{"meta":{"query_hash":"0cd961ec1bc8","filters":{"topic":"Mental Health Treatment and Access"},"cohort_total":2783,"direct_labels_cover":12,"predictions_cover":2783,"exported":2783,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/0cd961ec1bc8","api":"https://metacan.xera.ac/api/v1/cohort?topic=Mental+Health+Treatment+and+Access"},"results":[{"id":"W102170264","doi":"10.1177/070674370705200209","title":"Evaluation of 2 Measures of Psychological Distress as Screeners for Depression in the General Population","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":233,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Baycrest Hospital; Brock University; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Depression (economics); Respondent; Confidence interval; Distress; Mental health; Population; Psychiatry; Receiver operating characteristic; Medicine; Psychological distress; Clinical psychology; Psychology; Demography; Internal medicine; Environmental health","score_opus":0.11561450395326729,"score_gpt":0.44598677189293634,"score_spread":0.33037226793966906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W102170264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99173635,0.0020723657,0.000084845036,0.0017274459,0.0012676115,0.00044783967,0.000018198549,0.0000010061867,0.0026443552],"genre_scores_gemma":[0.9989594,0.000004232151,0.0004761388,0.00023153858,0.000276221,0.000009369556,0.000012224092,0.000006874648,0.000023952638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983213,0.00037921834,0.0005516199,0.0000915583,0.00044547953,0.00021082631],"domain_scores_gemma":[0.9989286,0.000094745854,0.00049221376,0.00019404708,0.00018507175,0.00010529509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004854966,0.000082446706,0.00015532892,0.00016468918,0.00014340198,0.000010127929,0.00032153697,0.00009183136,0.00013937916],"category_scores_gemma":[0.00006192108,0.000045171528,0.00009741521,0.00016349003,0.00006974477,0.000052931086,0.0000030246506,0.00014920603,0.0000012059527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006762363,0.00023105851,0.8589475,0.000022886577,0.00007155029,0.000004545707,0.0013240265,0.00024022708,0.000031864034,0.016722297,0.0025660368,0.11916177],"study_design_scores_gemma":[0.0015302834,0.00027784175,0.97819006,0.000073131814,0.00011999778,0.0000412776,0.0010355826,0.000028776669,0.00003993875,0.018548789,0.00006569528,0.000048609887],"about_ca_topic_score_codex":0.025483625,"about_ca_topic_score_gemma":0.2854225,"teacher_disagreement_score":0.2599389,"about_ca_system_score_codex":0.00009492958,"about_ca_system_score_gemma":0.00014500399,"threshold_uncertainty_score":0.9810058},"labels":[],"label_agreement":null},{"id":"W105518665","doi":"10.1016/j.jpsychores.2004.04.367","title":"Medication management of depression","year":2004,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Depression (economics); Management of depression; Psychology; Psychiatry; Medicine; Family medicine","score_opus":0.1408291919521589,"score_gpt":0.5386005523914925,"score_spread":0.3977713604393336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W105518665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9597103,0.0018472917,0.00084846717,0.0015290914,0.00071617204,0.00037245022,9.1990466e-7,0.0000049333025,0.03497036],"genre_scores_gemma":[0.9959549,0.00037803888,0.0029363325,0.000025092331,0.00011571144,0.000020588552,0.0000010351298,0.000009700868,0.00055862864],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99779254,0.00019143274,0.0006561252,0.00011510085,0.0009945359,0.00025026727],"domain_scores_gemma":[0.99892217,0.00011414347,0.00036437332,0.00028865554,0.00017150385,0.00013913284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017411315,0.00006885595,0.00018613071,0.00033792775,0.000093723334,0.000012851374,0.00037944558,0.000059970793,0.0008711654],"category_scores_gemma":[0.000014153474,0.00004822953,0.000068297464,0.00039326516,0.00007968369,0.00011632553,0.00003496278,0.00024935807,0.00014548001],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018881402,0.007283701,0.052300803,0.0024515046,0.001121547,0.0007277612,0.009879381,0.000032915694,0.0020555125,0.04498259,0.024643186,0.85263294],"study_design_scores_gemma":[0.012628469,0.0018779342,0.880917,0.0050037177,0.000095683485,0.00027558676,0.00811744,0.000012276363,0.0037025237,0.08432273,0.0028585163,0.00018809464],"about_ca_topic_score_codex":0.0000439221,"about_ca_topic_score_gemma":0.000001586055,"teacher_disagreement_score":0.8524449,"about_ca_system_score_codex":0.000102897044,"about_ca_system_score_gemma":0.000028026872,"threshold_uncertainty_score":0.95386505},"labels":[],"label_agreement":null},{"id":"W10976030","doi":"10.1177/070674370805300703","title":"Reducing the Burden of Depression","year":2008,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Depression (economics); Burden of disease; Epidemiology; Psychiatry; Disease burden; Medicine; Disease; Psychology","score_opus":0.06150340085672299,"score_gpt":0.3868127114083144,"score_spread":0.3253093105515914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W10976030","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021339452,0.98367137,9.514886e-7,0.0021362018,0.006708447,0.00043484775,0.000030240675,0.0000024995907,0.006802056],"genre_scores_gemma":[0.0012315244,0.9944006,0.00011285569,0.00011465722,0.002813969,0.000012948327,0.000006882792,0.000042712578,0.0012638126],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783397,0.0004543255,0.0009867054,0.00014907567,0.00021626244,0.00035964476],"domain_scores_gemma":[0.9973308,0.00016219684,0.001559151,0.0005659089,0.0000637105,0.00031824753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004796881,0.00025161897,0.0008291911,0.00025614118,0.00060421205,0.000027113136,0.001094873,0.00022775543,0.00075983437],"category_scores_gemma":[0.000015807922,0.00011542747,0.0005329011,0.00028923186,0.00018576017,0.000045017543,0.000017955139,0.00083384494,0.00006714107],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000146969305,0.000024959161,0.00018860646,0.0010570827,0.00038511658,0.000058293524,0.0014740968,0.0000033338652,8.592874e-9,0.0012182852,0.1004027,0.89517283],"study_design_scores_gemma":[0.00025552625,0.0000921941,0.0001248359,0.009174762,0.00055221154,0.0022865264,0.0004142114,2.990227e-7,9.895005e-8,0.00062611955,0.9863431,0.0001301534],"about_ca_topic_score_codex":0.049647253,"about_ca_topic_score_gemma":0.02647773,"teacher_disagreement_score":0.89504266,"about_ca_system_score_codex":0.00016259849,"about_ca_system_score_gemma":0.0026915506,"threshold_uncertainty_score":0.9912865},"labels":[],"label_agreement":null},{"id":"W111571851","doi":"10.1177/070674370805300505","title":"Expenditures on Mental Health and Addictions for Canadian Provinces in 2003/04","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Institute of Health Economics; University of Alberta","funders":"","keywords":"Mental health; Per capita; Public health; Addiction; Substance abuse; Medicine; Environmental health; Payment; Psychiatry; Business; Nursing; Population; Finance","score_opus":0.031063114878928072,"score_gpt":0.3329733318856647,"score_spread":0.3019102170067366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W111571851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83549464,0.017776513,0.00000263009,0.12498246,0.009436181,0.0014429942,0.00046390083,0.0000070843826,0.0103936205],"genre_scores_gemma":[0.9925722,0.00009243351,0.00032858408,0.0054479456,0.0004909218,0.000030382296,0.000021396429,0.000016115742,0.0010000165],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9989426,0.000084124484,0.00032031213,0.00011925045,0.00009096894,0.00044270317],"domain_scores_gemma":[0.99869853,0.000027109334,0.00017545732,0.00012197611,0.000025611549,0.0009512979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025043535,0.00011196026,0.00016625259,0.00036611268,0.0011671066,0.000024318058,0.00018204594,0.00006101574,0.00029428455],"category_scores_gemma":[0.0000083735795,0.000080489015,0.000040819632,0.000121907,0.000104903935,0.000072575596,0.0000023544899,0.00022928357,0.000011820895],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021525736,0.000107469874,0.27098727,0.000028009887,0.00008669474,0.000059652008,0.008563004,0.000005344687,1.6206333e-7,0.032169588,0.67860204,0.009175486],"study_design_scores_gemma":[0.0058388663,0.003402028,0.58862144,0.0004473837,0.000033689215,0.0017912099,0.0127650965,0.00001634247,0.0000045766524,0.0061707497,0.38048875,0.00041984397],"about_ca_topic_score_codex":0.71629906,"about_ca_topic_score_gemma":0.99638456,"teacher_disagreement_score":0.31763417,"about_ca_system_score_codex":0.00048469304,"about_ca_system_score_gemma":0.004753329,"threshold_uncertainty_score":0.8976558},"labels":[],"label_agreement":null},{"id":"W1125468081","doi":"10.60082/0829-3929.1025","title":"Providing Services to Clients with Serious Mental Illness: New Challenges and Opportunities for Community Legal Clinics","year":2004,"lang":"en","type":"article","venue":"Journal of Law and Social Policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Mental illness; Psychiatry; Legal service; Mental health; Business; Nursing; Psychology; Medicine; Political science; Law","score_opus":0.14679265605715464,"score_gpt":0.4315217384286416,"score_spread":0.284729082371487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1125468081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97975874,0.0009900637,0.000005358696,0.015327772,0.00018773503,0.00029171168,0.00002137365,0.0000077981995,0.0034094222],"genre_scores_gemma":[0.994094,0.00063398055,0.00013135937,0.003964093,0.0008119012,0.000008145083,0.000004489232,0.000013568168,0.00033842574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992648,0.00008272045,0.00026323748,0.000074609874,0.00010958872,0.00020508036],"domain_scores_gemma":[0.9994613,0.00003973006,0.00021507012,0.00005369428,0.000045725217,0.00018447744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002704281,0.00011292497,0.00024983738,0.00006625829,0.00068008015,0.00005896961,0.000102991995,0.000071411414,0.00000323793],"category_scores_gemma":[0.0000019779711,0.00008643373,0.000039205028,0.000024710404,0.000073985495,0.00025125776,0.0000405804,0.00015644907,5.93901e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018206573,0.0005937891,0.0002486046,0.0004465344,0.00026984254,0.0000447696,0.21778475,5.1881386e-7,0.000016270666,0.46111616,0.00019112117,0.31746697],"study_design_scores_gemma":[0.03826057,0.018060295,0.040428918,0.0010878716,0.0004779179,0.0010414774,0.4419265,0.0000021593714,0.00020166833,0.04880375,0.40852168,0.0011871605],"about_ca_topic_score_codex":0.0034763734,"about_ca_topic_score_gemma":0.0017114409,"teacher_disagreement_score":0.41231242,"about_ca_system_score_codex":0.00006224572,"about_ca_system_score_gemma":0.000084695814,"threshold_uncertainty_score":0.525526},"labels":[],"label_agreement":null},{"id":"W113164440","doi":"10.1177/070674370705200408","title":"The Sensitivity of the K6 as a Screen for Any Disorder in Community Mental Health Surveys: A Cautionary Note","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Baycrest Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"CIDI; Agoraphobia; Distress; Psychiatry; Mental health; Medicine; Clinical psychology; Prevalence of mental disorders; Psychology; Anxiety disorder; Anxiety","score_opus":0.02926611014689644,"score_gpt":0.3653415070064476,"score_spread":0.3360753968595511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W113164440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9204838,0.002837242,0.00011647812,0.07199741,0.0026526675,0.00072933733,0.00019225143,0.000002456464,0.000988319],"genre_scores_gemma":[0.9974475,0.000020001291,0.00013048838,0.0019755887,0.00016452569,0.000004321834,0.000009070516,0.000013459437,0.00023507194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965029,0.0022278489,0.0005506679,0.000076221775,0.00017722827,0.00046517054],"domain_scores_gemma":[0.9981917,0.00063391414,0.00049379264,0.00036282963,0.00006832483,0.00024944037],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010821126,0.00011973009,0.00020509349,0.00010171727,0.0018100883,0.000021078047,0.00043140928,0.00006985448,0.00004152192],"category_scores_gemma":[0.000050819373,0.00006371038,0.00014039646,0.000259571,0.00027101923,0.00005837553,0.000022981336,0.00060311874,0.0000041368894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006166614,0.0004063355,0.91845113,0.000055315675,0.00016209582,0.000010343671,0.009033594,0.000011458585,0.0000047781164,0.018254464,0.01658577,0.036408074],"study_design_scores_gemma":[0.0012852177,0.00031832908,0.98289883,0.00011135992,0.000016475384,0.00014830616,0.0057097585,0.000011289973,0.0000047842636,0.0065649156,0.0028609291,0.00006978844],"about_ca_topic_score_codex":0.45228395,"about_ca_topic_score_gemma":0.9845611,"teacher_disagreement_score":0.53227717,"about_ca_system_score_codex":0.00030979895,"about_ca_system_score_gemma":0.001363051,"threshold_uncertainty_score":0.9994894},"labels":[],"label_agreement":null},{"id":"W114732160","doi":"10.1177/070674370605100309","title":"The Epidemiology of Psychological Problems in the Elderly","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Baycrest Hospital; University of Toronto","funders":"","keywords":"Anxiety; Epidemiology; Mood; Depression (economics); Immigration; Psychiatry; Mood disorders; Anxiety disorder; Mental health; Population; Medicine; Gerontology; Psychology; Demography; Environmental health","score_opus":0.0596340644080383,"score_gpt":0.37815788260819433,"score_spread":0.318523818200156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W114732160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88130873,0.01587752,0.000014422834,0.08163463,0.0033934084,0.00040266704,0.000009431785,0.0000028865456,0.017356312],"genre_scores_gemma":[0.99723893,0.000033235483,0.00016213447,0.0015813926,0.0005592725,0.000016794578,0.0000018159757,0.000008987768,0.0003974536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974183,0.0009765563,0.00086300005,0.00012091653,0.00012880273,0.00049241964],"domain_scores_gemma":[0.998217,0.00066261843,0.0005738616,0.0003766626,0.00004686348,0.00012299289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031167765,0.00012489263,0.0002502589,0.0001065332,0.00046103442,0.000017384762,0.0009364164,0.00012312319,0.00022675532],"category_scores_gemma":[0.000042785476,0.00005122208,0.00014026875,0.00026789162,0.00037671477,0.000040140152,0.0000064245037,0.0005563881,0.000028685427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007199791,0.00014927665,0.72212565,0.000010701822,0.00003658682,0.000020387986,0.00062339555,0.00003239704,6.967991e-7,0.21145296,0.057400547,0.008075426],"study_design_scores_gemma":[0.0007066557,0.0007088292,0.79118097,0.000044153116,0.000025420542,0.00032511115,0.0009515836,0.0000017147028,4.4612463e-7,0.1984213,0.007570859,0.00006297761],"about_ca_topic_score_codex":0.043680437,"about_ca_topic_score_gemma":0.58113146,"teacher_disagreement_score":0.537451,"about_ca_system_score_codex":0.000057401518,"about_ca_system_score_gemma":0.00021983289,"threshold_uncertainty_score":0.9626878},"labels":[],"label_agreement":null},{"id":"W1177608314","doi":"10.1177/070674371506000607","title":"Reasons and Determinants for Perceiving Unmet Needs for Mental Health in Primary Care in Quebec","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital Charles-Le Moyne; Institut National de Santé Publique du Québec; Université Laval; Université de Montréal; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Institut National de Santé Publique du Québec","keywords":"Psychosocial; Mental health; Psychological intervention; Anxiety; Psychology; Intervention (counseling); Psychiatry; Medicine; Clinical psychology","score_opus":0.031581209638107455,"score_gpt":0.3479296329965051,"score_spread":0.31634842335839763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1177608314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661581,0.009950294,0.0000063641423,0.020282095,0.0021924335,0.00081942795,0.00012651665,0.000002035851,0.00046272686],"genre_scores_gemma":[0.9959463,0.000021885335,0.0014732232,0.0017695534,0.00025793503,0.000032543376,0.000020011115,0.000020504867,0.00045803524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893737,0.000103315695,0.0003875592,0.00010279045,0.00006927498,0.0003996995],"domain_scores_gemma":[0.9991518,0.000053602744,0.00020292916,0.00011431614,0.00003633077,0.00044099762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000680573,0.00010825178,0.00024678974,0.00032817092,0.00021152123,0.00003529534,0.00017769547,0.00006505927,0.000012195338],"category_scores_gemma":[0.000010979267,0.000083034305,0.000051829054,0.00013842489,0.000049406648,0.00010714162,0.000006914515,0.0001526595,0.0000011894142],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059945957,0.00007347237,0.8486553,0.00020582297,0.000027902937,0.00001020078,0.04894845,0.0000024187266,5.7614955e-7,0.0016489924,0.022348024,0.07747939],"study_design_scores_gemma":[0.00915583,0.0015440072,0.9163641,0.00081163115,0.000032908818,0.0002297823,0.056869376,0.000018231225,0.0000014390903,0.0036296092,0.0111023085,0.00024078175],"about_ca_topic_score_codex":0.25967127,"about_ca_topic_score_gemma":0.98696095,"teacher_disagreement_score":0.7272897,"about_ca_system_score_codex":0.00092602224,"about_ca_system_score_gemma":0.0022579385,"threshold_uncertainty_score":0.7452586},"labels":[],"label_agreement":null},{"id":"W118441608","doi":"","title":"Effects of Disability and Symptom Severity on Quality of Life in Schizophrenia Patients","year":2007,"lang":"en","type":"article","venue":"Düşünen Adam: The Journal of Psychiatry and Neurological Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Quality of life (healthcare); Brief Psychiatric Rating Scale; Anxiety; Clinical psychology; Psychiatry; Psychology; Affect (linguistics); Interpersonal relationship; Rating scale; Positive and Negative Syndrome Scale; Medicine; Psychosis; Developmental psychology","score_opus":0.028427609133639828,"score_gpt":0.35850847950425896,"score_spread":0.3300808703706191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W118441608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967344,0.0008050236,0.0000034550092,0.0012784267,0.00060688733,0.00021672247,0.0000039406614,0.0000025640152,0.00034859704],"genre_scores_gemma":[0.9992533,0.000086614804,0.00008800619,0.0005120065,0.00005380693,9.688906e-7,1.7647275e-7,0.0000018532071,0.000003323448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799114,0.00063821784,0.0006757224,0.00017498135,0.0003133533,0.0002065682],"domain_scores_gemma":[0.9977242,0.0014642313,0.00056204404,0.00009842464,0.000025632276,0.00012546328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00269695,0.00010969474,0.0003208785,0.000054360673,0.00014306737,0.000007887876,0.0002568828,0.00007895982,0.000030471703],"category_scores_gemma":[0.00015652031,0.000054927918,0.000053072832,0.00024377607,0.0009000315,0.00010089726,0.000053705047,0.00025380123,5.904374e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035150915,0.0011784055,0.98767,0.00006665664,0.000009590465,0.0000013814284,0.0001422277,0.0000013236856,0.000027754948,0.002114194,0.000021883598,0.0052514793],"study_design_scores_gemma":[0.0016623744,0.0035730917,0.9899989,0.000032166867,0.000014555289,0.0000042008865,0.00010035896,0.0000040529208,0.000042848227,0.0045101037,0.000006358642,0.00005101689],"about_ca_topic_score_codex":0.00013313968,"about_ca_topic_score_gemma":0.00012413594,"teacher_disagreement_score":0.0052004624,"about_ca_system_score_codex":0.0000064939136,"about_ca_system_score_gemma":0.000017554776,"threshold_uncertainty_score":0.33162034},"labels":[],"label_agreement":null},{"id":"W121337069","doi":"10.1177/070674371005500505","title":"Comparing Mental Health of Francophones in Canada, France, and Belgium: 12-Month and Lifetime Rates of Mental Health Service Use (Part 2)","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke; University of Saskatchewan","funders":"Fogarty International Center; National Institute on Drug Abuse; National Institute of Mental Health; Canadian Institutes of Health Research; European Commission","keywords":"Mental health; CIDI; Psychiatry; French; Anxiety; Population; Agoraphobia; Medicine; Panic; National Comorbidity Survey; Psychology; Gerontology; Demography; Environmental health; Geography; Sociology","score_opus":0.02106325845968778,"score_gpt":0.29443908992622225,"score_spread":0.2733758314665345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W121337069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9568159,0.009349269,3.1567862e-7,0.0289352,0.004215779,0.00035551484,0.00018771071,0.000001462972,0.0001388269],"genre_scores_gemma":[0.99609655,0.0001617123,0.00044391,0.0030429245,0.0001500218,0.0000028822126,0.000012224611,0.0000167741,0.00007301368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982479,0.00018132481,0.0008127253,0.0001524157,0.00018858383,0.00041700318],"domain_scores_gemma":[0.99834585,0.000063024374,0.00073952175,0.00019094218,0.000043911365,0.0006167278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061607506,0.00016653659,0.00051216583,0.00018552422,0.00037043545,0.000020362095,0.00022247565,0.000054539832,0.00023145368],"category_scores_gemma":[0.0000044048884,0.0001317679,0.00003492338,0.00020326347,0.00012371039,0.00013229964,0.00001820265,0.0004592783,0.000001215297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014409453,0.000066374145,0.97920823,0.00014403653,0.000062418614,0.0000037068726,0.0039495844,0.0000024258957,0.000009014163,0.00042951806,0.014589052,0.0013915314],"study_design_scores_gemma":[0.0022732778,0.0003032115,0.99077636,0.0003513689,0.000009313999,0.00012054752,0.0032479947,0.000030427293,0.000016155718,0.000171218,0.0025892074,0.00011093727],"about_ca_topic_score_codex":0.98697156,"about_ca_topic_score_gemma":0.99975204,"teacher_disagreement_score":0.039280616,"about_ca_system_score_codex":0.00018283568,"about_ca_system_score_gemma":0.0033965353,"threshold_uncertainty_score":0.6025308},"labels":[],"label_agreement":null},{"id":"W126735489","doi":"10.1177/070674371205700402","title":"Supported Self-Management: A Simple, Effective Way to Improve Depression Care","year":2012,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Coaching; Relevance (law); Health care; Intervention (counseling); Mental health; Workbook; Medicine; Management of depression; Self-management; Nursing; Psychology; Psychiatry; Business; Family medicine; Primary care; Psychotherapist; Computer science","score_opus":0.021778825636265493,"score_gpt":0.357638015571706,"score_spread":0.3358591899354405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W126735489","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025885907,0.97369176,0.0000043456284,0.00025746232,0.010577927,0.0027708313,0.00017293205,0.00001694006,0.012248913],"genre_scores_gemma":[0.027741047,0.95747614,0.0014292048,0.0016171697,0.0076911445,0.0009331348,0.00025337457,0.0004048458,0.0024539668],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705875,0.0005083238,0.0009287124,0.00033368845,0.00026828333,0.00090223935],"domain_scores_gemma":[0.9967551,0.000103254075,0.0009925817,0.000684727,0.00010676103,0.0013575403],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005537506,0.00051556044,0.0011235157,0.0006567815,0.000612594,0.000087382745,0.0009909244,0.0003565802,0.0010656818],"category_scores_gemma":[0.0000058251103,0.00031493354,0.0005761362,0.0004849158,0.00004466664,0.00010880913,0.000050797553,0.00085584493,0.00058292213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003133614,0.000061707186,0.0010246342,0.0048522684,0.0009190977,0.0001038879,0.0014094076,1.0503959e-7,6.3630656e-9,0.0011692948,0.011390217,0.97903806],"study_design_scores_gemma":[0.0007215676,0.00027084598,0.0023341635,0.0036997248,0.0033659604,0.000273795,0.00070445734,3.844577e-8,2.1742879e-7,0.00031482798,0.987976,0.00033838567],"about_ca_topic_score_codex":0.0070832763,"about_ca_topic_score_gemma":0.092622794,"teacher_disagreement_score":0.9786996,"about_ca_system_score_codex":0.00080658315,"about_ca_system_score_gemma":0.00067110104,"threshold_uncertainty_score":0.99993026},"labels":[],"label_agreement":null},{"id":"W128345468","doi":"10.1177/070674371205700508","title":"Is Mental Health in the Canadian Population Changing over Time?","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"Alberta Innovates; Conseil Régional, Île-de-France","keywords":"Mental health; Psychology; Population; Psychiatry; Medicine; Environmental health","score_opus":0.02934309873478923,"score_gpt":0.34973224983098694,"score_spread":0.3203891510961977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W128345468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78649414,0.0060510966,6.921533e-7,0.1938361,0.005686946,0.0004413925,0.000070298884,0.0000031444963,0.0074162],"genre_scores_gemma":[0.97882,0.000007100491,0.00007253975,0.019552872,0.0009333385,0.0000044274843,0.0000195054,0.000014676776,0.0005754982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984032,0.00024088466,0.00035128888,0.00007857642,0.00016142812,0.0007646515],"domain_scores_gemma":[0.9988637,0.000021600903,0.00024185976,0.0001998892,0.000015116564,0.00065784063],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013764673,0.000115357485,0.00015004369,0.0004325303,0.0010017235,0.000058334215,0.00032357674,0.0000703782,0.0020974884],"category_scores_gemma":[0.0000034442612,0.000071952214,0.00007324542,0.00033017198,0.000036525165,0.00016139956,0.000004333053,0.00032555213,0.0001466814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002052818,0.000046595276,0.8108577,0.000009556018,0.0000450323,0.000006466199,0.020843722,0.0000010412263,1.3786439e-7,0.013553284,0.14795496,0.006660981],"study_design_scores_gemma":[0.0005952049,0.00010277538,0.97514623,0.000072848365,0.000017224194,0.00020638842,0.0020138312,0.000007151898,3.278348e-7,0.0018538708,0.01988417,0.0000999731],"about_ca_topic_score_codex":0.88109434,"about_ca_topic_score_gemma":0.993661,"teacher_disagreement_score":0.1923259,"about_ca_system_score_codex":0.0008063876,"about_ca_system_score_gemma":0.0008840068,"threshold_uncertainty_score":0.9988147},"labels":[],"label_agreement":null},{"id":"W128874147","doi":"10.1176/appi.psychotherapy.2014.68.4.463","title":"Psychotherapy Knowledge Translation and Interpersonal Psychotherapy: Using Best-Education Practices to Transform Mental Health Care in Canada and Ethiopia","year":2014,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"Addis Ababa University; Grand Challenges Canada; University of Toronto","keywords":"Mental health; Interpersonal psychotherapy; Psychological intervention; Psychology; Interpersonal communication; Best practice; Psychotherapist; Nursing; Medical education; Medicine; Psychiatry; Randomized controlled trial; Social psychology; Political science","score_opus":0.04515960235971345,"score_gpt":0.43166044532332354,"score_spread":0.3865008429636101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W128874147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9640995,0.01888416,0.0015029022,0.012899894,0.0012890341,0.0006929134,0.000019038245,0.0000073446727,0.0006051676],"genre_scores_gemma":[0.97337,0.010560224,0.008048074,0.00751874,0.00032767505,0.000031379725,0.0000063957514,0.00006135791,0.000076165146],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784523,0.0004588223,0.0007013343,0.0003658831,0.0002502693,0.00037847285],"domain_scores_gemma":[0.9983693,0.00014127397,0.0008967657,0.00017357695,0.00007120186,0.00034789942],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005119766,0.00027719382,0.0005105049,0.00035841865,0.00015807331,0.000047637543,0.00017971656,0.00005347071,0.00015539667],"category_scores_gemma":[0.0000013608362,0.00024730322,0.000060805836,0.00037732697,0.00009728565,0.00024797954,9.157871e-7,0.00029634056,0.0000020657442],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025060147,0.00033774454,0.011724995,0.000035995265,0.00008885138,0.0000010024507,0.06534261,0.0000012603288,0.00027312996,0.0002098472,0.00029639027,0.9191822],"study_design_scores_gemma":[0.052027833,0.047733344,0.16445775,0.0039618085,0.0001957168,0.0016032575,0.21130943,0.00067911745,0.00041323504,0.006465209,0.507772,0.0033812302],"about_ca_topic_score_codex":0.28585652,"about_ca_topic_score_gemma":0.7133803,"teacher_disagreement_score":0.9158009,"about_ca_system_score_codex":0.00035138713,"about_ca_system_score_gemma":0.0008609844,"threshold_uncertainty_score":0.9999979},"labels":[],"label_agreement":null},{"id":"W128886272","doi":"10.1177/070674370204700207","title":"The Moderating Effects of Coping Strategies on Major Depression in the General Population","year":2002,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coping (psychology); Stressor; Population; CIDI; Clinical psychology; Psychology; Psychiatry; Medicine; Mental health; Environmental health; National Comorbidity Survey","score_opus":0.02572164668219606,"score_gpt":0.32998895674913536,"score_spread":0.3042673100669393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W128886272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98239505,0.0046659536,0.00000999557,0.0075073275,0.0018316314,0.0002428802,0.000001622163,0.0000016750188,0.0033438797],"genre_scores_gemma":[0.9987739,0.000015857711,0.00010127597,0.00063685526,0.00035607652,0.0000075834005,9.66272e-7,0.000007721568,0.00009981825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989272,0.00031901398,0.00032257847,0.00006660183,0.00014718191,0.00021747727],"domain_scores_gemma":[0.99926454,0.00019297919,0.00027505448,0.00017791153,0.000019253972,0.00007026662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041244112,0.00008353624,0.00010776849,0.00007876099,0.00062919495,0.00007745429,0.00028853945,0.00004863753,0.000059215727],"category_scores_gemma":[0.0000122215315,0.00003850602,0.00005293423,0.00011151061,0.000040675644,0.00008149441,0.0000035402734,0.00026764823,0.000005295892],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002831217,0.0002629006,0.6920663,0.00018667785,0.00018037258,0.00010355235,0.016499441,0.002027576,0.0000429961,0.21024407,0.024952877,0.053150114],"study_design_scores_gemma":[0.0020196734,0.00050543394,0.9616429,0.00058704277,0.00006516405,0.00013302195,0.0038769776,0.0006878552,0.000048545906,0.030041562,0.00024458673,0.00014721937],"about_ca_topic_score_codex":0.017471276,"about_ca_topic_score_gemma":0.2124629,"teacher_disagreement_score":0.2695766,"about_ca_system_score_codex":0.000059045,"about_ca_system_score_gemma":0.00007536166,"threshold_uncertainty_score":0.9890715},"labels":[],"label_agreement":null},{"id":"W132120929","doi":"10.1007/bf03405526","title":"Les relations entre le soutien social, le bien-être et la détresse psychologique chez les hommes et les femmes avec un trouble anxieux: résultats d’une enquête nationale","year":2009,"lang":"fr","type":"article","venue":"Canadian Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hôpital Louis-H Lafontaine","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.07646020118886197,"score_gpt":0.3848235301111839,"score_spread":0.30836332892232193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W132120929","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42551115,0.02076695,0.0004959648,0.53286564,0.0007104908,0.0005150868,0.0005130273,0.000032025277,0.018589618],"genre_scores_gemma":[0.9716339,0.0013923679,0.0010040298,0.008489799,0.0005428756,0.000026351614,0.00029661116,0.000060651048,0.016553389],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99248856,0.003665414,0.0014326259,0.00050764764,0.00040393157,0.0015018176],"domain_scores_gemma":[0.9952474,0.0005770104,0.0013513503,0.00029543941,0.0004548018,0.0020739988],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004242798,0.00047793568,0.0007735807,0.0009889338,0.0021650142,0.00040341352,0.0006400792,0.000731368,0.0014573075],"category_scores_gemma":[0.0002756922,0.00048951176,0.00030588676,0.00091982546,0.000477884,0.000945259,0.000022792086,0.0016257222,0.00005507385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006031238,0.0015195892,0.085139446,0.00013538353,0.00026759162,0.0003399186,0.0471461,0.000039402887,0.000005598499,0.20992233,0.119270116,0.5361542],"study_design_scores_gemma":[0.0047313245,0.00079882215,0.5064581,0.00030697306,0.00004405239,0.0005643795,0.019048017,0.000023889534,0.000011855418,0.005928684,0.46162426,0.0004596162],"about_ca_topic_score_codex":0.13951154,"about_ca_topic_score_gemma":0.20427173,"teacher_disagreement_score":0.5461228,"about_ca_system_score_codex":0.00097162934,"about_ca_system_score_gemma":0.010911614,"threshold_uncertainty_score":0.9997557},"labels":[],"label_agreement":null},{"id":"W132230262","doi":"10.1007/978-94-011-4130-7_7","title":"The Etiology and Development of Offending Among Persons with Major Mental Disorders","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Phenomenon; Morality; Accountability; Psychiatry; Criminology; Mental health; Population; Psychology; Etiology; Medicine; Political science; Law; Environmental health","score_opus":0.026643832545328074,"score_gpt":0.30327237647863214,"score_spread":0.27662854393330405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W132230262","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055059183,0.00095792,0.00000956119,0.00019248825,0.00023282197,0.0007682766,0.000022408116,0.000025287121,0.94273204],"genre_scores_gemma":[0.2068322,0.000400363,0.00038316564,0.00007794679,0.000039770304,0.00009499744,0.000107883025,0.000049121285,0.79201454],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899185,0.00002172016,0.0002924813,0.00030666275,0.00012278829,0.00026450751],"domain_scores_gemma":[0.9994886,0.00009256028,0.00016729083,0.00017394761,0.000007264264,0.00007036063],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008966659,0.00025224467,0.00026446133,0.00007554294,0.00041000065,0.000012589109,0.00012738086,0.00017254858,0.005558101],"category_scores_gemma":[3.4697015e-7,0.00014582876,0.000035611323,0.000013012465,0.00033994482,0.000029668432,0.000041037074,0.00016236331,0.0000672823],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012444924,0.00019776596,0.02296481,0.00015499724,0.0017676099,0.000026249709,0.012833621,1.2901593e-7,0.0000044338235,0.1423783,0.0071135145,0.8113141],"study_design_scores_gemma":[0.006022589,0.0013297552,0.069102675,0.00056226243,0.00031363676,0.00007676282,0.0064471625,0.000004576185,0.00007114928,0.0038394458,0.91089374,0.0013362214],"about_ca_topic_score_codex":0.00015641328,"about_ca_topic_score_gemma":0.0021449316,"teacher_disagreement_score":0.9037802,"about_ca_system_score_codex":0.00005295164,"about_ca_system_score_gemma":0.000026701611,"threshold_uncertainty_score":0.99535096},"labels":[],"label_agreement":null},{"id":"W135657985","doi":"10.1177/070674371205701102","title":"Mental Illness and Mental Health: Is the Glass Half Empty or Half Full?","year":2012,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental illness; Mental health; Psychological intervention; Psychiatry; Classification of mental disorders; Mental health law; Psychology; Intervention (counseling); Neuroticism; Medical diagnosis; Prevalence of mental disorders; Medicine; Social psychology; Personality","score_opus":0.0753764203104029,"score_gpt":0.39433643450875133,"score_spread":0.3189600141983484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W135657985","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002788563,0.92785865,7.845446e-7,0.051662996,0.01727885,0.0013876674,0.00039097568,0.000007483672,0.0011337503],"genre_scores_gemma":[0.0011859103,0.9867958,0.00013251795,0.0047243186,0.003127948,0.00006812781,0.000075215634,0.00011630426,0.00377387],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961139,0.0008128663,0.0013297827,0.00032618275,0.00037976666,0.0010375342],"domain_scores_gemma":[0.99626434,0.0001454092,0.00163113,0.00062567426,0.000046359193,0.0012870759],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014280346,0.00059906056,0.001334059,0.00029998392,0.0023235623,0.00017981089,0.0010966694,0.00032502043,0.003965788],"category_scores_gemma":[0.000006169208,0.00028015257,0.0005076708,0.00035459115,0.0003605416,0.00016603201,0.00005476122,0.0011883605,0.000223493],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094305266,0.00009849048,0.0005967894,0.0018580462,0.00072677195,0.000027900558,0.0045516174,9.356046e-9,4.3083355e-9,0.0031299025,0.18812463,0.8007915],"study_design_scores_gemma":[0.0007286128,0.00034051092,0.00024166655,0.002806108,0.0005329284,0.0039910898,0.0018945609,2.1181168e-7,3.1313544e-8,0.0002813704,0.9888731,0.00030978964],"about_ca_topic_score_codex":0.033498596,"about_ca_topic_score_gemma":0.45131102,"teacher_disagreement_score":0.80074847,"about_ca_system_score_codex":0.00072628184,"about_ca_system_score_gemma":0.0032030207,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W137107868","doi":"10.24095/hpcdp.32.2.02","title":"The National Population Health Survey’s assessment of depression risk factor associations: a simulation study assessing vulnerability to bias","year":2012,"lang":"en","type":"article","venue":"Chronic diseases and injuries in Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Lundbeck Canada; Servier; H. Lundbeck A/S; Fondation pour la Recherche Médicale","keywords":"Population health; Vulnerability (computing); Medicine; Population; Hazard; Environmental health; Computer science","score_opus":0.08383384795600013,"score_gpt":0.47169219741423835,"score_spread":0.3878583494582382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W137107868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99608815,0.0016095953,0.0000312916,0.00009042786,0.00050485425,0.0007939992,0.00081414136,0.0000067635865,0.00006075626],"genre_scores_gemma":[0.99953914,0.000021121083,0.00001270639,0.00009783147,0.00008096615,0.00008412146,0.00014226767,0.000007713202,0.0000141117625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978299,0.000845658,0.00045937844,0.00018929342,0.00039803638,0.00027774824],"domain_scores_gemma":[0.9980886,0.0012151538,0.00033540415,0.00014233019,0.000069259804,0.00014923577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000946997,0.00010656862,0.0001930887,0.00004690335,0.00049789745,0.000041269723,0.00007732421,0.000024425251,0.00008852259],"category_scores_gemma":[0.00024668078,0.00007896955,0.000019847605,0.00016908115,0.00002062563,0.00023034561,0.00004322944,0.00009297983,3.9030803e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002660024,0.0002893458,0.9580464,0.000019088417,0.000024356124,7.31864e-8,0.00022279614,0.0005594589,9.047814e-8,0.00006615423,0.00024799578,0.040497664],"study_design_scores_gemma":[0.00043343057,0.00009423585,0.9978362,0.000021391546,0.0000106113375,3.763104e-8,0.0005928101,0.00079269055,4.6345804e-7,0.000062937484,0.00008332727,0.00007191887],"about_ca_topic_score_codex":0.8601436,"about_ca_topic_score_gemma":0.894251,"teacher_disagreement_score":0.040425748,"about_ca_system_score_codex":0.0030344403,"about_ca_system_score_gemma":0.0008551982,"threshold_uncertainty_score":0.7934956},"labels":[],"label_agreement":null},{"id":"W1417709126","doi":"","title":"Transcultural child psychiatry: its history, present status and future challenges.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Subspecialty; Child and adolescent psychiatry; Mental health; History of psychiatry; Mandate; Psychiatry; Immigration; Refugee; Psychology; Medicine; Political science","score_opus":0.045613215874215456,"score_gpt":0.29077314927655307,"score_spread":0.2451599334023376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1417709126","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3185174,0.35150483,3.1994958e-7,0.071148485,0.005173663,0.0018864854,0.000023696357,0.0001407628,0.25160438],"genre_scores_gemma":[0.98066056,0.0060185827,0.00003187441,0.00066047255,0.0030995738,0.0017690569,0.000022515822,0.000021439613,0.0077159014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986934,0.000060328974,0.00018423128,0.00033593667,0.00013825328,0.00058785226],"domain_scores_gemma":[0.99944794,0.000009509332,0.00005987546,0.00018504493,0.000013066326,0.00028455647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093736955,0.00016722745,0.0001634041,0.000051907984,0.00010380176,0.000011965225,0.00010496526,0.000109009576,0.00072213175],"category_scores_gemma":[9.979364e-7,0.00013104411,0.000051441126,0.000041358224,0.000032196473,0.00015060954,0.0000138344485,0.000157261,0.000074374024],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013143948,0.000374147,0.0025810166,0.000067761226,0.00007559512,0.000003312299,0.0038257446,9.927086e-8,2.342028e-7,0.0081376815,0.019761996,0.965041],"study_design_scores_gemma":[0.0010869444,0.000023502931,0.4672093,0.0000028616291,0.000019277006,0.000011266249,0.00029863734,0.0000010454412,0.0000028404356,0.000021778402,0.53122646,0.000096089985],"about_ca_topic_score_codex":0.000065972665,"about_ca_topic_score_gemma":0.00034231605,"teacher_disagreement_score":0.9649449,"about_ca_system_score_codex":0.00016643656,"about_ca_system_score_gemma":0.000007117147,"threshold_uncertainty_score":0.7906836},"labels":[],"label_agreement":null},{"id":"W141957184","doi":"10.1177/070674371305800801","title":"Depression in Primary Care: What More Do We Need to Know?","year":2013,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"National Institutes of Health; National Institute for Health and Care Research","keywords":"Depression (economics); Primary care; Medicine; Quality of life (healthcare); Management of depression; Cohort; Psychiatry; Psychology; MEDLINE; Family medicine; Gerontology; Nursing; Political science","score_opus":0.01573972420612423,"score_gpt":0.2998138135593985,"score_spread":0.2840740893532743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W141957184","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030476112,0.102341875,9.069234e-7,0.8455549,0.016793719,0.0007515666,0.00003663984,0.000006343143,0.0040379623],"genre_scores_gemma":[0.027315106,0.00096052204,0.0006757377,0.95063275,0.013269808,0.000104645405,0.00011529336,0.00016764633,0.006758489],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748045,0.00028942994,0.00076021027,0.00030689416,0.00036017463,0.0008028559],"domain_scores_gemma":[0.99805,0.00007656727,0.00053545664,0.000628094,0.00010912774,0.000600766],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026520205,0.00037782502,0.0005366179,0.0008034326,0.0003017123,0.0002934959,0.0010901078,0.00070520263,0.001722531],"category_scores_gemma":[0.000004610664,0.00025573082,0.00020650403,0.0003257044,0.00008525618,0.00027959354,0.000032161905,0.002434996,0.00044236402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049923125,0.000019082754,0.026594076,0.00017538632,0.00006523175,0.00043579174,0.0030273984,0.0000027222995,3.1411884e-7,0.000052468204,0.9429823,0.026595268],"study_design_scores_gemma":[0.0014216971,0.00024045378,0.03957678,0.004202315,0.00012732006,0.00038832237,0.0049918345,2.101902e-7,0.000001604924,0.0013913013,0.94722515,0.00043299707],"about_ca_topic_score_codex":0.034213312,"about_ca_topic_score_gemma":0.14864701,"teacher_disagreement_score":0.11443369,"about_ca_system_score_codex":0.0009043132,"about_ca_system_score_gemma":0.0016051802,"threshold_uncertainty_score":0.9999895},"labels":[],"label_agreement":null},{"id":"W1424055694","doi":"10.1177/070674371405901s06","title":"Key Ingredients of Anti-Stigma Programs for Health Care Providers: A Data Synthesis of Evaluative Studies","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":243,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; Mental Health Commission of Canada","funders":"Health Canada; Alberta Innovates; Mental Health Commission","keywords":"Stigma (botany); Psychological intervention; Mental health; Psychology; Social stigma; Qualitative research; Health care; Medical education; Nursing; Applied psychology; Medicine; Psychiatry; Family medicine","score_opus":0.11765104118536872,"score_gpt":0.43643542353709236,"score_spread":0.3187843823517236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1424055694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92262924,0.036826253,0.00007084543,0.030453047,0.0059982953,0.0023217807,0.00061144144,0.000008206291,0.001080886],"genre_scores_gemma":[0.9957328,0.00003380344,0.003448369,0.00036501474,0.00031554722,0.000030165236,0.000018886449,0.000019111487,0.00003632033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981548,0.00033169545,0.0007364669,0.0001819427,0.00023339975,0.00036166675],"domain_scores_gemma":[0.9974656,0.00022900137,0.0011682444,0.0005131343,0.00035484665,0.00026917073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015091157,0.00014372173,0.0004960829,0.00018302884,0.00032870946,0.00001662235,0.00071993214,0.000056289828,0.000030724976],"category_scores_gemma":[0.00020942195,0.000094367824,0.00010067638,0.00017168799,0.00023926896,0.00012052412,0.000028388307,0.00014142254,0.0000023640107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084320427,0.0005700691,0.48068675,0.0037075107,0.0022564973,0.000005549319,0.069472276,0.0000126100285,0.0000030149652,0.010486696,0.08530928,0.34664652],"study_design_scores_gemma":[0.021084055,0.022070903,0.4452268,0.01606023,0.004149666,0.00023450278,0.41586137,0.00019838689,0.00040072287,0.042673964,0.03045114,0.0015882559],"about_ca_topic_score_codex":0.012641559,"about_ca_topic_score_gemma":0.24430038,"teacher_disagreement_score":0.34638909,"about_ca_system_score_codex":0.00014507177,"about_ca_system_score_gemma":0.0014588619,"threshold_uncertainty_score":0.9939333},"labels":[],"label_agreement":null},{"id":"W144263349","doi":"10.1177/070674371105600806","title":"Postdischarge Care for Depression in Ontario","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network; McMaster University; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Depression (economics); Emergency department; Emergency medicine; Family medicine; Health care; Ambulatory care; Quarter (Canadian coin); MEDLINE; Psychiatry","score_opus":0.0452128498462803,"score_gpt":0.3161537888497745,"score_spread":0.2709409390034942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W144263349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670861,0.004067457,0.0000073255906,0.0010904538,0.004868457,0.00033554883,0.000014397406,0.0000021872743,0.022528073],"genre_scores_gemma":[0.9975541,0.0000012738587,0.00095752155,0.0004868826,0.00017542679,0.000013184405,0.000004063978,0.000011956757,0.00079558906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924475,0.000045410394,0.0002778741,0.00008485921,0.00006232312,0.00028479],"domain_scores_gemma":[0.9993675,0.000016267819,0.00016479986,0.0001551514,0.00004471462,0.00025161696],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019128405,0.000084425745,0.0001291749,0.00014608863,0.0002410402,0.000013788203,0.00027479822,0.00007008615,0.0018603391],"category_scores_gemma":[0.0000030953618,0.000054987122,0.00007841602,0.00006142262,0.000030167459,0.00006856469,0.0000043071896,0.0002432539,0.00002681079],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017714151,0.000037423477,0.96675646,0.0000127926305,0.000024429923,0.000020129977,0.020797621,2.5868044e-7,4.6008435e-7,0.006760933,0.0032147432,0.0021976312],"study_design_scores_gemma":[0.0014173726,0.0002621733,0.9807424,0.000103180944,0.000034696783,0.00006477181,0.004408865,2.5828516e-7,0.000014495472,0.0075541283,0.005312943,0.00008474305],"about_ca_topic_score_codex":0.64250845,"about_ca_topic_score_gemma":0.9980556,"teacher_disagreement_score":0.35554713,"about_ca_system_score_codex":0.00024124223,"about_ca_system_score_gemma":0.0009870408,"threshold_uncertainty_score":0.9990521},"labels":[],"label_agreement":null},{"id":"W144540516","doi":"10.14264/177147","title":"Geographical differences, national and international, in the utilization of the benzodiazepine and antidepressant groups of medicines","year":2008,"lang":"en","type":"dissertation","venue":"The University of Queensland","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medicine; Benzodiazepine; Psychological intervention; Heroin; Mental health; Defined daily dose; Psychiatry; Antidepressant; Depression (economics); Nova scotia; Pharmaceutical Benefits Scheme; Drug; Anxiety; Pharmacology; Geography","score_opus":0.04542295360536119,"score_gpt":0.321636507924754,"score_spread":0.2762135543193928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W144540516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99329066,0.0014094104,0.0000031832196,0.0006630436,0.00014531601,0.00025635975,0.00006194223,0.0000018120342,0.004168247],"genre_scores_gemma":[0.9970254,0.002263393,0.0000059417025,0.000027327655,0.000017879624,5.842507e-7,0.00013817966,0.0000026636228,0.0005186607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933547,0.00012602047,0.00015321538,0.0001092907,0.00021822959,0.000057795543],"domain_scores_gemma":[0.99936754,0.00019699187,0.00025018412,0.00010031538,0.00007347906,0.000011488939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016327377,0.000077464305,0.00016648241,0.000099223056,0.00010093864,0.0000021831402,0.00023654086,0.00008204896,0.00008392671],"category_scores_gemma":[0.000014725087,0.000042177737,0.00003232486,0.000120918776,0.00027492692,0.000031081265,0.000027243092,0.00010628351,2.2400735e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085748266,0.0003171917,0.9581313,0.00027727362,0.00020093241,0.00000542412,0.02624184,0.00000157974,0.000040057268,0.007085657,0.0024488084,0.004392436],"study_design_scores_gemma":[0.0007273583,0.00004620908,0.99348116,0.00015272705,0.000049474915,0.00000544562,0.0046635317,0.000030338233,0.000020192154,0.0006254419,0.00016319849,0.000034900797],"about_ca_topic_score_codex":0.0015154005,"about_ca_topic_score_gemma":0.0018317841,"teacher_disagreement_score":0.035349865,"about_ca_system_score_codex":0.000006332274,"about_ca_system_score_gemma":0.000015697367,"threshold_uncertainty_score":0.22908424},"labels":[],"label_agreement":null},{"id":"W144850338","doi":"10.1177/070674371005500806","title":"Persistence and Remission of Psychiatric Disorders in the Quebec Older Adult Population","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Baycrest Hospital; University of Toronto; Institut universitaire en santé mentale de Montréal; Hôpital Charles-Le Moyne; Université de Montréal; McMaster University; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Canada Research Chairs; McMaster University","keywords":"Psychiatry; Depression (economics); Anxiety; Persistence (discontinuity); Mental health; Population; Major depressive episode; Medicine; Mania; Comorbidity; Bipolar disorder; Psychology; Mood","score_opus":0.011894562654780973,"score_gpt":0.2937383715755318,"score_spread":0.28184380892075084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W144850338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96577173,0.0011761005,0.0000020810191,0.027714841,0.0024455574,0.00019915221,0.0000040833265,0.0000013744143,0.0026850807],"genre_scores_gemma":[0.99876887,0.000020051433,0.00032129997,0.0004996458,0.00021581884,0.0000030238557,0.000002023303,0.000007573357,0.00016170289],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991024,0.00012766062,0.00034806383,0.00009188133,0.00013585643,0.00019409998],"domain_scores_gemma":[0.99926597,0.000051021536,0.00029162466,0.00020391506,0.00003767887,0.00014981988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046641807,0.00008865787,0.0001213524,0.00018197921,0.00025515395,0.00002546903,0.00030290167,0.000083809726,0.00020807849],"category_scores_gemma":[0.000016956481,0.000049515602,0.00006222303,0.00023630763,0.00009269999,0.000084233005,0.0000041147227,0.00039994012,0.0000031218021],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048387254,0.00005953636,0.96303296,0.000026072405,0.000013876329,0.0000020819907,0.0031819001,0.0000012823657,0.0000039631477,0.015983209,0.0023300722,0.015316647],"study_design_scores_gemma":[0.0006543437,0.00009104408,0.98736584,0.000050592942,0.00003285703,0.00007424001,0.003295623,0.0000055601618,7.58311e-7,0.0079834405,0.00038891198,0.00005676929],"about_ca_topic_score_codex":0.24851918,"about_ca_topic_score_gemma":0.96942604,"teacher_disagreement_score":0.72090685,"about_ca_system_score_codex":0.00003133578,"about_ca_system_score_gemma":0.00024023862,"threshold_uncertainty_score":0.756485},"labels":[],"label_agreement":null},{"id":"W1452039456","doi":"10.1177/070674371405901s05","title":"Opening Minds in Canada: Targeting Change","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; University of Calgary; Mental Health Commission of Canada","funders":"","keywords":"Stigma (botany); Mental illness; Psychological intervention; Mental health; Cornerstone; Psychology; Public relations; Best practice; Medical education; Nursing; Psychiatry; Medicine; Political science","score_opus":0.03616589522114937,"score_gpt":0.3036153483446074,"score_spread":0.267449453123458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1452039456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95315415,0.0033130615,0.0000043390914,0.025640864,0.007130027,0.00017627927,0.0000065831737,0.0000016871352,0.010572989],"genre_scores_gemma":[0.9955623,0.000002932517,0.00027338305,0.0029714974,0.00096535904,0.0000072414314,0.0000019467175,0.000013161739,0.00020215685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998843,0.00015713497,0.00037368017,0.00008933824,0.0001277959,0.00040903478],"domain_scores_gemma":[0.99918264,0.00005114675,0.00024122743,0.00014133137,0.000029611969,0.00035404475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006825304,0.00009738034,0.00017389981,0.00014142855,0.00025791748,0.000026910388,0.00037247315,0.000042408064,0.00083673274],"category_scores_gemma":[0.000015115081,0.00006914401,0.00003898923,0.00016975167,0.000027662185,0.000082170925,0.000007272228,0.00031090257,0.000022190781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029485223,0.000013754303,0.9417216,0.000013930798,0.000030106314,0.00006591212,0.0016075677,0.000006347359,5.7986654e-7,0.008423186,0.028253848,0.019833647],"study_design_scores_gemma":[0.0015969641,0.00017072825,0.96254027,0.00021558045,0.000035512803,0.000172164,0.0040931804,0.00004560717,0.0000069915145,0.0035070549,0.027400142,0.00021583229],"about_ca_topic_score_codex":0.9942622,"about_ca_topic_score_gemma":0.99989974,"teacher_disagreement_score":0.04240815,"about_ca_system_score_codex":0.0004897092,"about_ca_system_score_gemma":0.0021634204,"threshold_uncertainty_score":0.9161637},"labels":[],"label_agreement":null},{"id":"W1480343301","doi":"10.1177/070674371305800708","title":"Trends in Psychotropic Use in Saskatchewan from 1983 to 2007","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Montfort Hospital; University of Saskatchewan","funders":"","keywords":"Medical prescription; Medicine; Christian ministry; Population; Mood; Psychiatry; Demography; Environmental health; Pharmacology","score_opus":0.02854042941578142,"score_gpt":0.31792433969662026,"score_spread":0.2893839102808388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480343301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689512,0.0010503039,0.0000036602776,0.021745035,0.0047102957,0.0002105894,0.000023863535,0.0000033721171,0.0033016342],"genre_scores_gemma":[0.99166405,0.0000035590188,0.0010059489,0.0040827687,0.0005626252,0.000018068164,0.0000059423833,0.000020468704,0.0026365656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846345,0.0001618777,0.0005629881,0.00016872244,0.00013421659,0.00050876365],"domain_scores_gemma":[0.9988136,0.00005453751,0.000172723,0.000318213,0.000032481534,0.00060839794],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023020229,0.00015241625,0.00024149766,0.0007628367,0.00010610312,0.00008619548,0.00044143302,0.0001080203,0.008936906],"category_scores_gemma":[0.000006414296,0.00011082466,0.00007941191,0.0005233027,0.000042718486,0.0001971008,0.000007264999,0.00043218562,0.00046842132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006532479,0.00008632604,0.8729842,0.0000024828087,0.000031460164,0.000053066407,0.0031192221,0.000008536073,0.0000025640145,0.00065577833,0.09538726,0.027603783],"study_design_scores_gemma":[0.0012320012,0.00014827763,0.98675364,0.00009053456,0.000011755687,0.000021546852,0.0027614285,0.0000021031512,0.0000014278792,0.005658449,0.0032053893,0.00011342682],"about_ca_topic_score_codex":0.6957491,"about_ca_topic_score_gemma":0.98668206,"teacher_disagreement_score":0.29093298,"about_ca_system_score_codex":0.00024793256,"about_ca_system_score_gemma":0.0003547326,"threshold_uncertainty_score":0.99196905},"labels":[],"label_agreement":null},{"id":"W1480666263","doi":"10.1111/j.1365-2753.2010.01597.x","title":"GP group profiles and involvement in mental health care","year":2010,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Université de Montréal; Université Laval; Centre de Santé et de Services Sociaux de la Vieille-Capitale; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Global Positioning System; Context (archaeology); Collaborative Care; Typology; Nursing; Health care; Mental health care; Medicine; Psychological intervention; Psychology; Psychiatry; Geography; Political science","score_opus":0.17241573374967523,"score_gpt":0.5917614686475712,"score_spread":0.41934573489789595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480666263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760496,0.0024165348,0.000006434088,0.013463569,0.0030435582,0.000825121,0.000003707671,0.0000031594261,0.0041882857],"genre_scores_gemma":[0.9933746,0.0004047191,0.0032173174,0.0025862607,0.00033633717,0.00003070143,0.000013091799,0.000008306379,0.000028670534],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99603254,0.0014701018,0.0015956629,0.00019372323,0.0005248476,0.00018315091],"domain_scores_gemma":[0.9967054,0.001584862,0.0012332924,0.0001358685,0.00020055882,0.00013999232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0132490685,0.00009180832,0.00027510079,0.00015838032,0.00007262098,0.000028097053,0.000092623966,0.00011782649,0.00047738943],"category_scores_gemma":[0.0016101548,0.00007545464,0.000049572598,0.00014516787,0.000052071242,0.0005126465,0.000032410735,0.0008755828,0.000020870204],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002313251,0.0039128633,0.3968375,0.0000932567,0.000082676605,0.000047893667,0.013684815,0.0000037324135,0.000038869,0.0022682678,0.0093736835,0.5713432],"study_design_scores_gemma":[0.011326453,0.0023849823,0.9347243,0.0001623792,0.000062720515,0.0001130805,0.019101534,0.00015016618,0.000009968743,0.0009405625,0.030889558,0.00013429746],"about_ca_topic_score_codex":0.00029280866,"about_ca_topic_score_gemma":0.0010343273,"teacher_disagreement_score":0.5712089,"about_ca_system_score_codex":0.00018252847,"about_ca_system_score_gemma":0.00015535367,"threshold_uncertainty_score":0.52270794},"labels":[],"label_agreement":null},{"id":"W1482735854","doi":"10.1111/j.1365-2753.2011.01761.x","title":"A tailored educational intervention improves doctor's performance in managing depression: a randomized controlled trial","year":2011,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Referral; Medicine; Randomized controlled trial; Intervention (counseling); Physical therapy; Brief intervention; Primary care; Depression (economics); Family medicine; Nursing; Internal medicine","score_opus":0.15314155538178242,"score_gpt":0.5490337838813911,"score_spread":0.3958922284996087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1482735854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96058625,0.0012298807,0.00010524578,0.0017837648,0.006080438,0.003416547,2.4183143e-7,0.000004009763,0.026793642],"genre_scores_gemma":[0.9966515,0.00022398458,0.0012493567,0.0002911942,0.0006222504,0.000557949,0.000003592377,0.000008907129,0.0003912801],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98978555,0.005588775,0.003632356,0.00021250441,0.0006025525,0.00017825914],"domain_scores_gemma":[0.98718625,0.008849423,0.0032697062,0.00016265972,0.00044538884,0.0000865456],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.038116127,0.0001258224,0.0009043475,0.00033744355,0.000053398842,0.000030506033,0.00016110488,0.00013614414,0.0028355932],"category_scores_gemma":[0.01409569,0.00008935536,0.00037458495,0.00020156633,0.00006498957,0.0010369265,0.000027239086,0.000587774,0.00005416283],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9319691,0.003852067,0.007535105,0.000017411685,0.00019100615,0.000014412468,0.00092955027,0.000009115979,9.78069e-7,0.0004731596,0.00014617336,0.0548619],"study_design_scores_gemma":[0.8953151,0.00086707296,0.09681391,0.00023146706,0.00039897152,0.000033399774,0.0005595036,0.0020289675,0.0000022158108,0.0035693988,0.00009952613,0.00008045748],"about_ca_topic_score_codex":0.000108569315,"about_ca_topic_score_gemma":0.00002548014,"teacher_disagreement_score":0.08927881,"about_ca_system_score_codex":0.00015473609,"about_ca_system_score_gemma":0.00015581824,"threshold_uncertainty_score":0.99807596},"labels":[],"label_agreement":null},{"id":"W1483790195","doi":"10.1111/eip.12044","title":"Psychosis 101: evaluating a training programme for northern and remote youth mental health service providers","year":2013,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Thunder Bay Regional Health Sciences Centre; Centre for Addiction and Mental Health","funders":"Canadian Mental Health Association; Ontario Centres of Excellence; Ontario Centre of Excellence for Child and Youth Mental Health; Northwestern University","keywords":"Mental health; Focus group; Intervention (counseling); Service provider; Medicine; Psychology; Nursing; Medical education; Service (business); Clinical psychology; Family medicine; Psychiatry","score_opus":0.09045021997476821,"score_gpt":0.4122394492373572,"score_spread":0.321789229262589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483790195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793827,0.0019061115,0.0003474902,0.010728506,0.0029385574,0.0040378748,0.000047111465,0.00009361369,0.0005180571],"genre_scores_gemma":[0.9888506,0.0000082880315,0.0078107454,0.0013569233,0.00018814545,0.0007857936,0.00013951285,0.00005163939,0.000808383],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99761593,0.00022535272,0.00078528124,0.00054393423,0.00019036829,0.0006391507],"domain_scores_gemma":[0.9990669,0.000034544733,0.00040287396,0.00024202053,0.000067413865,0.00018624416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007703279,0.00023676366,0.00028440883,0.0001843894,0.0002610788,0.00013303856,0.00017161827,0.000111259214,0.00046248757],"category_scores_gemma":[0.000011670284,0.00022869011,0.00015049368,0.0002639141,0.00003326241,0.00031832047,0.000032589545,0.00019849553,0.000101598],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027706442,0.0006194836,0.12929198,0.00054640806,0.00012832743,2.1035761e-7,0.040668286,7.241312e-7,0.0000029952555,0.0002435437,0.0011642105,0.82705677],"study_design_scores_gemma":[0.02682067,0.008077213,0.7610001,0.0040529286,0.00014350971,0.000032603384,0.1831103,0.0035163506,0.000004727159,0.011087979,0.001123623,0.001030006],"about_ca_topic_score_codex":0.020371275,"about_ca_topic_score_gemma":0.011287689,"teacher_disagreement_score":0.82602674,"about_ca_system_score_codex":0.000101022364,"about_ca_system_score_gemma":0.00003274819,"threshold_uncertainty_score":0.9861522},"labels":[],"label_agreement":null},{"id":"W1485645140","doi":"","title":"Universal coverage without universal access: a study of psychiatrist supply and practice patterns in Ontario.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Psychiatry; Quarter (Canadian coin); Emergency medicine; Outpatient clinic; Population; Depression (economics); Emergency department; Health care; Emergency rooms; Family medicine; Medical emergency; Internal medicine","score_opus":0.03876325950839907,"score_gpt":0.3314016859092569,"score_spread":0.2926384264008578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485645140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968317,0.000026051572,0.000031949097,0.00032265438,0.00043254154,0.0015185386,0.000010142802,0.000019466339,0.029321663],"genre_scores_gemma":[0.9982198,0.000010339309,0.00002351923,0.00019306812,0.00003826146,0.00022967193,0.000011311025,0.000013827315,0.0012601924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859697,0.00034284923,0.00025060703,0.00032724443,0.00015941316,0.00032291395],"domain_scores_gemma":[0.99918157,0.00023312539,0.00019762812,0.00024399112,0.000025883515,0.000117812226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041469838,0.00014020565,0.0002428539,0.00016200323,0.000064718646,0.000036670615,0.00020949243,0.00006468316,0.00023975913],"category_scores_gemma":[0.000023409306,0.00013276906,0.00002143778,0.00014428142,0.00003267019,0.00042995723,0.000090792535,0.00018292983,0.000005714458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011548579,0.001572216,0.9688039,0.000019868548,0.000065735745,0.000034213022,0.004230293,0.0000014339608,3.1983063e-7,0.00031886963,0.00013991828,0.023658402],"study_design_scores_gemma":[0.0067602787,0.00033300274,0.986765,0.000007664144,0.000072078576,0.000009228152,0.0037297227,0.00000211956,0.0000025516943,0.000045115175,0.00215748,0.000115744195],"about_ca_topic_score_codex":0.253633,"about_ca_topic_score_gemma":0.3168762,"teacher_disagreement_score":0.06324322,"about_ca_system_score_codex":0.00016885663,"about_ca_system_score_gemma":0.000022876084,"threshold_uncertainty_score":0.7513372},"labels":[],"label_agreement":null},{"id":"W1485778216","doi":"10.1111/j.1365-2753.2010.01437.x","title":"Family doctors and psychologists working together: doctors' and patients' perspectives","year":2010,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Montfort Hospital; University of Ottawa","funders":"","keywords":"Referral; Medicine; Audit; Family medicine; Anxiety; Mental health; Intervention (counseling); Depression (economics); Medical diagnosis; Psychological intervention; Quality of life (healthcare); Nursing; Psychiatry","score_opus":0.13395736932057736,"score_gpt":0.5532401408041914,"score_spread":0.41928277148361404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485778216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813123,0.0016516066,0.000015357116,0.002368967,0.0033427568,0.00036282747,0.0000011415825,0.0000057254774,0.010939327],"genre_scores_gemma":[0.99608046,0.00053216954,0.0019711754,0.0008256983,0.00050796004,0.000010544006,0.0000013936838,0.0000106585885,0.00005996546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966041,0.0012674194,0.001211673,0.00027601857,0.00046488777,0.00017589805],"domain_scores_gemma":[0.9930833,0.0049322015,0.0012211598,0.00017172839,0.0004385074,0.00015311797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00981064,0.00012291997,0.00028237715,0.00014431794,0.00009806547,0.0000677703,0.00010357645,0.00020671786,0.0004151874],"category_scores_gemma":[0.0069788415,0.000095612806,0.000062534855,0.00015277513,0.00015701192,0.0005439149,0.00003395677,0.0010299223,0.000016794576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011568395,0.0016422637,0.723157,0.0000070441697,0.00008413605,0.000026268253,0.0027504931,0.0000010166214,0.000019197942,0.00092471816,0.00077577686,0.26945528],"study_design_scores_gemma":[0.004437609,0.0008152154,0.98229545,0.00004261188,0.00012745659,0.000060197857,0.0035588879,0.000026418737,0.0000013157587,0.0014882548,0.0070491848,0.00009740929],"about_ca_topic_score_codex":0.000072647075,"about_ca_topic_score_gemma":0.000042424064,"teacher_disagreement_score":0.26935786,"about_ca_system_score_codex":0.000052053514,"about_ca_system_score_gemma":0.000042616837,"threshold_uncertainty_score":0.8354829},"labels":[],"label_agreement":null},{"id":"W1486747216","doi":"10.1177/070674371005500103","title":"Regional and Individual Influences on Use of Mental Health Services in Canada","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Mental health; Psychology; Geography; Psychiatry","score_opus":0.033450682162453976,"score_gpt":0.3156255872785602,"score_spread":0.2821749051161062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1486747216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97412926,0.00096847385,2.154318e-8,0.022337252,0.0021927538,0.0001243638,0.000076534685,7.021739e-7,0.00017064324],"genre_scores_gemma":[0.9948939,0.000016627313,0.00016990486,0.004748965,0.00012488572,0.0000015488391,0.000004929362,0.000006325912,0.000032912267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990261,0.00008621999,0.00037209102,0.000084445375,0.00018772182,0.00024343138],"domain_scores_gemma":[0.99910486,0.000055779365,0.0003495555,0.00012253769,0.000023558061,0.0003437286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029068175,0.000088728135,0.00016110731,0.00015751785,0.00019615747,0.000025370042,0.00024115283,0.000040507097,0.0001871964],"category_scores_gemma":[0.0000022132124,0.000060868377,0.000023854784,0.00011433234,0.00008311442,0.00009759451,0.0000065739505,0.00034243072,0.0000015932836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007068246,0.000028815437,0.9811236,0.00002513948,0.000038955397,0.000010147313,0.0020417753,0.0000036191054,0.0000011281141,0.005769842,0.006973771,0.0039125117],"study_design_scores_gemma":[0.0006218967,0.00017537636,0.99285156,0.00014296519,0.000007398088,0.000106575135,0.002250373,0.0000018727452,0.0000020698537,0.00085991697,0.0029267047,0.00005328163],"about_ca_topic_score_codex":0.99060935,"about_ca_topic_score_gemma":0.99992585,"teacher_disagreement_score":0.020764647,"about_ca_system_score_codex":0.00012712223,"about_ca_system_score_gemma":0.003615156,"threshold_uncertainty_score":0.6413132},"labels":[],"label_agreement":null},{"id":"W1488179480","doi":"10.1017/s0033291712001511","title":"Global variation in the prevalence and incidence of major depressive disorder: a systematic review of the epidemiological literature","year":2012,"lang":"en","type":"review","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Major depressive disorder; Epidemiology; Meta-analysis; Incidence (geometry); Medicine; PsycINFO; Prevalence; Demography; Systematic review; MEDLINE; Depression (economics); Study heterogeneity; Meta-regression; Disease burden; Psychiatry; Environmental health; Population; Pathology","score_opus":0.08923872513095255,"score_gpt":0.4756943322954148,"score_spread":0.38645560716446226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488179480","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003351452,0.99183196,0.000018685141,0.000877968,0.0004436568,0.005518001,0.00007161657,0.000009060308,0.0008938877],"genre_scores_gemma":[0.017705154,0.97967476,0.000023692937,0.0012864146,0.00011508342,0.0011085778,0.000022784874,0.000007489582,0.000056054818],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9921239,0.0047945855,0.0018771404,0.0004961874,0.00038612707,0.00032203604],"domain_scores_gemma":[0.9944996,0.0026148756,0.0018480966,0.00090046605,0.000059732443,0.00007723453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003372533,0.00039531887,0.0028320947,0.000052355743,0.00006916059,0.0000045077736,0.0010106148,0.00044369482,0.0003421554],"category_scores_gemma":[0.0020215986,0.00013095321,0.00024509794,0.00095149066,0.0004123173,0.000048876158,0.00012185013,0.00051607867,0.0000087856615],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018861476,0.00034143496,0.0014495437,0.9303123,0.00006175795,0.00001143643,0.0003310408,4.6620285e-9,2.7494417e-8,0.0032399704,0.00019401165,0.06403963],"study_design_scores_gemma":[0.00050554203,0.00038245833,0.074722,0.9186953,0.0027565432,0.0003584504,0.000027912562,2.6695253e-7,4.0825783e-9,0.0010764699,0.0013337536,0.00014131927],"about_ca_topic_score_codex":0.000049183298,"about_ca_topic_score_gemma":0.0000047548156,"teacher_disagreement_score":0.07327246,"about_ca_system_score_codex":0.00004524297,"about_ca_system_score_gemma":0.000005777576,"threshold_uncertainty_score":0.53401166},"labels":[],"label_agreement":null},{"id":"W1492443078","doi":"10.5430/jnep.v6n11p53","title":"Mental health policy implementation as an integral part of primary health care services in Oshana region, Namibia","year":2016,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Namibia","keywords":"Mental health; Nursing; Health care; Health policy; Medicine; Business; Public health; Political science; Psychiatry","score_opus":0.09296790021697685,"score_gpt":0.5552835783577205,"score_spread":0.4623156781407436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492443078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7848777,0.00609878,0.00001742941,0.20210263,0.0017420127,0.00037659885,0.000013131176,0.000006716472,0.0047649564],"genre_scores_gemma":[0.98994946,0.001362154,0.0008936976,0.007178157,0.00036959926,0.0000041099033,0.000048053975,0.000011369238,0.00018337961],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99821556,0.0006559895,0.00061857566,0.00013783682,0.0001772407,0.00019481375],"domain_scores_gemma":[0.9980851,0.00014146056,0.0013217799,0.00011489339,0.00014851424,0.00018825942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068522315,0.00009519302,0.00021447883,0.00024137521,0.000191937,0.000021824155,0.00008616772,0.000039411043,0.00007548209],"category_scores_gemma":[0.000023299257,0.00007078245,0.000027630738,0.0001803571,0.000035803943,0.00092520943,0.000008244122,0.00010912954,0.0000028646007],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007507453,0.0013768756,0.004427106,0.000112878435,0.000021258,0.0000014645276,0.096702754,4.592917e-8,0.0000314791,0.0023331507,0.00952092,0.88472134],"study_design_scores_gemma":[0.0062126997,0.005831589,0.25294766,0.0035879766,0.00006690516,0.003023187,0.60070646,7.152742e-7,0.00011816994,0.001969091,0.12527248,0.000263037],"about_ca_topic_score_codex":0.005106733,"about_ca_topic_score_gemma":0.0003647543,"teacher_disagreement_score":0.8844583,"about_ca_system_score_codex":0.0010130218,"about_ca_system_score_gemma":0.0010471962,"threshold_uncertainty_score":0.7719887},"labels":[],"label_agreement":null},{"id":"W1499506004","doi":"10.1007/s00127-003-0651-2","title":"Epidemiology of major depression in a predominantly rural health region","year":2003,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Calgary","funders":"","keywords":"Epidemiology; Depression (economics); Incidence (geometry); Medicine; Demography; Cross-sectional study; Observational study; Psychiatry; Gerontology; Psychology","score_opus":0.06392768712994408,"score_gpt":0.4182504435893099,"score_spread":0.35432275645936584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499506004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87193996,0.0943893,0.000971221,0.01637581,0.006632051,0.0013546587,0.00002942574,0.0000674454,0.008240118],"genre_scores_gemma":[0.9901747,0.0010838124,0.0037684815,0.0037555133,0.0005258857,0.00016675249,0.000037690188,0.000037077516,0.00045005477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98964953,0.00597939,0.0022060676,0.000817143,0.0000910303,0.0012568312],"domain_scores_gemma":[0.9961675,0.001721679,0.0013931127,0.0004099592,0.000032050386,0.0002757183],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004475768,0.0004136256,0.0016720938,0.00040079994,0.00049213186,0.0000015929264,0.00025791262,0.0006802886,0.00020304057],"category_scores_gemma":[0.00037288136,0.00036001677,0.00026841622,0.00065805286,0.0003574727,0.00009989054,0.00004454976,0.0005971741,0.000029142288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050642743,0.0005183335,0.7944586,0.00019769165,0.000053388314,0.0000021515275,0.00063641666,0.0000012332456,3.9625775e-7,0.19045314,0.0065539777,0.0066182096],"study_design_scores_gemma":[0.0036296372,0.00064380025,0.8780713,0.00007671343,0.000041329014,0.00009137418,0.0016361369,0.000007225313,5.4794623e-7,0.11455977,0.00096570986,0.00027645842],"about_ca_topic_score_codex":0.0019019142,"about_ca_topic_score_gemma":0.00044164265,"teacher_disagreement_score":0.11823476,"about_ca_system_score_codex":0.00007880008,"about_ca_system_score_gemma":0.00014332157,"threshold_uncertainty_score":0.9998852},"labels":[],"label_agreement":null},{"id":"W1500533897","doi":"10.5772/31704","title":"Workplace Functional Impairment Due to Mental Disorders","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Causation; Context (archaeology); Psychiatry; Psychology; Psychiatric assessment; Duty; Medicine; Clinical psychology; Political science","score_opus":0.03320452477714598,"score_gpt":0.32209736481608764,"score_spread":0.28889284003894167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1500533897","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018532394,0.0008967963,0.00025850371,0.0004941143,0.0045040483,0.0018759166,0.00012076619,0.00017573056,0.9898209],"genre_scores_gemma":[0.18107073,0.000010993384,0.00007895463,0.00092795823,0.0005927437,0.00039316548,0.00014247511,0.00009561504,0.81668735],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806076,0.000026414438,0.00043303665,0.00054864003,0.00034874087,0.0005824118],"domain_scores_gemma":[0.9989272,0.00006353351,0.0001749916,0.00046810062,0.000028035758,0.0003381399],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015828498,0.0004991375,0.00039863487,0.00024047692,0.00020791884,0.000030699604,0.0002596192,0.00041000286,0.02082103],"category_scores_gemma":[0.0000015883578,0.0004589969,0.00021392237,0.000015363163,0.000089016525,0.00003759354,0.00018159692,0.0004638376,0.008722552],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016264644,0.00051185745,0.00042677892,0.00013567088,0.0008869425,0.000120328965,0.002967982,1.02609725e-7,0.00018868064,0.07098791,0.09685233,0.825295],"study_design_scores_gemma":[0.0010704845,0.0005772989,0.00073881657,0.00029674388,0.000101574544,0.00008279211,0.00017084081,1.7495965e-7,0.0005344634,0.008312095,0.98746514,0.0006495463],"about_ca_topic_score_codex":0.00012386596,"about_ca_topic_score_gemma":0.00018844559,"teacher_disagreement_score":0.89061284,"about_ca_system_score_codex":0.00042992624,"about_ca_system_score_gemma":0.00003114911,"threshold_uncertainty_score":0.9997862},"labels":[],"label_agreement":null},{"id":"W150846618","doi":"10.1177/070674370004500703","title":"Mental Health Services for American Indians and Alaska Natives: Need, Use, and Barriers to Effective Care","year":2000,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Mental health care; Gerontology; Psychology; Psychiatry; Medicine","score_opus":0.01861815330803043,"score_gpt":0.3644589246365318,"score_spread":0.3458407713285014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W150846618","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074709756,0.98312336,8.175348e-7,0.0034991268,0.0017071913,0.0027445466,0.00123317,0.0000048745987,0.00021594466],"genre_scores_gemma":[0.006254894,0.9861288,0.0006591994,0.0054829596,0.0008133601,0.00021865022,0.00009826247,0.00010989243,0.00023395265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804956,0.00041039422,0.00058010925,0.00029373317,0.00012718105,0.0005390078],"domain_scores_gemma":[0.9970262,0.00017552842,0.00073485635,0.00020490529,0.00005222506,0.0018063068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003067707,0.00037639562,0.0011075982,0.0005015323,0.00095171586,0.00014912973,0.0003332832,0.00012776228,0.00009293436],"category_scores_gemma":[0.00000673715,0.00025488963,0.00019993482,0.00031106075,0.00019394403,0.000118878444,0.000014004148,0.0004201178,0.0000076590995],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009276003,0.0000133159365,0.0062177167,0.0045196204,0.00049978687,0.000009196188,0.023145441,1.7140877e-7,1.0451257e-9,0.00031672991,0.0050402186,0.96014506],"study_design_scores_gemma":[0.0008827145,0.0016245308,0.003742669,0.007835503,0.00039963075,0.0003509344,0.025750682,1.08731626e-7,1.7303192e-8,0.00014206397,0.9589719,0.00029924142],"about_ca_topic_score_codex":0.039192256,"about_ca_topic_score_gemma":0.44756052,"teacher_disagreement_score":0.9598458,"about_ca_system_score_codex":0.00047550094,"about_ca_system_score_gemma":0.0021052866,"threshold_uncertainty_score":0.99999034},"labels":[],"label_agreement":null},{"id":"W1510833172","doi":"","title":"Fighting Stigma and Discrimination Is Fighting for Mental Health","year":2005,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Stigma (botany); Humanities; Mental health; Sociology; Psychology; Psychiatry; Art","score_opus":0.05561688809749039,"score_gpt":0.3884083515455104,"score_spread":0.33279146344802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510833172","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42125958,0.0022243136,0.000049844377,0.52922046,0.00053195975,0.0015174219,0.0012106604,0.00008248842,0.04390328],"genre_scores_gemma":[0.9710673,0.000026460753,0.0003376679,0.020586923,0.0008046107,0.000120758516,0.00029750928,0.000023247792,0.0067355214],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855775,0.000041613646,0.00024401431,0.00027919098,0.00007956965,0.00079787546],"domain_scores_gemma":[0.9988361,0.000043062624,0.00010492542,0.00015212483,0.000026063231,0.0008377239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021159743,0.0001343662,0.00014486085,0.00041272867,0.0008860188,0.00010251938,0.000119915305,0.00007100681,0.00068020006],"category_scores_gemma":[0.00003713898,0.00013211467,0.00003423965,0.00019397505,0.000036538222,0.00026960732,0.000017331146,0.00007499682,0.000059912774],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005733514,0.00003361816,0.0024468645,0.00005303117,0.000021336009,0.0000010306667,0.0049992576,3.289626e-8,0.0000024727144,0.06781266,0.1210656,0.80355835],"study_design_scores_gemma":[0.0015261737,0.00013140301,0.030920696,0.000050937753,0.0000068827253,0.000025749257,0.0010907816,0.0003132487,0.00003424794,0.00064512616,0.9650139,0.00024081564],"about_ca_topic_score_codex":0.20079876,"about_ca_topic_score_gemma":0.30103412,"teacher_disagreement_score":0.84394836,"about_ca_system_score_codex":0.00088621397,"about_ca_system_score_gemma":0.0005797019,"threshold_uncertainty_score":0.80452317},"labels":[],"label_agreement":null},{"id":"W1513478009","doi":"10.1177/070674370705200311","title":"Receiving Guideline-Concordant Pharmacotherapy for Major Depression: Impact on Ambulatory and Inpatient Health Service Use","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Medicine; Ambulatory; Guideline; Depression (economics); Concordance; Pharmacotherapy; Emergency medicine; Population; Anxiety; Pharmacy; Retrospective cohort study; Ambulatory care; Mental health; Polypharmacy; Interquartile range; Health care; Psychiatry; Family medicine; Internal medicine","score_opus":0.04173386020170736,"score_gpt":0.4064007525101956,"score_spread":0.36466689230848826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513478009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710783,0.007529024,0.00015243595,0.016337097,0.004057653,0.0005689831,0.000056086785,0.00000687991,0.00021354125],"genre_scores_gemma":[0.9727445,0.00005494902,0.0021663161,0.023942806,0.00092472445,0.0000071637614,0.0000067511714,0.0000347312,0.00011802284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836063,0.000120036515,0.0006955909,0.0001588688,0.00015296908,0.0005118845],"domain_scores_gemma":[0.9980918,0.00016436006,0.0005712594,0.00021747104,0.000115965755,0.0008391315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013806823,0.00017946733,0.00024420203,0.00022363971,0.0005879296,0.000056624835,0.00023114058,0.00006756048,0.00032697534],"category_scores_gemma":[0.00000874116,0.00011070071,0.000102493315,0.00015378091,0.000036951416,0.00012337907,0.0000059251456,0.0002785707,0.0000074835375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029727626,0.00023366713,0.6355846,0.00010331458,0.00042005294,0.000047766578,0.0047288034,0.00006680866,0.000029940325,0.0018988675,0.2027287,0.15118474],"study_design_scores_gemma":[0.009857517,0.0029786457,0.93531865,0.0007479268,0.0001322049,0.00062485674,0.0020436875,0.00008199778,0.000122157,0.0036772566,0.043943822,0.00047126252],"about_ca_topic_score_codex":0.046909377,"about_ca_topic_score_gemma":0.2850658,"teacher_disagreement_score":0.2997341,"about_ca_system_score_codex":0.00032129892,"about_ca_system_score_gemma":0.0008961295,"threshold_uncertainty_score":0.9594373},"labels":[],"label_agreement":null},{"id":"W1513981069","doi":"10.3233/wor-2009-0890","title":"Understanding the stigma of mental illness in employment","year":2009,"lang":"en","type":"article","venue":"Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":240,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Stigma (botany); Mental illness; Salience (neuroscience); Psychology; Social psychology; Grounded theory; Ambivalence; Mental health; Qualitative research; Sociology; Psychotherapist; Psychiatry; Cognitive psychology; Social science","score_opus":0.11789355221627972,"score_gpt":0.3862225233002429,"score_spread":0.2683289710839632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513981069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698574,0.0004939563,0.00008696004,0.0016707662,0.0005278138,0.0003437824,0.0000024978099,0.000014219945,0.027002614],"genre_scores_gemma":[0.99848527,0.000010543164,0.000017385457,0.000324157,0.000033129356,0.000015359336,0.0000045942775,0.0000042615984,0.0011053275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994114,0.00005169074,0.00015837871,0.000107663305,0.00009536152,0.00017549813],"domain_scores_gemma":[0.9997353,0.0000454578,0.000049811442,0.00014084199,0.000002507202,0.000026084585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012955291,0.000065017586,0.000093224655,0.000039427392,0.00010323185,0.000006597657,0.00010668817,0.000031225765,0.0005109985],"category_scores_gemma":[0.000001306881,0.000043190288,0.000024473899,0.0002122905,0.000030960386,0.00002435075,0.000012036352,0.000063938605,0.000036970752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013360337,0.0021849407,0.46191087,0.00002987252,0.00011224433,0.00008851586,0.05299745,0.00003432155,0.000120497745,0.16582583,0.024691982,0.29066744],"study_design_scores_gemma":[0.0030168712,0.00038614322,0.967504,0.00025910203,0.000022155511,0.000005744294,0.012550809,0.000007702379,0.0004509448,0.012224802,0.003328682,0.00024301582],"about_ca_topic_score_codex":0.00006878006,"about_ca_topic_score_gemma":0.000035323206,"teacher_disagreement_score":0.5055931,"about_ca_system_score_codex":0.00012600826,"about_ca_system_score_gemma":0.000003851023,"threshold_uncertainty_score":0.5595075},"labels":[],"label_agreement":null},{"id":"W152461920","doi":"10.1177/070674370705200706","title":"Depression Literacy in Alberta: Findings from a General Population Sample","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale","keywords":"Mental health literacy; Vignette; Depression (economics); Mental health; Psychological intervention; Public health; Psychiatry; Population; Psychology; Health literacy; Medicine; Clinical psychology; Mental illness; Health care; Social psychology; Nursing","score_opus":0.018156615256572098,"score_gpt":0.34041956152302805,"score_spread":0.32226294626645596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W152461920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99002945,0.001327452,0.00004541896,0.0037792143,0.0035681487,0.00012356383,0.000016250313,0.0000020896264,0.0011083849],"genre_scores_gemma":[0.99602973,0.0000028925517,0.001956452,0.00092821085,0.0007174664,0.0000018483012,0.000024964507,0.000012630344,0.00032581316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998926,0.00007611529,0.00044836593,0.000108368906,0.00011357876,0.00032756574],"domain_scores_gemma":[0.9991636,0.00015958407,0.00019757009,0.00015969807,0.000025172742,0.00029432913],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043200573,0.000097720076,0.00014063327,0.00024558106,0.00022924638,0.00004554402,0.00022519579,0.000090109104,0.0009557661],"category_scores_gemma":[0.000020815045,0.0000685268,0.00006363101,0.00018318451,0.000021923339,0.00015005872,0.0000057003567,0.00026553453,0.000030665968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010625872,0.000030848707,0.9821956,0.000003027224,0.000019102756,0.000025095764,0.0016872351,0.000004570903,0.0000019562053,0.0037001993,0.0019523898,0.010273692],"study_design_scores_gemma":[0.0008127809,0.0000480535,0.97693884,0.00008408549,0.000017239154,0.000037406364,0.00016077157,0.0000066841535,0.0000064850933,0.020528879,0.0012886116,0.00007017524],"about_ca_topic_score_codex":0.73632187,"about_ca_topic_score_gemma":0.9487399,"teacher_disagreement_score":0.21241799,"about_ca_system_score_codex":0.00018515007,"about_ca_system_score_gemma":0.00015422313,"threshold_uncertainty_score":0.9999575},"labels":[],"label_agreement":null},{"id":"W1531144783","doi":"10.1177/070674370304800711","title":"Patient Attitudes regarding Causes of Depression: Implications for Psychoeducation","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; York University; University Health Network; Centre for Addiction and Mental Health","funders":"","keywords":"Psychoeducation; Depression (economics); Psychiatry; Clinical psychology; Psychology; Cognition; Major depressive disorder; Intervention (counseling)","score_opus":0.04674820891904364,"score_gpt":0.37978863172359206,"score_spread":0.33304042280454843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531144783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9583753,0.009007258,0.0002501522,0.014280837,0.007241363,0.0006256054,0.00004983244,0.0000048328457,0.010164843],"genre_scores_gemma":[0.9968969,0.000012019033,0.0022309264,0.00043339236,0.00019443133,0.00003424606,0.0000032153903,0.000012456951,0.0001823783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913853,0.00008673367,0.00040312533,0.00009525836,0.0000681233,0.00020824732],"domain_scores_gemma":[0.9988814,0.000077016804,0.00042709935,0.00025369495,0.00013931091,0.0002214717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028416025,0.000082653736,0.00013593897,0.00013448676,0.00040085358,0.000020360052,0.00017804965,0.000053136348,0.0002610432],"category_scores_gemma":[0.000030108351,0.00005665788,0.00009828015,0.00013933968,0.00005484646,0.00006836754,0.0000021601957,0.000105715946,0.00000568312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005222176,0.00014839343,0.81309736,0.000040427512,0.00012313068,6.3173997e-7,0.0011776068,0.000008280287,0.000019567458,0.13414468,0.042713035,0.00847465],"study_design_scores_gemma":[0.0014163071,0.000424066,0.921766,0.00024836755,0.0001604667,0.00023764184,0.002128865,3.557888e-7,0.00028627607,0.053381097,0.019784927,0.00016562166],"about_ca_topic_score_codex":0.002312056,"about_ca_topic_score_gemma":0.061559476,"teacher_disagreement_score":0.108668625,"about_ca_system_score_codex":0.00008292304,"about_ca_system_score_gemma":0.0006587164,"threshold_uncertainty_score":0.9555646},"labels":[],"label_agreement":null},{"id":"W1531732274","doi":"10.7202/1025914ar","title":"Services de santé mentale en Australie","year":2014,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.021087850689687968,"score_gpt":0.36224368036379717,"score_spread":0.3411558296741092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531732274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9004043,0.007097377,0.000043340977,0.003925704,0.0036777682,0.0010031258,0.00022867837,0.00014703028,0.08347268],"genre_scores_gemma":[0.9494694,0.00037107113,0.00039441284,0.003278148,0.00213039,0.00019113722,0.00023274808,0.00010950919,0.04382318],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994927,0.0010608219,0.0008369303,0.0009363808,0.00046587831,0.0017729832],"domain_scores_gemma":[0.9977429,0.00042806764,0.00036765457,0.0008026515,0.000030106252,0.0006286089],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00094486313,0.0007008985,0.0006673156,0.00016626438,0.00077705,0.000116234965,0.0007731998,0.0004626462,0.015365524],"category_scores_gemma":[0.00001068829,0.00071394903,0.00027087567,0.00027067435,0.0003876289,0.00043924546,0.00025640466,0.0004552985,0.007996455],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049886806,0.0038617742,0.2847114,0.0020806585,0.00068763085,0.0002255784,0.0394837,0.000007984198,0.0032214497,0.0032340037,0.014617241,0.64736974],"study_design_scores_gemma":[0.0094251055,0.0018801285,0.3431078,0.0012429056,0.00076459756,0.00040878195,0.021160843,0.00041426384,0.01968826,0.00082783,0.59943694,0.0016425388],"about_ca_topic_score_codex":0.43208027,"about_ca_topic_score_gemma":0.16587858,"teacher_disagreement_score":0.6457272,"about_ca_system_score_codex":0.0036263983,"about_ca_system_score_gemma":0.00036767503,"threshold_uncertainty_score":0.99953115},"labels":[],"label_agreement":null},{"id":"W1532330118","doi":"","title":"Analysis on the Development of Mental Health Education for University Students in the New Century","year":2015,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Thriving; Professionalization; China; Medical education; Psychology; Promotion (chess); Health education; Pedagogy; Nursing; Medicine; Political science; Sociology; Psychiatry; Public health; Social science","score_opus":0.09396002322382632,"score_gpt":0.4732577836738934,"score_spread":0.379297760450067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1532330118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905436,0.0005537187,0.000012205034,0.0053561972,0.00011487858,0.00087367796,0.000010983781,0.000008743087,0.002525997],"genre_scores_gemma":[0.9976355,0.000046712736,0.00034836834,0.00037716076,0.000013306016,0.000030822714,0.00051287655,0.00000298625,0.001032301],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990759,0.00027659553,0.0002354267,0.00011470992,0.00017307398,0.00012432659],"domain_scores_gemma":[0.99912727,0.00010102414,0.00020571298,0.00043238702,0.00008572128,0.000047879927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071762054,0.00007511603,0.00011235731,0.000059086356,0.00046174592,0.000052604064,0.00070043607,0.00003271823,0.000026664682],"category_scores_gemma":[0.000013819648,0.000043212578,0.000048304133,0.00037009307,0.00006559346,0.00013199021,0.000067124194,0.000085794854,0.000014063283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012338888,0.0036001217,0.32747984,0.000048939943,0.00057355326,1.7298076e-7,0.33299935,0.000025593114,0.000025450718,0.036285475,0.037920628,0.259807],"study_design_scores_gemma":[0.002164836,0.000169465,0.7933507,0.000055423276,0.000057625737,6.3420373e-7,0.099428065,0.00001929973,0.000077603196,0.0002869696,0.104267724,0.000121638244],"about_ca_topic_score_codex":0.00075213006,"about_ca_topic_score_gemma":0.0010647749,"teacher_disagreement_score":0.46587086,"about_ca_system_score_codex":0.00033985008,"about_ca_system_score_gemma":0.00011262274,"threshold_uncertainty_score":0.3551423},"labels":[],"label_agreement":null},{"id":"W15400345","doi":"10.12681/eadd/25142","title":"Η εφαρμογή και αξιολόγηση μιας ομαδικής ψυχοεκπαιδευτικής παρέμβασης σε μέλη οικογενειών ατόμων με σχιζοφρένεια ή σχιζοσυναισθηματική διαταραχή","year":2010,"lang":"el","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rappaport; Philosophy; Humanities; Art; Theology","score_opus":0.032774961381003276,"score_gpt":0.4402011495837569,"score_spread":0.4074261882027536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W15400345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5331599,0.003713363,0.00008350469,0.0019199206,0.032479145,0.0061719837,0.00083717826,0.0010045379,0.42063046],"genre_scores_gemma":[0.53195965,0.0016929847,0.0013443392,0.003993404,0.005088762,0.0018798509,0.011895282,0.0009489921,0.4411967],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9812611,0.0011905433,0.0047486126,0.005408919,0.002523902,0.0048669246],"domain_scores_gemma":[0.98768723,0.001233053,0.0030294186,0.004759934,0.0009679735,0.0023224007],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0019498003,0.004195147,0.0040229717,0.0019174116,0.0027210922,0.00091015984,0.0037816034,0.0068763616,0.105413586],"category_scores_gemma":[0.00025536303,0.003953562,0.0018107422,0.001839748,0.0006111284,0.0011007923,0.00049466576,0.0061470666,0.061861746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009716776,0.018861178,0.038690023,0.0093225865,0.0056601674,0.0025280186,0.021634687,0.000012066327,0.006595968,0.04755699,0.37199715,0.4674244],"study_design_scores_gemma":[0.031277634,0.0043149353,0.20368014,0.0038919386,0.0053548687,0.00063703256,0.029957438,0.00047506025,0.012860405,0.0063957553,0.6865529,0.014601904],"about_ca_topic_score_codex":0.009576365,"about_ca_topic_score_gemma":0.0076478515,"teacher_disagreement_score":0.45282248,"about_ca_system_score_codex":0.00090366707,"about_ca_system_score_gemma":0.0008577799,"threshold_uncertainty_score":0.99857724},"labels":[],"label_agreement":null},{"id":"W154012441","doi":"","title":"Secondary prevention of depression in primary care","year":2007,"lang":"en","type":"article","venue":"Psychology in Spain","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychopathology; Depression (economics); Psychiatry; Interpersonal psychotherapy; Mental health; Psychology; Major depressive disorder; Commit; Primary care; Medicine; Clinical psychology; Psychotherapist; Cognition; Randomized controlled trial; Family medicine","score_opus":0.029326750814066768,"score_gpt":0.41452938515582255,"score_spread":0.3852026343417558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W154012441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85370946,0.00246331,0.00014586584,0.00007754609,0.0006455992,0.00042676608,0.0000047636995,0.00001684491,0.14250986],"genre_scores_gemma":[0.99840254,0.000030460213,0.0004539412,0.00048611965,0.000045707864,0.000054637945,0.00007601742,0.0000135000955,0.00043708066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849075,0.00023161921,0.000503571,0.00033607727,0.00008844124,0.00034953526],"domain_scores_gemma":[0.99939746,0.00011491853,0.00013823214,0.00028912703,0.000013724277,0.000046549107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008700955,0.0001160246,0.00023404768,0.0003468252,0.000024807849,0.0000018501651,0.0001568435,0.00023021274,0.0008114209],"category_scores_gemma":[0.000006183564,0.00011347873,0.000043130574,0.00027807595,0.00005902794,0.000064033906,0.000029198005,0.00025946705,0.00006067894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047575726,0.0004914573,0.64588106,0.0000779803,0.000006353325,0.00007973603,0.001701292,4.0222957e-7,0.00035933347,0.00012561318,0.0002089348,0.35059205],"study_design_scores_gemma":[0.0030771268,0.00018511077,0.99434143,0.000110443565,0.0000041747053,0.000011677085,0.0007784506,5.1353396e-7,0.00025372487,0.0006034793,0.00054603704,0.00008781265],"about_ca_topic_score_codex":0.00017414562,"about_ca_topic_score_gemma":0.0006848407,"teacher_disagreement_score":0.35050425,"about_ca_system_score_codex":0.00010902072,"about_ca_system_score_gemma":0.000014380094,"threshold_uncertainty_score":0.888449},"labels":[],"label_agreement":null},{"id":"W1542782551","doi":"10.1007/bf03405412","title":"Depressive disorders among young Canadians: associated factors of continuity and discontinuity.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Gynecology; Medicine; Art","score_opus":0.016767537760720465,"score_gpt":0.28240025573883537,"score_spread":0.2656327179781149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542782551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97285193,0.000401476,0.000013885306,0.000057195703,0.00046110462,0.0009990153,0.00007247146,0.000031105796,0.025111834],"genre_scores_gemma":[0.99661654,0.000011766284,0.000002428025,0.00004216892,0.000025100508,0.00024275691,0.000036531117,0.000013844239,0.003008847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987162,0.00006806525,0.0002821102,0.00023968724,0.00012488021,0.0005691081],"domain_scores_gemma":[0.999125,0.00018493508,0.00021957682,0.00014755638,0.000022125863,0.00030082298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003769082,0.00013535234,0.00023376204,0.00009822359,0.000111811074,0.000017875354,0.00011342161,0.00011333523,0.00007262709],"category_scores_gemma":[0.00009544877,0.00011710071,0.000047031936,0.0001454755,0.00014555549,0.00011880063,0.000030203128,0.00010674194,0.0000013582494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003256286,0.00010005389,0.92508733,0.000010271698,0.000083060724,0.0000082337665,0.0019611616,4.0722327e-8,0.0000011199211,0.00021202788,0.000233565,0.07227058],"study_design_scores_gemma":[0.0009896888,0.000017336402,0.9970102,0.0000074105833,0.000037476333,6.163921e-7,0.001476195,4.472521e-7,0.00007711504,0.00014801446,0.00012566775,0.00010983824],"about_ca_topic_score_codex":0.10032187,"about_ca_topic_score_gemma":0.32302427,"teacher_disagreement_score":0.2227024,"about_ca_system_score_codex":0.00010471604,"about_ca_system_score_gemma":0.000007818898,"threshold_uncertainty_score":0.90566915},"labels":[],"label_agreement":null},{"id":"W1543078584","doi":"10.1177/070674370605101411","title":"Book Review: Geriatric Psychiatry: Psychosis in the Elderly","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Psychosis; Psychiatry; Geriatric psychiatry; Psychology; Gerontology; Medicine","score_opus":0.013399408709719864,"score_gpt":0.3082104138452371,"score_spread":0.2948110051355173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543078584","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027975528,0.68961316,0.0000053798917,0.25164002,0.008490045,0.00070404704,0.000019261914,0.000007709072,0.021544823],"genre_scores_gemma":[0.63408875,0.013053573,0.0015931461,0.32416034,0.01218029,0.00025663737,0.000044291715,0.00017905887,0.014443896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744195,0.00046409236,0.0009476919,0.0002046601,0.00031837946,0.00062320597],"domain_scores_gemma":[0.998427,0.00007892782,0.0005988878,0.0005812713,0.00006354372,0.00025040912],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012699303,0.0002413938,0.00034349234,0.0003306552,0.0005251898,0.000089298344,0.0010892585,0.00012254278,0.003420844],"category_scores_gemma":[0.000008839662,0.00013735669,0.00025065042,0.0007869177,0.00011212018,0.0001532087,0.0000066480393,0.00066397944,0.00020979386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003351309,0.0001247298,0.05121358,0.00007998257,0.00003623522,0.000027927423,0.00018498396,0.0000015002129,9.6832835e-8,0.010910268,0.9344172,0.0029700098],"study_design_scores_gemma":[0.001746324,0.0006323475,0.20861952,0.00083209184,0.00023417326,0.0006774758,0.00057919096,7.9048795e-7,4.197848e-7,0.020390661,0.7660121,0.00027490847],"about_ca_topic_score_codex":0.047847364,"about_ca_topic_score_gemma":0.4449176,"teacher_disagreement_score":0.6765596,"about_ca_system_score_codex":0.0001386437,"about_ca_system_score_gemma":0.0007781413,"threshold_uncertainty_score":0.99749017},"labels":[],"label_agreement":null},{"id":"W1550231289","doi":"","title":"Prevalence of Mental Disorders among High-School Students in Iran: A Systematic Review","year":2009,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Prevalence of mental disorders; Clinical psychology; Psychiatry; Diagnostic Classification of Mental Health and Developmental Disorders of Infancy and Early Childhood; Medicine; Mental health","score_opus":0.26142063135325255,"score_gpt":0.6197498876419087,"score_spread":0.3583292562886562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550231289","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050096014,0.9776294,0.0000021065446,0.000023402186,0.0010247368,0.014020967,0.00020616261,0.000027896407,0.0020557013],"genre_scores_gemma":[0.0049769953,0.9909542,0.000018823179,0.00018855964,0.00008373122,0.0017070269,0.00008448559,0.00011600547,0.0018701256],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9888036,0.0026286703,0.0051451223,0.0010604156,0.0015773299,0.0007848555],"domain_scores_gemma":[0.99109066,0.00061132776,0.0063133053,0.0014180961,0.00010776363,0.00045885306],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033710976,0.0010942688,0.0076048286,0.0014878149,0.00018514285,0.0004426059,0.007640462,0.00039806397,0.017900374],"category_scores_gemma":[0.00023128332,0.00084354245,0.00097609335,0.0018822196,0.00017043336,0.001528865,0.0010404243,0.0009862002,0.0001417223],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006159772,0.0016272119,0.0840981,0.8097348,0.0008778254,0.000070497554,0.00011165964,2.7394245e-7,7.223008e-7,0.0000189639,0.0065787463,0.096819565],"study_design_scores_gemma":[0.0010069533,0.0000499197,0.12729682,0.86222225,0.003494969,0.00002476218,0.000039676164,2.6923806e-7,0.0000020431617,0.00020930241,0.00491263,0.00074040063],"about_ca_topic_score_codex":0.0018221522,"about_ca_topic_score_gemma":0.00013004435,"teacher_disagreement_score":0.09607916,"about_ca_system_score_codex":0.0005437268,"about_ca_system_score_gemma":0.00013722932,"threshold_uncertainty_score":0.9994015},"labels":[],"label_agreement":null},{"id":"W1552489530","doi":"10.1177/070674371005500903","title":"Challenges and Opportunities in Measuring the Quality of Mental Health Care","year":2010,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Mental Health; Agency for Healthcare Research and Quality","keywords":"Mental health; Incentive; Quality (philosophy); Accountability; Health care; Medicine; Psychology; Nursing; Medical education; Psychiatry","score_opus":0.30460023928333857,"score_gpt":0.45047181553222343,"score_spread":0.14587157624888486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552489530","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00079305406,0.9767322,4.5225033e-8,0.014490465,0.0032175083,0.0005201061,0.0000925277,0.0000017235578,0.0041524037],"genre_scores_gemma":[0.004149728,0.99500024,0.000034460085,0.00029897375,0.00037684685,0.000013708513,0.000009664667,0.000025282161,0.000091116664],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728733,0.0009257894,0.0010979207,0.00014416016,0.00020134969,0.00034342587],"domain_scores_gemma":[0.99777824,0.00012267217,0.0013549882,0.00035268907,0.00004812282,0.00034331894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020019666,0.00023280054,0.0009878792,0.00027747997,0.0003392243,0.000025070085,0.000543775,0.0001834379,0.000084939194],"category_scores_gemma":[0.000009382734,0.00012506131,0.00021772986,0.000075632954,0.0002142788,0.00004988445,0.000018709277,0.00093493843,0.0000027005035],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011803147,0.000020621606,0.00025224718,0.003574203,0.00009921572,0.000006254123,0.007971364,1.0761256e-8,1.6331392e-9,0.016245937,0.000596614,0.97122175],"study_design_scores_gemma":[0.00066275464,0.00023967809,0.0053110714,0.010011673,0.00016350752,0.00041298202,0.023648845,1.8955715e-8,2.7349705e-8,0.0011621304,0.95817316,0.00021417603],"about_ca_topic_score_codex":0.024253804,"about_ca_topic_score_gemma":0.7990499,"teacher_disagreement_score":0.9710075,"about_ca_system_score_codex":0.00022860098,"about_ca_system_score_gemma":0.0030284743,"threshold_uncertainty_score":0.9822438},"labels":[],"label_agreement":null},{"id":"W1553091743","doi":"10.36834/cmej.36554","title":"Attitudes of Pre-clinical Medical Students towards Psychiatric Patients Before and After an Early Clinical Experience","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Health, State of Israel; Tel Aviv University","keywords":"Psychiatry; Stigma (botany); Medicine; Harm; Medical school; Family medicine; Clinical psychology; Psychology; Medical education","score_opus":0.05150148141060395,"score_gpt":0.4816954640980072,"score_spread":0.4301939826874032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553091743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900419,0.00034191835,0.000005787051,0.001052001,0.0070594884,0.00027572492,0.000008519305,0.000008147342,0.0012064801],"genre_scores_gemma":[0.9895784,0.00015086179,0.00029233322,0.0083930455,0.0011565154,0.000055312885,0.000011651556,0.000017588709,0.0003442716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996189,0.0004940324,0.0012832214,0.0003638732,0.0012317006,0.00043815607],"domain_scores_gemma":[0.98882735,0.000056611876,0.00028946417,0.00027256226,0.00019632104,0.010357697],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018209375,0.0001646729,0.00033398546,0.00021041065,0.00017292489,0.0000448453,0.00077809265,0.00046298778,0.056306377],"category_scores_gemma":[0.0015162879,0.00013122817,0.00009927712,0.0001655464,0.00046241007,0.0002245094,0.000054138804,0.00080159423,0.00006031838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001172677,0.0019865378,0.75266016,0.000010992845,0.0000381455,0.000032905496,0.00326663,4.6438545e-10,1.5966328e-9,0.00006919841,0.0031155695,0.23870258],"study_design_scores_gemma":[0.0014433024,0.0011354864,0.9949829,0.000102387436,0.000032038348,0.000062019644,0.0004470384,0.0000016375816,1.2032703e-7,0.00012062939,0.0015628289,0.000109630266],"about_ca_topic_score_codex":0.013483158,"about_ca_topic_score_gemma":0.026879676,"teacher_disagreement_score":0.24232271,"about_ca_system_score_codex":0.00008395583,"about_ca_system_score_gemma":0.0055721053,"threshold_uncertainty_score":0.99308616},"labels":[],"label_agreement":null},{"id":"W1555407219","doi":"10.1155/2015/145905","title":"Substance Use and Dual Diagnosis Disorders: Future Epidemiology, Determinants, and Policies","year":2015,"lang":"en","type":"editorial","venue":"BioMed Research International","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Epidemiology; Dual diagnosis; Medicine; Dual (grammatical number); MEDLINE; Substance use; Environmental health; Psychiatry; Biology; Pathology","score_opus":0.2078526522364235,"score_gpt":0.5263790184309786,"score_spread":0.3185263661945551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555407219","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1587123,0.012807108,0.0000016326751,0.0062901354,0.8180355,0.0007672698,0.0026159117,0.000043205222,0.0007269713],"genre_scores_gemma":[0.019859642,0.026792783,0.00020251679,0.00012480633,0.93654925,0.0012165793,0.0020637964,0.0000795247,0.013111109],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962629,0.0008154509,0.0004734073,0.00075607473,0.000935342,0.0007567911],"domain_scores_gemma":[0.993316,0.005353006,0.00019944919,0.0003075809,0.00045520454,0.0003687505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002355206,0.0002967926,0.00044288108,0.0006435169,0.00028072853,0.00014705442,0.00042808877,0.0008432799,0.00030089484],"category_scores_gemma":[0.0017435146,0.00024042625,0.000053300468,0.00021408829,0.000821875,0.00027359204,0.00030888827,0.0009349683,0.00007196137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027462863,0.0001712534,0.073325,0.00006400979,0.00012549429,0.000042451396,0.00054499594,7.754867e-9,8.6975587e-7,0.00062662817,0.9019209,0.022903722],"study_design_scores_gemma":[0.0011877436,0.00026620337,0.048206493,0.00013413132,0.000013262583,0.0000088136485,0.0004134221,0.0000054756542,0.0000026279083,0.0015215023,0.94803894,0.00020137796],"about_ca_topic_score_codex":0.0046658632,"about_ca_topic_score_gemma":0.0028466305,"teacher_disagreement_score":0.13885266,"about_ca_system_score_codex":0.00027189284,"about_ca_system_score_gemma":0.00010265333,"threshold_uncertainty_score":0.98042977},"labels":[],"label_agreement":null},{"id":"W1560306056","doi":"10.1177/070674371305801207","title":"Depression Screening in Primary Care: Why the Canadian Task Force on Preventive Health Care Did the Right Thing","year":2013,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Task force; Primary care; Depression (economics); Medicine; Psychology; Task (project management); Psychiatry; Family medicine; Political science","score_opus":0.027758596264015317,"score_gpt":0.347507897015731,"score_spread":0.31974930075171565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560306056","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015383006,0.96866184,0.000003961727,0.010952108,0.0051349853,0.0026538353,0.00019355325,0.000006459891,0.012239416],"genre_scores_gemma":[0.027099958,0.92817223,0.0005342256,0.03379518,0.0057721706,0.0006665215,0.0005927476,0.00042413926,0.0029428154],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99485356,0.0018860929,0.0012574922,0.00040339032,0.00044968096,0.0011497659],"domain_scores_gemma":[0.9960494,0.00031740367,0.0015934125,0.000911978,0.00011733813,0.0010104348],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012984477,0.0005732321,0.0011349627,0.0005900748,0.0030948555,0.00027070698,0.0019571146,0.00039109547,0.00034338253],"category_scores_gemma":[0.000016967702,0.00026138427,0.00055526436,0.0005120528,0.00018998864,0.00015525798,0.000042337022,0.0026694618,0.00007192429],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003606455,0.000029519864,0.0024202177,0.0027640364,0.00040316064,0.00010063464,0.013142399,0.000007873688,2.3188598e-9,0.0032846949,0.07218251,0.90562886],"study_design_scores_gemma":[0.0006691092,0.00025382635,0.0038575127,0.020527905,0.0004218372,0.00031837163,0.004514421,5.886444e-7,5.4680417e-8,0.000586643,0.96848345,0.0003662992],"about_ca_topic_score_codex":0.77269346,"about_ca_topic_score_gemma":0.99321073,"teacher_disagreement_score":0.9052626,"about_ca_system_score_codex":0.0030104474,"about_ca_system_score_gemma":0.011051059,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W1560790411","doi":"10.1186/s13033-015-0013-y","title":"The Friendship Bench programme: a cluster randomised controlled trial of a brief psychological intervention for common mental disorders delivered by lay health workers in Zimbabwe","year":2015,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":173,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; Medical Research Council; Grand Challenges Canada","keywords":"Medicine; Cluster randomised controlled trial; Psychological intervention; Mental health; Health administration; Intervention (counseling); Family medicine; Implementation research; Randomized controlled trial; Psychosocial; Informed consent; Public health; Physical therapy; Nursing; Psychiatry; Alternative medicine","score_opus":0.05341181011167515,"score_gpt":0.43968560020241526,"score_spread":0.3862737900907401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560790411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94132924,0.009348676,0.00036941995,0.01817438,0.015739035,0.014206047,0.000204904,0.000017209424,0.0006110976],"genre_scores_gemma":[0.9973586,0.00028363225,0.00008408306,0.0005209751,0.00031660762,0.00093658,0.00018619704,0.000022655988,0.0002906286],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99385613,0.0014955349,0.002919671,0.0002729043,0.00090090325,0.00055486214],"domain_scores_gemma":[0.9957704,0.0005846385,0.0028996503,0.00016438568,0.00020926783,0.00037164363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060800114,0.00024399,0.0009318345,0.00021300197,0.00018926352,0.00009761384,0.00058892206,0.000120195335,0.000026864442],"category_scores_gemma":[0.00008112314,0.00016165864,0.00041136527,0.00014481893,0.00011175307,0.00018662712,0.000050056726,0.00029098333,0.0000038018065],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.85187286,0.0051044626,0.0059614787,0.00010331797,0.00053902995,0.0000053117437,0.0034679184,0.000013130863,0.0000031017648,0.0005527268,0.045357518,0.08701913],"study_design_scores_gemma":[0.96399635,0.010202788,0.00067012856,0.000694445,0.000020444588,0.00009327893,0.012413863,0.00037948473,0.000003515224,0.0002252876,0.01115285,0.00014757078],"about_ca_topic_score_codex":0.0034839045,"about_ca_topic_score_gemma":0.0008464927,"teacher_disagreement_score":0.112123474,"about_ca_system_score_codex":0.0011683697,"about_ca_system_score_gemma":0.00015424019,"threshold_uncertainty_score":0.6592248},"labels":[],"label_agreement":null},{"id":"W1561216710","doi":"10.1111/j.1532-5415.2005.53404.x","title":"The Prevalence and Correlates of Major and Minor Depression in Older Medical Inpatients","year":2005,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital Centre; Jewish General Hospital; Montreal General Hospital","funders":"","keywords":"Depression (economics); Medicine; Comorbidity; Psychiatry; Medical history; Confidence interval; Internal medicine","score_opus":0.008807975225477702,"score_gpt":0.3228270882420153,"score_spread":0.31401911301653757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561216710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99160963,0.006473699,0.000009116408,0.0014170344,0.00027749993,0.00014291544,0.0000031098466,0.0000016115793,0.000065356726],"genre_scores_gemma":[0.99538326,0.0037694578,0.00024755928,0.0002906822,0.00009225446,0.0000034991147,1.319879e-7,0.000005801409,0.00020736223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893695,0.00013642307,0.0003890525,0.00009146294,0.00029326946,0.00015283874],"domain_scores_gemma":[0.99866134,0.0003485928,0.0007546553,0.00011847033,0.000036957936,0.000079961974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054240547,0.00007610418,0.00018292667,0.000022459473,0.00012842486,0.000011976312,0.000229372,0.00004673288,0.00003999214],"category_scores_gemma":[0.000053642874,0.000038221755,0.00007866554,0.00019964926,0.00027589977,0.00006603237,0.0001047551,0.00023425146,7.3432636e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010179849,0.00014245941,0.94240797,0.000034113524,0.00003148001,0.0000014967349,0.0020605575,9.148165e-7,0.00001674314,0.000010828514,0.0016379525,0.0535537],"study_design_scores_gemma":[0.0010799855,0.00012752769,0.997466,0.00006411922,0.00004358091,0.00004347032,0.00069893454,0.00008785892,0.00003607254,0.00005327366,0.00025664465,0.000042488464],"about_ca_topic_score_codex":0.00006593412,"about_ca_topic_score_gemma":0.000008781612,"teacher_disagreement_score":0.05505809,"about_ca_system_score_codex":0.0000418887,"about_ca_system_score_gemma":0.000028917126,"threshold_uncertainty_score":0.1558638},"labels":[],"label_agreement":null},{"id":"W1561385674","doi":"10.1177/070674371305800208","title":"Trends in Newspaper Coverage of Mental Illness in Canada: 2005–2010","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Newspaper; Mental illness; Mental health; Psychiatry; Content analysis; Medicine; Public health; Psychology; Media studies; Nursing; Social science; Sociology","score_opus":0.015130818242520862,"score_gpt":0.2801690133028497,"score_spread":0.26503819506032883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561385674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96512336,0.0017101171,2.9841215e-7,0.018589554,0.0047753947,0.00016322118,0.00003232212,8.566266e-7,0.0096048545],"genre_scores_gemma":[0.99709356,0.000019679133,0.00004129263,0.0010756453,0.00014553063,0.000008615968,0.0000051464017,0.000013364339,0.0015971628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985761,0.00012356545,0.000581064,0.00010277215,0.00016646067,0.0004500056],"domain_scores_gemma":[0.9991181,0.000032140902,0.00027781102,0.00019318056,0.000026434502,0.00035234165],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025911335,0.00012708781,0.0002546393,0.0003971617,0.00009950975,0.000017058628,0.00035362339,0.00006519469,0.008260135],"category_scores_gemma":[0.000003305511,0.000091235495,0.0000602183,0.00030163434,0.00005461758,0.0001248878,0.000007665579,0.00033778424,0.0000229533],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005350885,0.00007136276,0.87512,0.000010922343,0.00004170126,0.00005758294,0.0013489533,0.000021163753,0.0000034548955,0.0014614592,0.08686727,0.034942605],"study_design_scores_gemma":[0.0015649963,0.00006784052,0.9916305,0.000075213386,0.0000112908265,0.000073804884,0.0021985252,0.000005999462,0.000006508564,0.001310412,0.0029461072,0.00010883029],"about_ca_topic_score_codex":0.99657774,"about_ca_topic_score_gemma":0.99994373,"teacher_disagreement_score":0.11651046,"about_ca_system_score_codex":0.0008000138,"about_ca_system_score_gemma":0.0024734603,"threshold_uncertainty_score":0.99264646},"labels":[],"label_agreement":null},{"id":"W1562610688","doi":"10.1111/j.1532-5415.2011.03447.x","title":"Diagnosis and Treatment of Depression in Older Community‐Dwelling Adults: 1992–2005","year":2011,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"National Institute of Mental Health; Agency for Healthcare Research and Quality","keywords":"Medicine; Depression (economics); Odds; Major depressive disorder; Odds ratio; Psychiatry; Medical diagnosis; Antidepressant; Demography; Gerontology; Logistic regression; Mood; Internal medicine","score_opus":0.04660748062931688,"score_gpt":0.34183169997860186,"score_spread":0.295224219349285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562610688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961095,0.002965101,0.000016878032,0.00017834717,0.00026227257,0.00022463057,0.000008719954,0.000004003014,0.00023058274],"genre_scores_gemma":[0.99220943,0.006159683,0.0013205266,0.00015950244,0.00008306756,0.000016151482,8.202611e-7,0.000013054362,0.000037767473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874496,0.00031948742,0.00047785215,0.00009357117,0.00015065771,0.00021344522],"domain_scores_gemma":[0.99830645,0.00026007448,0.0010640422,0.00024967076,0.000036419384,0.00008332081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003633471,0.0001289104,0.00036719532,0.00006052997,0.00015392459,0.0000075982057,0.00024149334,0.000048931266,0.0000732632],"category_scores_gemma":[0.000010183809,0.000078824545,0.00023339625,0.00030445342,0.00015035241,0.00007604528,0.00005749348,0.00022483806,0.0000012401017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031484102,0.0017537008,0.8956775,0.000030528103,0.00011742447,0.000006216288,0.03028197,0.0000037323696,0.000030231693,0.000006302511,0.0007968516,0.07098068],"study_design_scores_gemma":[0.002117805,0.00076582655,0.9827547,0.000117864,0.00011390678,0.000026078893,0.012843057,0.000018739094,0.00070303906,0.00008901545,0.0003505313,0.0000994108],"about_ca_topic_score_codex":0.0043801735,"about_ca_topic_score_gemma":0.00008461035,"teacher_disagreement_score":0.08707721,"about_ca_system_score_codex":0.00015174772,"about_ca_system_score_gemma":0.000021913993,"threshold_uncertainty_score":0.66215414},"labels":[],"label_agreement":null},{"id":"W1562964929","doi":"10.1002/9781118410868.wbehibs471","title":"Mental Illness, Sociology of","year":2014,"lang":"en","type":"other","venue":"The Wiley Blackwell Encyclopedia of Health, Illness, Behavior, and Society","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Quarter (Canadian coin); Mental health; Psychiatry; Population; Psychology; Medicine","score_opus":0.01566775021197276,"score_gpt":0.3184404289131214,"score_spread":0.30277267870114866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562964929","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16518137,0.16455655,0.00006071348,0.0016706939,0.011048889,0.0074035306,0.001616727,0.00037809595,0.64808345],"genre_scores_gemma":[0.1198164,0.36316043,0.00022340647,0.0015329905,0.001394494,0.0009539001,0.0010970294,0.00096737104,0.51085395],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959355,0.00069747306,0.0012625096,0.0007803529,0.00044237834,0.0008818101],"domain_scores_gemma":[0.9968266,0.0002454772,0.0017347737,0.0009563685,0.0000553608,0.00018145304],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001110282,0.0006847432,0.0015917784,0.000107627326,0.0006517918,0.000009757937,0.0006392649,0.0009480935,0.006059708],"category_scores_gemma":[0.000008010807,0.00050348765,0.00045732094,0.0001788023,0.0024171697,0.000055843746,0.00019155542,0.0006320242,0.00011414541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005639697,0.00078169396,0.0045678853,0.0010903233,0.00022456665,0.0000025679549,0.031831022,9.367135e-8,0.0000037270956,0.0022148225,0.8608858,0.098341085],"study_design_scores_gemma":[0.0023744153,0.00048713188,0.006843858,0.00062058493,0.00038709916,0.000019343237,0.010780264,0.000003311284,0.000012166342,0.00041339183,0.9773157,0.0007426975],"about_ca_topic_score_codex":0.0074460586,"about_ca_topic_score_gemma":0.00019595017,"teacher_disagreement_score":0.1986039,"about_ca_system_score_codex":0.000105542545,"about_ca_system_score_gemma":0.00020055471,"threshold_uncertainty_score":0.9997417},"labels":[],"label_agreement":null},{"id":"W15637157","doi":"10.1177/070674370004500503","title":"The Future of Cultural Psychiatry: An International Perspective","year":2000,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":240,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Indigenous; Psychopathology; Cultural identity; Psychiatry; Socioeconomic status; Multiculturalism; Ideology; Perspective (graphical); History of psychiatry; Psychology; Globalization; Medicine; Sociology; Population; Political science; Social psychology","score_opus":0.03649116216463735,"score_gpt":0.40407165683484336,"score_spread":0.36758049467020604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W15637157","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019179331,0.9423979,2.3427505e-7,0.0109586865,0.029635554,0.00044474538,0.00017274203,0.000004767334,0.01619356],"genre_scores_gemma":[0.00037693846,0.98879766,0.00020344298,0.00033131603,0.008676084,0.0000196611,0.000034174183,0.000050225695,0.0015105162],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974882,0.0004883557,0.0010286672,0.000232671,0.00031695032,0.00044514274],"domain_scores_gemma":[0.9972939,0.0000706183,0.0013899793,0.0005619579,0.00021578625,0.00046773982],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056765246,0.00036550808,0.00077947334,0.00026977426,0.00077607797,0.00014117078,0.0019501399,0.00029622696,0.0017000183],"category_scores_gemma":[0.000006700626,0.00017596917,0.0006768401,0.0003180908,0.00027364425,0.00018249574,0.000013163486,0.0010717221,0.00007936786],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008901916,0.000108286826,0.0006333918,0.00029476974,0.0011063745,0.00001845177,0.0015715839,4.779088e-7,9.868066e-10,0.20023154,0.046350397,0.7495957],"study_design_scores_gemma":[0.00039441895,0.00025056791,0.00046945584,0.0015921294,0.000576524,0.0006995392,0.006593701,1.5708751e-7,5.833094e-9,0.008616873,0.9806275,0.00017917309],"about_ca_topic_score_codex":0.010307158,"about_ca_topic_score_gemma":0.32881024,"teacher_disagreement_score":0.93427706,"about_ca_system_score_codex":0.00044620837,"about_ca_system_score_gemma":0.0034759145,"threshold_uncertainty_score":0.99921256},"labels":[],"label_agreement":null},{"id":"W1565526782","doi":"10.1177/070674371005500307","title":"Mental Health Care Use in Later Life: Results from a National Survey of Canadians","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Baycrest Hospital; University of Toronto; McMaster University; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"McMaster University","keywords":"Mental health; Medicine; Psychiatry; Population; Health care; Gerontology; Logistic regression; Distress; Environmental health; Clinical psychology","score_opus":0.04562199054926344,"score_gpt":0.34854403505681186,"score_spread":0.30292204450754845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565526782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97090995,0.001068086,2.3599375e-7,0.017119177,0.00541245,0.0002100441,0.0035349636,0.0000018554866,0.0017432155],"genre_scores_gemma":[0.9965299,0.0000053195968,0.00033420368,0.0024703876,0.00029116636,0.0000023131527,0.00018249553,0.000015205424,0.00016900174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832594,0.00027249462,0.00069557293,0.00013806211,0.00021804303,0.0003498825],"domain_scores_gemma":[0.99837905,0.00013787564,0.00045462025,0.00021221589,0.00015853324,0.0006576902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085869257,0.00011808968,0.00023086544,0.00028272276,0.00022384916,0.000036496014,0.00034344918,0.0001021886,0.0005247073],"category_scores_gemma":[0.000081283615,0.00008929909,0.000059127444,0.00021920806,0.00009451433,0.00010736935,0.000006550802,0.0004906594,0.000017969865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031949117,0.000052434465,0.92248136,0.000007815284,0.000074344025,0.00001384478,0.006411466,0.000004611297,0.0000017905007,0.0015928207,0.0684084,0.00063159433],"study_design_scores_gemma":[0.0018731464,0.00011758947,0.99389887,0.00005360609,0.0000071706786,0.00002285502,0.001183766,0.0000023316973,0.000002370581,0.0006451109,0.0021134778,0.000079725476],"about_ca_topic_score_codex":0.94834656,"about_ca_topic_score_gemma":0.99965477,"teacher_disagreement_score":0.071417466,"about_ca_system_score_codex":0.0002871719,"about_ca_system_score_gemma":0.0054931324,"threshold_uncertainty_score":0.9744581},"labels":[],"label_agreement":null},{"id":"W1568188429","doi":"10.1177/070674370605101009","title":"Book Review: Mood Disorders: The Age of Melancholy: Major Depression and its Social Origins","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Depression (economics); Mood disorders; Psychiatry; Mood; Psychology; Clinical psychology; Medicine; Anxiety","score_opus":0.013069709314231901,"score_gpt":0.3108458727648306,"score_spread":0.2977761634505987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1568188429","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16183478,0.7403912,0.000004787941,0.08082889,0.0022229482,0.0005184095,0.000045303856,0.0000047288254,0.01414895],"genre_scores_gemma":[0.98773146,0.002120704,0.000040280167,0.007182137,0.000959995,0.000010979591,0.000007209941,0.000019752986,0.0019274907],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99894446,0.00016348419,0.00039767913,0.00009567496,0.00014619248,0.0002524836],"domain_scores_gemma":[0.9992894,0.00003892415,0.00036348382,0.00015347071,0.000035059547,0.00011969041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003467449,0.00011500516,0.00021461779,0.000068280155,0.00050539215,0.000022464203,0.00030798,0.00006496401,0.00088811805],"category_scores_gemma":[0.000005182826,0.00006210327,0.00009863694,0.00012404873,0.0000977629,0.000082919054,0.000009392772,0.0002634085,0.0000143930565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007501304,0.000099114084,0.0883891,0.00022967262,0.00011805037,0.000015326761,0.0006697252,6.354188e-7,0.000006907288,0.013740439,0.89258784,0.004068198],"study_design_scores_gemma":[0.0025564244,0.00024874808,0.57259923,0.0009867596,0.00042338786,0.00019784876,0.00041451803,0.0000016853622,0.000020710128,0.011365947,0.41095793,0.00022678913],"about_ca_topic_score_codex":0.013602276,"about_ca_topic_score_gemma":0.2704683,"teacher_disagreement_score":0.8258967,"about_ca_system_score_codex":0.000056695877,"about_ca_system_score_gemma":0.00021858916,"threshold_uncertainty_score":0.99296623},"labels":[],"label_agreement":null},{"id":"W1569388794","doi":"10.1007/s00127-007-0158-3","title":"Gender differences in depressive symptoms among older adults: a cross-national comparison","year":2007,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":101,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"National Institute on Aging; U.S. Public Health Service","keywords":"Marital status; Depressive symptoms; Comorbidity; Epidemiology; Medicine; Gerontology; Quality of life (healthcare); Demography; Depression (economics); Public health; Psychology; Psychiatry; Environmental health; Population; Anxiety","score_opus":0.06286074037133584,"score_gpt":0.4306462602750402,"score_spread":0.3677855199037044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569388794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9646228,0.010285509,0.0005092794,0.0011814113,0.0053628855,0.0007302999,0.000037607195,0.00008001741,0.017190179],"genre_scores_gemma":[0.9952131,0.000073651085,0.0005033525,0.0018422907,0.0018721026,0.00012792631,0.000068973575,0.000029284844,0.0002693489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956017,0.00071464304,0.0014626894,0.0009131294,0.0002243978,0.0010834527],"domain_scores_gemma":[0.9976742,0.0011330959,0.0006739975,0.00019766355,0.000072313436,0.00024868597],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020365096,0.0004013702,0.0008483246,0.0003800839,0.0006633292,0.000022100145,0.00030798343,0.0007244036,0.0005517925],"category_scores_gemma":[0.00008383353,0.00035614963,0.00018656728,0.00055789726,0.00044172065,0.00016243875,0.00006046561,0.0006765216,0.00006397999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053542,0.00078218617,0.9415952,0.00009495925,0.000113412214,0.000004082038,0.0021345783,9.913916e-7,8.791019e-8,0.044001885,0.0034623803,0.0072748],"study_design_scores_gemma":[0.0036640975,0.00017874585,0.9702113,0.00003555286,0.000039811057,0.000011528828,0.0014904189,0.000038651146,1.9081466e-7,0.023871263,0.0001231693,0.0003352414],"about_ca_topic_score_codex":0.0008068104,"about_ca_topic_score_gemma":0.0010140109,"teacher_disagreement_score":0.030590259,"about_ca_system_score_codex":0.00008185606,"about_ca_system_score_gemma":0.000063894855,"threshold_uncertainty_score":0.9998891},"labels":[],"label_agreement":null},{"id":"W1572128458","doi":"10.1111/j.1365-2753.2010.01443.x","title":"Evaluation of a disease‐management intervention designed to reduce depression disability","year":2010,"lang":"en","type":"letter","venue":"Journal of Evaluation in Clinical Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Clinique Neuro-Outaouais; University Health Network; University of British Columbia; University of Toronto","funders":"Division of Chemistry; Lundbeck Canada; AstraZeneca Canada","keywords":"Intervention (counseling); General hospital; Depression (economics); Psychiatry; University hospital; Library science; Psychology; Medicine; Family medicine","score_opus":0.27361034210318513,"score_gpt":0.6148994510339544,"score_spread":0.34128910893076925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572128458","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44667867,0.0019910687,0.0008844383,0.51737475,0.015334839,0.0075587947,0.000030312644,0.000016068889,0.010131058],"genre_scores_gemma":[0.9343168,0.00010853465,0.0041661737,0.056457024,0.0039271563,0.0005167525,0.0001312213,0.000053374763,0.00032294297],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.97621554,0.014389314,0.0042330152,0.0005852569,0.004285114,0.00029175208],"domain_scores_gemma":[0.98605317,0.005361639,0.0051812627,0.0007485116,0.0024560133,0.00019942422],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07411813,0.00026170397,0.00067232637,0.00033378016,0.0000725377,0.000046632787,0.0004121976,0.00089976157,0.003072304],"category_scores_gemma":[0.018848645,0.00022132893,0.00044413685,0.00036039954,0.000101644684,0.000630587,0.000103241124,0.0031701613,0.000088562905],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053418116,0.0049154903,0.0054232357,0.00030875547,0.0005179312,0.000084956526,0.00026594574,0.00014543277,0.0000060968405,0.000029793231,0.25228906,0.73067147],"study_design_scores_gemma":[0.021675257,0.003009184,0.8209401,0.003473174,0.016896639,0.000057890204,0.00071459566,0.001433633,0.00003699508,0.011809663,0.11928793,0.00066499016],"about_ca_topic_score_codex":0.00008259779,"about_ca_topic_score_gemma":0.000034862253,"teacher_disagreement_score":0.8155168,"about_ca_system_score_codex":0.0007573889,"about_ca_system_score_gemma":0.00025419524,"threshold_uncertainty_score":0.9991296},"labels":[],"label_agreement":null},{"id":"W1576408183","doi":"10.1177/070674370505001314","title":"Book Review: AIDS: The Psychiatry of AIDS: A Guide to Diagnosis and Treatment","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychiatry; Human immunodeficiency virus (HIV); Substance abuse; Pessimism; Psychology; Medicine; Psychotherapist; Psychoanalysis; Family medicine","score_opus":0.021649302319142714,"score_gpt":0.34469460711498295,"score_spread":0.32304530479584026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576408183","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08052294,0.68280846,0.0000051049237,0.22964832,0.0026934901,0.0008600876,0.000050895,0.0000055723153,0.0034051582],"genre_scores_gemma":[0.37712085,0.095198914,0.014934742,0.47959468,0.00904094,0.00064570544,0.000016323776,0.00020762243,0.023240207],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810696,0.0002406006,0.00083437195,0.00018601255,0.00020668421,0.0004253914],"domain_scores_gemma":[0.99820673,0.00011192632,0.00048348648,0.00051796174,0.00008434325,0.0005955741],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006576648,0.00023041807,0.00040963414,0.00019625052,0.00043293578,0.00003607957,0.0005259624,0.000075216085,0.0027858228],"category_scores_gemma":[0.000021992928,0.00012244654,0.00020996314,0.00028534365,0.00013859401,0.000112194866,0.000015619235,0.00022174706,0.00009539403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054390483,0.00013639436,0.07954499,0.000068082234,0.0002322552,0.0000064560786,0.0008354584,0.000002928261,2.8115414e-7,0.003862017,0.8606369,0.05461983],"study_design_scores_gemma":[0.0013094973,0.0016078121,0.034739543,0.001110567,0.0004054699,0.00022274266,0.0008063498,5.065739e-7,0.000010030766,0.0007290206,0.9588992,0.00015925875],"about_ca_topic_score_codex":0.012110191,"about_ca_topic_score_gemma":0.2119125,"teacher_disagreement_score":0.5876095,"about_ca_system_score_codex":0.00021909323,"about_ca_system_score_gemma":0.00083102915,"threshold_uncertainty_score":0.9981258},"labels":[],"label_agreement":null},{"id":"W1577169562","doi":"10.1186/1471-2288-10-68","title":"A life-course and time perspective on the construct validity of psychological distress in women and men. Measurement invariance of the K6 across gender","year":2010,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Université du Québec à Montréal; Concordia University; Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Measurement invariance; Distress; Construct validity; Psychology; Population; Mental health; Clinical psychology; Confirmatory factor analysis; Psychological distress; Construct (python library); Psychiatric epidemiology; Structural equation modeling; Medicine; Psychometrics; Psychiatry","score_opus":0.6103650174567217,"score_gpt":0.6039843144804005,"score_spread":0.006380702976321206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577169562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98930484,0.00041664898,0.000101288744,0.005070345,0.00026661166,0.0008021268,0.000032237567,0.0000059997924,0.0039998787],"genre_scores_gemma":[0.99839807,0.00008267821,0.0006850959,0.00043622733,0.00007733774,0.00021827992,7.5437066e-7,0.000009051148,0.00009251712],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9839386,0.013298744,0.0004431684,0.00050573045,0.0011511837,0.0006625752],"domain_scores_gemma":[0.98128754,0.017427325,0.00015334168,0.00052865583,0.00020474437,0.00039840778],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03064027,0.0001457453,0.0004692103,0.00006336629,0.0001955934,0.000011575976,0.0005656047,0.00032293762,0.0020076295],"category_scores_gemma":[0.026822684,0.00007417462,0.00004701046,0.0002954653,0.003647292,0.000027058444,0.00035070087,0.0012657378,0.000010171697],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011548878,0.0064559793,0.3566804,0.00063625013,0.00051433704,0.00011391135,0.051800665,6.725637e-7,0.010200874,0.4449292,0.007221793,0.10989703],"study_design_scores_gemma":[0.0029051069,0.00085786666,0.9447448,0.000085640706,0.000012841867,0.000046654273,0.011491691,0.00004953047,0.0006041516,0.03897411,0.000119115044,0.000108478],"about_ca_topic_score_codex":0.00060689915,"about_ca_topic_score_gemma":0.00041453898,"teacher_disagreement_score":0.58806443,"about_ca_system_score_codex":0.00007673195,"about_ca_system_score_gemma":0.0002253282,"threshold_uncertainty_score":0.9990642},"labels":[],"label_agreement":null},{"id":"W158016000","doi":"10.1177/070674371305800908","title":"The Burden of Mental Illness and Addiction in Ontario","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Ontario; McMaster University; Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Disease burden; Psychiatry; Mental health; Addiction; Bipolar disorder; Burden of disease; Psychological intervention; Medicine; Years of potential life lost; Public health; Mental illness; Depression (economics); Disease; Alcohol use disorder; Gerontology; Environmental health; Population; Life expectancy; Mood","score_opus":0.014161800208456997,"score_gpt":0.2761010705802074,"score_spread":0.2619392703717504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W158016000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769503,0.0025963762,3.976058e-7,0.012709502,0.0028767367,0.00021206394,0.0000038336298,9.181051e-7,0.0046498547],"genre_scores_gemma":[0.9983303,0.000015635122,0.000042081083,0.00014588269,0.0001853508,0.0000075684757,0.0000011346657,0.0000059044146,0.0012661597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928516,0.00007854989,0.00029810713,0.00005658211,0.000086858585,0.00019475575],"domain_scores_gemma":[0.99945486,0.000037284004,0.00019659921,0.00011820499,0.000030559648,0.0001624818],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028210136,0.00006681586,0.00010312381,0.00008563596,0.00034417683,0.00003437852,0.0001881542,0.000043962715,0.0013439476],"category_scores_gemma":[0.0000028250436,0.000036924834,0.000034870725,0.00007327072,0.00011035645,0.0000834826,0.00000608057,0.00022863309,0.000018779569],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017249947,0.000065228414,0.8274,0.0000121032635,0.00020199185,0.000014091329,0.026085587,0.000008461317,0.000008941823,0.013258256,0.072745085,0.0600277],"study_design_scores_gemma":[0.0012114529,0.00022012468,0.96872187,0.000095978234,0.000031719046,0.0001476091,0.008837701,0.000008130792,0.000005679719,0.009580142,0.011059852,0.000079717516],"about_ca_topic_score_codex":0.8767498,"about_ca_topic_score_gemma":0.9907621,"teacher_disagreement_score":0.14132184,"about_ca_system_score_codex":0.00016425975,"about_ca_system_score_gemma":0.00042569343,"threshold_uncertainty_score":0.99956894},"labels":[],"label_agreement":null},{"id":"W1584718277","doi":"10.1177/070674371005500106","title":"Mental Health Service Use by Chinese Immigrants with Severe and Persistent Mental Illness","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Medicine; Psychiatry; Mental illness; Immigration; Mental health service","score_opus":0.011716160585639245,"score_gpt":0.28587606999737086,"score_spread":0.27415990941173163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584718277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.923002,0.0021948137,5.264313e-7,0.06984265,0.003901895,0.00034624705,0.00023267372,0.000005452488,0.00047372046],"genre_scores_gemma":[0.9923213,0.00003286129,0.00026817576,0.0064721424,0.0002571031,0.0000054995608,0.000029745548,0.00002705213,0.0005860808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871755,0.00010592459,0.0003414275,0.00017530499,0.00020707192,0.00045273761],"domain_scores_gemma":[0.9984923,0.000024373376,0.00032594486,0.000238558,0.00005420045,0.00086460746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032329131,0.00020831224,0.00024397102,0.00011327122,0.0010448014,0.0001087207,0.0003098323,0.000077547644,0.00057931175],"category_scores_gemma":[0.0000024387596,0.00012308678,0.00007548911,0.00019154313,0.00012211513,0.00022448481,0.000012880503,0.00048951455,0.000019875479],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055787014,0.00021533003,0.88449275,0.00006458162,0.00040137712,0.000028888051,0.016832843,9.697512e-7,0.000027577014,0.0013129325,0.089199916,0.00686497],"study_design_scores_gemma":[0.010728673,0.0021451507,0.90690655,0.00036746595,0.00018630046,0.010939582,0.026021339,0.000023780434,0.000010315423,0.0008287197,0.041009296,0.00083284295],"about_ca_topic_score_codex":0.1433743,"about_ca_topic_score_gemma":0.84126526,"teacher_disagreement_score":0.697891,"about_ca_system_score_codex":0.00011866292,"about_ca_system_score_gemma":0.0005923778,"threshold_uncertainty_score":0.86233},"labels":[],"label_agreement":null},{"id":"W1585544831","doi":"","title":"How can mental health be integrated into health system strengthening?","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Data science; Medicine; World Wide Web; Computer science; Psychiatry","score_opus":0.07101847356243966,"score_gpt":0.3190082397067929,"score_spread":0.2479897661443532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585544831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8747878,0.0060899,0.00015424442,0.062385764,0.008764781,0.010067925,0.0005920291,0.0011891425,0.035968382],"genre_scores_gemma":[0.9897953,0.00003249587,0.00031994598,0.0022712,0.00012696076,0.0024294916,0.00023380194,0.00004116683,0.0047496282],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99745494,0.00035199375,0.0004597298,0.00047835524,0.00022392231,0.0010310308],"domain_scores_gemma":[0.99854475,0.000026483389,0.00036278047,0.00039181387,0.000028210481,0.0006459737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005842631,0.0002647712,0.00042271183,0.00016078337,0.00043390473,0.000053962336,0.0002820189,0.000089662564,0.00014071478],"category_scores_gemma":[0.000007642926,0.00021745953,0.00007382461,0.00026915874,0.000063901694,0.0001196589,0.000052677675,0.00021252688,0.000031888314],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002462664,0.00053149724,0.014517302,0.00032023978,0.00012956614,0.000022284317,0.023626631,2.0185452e-8,5.515153e-7,0.0079185935,0.028640663,0.9240464],"study_design_scores_gemma":[0.012064529,0.002158272,0.67376846,0.00044359933,0.00007236356,0.00021185467,0.10871294,0.000045943303,0.0005726416,0.00035445142,0.20000346,0.0015914557],"about_ca_topic_score_codex":0.023996264,"about_ca_topic_score_gemma":0.0031972423,"teacher_disagreement_score":0.92245495,"about_ca_system_score_codex":0.001052072,"about_ca_system_score_gemma":0.00007999675,"threshold_uncertainty_score":0.98250306},"labels":[],"label_agreement":null},{"id":"W1588141332","doi":"10.1002/j.2051-5545.2010.tb00276.x","title":"WPA guidance on steps, obstacles and mistakes to avoid in the implementation of community mental health care","year":2010,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":300,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Medicine; Mental health; Psychiatry; Mental health care; Health care","score_opus":0.026064947583863997,"score_gpt":0.40578891968505015,"score_spread":0.37972397210118614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588141332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766156,0.0015167221,7.86296e-7,0.012067177,0.0013800251,0.000813496,0.0002264699,0.000013978294,0.007365712],"genre_scores_gemma":[0.99376565,0.000008187686,0.00044472254,0.005350213,0.00008309946,0.00007872399,0.00009460262,0.000011612583,0.00016320101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987832,0.0003447,0.00033360397,0.00015113002,0.00014362963,0.00024376351],"domain_scores_gemma":[0.9992896,0.00008654839,0.00013963353,0.00039739083,0.00001298728,0.00007386295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039291693,0.00012857428,0.00015715175,0.00012634457,0.00033594566,0.00001642163,0.00023775379,0.000030421019,0.00019542959],"category_scores_gemma":[0.0000018740981,0.00009855155,0.00002937796,0.00023127123,0.000046185723,0.00004151569,0.000019827401,0.00034648427,0.000012923825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003655556,0.00096321304,0.65272695,0.00033824253,0.000031951644,0.0000010436322,0.10228804,2.7285617e-7,0.00010531143,0.027033264,0.074056126,0.14209005],"study_design_scores_gemma":[0.0012491358,0.00036205907,0.881845,0.000064053114,0.000004954437,0.000002291937,0.10603118,1.1530866e-7,0.000070249094,0.00021665069,0.010062566,0.00009177339],"about_ca_topic_score_codex":0.005205355,"about_ca_topic_score_gemma":0.12730272,"teacher_disagreement_score":0.22911805,"about_ca_system_score_codex":0.000042028183,"about_ca_system_score_gemma":0.00003215579,"threshold_uncertainty_score":0.88862175},"labels":[],"label_agreement":null},{"id":"W1593232140","doi":"10.1177/070674371305800405","title":"The Costs Associated with Antidepressant Use in Depression and Anxiety in Community-Living Older Adults","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Douglas College; Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Anxiety; Antidepressant; Psychiatry; Psychology; Gerontology; Medicine; Clinical psychology","score_opus":0.014733957009864074,"score_gpt":0.28034312450409354,"score_spread":0.26560916749422947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593232140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937301,0.0025699777,6.507929e-7,0.002129155,0.0005542104,0.000369179,0.000005251169,0.0000028028057,0.0006386489],"genre_scores_gemma":[0.9992344,0.00006569373,0.000039876955,0.000482999,0.000044420067,0.000015426613,0.0000017634375,0.000014321068,0.00010109983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836874,0.00071587035,0.00034433164,0.00008827062,0.00011752873,0.00036526076],"domain_scores_gemma":[0.9987379,0.00047200988,0.0002626864,0.00024543382,0.000056489447,0.00022549796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008888784,0.000117076335,0.00016022785,0.00013177434,0.00065788283,0.00013122472,0.00031123238,0.00008246678,0.00009507737],"category_scores_gemma":[0.000056598616,0.00006133478,0.000026604,0.00020226256,0.000118975295,0.00022653546,0.000018965584,0.0007742275,0.0000047290996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005638487,0.00007681224,0.98697025,0.000006589708,0.000028501794,0.000011787677,0.0026811394,0.0000025016977,4.6333682e-7,0.00016432484,0.0017134933,0.008287776],"study_design_scores_gemma":[0.0012974812,0.00008387919,0.9925689,0.0011815521,0.000012092567,0.000056252822,0.0043149707,0.000019224433,0.0000010288043,0.0003426965,0.000048798636,0.0000731065],"about_ca_topic_score_codex":0.31647035,"about_ca_topic_score_gemma":0.95717114,"teacher_disagreement_score":0.6407008,"about_ca_system_score_codex":0.00015985564,"about_ca_system_score_gemma":0.00018484636,"threshold_uncertainty_score":0.6880813},"labels":[],"label_agreement":null},{"id":"W1593437312","doi":"10.1016/b978-012373960-5.00037-x","title":"Mental Health, Morbidity and Impact","year":2008,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental illness; Psychiatry; Comorbidity; Medicine; Mental health; Quarter (Canadian coin); Prevalence of mental disorders; National Comorbidity Survey; Gerontology","score_opus":0.047532870802073655,"score_gpt":0.3685378786595963,"score_spread":0.3210050078575227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593437312","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004041564,0.016327068,1.1963084e-7,0.00026981335,0.001023702,0.0012830336,0.00030704367,0.000077443525,0.9766702],"genre_scores_gemma":[0.009956662,0.0019827802,0.000041326995,0.000987045,0.00040157695,0.000054983237,0.00020014547,0.00009404014,0.98628145],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981008,0.000055248038,0.0004924446,0.00058760674,0.0002508339,0.0005130654],"domain_scores_gemma":[0.9987485,0.000038466016,0.0003373915,0.00047116162,0.000020649546,0.00038384876],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015195385,0.00051015744,0.00067914336,0.0001434678,0.00041294403,0.000025103787,0.0001712022,0.00032117206,0.0028011599],"category_scores_gemma":[0.000001076837,0.00042819898,0.00020906,0.000008887718,0.00018405505,0.000039427203,0.00009666091,0.00043911714,0.0007344936],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000696808,0.000031910786,0.00014181137,0.00007214515,0.00016572214,0.000074003045,0.0011761336,5.3676352e-9,4.3938192e-7,0.00070846773,0.015196817,0.98236287],"study_design_scores_gemma":[0.0009524886,0.00042778536,0.0022842258,0.00022205155,0.000033066957,0.00026177894,0.000017681283,4.0944465e-7,0.0000021219232,0.0008180927,0.99460745,0.00037283293],"about_ca_topic_score_codex":0.00005622013,"about_ca_topic_score_gemma":0.00008252301,"teacher_disagreement_score":0.98199004,"about_ca_system_score_codex":0.00028921946,"about_ca_system_score_gemma":0.00008679657,"threshold_uncertainty_score":0.99981695},"labels":[],"label_agreement":null},{"id":"W1596929305","doi":"10.1177/070674370605100607","title":"Canadian Psychiatry Residency Training Programs: A Glance at the Management Structure","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Workload; Allowance (engineering); Residency training; Work (physics); Medical education; Training (meteorology); Psychology; Medicine; Computer science; Operations management; Engineering; Continuing education; Operating system","score_opus":0.019346411420911314,"score_gpt":0.29418272353015484,"score_spread":0.27483631210924353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596929305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7569777,0.015803803,0.000005026624,0.16206567,0.014114996,0.0009984658,0.00010665322,0.000018380804,0.0499093],"genre_scores_gemma":[0.98578197,0.000013583139,0.0018428753,0.0031968416,0.001959811,0.0000238761,0.000023970566,0.000042920874,0.007114127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976888,0.00018500346,0.00062946737,0.00024263693,0.0003009543,0.00095318427],"domain_scores_gemma":[0.99823385,0.000026321264,0.00043609616,0.000554519,0.00006475195,0.00068442716],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005346225,0.00026256335,0.00024611395,0.00028531815,0.0017372184,0.0001540238,0.0009256981,0.00014211157,0.0019727973],"category_scores_gemma":[0.0000026725368,0.0001565792,0.00016999635,0.00043497758,0.00018261578,0.00010245192,0.000016255137,0.00054977584,0.0000933797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115430616,0.000055545166,0.48715457,0.00007267689,0.00038854397,0.000245926,0.0026942347,0.000030732168,6.2270334e-7,0.2593399,0.2277893,0.022112515],"study_design_scores_gemma":[0.0021849861,0.00034087914,0.6692038,0.00042327328,0.00035767202,0.0015067604,0.008828636,0.0000036008914,0.000001760863,0.23041408,0.08626434,0.00047021205],"about_ca_topic_score_codex":0.668366,"about_ca_topic_score_gemma":0.9991567,"teacher_disagreement_score":0.3307907,"about_ca_system_score_codex":0.0007505397,"about_ca_system_score_gemma":0.0031435716,"threshold_uncertainty_score":0.9995624},"labels":[],"label_agreement":null},{"id":"W159704115","doi":"10.1177/070674370805301008","title":"The Evolving Understanding of Major Depression Epidemiology: Implications for Practice and Policy","year":2008,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Vancouver General Hospital; Health Sciences Centre; University of British Columbia; Simon Fraser University; University of Calgary","funders":"","keywords":"Watchful waiting; Context (archaeology); Mental health; Medicine; Depression (economics); Epidemiology; Health care; Psychiatry; MEDLINE; Psychology; Family medicine; Political science","score_opus":0.18758537597256866,"score_gpt":0.4841121926679367,"score_spread":0.29652681669536807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W159704115","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007684374,0.9656249,0.00017248913,0.029767659,0.0015823152,0.0007330049,0.00008165552,0.000002344552,0.0020279114],"genre_scores_gemma":[0.0007953006,0.996249,0.0012304074,0.0005209273,0.0009122614,0.000050347782,0.000008426287,0.00003273137,0.0002005748],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774003,0.00064095465,0.0009906761,0.00015709127,0.00006460312,0.00040661718],"domain_scores_gemma":[0.9933384,0.0037624023,0.0021048186,0.0003668233,0.000098281,0.00032928042],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014087941,0.00019891014,0.0007129556,0.00027160323,0.0015921729,0.000028946773,0.0005077816,0.00021502077,0.000019846624],"category_scores_gemma":[0.00060004793,0.00010292516,0.0002953343,0.00023709629,0.00026531142,0.00008858695,0.00001703365,0.00046078203,0.0000029068203],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005118449,0.000038228416,0.0038255185,0.001306307,0.0007713822,0.0000038726816,0.0004203311,2.9813964e-7,1.174485e-8,0.3808686,0.063276015,0.54943824],"study_design_scores_gemma":[0.00051188143,0.00016311363,0.0018836281,0.0034030427,0.0009407832,0.0024527782,0.00081260974,5.975898e-7,1.3049897e-8,0.07322448,0.91645664,0.00015044365],"about_ca_topic_score_codex":0.008192233,"about_ca_topic_score_gemma":0.04435438,"teacher_disagreement_score":0.8531806,"about_ca_system_score_codex":0.00045037226,"about_ca_system_score_gemma":0.0028066773,"threshold_uncertainty_score":0.99970764},"labels":[],"label_agreement":null},{"id":"W1598166529","doi":"10.3233/wor-2009-0887","title":"Moving from full-time healing work to paid employment: Challenges and celebrations","year":2009,"lang":"en","type":"article","venue":"Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Wildlife Fund Canada","funders":"","keywords":"Narrative; Psychosocial; Thematic analysis; Stigma (botany); Mental health; Psychology; Nursing; Narrative inquiry; Mental illness; Work (physics); Medicine; Qualitative research; Psychotherapist; Sociology; Psychiatry; Engineering","score_opus":0.04246947777685802,"score_gpt":0.33400713671311566,"score_spread":0.29153765893625766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598166529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651199,0.012495476,0.000086879605,0.010303857,0.00036703306,0.00040265894,0.0000073198376,0.000119966295,0.011096891],"genre_scores_gemma":[0.9940795,0.00014736434,0.001801499,0.0017091386,0.00034723844,0.000054348846,0.00002933899,0.000015516682,0.0018160808],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990082,0.000068127425,0.00019679141,0.00032218389,0.00009680116,0.00030794606],"domain_scores_gemma":[0.99942154,0.00011491777,0.000049184608,0.00023749135,0.000009472067,0.00016739333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105125444,0.00013597816,0.00017096642,0.00006071789,0.00022055212,0.000036764362,0.00009790067,0.0000754491,0.0007847328],"category_scores_gemma":[0.0000056927493,0.00012809638,0.000027694448,0.00016906946,0.000012206592,0.00006417592,0.000027361348,0.00009298079,0.0007708369],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029086552,0.0003311533,0.0064106523,0.0000075173652,0.000057061214,0.00002856175,0.010765634,0.000009092065,0.00013113013,0.0020342488,0.007708242,0.97222584],"study_design_scores_gemma":[0.002236479,0.0009984741,0.95641744,0.0007693964,0.00008996341,0.000006052288,0.0018968047,0.000014594885,0.00022257751,0.007594645,0.028958641,0.0007949083],"about_ca_topic_score_codex":0.000055106608,"about_ca_topic_score_gemma":0.000029860805,"teacher_disagreement_score":0.97143096,"about_ca_system_score_codex":0.000035792356,"about_ca_system_score_gemma":0.000004363598,"threshold_uncertainty_score":0.9907806},"labels":[],"label_agreement":null},{"id":"W1599557396","doi":"10.1177/070674371005500706","title":"Do the Health of the Nation Outcome Scales Measure Outcome?","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Mental health; Medicine; Nova scotia; Outcome (game theory); Psychiatry; Predictive validity; Confounding; Rating scale; Outpatient clinic; Global Assessment of Functioning; Clinical psychology; Psychology; Cognition","score_opus":0.05555897358435886,"score_gpt":0.3714028198378095,"score_spread":0.31584384625345063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599557396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7572692,0.0022465219,0.000006243502,0.21952142,0.016478399,0.00037467064,0.0000303883,0.0000038425696,0.004069298],"genre_scores_gemma":[0.99462503,0.000003948624,0.00014226479,0.0038664718,0.00073894794,0.0000045485494,8.759099e-7,0.0000151691465,0.00060271454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826443,0.00029736327,0.0007107871,0.00009681032,0.0003065313,0.0003240903],"domain_scores_gemma":[0.9982263,0.00008780467,0.00080510613,0.0004949578,0.00010847292,0.0002773739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017678684,0.00012631329,0.00022224386,0.00010660376,0.0008430777,0.000045571895,0.00089134206,0.000091562215,0.00047033594],"category_scores_gemma":[0.00004590455,0.00005465225,0.00019396954,0.0002363241,0.0002213387,0.00006404174,0.000013433971,0.0007907821,0.000029041385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030165182,0.000040195744,0.9284814,0.000021349364,0.00006112482,0.0000014593352,0.0010855694,0.0000017015446,0.0000026577718,0.04881014,0.014324816,0.0071393955],"study_design_scores_gemma":[0.0007547462,0.00012931746,0.9794863,0.000050100683,0.000044562916,0.00015881131,0.0013863496,0.0000015456453,0.0000056727868,0.011018402,0.006882179,0.000082038874],"about_ca_topic_score_codex":0.021590427,"about_ca_topic_score_gemma":0.7210976,"teacher_disagreement_score":0.6995072,"about_ca_system_score_codex":0.00010476637,"about_ca_system_score_gemma":0.00082103733,"threshold_uncertainty_score":0.9849249},"labels":[],"label_agreement":null},{"id":"W1602479359","doi":"10.1111/j.1751-7893.2010.00239.x","title":"Promoting youth mental health: priorities for policy from an Australian perspective","year":2011,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental health literacy; Outreach; Charter; Public relations; Health promotion; Psychological intervention; Health policy; Psychology; Political science; Public health; Medicine; Nursing; Mental illness; Psychiatry","score_opus":0.08239048623692198,"score_gpt":0.42899509136122355,"score_spread":0.3466046051243016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602479359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845138,0.00090162875,0.00005860571,0.0042422926,0.0056802477,0.0013861583,0.00053357304,0.00009440545,0.0025892842],"genre_scores_gemma":[0.9947644,0.000004196079,0.0013023065,0.0003176297,0.0005850569,0.00020555001,0.00015204313,0.000033700042,0.002635132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982176,0.00019603047,0.0005671306,0.0004509141,0.00011530778,0.0004530562],"domain_scores_gemma":[0.9992774,0.000010157998,0.00027680947,0.00024857826,0.000036225072,0.00015083645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027177148,0.00019144939,0.00022662524,0.0002504869,0.00019558838,0.000044397108,0.00022056338,0.00010970691,0.0011745283],"category_scores_gemma":[0.0000065742615,0.00019604135,0.00018048365,0.00016829034,0.000054484233,0.0003342612,0.000026834674,0.00017724484,0.00010053082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012053032,0.0035896115,0.46978775,0.00020246222,0.00026022806,0.0000022460895,0.40475532,3.9725588e-8,0.000004018296,0.08941106,0.002802033,0.027979923],"study_design_scores_gemma":[0.0057953405,0.0028635613,0.84075207,0.0006321054,0.00003629796,0.000004373728,0.10364358,0.000009364195,0.000050805986,0.045509048,0.00035788072,0.00034557888],"about_ca_topic_score_codex":0.06897595,"about_ca_topic_score_gemma":0.0044004293,"teacher_disagreement_score":0.37096432,"about_ca_system_score_codex":0.0002486552,"about_ca_system_score_gemma":0.000046625322,"threshold_uncertainty_score":0.9997385},"labels":[],"label_agreement":null},{"id":"W1617888301","doi":"10.3233/wor-2009-0891","title":"Intersectoral action to employ individuals with mental illness: Lessons learned from a local development initiative","year":2009,"lang":"en","type":"article","venue":"Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of British Columbia","funders":"","keywords":"Disadvantaged; Mainstream; General partnership; Documentation; Mental health; Mental illness; Context (archaeology); Public relations; Action (physics); Population; Business; Nursing; Economic growth; Psychology; Medicine; Political science; Psychiatry; Environmental health; Geography; Economics","score_opus":0.1443959848260177,"score_gpt":0.4162487482990224,"score_spread":0.2718527634730047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1617888301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99206084,0.00007300825,0.0010447268,0.0030246386,0.00052025757,0.0004906572,0.000024257974,0.00008887456,0.0026727263],"genre_scores_gemma":[0.9956385,0.000002686322,0.0013000307,0.0020207937,0.000105504354,0.00012894627,0.00015714772,0.000017342767,0.0006290763],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99879926,0.00009322488,0.00020889186,0.00036603765,0.00019496596,0.00033764425],"domain_scores_gemma":[0.99953246,0.000045258494,0.000085558066,0.00016487968,0.000016766577,0.00015509262],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000842477,0.00018768695,0.00019611703,0.00009769333,0.00024254908,0.000039072216,0.00013991282,0.00008175966,0.0012812484],"category_scores_gemma":[0.0000027062629,0.00015155267,0.000027060536,0.00029536235,0.000034174853,0.000110875,0.000033613862,0.00015258127,0.0008240909],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012744559,0.000593764,0.03868046,0.0000038618027,0.000186236,0.000041994645,0.044179477,0.0000043597347,0.000032935794,0.00023929818,0.00711411,0.90764904],"study_design_scores_gemma":[0.0028404226,0.00091487163,0.9421737,0.0003090803,0.00004317179,0.00000470459,0.015477813,9.812003e-7,0.0024864383,0.0004360148,0.034817908,0.00049485406],"about_ca_topic_score_codex":0.00017397848,"about_ca_topic_score_gemma":0.00027274818,"teacher_disagreement_score":0.9071542,"about_ca_system_score_codex":0.0002520433,"about_ca_system_score_gemma":0.000030676998,"threshold_uncertainty_score":0.99995387},"labels":[],"label_agreement":null},{"id":"W1621087599","doi":"10.1017/cbo9781139150040.027","title":"Self-help treatment","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Content (measure theory); Internet privacy; Computer science; Psychology; World Wide Web; Mathematics","score_opus":0.036336631429950285,"score_gpt":0.27242215796901564,"score_spread":0.23608552653906537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1621087599","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012892558,0.00035231153,0.000010202529,0.000026629365,0.001418514,0.001193951,0.00042748742,0.00034203733,0.9949396],"genre_scores_gemma":[0.0016348689,0.00017291075,0.00017543849,0.00008246003,0.00038975495,0.0000071411546,0.00018720503,0.00007983663,0.9972704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831694,0.00004555332,0.00023246475,0.0007315914,0.00020569487,0.0004677367],"domain_scores_gemma":[0.9984122,0.00007524849,0.0002696196,0.00085538614,0.00006662688,0.00032094272],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000054679986,0.00056558853,0.00052397087,0.00019485393,0.00038752815,0.00003467154,0.00045151977,0.00078724057,0.00024881505],"category_scores_gemma":[7.7248933e-7,0.00057540083,0.0002947629,0.0000066020043,0.00015854083,0.000058411057,0.00016308366,0.0005166593,0.0005589279],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002554508,0.00015419058,0.00001573561,0.000089463814,0.0005946223,0.0013224873,0.00024003927,2.0208216e-8,0.000012219363,0.96511877,0.018447604,0.013749381],"study_design_scores_gemma":[0.0018208832,0.00030220146,0.000058051428,0.000050873692,0.0005000335,0.000034485645,0.000042104355,0.0000015695405,0.00024434482,0.0000095681935,0.99647015,0.00046571466],"about_ca_topic_score_codex":0.0006258432,"about_ca_topic_score_gemma":0.00001731267,"teacher_disagreement_score":0.9780226,"about_ca_system_score_codex":0.0004998969,"about_ca_system_score_gemma":0.000068337584,"threshold_uncertainty_score":0.99966973},"labels":[],"label_agreement":null},{"id":"W1623319816","doi":"10.1016/j.jad.2015.07.044","title":"Validity of the Patient Health Questionnaire-9 for DSM-IV major depressive disorder in a sample of Canadian working population","year":2015,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Patient Health Questionnaire; CIDI; Psychology; Clinical psychology; Psychiatry; Test validity; External validity; Sample (material); Psychometrics; Population; Medicine; Depressive symptoms; Mental health; Environmental health; Prevalence of mental disorders; Anxiety","score_opus":0.04581633539140748,"score_gpt":0.36189873921677185,"score_spread":0.31608240382536434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1623319816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954618,0.00089114625,0.0006064731,0.001082203,0.0007818186,0.00094483973,0.00003731944,0.0000020966593,0.00019225907],"genre_scores_gemma":[0.99961317,0.000022987266,0.00017090488,0.000097134085,0.00003275993,0.000035245994,0.000009134966,0.000011599401,0.0000070806354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986074,0.00038668013,0.00048101036,0.00011174248,0.00018758072,0.00022558095],"domain_scores_gemma":[0.99851596,0.0002373334,0.0008577383,0.00011969718,0.00013681134,0.00013246556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000511987,0.000102433405,0.00028109696,0.00036148354,0.000096750184,0.00000566035,0.00012518662,0.000059653106,0.000013401937],"category_scores_gemma":[0.00028363077,0.00007382561,0.00011055925,0.00042342342,0.000039950442,0.0000977725,0.00001515498,0.00012982836,3.0305665e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026063414,0.00030387225,0.93926114,0.000047016263,0.00003780711,5.375374e-7,0.004292439,0.0002488011,0.0000018594627,0.00038621225,0.0004010779,0.054758582],"study_design_scores_gemma":[0.0028042386,0.0009486433,0.9872564,0.00028141178,0.000025882051,0.000002767955,0.0024548597,0.00004690662,0.0000358994,0.005814185,0.00025870043,0.000070089976],"about_ca_topic_score_codex":0.39623988,"about_ca_topic_score_gemma":0.593611,"teacher_disagreement_score":0.19737116,"about_ca_system_score_codex":0.00035053634,"about_ca_system_score_gemma":0.00018937081,"threshold_uncertainty_score":0.60778064},"labels":[],"label_agreement":null},{"id":"W16294738","doi":"","title":"A patient and primary care perspective: a patient's perspective on the treatment of depression.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Alliance; Depression (economics); Mental health; Psychiatry; Antidepressant; Medicine; Health care; Compliance (psychology); Mental illness; Psychology; Political science","score_opus":0.0182203538625799,"score_gpt":0.2915545564151424,"score_spread":0.27333420255256247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W16294738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8588953,0.009147717,4.5516043e-7,0.00042603747,0.00019130757,0.002027111,0.0000506012,0.000023435512,0.12923804],"genre_scores_gemma":[0.99538755,0.000052893774,0.000012776687,0.00016447873,0.00006507109,0.003817054,0.000014646516,0.000014614313,0.0004709322],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99891895,0.000111844856,0.00017826905,0.00033465505,0.0001652319,0.00029105874],"domain_scores_gemma":[0.9993502,0.00012787062,0.00012172735,0.000257017,0.000077746125,0.00006546403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029771729,0.00016186667,0.00018143372,0.00006665549,0.00016929371,0.000014783297,0.00005784535,0.000053099528,0.00006723212],"category_scores_gemma":[0.0000050264443,0.00009368374,0.000068234556,0.000101825455,0.00008363589,0.000038806294,0.00002093848,0.00005380563,0.000008844311],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014968207,0.0048631406,0.07048402,0.000043891087,0.00022829778,0.000059027185,0.063372016,0.0000027548454,0.000010369465,0.028744431,0.0018157562,0.8288795],"study_design_scores_gemma":[0.0017108384,0.0009419894,0.9555868,0.00001790934,0.000055950575,0.0000057707034,0.03740395,5.969971e-7,0.0010070591,0.0010073065,0.0021304039,0.00013146135],"about_ca_topic_score_codex":0.0032086202,"about_ca_topic_score_gemma":0.00008696147,"teacher_disagreement_score":0.88510275,"about_ca_system_score_codex":0.00079613464,"about_ca_system_score_gemma":0.000009718218,"threshold_uncertainty_score":0.48504955},"labels":[],"label_agreement":null},{"id":"W1648199871","doi":"10.1177/070674370905400805","title":"Should Psychological Distress Screening in the Community Account for Self-Perceived Health Status?","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; Université de Montréal; Institut universitaire en santé mentale de Montréal; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Anxiety; Distress; Clinical psychology; Psychology; Affect (linguistics); Depression (economics); Psychiatry; Scale (ratio); Medicine","score_opus":0.10229163949767574,"score_gpt":0.41724083176562926,"score_spread":0.31494919226795354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1648199871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8997567,0.0022838924,0.00007323614,0.09250978,0.0016825915,0.00074044056,0.00008873359,0.0000108684535,0.0028537314],"genre_scores_gemma":[0.9797398,0.000033422224,0.0016584756,0.018030243,0.00043770805,0.000016414528,0.000015316591,0.00001222846,0.000056377638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746364,0.0008981373,0.00059749937,0.00012686456,0.00019967074,0.00071421353],"domain_scores_gemma":[0.99847054,0.00023189088,0.00038661162,0.00044501448,0.000053641186,0.000412313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020999026,0.00017613961,0.0002820073,0.00015309824,0.0012976491,0.000104559884,0.00094115554,0.00011189833,0.00020196594],"category_scores_gemma":[0.000021219292,0.000097670745,0.00014038617,0.00024749374,0.000091121685,0.000104079656,0.0000063996167,0.0010827456,0.000007024845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012952065,0.0026694664,0.48369762,0.000112054804,0.00027391114,0.00007688795,0.056483895,0.000055302677,0.0000021504425,0.064834625,0.24018985,0.15030903],"study_design_scores_gemma":[0.0018176036,0.0012434517,0.9712201,0.00010180877,0.000029932091,0.00011715692,0.0098173935,0.000007652942,1.880256e-7,0.011589986,0.00394002,0.000114728355],"about_ca_topic_score_codex":0.03843617,"about_ca_topic_score_gemma":0.4367434,"teacher_disagreement_score":0.48752245,"about_ca_system_score_codex":0.00018866829,"about_ca_system_score_gemma":0.00032421274,"threshold_uncertainty_score":0.9980599},"labels":[],"label_agreement":null},{"id":"W166416627","doi":"10.1007/978-94-007-4276-5_1","title":"The Sociology of Mental Health: Surveying the Field","year":2012,"lang":"en","type":"book-chapter","venue":"Handbooks of sociology and social research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Field (mathematics); Mental health; Sociology; Social science; Psychology; Psychiatry; Mathematics","score_opus":0.2740944838395849,"score_gpt":0.5283996070196294,"score_spread":0.2543051231800445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W166416627","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103231035,0.27464962,0.000011745654,0.08167466,0.0030315798,0.0040671146,0.00045092872,0.000046750425,0.53283656],"genre_scores_gemma":[0.8178657,0.010430255,0.000009843146,0.0011198833,0.00084043486,0.00012586678,0.00011070437,0.00005144426,0.16944581],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9966152,0.0013644772,0.0005977294,0.00030414117,0.00033487307,0.0007836068],"domain_scores_gemma":[0.9927415,0.00626127,0.00043830017,0.00031842882,0.00015838283,0.00008210315],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005172932,0.00022068004,0.0006290542,0.000091316004,0.002786965,0.000008379597,0.0005574906,0.0009311098,0.0006999146],"category_scores_gemma":[0.000090457805,0.0001348698,0.0001865987,0.000018329783,0.0076247053,0.000025062753,0.00040542416,0.0014217286,0.00004631582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060365803,0.00006882993,0.0013027017,0.00017173048,0.00052722084,0.0000023093555,0.057550397,2.6795373e-9,0.000021193293,0.77363694,0.05228844,0.11382659],"study_design_scores_gemma":[0.004140091,0.004040601,0.021439139,0.0004780185,0.00014936167,0.000020030468,0.037663944,0.0000012714048,0.0001698032,0.55261266,0.37852815,0.00075691193],"about_ca_topic_score_codex":0.00056161766,"about_ca_topic_score_gemma":0.00017340382,"teacher_disagreement_score":0.7146347,"about_ca_system_score_codex":0.000092984425,"about_ca_system_score_gemma":0.00016918257,"threshold_uncertainty_score":0.99851125},"labels":[],"label_agreement":null},{"id":"W16800034","doi":"10.1177/070674371205700608","title":"Psychosis Literacy in a Canadian Health Region: Results from a General Population Sample","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychosis; Mental health literacy; Psychiatry; Mental health; Schizophrenia (object-oriented programming); Stigma (botany); Psychology; Population; Health literacy; Clinical psychology; Public health; Literacy; Intervention (counseling); Medicine; Health care; Mental illness; Nursing; Environmental health","score_opus":0.04436140542804868,"score_gpt":0.364984729004646,"score_spread":0.32062332357659734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W16800034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9059804,0.009458617,0.000009021582,0.07368365,0.008638406,0.00031836834,0.00034384857,0.0000053912404,0.001562272],"genre_scores_gemma":[0.99009323,0.000034441236,0.0017960786,0.005602965,0.0021011254,0.000007911671,0.00012287735,0.00002232619,0.0002190223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763817,0.00032783768,0.0007913086,0.00016024956,0.00015192207,0.0009305338],"domain_scores_gemma":[0.9972387,0.00008974808,0.00048672355,0.00035818602,0.000043330187,0.0017832906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087275705,0.00016236474,0.0002569268,0.0004964021,0.00047603642,0.000069989444,0.0003336893,0.00011562095,0.0004621526],"category_scores_gemma":[0.000032318883,0.00012499746,0.00009728303,0.00037471188,0.00003665804,0.00027413882,0.0000045329134,0.00039121427,0.00005061258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012127897,0.000051830637,0.9116868,0.0000053110425,0.000039319864,0.00001552248,0.00530543,0.0000042878137,3.379065e-8,0.007425888,0.060929764,0.014414536],"study_design_scores_gemma":[0.0013420582,0.000109532986,0.9680403,0.0001340805,0.00001765014,0.00009642099,0.0003518019,0.000006169468,1.507962e-7,0.0062472643,0.023530781,0.00012377294],"about_ca_topic_score_codex":0.99678564,"about_ca_topic_score_gemma":0.9989256,"teacher_disagreement_score":0.08411282,"about_ca_system_score_codex":0.0009520241,"about_ca_system_score_gemma":0.0013210489,"threshold_uncertainty_score":0.50972486},"labels":[],"label_agreement":null},{"id":"W1687362654","doi":"","title":"Prevalence of mental and social disorders in adults attending primary care centers in Bosnia and Herzegovina.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Somatization; Mental health; Anxiety; Psychiatry; Population; Refugee; Ethnic Cleansing; Ethnic group; Depression (economics); Medicine; Internally displaced person; Psychology; Clinical psychology; Environmental health; Political science","score_opus":0.011435687270211322,"score_gpt":0.27433660837711726,"score_spread":0.26290092110690594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1687362654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991254,0.002041851,1.6500228e-7,0.00021175526,0.00012964623,0.00086988107,0.000037036898,0.0000078641715,0.0054478496],"genre_scores_gemma":[0.9992299,0.00010095648,0.000008349196,0.0000390947,0.000021360152,0.00040265525,0.000030752402,0.000007644028,0.00015928004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920213,0.000052285435,0.00018897787,0.00020857157,0.0000755789,0.00027245298],"domain_scores_gemma":[0.99983615,0.000022256652,0.00006135186,0.000049003003,0.0000035148898,0.000027749964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007966979,0.0000860248,0.00012696626,0.00008838295,0.000042712614,0.000006611553,0.00005053898,0.00004834536,0.00001260447],"category_scores_gemma":[0.0000010508559,0.00008547564,0.000014212079,0.000071668444,0.00006729122,0.00008725932,0.00003812948,0.000060675684,5.730739e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020260383,0.00011913052,0.86801416,0.0006136487,0.0000034552133,0.0000035242142,0.0024284804,5.2262926e-8,0.000002745277,0.000058156027,0.000050307586,0.12850372],"study_design_scores_gemma":[0.0024921037,0.000023063787,0.9959563,0.000052593994,0.000004932499,0.0000012412247,0.0013122701,0.0000011775776,0.0000110718765,0.000035369878,0.000041302872,0.00006858467],"about_ca_topic_score_codex":0.0017798572,"about_ca_topic_score_gemma":0.0017815363,"teacher_disagreement_score":0.12843513,"about_ca_system_score_codex":0.00011661123,"about_ca_system_score_gemma":0.0000030607794,"threshold_uncertainty_score":0.34855956},"labels":[],"label_agreement":null},{"id":"W1690017933","doi":"10.1023/a:1013125100619","title":"Mental Health Reform in British Columbia","year":2001,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.06337519271982694,"score_gpt":0.5097341377752289,"score_spread":0.44635894505540197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1690017933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91746175,0.012205751,2.1174158e-7,0.061954983,0.000424947,0.00396703,0.0005127704,0.000048452246,0.0034240952],"genre_scores_gemma":[0.93069685,0.042456906,0.00007668567,0.020525264,0.0002068697,0.00032749207,0.0018142108,0.000041921176,0.0038537853],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99366987,0.001008848,0.0014462138,0.0009249223,0.0007502359,0.0021999364],"domain_scores_gemma":[0.9973336,0.00006958566,0.0003281139,0.0003095136,0.000032926717,0.0019263005],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025386515,0.00029675334,0.00067044125,0.0005397313,0.002081958,0.00035144296,0.00026754232,0.00018936743,0.0003657316],"category_scores_gemma":[0.000003113968,0.00039920438,0.000044322165,0.0011186986,0.00023952051,0.00046160622,0.0001783178,0.0007010853,0.00005176783],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001687883,0.0028442827,0.46343663,0.0038879572,0.000026489008,0.00007177994,0.0550558,4.663452e-8,0.000005615878,0.0011402839,0.008079699,0.4637635],"study_design_scores_gemma":[0.012948783,0.010732201,0.66909206,0.0026887974,0.0000013877997,0.0010976207,0.14197274,0.00012839667,0.0000068856784,0.00050214026,0.1602119,0.00061710825],"about_ca_topic_score_codex":0.6404787,"about_ca_topic_score_gemma":0.82345414,"teacher_disagreement_score":0.46314642,"about_ca_system_score_codex":0.0031389587,"about_ca_system_score_gemma":0.0011681151,"threshold_uncertainty_score":0.999846},"labels":[],"label_agreement":null},{"id":"W1696303630","doi":"10.1177/070674371205700804","title":"On the Self-Stigma of Mental Illness: Stages, Disclosure, and Strategies for Change","year":2012,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1189,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; U.S. Public Health Service; National Institutes of Health","keywords":"Prejudice (legal term); Stigma (botany); Mental illness; Psychology; Empowerment; Self-disclosure; Social psychology; Population; Social stigma; Mental health; Clinical psychology; Psychiatry; Medicine; Political science","score_opus":0.10553912388411953,"score_gpt":0.3852914092959282,"score_spread":0.2797522854118087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1696303630","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012008633,0.9874735,8.414892e-7,0.0027029505,0.005179769,0.0014847022,0.0005525657,0.000003695161,0.0014011253],"genre_scores_gemma":[0.019179774,0.977081,0.0001330655,0.0005673204,0.002280332,0.00022903387,0.000043785087,0.000083526866,0.00040213167],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830467,0.000301639,0.0006468674,0.00014498642,0.00016906478,0.00043279986],"domain_scores_gemma":[0.99801415,0.00026041534,0.0010220666,0.00032376626,0.000042670275,0.00033691913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007956623,0.00031164425,0.00075332314,0.00020003215,0.0005754026,0.00006886805,0.0005431054,0.00019044102,0.00036322197],"category_scores_gemma":[0.000005141811,0.0001483934,0.0003081835,0.00014287965,0.0001605272,0.00011539309,0.000013710565,0.0004390482,0.000012481366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006521287,0.00016813046,0.0014275421,0.0062037488,0.0011481663,0.000009235828,0.0039277403,3.0457773e-8,5.738899e-9,0.38287935,0.02357518,0.5805957],"study_design_scores_gemma":[0.0006353335,0.00053799,0.0008396831,0.0046235975,0.0016010671,0.00028461282,0.0027170482,1.3570475e-7,5.5529227e-8,0.009578835,0.9789117,0.000269972],"about_ca_topic_score_codex":0.0050827214,"about_ca_topic_score_gemma":0.06565676,"teacher_disagreement_score":0.9553365,"about_ca_system_score_codex":0.00013798499,"about_ca_system_score_gemma":0.0011023703,"threshold_uncertainty_score":0.9513926},"labels":[],"label_agreement":null},{"id":"W1716896285","doi":"10.1177/070674370104600304","title":"Community Attitudes toward People with Schizophrenia","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":307,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Social distance; Schizophrenia (object-oriented programming); Mental illness; Psychology; Psychiatry; Mental health; Social stigma; Stigma (botany); Public health; Clinical psychology; Disease; Medicine; Infectious disease (medical specialty); Family medicine; Human immunodeficiency virus (HIV); Coronavirus disease 2019 (COVID-19)","score_opus":0.03938766145303728,"score_gpt":0.3278046442128582,"score_spread":0.2884169827598209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1716896285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9627547,0.001975312,0.000016618465,0.021558495,0.0020482885,0.00014690826,0.000008648819,0.00000765562,0.011483343],"genre_scores_gemma":[0.99696994,0.000013674238,0.0006447086,0.0011085352,0.00046129047,0.0000050346434,0.0000030448496,0.000017801814,0.0007759949],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988995,0.000259989,0.0002780649,0.00007099572,0.00014492884,0.00034651384],"domain_scores_gemma":[0.9988797,0.000046068228,0.00022757659,0.00032989445,0.00006959647,0.00044720856],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048585766,0.0001287333,0.00018938103,0.00013994842,0.00091469596,0.0000654913,0.0005585791,0.00006208123,0.0015920983],"category_scores_gemma":[0.000005661913,0.00007669699,0.00007023396,0.0002558927,0.00011672644,0.00010327485,0.000009383098,0.00064883573,0.00010971779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042529576,0.00013114208,0.9629455,0.000020300356,0.00016718871,0.00006573431,0.0030193126,0.0000053918993,4.4509628e-7,0.01255479,0.016382901,0.0042820047],"study_design_scores_gemma":[0.0016418701,0.00056430773,0.98454237,0.00010269602,0.00007476628,0.0012045236,0.0026089686,6.7894433e-7,0.0000016810599,0.005220826,0.0039133863,0.00012394802],"about_ca_topic_score_codex":0.122799955,"about_ca_topic_score_gemma":0.912999,"teacher_disagreement_score":0.79019904,"about_ca_system_score_codex":0.00010896294,"about_ca_system_score_gemma":0.0007204109,"threshold_uncertainty_score":0.99932057},"labels":[],"label_agreement":null},{"id":"W1717790354","doi":"10.1002/jcop.21476","title":"SELF‐STIGMA AND QUALITY OF LIFE AMONG PEOPLE WITH MENTAL ILLNESS WHO RECEIVE COMPULSORY COMMUNITY TREATMENT SERVICES","year":2012,"lang":"en","type":"article","venue":"Journal of Community Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Commission of Canada","funders":"","keywords":"Stigma (botany); Mental illness; Quality of life (healthcare); Mental health; Psychology; Psychiatry; Clinical psychology; Longitudinal study; Medicine; Psychotherapist","score_opus":0.08254908019437263,"score_gpt":0.41797125559498455,"score_spread":0.3354221754006119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1717790354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896402,0.0018774753,0.000025417708,0.00048018212,0.0008028967,0.0004255132,0.000037013106,0.000025864947,0.006685456],"genre_scores_gemma":[0.998178,0.00042298823,0.00038037187,0.0007323183,0.0001231953,0.000020011224,0.0000349134,0.000028943467,0.00007924812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99178493,0.006346287,0.0010314154,0.00010334034,0.0002623457,0.00047166058],"domain_scores_gemma":[0.99605286,0.0010112952,0.0014771873,0.0008404836,0.00018340931,0.00043474077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002335308,0.00032802162,0.0010491956,0.00023702261,0.00094232656,0.000022084676,0.0006454429,0.00021902336,0.00022378971],"category_scores_gemma":[0.000015128799,0.0002428746,0.00013132929,0.00024902853,0.00038435785,0.00041677454,0.00014537573,0.0011810072,0.000010746997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022233734,0.007213734,0.85190845,0.00026404753,0.000745408,0.0000029556709,0.12482263,8.334947e-7,0.000041472224,0.00021656291,0.00031608745,0.012244471],"study_design_scores_gemma":[0.006316921,0.0031433983,0.954873,0.00010719661,0.0001381041,0.0001692782,0.033530746,0.0000018503159,0.000077806806,0.00012346025,0.0013079086,0.00021032215],"about_ca_topic_score_codex":0.008582065,"about_ca_topic_score_gemma":0.003568887,"teacher_disagreement_score":0.10296459,"about_ca_system_score_codex":0.00013434325,"about_ca_system_score_gemma":0.0000284269,"threshold_uncertainty_score":0.9980199},"labels":[],"label_agreement":null},{"id":"W172111566","doi":"10.1177/070674371005500808","title":"Frequency of Antidepressant Use in Relation to Recent and Past Major Depressive Episodes","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Servier","keywords":"Antidepressant; Psychology; Depression (economics); Psychiatry; Major depressive disorder; Clinical psychology; Medicine; Cognition; Anxiety","score_opus":0.024291726274390222,"score_gpt":0.31094891016048337,"score_spread":0.2866571838860931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W172111566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863065,0.0008912174,0.000008507138,0.0091040665,0.0022702499,0.00022284938,0.000020455045,0.0000016411561,0.0011745075],"genre_scores_gemma":[0.9974932,0.000021224998,0.0018091577,0.00038926865,0.00020141905,0.0000048260126,0.0000017394043,0.000010697923,0.00006846262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907017,0.000099712095,0.00040853609,0.00010510304,0.000096196345,0.00022027318],"domain_scores_gemma":[0.9990698,0.000069861424,0.00028258783,0.00019733606,0.000069921276,0.0003105015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003307542,0.00008918263,0.00016019607,0.0002420126,0.00014041149,0.000029067549,0.00018748788,0.00008263441,0.00047618945],"category_scores_gemma":[0.000036519086,0.000062627194,0.000032637945,0.0001685184,0.00007344013,0.00013938209,0.000007951005,0.00034351624,0.000008241181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004365185,0.000035323133,0.98320735,0.0000098307855,0.000028078108,0.00002388339,0.00082732696,0.0000030637607,0.00009246312,0.010463608,0.0014307789,0.0038346439],"study_design_scores_gemma":[0.0006972826,0.000083678206,0.9898978,0.000077243414,0.00002614995,0.000093865354,0.00023288453,0.0000011382209,0.00004464694,0.008482439,0.0003009563,0.00006195568],"about_ca_topic_score_codex":0.055633917,"about_ca_topic_score_gemma":0.72834325,"teacher_disagreement_score":0.67270935,"about_ca_system_score_codex":0.000038114722,"about_ca_system_score_gemma":0.00022073601,"threshold_uncertainty_score":0.9506547},"labels":[],"label_agreement":null},{"id":"W1766787229","doi":"10.7202/1025907ar","title":"Politiques et plans d’action en santé mentale dans l’OCDE : leçons pour le Québec ?","year":2014,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University; École Nationale d'Administration Publique","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.04823544381788666,"score_gpt":0.3941206608842576,"score_spread":0.345885217066371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1766787229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8254037,0.0039926227,0.00048051015,0.019408898,0.0029409877,0.0011733726,0.00067716045,0.00026152062,0.14566125],"genre_scores_gemma":[0.9312687,0.00050595135,0.0003214993,0.0031306765,0.0016035811,0.00029275994,0.00048175096,0.00016276454,0.062232323],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993664,0.0019377864,0.0010646421,0.0011550722,0.0004983419,0.0016801486],"domain_scores_gemma":[0.9970818,0.00082843896,0.00049264386,0.00090772077,0.000052142444,0.0006372502],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00097366417,0.0008678284,0.0008183513,0.00027075116,0.0011663513,0.00012704337,0.00066014327,0.0004891208,0.004470018],"category_scores_gemma":[0.000050980994,0.0009030748,0.0003786698,0.00025921443,0.0005501827,0.00071448204,0.0002395257,0.000675972,0.0035801653],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010352266,0.010547328,0.31172383,0.0011957012,0.0013095291,0.0002652789,0.11804753,0.000021146996,0.012684532,0.029607324,0.07087524,0.44268733],"study_design_scores_gemma":[0.010511358,0.002286463,0.41412252,0.00092362595,0.00066957285,0.0006900265,0.097257905,0.00038809841,0.035569694,0.0016861537,0.43383455,0.0020600443],"about_ca_topic_score_codex":0.9673529,"about_ca_topic_score_gemma":0.94113857,"teacher_disagreement_score":0.44062728,"about_ca_system_score_codex":0.0056195413,"about_ca_system_score_gemma":0.0023921793,"threshold_uncertainty_score":0.99934196},"labels":[],"label_agreement":null},{"id":"W1768068106","doi":"10.1186/1471-2296-10-41","title":"Variables associated with general practitioners taking on serious mental disorder patients","year":2009,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Mental health; Bivariate analysis; Health care; Population; Family medicine; Nursing; Psychiatry; Environmental health","score_opus":0.03803992947470277,"score_gpt":0.36042760559228154,"score_spread":0.3223876761175788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1768068106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.866246,0.00013800102,0.00008787456,0.0005130882,0.000696228,0.0007887789,0.000041175223,0.00011151045,0.13137734],"genre_scores_gemma":[0.989588,0.000023838938,0.0016375441,0.005831513,0.00010099962,0.000082431376,0.0004107639,0.000030795352,0.0022941057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998073,0.00039888712,0.00027536205,0.00041998795,0.00039770434,0.0004350623],"domain_scores_gemma":[0.99846715,0.00046947948,0.000596308,0.00026449226,0.000093222574,0.000109328525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028021532,0.00023869729,0.00019529663,0.000083705025,0.00040323747,0.00008629296,0.00013572264,0.00011942121,0.00027656328],"category_scores_gemma":[0.00022645858,0.00019749565,0.000040275692,0.00026520356,0.00002877824,0.00075611356,0.000018245399,0.0002441444,0.00025224086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022482704,0.05686848,0.59332114,0.00009347705,0.0018842784,0.00054107857,0.010305747,0.00047911287,0.00054760295,0.037284706,0.08376432,0.19242734],"study_design_scores_gemma":[0.0059301485,0.0022307225,0.96663046,0.000078596604,0.00015258408,0.00001372754,0.0015714183,0.00007179468,0.000019534216,0.00007635247,0.022890868,0.00033378514],"about_ca_topic_score_codex":0.0006806126,"about_ca_topic_score_gemma":0.000059921484,"teacher_disagreement_score":0.3733093,"about_ca_system_score_codex":0.00023542525,"about_ca_system_score_gemma":0.00004094272,"threshold_uncertainty_score":0.8053639},"labels":[],"label_agreement":null},{"id":"W177164319","doi":"10.1177/070674370905401106","title":"Negative Attitudes toward Help Seeking for Mental Illness in 2 Population—Based Surveys from the United States and Canada","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Manitoba Health; University of Manitoba","funders":"National Institute of Mental Health; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Mental health; Mental illness; Psychiatry; Population; Help-seeking; Substance abuse; Psychology; Medicine; National Comorbidity Survey; Embarrassment; Comorbidity; Clinical psychology; Environmental health; Social psychology","score_opus":0.03017047057969211,"score_gpt":0.32111827133123705,"score_spread":0.2909478007515449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W177164319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95442533,0.0008301015,0.000027433352,0.042571858,0.0015329903,0.0003156141,0.00024613203,0.0000021130659,0.00004841447],"genre_scores_gemma":[0.9951359,0.000009002252,0.00019274064,0.0042960714,0.0002115468,0.000005787697,0.000109011846,0.000009255168,0.0000306991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885434,0.0003377579,0.00031245482,0.000104651226,0.00012245576,0.0002683654],"domain_scores_gemma":[0.9991297,0.00029909512,0.0002134678,0.00011548838,0.000047448506,0.00019479613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005812961,0.000116679395,0.00015925404,0.00010359803,0.00048437805,0.00005724339,0.00022777969,0.000042459473,0.00011545779],"category_scores_gemma":[0.000017667664,0.00007183346,0.000035136945,0.00016365493,0.000041606178,0.0000635463,0.000003439214,0.0001839422,5.526007e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085437365,0.000026013508,0.9885395,0.000006546694,0.000051393883,0.000009992467,0.0018885521,0.00008060409,3.798917e-7,0.00082765054,0.005345531,0.003138382],"study_design_scores_gemma":[0.0012011527,0.000104034756,0.9899913,0.00008272745,0.000024345913,0.000008425714,0.0029071851,0.00009942912,0.0000031914205,0.004989298,0.00049780007,0.00009110097],"about_ca_topic_score_codex":0.99168503,"about_ca_topic_score_gemma":0.99954015,"teacher_disagreement_score":0.04071054,"about_ca_system_score_codex":0.00030183909,"about_ca_system_score_gemma":0.0008049334,"threshold_uncertainty_score":0.37254933},"labels":[],"label_agreement":null},{"id":"W177734617","doi":"10.1177/070674370705200106","title":"The Prevalence and Incidence of Treated Major Depressive Disorder among National Health Insurance Enrollees in Taiwan, 1996 to 2003","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"National health insurance; Incidence (geometry); Medicine; Psychiatry; Health insurance; Major depressive disorder; Demography; Environmental health; Health care; Population; Political science","score_opus":0.01283842244633588,"score_gpt":0.3228304747179091,"score_spread":0.3099920522715732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W177734617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740052,0.014914091,0.000011400805,0.009051199,0.000802244,0.00042623992,0.000042305925,0.0000018802451,0.00074541115],"genre_scores_gemma":[0.9983417,0.00008046785,0.00021303953,0.00077515823,0.00010823282,0.000010812447,0.0000010020867,0.0000094963,0.000460089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853706,0.00017421017,0.0005669279,0.00012628046,0.0002287308,0.00036677564],"domain_scores_gemma":[0.99876606,0.00011584077,0.00045628278,0.00015118605,0.0001658295,0.00034480682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012601963,0.00011114267,0.00017970092,0.00020166421,0.0004570505,0.000026346088,0.0003453737,0.00005303069,0.00006784625],"category_scores_gemma":[0.000068956695,0.00006799145,0.000031889263,0.00047662106,0.00018579005,0.000100707606,0.0000110889105,0.00024200503,0.000003979625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016063335,0.00003553906,0.9900733,0.000034437995,0.000029594134,0.000009835146,0.0015141336,0.000010545433,9.3222565e-7,0.0016478465,0.0019154062,0.004567802],"study_design_scores_gemma":[0.0008612407,0.00018631814,0.9961771,0.00018984183,0.0000045954716,0.000046098463,0.0006825163,0.0000020012383,0.0000051249253,0.0016023817,0.0001817656,0.00006104375],"about_ca_topic_score_codex":0.055233356,"about_ca_topic_score_gemma":0.86843634,"teacher_disagreement_score":0.813203,"about_ca_system_score_codex":0.00015151325,"about_ca_system_score_gemma":0.0008619169,"threshold_uncertainty_score":0.9510579},"labels":[],"label_agreement":null},{"id":"W1810846358","doi":"10.11575/prism/10748","title":"A Profile of Clinical Depression in Canada","year":2008,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychology; Economics","score_opus":0.04300785435699975,"score_gpt":0.3139689668077185,"score_spread":0.27096111245071874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1810846358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670025,0.0001555969,0.00031055306,0.00007285488,0.00016360731,0.00018050922,8.653841e-7,0.0000051584307,0.03210837],"genre_scores_gemma":[0.99537337,0.00004339001,0.0019183998,0.000029436149,0.0000047658827,3.894431e-7,0.000007667615,0.000003145796,0.0026194286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993414,0.00008375957,0.00018336627,0.00014229026,0.00012167575,0.00012747191],"domain_scores_gemma":[0.99955136,0.000072621566,0.00014389644,0.00014614145,0.000015842183,0.00007014153],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008870422,0.0000508008,0.00021779847,0.000050355495,0.000052316882,2.468108e-7,0.00014479092,0.000061553066,0.0011550845],"category_scores_gemma":[0.000005359271,0.000054700824,0.000041953637,0.00008425882,0.000065215165,0.00004895558,0.000049683324,0.00010321803,0.000015513266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002445604,0.0001928334,0.85929257,0.000022500755,0.000014826191,0.00020346181,0.00056141923,4.2223874e-8,0.0000068283016,0.00005404922,0.004374631,0.13503227],"study_design_scores_gemma":[0.0014760239,0.000052815747,0.99662364,0.000024265903,0.000007707021,0.0000032674,0.00015436194,0.00036348504,0.00006119789,0.000014516349,0.001171446,0.000047274065],"about_ca_topic_score_codex":0.8910098,"about_ca_topic_score_gemma":0.18346405,"teacher_disagreement_score":0.70754576,"about_ca_system_score_codex":0.000060627553,"about_ca_system_score_gemma":0.00020921296,"threshold_uncertainty_score":0.999758},"labels":[],"label_agreement":null},{"id":"W1813416304","doi":"10.1186/1478-7954-2-9","title":"The impact of antidepressant treatment on population health: synthesis of data from two national data sources in Canada","year":2004,"lang":"en","type":"article","venue":"Population Health Metrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale","keywords":"Medicine; Population health; Incidence (geometry); Population; Antidepressant; Epidemiology; Psychiatry; Medical prescription; Public health; Community health; Major depressive disorder; Mood; Confounding; Longitudinal study; Major depressive episode; Demography; Environmental health; Internal medicine; Anxiety","score_opus":0.2543087975696155,"score_gpt":0.4924481926048821,"score_spread":0.2381393950352666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1813416304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98937106,0.003520587,0.000045911347,0.0018057065,0.000311621,0.0009068954,0.0039658095,0.000012276221,0.000060143477],"genre_scores_gemma":[0.9915116,0.00058657135,0.00046550174,0.00016861633,0.00009213705,0.000022385995,0.007127559,0.00001814226,0.0000075224534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676114,0.00043975582,0.0012319236,0.00049541617,0.00068165956,0.00039009715],"domain_scores_gemma":[0.9959354,0.0015325008,0.0011615125,0.0011579153,0.000057013167,0.00015569948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011691639,0.00019034214,0.0004902445,0.0003753659,0.0002661837,0.000015575008,0.00059903425,0.000048516646,0.000059298927],"category_scores_gemma":[0.0002880402,0.00013338064,0.00004094496,0.0009334405,0.000019596513,0.00024283008,0.000087489294,0.00010554015,0.0000043343784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016836172,0.00035673194,0.87585884,0.000036701007,0.000064686414,0.0000011302127,0.000119466116,0.0036661946,2.1917262e-7,0.0005366852,0.0003546668,0.11883629],"study_design_scores_gemma":[0.0012325551,0.00022125737,0.9950209,0.0000995585,0.000011920168,8.832527e-7,0.00013990505,0.0025281373,0.000008400884,0.00056604476,0.00008550477,0.00008488964],"about_ca_topic_score_codex":0.99695456,"about_ca_topic_score_gemma":0.93146676,"teacher_disagreement_score":0.119162075,"about_ca_system_score_codex":0.0035353927,"about_ca_system_score_gemma":0.0012174093,"threshold_uncertainty_score":0.9244929},"labels":[],"label_agreement":null},{"id":"W181790410","doi":"10.1177/070674370905400308","title":"Three-Year Physician Treated Prevalence Rate of Mental Disorders in Alberta","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Depression (economics); Psychiatry; Anxiety; Prevalence; Population; Mood disorders; Prevalence of mental disorders; Primary care; Mental health; Mood; Family medicine; Environmental health","score_opus":0.012829683835494043,"score_gpt":0.29716414684983106,"score_spread":0.284334463014337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W181790410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96498865,0.0013125372,0.0000017819764,0.019147784,0.0011607658,0.00029655462,0.00001770193,0.0000021517255,0.013072096],"genre_scores_gemma":[0.99857473,0.00002969043,0.000071066774,0.0007108829,0.00014434839,0.0000025270747,0.0000028928966,0.000010014394,0.00045385715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989814,0.00010566287,0.00039743865,0.000110328365,0.000091179674,0.00031398883],"domain_scores_gemma":[0.9992284,0.000036599093,0.00029957594,0.00020504139,0.000023314386,0.0002070652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025776666,0.00012456262,0.0002005364,0.00017486102,0.00014164149,0.000015499683,0.00035540495,0.000057206136,0.0004025595],"category_scores_gemma":[0.000004874943,0.00008831892,0.00009484528,0.000258379,0.00008696216,0.00009748125,0.0000035903715,0.0002124998,0.00003077684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037823603,0.00034411217,0.9370638,0.000036436606,0.00010382301,0.000012417741,0.0023331982,0.000009768397,0.000016218992,0.027759913,0.008711112,0.023230974],"study_design_scores_gemma":[0.0018879017,0.0006530026,0.96427214,0.00021337064,0.0000521962,0.000016664822,0.0005567578,0.00000892426,0.000026938043,0.031710844,0.00048023602,0.000121030076],"about_ca_topic_score_codex":0.09775387,"about_ca_topic_score_gemma":0.86178654,"teacher_disagreement_score":0.7640327,"about_ca_system_score_codex":0.000099882425,"about_ca_system_score_gemma":0.0002707584,"threshold_uncertainty_score":0.90825427},"labels":[],"label_agreement":null},{"id":"W1818681655","doi":"","title":"Limitations/Biases of DSM-IV in Trinidad and Tobago","year":2010,"lang":"en","type":"article","venue":"Caribbean dialogue","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economics; Environmental science","score_opus":0.09760793691257029,"score_gpt":0.3499305756075338,"score_spread":0.2523226386949635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1818681655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815831,0.0002634812,0.0000027055462,0.00038667623,0.0007896131,0.00029346562,0.000060949602,0.0000193448,0.016600631],"genre_scores_gemma":[0.99907964,0.00002721772,0.00013089571,0.00018777125,0.000091047215,0.00005635165,0.00009007995,0.000010149602,0.00032684096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926037,0.000055373446,0.00024135239,0.00019079428,0.00006407297,0.00018804011],"domain_scores_gemma":[0.9992166,0.00038768636,0.00007184611,0.00020372927,0.0000229269,0.00009720544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014736451,0.000093002374,0.00017773654,0.00011661668,0.000045389606,0.000010486448,0.0000922942,0.00009990658,0.00018541615],"category_scores_gemma":[0.00015120508,0.00008574304,0.000030378007,0.00013701554,0.000093615825,0.00006629554,0.000027224547,0.00014731978,0.00004663448],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027821283,0.0010110991,0.6614148,0.00008834466,0.000061767474,0.00008849144,0.008632936,0.0000017020611,0.002078646,0.049603127,0.006934851,0.26980603],"study_design_scores_gemma":[0.002692323,0.0002505087,0.9880004,0.000037453934,0.000029256946,0.00001231179,0.0013070111,0.0000125367205,0.0014311578,0.0018774667,0.004166249,0.00018336068],"about_ca_topic_score_codex":0.0009702634,"about_ca_topic_score_gemma":0.003503764,"teacher_disagreement_score":0.3265856,"about_ca_system_score_codex":0.000011488193,"about_ca_system_score_gemma":0.000018789648,"threshold_uncertainty_score":0.34965},"labels":[],"label_agreement":null},{"id":"W1821989889","doi":"10.1017/gmh.2015.16","title":"Intersectoral policy for severe and persistent mental illness: review of approaches in a sample of high-income countries","year":2015,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; U.S. Department of Health and Human Services","keywords":"Sample (material); Mental illness; High income countries; Development economics; Psychology; Economics; Mental health; Psychiatry; Economic growth; Developing country","score_opus":0.10456968363518963,"score_gpt":0.42891852653540824,"score_spread":0.3243488429002186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1821989889","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016045924,0.9731575,0.00000839841,0.0006926349,0.0010141752,0.007823572,0.01527773,0.00002338439,0.00039801782],"genre_scores_gemma":[0.0045473515,0.9910587,0.0004102737,0.00040463812,0.0001291204,0.00070151605,0.0025780902,0.00005138391,0.000118896016],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99559265,0.0005112273,0.001926447,0.00075972883,0.00043566132,0.00077425287],"domain_scores_gemma":[0.99739313,0.00014421587,0.001508466,0.00048533926,0.00007092747,0.0003979483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010942068,0.0006624498,0.0034687608,0.0002450903,0.00013796307,0.000016560718,0.00043011334,0.00027149552,0.00004531117],"category_scores_gemma":[0.000036161833,0.0005561361,0.0004995952,0.0005346636,0.00027514272,0.00012453766,0.0002734278,0.00021739416,0.000010484084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002874922,0.00044549885,0.0005651982,0.33018383,0.000293965,0.0000030600618,0.0006279031,2.0687631e-8,4.974704e-9,0.0068541546,0.0065192715,0.6542196],"study_design_scores_gemma":[0.0049636737,0.0028785379,0.0007227178,0.19792709,0.0005824538,0.00027952876,0.0018141498,0.000004412699,4.98996e-7,0.000108843225,0.7898021,0.00091600214],"about_ca_topic_score_codex":0.008429402,"about_ca_topic_score_gemma":0.00019800602,"teacher_disagreement_score":0.7832828,"about_ca_system_score_codex":0.0031407133,"about_ca_system_score_gemma":0.0008423166,"threshold_uncertainty_score":0.99968904},"labels":[],"label_agreement":null},{"id":"W1823500672","doi":"10.1556/oh.2009.28586","title":"Mood disorders in patients with chronic kidney disease: Significance, etiology and prevalence of depression","year":2009,"lang":"hu","type":"review","venue":"Orvosi Hetilap","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Etiology; Depression (economics); Medicine; Mood disorders; Kidney disease; Disease; Mood; Psychiatry; Internal medicine; Anxiety","score_opus":0.014044422465968666,"score_gpt":0.3289203502795767,"score_spread":0.31487592781360807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1823500672","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058884427,0.92956156,0.0000062621925,0.00017097926,0.0005615954,0.006512884,0.0008094131,0.000032726857,0.0034601358],"genre_scores_gemma":[0.37927407,0.61880875,0.000025307543,0.000051599895,0.00006243764,0.0004229335,0.00045861516,0.000051418872,0.00084483944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958011,0.00071153254,0.0010433879,0.0012861915,0.00036067775,0.00079714396],"domain_scores_gemma":[0.99752367,0.00018171576,0.00091543817,0.0007856173,0.00005448588,0.00053910696],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000220411,0.0007595456,0.0015630623,0.0003014165,0.00015326009,0.00001968093,0.00045490995,0.0004801007,0.0011807657],"category_scores_gemma":[0.00003233862,0.00057604443,0.00015768022,0.00042200397,0.00037449575,0.00014926179,0.00011562569,0.0005380006,0.000073717805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086041226,0.0015809466,0.51428676,0.030737344,0.00007860774,0.000004886193,0.00008692345,0.0000017744348,2.1876444e-7,0.00006338639,0.0002906889,0.45200804],"study_design_scores_gemma":[0.0054677613,0.0019803147,0.9134911,0.027775425,0.0007393547,0.0000017578241,0.000007762053,0.0000046947466,0.0000015877065,0.00008183961,0.04982204,0.00062640087],"about_ca_topic_score_codex":0.00013800763,"about_ca_topic_score_gemma":0.00019020728,"teacher_disagreement_score":0.45138162,"about_ca_system_score_codex":0.00028782722,"about_ca_system_score_gemma":0.0003297512,"threshold_uncertainty_score":0.9997323},"labels":[],"label_agreement":null},{"id":"W1826615806","doi":"10.7870/cjcmh-2012-0002","title":"Mental Health Literacy in Canadian Young Adults: Results of a National Survey","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Mental health literacy; Young adult; Literacy; Health literacy; Age groups; Gerontology; Psychology; Medicine; Psychiatry; Demography; Mental illness; Health care; Sociology; Political science; Pedagogy","score_opus":0.08655888169813676,"score_gpt":0.4275385710026835,"score_spread":0.34097968930454675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1826615806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97471464,0.0062922845,8.1600086e-7,0.007496754,0.0021924332,0.00067407155,0.004255823,0.000004585338,0.0043686084],"genre_scores_gemma":[0.99513197,0.0001622423,0.00009034553,0.003062166,0.0001230985,0.0000073814094,0.0011966801,0.000026286041,0.00019982914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993656,0.0029167961,0.0015439688,0.0001114802,0.00038950145,0.001382278],"domain_scores_gemma":[0.99471235,0.0002269839,0.0009555158,0.00030757958,0.00020964783,0.0035878965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075730933,0.00023400124,0.000581534,0.0011210373,0.0010176232,0.000030545463,0.0005665771,0.000109390705,0.0003561381],"category_scores_gemma":[0.00008483932,0.00023923093,0.00009541424,0.0005713039,0.00011005049,0.0004929801,0.000028143128,0.00096494774,0.000028818276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009943888,0.0009472119,0.7265573,0.00020464847,0.00008733746,0.000014261237,0.17819512,0.0000014623134,9.737918e-7,0.0007630038,0.057617392,0.0346169],"study_design_scores_gemma":[0.004550663,0.0010377537,0.96990967,0.00064876303,0.0000024406704,0.00025808794,0.00913424,0.000009119045,0.0000061355418,0.00005599915,0.0142060965,0.0001810191],"about_ca_topic_score_codex":0.99236685,"about_ca_topic_score_gemma":0.9967895,"teacher_disagreement_score":0.24335238,"about_ca_system_score_codex":0.006010421,"about_ca_system_score_gemma":0.0058961124,"threshold_uncertainty_score":0.9997395},"labels":[],"label_agreement":null},{"id":"W1831876731","doi":"10.1080/17542863.2015.1055333","title":"Current practices in community treatment of the mentally ill in Ontario, Canada: learning opportunities for improving Ghana's mental health system","year":2015,"lang":"en","type":"article","venue":"International Journal of Culture and Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Mental health; Government (linguistics); Legislature; Mental health law; Health care; Medicine; Mental illness; Politics; Nursing; Public relations; Psychiatry; Political science; Law","score_opus":0.14055186938375205,"score_gpt":0.4221515525392978,"score_spread":0.28159968315554573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1831876731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804113,0.007911818,0.0000034386712,0.0071204123,0.0027527763,0.00085154996,0.00011937456,0.0000038895582,0.00082546286],"genre_scores_gemma":[0.9982258,0.00041509673,0.000086707,0.00045254114,0.0000885863,0.000026528312,0.00009681817,0.000009124479,0.00059876754],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99788696,0.0004888126,0.00082468544,0.00012292416,0.0004231278,0.0002534921],"domain_scores_gemma":[0.9977874,0.0000626359,0.0017220323,0.00008465497,0.00013804308,0.00020521984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089886267,0.00015834098,0.00036456506,0.0001164182,0.00021562919,0.000025411067,0.00024238256,0.00003747182,0.000012947767],"category_scores_gemma":[0.000015604226,0.000105310115,0.000064528576,0.000054813256,0.00003918232,0.00021025629,0.000052316303,0.00033837665,1.7365629e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037909348,0.0044413432,0.39736292,0.00068094756,0.0004235397,0.000054237345,0.25087893,0.000022491027,0.000057850342,0.002436941,0.0084427865,0.33140707],"study_design_scores_gemma":[0.018155234,0.00716989,0.1122185,0.0022417328,0.000035238656,0.00070696865,0.6733224,0.000102708276,0.00017818625,0.00008473268,0.18547454,0.00030990687],"about_ca_topic_score_codex":0.892098,"about_ca_topic_score_gemma":0.957205,"teacher_disagreement_score":0.42244342,"about_ca_system_score_codex":0.006220687,"about_ca_system_score_gemma":0.0016836561,"threshold_uncertainty_score":0.99759424},"labels":[],"label_agreement":null},{"id":"W1833157081","doi":"10.1177/2333393615606092","title":"Self-Management Strategies in Recovery From Mood and Anxiety Disorders","year":2015,"lang":"en","type":"article","venue":"Global Qualitative Nursing Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université Laval; Université du Québec à Montréal","funders":"Mental Health Commission","keywords":"Anxiety; Mood; Psychology; Bipolar disorder; Mood disorders; Clinical psychology; Self-management; Mental health; Diversity (politics); Psychotherapist; Psychiatry","score_opus":0.14228081993028052,"score_gpt":0.5492897569108421,"score_spread":0.4070089369805616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1833157081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71444577,0.002060951,0.00007796684,0.0012866419,0.00034265927,0.00060156704,0.00006798844,0.000042417178,0.28107405],"genre_scores_gemma":[0.99711347,0.00024594838,0.0020418745,0.000035972345,0.000044955385,0.00010992189,0.000050910297,0.000010740233,0.00034620054],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99643195,0.0016885982,0.00025246548,0.00049067376,0.0005180572,0.0006182592],"domain_scores_gemma":[0.99910516,0.00034562105,0.00004459325,0.00021913009,0.00007752072,0.00020800254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017650499,0.00014789749,0.00019036404,0.0001330724,0.00015684075,0.000111246176,0.0001834981,0.00009439047,0.00006089734],"category_scores_gemma":[0.00003469084,0.00013809782,0.000026373278,0.00060466863,0.00027016338,0.0002834215,0.000064454885,0.00023660835,0.00014857735],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00228807,0.0024321438,0.0239834,0.00013000229,0.00022659631,0.00004289959,0.27645853,0.000006610783,0.0000031257955,0.2404271,0.017797738,0.43620378],"study_design_scores_gemma":[0.002350928,0.00045858845,0.06931079,0.00015956863,0.000010227829,0.0000012625507,0.45282403,0.000023735514,0.0000024365374,0.47378135,0.0009314977,0.000145592],"about_ca_topic_score_codex":0.0047079157,"about_ca_topic_score_gemma":0.00071224343,"teacher_disagreement_score":0.43605816,"about_ca_system_score_codex":0.00082341494,"about_ca_system_score_gemma":0.000055385688,"threshold_uncertainty_score":0.7116991},"labels":[],"label_agreement":null},{"id":"W1842077231","doi":"10.1007/s10488-015-0695-0","title":"Adequacy of Help Received by Individuals with Severe Mental Disorders After a Major Healthcare Reform in Quebec: Predictors and Changes at 5-Year Follow-Up","year":2015,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental healthcare; Mental health; Health care; Mental health care; Medicine; Psychiatry; Gerontology; Psychology; Political science","score_opus":0.04287762747105283,"score_gpt":0.43685675413386055,"score_spread":0.3939791266628077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1842077231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93091255,0.009875645,6.3029816e-8,0.05381539,0.0001779333,0.00341955,0.0012112062,0.000020270765,0.0005673621],"genre_scores_gemma":[0.98258513,0.009092792,0.000057483332,0.004301122,0.000065110726,0.0005184575,0.0016081404,0.000035882073,0.001735873],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9957293,0.00077950425,0.00082619116,0.00070148375,0.0007411107,0.0012224002],"domain_scores_gemma":[0.9978352,0.000073224095,0.00030581024,0.00023612018,0.000040849078,0.0015088031],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013372455,0.000348783,0.00056059094,0.00059023977,0.00053985807,0.0000636703,0.00016293747,0.0001932168,0.000063623775],"category_scores_gemma":[0.0000029755695,0.00030095823,0.000021732485,0.0006191869,0.00028589886,0.0003619195,0.00015865629,0.00039570202,0.000007364126],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012229192,0.0009109659,0.7504464,0.00477454,0.00004116828,0.000007084563,0.186551,2.1212642e-8,0.000009787415,0.0005202624,0.0018353214,0.042674273],"study_design_scores_gemma":[0.041231528,0.03019688,0.40858924,0.0035244946,0.000010296379,0.0001791976,0.47886747,0.000043260985,0.00017113892,0.00042857334,0.035865493,0.00089242327],"about_ca_topic_score_codex":0.27832264,"about_ca_topic_score_gemma":0.61123395,"teacher_disagreement_score":0.34185714,"about_ca_system_score_codex":0.0017458317,"about_ca_system_score_gemma":0.00065016875,"threshold_uncertainty_score":0.99994427},"labels":[],"label_agreement":null},{"id":"W18432498","doi":"10.1007/978-94-017-0675-9_10","title":"Community Mental Health Services for Older Adults in the United States","year":2001,"lang":"en","type":"book-chapter","venue":"International library of ethics, law, and the new medicine/˜The œinternational library of ethics, law, and the new medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Psychiatry; Mental illness; Anxiety; Paranoia; Population; Dementia; Medicine; Substance abuse; Health care; Gerontology; Psychology; Disease; Environmental health; Political science","score_opus":0.046938720777619306,"score_gpt":0.3571465687473446,"score_spread":0.3102078479697253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18432498","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008586785,0.013158343,0.000065672364,0.66817486,0.0036418329,0.0021388386,0.000635263,0.00005678919,0.31126973],"genre_scores_gemma":[0.2260642,0.05948625,0.00019724321,0.4431479,0.008038694,0.00014521909,0.012520253,0.00025345988,0.25014678],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99364936,0.0015041454,0.0020195784,0.000613603,0.0017554443,0.0004578737],"domain_scores_gemma":[0.98055,0.016409991,0.0017024116,0.00082924543,0.00022447707,0.0002838673],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005007944,0.00073301326,0.0013012392,0.00040021416,0.000990435,0.000107635125,0.0031299915,0.00068316417,0.0022983602],"category_scores_gemma":[0.0001695101,0.00035603542,0.00027222137,0.0001671203,0.0076584294,0.00072934077,0.00059846323,0.0030477194,0.0000047657395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005947059,0.00015209422,0.00007995616,0.0005236845,0.00080024835,0.000008344843,0.07960133,0.0000032196217,5.240561e-7,0.8310742,0.080163516,0.0016458528],"study_design_scores_gemma":[0.017900346,0.0005325627,0.00019606469,0.005458826,0.00015936408,0.000071353,0.010167877,0.0002103866,0.0000081766575,0.4574157,0.5076487,0.00023062149],"about_ca_topic_score_codex":0.040192775,"about_ca_topic_score_gemma":0.004276903,"teacher_disagreement_score":0.4274852,"about_ca_system_score_codex":0.000040736115,"about_ca_system_score_gemma":0.0002881376,"threshold_uncertainty_score":0.99988914},"labels":[],"label_agreement":null},{"id":"W1848358172","doi":"","title":"Caring for seriously mentally ill patients. Qualitative study of family physicians' experiences.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Mentally ill; Mental illness; Qualitative research; Mental health; Family centered care; Medicine; Nursing; Sample (material); Psychology; Family medicine; Psychiatry; Health care","score_opus":0.09778663010596934,"score_gpt":0.38073820015436505,"score_spread":0.2829515700483957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1848358172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863614,0.0002087785,0.000007002652,0.00004811056,0.0007263745,0.0036823922,0.00002900087,0.000030587787,0.0089063635],"genre_scores_gemma":[0.9832188,0.000002845544,0.00002995735,0.0003509999,0.000048210903,0.014787242,0.000015536281,0.000018001898,0.0015283949],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986423,0.00012015491,0.00034096718,0.00030258932,0.00019927073,0.00039470103],"domain_scores_gemma":[0.9993623,0.00009308372,0.00019116378,0.00019586059,0.00008882918,0.00006877641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014886154,0.0001399406,0.00024364202,0.00006321543,0.00012966551,0.000013244268,0.00017503097,0.000037975424,0.000089469984],"category_scores_gemma":[0.000013949148,0.00012565215,0.00005679449,0.00014634458,0.000047507896,0.00013463301,0.00003278702,0.00004765067,0.000014150904],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012845725,0.003753765,0.009008731,0.000029804449,0.00012510562,0.0000020348423,0.72261155,4.4049938e-7,0.0000030464703,0.00008786052,0.0018208772,0.26242834],"study_design_scores_gemma":[0.004750691,0.0007299975,0.27800152,0.000008097149,0.000039496696,1.5965027e-7,0.71567273,0.0000072051757,0.00012425888,0.00003920275,0.0004499884,0.0001766647],"about_ca_topic_score_codex":0.0005114206,"about_ca_topic_score_gemma":0.000056949306,"teacher_disagreement_score":0.26899278,"about_ca_system_score_codex":0.00007318482,"about_ca_system_score_gemma":0.0000014288236,"threshold_uncertainty_score":0.51239455},"labels":[],"label_agreement":null},{"id":"W18629709","doi":"10.1177/070674371205700304","title":"Responses to Mental Health Stigma Questions: The Importance of Social Desirability and Data Collection Method","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":143,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Psychology; Mental health; Stigma (botany); Data collection; Social desirability bias; Scale (ratio); Social psychology; Social desirability; Clinical psychology; Interview; Social stigma; Public health; Test (biology); Applied psychology; Developmental psychology; Psychiatry; Medicine; Family medicine","score_opus":0.10394058313868404,"score_gpt":0.4550485063449698,"score_spread":0.35110792320628575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18629709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8350963,0.0089265555,0.00016432162,0.15165035,0.0030350003,0.0005287194,0.00019049675,0.0000036652227,0.00040457086],"genre_scores_gemma":[0.99076796,0.000017348026,0.005993138,0.0024820112,0.0004783498,0.0000066560806,0.0000071399754,0.000009851506,0.00023755747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807686,0.0008043444,0.00059115037,0.00010802568,0.00013044603,0.0002891738],"domain_scores_gemma":[0.99845415,0.00013538565,0.00069371704,0.0003202038,0.000045095658,0.00035146714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004287098,0.00008719455,0.0001909026,0.00010298433,0.0011244128,0.000022795888,0.0003657349,0.000045098473,0.00019515297],"category_scores_gemma":[0.00009458724,0.000052640833,0.00003874021,0.00023391773,0.00011907256,0.00013047094,0.000024217983,0.00020191235,0.0000038955995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039023603,0.00009401653,0.8794161,0.00003031063,0.00008064695,7.6908856e-7,0.00788793,2.462159e-7,0.0000022428615,0.015337843,0.08849254,0.008267086],"study_design_scores_gemma":[0.00040525402,0.00022001509,0.98784536,0.000030690593,0.000040439336,0.0001521615,0.0030103095,0.0000026580062,0.0000032374662,0.0029167186,0.0053159497,0.000057231122],"about_ca_topic_score_codex":0.02537226,"about_ca_topic_score_gemma":0.32311505,"teacher_disagreement_score":0.29774278,"about_ca_system_score_codex":0.00019558037,"about_ca_system_score_gemma":0.0010355205,"threshold_uncertainty_score":0.98111784},"labels":[],"label_agreement":null},{"id":"W186903868","doi":"10.1177/070674371205700806","title":"Common and Unique Risk Factors and Comorbidity for 12-Month Mood and Anxiety Disorders among Canadians","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Comorbidity; Anxiety; Mood disorders; Mood; Psychiatry; Clinical psychology; Medicine; Psychology; Risk factor; Anxiety disorder; Internal medicine","score_opus":0.01896982675948389,"score_gpt":0.2952268309475175,"score_spread":0.2762570041880336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W186903868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98845106,0.0044013015,0.000011277554,0.0038248803,0.0014251266,0.00037957128,0.00018189488,0.0000036975252,0.0013211876],"genre_scores_gemma":[0.9988924,0.0003111428,0.00017001005,0.00027053195,0.00022148166,0.000008053606,0.000007310476,0.000019037769,0.000099993595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899685,0.0001435933,0.00024621855,0.00011128636,0.000064810716,0.00043723077],"domain_scores_gemma":[0.9985015,0.000102508006,0.00023832096,0.00014460548,0.00001904121,0.0009940739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046584973,0.00015716327,0.00021377305,0.00010920566,0.00074748567,0.000051074094,0.00012660374,0.000106547166,0.000059152197],"category_scores_gemma":[0.000010868842,0.00010794586,0.00004794144,0.000058059202,0.00023065608,0.00016397904,0.000008826795,0.00028949024,5.274485e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032822685,0.000024386245,0.9859131,0.00002021219,0.00007801962,7.318249e-7,0.0026935379,4.397166e-7,1.2657165e-7,0.0027010406,0.003874578,0.004661023],"study_design_scores_gemma":[0.00085871236,0.00021139895,0.98760825,0.000025876794,0.00011734897,0.000050464332,0.0026984757,0.000007836135,0.0000012559314,0.0044954475,0.0038067233,0.0001182313],"about_ca_topic_score_codex":0.61194056,"about_ca_topic_score_gemma":0.990209,"teacher_disagreement_score":0.37826842,"about_ca_system_score_codex":0.00007809541,"about_ca_system_score_gemma":0.0001850816,"threshold_uncertainty_score":0.5749131},"labels":[],"label_agreement":null},{"id":"W1876653219","doi":"10.1002/da.22215","title":"DEVELOPMENT AND VALIDATION OF A PREDICTION ALGORITHM FOR USE BY HEALTH PROFESSIONALS IN PREDICTION OF RECURRENCE OF MAJOR DEPRESSION","year":2013,"lang":"en","type":"article","venue":"Depression and Anxiety","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Manitoba; University of Winnipeg; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Decile; Depression (economics); Mental health; Algorithm; Medicine; Epidemiology; Psychiatry; Statistics; Internal medicine; Computer science; Mathematics","score_opus":0.038220358815965604,"score_gpt":0.35649029760921724,"score_spread":0.31826993879325166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1876653219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944665,0.0012378999,0.0024156377,0.000056625016,0.00018513545,0.0012937902,0.00029563715,0.000011740698,0.000037034613],"genre_scores_gemma":[0.990271,0.00030634916,0.008574753,0.00003929943,0.000013449694,0.00033126777,0.00032270772,0.000008681096,0.00013250718],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99873257,0.00010442694,0.00058587786,0.00026650433,0.00015876077,0.00015188789],"domain_scores_gemma":[0.99924874,0.000083959116,0.00040012077,0.00011469456,0.00007229003,0.00008016956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003155212,0.00010776718,0.0002395787,0.00009506483,0.00008582039,0.0000064243154,0.000047264155,0.00011313487,0.000050915347],"category_scores_gemma":[0.000013294543,0.000082884886,0.000021845806,0.00010341366,0.000038054957,0.0002497815,0.000041979598,0.000069553455,4.548264e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010334767,0.00050316734,0.30455694,0.00033565648,0.000014270408,5.8064092e-8,0.0017756217,2.675056e-7,0.0034670776,0.00001583902,0.0028508895,0.68637687],"study_design_scores_gemma":[0.0040182103,0.0002832243,0.88578033,0.0015966435,0.00001753968,0.000004483571,0.0011783444,0.0024522203,0.10318708,0.0000936345,0.0012680385,0.00012026418],"about_ca_topic_score_codex":0.00030588888,"about_ca_topic_score_gemma":0.0000049532614,"teacher_disagreement_score":0.6862566,"about_ca_system_score_codex":0.000021576696,"about_ca_system_score_gemma":0.000026404761,"threshold_uncertainty_score":0.33799475},"labels":[],"label_agreement":null},{"id":"W1881242442","doi":"10.1016/j.jad.2015.09.002","title":"Why is major depression prevalence not changing?","year":2015,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Health Canada; Alberta Innovates - Health Solutions","keywords":"Major depressive episode; Depression (economics); Incidence (geometry); Population; Medicine; Epidemiology; Psychology; Demography; Psychiatry; Environmental health","score_opus":0.05183096107177598,"score_gpt":0.43243248882875823,"score_spread":0.38060152775698225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1881242442","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021062187,0.9920066,0.00008162352,0.000120889985,0.0022292444,0.0012045865,0.00005916941,0.000015563788,0.0040717064],"genre_scores_gemma":[0.00024807904,0.9970508,0.000040194627,0.000503483,0.0003937018,0.000102494865,0.000012453852,0.00006805535,0.0015807196],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974241,0.0005628039,0.0007103994,0.0003654518,0.00046455892,0.00047263657],"domain_scores_gemma":[0.99742395,0.00030698642,0.0015641003,0.00031297564,0.00015604302,0.00023593735],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073665625,0.00046132324,0.0014655805,0.0006275058,0.00014828402,0.000035814315,0.00049475586,0.00034170324,0.0010510967],"category_scores_gemma":[0.00005059962,0.00031510825,0.000647748,0.0004853447,0.00006429904,0.00022117553,0.00009187148,0.00065238605,0.00018323083],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009032349,0.0003086408,0.00020952326,0.005920541,0.00039893092,0.000035544585,0.0008415802,6.988732e-8,5.187927e-8,0.000016916272,0.040296365,0.9518815],"study_design_scores_gemma":[0.0012598479,0.0006142816,0.00016298375,0.010171771,0.0012107202,0.00013761585,0.00026276414,4.818251e-7,0.0000017562937,0.00013677789,0.98573893,0.0003020602],"about_ca_topic_score_codex":0.000081683436,"about_ca_topic_score_gemma":0.000023465514,"teacher_disagreement_score":0.95157945,"about_ca_system_score_codex":0.0003007847,"about_ca_system_score_gemma":0.00011934778,"threshold_uncertainty_score":0.9999301},"labels":[],"label_agreement":null},{"id":"W1882392783","doi":"10.1176/appi.ps.201400306","title":"Preferences for Early Intervention Mental Health Services: A Discrete-Choice Conjoint Experiment","year":2015,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Multiple Sclerosis Society of Canada","funders":"","keywords":"Psychological intervention; Mental health; Respondent; Referral; Intervention (counseling); Service (business); Conjoint analysis; Mental illness; Nursing; Medicine; Psychology; Latent class model; Family medicine; Psychiatry; Preference; Marketing; Business","score_opus":0.049696918470157496,"score_gpt":0.403832260486379,"score_spread":0.3541353420162215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1882392783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97230077,0.011155287,0.00010366034,0.0024160226,0.0049481494,0.0026721153,0.00016236221,0.00019119766,0.0060504414],"genre_scores_gemma":[0.99395454,0.00003554121,0.0011454355,0.0020953065,0.0005473343,0.00096011366,0.00049147604,0.00004220377,0.00072802155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973219,0.00020333864,0.0007256705,0.00066143763,0.00035070046,0.00073694333],"domain_scores_gemma":[0.99839944,0.000075875825,0.00053869863,0.00041499105,0.00008123913,0.00048976403],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045966211,0.00033930293,0.00039505088,0.00018145535,0.00032844432,0.00013073126,0.00049866835,0.00011663694,0.0003183152],"category_scores_gemma":[0.0000013045667,0.0002821605,0.00017405675,0.00029293276,0.000027370053,0.00037289064,0.00009349144,0.00011532171,0.00027223935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059333867,0.008000787,0.74740344,0.008236594,0.0011689556,0.0000043100667,0.12218821,0.00000648456,0.000021978089,0.012478544,0.01931705,0.075240284],"study_design_scores_gemma":[0.061323535,0.019150838,0.487966,0.0012270992,0.00046758773,0.00005216665,0.26821008,0.0011244963,0.0004437292,0.01873658,0.13839252,0.0029053513],"about_ca_topic_score_codex":0.019119155,"about_ca_topic_score_gemma":0.0027268326,"teacher_disagreement_score":0.2594374,"about_ca_system_score_codex":0.00019911071,"about_ca_system_score_gemma":0.000033727058,"threshold_uncertainty_score":0.99996305},"labels":[],"label_agreement":null},{"id":"W1884785936","doi":"10.3402/gha.v8.28955","title":"Task shifting – Ghana's community mental health workers’ experiences and perceptions of their roles and scope of practice","year":2015,"lang":"en","type":"article","venue":"Global Health Action","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Scope (computer science); Perception; Task (project management); Community health workers; Public relations; Psychology; Political science; Sociology; Economic growth; Medicine; Environmental health; Psychiatry; Health services; Population; Management","score_opus":0.07507123841946506,"score_gpt":0.46317580342608605,"score_spread":0.388104565006621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1884785936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98711824,0.00653633,0.00004877804,0.0030443887,0.00051096786,0.00053469447,0.0000841946,0.000025969151,0.0020964285],"genre_scores_gemma":[0.9980967,0.0005782587,0.0005308795,0.00064278743,0.000044637036,0.000034296852,0.000047763726,0.0000056276085,0.000019070134],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9981372,0.0008152698,0.0004204363,0.0001749102,0.00016884948,0.00028335972],"domain_scores_gemma":[0.99873686,0.00010184532,0.0006322187,0.00017658662,0.000056095807,0.0002963976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010318499,0.00012240621,0.0002754752,0.000048318776,0.0005251123,0.00001509928,0.00008175023,0.00006308779,0.00002924489],"category_scores_gemma":[0.00003260924,0.000106477586,0.000020860796,0.00019649777,0.00015644047,0.00030552343,0.000059930684,0.00016081701,0.0000036536435],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011966539,0.0012436514,0.10436475,0.000499145,0.00006869006,7.8787815e-7,0.22075985,0.0000010059231,0.000017741753,0.00093558687,0.00581528,0.6650968],"study_design_scores_gemma":[0.0014341205,0.0018068707,0.22383368,0.00023226638,0.000011135218,0.00006426206,0.7712658,0.000016437907,0.000025725987,0.00026591407,0.00093952595,0.00010427272],"about_ca_topic_score_codex":0.028177023,"about_ca_topic_score_gemma":0.0023781226,"teacher_disagreement_score":0.6649926,"about_ca_system_score_codex":0.0002984217,"about_ca_system_score_gemma":0.00015404806,"threshold_uncertainty_score":0.97829443},"labels":[],"label_agreement":null},{"id":"W1885882405","doi":"10.1176/appi.focus.130407","title":"Toward a New Architecture for Global Mental Health","year":2015,"lang":"en","type":"article","venue":"FOCUS The Journal of Lifelong Learning in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Psychological intervention; Global mental health; Health equity; Social determinants of health; Poverty; Global health; Equity (law); Psychology; Political science; Psychiatry; Health care; Public relations; Medicine; Law","score_opus":0.0469263064568208,"score_gpt":0.3825694375264156,"score_spread":0.3356431310695948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1885882405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69144833,0.04155171,0.008750068,0.2309993,0.021181803,0.001511227,0.000022540593,0.00007225799,0.004462733],"genre_scores_gemma":[0.9855806,0.000086863976,0.007848636,0.0022947232,0.0026211676,0.00001164771,0.000008807293,0.00003800264,0.0015095298],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978867,0.0004716223,0.0007018867,0.00015533948,0.00032181203,0.00046260896],"domain_scores_gemma":[0.9985857,0.00011308445,0.0007218505,0.00016532796,0.000050147693,0.00036389293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015625105,0.00018711179,0.00035465442,0.000113470196,0.00019354379,0.000031399635,0.0004135785,0.00009407808,0.00005356157],"category_scores_gemma":[0.00005743073,0.0001224444,0.00014608832,0.00028151742,0.000039225946,0.00009148714,0.00003761708,0.000598357,0.00002652017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054393634,0.0006985676,0.31497908,0.00009445715,0.00026018624,0.000016340076,0.026740737,0.0008563202,0.0000016908781,0.0029444478,0.4234129,0.22455594],"study_design_scores_gemma":[0.05460745,0.023498889,0.2999438,0.002098403,0.00028984182,0.0051689832,0.052423827,0.00018724048,0.000018921843,0.102804616,0.45767802,0.0012800074],"about_ca_topic_score_codex":0.0005181314,"about_ca_topic_score_gemma":0.00041829955,"teacher_disagreement_score":0.29413226,"about_ca_system_score_codex":0.00026893255,"about_ca_system_score_gemma":0.0005525815,"threshold_uncertainty_score":0.49931374},"labels":[],"label_agreement":null},{"id":"W1893551219","doi":"10.1111/j.1751-7893.2011.00331.x","title":"Development of key messages for adolescents on providing basic mental health first aid to peers: a Delphi consensus study","year":2012,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Canada; National Health and Medical Research Council; Mental Health Commission","keywords":"Mental health; Delphi method; Psychology; Medical education; Delphi; Mental health literacy; Peer support; Applied psychology; Mental illness; Medicine; Psychiatry; Computer science","score_opus":0.05639924943599218,"score_gpt":0.407450221124587,"score_spread":0.35105097168859484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1893551219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881868,0.00045866272,0.00013595753,0.0014695579,0.0055589154,0.0038513169,0.00004425387,0.00003830345,0.0002562796],"genre_scores_gemma":[0.9953776,0.0000012918708,0.0029309622,0.00028303312,0.00013491858,0.0007491276,0.00003115452,0.00003260322,0.00045933138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976502,0.00018360143,0.0009801239,0.0003673385,0.00026662034,0.0005521271],"domain_scores_gemma":[0.9991064,0.00003457077,0.00037634282,0.00024836688,0.000033814646,0.00020048633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009730424,0.00021927772,0.0003229778,0.00033240154,0.000239247,0.000022149907,0.00019816574,0.00007001417,0.00018033621],"category_scores_gemma":[0.000012441092,0.00021895794,0.00013912967,0.00021886734,0.000019077206,0.000098148754,0.000055073382,0.00013921836,0.00011829113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017807859,0.011317598,0.9161613,0.00064833136,0.0001255046,7.7237536e-7,0.041187894,8.5980327e-7,0.0000045719758,0.0007433503,0.0061602346,0.021868825],"study_design_scores_gemma":[0.008633213,0.0028216555,0.9623758,0.0022931346,0.000019244468,0.000002827825,0.021666924,0.0000024888434,0.00007352565,0.000038123588,0.0018312415,0.00024180867],"about_ca_topic_score_codex":0.00034832174,"about_ca_topic_score_gemma":0.0017936812,"teacher_disagreement_score":0.04621454,"about_ca_system_score_codex":0.00026834616,"about_ca_system_score_gemma":0.000036573452,"threshold_uncertainty_score":0.8928846},"labels":[],"label_agreement":null},{"id":"W189372418","doi":"","title":"Report stigma is more life-limiting and disabling than the illness itself.","year":2014,"lang":"en","type":"editorial","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Commission of Canada","funders":"","keywords":"Limiting; Psychiatry; Stigma (botany); Psychology; Medicine; Clinical psychology","score_opus":0.03410990793696086,"score_gpt":0.3359193042306036,"score_spread":0.3018093962936428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W189372418","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047544025,0.002129429,0.000008879883,0.002124324,0.93259686,0.00197536,0.00017683579,0.00012647266,0.013317796],"genre_scores_gemma":[0.22206551,0.00014557263,0.000008512192,0.00048193775,0.756021,0.0045367465,0.00040571383,0.00009535978,0.016239649],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968939,0.00018889026,0.000635145,0.000817809,0.00061239494,0.00085186335],"domain_scores_gemma":[0.9968937,0.0012998261,0.00063342776,0.0007700321,0.00008914838,0.00031384677],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012886865,0.00041771555,0.0005453726,0.00009281597,0.0006819224,0.00018774523,0.0004340533,0.00067418144,0.00014692513],"category_scores_gemma":[0.0007274726,0.00028199062,0.00011633072,0.00015877675,0.00016273446,0.00010142214,0.00018422041,0.0007589285,0.000040791256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007732134,0.000054922817,0.0044506676,0.00018723763,0.0001631154,0.00009396517,0.0010546885,9.328693e-8,2.2308223e-8,0.000048712354,0.8555994,0.13826984],"study_design_scores_gemma":[0.0009286409,0.000021169739,0.051041197,0.00007343572,0.00020205587,0.000029425722,0.00056713197,0.000003962885,0.000004720881,0.00010036184,0.9466278,0.00040012316],"about_ca_topic_score_codex":0.00057819986,"about_ca_topic_score_gemma":0.00005089906,"teacher_disagreement_score":0.17657588,"about_ca_system_score_codex":0.00008798327,"about_ca_system_score_gemma":0.00004310934,"threshold_uncertainty_score":0.9999632},"labels":[],"label_agreement":null},{"id":"W189882391","doi":"10.1177/070674371305800803","title":"Educating Family Physicians to Recognize and Manage Depression: Where are We Now?","year":2013,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Health Sciences Centre","funders":"Eli Lilly Canada","keywords":"Psychology; Psychological intervention; Narrative; Depression (economics); Medical education; Face (sociological concept); Medicine; Psychiatry","score_opus":0.06884763554999389,"score_gpt":0.384526107435157,"score_spread":0.3156784718851631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W189882391","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038345423,0.9676041,0.0000022447718,0.014481601,0.008299573,0.00087484176,0.000060701135,0.000006588489,0.008286871],"genre_scores_gemma":[0.00009770426,0.98919374,0.00087359163,0.0015564471,0.002547796,0.00007811162,0.000006713415,0.000082979284,0.0055629206],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978838,0.0003143106,0.0007836338,0.0002985782,0.00016793376,0.00055176957],"domain_scores_gemma":[0.9974147,0.00011003073,0.0011556864,0.00045933013,0.00007217,0.00078810105],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003337356,0.00039376906,0.0010263867,0.0003462799,0.0005769309,0.00016039604,0.0007247621,0.00024111636,0.00077324896],"category_scores_gemma":[0.000006066403,0.0002502545,0.00028910633,0.00032759426,0.00006682223,0.000101006364,0.000032101972,0.00082061987,0.00046046355],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000415582,0.000025110703,0.00070649246,0.0018338467,0.00016856949,0.000030254816,0.00038160643,6.842919e-8,6.4366383e-9,0.00014383913,0.26528355,0.7314225],"study_design_scores_gemma":[0.00022035842,0.00008449634,0.0009461315,0.024784442,0.00054494524,0.0003457161,0.001970019,8.8423825e-8,1.4852e-8,0.0007727311,0.97007155,0.00025952057],"about_ca_topic_score_codex":0.009146207,"about_ca_topic_score_gemma":0.20858087,"teacher_disagreement_score":0.73116297,"about_ca_system_score_codex":0.00020333154,"about_ca_system_score_gemma":0.00087782036,"threshold_uncertainty_score":0.999995},"labels":[],"label_agreement":null},{"id":"W1900796245","doi":"10.1111/appy.12202","title":"Prevalence, correlates of major depression: A mental health survey among undergraduates at a mainland <scp>C</scp>hinese university","year":2015,"lang":"en","type":"article","venue":"Asia-Pacific Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; University of Saskatchewan","funders":"","keywords":"CIDI; Major depressive disorder; Depression (economics); Odds ratio; Mental health; Logistic regression; Prevalence; Medicine; Demography; Cross-sectional study; Population; Psychiatry; Confidence interval; Clinical psychology; Psychology; Prevalence of mental disorders; Internal medicine; Environmental health; Mood","score_opus":0.024694388717976398,"score_gpt":0.30013658697668344,"score_spread":0.275442198258707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1900796245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9485725,0.0072268792,0.000020068794,0.0005390787,0.004313643,0.0009269998,0.0005221546,0.000104403734,0.03777425],"genre_scores_gemma":[0.9596713,0.00018631823,0.00022947734,0.000058280722,0.00010100832,0.000015309897,0.00037574134,0.000039663566,0.039322868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969735,0.0007348588,0.00052602513,0.00068085885,0.0003972944,0.00068743376],"domain_scores_gemma":[0.9978698,0.0002825979,0.00054908096,0.00063365634,0.00007151294,0.0005933854],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078741,0.0003626835,0.0004832161,0.00022243099,0.0004039624,0.00002330875,0.00042531895,0.00022036495,0.00025727352],"category_scores_gemma":[0.00002750022,0.0003232519,0.0001358214,0.0005476797,0.00023326247,0.0002117211,0.00016842174,0.00024927728,0.00030618338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030112968,0.0006792008,0.81259537,0.00012800896,0.00013461789,0.000012431385,0.0026650727,7.8327014e-7,0.0000013886621,0.0004713273,0.18259782,0.0004128511],"study_design_scores_gemma":[0.004010241,0.00045769225,0.97987425,0.00021154837,0.00004865335,0.000051219125,0.01296491,0.000017983559,0.000009655125,0.00053783064,0.0016699857,0.00014602471],"about_ca_topic_score_codex":0.0029599704,"about_ca_topic_score_gemma":0.002116411,"teacher_disagreement_score":0.18092783,"about_ca_system_score_codex":0.00026590168,"about_ca_system_score_gemma":0.00017934563,"threshold_uncertainty_score":0.999922},"labels":[],"label_agreement":null},{"id":"W19055379","doi":"10.1177/070674370905401006","title":"Effects on Knowledge and Attitudes of Using Stages of Change to Train General Practitioners on Management of Depression: A Randomized Controlled Study","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Randomized controlled trial; Intervention (counseling); Likert scale; Depression (economics); Management of depression; Psychology; Continuing medical education; Clinical psychology; Medicine; Psychiatry; Family medicine; Medical education; Primary care; Developmental psychology; Continuing education","score_opus":0.048355207845202156,"score_gpt":0.3894064453989246,"score_spread":0.34105123755372246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W19055379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99117213,0.0030530277,0.0000067006963,0.0015426931,0.000780566,0.0021252122,0.00000901101,0.0000014894346,0.0013091947],"genre_scores_gemma":[0.9988296,0.000025804422,0.0005113583,0.00032487322,0.00017012372,0.00002877884,5.8713687e-7,0.000008078152,0.00010076896],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9984367,0.0005639301,0.00055535085,0.00010826015,0.00016667739,0.00016908732],"domain_scores_gemma":[0.9987764,0.00020444105,0.0006240204,0.00014708158,0.000056985296,0.00019109249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010985687,0.00012876188,0.0007205651,0.00031645308,0.00011084585,0.000009265403,0.00014895783,0.000040190647,0.000057832647],"category_scores_gemma":[0.000011756565,0.00007735711,0.00013540112,0.00013213688,0.0000508581,0.000043786193,0.000005555982,0.00011450985,9.589878e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5359913,0.009937843,0.26770654,0.0015527098,0.008238854,0.00034145892,0.03702254,0.0002695207,0.00036295358,0.049056478,0.0039239367,0.085595876],"study_design_scores_gemma":[0.3274099,0.004276108,0.66117305,0.0019994017,0.0011411885,0.000026160698,0.002319597,0.000015352594,0.00022632888,0.0012094766,0.000023869468,0.00017956083],"about_ca_topic_score_codex":0.0021540425,"about_ca_topic_score_gemma":0.0074883616,"teacher_disagreement_score":0.39346653,"about_ca_system_score_codex":0.000055245822,"about_ca_system_score_gemma":0.000097395685,"threshold_uncertainty_score":0.41786817},"labels":[],"label_agreement":null},{"id":"W1909236829","doi":"10.11648/j.ajpn.20150304.11","title":"Mental Health and the Health System in Bangladesh: Situation Analysis of a Neglected Domain","year":2015,"lang":"en","type":"article","venue":"American Journal of Psychiatry and Neuroscience","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"North South University; York University","keywords":"Mental health; Social determinants of health; Public health; Health policy; Economic growth; Health care; Disadvantaged; HRHIS; Business; Scarcity; Workforce; Global health; Accountability; Health equity; International health; Developing country; Medicine; Political science; Economics; Nursing; Psychiatry","score_opus":0.023357634115774375,"score_gpt":0.34859954982313535,"score_spread":0.325241915707361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1909236829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844436,0.0026222202,0.0002391583,0.011731161,0.00066498533,0.000201642,0.0000087770095,0.0000039578927,0.00008447098],"genre_scores_gemma":[0.99736315,0.00021052305,0.00042733393,0.0019516582,0.000029682953,0.0000031550578,0.0000014146877,0.0000036468061,0.0000094309235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818903,0.0006512181,0.00055410014,0.00016800761,0.00023646187,0.00020119465],"domain_scores_gemma":[0.99855596,0.00007033482,0.0009833648,0.00011210353,0.000027511556,0.00025072906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009573829,0.00008654166,0.00043933932,0.00032173604,0.00014622201,0.000018857698,0.00013903702,0.000012084793,0.0000023769564],"category_scores_gemma":[0.000013816629,0.000055184675,0.000049719987,0.0014450183,0.00042778882,0.00010857538,0.000020115043,0.0001218616,2.3906978e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00682727,0.0011866033,0.8070637,0.00017690464,0.0002425891,0.000018664894,0.06429809,0.00007096772,0.00014705323,0.02680334,0.0013882039,0.091776624],"study_design_scores_gemma":[0.008461661,0.009399545,0.91055834,0.0002688294,0.00012242013,0.00045143653,0.06836743,0.0014193648,0.0000052868754,0.00046454484,0.00030474216,0.00017638103],"about_ca_topic_score_codex":0.00087253953,"about_ca_topic_score_gemma":0.00023960414,"teacher_disagreement_score":0.103494674,"about_ca_system_score_codex":0.000058063324,"about_ca_system_score_gemma":0.00018141668,"threshold_uncertainty_score":0.22503658},"labels":[],"label_agreement":null},{"id":"W1910703983","doi":"10.1186/s13063-015-0778-y","title":"Clinical effectiveness of an ultra-brief intervention for common mental health syndromes in primary care: study protocol for a cluster randomized controlled trial","year":2015,"lang":"en","type":"article","venue":"Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Health Research Council of New Zealand; Wellington Medical Research Foundation; Oakley Mental Health Research Foundation; University of Otago","keywords":"Medicine; Randomized controlled trial; Mental health; Intervention (counseling); Protocol (science); Family medicine; Indigenous; Cluster randomised controlled trial; Brief intervention; Primary care; Alternative medicine; Nursing; Psychiatry","score_opus":0.23677595103380977,"score_gpt":0.5851586163719563,"score_spread":0.34838266533814655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1910703983","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42542285,0.000058151265,0.00011756753,0.000047799465,0.0012534421,0.5728435,0.00006143898,0.0000196638,0.0001756047],"genre_scores_gemma":[0.42525166,5.1222446e-7,0.00011354937,0.000048317946,0.00016464456,0.57417387,0.00017204585,0.000018805855,0.000056628065],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.97117645,0.023916606,0.0038745902,0.0004618963,0.0002417213,0.00032875122],"domain_scores_gemma":[0.986523,0.011162512,0.0017530363,0.000298522,0.00010582763,0.00015713004],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.057755418,0.00025014274,0.0051603345,0.00016175222,0.00008203916,0.000027817247,0.00019329322,0.00015651224,0.000032820786],"category_scores_gemma":[0.0010905811,0.00016806868,0.0009368799,0.00008969235,0.000072765775,0.00013494014,0.00001954886,0.000106199324,0.0000024917342],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9696328,0.010745835,0.0011988645,0.001016954,0.00050088536,0.0000013100951,0.001586519,8.621823e-7,0.0000033424008,0.000087938555,0.00023673265,0.014987927],"study_design_scores_gemma":[0.96867025,0.028090822,0.00097580417,0.00035704853,0.00019945418,0.0000014819881,0.0009708491,0.000015285415,0.00005760998,0.00044011357,0.00009302508,0.00012828178],"about_ca_topic_score_codex":0.0005677941,"about_ca_topic_score_gemma":0.0001723845,"teacher_disagreement_score":0.056664836,"about_ca_system_score_codex":0.0002857767,"about_ca_system_score_gemma":0.00014921343,"threshold_uncertainty_score":0.9702391},"labels":[],"label_agreement":null},{"id":"W1912630455","doi":"10.1002/j.2051-5545.2008.tb00194.x","title":"Fighting the stigma caused by mental disorders: past perspectives, present activities, and future directions","year":2008,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":142,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Stigma (botany); Psychiatry; Mental health; Social stigma; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.013511665443514703,"score_gpt":0.3023447687360424,"score_spread":0.28883310329252765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1912630455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8138318,0.060922734,0.0000062518607,0.04750271,0.0062990068,0.0011455405,0.00015712979,0.00018236905,0.06995247],"genre_scores_gemma":[0.9621763,0.0017052768,0.000099929886,0.00054739206,0.002619748,0.00026859535,0.000067314366,0.000040883177,0.032474544],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986799,0.00014409995,0.0002032339,0.0004125154,0.00017652393,0.00038372434],"domain_scores_gemma":[0.9993766,0.000082603714,0.00010938846,0.00030645204,0.000008622041,0.00011634006],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007466962,0.0002251742,0.00016859417,0.000092656555,0.0015469644,0.000036811172,0.00015369689,0.00006235846,0.0014071354],"category_scores_gemma":[8.347466e-7,0.00016213261,0.00007238392,0.00031043292,0.00017296629,0.00013719178,0.000045565506,0.00029627484,0.0000353552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016143285,0.0014101013,0.22650108,0.00003408581,0.00028333266,0.000005084664,0.024489375,1.8200335e-7,0.000010430169,0.005710397,0.7043731,0.03702139],"study_design_scores_gemma":[0.001310487,0.000097090546,0.20447923,0.000023394434,0.000039335206,0.000027894672,0.023977628,0.0000049167757,0.0000061078395,0.00019969836,0.76960087,0.00023336646],"about_ca_topic_score_codex":0.0006170344,"about_ca_topic_score_gemma":0.0020211225,"teacher_disagreement_score":0.14834453,"about_ca_system_score_codex":0.00007523335,"about_ca_system_score_gemma":0.000022836728,"threshold_uncertainty_score":0.9997529},"labels":[],"label_agreement":null},{"id":"W1918303997","doi":"10.3390/ijerph121013016","title":"Help Received for Perceived Needs Related to Mental Health in a Montreal (Canada) Epidemiological Catchment Area","year":2015,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas College; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Multinomial logistic regression; Medicine; Epidemiology; Outreach; Psychiatry; Health care; Family medicine; Public health; Addiction; Help-seeking; Logistic regression; Psychology; Nursing","score_opus":0.1640951018540816,"score_gpt":0.45438665759080593,"score_spread":0.2902915557367243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1918303997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8270244,0.0014445856,0.00003895914,0.16874133,0.00067427964,0.0009459788,0.00024120361,0.00000453609,0.00088472397],"genre_scores_gemma":[0.9927185,0.0011730073,0.00027869586,0.0042898054,0.00014392906,0.00006985582,0.00015625881,0.000014996274,0.001154939],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.995895,0.00081530487,0.0010454268,0.00029401516,0.0010423528,0.0009078977],"domain_scores_gemma":[0.997213,0.00044266717,0.00034032238,0.00013373992,0.0001002513,0.001769988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005178319,0.00017438545,0.000446076,0.00057909696,0.00019697331,0.000052137984,0.00043548053,0.00008291962,0.0003769858],"category_scores_gemma":[0.0002449956,0.00014073166,0.00006096846,0.00020042706,0.00011840319,0.00018886659,0.00013772816,0.00047556777,0.000016699063],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042251875,0.00473122,0.23167567,0.000033659428,0.00035546607,0.00014705748,0.016432079,0.000023669814,0.00006780565,0.0014082941,0.19558387,0.54531604],"study_design_scores_gemma":[0.00780126,0.0070425123,0.87919056,0.00015141469,0.0000020507664,0.00026523363,0.026817955,0.0001458938,0.0000045222428,0.0024784377,0.075895555,0.00020460863],"about_ca_topic_score_codex":0.078749776,"about_ca_topic_score_gemma":0.04759598,"teacher_disagreement_score":0.6475149,"about_ca_system_score_codex":0.0040377835,"about_ca_system_score_gemma":0.00087145786,"threshold_uncertainty_score":0.99978554},"labels":[],"label_agreement":null},{"id":"W1919083533","doi":"10.61611/2165-4611.1061","title":"Mental Health First Aid USA: The Implementation of a Mental Health First Aid Training Program in a Rural Healthcare Setting","year":2014,"lang":"en","type":"article","venue":"Contemporary Rural Social Work Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Social work; Certification; Health care; First aid; Mental illness; Nursing; Mental healthcare; Psychology; Quarter (Canadian coin); Medicine; Medical education; Psychiatry; Political science; Medical emergency","score_opus":0.062091050212967236,"score_gpt":0.4131176341331195,"score_spread":0.3510265839201523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1919083533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77380604,0.0033939173,0.00001348296,0.21743013,0.001865742,0.002803772,0.000115382776,0.00006161504,0.00050991715],"genre_scores_gemma":[0.99487144,0.00016539622,0.0002546671,0.0029433197,0.0009998356,0.00021074849,0.00033094527,0.000052449974,0.00017121212],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9947626,0.0012611521,0.0018138433,0.00033743388,0.00059669267,0.0012282609],"domain_scores_gemma":[0.99742514,0.0001493471,0.0017460149,0.0001990202,0.000058142537,0.00042235167],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002320677,0.0004138598,0.00082143367,0.00019344478,0.0041140774,0.00013945537,0.00044749444,0.00014448138,0.00054040685],"category_scores_gemma":[0.000010928668,0.00032924724,0.00029319426,0.0007175323,0.00019497817,0.000441066,0.00010318953,0.0008417571,0.000024960498],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000810195,0.000450531,0.40456158,0.00017527219,0.00013942969,0.000009455184,0.11384177,7.592075e-7,0.0000020676541,0.000810089,0.04516142,0.43403745],"study_design_scores_gemma":[0.01894514,0.0044661635,0.6241721,0.0019758926,0.000021997048,0.00019651739,0.28388038,0.000059450187,0.0000101153755,0.0005496167,0.0649758,0.0007468411],"about_ca_topic_score_codex":0.0056190137,"about_ca_topic_score_gemma":0.0058043157,"teacher_disagreement_score":0.4332906,"about_ca_system_score_codex":0.000953632,"about_ca_system_score_gemma":0.00044421444,"threshold_uncertainty_score":0.99991596},"labels":[],"label_agreement":null},{"id":"W1920001316","doi":"10.1111/ijcp.12014","title":"Frequency and outcomes of painful physical symptoms in a naturalistic population with major depressive disorder: an analysis of pooled observational studies focusing on subjects aged 65 years and over","year":2012,"lang":"en","type":"review","venue":"International Journal of Clinical Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Eli Lilly (Canada)","funders":"","keywords":"Medicine; Observational study; Depression (economics); Quality of life (healthcare); Major depressive disorder; Population; Psychiatry; Physical therapy; Internal medicine; Mood","score_opus":0.19611559550442859,"score_gpt":0.5653065166835655,"score_spread":0.3691909211791369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1920001316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71588665,0.28326815,0.0000078130915,0.00013436395,0.00039837084,0.00022366935,0.000047654503,0.0000021414187,0.000031204745],"genre_scores_gemma":[0.85338813,0.14575937,0.0003927529,0.00012299836,0.00022334991,0.000009722482,0.00007545663,0.000015646545,0.000012562289],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99605787,0.0012015118,0.0017424867,0.00024300802,0.0006272397,0.00012790128],"domain_scores_gemma":[0.983387,0.011134994,0.0049147233,0.00013781922,0.0003383399,0.00008711549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014283088,0.00021479864,0.0017653847,0.00047974926,0.000034021486,0.000024423105,0.00020015473,0.00015702995,0.000026227286],"category_scores_gemma":[0.0026237927,0.0001431032,0.00028210843,0.0002515448,0.0001138607,0.0006333105,0.000049847877,0.00061325653,5.5544984e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007907378,0.0014712481,0.64102405,0.00038771154,0.011338478,0.000107340624,0.0005558291,0.000007583713,1.9384518e-7,0.0016581786,0.0000030180706,0.34265563],"study_design_scores_gemma":[0.0018819367,0.00042667091,0.98634297,0.0016626564,0.008703749,0.000036212663,0.00015486109,0.00002259648,8.2994795e-8,0.0002887542,0.0003509298,0.0001285545],"about_ca_topic_score_codex":0.00042839185,"about_ca_topic_score_gemma":0.00020191593,"teacher_disagreement_score":0.34531894,"about_ca_system_score_codex":0.00008679582,"about_ca_system_score_gemma":0.00005736099,"threshold_uncertainty_score":0.5835579},"labels":[],"label_agreement":null},{"id":"W1922170311","doi":"10.1186/s12875-015-0353-3","title":"Barriers and facilitators to primary care for people with mental health and/or substance use issues: a qualitative study","year":2015,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":231,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Zoo; Canadian AIDS Treatment Information Exchange; Women's College Hospital; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Mental health; Nursing; Population; Context (archaeology); Participatory action research; Health care; Qualitative research; Collaborative Care; Psychiatry; Environmental health","score_opus":0.1400995569380069,"score_gpt":0.4699078788053636,"score_spread":0.3298083218673567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1922170311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880169,0.005095386,0.00019208825,0.001040153,0.00028037786,0.0044932533,0.00029454907,0.000049048253,0.00053826347],"genre_scores_gemma":[0.9748799,0.00009640669,0.01641615,0.0048035686,0.000049207574,0.001223407,0.0001056465,0.000046419864,0.0023792686],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99763495,0.0008428089,0.00029609958,0.00055663637,0.00028365396,0.00038587596],"domain_scores_gemma":[0.9975294,0.0011619211,0.00018713206,0.0002635956,0.00015285796,0.00070512824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008387335,0.00022870484,0.00037879287,0.0000783347,0.00034332954,0.0000821371,0.00009378829,0.00004721477,0.000009396045],"category_scores_gemma":[0.00027087663,0.00017291492,0.000017780163,0.00021889951,0.00005487102,0.0007679842,0.000040276773,0.00010698741,0.000018045459],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014265048,0.00030886673,0.066201314,0.0002721816,0.00010091151,0.000010971588,0.91008765,5.329696e-7,0.0000014184749,0.0001741313,0.006732173,0.0018447962],"study_design_scores_gemma":[0.005271467,0.007177536,0.027241433,0.00005835668,0.000045568468,0.0000143783855,0.9364226,0.0000016736385,0.0000012277891,0.000008077435,0.02355487,0.00020283308],"about_ca_topic_score_codex":0.005342445,"about_ca_topic_score_gemma":0.00609136,"teacher_disagreement_score":0.03895988,"about_ca_system_score_codex":0.00028443278,"about_ca_system_score_gemma":0.00025124542,"threshold_uncertainty_score":0.8076214},"labels":[],"label_agreement":null},{"id":"W1923976877","doi":"","title":"Managing depression in primary care: community survey.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Mental health; Depression (economics); Medicine; Family medicine; Shared care; Primary care; Psychiatry; Collaborative Care","score_opus":0.05304638480434239,"score_gpt":0.3200693465473657,"score_spread":0.2670229617430233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1923976877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8150793,0.001199236,0.00000534558,0.000051042498,0.00031395946,0.00053688337,0.000009729268,0.000036677255,0.18276785],"genre_scores_gemma":[0.99689984,0.0000074470477,0.0000132015,0.00019570935,0.000043438682,0.0010008782,0.00030230262,0.000011247195,0.0015259071],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987718,0.00050113606,0.00017359959,0.00013149471,0.00008344882,0.0003385053],"domain_scores_gemma":[0.9995003,0.00013521114,0.000048622485,0.00026143642,0.000010037145,0.000044428773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005077931,0.00008316224,0.0001190421,0.00007915524,0.0001457108,0.000016019041,0.00015816776,0.0000554276,0.00003877951],"category_scores_gemma":[0.0000039496995,0.00007560098,0.000019264045,0.00015012003,0.000021231648,0.00007074008,0.0000646804,0.00019419643,0.00003218527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059598904,0.00016357994,0.7007895,0.000034901623,0.0000028304014,0.000010160724,0.00016730471,0.0000011090185,5.473334e-7,0.00002432694,0.00065885356,0.29808727],"study_design_scores_gemma":[0.0008914823,0.0000056142767,0.99826235,0.000009057013,0.0000032533653,0.0000014165969,0.000121206875,7.0918964e-7,0.000036981764,0.00020540824,0.00039217938,0.0000703437],"about_ca_topic_score_codex":0.028109752,"about_ca_topic_score_gemma":0.0048763384,"teacher_disagreement_score":0.2980169,"about_ca_system_score_codex":0.00019234198,"about_ca_system_score_gemma":0.0000035150606,"threshold_uncertainty_score":0.97836214},"labels":[],"label_agreement":null},{"id":"W1930541572","doi":"10.1177/070674371005500707","title":"Development and Psychometric Properties of the Mental Health Knowledge Schedule","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":409,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mental Health Commission","keywords":"Psychology; Mental health; Stigma (botany); Clinical psychology; Psychological intervention; Psychometrics; Applied psychology; Reliability (semiconductor); Public health; Psychiatry; Medicine; Nursing","score_opus":0.03945793460393287,"score_gpt":0.3198900632628194,"score_spread":0.2804321286588865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1930541572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9573061,0.012510476,8.1033085e-7,0.020100292,0.0075129373,0.0002768927,0.000007131076,0.0000024370793,0.0022829645],"genre_scores_gemma":[0.99725527,0.000014702394,0.0011712493,0.000615927,0.00024415628,0.000005298416,5.875451e-7,0.000012722576,0.00068010966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998899,0.000101825404,0.00046256892,0.00009852379,0.00014302104,0.00029504852],"domain_scores_gemma":[0.99897015,0.000012826383,0.0003868097,0.00022636987,0.000056711524,0.0003471275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068388414,0.0001150101,0.00018290705,0.0002329598,0.0007275036,0.000030232237,0.0004146341,0.000060764876,0.00022085452],"category_scores_gemma":[0.0000109335715,0.00005864467,0.0000624394,0.00035840285,0.00020396065,0.000058172347,0.00001811184,0.00040918062,0.000017812272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021772932,0.0006634313,0.6422669,0.0003234445,0.0004729354,0.000002960523,0.039950583,4.5455937e-7,0.00027039342,0.06838875,0.051408093,0.1960343],"study_design_scores_gemma":[0.0027985754,0.0003901259,0.88241726,0.00050395844,0.00005227574,0.00055914576,0.006173726,0.0000031715663,0.0008946291,0.0017185224,0.104217775,0.00027083623],"about_ca_topic_score_codex":0.0040569305,"about_ca_topic_score_gemma":0.37682042,"teacher_disagreement_score":0.37276348,"about_ca_system_score_codex":0.0000851,"about_ca_system_score_gemma":0.0018958604,"threshold_uncertainty_score":0.634551},"labels":[],"label_agreement":null},{"id":"W1934143231","doi":"","title":"Development of Psychology and Psychiatry in Trinidad and Tobago","year":2012,"lang":"en","type":"article","venue":"Caribbean dialogue","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Social science; Sociology","score_opus":0.04454281339179738,"score_gpt":0.36370522179189846,"score_spread":0.31916240840010107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1934143231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98484737,0.004763874,0.000015586922,0.00032749493,0.0011493604,0.00027838844,0.000012970934,0.000014410242,0.008590568],"genre_scores_gemma":[0.9972841,0.00005750515,0.0019021359,0.000469658,0.000107389045,0.000055407738,0.000030708143,0.0000118950475,0.000081203805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989706,0.0000717908,0.0003381927,0.00021557992,0.00006079664,0.00034302476],"domain_scores_gemma":[0.99951833,0.000048256505,0.000085376276,0.00016487493,0.000008940173,0.00017423401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028995055,0.00012668068,0.00023427453,0.00012808361,0.00005605782,0.000005116784,0.000072757444,0.0001250873,0.00010099559],"category_scores_gemma":[0.000009672085,0.00011545502,0.000017792918,0.00011339761,0.00008161587,0.0000738586,0.000046727666,0.000103676466,0.000028209828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010856933,0.0003962223,0.85087,0.000058869406,0.000031138996,0.0000029157352,0.0055832732,1.5129762e-8,0.000088659915,0.0076673385,0.0011792614,0.13401374],"study_design_scores_gemma":[0.0018301535,0.00007146939,0.99062353,0.000025289195,0.00001288072,0.000015945614,0.00064615917,3.2441778e-7,0.0001098242,0.00041812012,0.0061206464,0.00012567294],"about_ca_topic_score_codex":0.00009478864,"about_ca_topic_score_gemma":0.0003085649,"teacher_disagreement_score":0.13975352,"about_ca_system_score_codex":0.000019462774,"about_ca_system_score_gemma":0.000022692166,"threshold_uncertainty_score":0.4708119},"labels":[],"label_agreement":null},{"id":"W1935409368","doi":"","title":"Diagnoses of anxiety and depression in clinical-scenario patients: survey of Saskatchewan family physicians.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medical diagnosis; Anxiety; Depression (economics); Differential diagnosis; Medicine; Psychiatry; Panic disorder; Generalized anxiety disorder; Family medicine; Psychology; Pathology","score_opus":0.0634692281604504,"score_gpt":0.3535012234200681,"score_spread":0.2900319952596177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1935409368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99601394,0.0012978078,0.0000018664834,0.000010011893,0.00066558516,0.0006930341,0.000052478834,0.0000072257426,0.0012580394],"genre_scores_gemma":[0.9992144,0.00014769202,0.000022123671,0.000118817145,0.000046884812,0.00030532607,0.00004381083,0.00000973249,0.00009117646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986177,0.00031280913,0.0004797951,0.00016968329,0.000107308195,0.00031271888],"domain_scores_gemma":[0.9990925,0.00033956664,0.0002452782,0.00018978985,0.00004228708,0.00009053547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078011316,0.00009198205,0.00028422492,0.000048088696,0.000020572372,0.0000027518015,0.0000865713,0.00009071639,0.00001533981],"category_scores_gemma":[0.00008301054,0.00007578478,0.000035339337,0.00014618224,0.00007108989,0.00012432352,0.00004946497,0.00008619846,0.0000032726457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098248405,0.000998104,0.5910104,0.000021997284,0.000011401839,1.389453e-7,0.0006168048,3.580055e-8,7.3341056e-7,0.000001873422,0.000270379,0.4069699],"study_design_scores_gemma":[0.0014523781,0.000031541393,0.99775887,0.000022529433,0.000011725494,7.81119e-8,0.00039791243,4.4286645e-7,0.00015339535,0.000007964242,0.00009904904,0.000064127715],"about_ca_topic_score_codex":0.0061500277,"about_ca_topic_score_gemma":0.0009299094,"teacher_disagreement_score":0.4069058,"about_ca_system_score_codex":0.000017825987,"about_ca_system_score_gemma":0.0000049079204,"threshold_uncertainty_score":0.9297043},"labels":[],"label_agreement":null},{"id":"W1944542701","doi":"10.1002/9781394202386.ch16","title":"Stigma and Discrimination","year":2024,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Stigma (botany); Taboo; Psychology; Psychiatry; Mental illness; Mental health; Openness to experience; Social psychology; Sociology","score_opus":0.05291214871513594,"score_gpt":0.4253927347634057,"score_spread":0.3724805860482698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1944542701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7089598,0.002617612,0.0002114571,0.0014302433,0.0006593395,0.000103746825,0.0000021974154,0.000087201675,0.2859284],"genre_scores_gemma":[0.95987207,0.000017790699,0.000055479588,0.00011984128,0.00004319769,0.000015796317,0.000006403509,0.0000031069485,0.039866325],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997861,0.0000078748335,0.000039290393,0.00008490645,0.000024559793,0.00005727523],"domain_scores_gemma":[0.99991673,0.00002227264,0.0000028003092,0.000034468245,0.0000017846577,0.00002191862],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000029565419,0.000026781521,0.000023238897,0.000024879828,0.000032788546,0.000023277655,0.0000131498755,0.000014795673,0.002513357],"category_scores_gemma":[5.3138467e-7,0.000018237368,0.00000572907,0.00003212661,0.000009127184,0.00004997911,0.0000065598097,0.000019322904,0.0003958674],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058353667,0.000027408973,0.0018297256,0.000057871828,0.000010332955,0.000019384779,0.0009919683,6.2362786e-9,0.000021008542,0.28076917,0.011597121,0.7046702],"study_design_scores_gemma":[0.0013279347,0.00046385662,0.8190942,0.00022804292,0.00009931318,0.000088353765,0.004619464,0.00084836676,0.001140919,0.03165546,0.14004327,0.00039083336],"about_ca_topic_score_codex":0.00011851959,"about_ca_topic_score_gemma":0.0000254529,"teacher_disagreement_score":0.81726444,"about_ca_system_score_codex":0.0000071802697,"about_ca_system_score_gemma":0.0000012038421,"threshold_uncertainty_score":0.9983985},"labels":[],"label_agreement":null},{"id":"W1959642796","doi":"10.1111/appy.12174","title":"Comparison of stigmatizing experiences between <scp>C</scp>anadian and <scp>K</scp>orean patients with depression and bipolar disorders","year":2015,"lang":"en","type":"article","venue":"Asia-Pacific Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Queen's University; Kyung Hee University","keywords":"Depression (economics); Bipolar disorder; Psychology; Psychiatry; Medicine; Cognition","score_opus":0.024540490045641856,"score_gpt":0.3214677473517466,"score_spread":0.29692725730610475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1959642796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741715,0.009525566,0.000044655135,0.00008652771,0.0009813216,0.0006743938,0.000056822464,0.000058948095,0.014400238],"genre_scores_gemma":[0.9984355,0.00005306306,0.00090286136,0.000033820725,0.00010694366,0.000078913574,0.00011601568,0.000041539017,0.00023134066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977852,0.00016051986,0.00051567104,0.00060523197,0.00036916204,0.0005642294],"domain_scores_gemma":[0.9982993,0.00029873417,0.000414043,0.00038791058,0.00004935653,0.0005506821],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021347124,0.0003465901,0.0005067331,0.00024577454,0.0003404317,0.000066205524,0.00023404989,0.00020260066,0.000014291222],"category_scores_gemma":[0.000046575475,0.00027646087,0.00004258356,0.0003206913,0.00028987371,0.0002995537,0.00006991534,0.00023181316,0.000018412464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019115418,0.00033402938,0.9450403,0.00008073685,0.00007479387,8.243747e-7,0.029168362,4.0326717e-7,0.0000015264574,0.0001385081,0.008134406,0.017006991],"study_design_scores_gemma":[0.0023659924,0.00071563857,0.84045976,0.00015862871,0.000075202144,0.000003309528,0.14899711,0.000013896068,0.000047372683,0.00040004172,0.006674064,0.000088953624],"about_ca_topic_score_codex":0.00092047796,"about_ca_topic_score_gemma":0.00077232404,"teacher_disagreement_score":0.11982875,"about_ca_system_score_codex":0.000033212516,"about_ca_system_score_gemma":0.000051680356,"threshold_uncertainty_score":0.99996877},"labels":[],"label_agreement":null},{"id":"W1963828036","doi":"10.1080/01421590601050585","title":"Improving general practitioners’ interviewing skills in managing patients with depression and anxiety: a randomized controlled clinical trial","year":2007,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Motivational interviewing; Medicine; Anxiety; Intervention (counseling); Active listening; Randomization; Statistical significance; Physical therapy; Depression (economics); Interview; Family medicine; Clinical psychology; Psychiatry; Psychology; Internal medicine","score_opus":0.027852163206572748,"score_gpt":0.4054208483379948,"score_spread":0.37756868513142205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963828036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891372,0.0005257074,0.0013354385,0.0002683235,0.00089279003,0.0024412302,4.0878606e-7,0.000034700573,0.005364258],"genre_scores_gemma":[0.99715024,0.00004606761,0.00030335752,0.00077144516,0.00043342388,0.00025830607,0.000018905708,0.000019509609,0.0009987481],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99677265,0.0010350092,0.0010108713,0.0003981202,0.00041209557,0.0003712357],"domain_scores_gemma":[0.998595,0.0006484357,0.00032212664,0.00015513039,0.000022080156,0.00025720155],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0075545292,0.00017133234,0.00091325777,0.00011361419,0.00008334751,0.000025894135,0.00010490825,0.00022269173,0.0013464147],"category_scores_gemma":[0.0007649167,0.00010106922,0.00012898991,0.00009324157,0.0001329196,0.00012601439,0.000066822264,0.00050413416,0.0000132648765],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.4472815,0.0012870114,0.2455652,0.000014787337,0.00010296395,0.00004419201,0.0005714774,4.1523197e-8,2.1130461e-7,0.00004046565,0.0000937889,0.30499834],"study_design_scores_gemma":[0.9671856,0.00024740698,0.0310511,0.00017131609,0.000094054274,0.0000039912634,0.00016594629,0.0006434234,7.517193e-7,0.00005248211,0.00025594985,0.00012798143],"about_ca_topic_score_codex":0.00033810348,"about_ca_topic_score_gemma":0.00008427567,"teacher_disagreement_score":0.5199041,"about_ca_system_score_codex":0.0000535228,"about_ca_system_score_gemma":0.000020755453,"threshold_uncertainty_score":0.9995665},"labels":[],"label_agreement":null},{"id":"W1963951566","doi":"10.1177/0020764004043139","title":"Social Welfare Policy: Social Rehabilitation of Psychiatric Patients in Urban china","year":2004,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Nature; World Health Organization","keywords":"Rehabilitation; Beijing; Context (archaeology); China; Psychiatric rehabilitation; Psychiatry; Mental illness; Social Welfare; Psychology; Medicine; Mental health; Political science","score_opus":0.010472745578435591,"score_gpt":0.3729774142746311,"score_spread":0.3625046686961955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963951566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9283607,0.00010210837,0.000017357112,0.060688168,0.0052540787,0.00022276142,0.00006532553,0.00001142802,0.005278083],"genre_scores_gemma":[0.9948708,0.000005645184,0.00047784267,0.0003461783,0.0041704425,0.00001032413,0.000035661265,0.00002598177,0.00005715334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750364,0.00014668221,0.0011210013,0.00019553262,0.00075009227,0.00028304834],"domain_scores_gemma":[0.998333,0.00002938548,0.0011721008,0.00006175967,0.00033924737,0.0000645513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003154002,0.00018864602,0.00036188797,0.0007353161,0.00025612497,0.000027767672,0.0004862769,0.00021565332,0.00023407982],"category_scores_gemma":[0.000034759876,0.00018638141,0.0003576626,0.00047960918,0.000119360724,0.00028102548,0.000040875155,0.00036813552,0.000015383246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019246269,0.00496073,0.6253631,0.00006458802,0.00034415207,0.00001009919,0.02732083,0.0000070589354,0.000007293186,0.31328923,0.009610157,0.01709812],"study_design_scores_gemma":[0.0073741884,0.00043091323,0.96201956,0.0000315737,0.00003171064,0.000005737099,0.0019132372,2.94591e-7,0.000002820774,0.026878642,0.0011734681,0.00013785041],"about_ca_topic_score_codex":0.0006424947,"about_ca_topic_score_gemma":0.00016028089,"teacher_disagreement_score":0.33665645,"about_ca_system_score_codex":0.0005692404,"about_ca_system_score_gemma":0.00021125392,"threshold_uncertainty_score":0.76004136},"labels":[],"label_agreement":null},{"id":"W1964094882","doi":"10.1176/appi.ap.11070135","title":"Psychotherapy Training for IMGs: Attending to the “How to” and “What to” Teach","year":2012,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph's Hospital; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Workforce; Residency training; Medical education; Training (meteorology); Psychology; MEDLINE; Medicine; Continuing education; Political science","score_opus":0.07577500530933841,"score_gpt":0.4227957823430263,"score_spread":0.3470207770336879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964094882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75763124,0.008376408,0.0015611962,0.2188729,0.010152619,0.0023296147,0.000027758777,0.00007618818,0.00097205525],"genre_scores_gemma":[0.90842783,0.00032891677,0.0065190983,0.07513123,0.004449146,0.001328317,0.00001534016,0.000077764715,0.0037223466],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980521,0.000086095955,0.00029784002,0.00046619106,0.00016557403,0.0009321811],"domain_scores_gemma":[0.998845,0.00017598955,0.00009049416,0.0003601299,0.00001351524,0.0005148813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008124475,0.0002518799,0.00024609614,0.00015872033,0.00040362857,0.000081310835,0.0004216961,0.00022142145,0.00020310651],"category_scores_gemma":[0.00001387966,0.00018347804,0.000060700128,0.00029854377,0.000023307288,0.00042199102,0.000033600514,0.00038357786,0.0002500909],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054639386,0.00014545766,0.05209794,0.000050698054,0.00012679397,3.1715894e-7,0.04591661,7.168084e-7,0.0006513684,0.031039666,0.3619454,0.50747865],"study_design_scores_gemma":[0.0024862152,0.00072431145,0.098133855,0.00038513428,0.00007757971,0.000058770816,0.0373443,0.0000035696285,0.00018836421,0.0045523737,0.8553519,0.0006936297],"about_ca_topic_score_codex":0.000019321316,"about_ca_topic_score_gemma":0.00002816165,"teacher_disagreement_score":0.50678504,"about_ca_system_score_codex":0.00004645891,"about_ca_system_score_gemma":0.000024559675,"threshold_uncertainty_score":0.7482017},"labels":[],"label_agreement":null},{"id":"W1965033370","doi":"10.1080/07448480109596009","title":"The Prevalence of Elevated Psychological Distress Among Canadian Undergraduates: Findings from the 1998 Canadian Campus Survey","year":2001,"lang":"en","type":"article","venue":"Journal of American College Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":411,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychological distress; Mental health; Recreation; Clinical psychology; Distress; Psychology; Population; Demography; Psychiatry; Medicine; Environmental health","score_opus":0.0364920478015933,"score_gpt":0.3589653357804187,"score_spread":0.3224732879788254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965033370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786791,0.0014619309,0.000007326136,0.016242513,0.001009777,0.0005321377,0.0013179372,0.000006210202,0.00074304524],"genre_scores_gemma":[0.994677,0.0013664489,0.00003024458,0.0024258036,0.00013495992,0.000014366999,0.000032049167,0.000021415748,0.0012976981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99630785,0.001159665,0.0009760262,0.00026752727,0.00037506627,0.00091388583],"domain_scores_gemma":[0.9956073,0.0015869105,0.0011136752,0.00044559754,0.00011596345,0.0011305216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001560019,0.0002221675,0.0004934687,0.00016661281,0.0009978188,0.00004346358,0.0008507174,0.00008142767,0.00022953744],"category_scores_gemma":[0.00017344486,0.0001257996,0.00011772319,0.0009540766,0.0006130166,0.00008870031,0.000020116639,0.00054133596,0.000021840495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003521508,0.00014668624,0.95533925,0.000015072703,0.00010316838,0.00018436128,0.0008244635,0.000002677233,0.000001181797,0.00024360076,0.03430313,0.008484251],"study_design_scores_gemma":[0.0006924249,0.0008768024,0.9860649,0.00008659066,0.000024914252,0.000093677685,0.0019887926,0.0000132483965,0.0000018117446,0.00011529613,0.009927778,0.000113746995],"about_ca_topic_score_codex":0.97551626,"about_ca_topic_score_gemma":0.9900061,"teacher_disagreement_score":0.03072566,"about_ca_system_score_codex":0.0011424877,"about_ca_system_score_gemma":0.0012140973,"threshold_uncertainty_score":0.7674516},"labels":[],"label_agreement":null},{"id":"W1966397768","doi":"10.1176/appi.ap.10100149","title":"Capacity-Building for African American Mental Health Training and Research: Lessons From the Howard–Dartmouth Collaborative Summer School","year":2012,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Medical education; Training (meteorology); Psychology; Affect (linguistics); Medicine; Psychiatry","score_opus":0.2358298742879714,"score_gpt":0.49375375472106897,"score_spread":0.25792388043309755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966397768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87475246,0.013238251,0.0000846363,0.10498972,0.0024220257,0.0017301306,0.0010416119,0.000066135406,0.001675019],"genre_scores_gemma":[0.9875153,0.0004115208,0.00347295,0.0059021595,0.0018614128,0.00047204518,0.000085791115,0.00005028238,0.00022856885],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9965023,0.0008001204,0.00045139223,0.0005244275,0.0003629341,0.0013588467],"domain_scores_gemma":[0.99788314,0.0007821068,0.00032833556,0.0003337462,0.00004713415,0.00062556186],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021690521,0.00026520295,0.00040251564,0.00012703487,0.0014395694,0.000046404668,0.00040393037,0.00016372738,0.00011754758],"category_scores_gemma":[0.00008449988,0.00019856956,0.00006852172,0.0006451402,0.00051529723,0.00027243426,0.00009849633,0.0011920269,0.000049528953],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056128384,0.0003113277,0.48963332,0.00004993643,0.0003650365,4.0202326e-7,0.13335621,1.6791415e-7,0.00014633973,0.04832767,0.23425934,0.092988975],"study_design_scores_gemma":[0.004445891,0.0008908523,0.36837462,0.00035679035,0.00009527831,0.000019211984,0.4032436,0.000017851295,0.00007910558,0.009054356,0.21273397,0.00068847375],"about_ca_topic_score_codex":0.0023158316,"about_ca_topic_score_gemma":0.00027607798,"teacher_disagreement_score":0.2698874,"about_ca_system_score_codex":0.00021972119,"about_ca_system_score_gemma":0.00021810034,"threshold_uncertainty_score":0.9998604},"labels":[],"label_agreement":null},{"id":"W1966423860","doi":"10.1177/0020872809359866","title":"Perceived stigma and coping strategies among Asians with schizophrenia: The Singapore case","year":2010,"lang":"en","type":"article","venue":"International Social Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Healthcare Group; University of Kalyani","keywords":"Coping (psychology); Psychology; Psychiatry; Stigma (botany); Secrecy; Clinical psychology; Medicine; Political science","score_opus":0.02060550772197964,"score_gpt":0.3434040249195405,"score_spread":0.3227985171975608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966423860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97764623,0.000038355767,0.000032762542,0.004504026,0.00088706386,0.00018682206,0.000011243275,0.000033644286,0.016659873],"genre_scores_gemma":[0.9980324,0.0000016487476,0.00012245998,0.00014728932,0.0006309153,0.000045325585,0.000016075397,0.00001158241,0.0009923335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999409,0.00003533606,0.000115397925,0.00016029627,0.00013213554,0.00014782842],"domain_scores_gemma":[0.99969715,0.00007941593,0.00007495259,0.00006902799,0.000038895927,0.000040529696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000076992255,0.00009679363,0.00008227807,0.000027230082,0.001064702,0.00014682008,0.00012369451,0.00007322945,0.0008565633],"category_scores_gemma":[0.0000049868804,0.00006412909,0.000025065337,0.0000924712,0.00022689214,0.00012486818,0.000027101469,0.00026273023,0.000025118636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018182651,0.00055737625,0.41027227,0.000036748737,0.0009170545,0.0037705994,0.051923443,0.000007797223,0.00018024714,0.29056486,0.007601899,0.23234944],"study_design_scores_gemma":[0.0011395268,0.000044849585,0.98636556,0.00003090839,0.000024399795,0.00027593187,0.007801434,0.000007742406,0.000007731831,0.0019640387,0.0022000247,0.00013787206],"about_ca_topic_score_codex":0.00063125056,"about_ca_topic_score_gemma":0.0016350579,"teacher_disagreement_score":0.57609326,"about_ca_system_score_codex":0.00002414622,"about_ca_system_score_gemma":0.000016786225,"threshold_uncertainty_score":0.9378767},"labels":[],"label_agreement":null},{"id":"W1966815963","doi":"10.1002/gps.1200","title":"The feasibility and effectiveness of brief interventions to prevent depression in older subjects: a systematic review","year":2004,"lang":"en","type":"review","venue":"International Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; St Mary's Hospital Centre","funders":"National Institutes of Health; Javna Agencija za Raziskovalno Dejavnost RS","keywords":"PsycINFO; Depression (economics); Medicine; Psychological intervention; MEDLINE; Randomized controlled trial; Relative risk; Clinical trial; Physical therapy; Psychiatry; Confidence interval; Surgery; Internal medicine","score_opus":0.041512075741174964,"score_gpt":0.447625997964484,"score_spread":0.406113922223309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966815963","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012889334,0.98960793,0.00007607479,0.00012762418,0.004899191,0.0038564457,0.000038929003,0.0000049931627,0.000099850244],"genre_scores_gemma":[0.0056920266,0.9935993,0.00009823849,0.00004300392,0.00017985061,0.00029521182,0.000012505391,0.000025388297,0.00005449398],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99488765,0.0014876121,0.0026301665,0.00030087194,0.0004881581,0.00020551971],"domain_scores_gemma":[0.9958851,0.0008008228,0.0026046003,0.00035686992,0.00023261287,0.00012004358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00300521,0.00030172608,0.0017771662,0.0004598388,0.00006390061,0.000044014832,0.0008451708,0.00014952704,0.000056248096],"category_scores_gemma":[0.00019789035,0.00017924765,0.0008583447,0.00042239184,0.000037619957,0.00010809723,0.00013351024,0.00039258783,0.000010779712],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018432354,0.0013898828,0.0010453684,0.95854014,0.00067240396,0.000027692216,0.000079086596,4.6202388e-7,4.82475e-8,0.00044929204,0.0001719957,0.037439276],"study_design_scores_gemma":[0.0011813861,0.00025483797,0.004738659,0.9902976,0.0014285715,0.00052074814,0.000049963422,5.6966506e-8,2.5332005e-7,0.00056864717,0.0008037966,0.0001554404],"about_ca_topic_score_codex":0.00006781916,"about_ca_topic_score_gemma":0.000038707996,"teacher_disagreement_score":0.037283834,"about_ca_system_score_codex":0.0005458513,"about_ca_system_score_gemma":0.0002827284,"threshold_uncertainty_score":0.7309507},"labels":[],"label_agreement":null},{"id":"W1967035767","doi":"10.1371/journal.pmed.1001443","title":"Grand Challenges: Integrating Mental Health Care into the Non-Communicable Disease Agenda","year":2013,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":207,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Fogarty International Center; National Institute of Mental Health","keywords":"Non-communicable disease; Mental health; Communicable disease; Medicine; Mental health care; Health care; Perspective (graphical); Global health; Global mental health; Primary care; Public health; Nursing; Gerontology; Family medicine; Political science; Psychiatry; Computer science","score_opus":0.06791650113924276,"score_gpt":0.3874932921179495,"score_spread":0.3195767909787067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967035767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53606766,0.16306014,0.000013103472,0.21291824,0.001401239,0.0037540651,0.000016983025,0.0001502402,0.08261832],"genre_scores_gemma":[0.98993623,0.0023227092,0.00009592755,0.005214635,0.00034463365,0.0005026461,0.00016232699,0.000027890523,0.0013930211],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984404,0.00023353397,0.00037137573,0.00027891668,0.00026594498,0.00040982745],"domain_scores_gemma":[0.9986977,0.00016394455,0.00014480442,0.00065033766,0.000044814347,0.00029838117],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022826438,0.00020563517,0.00034269184,0.00006276262,0.00070013636,0.000016106344,0.00039837195,0.000043235388,0.0027399824],"category_scores_gemma":[0.000027686074,0.00011123463,0.000045178716,0.0001180776,0.00017720787,0.0001048757,0.00009505599,0.00027237623,0.0004167641],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018230564,0.0006590015,0.0026928384,0.00072628364,0.00021639383,0.000021803053,0.4487387,1.6106408e-7,0.000077107004,0.0016782578,0.10317698,0.4418302],"study_design_scores_gemma":[0.017633809,0.004332378,0.07555071,0.004894352,0.00031854978,0.000023133993,0.792506,0.0004938167,0.00019975174,0.0026917153,0.1003146,0.0010412228],"about_ca_topic_score_codex":0.0069276267,"about_ca_topic_score_gemma":0.0008129012,"teacher_disagreement_score":0.45386854,"about_ca_system_score_codex":0.00014712714,"about_ca_system_score_gemma":0.000028036002,"threshold_uncertainty_score":0.99968535},"labels":[],"label_agreement":null},{"id":"W1967083066","doi":"10.1108/17570980200900004","title":"Discrimination, ethnicity and psychosis — a qualitative study","year":2009,"lang":"en","type":"article","venue":"Ethnicity and Inequalities in Health and Social Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Declaration; Ethnic group; Psychosis; Population; Distress; Psychiatry; White (mutation); Mental illness; Psychology; Medicine; Clinical psychology; White British; Race (biology); Schizophrenia (object-oriented programming); Mental health; Sociology; Political science","score_opus":0.1470372346223403,"score_gpt":0.4949136023276251,"score_spread":0.3478763677052848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967083066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98175955,0.010244073,0.000010911923,0.005241043,0.00020043181,0.0008519287,0.00007756881,0.000034107547,0.0015803775],"genre_scores_gemma":[0.9944526,0.00066247454,0.00003136813,0.0043318574,0.00012059234,0.000092360366,0.00005296678,0.000009074635,0.00024671637],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970792,0.0013840037,0.00054523844,0.00039915857,0.00018765577,0.00040476915],"domain_scores_gemma":[0.9992059,0.00027786102,0.00016373755,0.00010577146,0.000060567396,0.00018618267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009412874,0.00019791971,0.00043252466,0.00011160885,0.00069699157,0.000039807317,0.00006759891,0.00014282571,0.0000458033],"category_scores_gemma":[0.000042148647,0.00018178043,0.000028659322,0.00015524347,0.00016922761,0.00016390544,0.00003801319,0.00030266776,0.0000013921562],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020347683,0.00026209152,0.012305204,0.00043023902,0.000011614436,0.000003278359,0.90482146,2.1516922e-8,2.4563298e-7,0.022656871,0.00026569382,0.05903983],"study_design_scores_gemma":[0.0014900155,0.0014177861,0.2217734,0.0000562411,0.000008598481,0.0000011424448,0.77076954,0.0000015442882,8.220045e-7,0.0040507414,0.00027694376,0.00015324411],"about_ca_topic_score_codex":0.011962262,"about_ca_topic_score_gemma":0.0036679902,"teacher_disagreement_score":0.20946819,"about_ca_system_score_codex":0.000103284525,"about_ca_system_score_gemma":0.000034097775,"threshold_uncertainty_score":0.99461716},"labels":[],"label_agreement":null},{"id":"W1968199606","doi":"10.1007/s00127-013-0815-7","title":"Another time point, a different story: one year effects of a social media intervention on the attitudes of young people towards mental health issues","year":2014,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":97,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Mental Health & Substance Use Services; Provincial Health Services Authority; Saint Mary's University","funders":"","keywords":"Mental health; Psychology; Intervention (counseling); Social media; Stigma (botany); Social stigma; Social psychology; Clinical psychology; Psychiatry; Medicine; Family medicine","score_opus":0.03475698616051132,"score_gpt":0.37693243241478225,"score_spread":0.34217544625427093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968199606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9410585,0.004048458,0.000112987,0.04647342,0.0044380394,0.0009143895,0.00007980947,0.00004603955,0.0028283573],"genre_scores_gemma":[0.9964235,0.00019314278,0.0002584575,0.0012406516,0.0013379873,0.0000811576,0.00006816066,0.000033346565,0.00036359718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99485624,0.0031694218,0.00083197356,0.00045250714,0.00019285806,0.0004970001],"domain_scores_gemma":[0.99763566,0.0010708057,0.0009365021,0.00023802544,0.00003057554,0.00008841151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019870843,0.00030179843,0.0010424164,0.00015845805,0.00055022375,0.000005954424,0.00025865703,0.00028058316,0.00064694765],"category_scores_gemma":[0.00012329483,0.00021911203,0.00034197522,0.00023022685,0.00026739747,0.000044894186,0.000057683385,0.00035997885,0.00004610545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017329021,0.0047761668,0.550081,0.0016467384,0.00077851187,1.622366e-7,0.020698607,1.3285103e-7,0.000023995844,0.2863304,0.10988596,0.024045426],"study_design_scores_gemma":[0.0026041328,0.0016240485,0.98102015,0.000109912144,0.0000944086,0.000001686964,0.0010817121,0.0000053158788,0.0000071730856,0.012754206,0.00050602405,0.0001912396],"about_ca_topic_score_codex":0.0005833462,"about_ca_topic_score_gemma":0.0006499382,"teacher_disagreement_score":0.43093914,"about_ca_system_score_codex":0.0000559244,"about_ca_system_score_gemma":0.000030555297,"threshold_uncertainty_score":0.8935129},"labels":[],"label_agreement":null},{"id":"W1968270505","doi":"10.1177/107319110000700104","title":"Can the MMPI-2 Validity Scales Detect Depression Feigned by Experts?","year":2000,"lang":"en","type":"article","venue":"Assessment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Centre for Addiction and Mental Health","funders":"","keywords":"Minnesota Multiphasic Personality Inventory; Psychology; Depression (economics); Psychiatry; Clinical psychology; Scale (ratio); Personality; Social psychology","score_opus":0.04428635061307873,"score_gpt":0.41044617642219267,"score_spread":0.36615982580911394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968270505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9194635,0.0007604312,0.000048620528,0.0018799702,0.00045142046,0.0005825621,0.000030060432,0.00008013636,0.07670331],"genre_scores_gemma":[0.9907569,0.00009992865,0.00013622011,0.0011189439,0.000122003854,0.00039730148,0.000058405232,0.000017258804,0.0072930222],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984946,0.00028879716,0.00023562057,0.0003427904,0.0002531747,0.00038500383],"domain_scores_gemma":[0.99919486,0.00014360937,0.000070493494,0.000462022,0.000012564564,0.00011643584],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021406336,0.00017854593,0.00016402247,0.000021982349,0.00047720436,0.000053881442,0.00027461958,0.00008392028,0.008817213],"category_scores_gemma":[0.0000018246484,0.00010961466,0.000066992936,0.00009778587,0.00005526452,0.00007069246,0.00003527697,0.00012106734,0.00018672696],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013497182,0.0007067585,0.06057261,0.000017688373,0.00007974628,0.00003395402,0.000870586,0.000001954325,0.0007965473,0.00037295022,0.12839334,0.80801886],"study_design_scores_gemma":[0.005171634,0.00094180973,0.7478568,0.00011204256,0.00013680717,0.000053773165,0.0022806404,0.00013208907,0.012188527,0.002396136,0.22783707,0.0008927084],"about_ca_topic_score_codex":0.0012513689,"about_ca_topic_score_gemma":0.00021851234,"teacher_disagreement_score":0.80712616,"about_ca_system_score_codex":0.00012720769,"about_ca_system_score_gemma":0.000017336613,"threshold_uncertainty_score":0.99208885},"labels":[],"label_agreement":null},{"id":"W1968425088","doi":"10.1186/s12888-015-0423-z","title":"Major depressive disorder seven years after the conflict in northern Uganda: burden, risk factors and impact on outcomes (The Wayo-Nero Study)","year":2015,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada; Medical Research Council; Bill and Melinda Gates Foundation","keywords":"Major depressive disorder; Psychosocial; Psychiatry; Stressor; Mental health; Anxiety; Generalized anxiety disorder; Psychology; Clinical psychology; Depression (economics); Medicine; Mood","score_opus":0.030887570673266362,"score_gpt":0.35725250728430075,"score_spread":0.3263649366110344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968425088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99460113,0.0015394479,0.000003330193,0.0005939261,0.0012753373,0.0013448183,0.0000571919,0.000029554509,0.0005552652],"genre_scores_gemma":[0.9986041,0.000010675637,0.000011679274,0.00024840466,0.00016743761,0.00024659553,0.000009280738,0.000034939403,0.0006668826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830264,0.00039603404,0.0003037587,0.00037505294,0.00024669582,0.0003758443],"domain_scores_gemma":[0.9989101,0.00019579189,0.00017115581,0.00056778284,0.000020161848,0.00013498659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030084926,0.00028796925,0.00029161293,0.000080309204,0.00017689582,0.00005608253,0.00028814722,0.00009838007,0.00016270035],"category_scores_gemma":[0.000020870159,0.0001317097,0.00010830407,0.00016089706,0.0000797217,0.00007244872,0.00007260838,0.00031352034,0.00016686767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071481476,0.00048950815,0.9861707,0.0000064102337,0.00014722004,0.000003592153,0.010314839,0.000022389166,3.6530416e-8,0.00001788276,0.0007058983,0.0014066901],"study_design_scores_gemma":[0.004048702,0.00038135322,0.98448956,0.0000145937165,0.00008146197,0.0000032243352,0.0101454565,0.0000073412693,2.3728154e-7,0.00024422043,0.00042552003,0.00015834908],"about_ca_topic_score_codex":0.013223888,"about_ca_topic_score_gemma":0.036834523,"teacher_disagreement_score":0.023610633,"about_ca_system_score_codex":0.000058994687,"about_ca_system_score_gemma":0.000049376733,"threshold_uncertainty_score":0.99334717},"labels":[],"label_agreement":null},{"id":"W1968542505","doi":"10.1016/j.genhosppsych.2014.01.013","title":"Primary care practice characteristics associated with the quality of care received by patients with depression and comorbid chronic conditions","year":2014,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Depression (economics); Medicine; Comorbidity; Mental health; Odds ratio; Logistic regression; Collaborative Care; Confidence interval; Primary care; Health care; Multilevel model; Family medicine; Psychiatry; Internal medicine","score_opus":0.006747131587149513,"score_gpt":0.30204739307493933,"score_spread":0.2953002614877898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968542505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99158937,0.002012841,0.000016122272,0.00062668626,0.0006858365,0.0007648008,0.0007926507,0.000033664553,0.0034780113],"genre_scores_gemma":[0.9950057,0.00001782757,0.00018673971,0.0006694385,0.00012757994,0.00008782257,0.003734691,0.000028529654,0.00014165645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985332,0.00030345336,0.0002864756,0.00033858838,0.0002712866,0.00026701772],"domain_scores_gemma":[0.99871224,0.0001221993,0.00052659,0.00033292288,0.00021563265,0.00009043695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010923522,0.00020689711,0.00027788084,0.000025578058,0.0003356792,0.000025575127,0.00014626332,0.00011194806,0.000041875275],"category_scores_gemma":[0.000013923446,0.00012790589,0.000033537857,0.00011057252,0.00014848038,0.00014843162,0.0000383065,0.00019584979,0.0000057267184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005657825,0.0007116243,0.9872829,0.00022828775,0.00014290374,6.9879115e-7,0.0021777726,0.0000010890286,0.00001946203,0.00026113703,0.0037592177,0.0048491703],"study_design_scores_gemma":[0.0034278757,0.0021747835,0.9915978,0.00014176157,0.00012315175,7.773991e-7,0.001760013,0.0000013970028,0.00001574042,0.000017889084,0.0005388235,0.00019998787],"about_ca_topic_score_codex":0.0003613183,"about_ca_topic_score_gemma":0.00027542532,"teacher_disagreement_score":0.004649183,"about_ca_system_score_codex":0.00012363434,"about_ca_system_score_gemma":0.00005156313,"threshold_uncertainty_score":0.52158505},"labels":[],"label_agreement":null},{"id":"W1968980924","doi":"10.12927/hcq.2015.24116","title":"Improving First-Line Mental Health Services in Canada: Addressing Two Challenges Caused by the Deinstitutionalization Movement","year":2014,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Best practice; Nursing; Political science; Psychology; Medicine; Psychiatry","score_opus":0.04041611302489355,"score_gpt":0.3455361498003254,"score_spread":0.3051200367754318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968980924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85174876,0.026905121,0.00050048064,0.11386372,0.0027889728,0.002774573,0.00026190837,0.00011315163,0.0010433332],"genre_scores_gemma":[0.99072695,0.00017367695,0.000023186822,0.008214472,0.00019830931,0.00021718649,0.00034497358,0.000023296334,0.00007797654],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975328,0.00040705755,0.000606616,0.00044367928,0.00036177735,0.0006481052],"domain_scores_gemma":[0.9990428,0.00008967227,0.00031891215,0.0002967618,0.000042048443,0.00020977532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048087668,0.00022848723,0.00028062987,0.00007126535,0.0006974808,0.000035677283,0.00020688307,0.000059089245,0.00008863021],"category_scores_gemma":[0.0000015678228,0.00018100445,0.000028892091,0.00015189382,0.000030595154,0.0001501204,0.0000174809,0.00019013452,0.000018346378],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010511308,0.0002776066,0.022598002,0.001269382,0.000029424426,0.000009447167,0.01636606,0.00001830252,0.0000103907005,0.009956164,0.0013685358,0.94799155],"study_design_scores_gemma":[0.022141587,0.006431491,0.80897146,0.0039043743,0.00005250719,0.000054346987,0.08312285,0.019147042,0.00015134754,0.0024117916,0.05165242,0.001958759],"about_ca_topic_score_codex":0.9654617,"about_ca_topic_score_gemma":0.99461824,"teacher_disagreement_score":0.9460328,"about_ca_system_score_codex":0.001337488,"about_ca_system_score_gemma":0.00048724108,"threshold_uncertainty_score":0.7381147},"labels":[],"label_agreement":null},{"id":"W1969666446","doi":"10.1093/fampra/18.1.95","title":"Lack of mental well-being in 15-year-olds: an undisclosed iceberg?","year":2001,"lang":"en","type":"article","venue":"Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; General Health Questionnaire; Mental health; Psychiatry; Quarter (Canadian coin); General practice; Pediatrics; Family medicine","score_opus":0.07645132259038731,"score_gpt":0.42874160906258757,"score_spread":0.3522902864722003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969666446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6449074,0.00020484094,0.000006373818,0.00056059734,0.000500335,0.00031878616,0.0000051169877,0.00002840111,0.35346812],"genre_scores_gemma":[0.9929741,0.00017645975,0.0005352624,0.0019606154,0.0001225802,0.00003810335,0.00005616404,0.000027572767,0.0041091684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982463,0.00037862445,0.00041077123,0.00034610546,0.00023703718,0.0003811241],"domain_scores_gemma":[0.9989,0.00032916237,0.00025265446,0.00036955235,0.000034649074,0.00011397555],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005075759,0.00016307845,0.00022893169,0.00013274416,0.00009363274,0.000026723277,0.00021346174,0.00011499951,0.0014452065],"category_scores_gemma":[0.00003913408,0.00015762779,0.000042755895,0.00033829833,0.0000459334,0.00078090624,0.000048493494,0.00022299206,0.0009827603],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009157628,0.018407756,0.76546884,0.00028096623,0.0005757847,0.002115616,0.03941707,0.000023347715,0.0062548793,0.05538883,0.03178809,0.07112119],"study_design_scores_gemma":[0.010454703,0.0014093404,0.7836727,0.00017733683,0.00016823635,0.00011825372,0.039158393,0.00009722457,0.0007463622,0.0014651228,0.1618996,0.0006327409],"about_ca_topic_score_codex":0.0032265342,"about_ca_topic_score_gemma":0.00024478664,"teacher_disagreement_score":0.34935895,"about_ca_system_score_codex":0.00010375962,"about_ca_system_score_gemma":0.000022709824,"threshold_uncertainty_score":0.9997951},"labels":[],"label_agreement":null},{"id":"W1969988738","doi":"10.1097/01.mlr.0000237202.96962.fd","title":"Do Patient Requests for Antidepressants Enhance or Hinder Physicians’ Evaluation of Depression?","year":2006,"lang":"en","type":"article","venue":"Medical Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Family Medicine","funders":"National Institute of Mental Health","keywords":"Depression (economics); MEDLINE; Medicine; Psychiatry; Psychology","score_opus":0.047408372168146494,"score_gpt":0.44956253892332115,"score_spread":0.4021541667551747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969988738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858569,0.003794523,0.00016523355,0.00013470915,0.0008338017,0.0010061282,0.000050261042,0.000024543373,0.008133926],"genre_scores_gemma":[0.9986439,0.0000075326384,0.0001065372,0.00021831217,0.00022632079,0.00041662235,0.00014811169,0.000013967406,0.00021870728],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981864,0.00014942132,0.00031783382,0.0002832702,0.00083449716,0.00022857724],"domain_scores_gemma":[0.999207,0.00013316998,0.00015029423,0.00023443214,0.00020779969,0.00006728853],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002690374,0.00010553277,0.0001880953,0.000035340672,0.00008494009,0.000006467776,0.00013135615,0.00012899857,0.0020666097],"category_scores_gemma":[0.00007707888,0.00007377561,0.000053406897,0.00008591946,0.00004557221,0.00005485907,0.000026642234,0.00007696306,0.00001964901],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029286082,0.00045583528,0.038220476,0.00017363316,0.000023464472,0.000013582029,0.0017587342,0.0000046277332,0.000067605535,0.00015131103,0.011797806,0.9470401],"study_design_scores_gemma":[0.016196243,0.0017772579,0.89517903,0.00231349,0.000535059,0.000016911543,0.0066031506,0.00083398,0.06138351,0.00421488,0.010127275,0.0008192195],"about_ca_topic_score_codex":0.000305366,"about_ca_topic_score_gemma":0.00021651117,"teacher_disagreement_score":0.9462209,"about_ca_system_score_codex":0.00006422579,"about_ca_system_score_gemma":0.00005418745,"threshold_uncertainty_score":0.99884564},"labels":[],"label_agreement":null},{"id":"W1970182552","doi":"10.1002/jclp.20842","title":"Treatment satisfaction, perceived treatment effectiveness, and dropout among older users of mental health services","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Mental health; Logistic regression; Dropout (neural networks); Psychology; Odds; Clinical psychology; Odds ratio; Gerontology; Psychiatry; Medicine","score_opus":0.12291414690107456,"score_gpt":0.5078678918814536,"score_spread":0.3849537449803791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970182552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99301946,0.0011783382,0.000020759659,0.00045738608,0.0026896563,0.0006929407,0.000023582646,0.000014534724,0.0019033444],"genre_scores_gemma":[0.9960796,0.002690618,0.00041055586,0.00039768085,0.00021939045,0.00002371015,0.000007124425,0.000026434282,0.00014486458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99608856,0.0011205903,0.0018421701,0.00040652353,0.0001758331,0.0003663068],"domain_scores_gemma":[0.99712247,0.00040449869,0.0016673418,0.00032421382,0.00009121951,0.00039024017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007803404,0.00029207108,0.0012198623,0.0001830029,0.00013752654,0.000008576734,0.00015856877,0.0002557353,0.00091220526],"category_scores_gemma":[0.00000897727,0.00019877886,0.0003488761,0.00010747968,0.00032978912,0.00017973811,0.000020898047,0.0002130736,0.000032898137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002561239,0.0025685637,0.82290643,0.000054083623,0.0006682142,0.000048556474,0.0041267495,1.0926603e-7,0.00002677944,0.00008206476,0.000165678,0.16679153],"study_design_scores_gemma":[0.012839312,0.014345268,0.97044253,0.00015610085,0.00013452476,0.00018341345,0.0009690878,0.0000026216085,0.000034283432,0.00025866996,0.00051256013,0.00012165117],"about_ca_topic_score_codex":0.0022733645,"about_ca_topic_score_gemma":0.00054799125,"teacher_disagreement_score":0.16666988,"about_ca_system_score_codex":0.00016188616,"about_ca_system_score_gemma":0.000064315944,"threshold_uncertainty_score":0.9988008},"labels":[],"label_agreement":null},{"id":"W1970629274","doi":"10.2190/pm.37.4.c","title":"Taking Consultation-Liaison Psychiatry into Primary Care","year":2007,"lang":"en","type":"article","venue":"The International Journal of Psychiatry in Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Collaborative Care; Mental health; Psychological intervention; Medicine; Nursing; Primary care; Shared care; Health care; Psychiatry; Family medicine","score_opus":0.025870921488173364,"score_gpt":0.41080661373407873,"score_spread":0.38493569224590535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970629274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87832236,0.016640557,0.00089106,0.035586916,0.034615103,0.0002763977,0.0000038893813,0.00001540736,0.033648305],"genre_scores_gemma":[0.98847556,0.00014213163,0.0028884632,0.0046914094,0.0035633598,0.0000054979573,0.000023504032,0.000018053328,0.0001920273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977114,0.00008729653,0.0010542521,0.00015935386,0.0007454802,0.00024217869],"domain_scores_gemma":[0.9981035,0.0003083462,0.0009904368,0.00017904562,0.00031706705,0.000101589445],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001339302,0.00016107225,0.00026816683,0.00041924088,0.0001157574,0.00001717295,0.0007839937,0.00008515465,0.0009710823],"category_scores_gemma":[0.00006634361,0.000101817786,0.000082600716,0.00026045923,0.00013931666,0.00013535256,0.00003621106,0.0004720853,0.00003761704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00384947,0.0008162597,0.6014129,0.00019441784,0.000545816,0.00023569561,0.03883461,0.000028735742,0.00022495912,0.04091069,0.015508437,0.297438],"study_design_scores_gemma":[0.015547429,0.0013746084,0.87256736,0.0027211371,0.00016239808,0.0008347274,0.080836475,0.0000115533785,0.000056405497,0.02042235,0.0051669967,0.0002985714],"about_ca_topic_score_codex":0.00052568346,"about_ca_topic_score_gemma":0.0010878249,"teacher_disagreement_score":0.29713944,"about_ca_system_score_codex":0.00028753278,"about_ca_system_score_gemma":0.00013088823,"threshold_uncertainty_score":0.9999422},"labels":[],"label_agreement":null},{"id":"W1970713241","doi":"10.1016/j.comppsych.2004.03.003","title":"Adjustment to antidepressant utilization rates to account for depression in remission","year":2004,"lang":"en","type":"article","venue":"Comprehensive Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"CIDI; Depression (economics); Psychiatry; Population; Antidepressant; Medicine; Major depressive disorder; Antidepressant medication; Telephone interview; Psychology; Demography; Clinical psychology; Comorbidity; Anxiety; Mood; National Comorbidity Survey","score_opus":0.07417284173366362,"score_gpt":0.41914740131256534,"score_spread":0.3449745595789017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970713241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98000866,0.003546785,0.0040969187,0.0031265814,0.004733219,0.0031578876,0.00003267498,0.000080819205,0.00121643],"genre_scores_gemma":[0.9857591,0.000046318695,0.0074045467,0.005256869,0.00035129415,0.00074531755,0.000090046655,0.00004368158,0.000302864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981982,0.000058468348,0.00043863597,0.0006406655,0.00018309521,0.00048094362],"domain_scores_gemma":[0.9990348,0.00006650831,0.000103445804,0.00043021014,0.00010895972,0.00025606903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008549678,0.0002528209,0.0002901468,0.00026305718,0.00018147753,0.000027343262,0.00023407424,0.00012640748,0.0001474506],"category_scores_gemma":[0.000015071673,0.00022225919,0.00007166114,0.00038337064,0.000014526368,0.00010367536,0.00009266276,0.00010552266,0.0002475881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008698787,0.0059832567,0.5716126,0.0009481518,0.0001849407,0.000039716604,0.007489628,0.005765928,0.012422524,0.015689244,0.1379062,0.23325904],"study_design_scores_gemma":[0.0054743574,0.0005937035,0.9703186,0.0007713862,0.000029325998,0.000009524794,0.0013619479,0.000043631808,0.0028040358,0.0037916806,0.01439381,0.00040798372],"about_ca_topic_score_codex":0.00022651308,"about_ca_topic_score_gemma":0.00011232608,"teacher_disagreement_score":0.39870602,"about_ca_system_score_codex":0.0001665448,"about_ca_system_score_gemma":0.000044640434,"threshold_uncertainty_score":0.9063466},"labels":[],"label_agreement":null},{"id":"W1971403172","doi":"10.1080/03630240802708523","title":"Women's Perceptions of Influences on Their Mood","year":2009,"lang":"en","type":"article","venue":"Women & Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Mood; Psychology; Clinical psychology; Affect (linguistics); Negative mood; Developmental psychology; Interpersonal communication; Perception; Social psychology","score_opus":0.033293144653032423,"score_gpt":0.3836682606534124,"score_spread":0.35037511600038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971403172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787358,0.00015269607,0.0000031371528,0.0021335685,0.0002593463,0.00038852985,0.000036208028,0.000059040172,0.018231696],"genre_scores_gemma":[0.99238807,0.00009139681,0.000041030184,0.005916838,0.00009575749,0.00014370352,0.000011152353,0.00000962314,0.001302457],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984101,0.00013941835,0.00037176732,0.00025911722,0.00015525304,0.00066433067],"domain_scores_gemma":[0.9991451,0.000060444552,0.0001760999,0.00031594603,0.000019081805,0.00028335993],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035031323,0.00014823255,0.00030211976,0.00012815901,0.00022308691,0.000010345026,0.00017380159,0.000061215054,0.0027922879],"category_scores_gemma":[0.0000040347154,0.00011437873,0.000037162885,0.00022903153,0.000048105132,0.00006775934,0.000011596714,0.00013983148,0.00032680243],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078090886,0.00402781,0.051115997,0.00022898498,0.000095992116,0.0000073574697,0.23339796,0.000011606963,0.00021799712,0.020738114,0.0030243883,0.6863529],"study_design_scores_gemma":[0.0013510769,0.004881983,0.95139056,0.00007036507,0.000002157618,0.000004367285,0.03543485,0.0000031494417,0.000023069639,0.0038051333,0.0028756259,0.00015768484],"about_ca_topic_score_codex":0.00014456184,"about_ca_topic_score_gemma":0.00001463489,"teacher_disagreement_score":0.9002745,"about_ca_system_score_codex":0.00041989444,"about_ca_system_score_gemma":0.000064645574,"threshold_uncertainty_score":0.9981193},"labels":[],"label_agreement":null},{"id":"W1971682840","doi":"10.1176/ps.2008.59.6.683","title":"Use of an Expanded Version of the <i>DSM-IV</i> Outline for Cultural Formulation on a Cultural Consultation Service","year":2008,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Mental health; Population; Immigration; Refugee; Service (business); Cultural competence; Cultural diversity; Psychology; Medicine; Psychiatry; Sociology; History; Anthropology","score_opus":0.07028034405382833,"score_gpt":0.3735046625211374,"score_spread":0.3032243184673091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971682840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99670917,0.00021083493,0.000006163152,0.00043963292,0.0010241602,0.0010552976,0.00011920136,0.000030468345,0.000405081],"genre_scores_gemma":[0.99754304,0.000030643987,0.00083061913,0.00084523036,0.00015628764,0.000061881685,0.00033214898,0.0000133358335,0.00018683042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988574,0.00008713816,0.00040782525,0.00021312917,0.00022456906,0.00020996638],"domain_scores_gemma":[0.99881995,0.00015034674,0.0004640585,0.000264951,0.0002401139,0.00006056724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092143535,0.00015738994,0.00020239511,0.00007165269,0.00026792253,0.00001138733,0.00020438047,0.00009874644,0.000043366865],"category_scores_gemma":[0.000007474486,0.00009784585,0.00009371049,0.000443265,0.000022727078,0.0005473999,0.000021018763,0.000069674395,0.000014419882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017757548,0.007955488,0.82557315,0.0035698009,0.00060830126,0.0000020419438,0.113748275,0.00067512254,0.004974203,0.005161028,0.0066591413,0.013315883],"study_design_scores_gemma":[0.011863502,0.001474033,0.9626942,0.000106082545,0.00033188314,0.00002441711,0.010927659,0.0038778305,0.0056031807,0.00029706233,0.0023857097,0.0004144184],"about_ca_topic_score_codex":0.0017923996,"about_ca_topic_score_gemma":0.00031438936,"teacher_disagreement_score":0.13712105,"about_ca_system_score_codex":0.000028898106,"about_ca_system_score_gemma":0.000013266871,"threshold_uncertainty_score":0.3990038},"labels":[],"label_agreement":null},{"id":"W1971711904","doi":"10.1111/1475-6773.00138","title":"Patterns and Correlates of Contacting Clergy for Mental Disorders in the United States","year":2003,"lang":"en","type":"article","venue":"Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":281,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Mental health; Quarter (Canadian coin); Psychological intervention; Medicine; National Comorbidity Survey; Psychiatry; Population; Comorbidity; Family medicine; Depression (economics); Mental health care; Health care; Environmental health","score_opus":0.08191444510758776,"score_gpt":0.484338069529322,"score_spread":0.40242362442173424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971711904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948573,0.0011477713,0.0000062090035,0.0014712531,0.00013346455,0.0016035227,0.00005094019,0.000007676362,0.0007218794],"genre_scores_gemma":[0.9975632,0.0011631101,0.000020644284,0.0006860145,0.000013233336,0.00027314012,0.00017448206,0.000013050727,0.00009316728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997885,0.0007722373,0.0003200301,0.00021838094,0.00023315348,0.00057119323],"domain_scores_gemma":[0.9985029,0.0010641498,0.00012903735,0.0001686272,0.000046962916,0.000088338216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001761609,0.00009018655,0.00016306095,0.00022776381,0.00035257093,0.000025052379,0.00017120561,0.00005290552,0.00013156465],"category_scores_gemma":[0.000006739875,0.00006427194,0.0000188267,0.00039890234,0.000042437143,0.00006381014,0.000028946204,0.00021199865,0.000006131125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038276694,0.0005199873,0.90585357,0.0017618188,0.000029321203,0.0000020231532,0.066627026,0.0000034038092,0.0000031419988,0.005288456,0.00017423775,0.019354232],"study_design_scores_gemma":[0.0046470673,0.0017845612,0.68169117,0.00046004943,0.000004959128,0.0000075124317,0.2935855,0.001338321,0.000055238226,0.002206755,0.014067754,0.00015112181],"about_ca_topic_score_codex":0.044116076,"about_ca_topic_score_gemma":0.020031905,"teacher_disagreement_score":0.2269585,"about_ca_system_score_codex":0.000057186524,"about_ca_system_score_gemma":0.000026880163,"threshold_uncertainty_score":0.99784994},"labels":[],"label_agreement":null},{"id":"W1972618441","doi":"10.1007/s00127-008-0444-8","title":"Guideline concordance of treatment for depressive disorders in Canada","year":2008,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Quebec Population Health Research Network; Institut National de Santé Publique du Québec; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; Sante Montreal","funders":"","keywords":"Concordance; Guideline; Epidemiology; Psychiatry; Medicine; Psychology; Internal medicine; Pathology","score_opus":0.05521288226543402,"score_gpt":0.3956136571832501,"score_spread":0.34040077491781606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972618441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659585,0.014264788,0.0004045962,0.008854188,0.0044384915,0.0012059138,0.00019498516,0.000019274765,0.0046592765],"genre_scores_gemma":[0.9935373,0.0011742517,0.0025417751,0.001386595,0.0006325951,0.00032829717,0.00008059883,0.000023060335,0.00029549614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972314,0.00040355424,0.0011774547,0.0005184739,0.00006311525,0.00060600543],"domain_scores_gemma":[0.99826974,0.00081266306,0.0005538976,0.00020526099,0.000033922395,0.00012450998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003684315,0.0002732634,0.00082172465,0.00011413488,0.00036801703,0.0000010447515,0.00016225272,0.000191996,0.00013572839],"category_scores_gemma":[0.000045341265,0.00023837542,0.00015136205,0.00026757029,0.00017102573,0.00004251873,0.000017959694,0.00013984802,0.0000030018648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054111326,0.000279491,0.94847524,0.00005915592,0.000097368415,0.0000013714124,0.0004170198,0.000012924959,5.058462e-7,0.0138836345,0.021452665,0.014779482],"study_design_scores_gemma":[0.0072797644,0.001148152,0.9500795,0.000015714106,0.0000823418,0.000021649987,0.0014018939,0.000080270176,0.0000012712027,0.026303777,0.013235539,0.00035012417],"about_ca_topic_score_codex":0.74737525,"about_ca_topic_score_gemma":0.85645235,"teacher_disagreement_score":0.1090771,"about_ca_system_score_codex":0.00024055038,"about_ca_system_score_gemma":0.0007049507,"threshold_uncertainty_score":0.97206676},"labels":[],"label_agreement":null},{"id":"W1972747158","doi":"10.1016/j.socscimed.2010.10.004","title":"The gendered experience of stigmatization in severe and persistent mental illness in Lima, Peru","year":2010,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"Institute of Gender and Health; Canadian Institutes of Health Research; Jewish General Hospital","keywords":"Mental illness; Stigma (botany); Mental health; Population; Social stigma; Ethnography; Psychology; Qualitative research; Sociology; Psychiatry; Gender studies; Social psychology; Medicine; Demography","score_opus":0.03451958157269709,"score_gpt":0.3882569486216655,"score_spread":0.3537373670489684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972747158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99059683,0.0002410851,0.0000012524672,0.0015659978,0.0007553864,0.00028217255,0.0000015791416,0.0000045840525,0.006551091],"genre_scores_gemma":[0.99958974,0.00003760076,0.000004619312,0.00009793852,0.00006610874,0.000033894263,0.0000022232714,0.000002612845,0.0001652448],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990467,0.00004577895,0.00020145532,0.00018524892,0.00028449198,0.000236358],"domain_scores_gemma":[0.99970627,0.000052107916,0.000076333454,0.0000830969,0.000025873625,0.000056317633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068701274,0.000063730804,0.00011346625,0.00007581519,0.00045406813,0.00001009872,0.00018963702,0.000039356673,0.00017765256],"category_scores_gemma":[0.000050919734,0.0000406453,0.0000116720585,0.0004677543,0.0012864186,0.000120660305,0.00003157859,0.000106740605,0.000001408743],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078289224,0.00013116916,0.3233516,0.000020079524,0.0000033170065,0.0000044185604,0.50413865,1.8874108e-7,0.0077082533,0.009742451,0.00008777544,0.15473382],"study_design_scores_gemma":[0.0017734376,0.00011530339,0.81740326,0.000049858747,0.000005215486,0.000008025517,0.17942618,0.000105319305,0.0002656095,0.00043387935,0.00031516067,0.000098732206],"about_ca_topic_score_codex":0.0010863106,"about_ca_topic_score_gemma":0.0011136254,"teacher_disagreement_score":0.4940517,"about_ca_system_score_codex":0.000065370165,"about_ca_system_score_gemma":0.000025723826,"threshold_uncertainty_score":0.4739863},"labels":[],"label_agreement":null},{"id":"W1972808869","doi":"10.1016/j.pec.2004.02.008","title":"Patient education materials for mental health problems in family practice: does location matter?","year":2004,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Mental health; Psychology; Medicine; Psychotherapist","score_opus":0.01811799490778296,"score_gpt":0.3684177400445418,"score_spread":0.3502997451367589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972808869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98227894,0.003970757,0.00023963663,0.005666457,0.004265694,0.002758878,0.000031108117,0.000027158625,0.0007613838],"genre_scores_gemma":[0.98968124,0.0003880006,0.0010267373,0.0063866857,0.00011685075,0.0017396506,0.00047974163,0.000021693702,0.00015941913],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9985203,0.000107906686,0.0005568393,0.0003535812,0.00018951608,0.00027182334],"domain_scores_gemma":[0.999109,0.000045331588,0.0003830259,0.0001592577,0.00020048553,0.00010284544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003204934,0.00015805522,0.00016359497,0.00015242264,0.00026354665,0.00007617998,0.000051528452,0.000060033235,0.00009221392],"category_scores_gemma":[0.00001869962,0.00013578199,0.000018309498,0.00015511073,0.000020378246,0.00029214093,0.0000099778945,0.000061606814,0.000060820938],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003198486,0.00788088,0.0035982872,0.00082023203,0.00003453812,2.0996636e-7,0.14513497,0.00006313919,0.00052727567,0.0028130575,0.008280846,0.8305267],"study_design_scores_gemma":[0.007914961,0.0052314717,0.05334862,0.0070262314,0.00014827444,0.000121893136,0.6583437,0.00008487513,0.0057378947,0.018666927,0.24108261,0.002292541],"about_ca_topic_score_codex":0.0026696823,"about_ca_topic_score_gemma":0.000120939294,"teacher_disagreement_score":0.8282342,"about_ca_system_score_codex":0.0005137373,"about_ca_system_score_gemma":0.0004834783,"threshold_uncertainty_score":0.5537029},"labels":[],"label_agreement":null},{"id":"W1973311952","doi":"10.2147/ppa.s26783","title":"Evaluating the psychometric properties of the attitudes towards depression and its treatments scale in an Australian sample","year":2012,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Depression (economics); Medicine; Clinical psychology; Scale (ratio); Sample (material); Psychiatry; Psychometrics","score_opus":0.3862878393125658,"score_gpt":0.45828021453594603,"score_spread":0.07199237522338026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973311952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954312,0.0032044689,8.172444e-7,0.000040615207,0.00020129008,0.0007766189,0.000016903667,0.000008274756,0.00031983783],"genre_scores_gemma":[0.99931914,0.00009947228,0.00007109901,0.0000391344,0.000018501285,0.00023668895,0.0000042169013,0.0000060708885,0.0002056844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988143,0.00022921778,0.0002469217,0.00023165888,0.00019961718,0.00027828774],"domain_scores_gemma":[0.9994639,0.000055305096,0.00014011399,0.00022731935,0.000031309013,0.00008203812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020540683,0.00013590448,0.00014421131,0.000055786633,0.00019390693,0.000025104777,0.00017284753,0.000054458425,0.00012408418],"category_scores_gemma":[0.000031833028,0.00006516174,0.000018593062,0.00024333196,0.00007387337,0.00029118388,0.00009294055,0.000102622165,0.0000058216033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007088096,0.00034431645,0.78333956,0.000045416942,0.000008451574,4.475237e-8,0.004221113,6.6350515e-7,0.0009255594,0.000035377783,0.000003913448,0.21100469],"study_design_scores_gemma":[0.000541307,0.0006030527,0.99197334,0.00022914802,0.000023003322,0.0000017604953,0.000711173,0.000038539514,0.0057155564,0.00006980469,0.0000108701515,0.00008241559],"about_ca_topic_score_codex":0.00096972095,"about_ca_topic_score_gemma":0.00013346208,"teacher_disagreement_score":0.21092227,"about_ca_system_score_codex":0.000020672664,"about_ca_system_score_gemma":0.000012348346,"threshold_uncertainty_score":0.26572186},"labels":[],"label_agreement":null},{"id":"W1973654757","doi":"10.1375/bech.20.2.117.24839","title":"Willingness, Confidence, and Knowledge to Work with Adolescent Sex Offenders: An Evaluation of Training Workshops","year":2003,"lang":"en","type":"article","venue":"Behaviour Change","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Workforce; Mental health; Psychological intervention; Psychology; Work (physics); Population; Training (meteorology); Medical education; Clinical psychology; Applied psychology; Medicine; Psychiatry; Environmental health; Engineering; Political science","score_opus":0.34300976240917097,"score_gpt":0.4360107440149981,"score_spread":0.09300098160582715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973654757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946315,0.0015551007,0.00007321539,0.00007479918,0.00032292743,0.001335958,0.000007626615,0.000028713412,0.0019701065],"genre_scores_gemma":[0.99878293,0.000009960714,0.0002240569,0.00013307594,0.00009075965,0.00043268365,0.000022741207,0.000023544575,0.00028025542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998662,0.00024799493,0.00020515107,0.00033604403,0.00025462284,0.00029417907],"domain_scores_gemma":[0.99935126,0.00002886134,0.00010053038,0.00023603496,0.00010293545,0.00018039961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007202709,0.00016012236,0.00021423084,0.00009510317,0.00010212242,0.000020072554,0.00008434941,0.00009094255,0.0004183479],"category_scores_gemma":[0.000007469384,0.00013678694,0.000020088424,0.00029021766,0.000048646423,0.00012852765,0.000013673423,0.00009539665,0.000017212285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017429568,0.00092800515,0.5983428,0.000053332788,0.000027609454,0.000011670246,0.052982196,0.0000013637953,0.0000139426365,0.0008650779,0.0002062776,0.34639344],"study_design_scores_gemma":[0.0024191807,0.0005408037,0.97825944,0.00047327235,0.00022065442,0.000016572023,0.017173627,0.00001749096,0.00023598161,0.00007233474,0.00029842695,0.0002722049],"about_ca_topic_score_codex":0.00013386461,"about_ca_topic_score_gemma":0.00035774746,"teacher_disagreement_score":0.37991664,"about_ca_system_score_codex":0.00006238217,"about_ca_system_score_gemma":0.000038553186,"threshold_uncertainty_score":0.55780095},"labels":[],"label_agreement":null},{"id":"W1974638834","doi":"10.1016/s0924-9338(12)74518-2","title":"P-351 - Evidence of System-Based Stigma in the Hospital Reatment of Physical Disorders of Children and Adolescents with Psychiatric Disorders","year":2012,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ambulatory; Medicine; Medical diagnosis; Psychiatry; Mental health; Emergency department; Inpatient care; Health care","score_opus":0.008757235975806991,"score_gpt":0.28695914039765036,"score_spread":0.2782019044218434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974638834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898736,0.006506003,0.0000336013,0.0002490485,0.00046981726,0.0010153003,0.000025464977,0.00001616637,0.0018110027],"genre_scores_gemma":[0.99953794,0.000040848114,0.0001932707,0.000040480816,0.000115606665,0.000021371332,0.000010736061,0.000032122418,0.00000760657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981019,0.00059095555,0.0004400221,0.00027681174,0.00027841856,0.00031191314],"domain_scores_gemma":[0.99895144,0.00005954079,0.00042504983,0.00047184748,0.000016068037,0.00007606478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042137384,0.0002226778,0.00031101378,0.00012987485,0.00006752386,0.0000056524927,0.00030876225,0.000032883832,0.000007744274],"category_scores_gemma":[0.0000040915056,0.00014169027,0.000092561975,0.0003663146,0.00018027161,0.00011200021,0.00003346132,0.00013776454,0.000010428006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036597377,0.003664426,0.9870581,0.00070568133,0.00005385111,5.5677845e-7,0.0030483291,0.000005740177,0.00000342403,0.0009896037,0.00010257748,0.00400174],"study_design_scores_gemma":[0.0025254728,0.0016701785,0.99204785,0.001565738,0.00011483843,0.000002709338,0.0018949519,0.000006475931,0.000008348753,0.00002388311,0.0000039000697,0.00013567694],"about_ca_topic_score_codex":0.00035309588,"about_ca_topic_score_gemma":0.00007177895,"teacher_disagreement_score":0.009664361,"about_ca_system_score_codex":0.000018828783,"about_ca_system_score_gemma":0.000022102704,"threshold_uncertainty_score":0.57779616},"labels":[],"label_agreement":null},{"id":"W1974764155","doi":"10.1155/2014/870497","title":"A Qualitative Study Exploring Facilitators for Improved Health Behaviors and Health Behavior Programs: Mental Health Service Users’ Perspectives","year":2014,"lang":"en","type":"article","venue":"The Scientific World JOURNAL","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia; University of British Columbia","funders":"Vancouver Foundation","keywords":"Mental health; Facilitator; Psychosocial; Population; Nursing; Psychology; Empowerment; Qualitative research; Medicine; Gerontology; Psychiatry; Social psychology; Environmental health","score_opus":0.19437552954058657,"score_gpt":0.4824456643737849,"score_spread":0.2880701348331983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974764155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95149124,0.0024464966,0.00008792073,0.03629654,0.00374785,0.005700358,0.0001246314,0.00007664405,0.00002830377],"genre_scores_gemma":[0.99416727,0.000046003515,0.0007439862,0.0010915829,0.0002443597,0.0011100618,0.00005498844,0.00004411258,0.0024976179],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99484843,0.0017147933,0.0009840976,0.0007857725,0.00048109388,0.0011858238],"domain_scores_gemma":[0.99766475,0.00015083484,0.00084657216,0.00048728124,0.0001729463,0.0006776023],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010831695,0.00034593433,0.0005811885,0.00041149,0.0052237553,0.0005290682,0.00046759733,0.000028242772,0.00010991754],"category_scores_gemma":[0.000013534016,0.00024386337,0.00013604893,0.00080118846,0.00029613107,0.00042362683,0.000108187356,0.00048432642,0.000021489182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020088149,0.0021502706,0.0048266873,0.00008078054,0.00009207602,0.0000011368069,0.8432716,2.9919684e-7,0.000013699234,0.00057716016,0.0051371716,0.14364822],"study_design_scores_gemma":[0.0041769817,0.0038380856,0.034967784,0.00017495344,0.00004436587,0.000050881557,0.9506581,0.000030373609,0.0000056379763,0.00025188224,0.0055083265,0.00029264152],"about_ca_topic_score_codex":0.002476575,"about_ca_topic_score_gemma":0.008703224,"teacher_disagreement_score":0.14335558,"about_ca_system_score_codex":0.00075284083,"about_ca_system_score_gemma":0.00026936363,"threshold_uncertainty_score":0.9960713},"labels":[],"label_agreement":null},{"id":"W1974804223","doi":"10.1017/s0033291702005767","title":"Depressive symptoms predict medical care utilization in a population-based sample","year":2002,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Reimbursement; Medical diagnosis; Depression (economics); Population; Epidemiology; Health care; Family medicine; Gerontology; Environmental health; Internal medicine","score_opus":0.10084262766943063,"score_gpt":0.43299185056040596,"score_spread":0.3321492228909753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974804223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96616995,0.004357734,0.0007815388,0.0038618082,0.0014334876,0.00091172074,0.000027598044,0.00018730234,0.02226886],"genre_scores_gemma":[0.99537313,0.000065050735,0.000069906535,0.0033219384,0.0003752919,0.00026609722,0.0003542034,0.000018387327,0.00015597587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975748,0.00026502853,0.0005765698,0.0005752786,0.0005578742,0.00045042136],"domain_scores_gemma":[0.99852324,0.00062438543,0.00013424846,0.00036622953,0.000041990417,0.00030988766],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021079724,0.00022264011,0.000367508,0.00019343208,0.00012403935,0.0000073159504,0.00028527426,0.00033160314,0.045291442],"category_scores_gemma":[0.0004520785,0.0001520156,0.00004922652,0.00047488828,0.00013850805,0.000053973574,0.00002283635,0.0003117462,0.00018830277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015477472,0.0009009369,0.60248405,0.000041825508,0.000018215585,0.00016954853,0.0011545538,0.0000055335317,0.0000020914072,0.001087826,0.0030952687,0.39088535],"study_design_scores_gemma":[0.006139181,0.0010351151,0.9898512,0.00024846062,0.000025960904,0.000016745376,0.00023791434,0.00096267066,0.0000027810233,0.0005481248,0.0007610457,0.0001708517],"about_ca_topic_score_codex":0.00083022425,"about_ca_topic_score_gemma":0.0001451517,"teacher_disagreement_score":0.3907145,"about_ca_system_score_codex":0.00010258232,"about_ca_system_score_gemma":0.000002155529,"threshold_uncertainty_score":0.9555813},"labels":[],"label_agreement":null},{"id":"W1975426923","doi":"10.1007/s00127-005-0968-0","title":"Antidepressant utilization in Canada","year":2005,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":94,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Bible College; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Antidepressant; Depression (economics); Psychiatry; Mental health; Medicine; Major depressive disorder; Epidemiology; Anxiety; Major depressive episode; Psychology; Internal medicine; Mood","score_opus":0.07117529934513635,"score_gpt":0.3960464069580112,"score_spread":0.32487110761287485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975426923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9271923,0.017645739,0.00010596933,0.027075496,0.004983291,0.0004644422,0.000033612054,0.0000443279,0.022454834],"genre_scores_gemma":[0.99044615,0.00044678172,0.0009003704,0.006182686,0.0014993973,0.00006613644,0.000043753465,0.000021394691,0.00039335238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709886,0.0006821726,0.0008517686,0.0005556285,0.00009758772,0.0007139781],"domain_scores_gemma":[0.99899656,0.00034510254,0.00028768653,0.00019950069,0.000017276765,0.00015390036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072282774,0.0002460629,0.0005236423,0.00015179005,0.00036214248,0.0000056304316,0.00017954667,0.00023060011,0.0008029856],"category_scores_gemma":[0.000031753465,0.00023056135,0.000071422524,0.00041403444,0.0000747229,0.00009697436,0.000032657368,0.00033847723,0.00005290649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120503515,0.00017435777,0.8733077,0.00003594438,0.000028600249,0.0000024350054,0.0002259745,0.000006241797,1.4799991e-7,0.05043973,0.029299485,0.046358846],"study_design_scores_gemma":[0.0014726169,0.00007187552,0.97460604,0.00001035475,0.00002637187,0.000015388492,0.0008215003,0.00008414735,2.8733035e-7,0.008615023,0.014043804,0.00023256976],"about_ca_topic_score_codex":0.5510405,"about_ca_topic_score_gemma":0.86825573,"teacher_disagreement_score":0.31721526,"about_ca_system_score_codex":0.00018578714,"about_ca_system_score_gemma":0.00028985523,"threshold_uncertainty_score":0.9402019},"labels":[],"label_agreement":null},{"id":"W1975440148","doi":"10.1097/jgp.0b013e31815a3e95","title":"Risk Factors for Major Depression in Older Medical Inpatients: A Prospective Study","year":2008,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; St Mary's Hospital","funders":"","keywords":"Depression (economics); Prospective cohort study; Medicine; Psychiatry; Comorbidity; Mood; Major depressive disorder; Cohort; Proportional hazards model; Major depressive episode; Cohort study; Internal medicine","score_opus":0.011793366031620518,"score_gpt":0.34062283804773036,"score_spread":0.32882947201610985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975440148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99425197,0.0006511641,0.00026360445,0.00015388516,0.0031746167,0.0011671339,0.000018036546,0.000016036985,0.00030356413],"genre_scores_gemma":[0.99811745,0.00007703297,0.00093723374,0.00013298624,0.0005309435,0.000093364964,0.0000036762453,0.000032033106,0.00007528294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974135,0.00033482147,0.0009656089,0.00032820096,0.0005432917,0.00041456977],"domain_scores_gemma":[0.9978184,0.00027834653,0.0012821779,0.0002308516,0.00009664255,0.00029355197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048925716,0.00023573669,0.0005980691,0.00045061088,0.00023007975,0.00001005358,0.00036104492,0.000083907755,0.0004269019],"category_scores_gemma":[0.00009187266,0.00017008401,0.00018721096,0.0007402705,0.00011786894,0.0001595882,0.00003814585,0.0004429443,0.000011878506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014328973,0.004544606,0.9746429,0.000010597295,0.00016783655,0.00005837103,0.0053988677,0.0000012843979,3.544868e-7,0.000010700474,0.0013332461,0.012398349],"study_design_scores_gemma":[0.008458577,0.0043242434,0.9770815,0.000041612373,0.00009327647,0.00012639181,0.0095182145,0.0000034761308,0.0000037561856,0.00014484613,0.000040278454,0.00016384362],"about_ca_topic_score_codex":0.00066536537,"about_ca_topic_score_gemma":0.00007489292,"teacher_disagreement_score":0.012234505,"about_ca_system_score_codex":0.00013214923,"about_ca_system_score_gemma":0.00018586902,"threshold_uncertainty_score":0.6935824},"labels":[],"label_agreement":null},{"id":"W1976641624","doi":"10.1371/journal.pone.0000209","title":"Prevalence of Depression among Households in Three Capital Cities of Pakistan: Need to Revise the Mental Health Policy","year":2007,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Depression (economics); Mental health; Social capital; Demography; Prevalence; Cross-sectional study; Geography; Government (linguistics); Medicine; Developing country; Environmental health; Socioeconomics; Psychiatry; Population; Economic growth; Sociology; Economics; Social science","score_opus":0.06077456838630585,"score_gpt":0.36803430247889984,"score_spread":0.307259734092594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976641624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936123,0.0018205107,0.0000073486904,0.0011014736,0.000057989157,0.0011984931,0.00007465599,0.000018744126,0.0021084698],"genre_scores_gemma":[0.99875754,0.00014869418,0.00015892393,0.00027900512,0.00006992677,0.000045901757,0.0000070729134,0.000015926733,0.00051698275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856704,0.00008373601,0.00051322905,0.00019434217,0.0003009597,0.00034067893],"domain_scores_gemma":[0.99921036,0.00009878723,0.00022790529,0.00033150785,0.000025450505,0.00010597059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005012343,0.00011620153,0.00027414557,0.00013786923,0.0000782483,0.0000054874804,0.00022667994,0.00005506794,0.00015689625],"category_scores_gemma":[0.000015321506,0.000085305466,0.000036695183,0.00027457956,0.00009968699,0.00007460499,0.00007232116,0.00010416743,0.000010294627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040614035,0.0016931792,0.97970366,0.000859115,0.000049843053,0.0000038023459,0.010717733,5.412613e-7,0.0009314265,0.0013467892,0.00016612762,0.004121648],"study_design_scores_gemma":[0.00084864453,0.00039237022,0.98792946,0.0009367549,0.000016697237,8.967481e-7,0.0020471779,0.0000030139097,0.007595217,0.00014717034,0.0000055429764,0.00007704349],"about_ca_topic_score_codex":0.008310289,"about_ca_topic_score_gemma":0.0014643711,"teacher_disagreement_score":0.008670555,"about_ca_system_score_codex":0.00012509595,"about_ca_system_score_gemma":0.00003026934,"threshold_uncertainty_score":0.99829346},"labels":[],"label_agreement":null},{"id":"W1976891542","doi":"10.1177/0020764013513443","title":"Reducing stigma toward people with bipolar disorder: Impact of a filmed theatrical intervention based on a personal narrative","year":2013,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Saint-Boniface; Toronto Western Hospital; University of Toronto; University of British Columbia; University Health Network","funders":"Canadian Institutes of Health Research; Connaught Fund; University of Toronto; University Health Network","keywords":"Stigma (botany); Psychosocial; Psychology; Intervention (counseling); Social stigma; Narrative; Clinical psychology; Psychiatry; Medicine; Family medicine","score_opus":0.016407878654437238,"score_gpt":0.3697445457359709,"score_spread":0.35333666708153366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976891542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99162906,0.00047278692,0.00044325163,0.0046491656,0.0017705059,0.00025515474,0.00004251464,0.000009404627,0.0007281401],"genre_scores_gemma":[0.9985121,0.0000055309542,0.00041468313,0.00014147373,0.00075172423,0.000021730708,0.000022331064,0.000018689414,0.00011177539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835205,0.00016231512,0.0005515593,0.00016010052,0.00057742925,0.00019656986],"domain_scores_gemma":[0.9986343,0.000089161156,0.0007451585,0.0000642942,0.0003661816,0.00010093292],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020627362,0.00016855421,0.0002884351,0.00029924454,0.000119766824,0.00004408092,0.0002874157,0.00009322444,0.0047091586],"category_scores_gemma":[0.000017494916,0.000117121905,0.00042117556,0.00018550262,0.00006601188,0.0002256183,0.000017706401,0.0003044442,0.00002976897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009679239,0.0073963013,0.82200265,0.0000987103,0.0026375311,0.000032231033,0.05748041,0.00018150377,0.00012395746,0.0014045828,0.019862723,0.07910013],"study_design_scores_gemma":[0.0059790346,0.0033068284,0.9778123,0.0003186979,0.00007165129,0.00005191559,0.011088171,0.00051976927,0.000015528407,0.0005636733,0.000102527425,0.00016991721],"about_ca_topic_score_codex":0.001464013,"about_ca_topic_score_gemma":0.00005835773,"teacher_disagreement_score":0.15580961,"about_ca_system_score_codex":0.00022975051,"about_ca_system_score_gemma":0.00015374401,"threshold_uncertainty_score":0.9962007},"labels":[],"label_agreement":null},{"id":"W1977949640","doi":"10.1016/j.brat.2014.06.006","title":"Improving the scalability of psychological treatments in developing countries: An evaluation of peer-led therapy quality assessment in Goa, India","year":2014,"lang":"en","type":"article","venue":"Behaviour Research and Therapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Medical Research Council; Wellcome Trust","keywords":"Mental health; Quality (philosophy); Rating scale; Medicine; Clinical psychology; Psychology; Psychotherapist","score_opus":0.35640307454775594,"score_gpt":0.5935635926424881,"score_spread":0.2371605180947322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977949640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99643004,0.0005878991,0.000011260406,0.00048693793,0.00007729175,0.0019351542,0.00001588239,0.000007591652,0.00044794224],"genre_scores_gemma":[0.99869514,0.0004996307,0.00011967164,0.00006501006,0.000020545436,0.00052165496,0.000033813976,0.000010571033,0.000033958684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940603,0.0035191008,0.0005857705,0.00042186436,0.0010043054,0.00040870727],"domain_scores_gemma":[0.99839747,0.000527295,0.00017681756,0.00045670496,0.0003663534,0.00007538852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015211555,0.00014667962,0.00032257786,0.00019961727,0.00014399955,0.000031879066,0.0002640322,0.00013873861,0.0002810181],"category_scores_gemma":[0.000057777415,0.00009188513,0.000035063687,0.00037934864,0.00027353596,0.00012658005,0.000034856752,0.0002971052,0.0000019596027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074415974,0.0018606147,0.78590035,0.000012084037,0.000013829982,0.000001031383,0.0017842496,2.702769e-7,0.0002978158,0.0016951184,0.0000035654814,0.2076869],"study_design_scores_gemma":[0.0068813143,0.0016564145,0.9871129,0.000027590546,0.0000036172687,8.380047e-7,0.0009331966,0.000051344276,0.00083529495,0.0023945828,0.000022651704,0.000080280646],"about_ca_topic_score_codex":0.006190606,"about_ca_topic_score_gemma":0.00063673203,"teacher_disagreement_score":0.20760663,"about_ca_system_score_codex":0.00021927214,"about_ca_system_score_gemma":0.00011152631,"threshold_uncertainty_score":0.9358386},"labels":[],"label_agreement":null},{"id":"W1977952126","doi":"10.1159/000104813","title":"Depressive Symptoms among Kuwaiti Population Attending Primary Healthcare Setting: Prevalence and Influence of Sociodemographic Factors","year":2007,"lang":"en","type":"article","venue":"Medical Principles and Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority","funders":"","keywords":"Medicine; Marital status; Population; Depression (economics); Cross-sectional study; Beck Depression Inventory; Demography; Psychiatry; Anxiety; Environmental health","score_opus":0.036547450519606735,"score_gpt":0.3823709623781358,"score_spread":0.34582351185852905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977952126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99366623,0.0027914052,0.00006805751,0.0015899787,0.00015288293,0.00041170785,0.00001066437,0.000035222456,0.0012738253],"genre_scores_gemma":[0.9981422,0.0006318273,0.00013232333,0.0008908224,0.00006780041,0.000014123843,0.000028826678,0.000013056553,0.00007905139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979963,0.0003264777,0.00049968227,0.00036029454,0.00046840438,0.00034887815],"domain_scores_gemma":[0.99645835,0.0025019483,0.00046236624,0.000167696,0.000066012544,0.00034359662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016481157,0.00015837731,0.00023404931,0.00009434606,0.00028205808,0.000022496843,0.00012226975,0.00022166964,0.00008000738],"category_scores_gemma":[0.00082268,0.00013021681,0.000031395513,0.00014393934,0.0002400223,0.0004771129,0.00011406898,0.00035451187,0.0000016682785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013754235,0.00009207001,0.9699322,0.0005673972,0.00004473174,0.00003839967,0.0016979985,9.632898e-7,0.000010589843,0.0017438339,0.000011885828,0.025722407],"study_design_scores_gemma":[0.0005106784,0.00013876168,0.9976061,0.00031611804,0.000067312896,0.00005834008,0.0006367897,0.000021616923,0.000015961743,0.000095873605,0.00041495124,0.00011750314],"about_ca_topic_score_codex":0.0013984621,"about_ca_topic_score_gemma":0.000091349175,"teacher_disagreement_score":0.027673911,"about_ca_system_score_codex":0.000043801156,"about_ca_system_score_gemma":0.000023790666,"threshold_uncertainty_score":0.5310087},"labels":[],"label_agreement":null},{"id":"W1978069846","doi":"10.1007/s10597-011-9453-2","title":"The Impact of Stigma of Mental Illness in a Canadian Community: A Survey of Patients Experiences","year":2011,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal University Hospital; University of Saskatchewan","funders":"","keywords":"Stigma (botany); Mental illness; Psychiatry; Medicine; Mental health; Clinical psychology; Psychology","score_opus":0.16639231891647532,"score_gpt":0.4477921483258083,"score_spread":0.281399829409333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978069846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958363,0.0009121165,5.110765e-7,0.000038442326,0.0006539086,0.0006128033,0.00043648854,0.0000033411766,0.0015060488],"genre_scores_gemma":[0.9995008,0.0002354029,0.000019502984,0.000051579984,0.000006963243,0.000023627608,0.00012928138,0.000014523254,0.000018294852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9913468,0.006522548,0.0011388024,0.00007393563,0.00027735968,0.0006405869],"domain_scores_gemma":[0.9974306,0.00044451677,0.0009517936,0.0005472062,0.00015234033,0.00047351877],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004842572,0.00019037948,0.0004934389,0.00028491855,0.002116361,0.000012020651,0.0010266536,0.00007879908,0.000509371],"category_scores_gemma":[0.000058980146,0.00013342284,0.00011261338,0.00041794757,0.0004662073,0.00016151159,0.00015982306,0.001039621,0.0000027548977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008179427,0.0021686165,0.7601108,0.00005278275,0.00006303723,0.0000010598842,0.21623741,1.8726008e-7,0.0000026077066,0.000024897907,0.00048023515,0.020040415],"study_design_scores_gemma":[0.0018002219,0.0022272416,0.89321643,0.00019746614,0.0000033013869,0.00001443352,0.10224948,0.0000058944224,0.00010417164,0.00007551929,0.000019116791,0.000086736356],"about_ca_topic_score_codex":0.97028625,"about_ca_topic_score_gemma":0.81496745,"teacher_disagreement_score":0.15531881,"about_ca_system_score_codex":0.00078806264,"about_ca_system_score_gemma":0.00054571417,"threshold_uncertainty_score":0.99918276},"labels":[],"label_agreement":null},{"id":"W1978402059","doi":"10.1007/s11126-012-9252-0","title":"Factors Associated with Needs of Users with Severe Mental Disorders","year":2012,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Socioeconomic status; Clinical psychology; Needs assessment; Mental health; Interpersonal communication; Gerontology; Psychiatry; Medicine; Environmental health; Social psychology","score_opus":0.022309008467254747,"score_gpt":0.2994341971217878,"score_spread":0.27712518865453306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978402059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842007,0.0004054978,0.00003759776,0.00021793008,0.000971625,0.00060590415,0.000053953994,0.00007324691,0.013433506],"genre_scores_gemma":[0.99860114,0.000003031683,0.000051109582,0.00008060008,0.00008003972,0.00004994666,0.00010275206,0.000039851828,0.0009915245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985671,0.00010144543,0.00029112175,0.0001803873,0.00026956605,0.0005903571],"domain_scores_gemma":[0.9991444,0.00007849353,0.00028704715,0.00026806988,0.000022563212,0.00019944146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011639922,0.00027194328,0.00029300514,0.00022857517,0.00015779596,0.000014109042,0.00016993095,0.000103130275,0.00071340235],"category_scores_gemma":[0.0000010650588,0.00017653531,0.000072697374,0.00070906995,0.00007449239,0.00027010904,0.0000054397947,0.0001381557,0.000045386492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026865923,0.0012813582,0.9691601,0.000024910825,0.00029092736,3.6921458e-7,0.018476672,2.8174736e-7,0.0000021805902,0.00050550565,0.001824603,0.008164471],"study_design_scores_gemma":[0.003990042,0.003809914,0.9651252,0.000030786818,0.0001830114,0.0000046052437,0.025917565,0.0000018333383,0.000007678645,0.0000750402,0.00051568245,0.0003386636],"about_ca_topic_score_codex":0.00039427285,"about_ca_topic_score_gemma":0.00032322758,"teacher_disagreement_score":0.014400405,"about_ca_system_score_codex":0.00006904426,"about_ca_system_score_gemma":0.000019095756,"threshold_uncertainty_score":0.78112555},"labels":[],"label_agreement":null},{"id":"W1979217121","doi":"10.1016/j.jagp.2012.12.016","title":"The Excess Healthcare Costs Associated With Depression and Anxiety in Elderly Living in the Community","year":2013,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":142,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Depression (economics); Medicine; Health care; Population; Mental health; Psychiatry; Public health; Outpatient clinic; Gerontology; Environmental health; Nursing","score_opus":0.011790219772858839,"score_gpt":0.3119755889919902,"score_spread":0.30018536921913136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979217121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896478,0.0038455836,0.0000065401823,0.004921598,0.00052550086,0.0004071592,0.0000022861857,0.000006796075,0.0006367221],"genre_scores_gemma":[0.9983963,0.0004989705,0.00010669025,0.00080273964,0.00011192266,0.00004360271,0.000001571615,0.000014965853,0.000023242575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99660033,0.0020595042,0.00056624156,0.00013439635,0.00025228446,0.00038723336],"domain_scores_gemma":[0.9975799,0.0011036283,0.00084878,0.00029033367,0.00006812896,0.000109264365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016266037,0.00016158812,0.0003140145,0.00014653377,0.00046934353,0.00008352624,0.0004781192,0.000058124384,0.000027987138],"category_scores_gemma":[0.000045859677,0.00008240194,0.000047025213,0.0007948424,0.00016544409,0.0001908276,0.00004039977,0.0009416418,0.0000034634982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014294585,0.00033801392,0.8391198,0.00000973294,0.00002803132,0.000004658138,0.0031359878,7.468237e-7,9.389038e-7,0.00004303206,0.0006180128,0.15655813],"study_design_scores_gemma":[0.000982648,0.0011497212,0.9654986,0.0002398745,0.00001706963,0.00008770657,0.031598814,0.0000051837114,2.5842328e-7,0.00028067586,0.00004829251,0.00009113047],"about_ca_topic_score_codex":0.010568113,"about_ca_topic_score_gemma":0.006810517,"teacher_disagreement_score":0.15646699,"about_ca_system_score_codex":0.00011695857,"about_ca_system_score_gemma":0.00007784617,"threshold_uncertainty_score":0.9960206},"labels":[],"label_agreement":null},{"id":"W1979576546","doi":"10.1016/j.jagp.2013.02.007","title":"Prevalence and Predictors of Persistent Versus Remitting Mood, Anxiety, and Substance Disorders in a National Sample of Older Adults","year":2013,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Psychiatry; Anxiety; Mood disorders; Mental health; Mood; Prevalence of mental disorders; Comorbidity; Personality disorders; Clinical psychology; Substance abuse; Psychology; National Comorbidity Survey; Quality of life (healthcare); Medicine; Personality","score_opus":0.0077614650055711585,"score_gpt":0.27889751090985254,"score_spread":0.27113604590428136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979576546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927075,0.005267825,0.000013607714,0.0003864134,0.00080618117,0.00028090383,0.000021041984,0.0000033943506,0.00051315676],"genre_scores_gemma":[0.99650896,0.0014294545,0.0018898473,0.000025565198,0.000107816435,0.000011608826,0.0000015225061,0.000010553198,0.000014652325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985928,0.00010295647,0.0006410457,0.00018786843,0.00027465957,0.00020068297],"domain_scores_gemma":[0.9984484,0.00024992277,0.0009839047,0.00010145147,0.000108628774,0.000107711974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027892165,0.00012681799,0.00031349188,0.00021319484,0.000041350893,0.000007327726,0.00013702732,0.00004028434,0.000148105],"category_scores_gemma":[0.00003665768,0.000110451845,0.000099780016,0.000368725,0.000187899,0.00016583891,0.000020844143,0.0001421887,9.384294e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007733449,0.00023198013,0.9724225,0.00017519978,0.00010475203,2.130103e-7,0.0023021174,0.0000038053759,0.0000059313666,0.00004181342,0.00018682845,0.02375155],"study_design_scores_gemma":[0.0036450503,0.0011144985,0.9885788,0.00022296954,0.000060561782,0.000020220246,0.006061132,0.000029240198,0.000002945475,0.00016041273,0.000009748378,0.000094432005],"about_ca_topic_score_codex":0.0006270907,"about_ca_topic_score_gemma":0.00010052453,"teacher_disagreement_score":0.023657119,"about_ca_system_score_codex":0.00004005131,"about_ca_system_score_gemma":0.000056464218,"threshold_uncertainty_score":0.45040956},"labels":[],"label_agreement":null},{"id":"W1979807079","doi":"10.1186/1471-2318-14-62","title":"An interprofessional nurse-led mental health promotion intervention for older home care clients with depressive symptoms","year":2014,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Parkwood Institute; Home and Community Care Support Services; University of Alberta; St. Joseph’s Healthcare Hamilton; University of Toronto","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Intervention (counseling); Mental health; Nursing; Rehabilitation; Promotion (chess); Depressive symptoms; Health promotion; Gerontology; Psychiatry; Public health; Physical therapy; Anxiety","score_opus":0.017794304568452858,"score_gpt":0.3770641504992862,"score_spread":0.35926984593083333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979807079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775636,0.0003173663,0.016380828,0.000120989025,0.0028143874,0.0023441021,0.00010945461,0.000093553754,0.0002557044],"genre_scores_gemma":[0.99535006,0.0000032183693,0.0013854369,0.00011379061,0.00032365363,0.0006368422,0.0015534679,0.00004346301,0.000590062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813056,0.0003075297,0.0004050652,0.00050312263,0.00022667446,0.00042706865],"domain_scores_gemma":[0.99896955,0.00005242746,0.0003864939,0.00030723013,0.000089588386,0.00019470371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023715264,0.00022161158,0.0002665178,0.00014455483,0.00035739198,0.00004684116,0.00020775078,0.00012496406,0.00025420458],"category_scores_gemma":[0.000005836087,0.00017342463,0.00010087432,0.00015348915,0.000030611296,0.00022018123,0.000027582419,0.00011119496,0.00004201799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039679282,0.005203436,0.7361788,0.0013717036,0.00013155074,0.00000271016,0.012338207,0.000010496832,0.000043482873,0.0029882712,0.002983072,0.2347803],"study_design_scores_gemma":[0.029684043,0.01237526,0.9454264,0.00088220416,0.00015112448,0.000029045876,0.007900625,0.0011225062,0.00024174144,0.0003888864,0.0010263808,0.00077176874],"about_ca_topic_score_codex":0.000104268154,"about_ca_topic_score_gemma":0.00016906176,"teacher_disagreement_score":0.23400854,"about_ca_system_score_codex":0.0002370555,"about_ca_system_score_gemma":0.00004965048,"threshold_uncertainty_score":0.7072051},"labels":[],"label_agreement":null},{"id":"W1979818198","doi":"10.1017/s0033291799002536","title":"Community-based mental health care: to what extent are service costs associated with clinical, social and service history variables?","year":2000,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Capitation; Receipt; Mental health; Psychiatry; Medicine; Service (business); Quarter (Canadian coin); Family medicine; Payment; Finance","score_opus":0.16800671875656417,"score_gpt":0.4593102752170918,"score_spread":0.29130355646052764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979818198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86957794,0.0032688798,0.00001039945,0.117026895,0.0012930145,0.0013383451,0.000042002703,0.00017878794,0.007263718],"genre_scores_gemma":[0.70618206,0.00020538518,0.00013450223,0.2920491,0.0002768221,0.00015862584,0.00046457574,0.000033757522,0.0004951915],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99556154,0.001873764,0.0007793509,0.0006756215,0.0004201123,0.00068958866],"domain_scores_gemma":[0.99785656,0.00046577648,0.0003575835,0.00052108394,0.00014708239,0.0006519183],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013464193,0.00038668874,0.0008455449,0.00009459046,0.0007862583,0.00002849349,0.00042719653,0.00030214305,0.0057762926],"category_scores_gemma":[0.000032071966,0.00027165085,0.000050212595,0.0005198725,0.00026626635,0.00012880727,0.000053943102,0.000855779,0.00023142282],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008103943,0.009284779,0.011949974,0.00036061957,0.00036421945,0.00014805121,0.038142636,0.0000024230606,0.000019353092,0.00028159993,0.28190777,0.6494346],"study_design_scores_gemma":[0.020518279,0.009648494,0.8359588,0.0016984773,0.000139778,0.000036124144,0.018719716,0.000014564238,0.0000010550366,0.00006819283,0.11255423,0.0006423353],"about_ca_topic_score_codex":0.0025424326,"about_ca_topic_score_gemma":0.0020155145,"teacher_disagreement_score":0.82400876,"about_ca_system_score_codex":0.0008108355,"about_ca_system_score_gemma":0.000023025996,"threshold_uncertainty_score":0.9999736},"labels":[],"label_agreement":null},{"id":"W1979885312","doi":"10.1016/s0140-6736(11)61093-3","title":"Human resources for mental health care: current situation and strategies for action","year":2011,"lang":"en","type":"article","venue":"The Lancet","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1006,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Mental health; Psychological intervention; Context (archaeology); Human resources; Global mental health; Medicine; Health care; Developing country; Action (physics); Nursing; Psychiatry; Economic growth; Political science; Economics","score_opus":0.21799618836595558,"score_gpt":0.46924712328075885,"score_spread":0.25125093491480327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979885312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901466,0.0026910787,0.00022610836,0.0017771277,0.00062262587,0.001348344,0.00011307372,0.000041969422,0.0030330867],"genre_scores_gemma":[0.99843997,0.000053600634,0.00018468,0.0002687555,0.0004939164,0.00030714774,0.00008346862,0.0000074181457,0.00016101981],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99953645,0.000038381986,0.000101839665,0.000114960305,0.000038590104,0.0001697612],"domain_scores_gemma":[0.9997471,0.00002122006,0.000081057675,0.00011503127,0.000011017792,0.000024563224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014771434,0.000060325343,0.00011571157,0.000016566857,0.0003864312,0.000021692578,0.00007093473,0.000019671428,0.00003873648],"category_scores_gemma":[9.3291465e-7,0.000040443952,0.000018838578,0.000019062096,0.000026026324,0.00006339711,0.000009122806,0.00003662335,0.0000040757322],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019932433,0.00033014646,0.005794098,0.0009999382,0.00009606194,2.2019915e-7,0.21221428,3.4608112e-7,0.00017599488,0.107902415,0.15576406,0.5147292],"study_design_scores_gemma":[0.016898265,0.0044506397,0.44510216,0.00020293573,0.000120189026,0.000008858615,0.098818205,0.000063304455,0.00068180624,0.052661795,0.38046727,0.0005245771],"about_ca_topic_score_codex":0.0002678389,"about_ca_topic_score_gemma":0.00036658157,"teacher_disagreement_score":0.5142046,"about_ca_system_score_codex":0.00003352391,"about_ca_system_score_gemma":0.00000691536,"threshold_uncertainty_score":0.29721555},"labels":[],"label_agreement":null},{"id":"W1979898286","doi":"10.1186/1471-244x-9-56","title":"The development of a knowledge test of depression and its treatment for patients suffering from non-psychotic depression: a psychometric assessment","year":2009,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Cronbach's alpha; Psychology; Depression (economics); Clinical psychology; Psychometrics; Content validity; Test (biology); Reliability (semiconductor); Psychiatry; Convergent validity; Item analysis; Internal consistency","score_opus":0.040374106529443225,"score_gpt":0.38336869625525727,"score_spread":0.34299458972581404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979898286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98592824,0.006876263,0.00071024924,0.000049275335,0.0018976551,0.0018465386,0.000060850674,0.000024566236,0.0026063505],"genre_scores_gemma":[0.9855346,0.000099230245,0.013506568,0.000023752536,0.00012624603,0.00037613433,0.000055088498,0.000024297615,0.00025409873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979879,0.000071647235,0.00081957143,0.000512722,0.00022127565,0.00038683013],"domain_scores_gemma":[0.99838436,0.00047283407,0.00046071073,0.00043898253,0.000090830734,0.00015225781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020720158,0.00030021305,0.00041127243,0.00020206271,0.0003916797,0.00002066606,0.00026759587,0.00013370135,0.00004739218],"category_scores_gemma":[0.000022500559,0.00019356045,0.00011873229,0.0003580581,0.000028486873,0.00007834178,0.00003863555,0.00008426148,0.000009723951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056255306,0.00434183,0.82850957,0.00010947478,0.00007948836,5.917062e-8,0.00079120643,6.233458e-7,0.00013148446,0.000108264896,0.0003138745,0.16505156],"study_design_scores_gemma":[0.0070428103,0.0011510615,0.9893032,0.00031760227,0.0000795024,7.5534734e-7,0.00022765582,0.00015196545,0.00070943794,0.00040516973,0.0004256235,0.00018525697],"about_ca_topic_score_codex":0.000021447286,"about_ca_topic_score_gemma":0.000121270285,"teacher_disagreement_score":0.1648663,"about_ca_system_score_codex":0.00009382343,"about_ca_system_score_gemma":0.00011813324,"threshold_uncertainty_score":0.7893166},"labels":[],"label_agreement":null},{"id":"W1980039722","doi":"10.4088/pcc.10m01013","title":"Rates of Detection of Mood and Anxiety Disorders in Primary Care","year":2011,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"NOSM University","funders":"","keywords":"Anxiety; Primary care; Mood; Psychiatry; Clinical psychology; Mood disorders; Psychology; Medicine; Family medicine","score_opus":0.024740977759416468,"score_gpt":0.2987645364917273,"score_spread":0.2740235587323108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980039722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96586555,0.005126566,0.00016808929,0.000044105134,0.0003340861,0.0014011842,0.000079922924,0.00002689983,0.026953615],"genre_scores_gemma":[0.99880195,0.0006112837,0.00012652727,0.000042746316,0.000012184604,0.00017042729,0.00017881901,0.000024768673,0.000031289248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989124,0.00010886408,0.000352592,0.0002634075,0.000114373295,0.0002483456],"domain_scores_gemma":[0.9993451,0.00008159487,0.00019317798,0.000286885,0.00005282972,0.00004041301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011859662,0.00017736742,0.0003024902,0.000113819195,0.00012724742,0.000005009914,0.0002089703,0.00008939606,0.000041293755],"category_scores_gemma":[0.0000035309592,0.00014010495,0.000106113584,0.00019076942,0.00017263507,0.000101370446,0.00007322324,0.00010901065,0.000002153357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015609369,0.0006339739,0.5259562,0.002354428,0.000113216905,1.4104283e-7,0.050293036,0.000009691419,0.00075687043,0.0008646165,0.000047738544,0.41740912],"study_design_scores_gemma":[0.0029417817,0.00056844513,0.9714737,0.00007204442,0.00006491927,0.0000012256617,0.021816207,0.000014254478,0.0013645123,0.001119634,0.00038534135,0.00017792518],"about_ca_topic_score_codex":0.0015174831,"about_ca_topic_score_gemma":0.0031421965,"teacher_disagreement_score":0.44551748,"about_ca_system_score_codex":0.00010991495,"about_ca_system_score_gemma":0.000026351796,"threshold_uncertainty_score":0.5713314},"labels":[],"label_agreement":null},{"id":"W1980164187","doi":"10.1016/j.janxdis.2013.09.002","title":"Dissemination of psychosocial treatments for anxiety: The importance of taking a broad perspective","year":2013,"lang":"en","type":"article","venue":"Journal of Anxiety Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dissemination; Psychosocial; Perspective (graphical); Information Dissemination; Anxiety; Psychology; Psychotherapist; Medical education; Psychiatry; Medicine; Computer science","score_opus":0.01706307948696199,"score_gpt":0.38109305227460477,"score_spread":0.36402997278764276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980164187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98863477,0.0018400003,0.00017177513,0.0027538764,0.00046213553,0.0008563524,0.00002419646,0.0000046319524,0.0052522738],"genre_scores_gemma":[0.99819374,0.00083550526,0.00030642014,0.000084963525,0.000110097775,0.000062799445,0.000004561509,0.0000156483,0.0003862642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988175,0.000060356902,0.0005539053,0.00013620111,0.00022716014,0.00020485978],"domain_scores_gemma":[0.99796414,0.00014643586,0.0014166523,0.00015039764,0.00027057793,0.000051784253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022895764,0.00013290915,0.0002821736,0.00007252043,0.00011971475,0.000012700371,0.00020901908,0.00007736732,0.00047561145],"category_scores_gemma":[0.00005310273,0.000086979715,0.00028634505,0.0001837066,0.00009731555,0.0002165507,0.0000126683435,0.000110334804,0.0000033092588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095852645,0.002253531,0.65469295,0.00010122298,0.0011192962,7.773642e-7,0.025350146,0.0000056343624,0.0010062492,0.004598582,0.01987452,0.29003856],"study_design_scores_gemma":[0.0038268883,0.0014664741,0.938115,0.00018957585,0.00034248084,0.000018949399,0.041721355,0.000045813085,0.00053234247,0.012120577,0.0014339581,0.00018656524],"about_ca_topic_score_codex":0.00032865323,"about_ca_topic_score_gemma":0.00008262925,"teacher_disagreement_score":0.28985196,"about_ca_system_score_codex":0.0001014332,"about_ca_system_score_gemma":0.0000291276,"threshold_uncertainty_score":0.5207612},"labels":[],"label_agreement":null},{"id":"W1980206364","doi":"10.1177/002076400104700301","title":"Transcultural Psychiatry: Some Social and Epidemiological Research Issues","year":2001,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Epidemiology; Social psychiatry; Psychiatry; Psychology; Psychiatric epidemiology; Medicine; Mental health","score_opus":0.1549955430906257,"score_gpt":0.5311905688918035,"score_spread":0.3761950258011778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980206364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8514321,0.003604411,0.000017846742,0.12700635,0.010005553,0.00014991274,0.000018624929,0.000019892734,0.0077453284],"genre_scores_gemma":[0.98191863,0.00037660007,0.00074403576,0.0016432757,0.013624563,0.000011914086,0.000012488988,0.000018331675,0.0016501483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9972977,0.0005777506,0.0007329126,0.00024173062,0.00073375413,0.00041616976],"domain_scores_gemma":[0.99896723,0.0001262344,0.00035674084,0.00006263385,0.0003483452,0.00013881984],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014798838,0.00017851591,0.0003597516,0.00024221376,0.0005787534,0.00008357515,0.00052774086,0.00024371174,0.0011828848],"category_scores_gemma":[0.000037688984,0.00013622848,0.00025575253,0.00017866238,0.00027102546,0.00033661615,0.00004641858,0.00083573157,0.00007833166],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027818368,0.0016634238,0.32065862,0.000029684428,0.0009211828,0.00012477978,0.008587957,4.0904433e-7,0.00006108357,0.42649257,0.20071475,0.037963707],"study_design_scores_gemma":[0.0036728233,0.0005176707,0.8453507,0.00006177293,0.000050669736,0.0004720447,0.008501982,0.0000025906954,0.0000027025412,0.10684409,0.034298662,0.00022433286],"about_ca_topic_score_codex":0.00018975166,"about_ca_topic_score_gemma":0.000081865604,"teacher_disagreement_score":0.52469206,"about_ca_system_score_codex":0.000109058885,"about_ca_system_score_gemma":0.00007045114,"threshold_uncertainty_score":0.99973017},"labels":[],"label_agreement":null},{"id":"W1980288120","doi":"10.1016/j.ajp.2015.04.003","title":"A questionnaire survey of Japanese non-psychiatrists’ attitudes on management of depression in a general hospital","year":2015,"lang":"en","type":"letter","venue":"Asian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Domestic violence; Psychiatry; Depression (economics); Population; Medicine; Disease; Psychological abuse; Psychology; Suicide prevention; Sexual abuse; Clinical psychology; Marital status; Poison control; Family medicine; Medical emergency; Environmental health","score_opus":0.023233072837430393,"score_gpt":0.3526701874072804,"score_spread":0.32943711456985003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980288120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86771345,0.0084328735,0.00001874372,0.089367054,0.02052971,0.0012657895,0.00016454823,0.000015295358,0.012492554],"genre_scores_gemma":[0.9868958,0.00010239016,0.0016798851,0.0076455567,0.0022396464,0.000028532215,0.00010454211,0.000085582724,0.0012180788],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9960175,0.0005625145,0.0017366228,0.00042275208,0.00081141794,0.00044915263],"domain_scores_gemma":[0.99657637,0.00003825175,0.0023831897,0.0006075247,0.00024130972,0.00015337691],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010288522,0.00045255935,0.0010273918,0.00071092247,0.000048861886,0.000017472481,0.00073767756,0.0006218793,0.00021129294],"category_scores_gemma":[0.0000101815995,0.00037055672,0.00031474166,0.00042734388,0.00009264059,0.00012440754,0.00006180269,0.001326749,0.00003539396],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000851176,0.0016664851,0.48702794,0.0011368272,0.00048735266,0.00040568176,0.0009635364,0.000004531988,3.6649917e-7,0.00004100021,0.5038138,0.0036013264],"study_design_scores_gemma":[0.0042875516,0.0020181423,0.98670113,0.004759649,0.00017907203,0.000078919715,0.0005989688,0.0000012737045,0.0000021541507,0.00027029467,0.0007753576,0.0003274672],"about_ca_topic_score_codex":0.0008086844,"about_ca_topic_score_gemma":0.00023738596,"teacher_disagreement_score":0.5030384,"about_ca_system_score_codex":0.00014717653,"about_ca_system_score_gemma":0.00017718624,"threshold_uncertainty_score":0.99987465},"labels":[],"label_agreement":null},{"id":"W1981207952","doi":"10.1002/pds.746","title":"A framework for describing the impact of antidepressant medications on population health status","year":2002,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Antidepressant; Population; Depression (economics); Public health; Mental health; Psychiatry; Population health; Environmental health; Gerontology; Anxiety; Nursing","score_opus":0.18456832944810356,"score_gpt":0.4870196325027054,"score_spread":0.3024513030546019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981207952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.938137,0.014683973,0.0119575905,0.029702539,0.0009309228,0.0022845746,0.00035759018,0.00008101108,0.0018647892],"genre_scores_gemma":[0.9939814,0.0019931935,0.0009912483,0.0025815242,0.0001376378,0.00012919997,0.00009090769,0.000011784286,0.00008306189],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977401,0.0009410819,0.00054340856,0.0002708654,0.00006104904,0.00044353376],"domain_scores_gemma":[0.994636,0.0045999167,0.0003713123,0.00021689819,0.000021608974,0.00015427399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015914099,0.00014372315,0.0003529463,0.00006332039,0.000478952,0.0000032567793,0.00010968568,0.00007904925,0.0006993453],"category_scores_gemma":[0.00022426798,0.00008721265,0.00010784491,0.00011069738,0.00010858164,0.000054671753,0.000020471733,0.00022768497,0.000014038193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071712676,0.00046924007,0.7263442,0.00006359683,0.00030162363,8.5392514e-7,0.003552892,0.00018184034,0.0000063399384,0.0681901,0.028266018,0.17190614],"study_design_scores_gemma":[0.0015552448,0.0002776861,0.98236036,0.00008845147,0.000056911522,0.000005871929,0.00023730821,0.0035040958,0.0000094643065,0.010620556,0.0011663238,0.00011771122],"about_ca_topic_score_codex":0.0029422434,"about_ca_topic_score_gemma":0.000026365602,"teacher_disagreement_score":0.25601614,"about_ca_system_score_codex":0.00007164689,"about_ca_system_score_gemma":0.000011424582,"threshold_uncertainty_score":0.76573414},"labels":[],"label_agreement":null},{"id":"W1981391395","doi":"10.1016/s0163-8343(02)00197-4","title":"Determinants of the diagnosis of psychological problems by primary care physicians in patients with normal GHQ-28 scores","year":2002,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"General Health Questionnaire; Somatization; Psychosocial; Anxiety; Medicine; Psychiatry; Mental health; Depression (economics); Clinical psychology; Gold standard (test); Psychology","score_opus":0.011528880645028841,"score_gpt":0.27474622838877416,"score_spread":0.26321734774374533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981391395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99262524,0.0019851322,5.185427e-7,0.00013447911,0.0015013347,0.0010268635,0.00019945882,0.000015743595,0.0025112587],"genre_scores_gemma":[0.9988616,0.00003984542,0.00018614344,0.0003188393,0.000089553716,0.00019145463,0.000051824332,0.00002653289,0.000234214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830985,0.00008772001,0.00048980245,0.00039995465,0.00030158987,0.00041106695],"domain_scores_gemma":[0.99909467,0.00001669664,0.00034544896,0.00043761707,0.000047789526,0.000057787263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040423623,0.00024040969,0.00035392446,0.00005904004,0.00008982401,0.0000079612455,0.00039556567,0.00013413999,0.00018562748],"category_scores_gemma":[0.0000016250974,0.00015439231,0.00011700098,0.00030847028,0.00017609239,0.00011859233,0.00006466274,0.00017640246,0.000016261283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012261014,0.003788342,0.9674618,0.00016820287,0.000021008867,0.0000011163016,0.0009649952,0.000004674093,0.0000039244615,0.000036385078,0.004453204,0.022973742],"study_design_scores_gemma":[0.0029194371,0.002171035,0.99410725,0.00023305042,0.00002571167,5.634612e-7,0.0001526996,0.0000034780126,0.00010879053,0.00004815422,0.000038882717,0.00019093773],"about_ca_topic_score_codex":0.00023678504,"about_ca_topic_score_gemma":0.00015949966,"teacher_disagreement_score":0.026645465,"about_ca_system_score_codex":0.00004637231,"about_ca_system_score_gemma":0.000007710342,"threshold_uncertainty_score":0.6295936},"labels":[],"label_agreement":null},{"id":"W1981398130","doi":"10.1016/s0149-2918(01)80012-6","title":"Using forecasting models to estimate the effects of changes in the composition of claims for selective serotonin reuptake inhibitors on expenditures","year":2001,"lang":"en","type":"article","venue":"Clinical Therapeutics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University; Centre for Addiction and Mental Health","funders":"","keywords":"Paroxetine; Sertraline; Fluoxetine; Fluvoxamine; Antidepressant; Medicine; Population; Defined daily dose; Psychiatry; Reuptake inhibitor; Drug; Pharmacology; Serotonin; Internal medicine; Environmental health","score_opus":0.3467348489353165,"score_gpt":0.5303455658047589,"score_spread":0.18361071686944241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981398130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99519396,0.000203951,0.00085210154,0.00064943306,0.0005044629,0.002184769,0.000008397217,0.000009602058,0.00039333233],"genre_scores_gemma":[0.9974625,0.00003473305,0.0006790081,0.001421184,0.0001613155,0.00020103088,0.0000069710786,0.000016623195,0.00001661999],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986071,0.0003735367,0.00045550012,0.00019787853,0.00013513761,0.00023083798],"domain_scores_gemma":[0.9964732,0.002978739,0.00025139877,0.00022832351,0.000038256814,0.0000300927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074574084,0.00012565995,0.0002714677,0.000053983447,0.00012090173,0.0000093495,0.00020327848,0.0001213341,0.0000040742807],"category_scores_gemma":[0.000017179747,0.00007167362,0.00008762777,0.00015381204,0.00008163297,0.000030673153,0.000022160122,0.00018107827,0.0000011067472],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0170745,0.009728232,0.08922588,0.0010071268,0.0011220892,0.000059819547,0.061067246,0.008982714,0.008250941,0.024517186,0.00088143174,0.77808285],"study_design_scores_gemma":[0.039021134,0.06274656,0.22907495,0.0076060146,0.0020580296,0.00013387042,0.015751546,0.27680868,0.23529509,0.12564401,0.003516329,0.002343777],"about_ca_topic_score_codex":0.000033195596,"about_ca_topic_score_gemma":0.000050207906,"teacher_disagreement_score":0.7757391,"about_ca_system_score_codex":0.000031582924,"about_ca_system_score_gemma":0.000009669014,"threshold_uncertainty_score":0.29227653},"labels":[],"label_agreement":null},{"id":"W1981510867","doi":"10.1111/j.1939-0025.2011.01143.x","title":"Advocacy: Critical component in a comprehensive mental health system.","year":2012,"lang":"en","type":"article","venue":"American Journal of Orthopsychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Stigma (botany); Mental illness; Consumer Advocacy; Civil rights; Mental health; Psychology; Public relations; Rehabilitation; Inclusion (mineral); Patient advocacy; Social psychology; Nursing; Political science; Psychotherapist; Medicine; MEDLINE; Psychiatry; Law","score_opus":0.02266726628819927,"score_gpt":0.37929549480331365,"score_spread":0.3566282285151144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981510867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780049,0.007575951,0.00010138757,0.006254482,0.005897727,0.00029169972,0.000017920833,0.000021629157,0.0018343525],"genre_scores_gemma":[0.99438095,0.00007385431,0.0028814033,0.0019549914,0.00062908186,0.000012290638,0.000007715511,0.000027994327,0.000031719243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718374,0.0005567834,0.0010082991,0.00017765485,0.00034195135,0.0007315491],"domain_scores_gemma":[0.9982722,0.00015393161,0.00072778383,0.00021672815,0.000060164482,0.0005691897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005025588,0.0002171174,0.0006780527,0.00028124012,0.00015821202,0.000015465914,0.00020971186,0.00004209974,0.00021086705],"category_scores_gemma":[0.000006397332,0.00018224366,0.00017319912,0.00035852566,0.0002131708,0.00020354959,0.000036446458,0.0003960991,0.00010483273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011950807,0.0027340725,0.8743309,0.00018527593,0.00017262614,0.00007560955,0.0076914555,0.0000020435243,0.00001904217,0.0070822826,0.008018885,0.09849276],"study_design_scores_gemma":[0.0032751728,0.002538849,0.92607456,0.00054982817,0.000041977328,0.0021529205,0.0546218,0.000008500894,0.000004114672,0.000031648888,0.010400781,0.00029984937],"about_ca_topic_score_codex":0.0006285201,"about_ca_topic_score_gemma":0.000023740435,"teacher_disagreement_score":0.09819291,"about_ca_system_score_codex":0.00030271563,"about_ca_system_score_gemma":0.0001224638,"threshold_uncertainty_score":0.7431681},"labels":[],"label_agreement":null},{"id":"W1981648816","doi":"10.1017/ipm.2013.48","title":"An analysis of 100 referrals for depression from primary care to an adult mental health service","year":2013,"lang":"en","type":"article","venue":"Irish Journal of Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Irish College of General Practitioners","keywords":"Referral; Mental health; Medicine; Depression (economics); Mood; Mental illness; Psychiatry; Antidepressant; Family medicine; Anxiety","score_opus":0.1282041922669084,"score_gpt":0.5015206405136362,"score_spread":0.37331644824672783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981648816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98637664,0.002451561,0.00036766595,0.007651583,0.0009124582,0.00088313036,0.00015451125,0.00001941004,0.0011830422],"genre_scores_gemma":[0.97788525,0.00013980214,0.0040253806,0.016714927,0.00055037945,0.000053221156,0.00057147385,0.000018711433,0.00004087429],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99711233,0.00038674573,0.0012327355,0.00043184514,0.00045320226,0.0003831505],"domain_scores_gemma":[0.9971596,0.00017098864,0.00087980286,0.00046408665,0.0005544188,0.00077108986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050912244,0.00022680324,0.0010207306,0.00039888825,0.00013625366,0.000014456079,0.00054314866,0.00017524138,0.0035745462],"category_scores_gemma":[0.00003491755,0.00013978177,0.00015167597,0.0006035373,0.000062408486,0.00024777904,0.000026691023,0.00023709294,0.00002055913],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062619844,0.0048855864,0.11160151,0.00021899639,0.0013103286,0.000044868637,0.023531035,0.000025280482,0.008749179,0.00005662576,0.10771808,0.73559654],"study_design_scores_gemma":[0.004962351,0.009713654,0.9754812,0.0003721601,0.00040705007,0.000020774027,0.007817581,0.000036422272,0.00009084695,0.00018533067,0.0007542704,0.00015836139],"about_ca_topic_score_codex":0.002413472,"about_ca_topic_score_gemma":0.00015636251,"teacher_disagreement_score":0.8638797,"about_ca_system_score_codex":0.00013775185,"about_ca_system_score_gemma":0.000012984031,"threshold_uncertainty_score":0.9973363},"labels":[],"label_agreement":null},{"id":"W1982292410","doi":"10.1080/01634370903235439","title":"Remission From Depressive Symptoms Among Older Adults With Mood Disorders: Findings of a Representative Community Sample","year":2009,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mood; CIDI; Depression (economics); Anxiety; Psychiatry; Medicine; Logistic regression; Mood disorders; Clinical psychology; Psychology; Anxiety disorder; Internal medicine","score_opus":0.030809964540462767,"score_gpt":0.3596844944398285,"score_spread":0.3288745298993657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982292410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99536,0.000383448,0.00038703007,0.0008586104,0.00015872522,0.0003164753,0.0000169106,0.000015447176,0.002503308],"genre_scores_gemma":[0.9990581,0.000017371884,0.0005545164,0.00009957185,0.00015585043,0.0000073236065,0.000016815078,0.000008470241,0.00008192875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798673,0.00062288163,0.0005855889,0.00017656479,0.00032442706,0.00030379955],"domain_scores_gemma":[0.9979299,0.0008130982,0.00083838316,0.00016260202,0.00010360659,0.00015244713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024913918,0.00018732579,0.00055813,0.000048113787,0.00047544055,0.000021613341,0.00034517844,0.00023812662,0.0010129418],"category_scores_gemma":[0.000105509316,0.000119265176,0.00017130555,0.0002670221,0.00019933682,0.00016955481,0.00004275587,0.0006698588,0.0000037529364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054742745,0.0021611464,0.9109269,0.000012540012,0.0002488317,0.000034101842,0.022913234,0.0000018378936,0.000014197167,0.0001739656,0.0015505978,0.056488387],"study_design_scores_gemma":[0.0034516782,0.0014142601,0.98594403,0.0003354248,0.00008442793,0.0000040805894,0.005205036,8.8866415e-7,0.00008456714,0.003331794,0.00002029197,0.0001234943],"about_ca_topic_score_codex":0.0011297106,"about_ca_topic_score_gemma":0.00021579699,"teacher_disagreement_score":0.07501718,"about_ca_system_score_codex":0.000090924055,"about_ca_system_score_gemma":0.000013793027,"threshold_uncertainty_score":0.9999003},"labels":[],"label_agreement":null},{"id":"W1982744115","doi":"10.1016/j.jad.2009.11.009","title":"The development and psychometric assessment of an instrument to measure attitudes towards depression and its treatments in patients suffering from non-psychotic depression","year":2009,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Cronbach's alpha; Psychology; Clinical psychology; Depression (economics); Psychometrics; Internal consistency; Psychiatry; Shame; Social psychology","score_opus":0.024290603720704178,"score_gpt":0.3698977976403548,"score_spread":0.3456071939196506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982744115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99701375,0.0012425756,0.000102858496,0.00007327601,0.00034387902,0.0008041439,0.000004404254,0.000004086639,0.00041101623],"genre_scores_gemma":[0.99900234,0.00017786527,0.0007056007,0.000041184554,0.000018309409,0.00002961962,0.0000049168043,0.000011647253,0.000008516241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842197,0.0001833427,0.00048158955,0.00027493347,0.00039118025,0.00024699204],"domain_scores_gemma":[0.9991469,0.00011862195,0.0003405259,0.0001361379,0.00007823239,0.00017961788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037457416,0.00020637282,0.00032500943,0.0003556132,0.00018337229,0.00003535665,0.00015651953,0.00007566297,0.000011926136],"category_scores_gemma":[0.000028892675,0.00013189449,0.000039678987,0.00033006482,0.000018987217,0.0002396155,0.000036345664,0.00016808578,7.557563e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004518784,0.0010034322,0.5244285,0.000008701533,0.00007349054,0.0000013480005,0.0010434103,0.00000828408,0.000082200466,0.0000029123994,0.0000053967233,0.47289047],"study_design_scores_gemma":[0.0057158354,0.001826407,0.9907981,0.00028621068,0.00003638303,0.0000015234216,0.0004380935,0.00003082938,0.0006286614,0.000108001,0.000011967379,0.000117992924],"about_ca_topic_score_codex":0.00012071536,"about_ca_topic_score_gemma":0.00024398064,"teacher_disagreement_score":0.47277248,"about_ca_system_score_codex":0.00018783321,"about_ca_system_score_gemma":0.000033236403,"threshold_uncertainty_score":0.5378501},"labels":[],"label_agreement":null},{"id":"W1983246228","doi":"10.1016/s2215-0366(15)00183-2","title":"WHO's Global Clinical Practice Network for mental health","year":2015,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental health; MEDLINE; Data science; Clinical Practice; Computer science; Medicine; Psychiatry; Family medicine; Political science","score_opus":0.125175229275504,"score_gpt":0.4983268709250374,"score_spread":0.3731516416495334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983246228","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015085726,0.017776588,0.000058507725,0.8851737,0.045276802,0.0025317697,0.001317772,0.00014834279,0.047565702],"genre_scores_gemma":[0.000030414325,0.00042045573,0.0061625,0.8587613,0.12416106,0.0003206957,0.0016830254,0.000075821146,0.008384696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99488384,0.0012584673,0.0010697778,0.0008147381,0.0004916027,0.0014815854],"domain_scores_gemma":[0.99654686,0.0006472914,0.0011618938,0.001351384,0.0000863817,0.00020620132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029672808,0.0005009984,0.0012119376,0.000024104882,0.00059119705,0.000091769645,0.0010973819,0.00085974374,0.00032373623],"category_scores_gemma":[0.00005111225,0.00034315087,0.00034568703,0.00022276609,0.00015204195,0.00011071122,0.00012335999,0.0019078921,0.0007021204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011231139,0.00023025564,0.0052327476,0.00019066488,0.00044853968,0.000012518758,0.00017166298,3.7745733e-7,4.5949944e-10,0.0040616877,0.9764275,0.012100953],"study_design_scores_gemma":[0.0034980197,0.0007874219,0.0023040504,0.00019594557,0.00015734741,0.000095593736,0.00021795895,0.0000043285413,2.7550888e-9,0.008463618,0.9839619,0.0003138419],"about_ca_topic_score_codex":0.00039739988,"about_ca_topic_score_gemma":0.00023340227,"teacher_disagreement_score":0.07888425,"about_ca_system_score_codex":0.0002978291,"about_ca_system_score_gemma":0.00042641186,"threshold_uncertainty_score":0.99990207},"labels":[],"label_agreement":null},{"id":"W1983554757","doi":"10.2190/yn2k-thq1-33va-hqmq","title":"Public Awareness about Depression: The Effectiveness of a Patient Guideline","year":2004,"lang":"en","type":"article","venue":"The International Journal of Psychiatry in Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"U.S. National Library of Medicine","keywords":"Guideline; Depression (economics); Medicine; History of depression; Psychiatry; Psychology; Clinical psychology; Cognition; Pathology","score_opus":0.03688942396703055,"score_gpt":0.40535764115787926,"score_spread":0.3684682171908487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983554757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94014746,0.0071825907,0.00060539535,0.03878271,0.010051863,0.00028068095,0.0000048000666,0.00000481427,0.0029397134],"genre_scores_gemma":[0.9974452,0.000119102464,0.00019748847,0.0012631477,0.0009206918,0.000018010607,0.0000070646056,0.000009918186,0.00001936112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977229,0.00035345773,0.00096096756,0.00011517927,0.000689254,0.00015822015],"domain_scores_gemma":[0.99823225,0.0004158943,0.0007048404,0.00022964281,0.00035733043,0.000060068258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022369302,0.00012160018,0.00026299627,0.00019159084,0.00007874874,0.000010610799,0.00089181995,0.000049512575,0.00044512443],"category_scores_gemma":[0.00012351864,0.00005432867,0.00008478517,0.00021176558,0.00015711831,0.00009451705,0.00005914175,0.00028661985,0.000007266889],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00914645,0.0037367481,0.73743963,0.00019464351,0.0014317803,0.0002773424,0.007806238,0.0015275858,0.0006716988,0.11502823,0.011627132,0.11111249],"study_design_scores_gemma":[0.025553761,0.0027798454,0.81236005,0.0064366376,0.00020219653,0.001711132,0.009562824,0.000030873514,0.0011137204,0.13423452,0.005728682,0.00028574158],"about_ca_topic_score_codex":0.0006360358,"about_ca_topic_score_gemma":0.0001918005,"teacher_disagreement_score":0.11082675,"about_ca_system_score_codex":0.0001182795,"about_ca_system_score_gemma":0.00012942762,"threshold_uncertainty_score":0.48738003},"labels":[],"label_agreement":null},{"id":"W1983941562","doi":"10.1016/j.ijgo.2006.04.025","title":"Women's mental health: A silent cause of mortality and morbidity","year":2006,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Mental health; Anxiety; Psychiatry; Context (archaeology); Depression (economics)","score_opus":0.06199496662109379,"score_gpt":0.39508036687608655,"score_spread":0.3330854002549928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983941562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98845357,0.0023025027,0.00003092752,0.0013851946,0.0065938407,0.00017323962,0.00008228648,0.000007258428,0.0009711798],"genre_scores_gemma":[0.9983799,0.00035458704,0.00014356959,0.00046543486,0.00021002584,0.0000088187135,0.00001880395,0.000009788227,0.0004090752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981382,0.0001509292,0.00087487313,0.00015736329,0.0004101312,0.00026853726],"domain_scores_gemma":[0.99769056,0.00081150327,0.0009976989,0.00011400283,0.00025495974,0.00013128432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048724597,0.00012861837,0.0003473432,0.00035741075,0.000071334965,0.000016407219,0.00028293984,0.00009656734,0.00063338736],"category_scores_gemma":[0.00018961304,0.00011345265,0.00008176616,0.00015876592,0.00011591482,0.0001390204,0.00007171611,0.00020001132,0.000011201892],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031649726,0.0027543402,0.93791187,0.000050989845,0.0009073936,0.0005682077,0.00226053,0.000020017493,0.00014171012,0.005425368,0.010890597,0.038752485],"study_design_scores_gemma":[0.0032106899,0.0008488813,0.986269,0.000027599825,0.000029505556,0.00023626923,0.00074095005,0.000016880524,0.00014784401,0.0012818677,0.0070855883,0.00010489747],"about_ca_topic_score_codex":0.00054718676,"about_ca_topic_score_gemma":0.00011253811,"teacher_disagreement_score":0.04835716,"about_ca_system_score_codex":0.00064352906,"about_ca_system_score_gemma":0.00009061655,"threshold_uncertainty_score":0.69351476},"labels":[],"label_agreement":null},{"id":"W1984427416","doi":"10.12968/bjon.2010.19.22.1387","title":"Improving offender health care","year":2010,"lang":"en","type":"editorial","venue":"British Journal of Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Prison; Project commissioning; Prison population; Health care; Nursing; Substance misuse; Mental health; Public health; Medicine; Substance use; Psychology; Psychiatry; Publishing; Political science; Criminology","score_opus":0.025578435498014834,"score_gpt":0.40155349947678337,"score_spread":0.37597506397876856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984427416","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019504379,0.056194045,0.00006730815,0.00023136957,0.9362647,0.00027947122,0.00014995427,0.000023731696,0.004839011],"genre_scores_gemma":[0.011135835,0.00054616516,0.0010589007,0.00014546924,0.9856153,0.000006981734,0.00020185055,0.00011275483,0.0011767086],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996994,0.00023186249,0.0010276505,0.0003308167,0.0007792526,0.0006364034],"domain_scores_gemma":[0.9970342,0.00022856615,0.0017510708,0.00021773415,0.00041615186,0.00035229555],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005781775,0.00027618738,0.00077137176,0.00021616342,0.0004606517,0.0002256345,0.000444833,0.0008535297,0.0004378641],"category_scores_gemma":[0.00011751845,0.00032010814,0.00026533983,0.00011099312,0.00009405769,0.00020837385,0.000024331443,0.0030400853,0.000024909616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006433809,0.000151166,0.0000047739436,0.00011271977,0.000036837413,0.00041734878,0.0010900632,4.9580784e-8,0.000002223811,0.0000036457147,0.5337509,0.46436593],"study_design_scores_gemma":[0.0043144943,0.0012357328,0.0007970099,0.00964791,0.0002298902,0.004056103,0.0048444057,7.381234e-7,0.0000152493,0.00016012033,0.97415704,0.0005412943],"about_ca_topic_score_codex":0.0014177016,"about_ca_topic_score_gemma":0.00022465346,"teacher_disagreement_score":0.46382463,"about_ca_system_score_codex":0.000836698,"about_ca_system_score_gemma":0.0005921845,"threshold_uncertainty_score":0.9999251},"labels":[],"label_agreement":null},{"id":"W1984489778","doi":"10.1007/s00127-011-0452-y","title":"Effects of labeling and interpersonal contact upon attitudes towards schizophrenia: implications for reducing mental illness stigma in urban China","year":2011,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Vignette; Social distance; Stigma (botany); Mental illness; Psychiatry; Indigenous; Social stigma; Mental health; Psychology; Help-seeking; Schizophrenia (object-oriented programming); Psychosis; Interpersonal communication; Clinical psychology; Medicine; Social psychology; Disease; Family medicine","score_opus":0.05079780856404345,"score_gpt":0.38643816150009414,"score_spread":0.33564035293605066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984489778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752121,0.015988335,0.0002648642,0.0029510008,0.0032761206,0.0012070953,0.000094264455,0.000038305152,0.0009679438],"genre_scores_gemma":[0.99353796,0.00045907512,0.0045675514,0.00038732184,0.00061786076,0.00031464465,0.00004629113,0.000029176093,0.000040131155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99740213,0.0005022649,0.0008327698,0.0006435161,0.000053696043,0.0005656066],"domain_scores_gemma":[0.99870056,0.0005223972,0.00043875867,0.00016416534,0.00002691694,0.00014720869],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009139618,0.0003047587,0.00076167716,0.0002432441,0.0005624466,0.000006785975,0.00019092021,0.00035083527,0.000055298682],"category_scores_gemma":[0.00007342998,0.00027998706,0.00015232482,0.0002714894,0.00016755494,0.00011062642,0.00005691407,0.00030811253,0.0000024458468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017398676,0.0008205051,0.8289389,0.00070930144,0.00019593032,6.967769e-7,0.0070302295,1.11459926e-7,0.000042699827,0.12665895,0.0012407459,0.032622088],"study_design_scores_gemma":[0.004702594,0.00071234454,0.96727425,0.000094675706,0.000121462916,0.000014562805,0.00062400044,0.0000112361895,0.000010309415,0.026095942,0.00007578116,0.00026282424],"about_ca_topic_score_codex":0.0018342964,"about_ca_topic_score_gemma":0.00029838496,"teacher_disagreement_score":0.13833538,"about_ca_system_score_codex":0.000043908436,"about_ca_system_score_gemma":0.00005940183,"threshold_uncertainty_score":0.99996525},"labels":[],"label_agreement":null},{"id":"W1984593740","doi":"10.1007/s00127-010-0329-5","title":"Comparing the rates of mental disorders among different linguistic groups in a representative Canadian population","year":2010,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"CIDI; Mental health; Psychology; Panic disorder; Anxiety; Psychiatry; Population; Epidemiology; Demography; Agoraphobia; Socioeconomic status; Clinical psychology; Medicine; Prevalence of mental disorders; Sociology","score_opus":0.04897789023181789,"score_gpt":0.40482966300324363,"score_spread":0.35585177277142577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984593740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98029894,0.0011522349,0.000010159374,0.0059022517,0.0068735443,0.000741737,0.000025717045,0.000017360338,0.0049780547],"genre_scores_gemma":[0.99838215,0.00007408055,0.00012369263,0.00043282888,0.0007065831,0.000094380506,0.00009682034,0.000017795666,0.00007165491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731696,0.0008172613,0.00078117783,0.00044043956,0.00008492145,0.00055923377],"domain_scores_gemma":[0.99857193,0.0006271669,0.0004103355,0.00021138541,0.000016986276,0.00016218006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095792144,0.00023489154,0.0005404762,0.00023251514,0.00061270344,0.00000969732,0.00024219333,0.0002697767,0.00019573055],"category_scores_gemma":[0.000105391926,0.00017440497,0.00012220959,0.00033642328,0.00032303945,0.000052954056,0.0000381652,0.00062123593,0.000006809751],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012377476,0.00017766807,0.91472954,0.000033259817,0.00005076075,4.784623e-7,0.0028435246,0.0000012455364,6.064434e-7,0.079604454,0.0010122265,0.0014224487],"study_design_scores_gemma":[0.001067222,0.00010053113,0.9456264,0.000011910834,0.000038353373,0.0000028680174,0.0018545905,0.000112437876,1.8424653e-7,0.050940055,0.00009750954,0.00014796498],"about_ca_topic_score_codex":0.2825757,"about_ca_topic_score_gemma":0.7319983,"teacher_disagreement_score":0.44942266,"about_ca_system_score_codex":0.00004324172,"about_ca_system_score_gemma":0.000034436074,"threshold_uncertainty_score":0.7222017},"labels":[],"label_agreement":null},{"id":"W1984615306","doi":"10.1016/s0140-6736(13)61611-6","title":"Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010","year":2013,"lang":"en","type":"review","venue":"The Lancet","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6077,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Years of potential life lost; Medicine; Burden of disease; Disease burden; Epidemiology; Comorbidity; Demography; Quality-adjusted life year; National Comorbidity Survey; Population; Gerontology; Environmental health; Psychiatry; Cost effectiveness; Life expectancy; Internal medicine","score_opus":0.1012455135588322,"score_gpt":0.406506201370438,"score_spread":0.3052606878116058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984615306","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28688803,0.6945891,0.0000022785316,0.0010220794,0.00056503067,0.0040334607,0.012745345,0.000024093359,0.00013062298],"genre_scores_gemma":[0.137878,0.8582815,0.00003532608,0.00018774456,0.0009230794,0.00082628115,0.0007999798,0.00004821482,0.0010198907],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729776,0.00050591666,0.0006576637,0.00058887526,0.0004019055,0.0005478591],"domain_scores_gemma":[0.9975113,0.00035188903,0.00042738346,0.0013442099,0.000038281494,0.00032693835],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029183994,0.00047940295,0.0016565182,0.000024789028,0.00020394784,0.00008898392,0.0012035475,0.00010240445,0.0005149627],"category_scores_gemma":[0.00004251206,0.0002611568,0.00021658393,0.0004075735,0.00018944657,0.00014432076,0.00032670333,0.0001810955,0.00013144956],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003540854,0.0018760465,0.49826956,0.005641211,0.0022551906,0.00004042807,0.0049108467,0.000007418287,1.7085527e-7,0.0016258768,0.11174742,0.370085],"study_design_scores_gemma":[0.0055781268,0.000608143,0.35426456,0.007752585,0.0044134,0.0000031940954,0.0022775428,0.000009730519,1.3224539e-7,0.0020496626,0.62208706,0.0009558772],"about_ca_topic_score_codex":0.0167708,"about_ca_topic_score_gemma":0.00083710614,"teacher_disagreement_score":0.5103396,"about_ca_system_score_codex":0.00018316475,"about_ca_system_score_gemma":0.00006763786,"threshold_uncertainty_score":0.9999841},"labels":[],"label_agreement":null},{"id":"W1984679278","doi":"10.1037/h0095005","title":"Perceived stigma and community integration among clients of assertive community treatment.","year":2002,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"3M (Canada)","funders":"","keywords":"Assertive community treatment; Community integration; Psychology; Stigma (botany); Psychosocial; Poverty; Perception; Social support; Context (archaeology); Social integration; Social environment; Unemployment; Clinical psychology; Psychiatry; Social psychology; Mental illness; Medicine; Mental health; Political science","score_opus":0.04882889868855482,"score_gpt":0.364454471684734,"score_spread":0.31562557299617916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984679278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920148,0.00041391334,0.0001137088,0.0004154746,0.0007386846,0.0005070595,0.000015172845,0.000023575436,0.005757562],"genre_scores_gemma":[0.9977778,0.00014146976,0.0014868997,0.00004404846,0.00007990833,0.000042516895,0.000018948807,0.0000149515645,0.00039344525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953097,0.003476136,0.0006649963,0.00013202988,0.00019502184,0.00022211866],"domain_scores_gemma":[0.997658,0.0011809462,0.00047731702,0.0003456532,0.0001651234,0.00017293819],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010023202,0.00018801766,0.0002900387,0.00029161724,0.0014798809,0.000045435638,0.00018293162,0.00010618201,0.00081311975],"category_scores_gemma":[0.00016495772,0.0001487809,0.0001230282,0.00031912458,0.00020577037,0.00034256882,0.000021297254,0.00079866126,0.000029264787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020340619,0.0043723653,0.8159267,0.000052045863,0.000100073325,9.831787e-7,0.07319983,0.000002920371,0.00005760868,0.0002569921,0.0008932278,0.104933895],"study_design_scores_gemma":[0.0025855477,0.004132023,0.9591416,0.00004915356,0.00007211786,0.000022919969,0.03180262,0.00010284412,0.000008743764,0.0019166906,0.000057526882,0.0001081698],"about_ca_topic_score_codex":0.0014352177,"about_ca_topic_score_gemma":0.00020571298,"teacher_disagreement_score":0.14321499,"about_ca_system_score_codex":0.00017907671,"about_ca_system_score_gemma":0.000010596672,"threshold_uncertainty_score":0.99982005},"labels":[],"label_agreement":null},{"id":"W1984834488","doi":"10.1007/s11013-015-9436-9","title":"Narrative Structures of Maya Mental Disorders","year":2015,"lang":"en","type":"article","venue":"Culture Medicine and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Narrative; Maya; Indigenous; Mental illness; Articulation (sociology); Mental health; Typology; Sociology; Plot (graphics); Ethnography; Psychology; Epistemology; Anthropology; Psychotherapist; Linguistics; Philosophy; Political science","score_opus":0.037128715890704496,"score_gpt":0.39273828816560463,"score_spread":0.35560957227490014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984834488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87108433,0.023431411,0.000011738328,0.009017233,0.004751921,0.00043225137,0.000015059203,0.000030277604,0.091225766],"genre_scores_gemma":[0.9946824,0.00013216505,0.0002713965,0.0010364024,0.0005448106,0.000017734808,0.000068382855,0.0000101367905,0.0032365771],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9992112,0.00005499147,0.00021677741,0.00020067467,0.00015439278,0.00016195494],"domain_scores_gemma":[0.999551,0.000011947906,0.00010765175,0.00013783999,0.000026017875,0.00016552326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009475383,0.00014588685,0.00022286303,0.000049436163,0.00009447947,0.00000358123,0.00008806929,0.00008856065,0.0007502375],"category_scores_gemma":[0.0000065660315,0.00008765217,0.000028382958,0.00012121445,0.00018084234,0.000050993734,0.000016428328,0.000116119634,0.00000959936],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037757188,0.00021851962,0.09108712,0.00010597315,0.00014331435,0.0000024210156,0.2226277,1.3451054e-7,0.000032817243,0.030669572,0.6402534,0.014481424],"study_design_scores_gemma":[0.015311129,0.0043534627,0.09291672,0.00033410304,0.00021741774,0.000082078484,0.6507146,0.000003963156,0.000058062782,0.06629886,0.16920738,0.0005022642],"about_ca_topic_score_codex":0.00029844686,"about_ca_topic_score_gemma":0.00017558699,"teacher_disagreement_score":0.47104606,"about_ca_system_score_codex":0.000010922993,"about_ca_system_score_gemma":0.00001591963,"threshold_uncertainty_score":0.82145745},"labels":[],"label_agreement":null},{"id":"W198690303","doi":"10.1177/070674371205700606","title":"Prevalence and Frequency of Mental Health Care Provided by General Practitioners: Differences between 2 National Data Sources for the Same Population","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Respondent; Health care; Medicine; Population; Survey data collection; Family medicine; Environmental health; Psychiatry","score_opus":0.06295354530993694,"score_gpt":0.37635622146466385,"score_spread":0.31340267615472694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W198690303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92951024,0.036614124,0.000033511038,0.029938128,0.0014853111,0.00059085863,0.0017266353,0.0000024769458,0.000098701996],"genre_scores_gemma":[0.9972425,0.00004861227,0.0010054659,0.0005429321,0.000851733,0.000010961836,0.0001996134,0.000008052574,0.0000901149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989712,0.00014671001,0.0003564502,0.00009735007,0.00019533868,0.00023289866],"domain_scores_gemma":[0.9988748,0.00012359135,0.0005678017,0.0001646459,0.00006153618,0.00020761768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006181053,0.00008749218,0.00013627525,0.00006326968,0.0006040933,0.000034498393,0.00035236156,0.00004254198,0.00009160614],"category_scores_gemma":[0.000019826834,0.000051110248,0.000032936823,0.000061404004,0.00008001851,0.00031244874,0.000012286188,0.00012786906,9.83349e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002188337,0.00002508179,0.9741475,0.00007443091,0.000089688045,4.7470763e-8,0.0029908621,2.55972e-7,0.0000011122128,0.0054666204,0.014971204,0.0022113346],"study_design_scores_gemma":[0.0005528087,0.00018818086,0.99284625,0.00007370256,0.000071895556,0.000023333017,0.002693315,0.000003938003,0.000002701213,0.0027187706,0.00075756,0.000067541514],"about_ca_topic_score_codex":0.037946433,"about_ca_topic_score_gemma":0.08708741,"teacher_disagreement_score":0.06773226,"about_ca_system_score_codex":0.00012105192,"about_ca_system_score_gemma":0.00047090225,"threshold_uncertainty_score":0.96845996},"labels":[],"label_agreement":null},{"id":"W1986966996","doi":"10.1097/00005650-200410000-00004","title":"Using Administrative Data to Measure Ambulatory Mental Health Service Provision in Primary Care","year":2004,"lang":"en","type":"article","venue":"Medical Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":273,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Mental health; Medicine; Stratified sampling; Health care; Service (business); Data collection; Family medicine; Business; Psychiatry; Statistics","score_opus":0.2148828555236553,"score_gpt":0.4822535239529374,"score_spread":0.26737066842928214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986966996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97993815,0.0066570714,0.000048702732,0.0065811435,0.00093630614,0.0017560316,0.0004468808,0.00006218765,0.0035735217],"genre_scores_gemma":[0.9881782,0.000010029814,0.0006683248,0.008910561,0.00016600222,0.000042942513,0.001980092,0.00002370995,0.000020118889],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99768645,0.00017082795,0.0003764162,0.0005875544,0.0007328312,0.00044589757],"domain_scores_gemma":[0.9987518,0.000023742976,0.00008028739,0.00055045646,0.000060347305,0.0005333402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027269626,0.00018822854,0.00029136246,0.000086274784,0.00020231043,0.000016928421,0.00050944457,0.00016487541,0.00033350356],"category_scores_gemma":[0.000017940141,0.00016308278,0.000025538291,0.00030665591,0.000035157642,0.00013096388,0.00027410762,0.000308689,0.00007818079],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016096818,0.0016891779,0.07115445,0.0041600787,0.00010496882,0.001133953,0.33484638,0.000024768251,0.00011024648,0.0004281133,0.0047053327,0.5800328],"study_design_scores_gemma":[0.032208685,0.004780427,0.58088946,0.010113091,0.0001005282,0.00026185616,0.3337051,0.0001018579,0.0004643703,0.00009154291,0.035308067,0.0019750262],"about_ca_topic_score_codex":0.0036365257,"about_ca_topic_score_gemma":0.009666759,"teacher_disagreement_score":0.5780578,"about_ca_system_score_codex":0.0013719336,"about_ca_system_score_gemma":0.00091368175,"threshold_uncertainty_score":0.6650322},"labels":[],"label_agreement":null},{"id":"W1987383454","doi":"10.1016/j.psym.2013.08.003","title":"Integrated Models of Care for Medical Inpatients With Psychiatric Disorders: A Systematic Review","year":2014,"lang":"en","type":"review","venue":"Psychosomatics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Psychiatry; MEDLINE; Randomized controlled trial; Inclusion (mineral); Psychology","score_opus":0.040960771763766314,"score_gpt":0.4111704685577161,"score_spread":0.37020969679394977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987383454","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003505588,0.9774613,0.002828787,0.00004703216,0.0010160543,0.0153726125,0.00024199348,0.00006808399,0.0029606537],"genre_scores_gemma":[0.000032054417,0.98975635,0.0018892594,0.00023067989,0.000085995765,0.0067526517,0.00090983266,0.00014225098,0.00020090204],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9948682,0.0005718608,0.0027313223,0.00060355716,0.0007326301,0.00049242115],"domain_scores_gemma":[0.99545264,0.0006383511,0.0022584372,0.0012125254,0.00018335752,0.0002547046],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004705996,0.0007518445,0.0052823382,0.0003061112,0.00011474365,0.000020121735,0.00092985126,0.00052462827,0.00021371392],"category_scores_gemma":[0.0000989118,0.00044697637,0.0006848797,0.0007754155,0.00007958874,0.000068678164,0.000040394872,0.00035402164,0.000100665246],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019942867,0.00039778138,0.00000522452,0.8278439,0.00045363602,9.409596e-7,0.00033919225,5.8678907e-8,7.2441414e-11,0.00086999615,0.001198946,0.16887039],"study_design_scores_gemma":[0.0011543456,0.0008641477,3.0056137e-7,0.927727,0.0064954585,0.000021212409,0.00019841817,0.00006535871,4.4704054e-9,0.00041406113,0.06260968,0.00045005413],"about_ca_topic_score_codex":0.000036220084,"about_ca_topic_score_gemma":0.000077087774,"teacher_disagreement_score":0.16842033,"about_ca_system_score_codex":0.0001173715,"about_ca_system_score_gemma":0.00016838421,"threshold_uncertainty_score":0.9997982},"labels":[],"label_agreement":null},{"id":"W1987864986","doi":"10.1002/wps.20183","title":"Building behavioral health systems from the ground up","year":2015,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Public health; Global mental health; Psychological intervention; Health equity; Medicine; Social determinants of health; International health; Health policy; Stigma (botany); Global health; Psychology; Psychiatry; Nursing","score_opus":0.09306723991900459,"score_gpt":0.4275353367794702,"score_spread":0.33446809686046564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987864986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91338736,0.024377273,0.00008649715,0.010000548,0.040127818,0.000894518,0.00008175732,0.00016325565,0.010880995],"genre_scores_gemma":[0.9824057,0.000008253579,0.00065441756,0.0027891984,0.0020915372,0.00014221977,0.0000688794,0.000037903563,0.011801875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981598,0.00027767537,0.00041756305,0.0003798037,0.00026457227,0.00050054287],"domain_scores_gemma":[0.99880797,0.00007015177,0.00022082572,0.00058107515,0.000022675069,0.00029729478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004231426,0.00020283255,0.00025480113,0.00007403458,0.00035646107,0.000088981884,0.00038099228,0.00006273283,0.00042604434],"category_scores_gemma":[0.0000012137106,0.00014242921,0.00007377365,0.00031722855,0.00005009108,0.0001012669,0.00005005017,0.0002664289,0.00067663396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021526063,0.00065670157,0.28407633,0.00003237166,0.00009448955,0.0000083705145,0.0043142485,0.0000035825103,0.0000015125268,0.09269106,0.5981769,0.019729188],"study_design_scores_gemma":[0.009403314,0.0009681184,0.36567032,0.00060648797,0.0002065277,0.0000603584,0.029190173,0.000048111677,0.000005172954,0.014275438,0.5785447,0.0010212834],"about_ca_topic_score_codex":0.031766374,"about_ca_topic_score_gemma":0.0051876446,"teacher_disagreement_score":0.081594005,"about_ca_system_score_codex":0.00016574503,"about_ca_system_score_gemma":0.00010253666,"threshold_uncertainty_score":0.9746812},"labels":[],"label_agreement":null},{"id":"W1988237216","doi":"10.1097/nmd.0b013e31818153c9","title":"Recognition and Prevention of Major Mental and Substance Abuse Disorders","year":2008,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Substance abuse; Psychiatry; Substance use; Substance abuse prevention; Psychology; Medicine","score_opus":0.03819408002769968,"score_gpt":0.3219044474635121,"score_spread":0.2837103674358124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988237216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896392,0.009426366,0.000007209192,0.00030439586,0.00016007542,0.00027087104,0.000049739865,0.00000303774,0.00013910067],"genre_scores_gemma":[0.9885255,0.0110288905,0.00003355961,0.00008053413,0.000034826415,0.000004567535,0.000013727726,0.0000071128125,0.00027128574],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993703,0.00008940965,0.00023387227,0.000079297315,0.00011810659,0.000109010616],"domain_scores_gemma":[0.9995282,0.000030758405,0.00021196234,0.000059163995,0.000015192883,0.00015468609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013401246,0.000086886605,0.00012686105,0.00004259442,0.00018518054,0.000006499234,0.0000447107,0.0000196872,0.00009177759],"category_scores_gemma":[0.0000014944902,0.000057417532,0.000034949568,0.000040888837,0.00014565386,0.00015362841,0.000010321389,0.000060277533,0.000001877157],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023187065,0.004297031,0.333531,0.00076020556,0.0007425221,0.00023771012,0.07864652,0.0000012216086,0.0062534986,0.00022169427,0.005686375,0.5464352],"study_design_scores_gemma":[0.00667534,0.0011927404,0.98276335,0.00025690402,0.00029940336,0.00046938547,0.0041603846,0.000015788404,0.00030375263,0.0033576505,0.00033576964,0.00016953111],"about_ca_topic_score_codex":0.000054664266,"about_ca_topic_score_gemma":0.000039235627,"teacher_disagreement_score":0.6492324,"about_ca_system_score_codex":0.000015977903,"about_ca_system_score_gemma":0.000006843849,"threshold_uncertainty_score":0.2341419},"labels":[],"label_agreement":null},{"id":"W1988247571","doi":"10.1007/s00406-011-0252-0","title":"Measuring the stigma of psychiatry and psychiatrists: development of a questionnaire","year":2011,"lang":"en","type":"review","venue":"European Archives of Psychiatry and Clinical Neuroscience","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Cilag; Servier; Pfizer; H. Lundbeck A/S; Eli Lilly and Company","keywords":"Stigma (botany); Mental illness; Psychological intervention; Psychiatry; Stereotype (UML); Psychology; Perception; Mental health; Clinical psychology; Social psychology","score_opus":0.136972595136213,"score_gpt":0.4158751284103575,"score_spread":0.2789025332741445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988247571","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008742994,0.9776713,0.00015371192,0.00012818107,0.0045270785,0.00085581077,0.000046251702,0.00002615541,0.007848516],"genre_scores_gemma":[0.011083718,0.9823425,0.005867626,0.00012430828,0.00026801147,0.000019228404,0.000005753152,0.000057060635,0.00023183424],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9941171,0.001695502,0.0026267283,0.00092350837,0.0002657364,0.0003714673],"domain_scores_gemma":[0.99651223,0.0004381761,0.0020089354,0.0007702281,0.000025737752,0.0002446737],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014562798,0.00045426938,0.0012972289,0.00021104231,0.00035856199,0.000019338499,0.0010760053,0.00010660832,0.00002081768],"category_scores_gemma":[0.00010381695,0.0002963167,0.00041575736,0.00034909975,0.0017726556,0.0000777061,0.00039548415,0.00061914494,0.000009236689],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012419577,0.0012315548,0.027291998,0.009126652,0.00008657173,0.0000022667375,0.0004582446,4.3002157e-8,6.136055e-7,0.011363698,0.00007747843,0.9502367],"study_design_scores_gemma":[0.002397361,0.0027557218,0.7977464,0.040753562,0.0013737949,0.00014723044,0.00041872571,0.0000060976736,0.0000017802365,0.003330578,0.15001334,0.0010553731],"about_ca_topic_score_codex":0.000018761924,"about_ca_topic_score_gemma":0.00004430878,"teacher_disagreement_score":0.9491813,"about_ca_system_score_codex":0.0000041338694,"about_ca_system_score_gemma":0.00031267563,"threshold_uncertainty_score":0.9999489},"labels":[],"label_agreement":null},{"id":"W1989012023","doi":"10.1017/s0033291702006074","title":"Short screening scales to monitor population prevalences and trends in non-specific psychological distress","year":2002,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10248,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"National Health Interview Survey; Distress; Percentile; Population; Psychology; Telephone interview; Scale (ratio); Mental health; Clinical psychology; Medicine; Family medicine; Psychiatry; Demography; Statistics; Environmental health; Geography","score_opus":0.13730225447080455,"score_gpt":0.45587585779964956,"score_spread":0.318573603328845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989012023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98118955,0.0022560267,0.00015647634,0.004041416,0.0009340757,0.0005250535,0.00001647059,0.00008518192,0.010795777],"genre_scores_gemma":[0.9964517,0.00034266218,0.0005162695,0.00071319565,0.0005825422,0.00021880222,0.00005645035,0.000017279332,0.0011011339],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997338,0.00019744772,0.0006307307,0.0009291802,0.00033096512,0.00057367893],"domain_scores_gemma":[0.99896735,0.00018032455,0.00008194056,0.00038177765,0.00001952843,0.00036908285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003585064,0.0003102516,0.00049913896,0.00034762296,0.00016822813,0.000023516901,0.00029174174,0.00024727994,0.003550754],"category_scores_gemma":[0.000026570779,0.00020466643,0.000051454343,0.00070996454,0.00023264492,0.00009804513,0.000051144245,0.00033057525,0.00007795206],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024586316,0.00070930686,0.017253485,0.000011117198,0.000009195876,0.00009704829,0.00044923066,0.0000010157685,0.0000515883,0.00019711647,0.0055063497,0.9754687],"study_design_scores_gemma":[0.0015285453,0.0014226687,0.996038,0.00015903483,0.000011716937,0.000045904766,0.000299892,0.000034457666,0.0000024848446,0.00015991282,0.00007810445,0.00021927852],"about_ca_topic_score_codex":0.00010299353,"about_ca_topic_score_gemma":0.000030273122,"teacher_disagreement_score":0.9787845,"about_ca_system_score_codex":0.00003768347,"about_ca_system_score_gemma":7.649181e-9,"threshold_uncertainty_score":0.9973601},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1989052552","doi":"10.1111/j.1365-2702.2005.01196.x","title":"District nurses’ involvement and attitudes to mental health problems: a three‐area cross‐sectional study","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Medicine; Nursing; Anxiety; Cross-sectional study; Quarter (Canadian coin); Depression (economics); Dementia; Family medicine; Psychiatry; Disease","score_opus":0.14948308722862438,"score_gpt":0.5417555338580654,"score_spread":0.39227244662944105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989052552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98824877,0.001161924,0.00017879759,0.0052258843,0.0036209745,0.0009396902,0.000012995328,0.000015777252,0.000595172],"genre_scores_gemma":[0.9965122,0.00004906848,0.0010240056,0.0010355457,0.0010962816,0.000013434453,0.000005290101,0.000017074053,0.00024714362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965772,0.00024895393,0.0019890408,0.0003188032,0.00049283204,0.00037314143],"domain_scores_gemma":[0.9981932,0.00022606467,0.0007934077,0.00015675375,0.00009311037,0.0005374783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019857406,0.0001790726,0.00053454237,0.0001384713,0.0003565289,0.00010477137,0.00019565097,0.00008635954,0.0002887093],"category_scores_gemma":[0.000049768816,0.00013812633,0.00015916169,0.00015321391,0.000118111675,0.00025149772,0.000035446163,0.00041647902,0.000031098818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007221547,0.006122042,0.785352,0.000016902171,0.00012366477,0.000010354391,0.0018178336,0.000010845912,0.0000018264589,0.00010039533,0.0030582533,0.20266372],"study_design_scores_gemma":[0.0043432154,0.0050867004,0.9867733,0.0003346072,0.000029086175,0.00007542635,0.0007891362,0.000021968637,0.000002197197,0.00017464266,0.0022537056,0.000116029085],"about_ca_topic_score_codex":0.00008875041,"about_ca_topic_score_gemma":0.00025797146,"teacher_disagreement_score":0.2025477,"about_ca_system_score_codex":0.0003339429,"about_ca_system_score_gemma":0.00008230296,"threshold_uncertainty_score":0.5632628},"labels":[],"label_agreement":null},{"id":"W1989095581","doi":"10.1016/s0920-9964(02)00496-6","title":"Further validation of the Client Assessment of Strengths Interests and Goals","year":2003,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas College; Douglas Mental Health University Institute; McGill University; University of British Columbia","funders":"","keywords":"Psychology; Discriminant validity; Construct (python library); Scale (ratio); Exploratory factor analysis; Construct validity; Psychometrics; Inter-rater reliability; Relevance (law); Clinical psychology; Convergent validity; Identification (biology); Applied psychology; Rating scale; Internal consistency; Developmental psychology","score_opus":0.08105391280023146,"score_gpt":0.4821017447159955,"score_spread":0.40104783191576404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989095581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98185396,0.00029921212,0.000006448485,0.00033969813,0.00024200443,0.0005391788,0.000015566282,0.0000051797783,0.016698765],"genre_scores_gemma":[0.9986022,0.0000315651,0.00029905513,0.0000096036,0.000022464412,0.00005315884,0.000004270344,0.0000103028715,0.000967398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792975,0.0008729503,0.00029387127,0.00021237144,0.0004312651,0.0002597803],"domain_scores_gemma":[0.99897784,0.00034828467,0.000108339584,0.000389528,0.000110540954,0.00006548915],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012012055,0.000081585364,0.00015128772,0.00012561122,0.00011404796,0.000015371046,0.00020285806,0.00006349858,0.0010806039],"category_scores_gemma":[0.0000765995,0.00005290821,0.000041073963,0.00031187988,0.00019572614,0.00004854591,0.000094870564,0.00023287741,0.000018461305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011278229,0.00203853,0.5975766,0.00040344623,0.00024777075,0.000008698509,0.0034983652,0.000006381802,0.007705716,0.2568619,0.0023091815,0.12821558],"study_design_scores_gemma":[0.004146792,0.0006924,0.924401,0.00021053047,0.000025208952,0.0000071157815,0.002092227,0.000025684134,0.05916951,0.008069674,0.0010146204,0.00014523044],"about_ca_topic_score_codex":0.0001611109,"about_ca_topic_score_gemma":0.000058864014,"teacher_disagreement_score":0.3268244,"about_ca_system_score_codex":0.00004622384,"about_ca_system_score_gemma":0.00006679317,"threshold_uncertainty_score":0.9998326},"labels":[],"label_agreement":null},{"id":"W1989343202","doi":"10.1016/s0840-4704(10)60243-8","title":"Primary Mental Health Care Reform: Catch the Wave","year":2006,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Canadian Pharmacists Association; Health Canada","funders":"Health Canada","keywords":"Mental health; Mental health care; Health care; Collaborative Care; Nursing; Health care reform; Primary care; Health policy; Medicine; Politics; Business; Political science; Family medicine; Public health; Psychiatry","score_opus":0.02223923596982847,"score_gpt":0.33605674382324485,"score_spread":0.3138175078534164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989343202","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06584426,0.028667772,0.000081718936,0.34405863,0.0052026217,0.008175079,0.00030106137,0.0005486423,0.5471202],"genre_scores_gemma":[0.9446829,0.00039677386,0.0003823629,0.026713252,0.0003367913,0.00070482,0.0014762329,0.00006892278,0.025237972],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966461,0.00023351642,0.00067983946,0.0006250134,0.00048953784,0.001325978],"domain_scores_gemma":[0.99862856,0.00002173806,0.00027561138,0.0008419283,0.000040876537,0.00019131278],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00034196716,0.00034108036,0.00034162743,0.00015213982,0.0014580721,0.0000615959,0.00037585656,0.00010306218,0.00039850397],"category_scores_gemma":[4.221158e-7,0.00024121099,0.0001350326,0.00035340406,0.00008276176,0.00012406197,0.00025914697,0.00027079252,0.00036755615],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026040885,0.00041799288,0.009561813,0.0012598735,0.00012125476,0.00009355246,0.0036353385,7.0642443e-7,5.7463103e-7,0.1726008,0.36658248,0.4454652],"study_design_scores_gemma":[0.0027619093,0.0006903924,0.15357885,0.00017156634,0.000035550172,0.000042728065,0.048195712,0.000007578361,0.000012440754,0.0015125528,0.7925213,0.0004694122],"about_ca_topic_score_codex":0.024814116,"about_ca_topic_score_gemma":0.0058603142,"teacher_disagreement_score":0.8788386,"about_ca_system_score_codex":0.0018456796,"about_ca_system_score_gemma":0.000046721205,"threshold_uncertainty_score":0.99984187},"labels":[],"label_agreement":null},{"id":"W1989344723","doi":"10.1080/13607861003713273","title":"Mental health service use among Canadian older adults with anxiety disorders and clinically significant anxiety symptoms","year":2010,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Anxiety; Mental health; Psychiatry; Mood; Logistic regression; Medicine; Clinical psychology; Anxiety disorder; Depression (economics); Generalized anxiety disorder; Mood disorders; Prevalence of mental disorders; Psychology","score_opus":0.010887313285402255,"score_gpt":0.3203696100824839,"score_spread":0.3094822967970816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989344723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739256,0.00041638842,0.0000059379927,0.019846592,0.0015726174,0.0029845417,0.00042454543,0.00014766268,0.0006760959],"genre_scores_gemma":[0.9775316,0.0010684017,0.0005876153,0.019145,0.00013890224,0.00014750722,0.00087322854,0.00008940579,0.0004183116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957286,0.0002795644,0.0008653117,0.0011035732,0.0003961654,0.0016267459],"domain_scores_gemma":[0.9967849,0.00008139643,0.00045168656,0.0006150371,0.00004423846,0.0020227241],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000828797,0.0005023257,0.0005547812,0.00017902577,0.0014934064,0.00012793574,0.00031518025,0.00018263211,0.00046529112],"category_scores_gemma":[0.0000043063806,0.00043439132,0.00007644047,0.00039261303,0.0002317051,0.00044884384,0.00009128896,0.0007806259,0.000067121975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027835797,0.00046391858,0.8222419,0.00022656946,0.00007067572,0.000005206567,0.016782517,2.8525537e-7,0.000004136817,0.00016079195,0.0042746533,0.15549101],"study_design_scores_gemma":[0.0052198856,0.0009885428,0.9704898,0.0004959999,0.000017808912,0.000056925808,0.0061640446,0.00015078986,0.0000066386206,0.0000159687,0.015866779,0.0005268194],"about_ca_topic_score_codex":0.6553444,"about_ca_topic_score_gemma":0.7681623,"teacher_disagreement_score":0.1549642,"about_ca_system_score_codex":0.00052852184,"about_ca_system_score_gemma":0.00049168296,"threshold_uncertainty_score":0.9998108},"labels":[],"label_agreement":null},{"id":"W1989747997","doi":"10.1186/1472-6920-13-141","title":"Reducing the stigma of mental illness in undergraduate medical education: a randomized controlled trial","year":2013,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mental Health Commission of Canada; University of Calgary; University of Saskatchewan; University of Regina","funders":"Canadian Institutes of Health Research; Health Canada; Mental Health Commission; Division of Undergraduate Education; University of Calgary","keywords":"Mental illness; Stigma (botany); Psychological intervention; Mental health; Randomized controlled trial; Medicine; Psychiatry; Context (archaeology); Intervention (counseling); Social stigma; Psychology; Clinical psychology; Family medicine","score_opus":0.021771069964591515,"score_gpt":0.39451483882106547,"score_spread":0.372743768856474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989747997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.937896,0.0017823912,0.00010208757,0.030821385,0.010461882,0.008145899,8.593087e-7,0.000024627912,0.010764864],"genre_scores_gemma":[0.9844959,0.00016762412,0.00013274822,0.001813518,0.0008959125,0.008788645,0.00006949376,0.000015756063,0.0036204054],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99545294,0.001745822,0.0012389402,0.00031433374,0.0009469819,0.00030101018],"domain_scores_gemma":[0.9966373,0.0021255957,0.00043259634,0.00033445095,0.000095236486,0.00037481223],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002814865,0.00018472041,0.0008367382,0.0001576226,0.00015552389,0.000028132994,0.00038124793,0.00022446101,0.01749479],"category_scores_gemma":[0.0042874874,0.00010710862,0.00019556402,0.0002856546,0.00033515634,0.00011750241,0.000041925883,0.0002827277,0.00016737377],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.51909405,0.010522951,0.0015712135,0.00019210341,0.0002097236,0.0000017087485,0.007601391,6.443842e-7,0.0000039160927,0.036795557,0.058571253,0.3654355],"study_design_scores_gemma":[0.9865091,0.00011352072,0.0017379696,0.000531068,0.00009111959,0.000020570698,0.004807004,0.000694947,0.00001169662,0.0047536143,0.0005597521,0.00016964733],"about_ca_topic_score_codex":0.004788946,"about_ca_topic_score_gemma":0.00036242622,"teacher_disagreement_score":0.46741506,"about_ca_system_score_codex":0.00013093845,"about_ca_system_score_gemma":0.004524577,"threshold_uncertainty_score":0.9834033},"labels":[],"label_agreement":null},{"id":"W1989834311","doi":"10.1177/0020764004043125","title":"Household Survey of Psychiatric Morbidity in Cambodia","year":2004,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Saint-Luc","funders":"National Institutes of Health; Université Catholique de Louvain","keywords":"Psychiatry; Psychosocial; Anxiety; Depression (economics); Comorbidity; Context (archaeology); Clinical psychology; Psychology; National Comorbidity Survey; Social support; Cross-sectional study; Anxiety disorder; Medicine","score_opus":0.05668307750217156,"score_gpt":0.39752768264087435,"score_spread":0.3408446051387028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989834311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806255,0.0007140511,0.0000586635,0.002281597,0.011669641,0.0001115266,0.0000971955,0.000007438019,0.004434378],"genre_scores_gemma":[0.9979832,0.00005005725,0.00050538545,0.00033315658,0.001022881,0.0000032824842,0.000015064766,0.000016554633,0.00007038388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981916,0.00012949045,0.00086276897,0.00013790443,0.00048267812,0.00019558343],"domain_scores_gemma":[0.9987781,0.00005328092,0.0007833442,0.00008762722,0.00022679476,0.00007085107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006107395,0.0001272373,0.00028770012,0.0003892551,0.000051441555,0.000017759863,0.0004970651,0.00012608878,0.00024498752],"category_scores_gemma":[0.000021803762,0.00011855129,0.00016088509,0.00031056325,0.000060549522,0.00016432095,0.00002868281,0.00030490098,0.000022955961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081295386,0.0017440259,0.97846544,0.000016807311,0.00019982352,0.000038717302,0.0008368349,0.000038427228,0.000014193741,0.011141223,0.0041911113,0.0025004388],"study_design_scores_gemma":[0.0038023067,0.00015480025,0.9898641,0.000042919608,0.000017504326,0.0000365867,0.00030538713,3.8862822e-7,0.000018740411,0.005525429,0.0001408338,0.000091019225],"about_ca_topic_score_codex":0.00419717,"about_ca_topic_score_gemma":0.0018933973,"teacher_disagreement_score":0.017357726,"about_ca_system_score_codex":0.00019138205,"about_ca_system_score_gemma":0.00020189423,"threshold_uncertainty_score":0.63448936},"labels":[],"label_agreement":null},{"id":"W1990039850","doi":"10.1097/00005053-200005000-00008","title":"The Spanish Version of the Quality of Life Index","year":2000,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Quality of life (healthcare); Psychology; Population; Ethnic group; Reliability (semiconductor); Gerontology; Clinical psychology; Medicine; Demography; Nursing; Sociology; Environmental health","score_opus":0.027328990289339626,"score_gpt":0.356991228060073,"score_spread":0.3296622377707334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990039850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926704,0.0034460123,5.4892826e-7,0.0016494205,0.00029267787,0.00018593906,0.000037847036,0.0000015811773,0.0017155685],"genre_scores_gemma":[0.99777544,0.0007552862,0.0000013075153,0.00032983377,0.000060450537,0.0000014114238,0.0000011840702,0.0000048693482,0.0010702341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988868,0.00029694635,0.00038687544,0.000051079758,0.0002573899,0.00012090706],"domain_scores_gemma":[0.9991548,0.00012552564,0.00036309336,0.0001905013,0.000026856898,0.00013919304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047365073,0.0000729862,0.00014205018,0.000012853611,0.00026584868,0.000008292884,0.00025169295,0.00002076897,0.00058818713],"category_scores_gemma":[0.000011063559,0.000029856374,0.00010475572,0.00006235887,0.00017316606,0.000053485946,0.000041148418,0.00009725487,0.0000052768096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04171995,0.003608827,0.5766367,0.00038379658,0.0007423028,0.000026125314,0.008628037,0.000053083444,0.0018550558,0.0019962292,0.037888825,0.32646114],"study_design_scores_gemma":[0.0018257188,0.0001919567,0.99320865,0.0000579292,0.000082927145,0.000008837778,0.0016241196,0.000010216156,0.00010267799,0.00051085884,0.0023340816,0.000042002583],"about_ca_topic_score_codex":0.00027001492,"about_ca_topic_score_gemma":0.000018294868,"teacher_disagreement_score":0.41657203,"about_ca_system_score_codex":0.000020224861,"about_ca_system_score_gemma":0.000032282616,"threshold_uncertainty_score":0.64402366},"labels":[],"label_agreement":null},{"id":"W1990164147","doi":"10.1016/j.jsat.2012.04.001","title":"Attitudes towards nicotine, alcohol and drug dependence among physicians in Israel","year":2012,"lang":"en","type":"article","venue":"Journal of Substance Abuse Treatment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Addiction; Psychiatry; Cannabis; Medicine; Drug; Specialty; Addiction medicine; Nicotine; Heroin; Family medicine; Clinical psychology; Psychology","score_opus":0.04261525502557464,"score_gpt":0.3611175091296013,"score_spread":0.31850225410402666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990164147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836723,0.014220186,0.000011426701,0.00019300902,0.0006488481,0.00033245093,0.000006108879,0.000013223553,0.0009024392],"genre_scores_gemma":[0.99456143,0.0037118574,0.00036222467,0.00012847774,0.00025756378,0.00004026473,0.0000025927973,0.000022581893,0.00091298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984016,0.000105170126,0.0005342752,0.00019320076,0.00026129183,0.00050445634],"domain_scores_gemma":[0.9990096,0.00009459976,0.0004372569,0.00020769607,0.000053935593,0.0001969112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029219704,0.00024579064,0.0004305798,0.00015936377,0.00009089882,0.000026733731,0.00015285877,0.00006740221,0.00011482887],"category_scores_gemma":[0.0000024205156,0.00018045165,0.00010355018,0.00019137481,0.00007840379,0.0006564193,0.000005853335,0.00016711128,0.000038008453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024620842,0.0019031102,0.9486694,0.000018442344,0.00015589019,0.00014208286,0.01848704,0.0000043605796,0.000093951596,0.00017733868,0.0001977431,0.029904477],"study_design_scores_gemma":[0.004213188,0.00031631486,0.9891684,0.0002831578,0.000093662995,0.00007701435,0.0032989862,0.0000028492086,0.0020540538,0.000041251056,0.0002774583,0.00017365615],"about_ca_topic_score_codex":0.0005749668,"about_ca_topic_score_gemma":0.0020042646,"teacher_disagreement_score":0.04049905,"about_ca_system_score_codex":0.00044372483,"about_ca_system_score_gemma":0.000017617576,"threshold_uncertainty_score":0.73586047},"labels":[],"label_agreement":null},{"id":"W1990315121","doi":"10.1002/pds.1385","title":"Reasons for antidepressant prescriptions in Canada","year":2007,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Trazodone; Antidepressant; Medical prescription; Depression (economics); Psychiatry; Defined daily dose; Tricyclic antidepressant; Pharmacoepidemiology; Pharmacology","score_opus":0.048941308049752275,"score_gpt":0.40438553256165927,"score_spread":0.355444224511907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990315121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629808,0.0061749667,0.0025914349,0.0074075838,0.002447802,0.0013038847,0.00023529388,0.000045817153,0.016812388],"genre_scores_gemma":[0.9947417,0.0003237932,0.00041521102,0.0032056298,0.00013927063,0.00011881854,0.00006568582,0.000011323864,0.0009785828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981564,0.00034212467,0.000510041,0.00034800585,0.000046664358,0.0005967545],"domain_scores_gemma":[0.996718,0.002830597,0.000111253714,0.00014382103,0.000018255567,0.00017807927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022104362,0.0001460934,0.00031265913,0.00007020836,0.00021452791,0.0000022179079,0.00011251655,0.000064114385,0.0003683461],"category_scores_gemma":[0.000111719135,0.00012772485,0.000037842223,0.00009420018,0.00006159875,0.000065586275,0.000034530247,0.0001968054,0.000009215895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010832679,0.000121982266,0.88003665,0.00004680404,0.00005783714,0.000047432764,0.0003335467,0.000011925822,0.000041525804,0.011434325,0.05818901,0.048595667],"study_design_scores_gemma":[0.0024451513,0.000022837883,0.9259821,0.000020576086,0.00003509403,0.000021998772,0.00048835756,0.00020133749,0.000101988255,0.0009010323,0.069615744,0.00016376871],"about_ca_topic_score_codex":0.74490786,"about_ca_topic_score_gemma":0.8238498,"teacher_disagreement_score":0.078941934,"about_ca_system_score_codex":0.00016766727,"about_ca_system_score_gemma":0.000085268126,"threshold_uncertainty_score":0.52084684},"labels":[],"label_agreement":null},{"id":"W1990433316","doi":"10.1111/j.1600-0447.2007.01017.x","title":"Prevalence and incidence of depressive disorder: the Baltimore ECA follow‐up, 1981–2004","year":2007,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":149,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Demography; Incidence (geometry); Depression (economics); Cohort; Medicine; Gerontology; Cohort study; Epidemiology; Population; Quarter (Canadian coin); Psychiatry; Geography","score_opus":0.01471600311257043,"score_gpt":0.3359942336571401,"score_spread":0.32127823054456967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990433316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9706282,0.011911423,0.00011624156,0.0017415428,0.0013161323,0.0010063943,0.000042745807,0.000051797782,0.013185522],"genre_scores_gemma":[0.99638677,0.0005902588,0.00022973456,0.0002891532,0.00017307188,0.000078773235,0.000010541939,0.000027324115,0.0022143999],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782443,0.00012212206,0.0005538219,0.0005400797,0.00035134313,0.0006082287],"domain_scores_gemma":[0.9981675,0.00047527396,0.00041296353,0.0006785191,0.00005970254,0.00020600783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004690716,0.00027504485,0.0003081132,0.00014706177,0.00047503234,0.000031073352,0.00059058575,0.00015434856,0.000562101],"category_scores_gemma":[0.000036158544,0.00018785486,0.000107468135,0.00056975585,0.00025599368,0.00017113563,0.00013017964,0.0002694805,0.00004009907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006828189,0.00037036993,0.956363,0.00017142978,0.000082334715,0.000016444668,0.0018114696,3.8358536e-7,0.000034505876,0.0018156986,0.0083306255,0.030320898],"study_design_scores_gemma":[0.0026834682,0.0005056948,0.98999393,0.00010589075,0.00017784319,0.000060634426,0.00071054435,0.000011839484,0.000097249314,0.0011162678,0.0042625973,0.00027403847],"about_ca_topic_score_codex":0.0012396794,"about_ca_topic_score_gemma":0.00033219258,"teacher_disagreement_score":0.03363091,"about_ca_system_score_codex":0.000050765248,"about_ca_system_score_gemma":0.000036870973,"threshold_uncertainty_score":0.76604986},"labels":[],"label_agreement":null},{"id":"W1990440381","doi":"10.1080/14999013.2003.10471184","title":"Adjustment, Integration, and Quality of Life Among Forensic Patients Receiving Community Outreach Services","year":2003,"lang":"en","type":"article","venue":"International Journal of Forensic Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mental Health Research Canada","funders":"","keywords":"Outreach; Forensic science; Community integration; Feeling; Psychology; Quality of life (healthcare); Coping (psychology); Social work; Psychiatry; Medicine; Nursing; Social psychology","score_opus":0.05671088939156511,"score_gpt":0.3966804661007131,"score_spread":0.339969576709148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990440381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925292,0.0010035312,0.00005953502,0.00045743067,0.002955865,0.00035404824,0.00008397065,0.000009242913,0.0025471423],"genre_scores_gemma":[0.99759275,0.00020718397,0.0008354426,0.0009753994,0.00010649424,0.0000065932168,0.00013270328,0.000015639127,0.00012776758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968166,0.0008153483,0.0013701629,0.0001524358,0.00059168076,0.00025381727],"domain_scores_gemma":[0.9971399,0.00020792783,0.0017617785,0.00018327146,0.00043357728,0.00027356995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013528798,0.00019083769,0.00045678305,0.00022175626,0.0002158322,0.000028245966,0.00029600222,0.00007166691,0.00017447912],"category_scores_gemma":[0.00006835258,0.00015675616,0.000111222405,0.000106344814,0.00014351733,0.000356291,0.000058728812,0.0003490217,0.0000050873764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062207354,0.0013318456,0.83695173,0.00016813907,0.0003301532,0.000001968223,0.009803368,0.0000013193355,0.000023995777,0.0056191506,0.0016557958,0.1434905],"study_design_scores_gemma":[0.0044715693,0.0008729192,0.984437,0.0004910227,0.000017874563,0.000022555216,0.007783511,0.000008596983,0.0003680538,0.0011660085,0.00023448195,0.00012639072],"about_ca_topic_score_codex":0.003987871,"about_ca_topic_score_gemma":0.002414983,"teacher_disagreement_score":0.14748532,"about_ca_system_score_codex":0.0003318412,"about_ca_system_score_gemma":0.00007829044,"threshold_uncertainty_score":0.63923305},"labels":[],"label_agreement":null},{"id":"W1990723637","doi":"10.1097/nmd.0000000000000180","title":"Utility of the Montreal Assessment of Need Questionnaire for Community Mental Health Planning","year":2014,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Douglas College","funders":"Canadian Institutes of Health Research","keywords":"Seriousness; Mental health; Context (archaeology); Action plan; Test (biology); Needs assessment; Logistic regression; Psychology; Medicine; Environmental health; Psychiatry; Applied psychology","score_opus":0.04256216235955396,"score_gpt":0.4052543755001409,"score_spread":0.3626922131405869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990723637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99492943,0.0015156752,0.00009625292,0.0019139284,0.00043831224,0.0005359995,0.00013712894,0.000003470842,0.0004297799],"genre_scores_gemma":[0.9993925,0.0000613022,0.00004463738,0.00034214355,0.000049849365,0.0000060299044,0.000013382835,0.000007716499,0.00008245648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837154,0.00073769776,0.0004672541,0.00005985462,0.00020026088,0.00016340023],"domain_scores_gemma":[0.9987756,0.00013280199,0.000647777,0.00022577557,0.00004333445,0.00017468433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010337024,0.00010656173,0.0002521457,0.000032302,0.0004909777,0.0000072389544,0.00023736319,0.000022746954,0.000027620204],"category_scores_gemma":[0.0000133361955,0.000057010857,0.00011644951,0.000052386426,0.0001471679,0.00006524504,0.00007045208,0.0001678109,1.5584013e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006958411,0.0050280327,0.8343489,0.0011852945,0.00044776712,0.0000029028465,0.021870295,0.00004105571,0.00058006693,0.0021564255,0.013474175,0.113906644],"study_design_scores_gemma":[0.0022291958,0.0007522291,0.99161303,0.00029683425,0.00008545531,0.000014678146,0.0034643128,0.00049785536,0.000054619846,0.0007769103,0.00016622912,0.000048633858],"about_ca_topic_score_codex":0.0012470535,"about_ca_topic_score_gemma":0.00009693123,"teacher_disagreement_score":0.15726411,"about_ca_system_score_codex":0.000044351174,"about_ca_system_score_gemma":0.000060404698,"threshold_uncertainty_score":0.37762532},"labels":[],"label_agreement":null},{"id":"W199177084","doi":"10.1177/070674371205700801","title":"The Stigmatization of Mental Illnesses","year":2012,"lang":"en","type":"editorial","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Mental illness; Psychosocial; Mental health; Stigma (botany); Psychiatry; Psychology; Limiting; Social stigma; Medicine; Family medicine","score_opus":0.014658997913244251,"score_gpt":0.32472872960156157,"score_spread":0.3100697316883173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W199177084","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027757315,0.02649715,0.00000326549,0.0041532647,0.96190554,0.00027015517,0.00019526605,0.000002899626,0.0041967155],"genre_scores_gemma":[0.08526149,0.00043099903,0.00009722447,0.0001349948,0.91033626,0.000015883556,0.00009563042,0.00006273088,0.0035648204],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980232,0.00026020713,0.0007340411,0.00010069516,0.00046189764,0.00041993288],"domain_scores_gemma":[0.9973612,0.000401357,0.0013320133,0.00034876168,0.0002147921,0.00034186366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009855308,0.00020585419,0.0003089258,0.00015687695,0.00092599133,0.00007246673,0.0008221044,0.00033135808,0.0007732839],"category_scores_gemma":[0.00007235305,0.00011052221,0.00016380183,0.00017142686,0.00023305618,0.00009819662,0.00001376699,0.00069379254,0.000051244937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077491335,0.00003531687,0.002883616,0.000059032558,0.00021668614,0.0000028284558,0.0010049664,5.1426434e-7,1.5918006e-7,0.005582154,0.98563015,0.0045070713],"study_design_scores_gemma":[0.0006696405,0.00015160936,0.0024369815,0.00030697032,0.0002317617,0.000028748149,0.0012457091,3.0152728e-7,0.0000039865545,0.0033830977,0.9914039,0.00013733906],"about_ca_topic_score_codex":0.019567749,"about_ca_topic_score_gemma":0.37645504,"teacher_disagreement_score":0.35688728,"about_ca_system_score_codex":0.00022842154,"about_ca_system_score_gemma":0.0022822279,"threshold_uncertainty_score":0.986961},"labels":[],"label_agreement":null},{"id":"W1991847657","doi":"10.1002/acr.21555","title":"Screening for depression and risk of suicide in patients with arthritis: Comment on the article by Tektonidou et al","year":2011,"lang":"en","type":"letter","venue":"Arthritis Care & Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Suicide Risk; Psychology; Psychiatry; Medicine; Suicide prevention; Medical emergency; Poison control; Economics","score_opus":0.06608069018020088,"score_gpt":0.39575270334029705,"score_spread":0.3296720131600962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991847657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.883824,0.010324964,0.000012543889,0.099181205,0.00012836428,0.0037207727,0.0011686116,0.000019040841,0.0016205253],"genre_scores_gemma":[0.87621886,0.0013656275,0.00009817184,0.120053284,0.00007777239,0.0012998753,0.000695693,0.00006626449,0.00012444836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99683696,0.00091956754,0.0003520146,0.0005335288,0.0006457395,0.000712211],"domain_scores_gemma":[0.9981397,0.0009945034,0.0001459455,0.00047092116,0.00016890888,0.00008003132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007929905,0.00022076094,0.0003317871,0.00017597494,0.0003309216,0.00005160033,0.00024994902,0.0002288584,0.00021407497],"category_scores_gemma":[0.000034320456,0.00015246613,0.000051502146,0.00014854157,0.00022947659,0.00008349015,0.00012930589,0.0014011264,0.000015487987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005819673,0.00017036454,0.26738968,0.00004078892,0.000044601915,0.00003643605,0.0013268795,1.1666721e-7,0.0000011167892,0.000047298912,0.5516926,0.17866816],"study_design_scores_gemma":[0.026627755,0.008159185,0.37196705,0.007198301,0.000040563802,0.000006996764,0.0046049533,0.000006978806,0.0013069772,0.00042685508,0.5789167,0.00073766336],"about_ca_topic_score_codex":0.0055047674,"about_ca_topic_score_gemma":0.0013164172,"teacher_disagreement_score":0.1779305,"about_ca_system_score_codex":0.000060535094,"about_ca_system_score_gemma":0.000022587707,"threshold_uncertainty_score":0.8321599},"labels":[],"label_agreement":null},{"id":"W1992019967","doi":"10.1016/j.jad.2011.03.030","title":"Causation beliefs and stigma against depression: Results from a population-based study","year":2011,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Psychosocial; Vignette; Stigma (botany); Psychology; Psychiatry; Depression (economics); Clinical psychology; Population; Psychological intervention; Logistic regression; Medicine; Social psychology","score_opus":0.031425029452799055,"score_gpt":0.3428805874834324,"score_spread":0.31145555803063335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992019967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962711,0.00037834898,0.00012512841,0.00007665042,0.0004805665,0.0004965287,0.000021531509,0.000010662273,0.0021395022],"genre_scores_gemma":[0.9995812,0.0000122929505,0.00014297805,0.00009414523,0.00008548987,0.000015714762,0.00002379835,0.000012130789,0.000032204898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988847,0.00025757795,0.00035799117,0.00018763242,0.00017709605,0.00013505129],"domain_scores_gemma":[0.998997,0.00028348932,0.00043767836,0.00012969482,0.00006017142,0.000091977716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026477146,0.00012398034,0.00019645708,0.00014127714,0.00016140693,0.000014660871,0.000080863676,0.000059531954,0.00012250192],"category_scores_gemma":[0.0000696112,0.00009578277,0.000048271802,0.00011836341,0.000019259609,0.00016437907,0.000014104424,0.00014530559,0.0000068351005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012458689,0.001125932,0.8975534,0.000004683903,0.00011802021,0.00002264969,0.007551695,0.000012898793,0.000011718234,0.000010292659,0.00015320796,0.09218963],"study_design_scores_gemma":[0.0063022,0.00087047654,0.9888608,0.00005272345,0.000057115114,0.000001139252,0.0031867393,0.000023408878,0.000041875155,0.0005001452,0.000014129899,0.000089252535],"about_ca_topic_score_codex":0.004497679,"about_ca_topic_score_gemma":0.0018825388,"teacher_disagreement_score":0.09210038,"about_ca_system_score_codex":0.000059693357,"about_ca_system_score_gemma":0.000016775613,"threshold_uncertainty_score":0.6799175},"labels":[],"label_agreement":null},{"id":"W1992277117","doi":"10.4314/ajpsy.v16i2.16","title":"Public attitudes toward mental illness in Africa and North America","year":2013,"lang":"en","type":"article","venue":"African Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental illness; Psychology; Psychiatry; Mental health","score_opus":0.04693081510984437,"score_gpt":0.31459565934812267,"score_spread":0.2676648442382783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992277117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97430134,0.004174918,0.000018968927,0.009601408,0.0018831928,0.0002831755,0.000009734949,0.000012610168,0.009714676],"genre_scores_gemma":[0.99774617,0.00017044546,0.001157776,0.00037565397,0.0002490692,0.000032424065,0.0000040824125,0.000019146577,0.00024522716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983915,0.00013593046,0.00057976646,0.00020667462,0.00023527598,0.00045087308],"domain_scores_gemma":[0.9990131,0.000053397864,0.00040689984,0.00016576012,0.000062652725,0.0002981371],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016793355,0.00018165675,0.0003347625,0.00025016014,0.000118454605,0.000069818554,0.00029112937,0.000058411457,0.0016269607],"category_scores_gemma":[0.000008820257,0.00014163021,0.00008191993,0.00041437012,0.00012388351,0.00038383543,0.000048587764,0.00028051276,0.00012383416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010243586,0.0008890159,0.89463466,0.000037216152,0.00011703967,0.000027641749,0.006381839,4.0451204e-7,0.000007247758,0.0008865611,0.01645873,0.080457225],"study_design_scores_gemma":[0.0021535072,0.00080776896,0.96876925,0.00006097774,0.000029877778,0.00015503482,0.014629131,0.0000049298096,0.0000019058447,0.0015476862,0.011584452,0.00025548963],"about_ca_topic_score_codex":0.00022785825,"about_ca_topic_score_gemma":0.00017458745,"teacher_disagreement_score":0.08020173,"about_ca_system_score_codex":0.00007012182,"about_ca_system_score_gemma":0.00006365144,"threshold_uncertainty_score":0.9992857},"labels":[],"label_agreement":null},{"id":"W1992327466","doi":"10.1046/j.1532-5415.2002.50266.x","title":"Screening for Depression in Patients in Long‐Term Care Facilities: A Randomized Controlled Trial of Physician Response","year":2002,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Medicine; Referral; Randomized controlled trial; Depression (economics); Confidence interval; Mental health; Primary care physician; Intervention (counseling); Logistic regression; Geriatric Depression Scale; Family medicine; Emergency medicine; Psychiatry; Internal medicine; Primary care; Cognition; Depressive symptoms","score_opus":0.02043300788953498,"score_gpt":0.3371996369070499,"score_spread":0.3167666290175149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992327466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952947,0.0008213948,0.00014455276,0.0001414432,0.0006002477,0.0028796154,0.000026975951,0.000003220909,0.00008786149],"genre_scores_gemma":[0.998841,0.00015779212,0.00037841112,0.00015514347,0.00013083602,0.00013015482,0.000002047413,0.000013402664,0.00019119603],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99711704,0.0010666149,0.001099519,0.00013839161,0.00031863278,0.0002598006],"domain_scores_gemma":[0.9959734,0.0014759536,0.0021878886,0.00019131225,0.00011934739,0.0000520918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001427828,0.00015088369,0.0013402401,0.0001222371,0.00008387259,0.000013853357,0.000277957,0.000060316663,0.000027409089],"category_scores_gemma":[0.00024198406,0.000091890324,0.0010688712,0.00039594516,0.00013610291,0.00008704852,0.00004095271,0.00022069036,5.474902e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.92921036,0.00066849584,0.045759816,0.00004023444,0.000146415,0.0000016308179,0.011656508,0.000026599015,0.000012489292,0.0000013882386,0.00035675053,0.012119299],"study_design_scores_gemma":[0.9084319,0.00087794993,0.0863211,0.00008576497,0.000106169,6.35606e-7,0.003945396,0.000089361085,0.000017177203,0.000018159872,0.000020117257,0.00008629033],"about_ca_topic_score_codex":0.00015633114,"about_ca_topic_score_gemma":0.0000071901063,"teacher_disagreement_score":0.04056128,"about_ca_system_score_codex":0.00019247908,"about_ca_system_score_gemma":0.00003002781,"threshold_uncertainty_score":0.37471786},"labels":[],"label_agreement":null},{"id":"W1993777643","doi":"10.1176/appi.ps.650603","title":"Stigma, Race, and Culture","year":2014,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Race (biology); Ethnic group; Referral; Mental health; Social distance; Stigma (botany); Diversity (politics); Psychology; Social psychology; Gerontology; Medicine; Gender studies; Sociology; Family medicine; Psychiatry; Anthropology; Disease; Infectious disease (medical specialty); Pathology","score_opus":0.015868370252900717,"score_gpt":0.32474544011857054,"score_spread":0.3088770698656698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993777643","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016328411,0.041761234,0.000009331005,0.8245137,0.008473038,0.0012299862,0.00011352548,0.00028765792,0.10728315],"genre_scores_gemma":[0.00378231,0.00063218415,0.0004566032,0.9342214,0.012646257,0.00018847841,0.0008649553,0.00009607232,0.047111735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977181,0.00017287099,0.00040730505,0.0008080834,0.0002949096,0.00059873227],"domain_scores_gemma":[0.9987591,0.00009732356,0.0003843019,0.0006021949,0.0000376457,0.000119465796],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001281866,0.0004978044,0.000545497,0.00022711151,0.00033106824,0.0001092525,0.00049678347,0.0010767484,0.001720907],"category_scores_gemma":[8.4493564e-7,0.00038927112,0.00010984361,0.00027439755,0.000040800194,0.00009263804,0.00006933251,0.0010688165,0.0015426973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029025672,0.0000564522,0.007189923,0.0013582098,0.000120352204,0.00005415874,0.00080255436,2.7594007e-8,1.604784e-7,0.00008597977,0.98636186,0.0039413245],"study_design_scores_gemma":[0.00091465976,0.00014877453,0.0046025165,0.00003738632,0.00021582126,0.000055895594,0.0001243848,0.0000045594256,4.43399e-7,0.0011863722,0.9923116,0.00039758318],"about_ca_topic_score_codex":0.00083531544,"about_ca_topic_score_gemma":0.00007616927,"teacher_disagreement_score":0.109707735,"about_ca_system_score_codex":0.000027519158,"about_ca_system_score_gemma":0.000010746652,"threshold_uncertainty_score":0.99985594},"labels":[],"label_agreement":null},{"id":"W1993885481","doi":"10.1111/j.1475-3588.2012.00673.x","title":"Stigma in school‐based mental health: perceptions of young people and service providers","year":2012,"lang":"en","type":"article","venue":"Child and Adolescent Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":155,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health","funders":"Mental Health Commission; Commission de la santé mentale du Canada","keywords":"Mental health; Stigma (botany); Perception; Mental health service; Service provider; Young adult; Psychology; Social stigma; Help-seeking; Psychiatry; Medicine; Service (business); Gerontology; Family medicine; Human immunodeficiency virus (HIV); Business","score_opus":0.024970684288561813,"score_gpt":0.3479332209940958,"score_spread":0.322962536705534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993885481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531907,0.009446245,0.000009462585,0.033671793,0.00069883675,0.0019967488,0.00020393776,0.000039640883,0.00074265315],"genre_scores_gemma":[0.98732966,0.0010129599,0.00013864435,0.010942434,0.00011665021,0.000043563374,0.00028771543,0.000025602674,0.00010279428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787545,0.00021854097,0.0005670426,0.0003711633,0.00020881189,0.0007589806],"domain_scores_gemma":[0.9988185,0.000017708886,0.00023242137,0.0001999235,0.000013045167,0.00071840384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003990902,0.00025097147,0.0004156571,0.00017345788,0.00057667395,0.00002131926,0.00009469195,0.0000740425,0.00026130205],"category_scores_gemma":[0.0000025778877,0.00023149852,0.0000424587,0.000248636,0.000071564216,0.00024250732,0.00006776437,0.00026245293,0.000029081551],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002569516,0.0021338183,0.95630056,0.0016650651,0.000015705424,4.2105822e-7,0.013723873,2.6839888e-7,0.00002767213,0.00026523686,0.0056700995,0.019940326],"study_design_scores_gemma":[0.003458629,0.00032130495,0.9823636,0.0010422622,0.00000613179,0.000035440706,0.011535534,0.00005277386,0.000018445666,0.000008671376,0.0009779171,0.00017932271],"about_ca_topic_score_codex":0.0029688757,"about_ca_topic_score_gemma":0.0025846516,"teacher_disagreement_score":0.034138955,"about_ca_system_score_codex":0.0003355134,"about_ca_system_score_gemma":0.00008371274,"threshold_uncertainty_score":0.94402355},"labels":[],"label_agreement":null},{"id":"W1994343699","doi":"10.1007/s11126-014-9335-1","title":"Profiles Associated Respectively with Substance Dependence Only, Mental Disorders Only and Co-occurring Disorders","year":2014,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas College; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychiatry; Multinomial logistic regression; Public health; Marital status; Neighbourhood (mathematics); Psychology; Substance use; Clinical psychology; Logistic regression; Distress; Medicine; Environmental health; Population","score_opus":0.008974760822420493,"score_gpt":0.30010102716734244,"score_spread":0.29112626634492195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994343699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97691375,0.0007988299,0.00036535138,0.0007718092,0.0007371805,0.0010742642,0.00006420062,0.0001693029,0.019105297],"genre_scores_gemma":[0.99837166,0.000049361028,0.0003232438,0.00023423371,0.00010986365,0.00012040113,0.000046385485,0.000048692116,0.00069616124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975814,0.00025561542,0.00038081658,0.00075170054,0.00036037972,0.0006700432],"domain_scores_gemma":[0.9989747,0.0001646163,0.00029983738,0.00033363578,0.000026850807,0.00020039697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030378057,0.00036218722,0.0003340804,0.00019430529,0.0005209019,0.00008052435,0.00026752797,0.00013076846,0.00020551433],"category_scores_gemma":[0.000005988823,0.00030745342,0.00006655364,0.00042719214,0.00014550766,0.0002824216,0.000009642722,0.00027739897,0.00011067471],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049514306,0.0007541583,0.8657044,0.00004575609,0.000115777235,0.0000029356738,0.005507646,2.9064358e-7,0.0000050625194,0.0036241913,0.0012495454,0.122495055],"study_design_scores_gemma":[0.005192101,0.0037067889,0.9801479,0.000064289474,0.000079284226,0.000024075322,0.0043921857,0.00006747345,0.0000043158702,0.0038542468,0.0019003862,0.00056693464],"about_ca_topic_score_codex":0.0011453357,"about_ca_topic_score_gemma":0.011971458,"teacher_disagreement_score":0.121928126,"about_ca_system_score_codex":0.00010423964,"about_ca_system_score_gemma":0.000042011583,"threshold_uncertainty_score":0.9999378},"labels":[],"label_agreement":null},{"id":"W1994649626","doi":"10.1097/01.chi.0000177059.34031.5d","title":"Are Ataques de Nervios in Puerto Rican Children Associated With Psychiatric Disorder?","year":2005,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"National Institute of Mental Health","keywords":"Puerto rican; Psychiatry; Psychology; Anxiety; Depression (economics); Anxiety disorder; Clinical psychology; Mental health","score_opus":0.011472262758406238,"score_gpt":0.31692122943226836,"score_spread":0.3054489666738621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994649626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93354803,0.004241752,0.000018503773,0.060827922,0.00037465544,0.000518781,0.000035044868,0.000023629756,0.00041169775],"genre_scores_gemma":[0.9840541,0.0003595716,0.0005055529,0.014111846,0.0008396815,0.000009358973,0.0000030876072,0.000054614902,0.00006220834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668753,0.0005374621,0.0011798431,0.00033243702,0.00059059396,0.0006721405],"domain_scores_gemma":[0.9946835,0.000064253036,0.004663045,0.0003011167,0.000042121814,0.00024598718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057284214,0.00037448856,0.0008379329,0.00042388067,0.00019593711,0.000021721375,0.001130213,0.00013296914,0.000053920317],"category_scores_gemma":[0.000029503259,0.00024460524,0.00036167336,0.0012561795,0.00031397998,0.00021489053,0.00008280847,0.00149269,0.000007194194],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009321713,0.0026317984,0.9708899,0.000029772462,0.000257592,0.0000028379561,0.00017696274,0.00011541877,0.0000036210233,0.00012743489,0.015850795,0.008981684],"study_design_scores_gemma":[0.0036154431,0.00037343017,0.9929603,0.00095338834,0.00019269614,0.00015923298,0.0003992229,0.0000089818195,0.000026594824,0.00019917436,0.0008536582,0.00025792108],"about_ca_topic_score_codex":0.00012007279,"about_ca_topic_score_gemma":0.0003234115,"teacher_disagreement_score":0.050506063,"about_ca_system_score_codex":0.00026523534,"about_ca_system_score_gemma":0.00008635092,"threshold_uncertainty_score":0.9974712},"labels":[],"label_agreement":null},{"id":"W1995130842","doi":"10.1016/s0962-1849(00)80009-8","title":"Should we screen for depression? Caveats and potential pitfalls","year":2000,"lang":"en","type":"article","venue":"Applied and Preventive Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":97,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Depression (economics); Intervention (counseling); Psychological intervention; Psychology; Primary care; Psychiatry; Medicine; Clinical psychology; Family medicine","score_opus":0.039617891487760674,"score_gpt":0.3956572514842583,"score_spread":0.3560393599964976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995130842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9017622,0.0045693805,0.0009774808,0.0013265023,0.00046463206,0.0019484255,0.00010933912,0.00007309692,0.08876894],"genre_scores_gemma":[0.9885043,0.00084296963,0.0007334455,0.0016251148,0.00019239596,0.0004922902,0.00007097181,0.000028778111,0.00750974],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99848443,0.00008589207,0.00026896608,0.0006522449,0.00007949024,0.00042899596],"domain_scores_gemma":[0.9994079,0.00010239091,0.00007716274,0.00024322516,0.000013752399,0.00015557437],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018809222,0.00022300256,0.00029398047,0.00007200963,0.0002655297,0.000023703637,0.00012816643,0.00022542688,0.0032622127],"category_scores_gemma":[0.0000012876119,0.0001902144,0.00005312565,0.000071665265,0.0001437964,0.000055357763,0.000036550136,0.0001454343,0.00013194366],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017187883,0.00039506127,0.0048856367,0.00004183592,0.00016381309,0.0000139617705,0.0007760912,2.5090006e-7,0.0006250807,0.0059594633,0.008090015,0.97733],"study_design_scores_gemma":[0.016646923,0.0010795987,0.7940403,0.00008440039,0.00032258013,0.00018233243,0.00049008697,0.00001647428,0.00041142778,0.06669706,0.11916099,0.0008678127],"about_ca_topic_score_codex":0.000051127314,"about_ca_topic_score_gemma":0.000016108974,"teacher_disagreement_score":0.9764622,"about_ca_system_score_codex":0.000007825091,"about_ca_system_score_gemma":0.0000043219616,"threshold_uncertainty_score":0.99764895},"labels":[],"label_agreement":null},{"id":"W1995663754","doi":"10.1111/j.1547-5069.2000.00039.x","title":"Being Strong: How Black West‐Indian Canadian Women Manage Depression and Its Stigma","year":2000,"lang":"en","type":"article","venue":"Journal of Nursing Scholarship","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Grounded theory; Stigma (botany); Vulnerability (computing); Depression (economics); Psychology; Gender studies; Social psychology; Psychiatry; Qualitative research; Sociology; Social science","score_opus":0.045472256780167725,"score_gpt":0.36155994270624314,"score_spread":0.3160876859260754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995663754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98338556,0.0014147783,0.0000017392833,0.0025408699,0.0005569096,0.00018480705,0.000005971131,0.000012205445,0.011897176],"genre_scores_gemma":[0.9958334,0.000075315096,0.000135053,0.000298029,0.00030323412,0.000003735877,0.0000035757898,0.000027887943,0.0033197429],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983277,0.00022367612,0.00031586993,0.00021475815,0.00026537088,0.0006526625],"domain_scores_gemma":[0.99866635,0.000057302612,0.00020036809,0.00016472217,0.00005241228,0.0008588325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063108286,0.00018017231,0.00025991094,0.0003561606,0.00041671685,0.00021193929,0.00024993723,0.00015666742,0.0018236066],"category_scores_gemma":[0.000023644843,0.00015963367,0.000055193217,0.00017794473,0.000054184733,0.00075737596,0.0000071878626,0.0005982663,0.00009310288],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006524259,0.0004099132,0.1638578,0.00008292377,0.00017013948,0.001761376,0.024014095,0.0000086117,0.00019444393,0.0007114233,0.0011364397,0.8070004],"study_design_scores_gemma":[0.002395111,0.00046414524,0.98653656,0.0012386678,0.00007773413,0.0006870592,0.0040808665,0.000012253163,0.0002559949,0.0018414484,0.0021396417,0.00027050523],"about_ca_topic_score_codex":0.0003594563,"about_ca_topic_score_gemma":0.00058900064,"teacher_disagreement_score":0.8226788,"about_ca_system_score_codex":0.00059966464,"about_ca_system_score_gemma":0.00006019712,"threshold_uncertainty_score":0.9990889},"labels":[],"label_agreement":null},{"id":"W1996262586","doi":"10.5539/ijps.v4n2p253","title":"Mental Health Service Needs among Chinese Urban Residents: Intensity and Factors","year":2012,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Residence; Mental health; China; Service (business); Sample (material); Mental health service; Psychology; Household income; Exploratory research; Gerontology; Socioeconomics; Geography; Demography; Business; Medicine; Sociology; Marketing; Psychiatry; Social science","score_opus":0.10723231661294684,"score_gpt":0.4777221534502423,"score_spread":0.37048983683729547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996262586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768091,0.009077919,0.000009931417,0.0066031446,0.0063770427,0.00014746648,0.000016486454,0.000017261902,0.0009416419],"genre_scores_gemma":[0.99504983,0.0009236319,0.000093339775,0.002839252,0.00079581863,0.0000051931133,0.00000868117,0.000008954082,0.00027527285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843603,0.00013330611,0.0005854209,0.00014424293,0.00038811992,0.00031285622],"domain_scores_gemma":[0.99874824,0.00013837783,0.00051322824,0.00009119374,0.00027075963,0.00023821597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049967755,0.00018982215,0.0003884116,0.00018189538,0.00017553677,0.000030772124,0.00029977283,0.00006854863,0.0003153937],"category_scores_gemma":[0.000070624745,0.00011420477,0.00009354732,0.00016040853,0.00013329773,0.00034303288,0.00014331509,0.00025598504,0.000028800945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040359833,0.0006055634,0.9665801,0.000009372783,0.00050033175,0.000018337942,0.012665768,1.24362e-7,0.000011343248,0.0002843635,0.016025605,0.002895474],"study_design_scores_gemma":[0.0011709185,0.00036417475,0.9888219,0.00007858333,0.00001416827,0.00016037421,0.007903227,5.299209e-7,0.0000067074784,0.00031782102,0.0010662136,0.000095343916],"about_ca_topic_score_codex":0.00019215856,"about_ca_topic_score_gemma":0.00003161113,"teacher_disagreement_score":0.022241822,"about_ca_system_score_codex":0.00016382757,"about_ca_system_score_gemma":0.000004053734,"threshold_uncertainty_score":0.46571353},"labels":[],"label_agreement":null},{"id":"W1996447489","doi":"10.1186/1472-6920-12-120","title":"Effectiveness of contact-based education for reducing mental illness-related stigma in pharmacy students","year":2012,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":165,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Mental Health Commission of Canada; Memorial University of Newfoundland; University of Saskatchewan; University of Calgary","funders":"Alberta Innovates; Mental Health Commission","keywords":"Stigma (botany); Pharmacy; Mental illness; Pharmacy education; Medical education; Medicine; Psychology; MEDLINE; Psychiatry; Mental health; Clinical psychology; Family medicine; Pharmacy practice","score_opus":0.03762414824581654,"score_gpt":0.47780040358944653,"score_spread":0.44017625534363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996447489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988131,0.0013190446,0.00017460561,0.00018218874,0.0073751532,0.001901998,0.0000074543423,0.000020428033,0.00088814786],"genre_scores_gemma":[0.9972239,0.000013057144,0.00019032096,0.00019788343,0.00020873992,0.0014800968,0.0004435548,0.000018895713,0.00022352577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819684,0.00046651825,0.0004489956,0.00023384302,0.00035184502,0.00030193027],"domain_scores_gemma":[0.99868524,0.0006323597,0.00019477049,0.00016619405,0.00005897594,0.00026245616],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013768447,0.00013493406,0.0002236015,0.00017485856,0.00009175095,0.000008837425,0.0001857122,0.000109954846,0.0012865842],"category_scores_gemma":[0.00027077855,0.00012459242,0.00005606095,0.00022229845,0.000041318177,0.00016841137,0.000017884491,0.00011666074,0.00003955083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010430609,0.014234684,0.8276414,0.001530108,0.00004518566,2.037273e-7,0.00353732,0.0000012456619,0.0006094328,0.0030684182,0.0014928919,0.14679605],"study_design_scores_gemma":[0.0069161244,0.00014886807,0.9834465,0.0013445677,0.000063102605,0.0000052401724,0.00219063,0.00012737552,0.004484559,0.00019058841,0.0008807069,0.00020173573],"about_ca_topic_score_codex":0.0014765979,"about_ca_topic_score_gemma":0.000022605947,"teacher_disagreement_score":0.1558051,"about_ca_system_score_codex":0.00030561636,"about_ca_system_score_gemma":0.0011449883,"threshold_uncertainty_score":0.9996264},"labels":[],"label_agreement":null},{"id":"W1996916035","doi":"10.1007/s11126-008-9089-8","title":"Employment Discrimination Against Schizophrenia","year":2008,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Schizophrenia (object-oriented programming); Public health; Psychology; Psychiatry; Medicine; Nursing","score_opus":0.02781337504180396,"score_gpt":0.32314975555121445,"score_spread":0.29533638050941047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996916035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9538442,0.0010227663,0.00024126019,0.0010351102,0.0029452192,0.0005100218,0.000013763611,0.00016788935,0.040219754],"genre_scores_gemma":[0.9932779,0.000037090173,0.0006610928,0.000559043,0.0005381353,0.00016973879,0.00007071082,0.000029309853,0.0046569966],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99843216,0.00009403268,0.0003925864,0.00040629777,0.00025354212,0.0004213928],"domain_scores_gemma":[0.99924785,0.00003467275,0.00014351566,0.00038459434,0.000028328117,0.0001610538],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000992403,0.00021111025,0.00019309558,0.0002093862,0.00042938275,0.000021762855,0.00020909327,0.00009123366,0.0007421189],"category_scores_gemma":[0.0000013321851,0.00018453693,0.00010528232,0.00033620378,0.00004917,0.00016330235,0.000008113471,0.00014086507,0.0023419724],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066042366,0.0026576063,0.06530473,0.000063988744,0.00014024715,0.00014335968,0.014724538,8.375809e-7,0.000048673213,0.013121062,0.07760448,0.82553005],"study_design_scores_gemma":[0.007994348,0.0030193808,0.9690252,0.000029795998,0.00010122706,0.00013169272,0.0022450795,0.00005020422,0.000030102188,0.0032463835,0.013357195,0.0007693889],"about_ca_topic_score_codex":0.00022040484,"about_ca_topic_score_gemma":0.000049460257,"teacher_disagreement_score":0.9037205,"about_ca_system_score_codex":0.00006808994,"about_ca_system_score_gemma":0.000021846941,"threshold_uncertainty_score":0.99843484},"labels":[],"label_agreement":null},{"id":"W1997514482","doi":"10.1192/pb.bp.107.014571","title":"Nepalese psychiatrists' struggle for evolution","year":2007,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Mental health; Politics; Medicine; Psychiatry; State (computer science); Mental healthcare; Capital (architecture); Capital city; Economic growth; Political science; Nursing; Geography; Law","score_opus":0.01756657513214952,"score_gpt":0.3463881503968645,"score_spread":0.32882157526471495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997514482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7493509,0.0152929425,0.05371948,0.010284765,0.019520808,0.004330293,0.00013410219,0.00057258405,0.14679414],"genre_scores_gemma":[0.9788585,0.000019471081,0.010132383,0.00076055346,0.00184867,0.00022095343,0.000073085226,0.000052353247,0.008034078],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977774,0.000059318056,0.0005837296,0.0005488298,0.00021885525,0.00081185316],"domain_scores_gemma":[0.99883837,0.00020117027,0.0002416332,0.00043063005,0.000061389444,0.00022682369],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007977573,0.00025534118,0.00024425128,0.00027238516,0.00039603046,0.000027323102,0.00027666937,0.00020858739,0.00338814],"category_scores_gemma":[0.0000170642,0.00024082021,0.0001940917,0.0004293273,0.00004413423,0.000036113703,0.000024867584,0.00018245944,0.0020571332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025670007,0.0019822537,0.08950777,0.00021071044,0.0001318964,0.00001375663,0.0005475297,0.0000016774441,0.000021397995,0.090031065,0.70135427,0.11363065],"study_design_scores_gemma":[0.008491683,0.0011733146,0.2300169,0.00002333714,0.00017676414,0.000050940962,0.0014324363,0.000014647721,0.000029217468,0.012432861,0.74543995,0.00071797095],"about_ca_topic_score_codex":0.00041831142,"about_ca_topic_score_gemma":0.00010387357,"teacher_disagreement_score":0.22950758,"about_ca_system_score_codex":0.00013532379,"about_ca_system_score_gemma":0.000024450585,"threshold_uncertainty_score":0.9987199},"labels":[],"label_agreement":null},{"id":"W1998313942","doi":"10.1100/tsw.2008.74","title":"The Theory and Practice of Consultation-Liaison (CL) Psychiatry in Trinidad and Tobago with Reference to Suicidal Behavior","year":2008,"lang":"en","type":"article","venue":"The Scientific World JOURNAL","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychiatry; Depression (economics); Medicine; Mood; Schizophrenia (object-oriented programming); Suicide prevention; Poison control; Medical emergency","score_opus":0.050941549079326014,"score_gpt":0.38353191139754544,"score_spread":0.3325903623182194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998313942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860337,0.002143568,0.000009244165,0.0040198006,0.0008512558,0.00040010965,0.0000063700227,0.0000050656436,0.006530925],"genre_scores_gemma":[0.99262196,0.00008824172,0.0003058207,0.00022927848,0.00004128929,0.000028235032,0.0000012256769,0.0000064140368,0.0066775517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853003,0.0004996035,0.00029946893,0.00018963784,0.00024682572,0.00023446337],"domain_scores_gemma":[0.9982604,0.0010927223,0.00022645881,0.00021020706,0.00009368717,0.00011651762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027550277,0.000092231836,0.00011647157,0.00014411195,0.0010783463,0.00012883745,0.0001978039,0.000021310265,0.000094811985],"category_scores_gemma":[0.0001298377,0.00004602437,0.00001407928,0.00048460878,0.0005264221,0.00015960085,0.00003532948,0.00025837225,0.000014507214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019607764,0.0021745667,0.58240145,0.000061466206,0.00021069424,0.00019082159,0.047626708,0.0000148977215,0.001084978,0.17456049,0.020480663,0.15158552],"study_design_scores_gemma":[0.004709651,0.0006273252,0.9439502,0.00015627388,0.00012138896,0.002597171,0.023126194,0.000004170419,0.00021123943,0.002624953,0.021628255,0.00024320302],"about_ca_topic_score_codex":0.00009046876,"about_ca_topic_score_gemma":0.0011240368,"teacher_disagreement_score":0.36154872,"about_ca_system_score_codex":0.000021492187,"about_ca_system_score_gemma":0.00008119505,"threshold_uncertainty_score":0.8293877},"labels":[],"label_agreement":null},{"id":"W1999051473","doi":"10.1108/jpmh-09-2013-0059","title":"Mental health services: the African gap","year":2014,"lang":"en","type":"article","venue":"Journal of Public Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Mental health; Global mental health; Medicine; Originality; Population; Disease burden; Developing country; Psychiatry; Economic growth; Environmental health; Psychology; Economics","score_opus":0.06531910438569001,"score_gpt":0.4022510494571253,"score_spread":0.3369319450714353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999051473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5481641,0.012907036,0.00034063237,0.3867735,0.012101614,0.002687501,0.0001919027,0.00010876963,0.036724903],"genre_scores_gemma":[0.9755011,0.00044662543,0.0003470859,0.021237934,0.0008280358,0.000020141219,0.00007099294,0.000038135113,0.0015099383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951896,0.0013072545,0.0013882553,0.00029471618,0.0007826743,0.0010375143],"domain_scores_gemma":[0.9965484,0.00012716863,0.0018312776,0.00043045534,0.00008334511,0.000979322],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044181407,0.0002845493,0.0006124733,0.00025462674,0.001161915,0.00012769627,0.00076326355,0.00007649361,0.0013710043],"category_scores_gemma":[0.000007379794,0.0001791313,0.00019806174,0.0004096932,0.00010949829,0.00040277842,0.00010349416,0.00048423573,0.0001860464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006045078,0.0025710133,0.020909764,0.0008041661,0.0004082073,0.000014222728,0.04593389,0.0000011615583,0.000019105682,0.033471823,0.23267964,0.6625825],"study_design_scores_gemma":[0.0070490343,0.0061706356,0.041473217,0.0005242424,0.000020416073,0.00097166543,0.035772342,0.00014893137,0.000018734812,0.001103407,0.9063748,0.0003725436],"about_ca_topic_score_codex":0.0014592595,"about_ca_topic_score_gemma":0.00063012034,"teacher_disagreement_score":0.6736952,"about_ca_system_score_codex":0.0012055886,"about_ca_system_score_gemma":0.00037318832,"threshold_uncertainty_score":0.9995419},"labels":[],"label_agreement":null},{"id":"W1999513898","doi":"10.1080/13607863.2014.944092","title":"Association between perceived social stigma against mental disorders and use of health services for psychological distress symptoms in the older adult population: validity of the STIG scale","year":2014,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Santé Montérégie; Hôpital Charles-Le Moyne","funders":"","keywords":"Mental health; Stigma (botany); Psychology; Clinical psychology; Social stigma; Population; Psychiatry; Help-seeking; Respondent; Public health; Distress; Scale (ratio); Social support; Medicine; Social psychology; Family medicine; Environmental health; Nursing","score_opus":0.0401476546287497,"score_gpt":0.3853906448106167,"score_spread":0.345242990181867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999513898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865438,0.00011106357,0.0000197172,0.010559205,0.00041579013,0.0017974378,0.00048625752,0.00001733799,0.00004939261],"genre_scores_gemma":[0.9968561,0.000085381915,0.00006624489,0.002079064,0.000099548735,0.0000789166,0.000674806,0.000014876433,0.000045069868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971504,0.0010755796,0.00067255256,0.00033258606,0.00034220295,0.00042662863],"domain_scores_gemma":[0.9986486,0.00031490732,0.00073950243,0.00020174551,0.000023870483,0.00007139108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010130074,0.00017842014,0.0004057803,0.000050268212,0.0007458756,0.00002701072,0.00022378597,0.00009581497,0.000013277868],"category_scores_gemma":[0.000007702194,0.00011943053,0.00009238074,0.00017009901,0.00008570048,0.00013381653,0.000053162985,0.00016042718,8.3174876e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004696317,0.0003994641,0.8986842,0.00033438133,0.00002790854,2.9240228e-8,0.014770423,6.825555e-7,0.0000035509445,0.00015111902,0.00044867324,0.085132614],"study_design_scores_gemma":[0.0020234631,0.00029067535,0.9938826,0.00023061871,0.000017666533,5.110255e-7,0.003006723,0.00007476308,0.000004027993,0.00019725993,0.0001814753,0.00009023774],"about_ca_topic_score_codex":0.005703983,"about_ca_topic_score_gemma":0.0029329977,"teacher_disagreement_score":0.095198385,"about_ca_system_score_codex":0.0002946132,"about_ca_system_score_gemma":0.000012092145,"threshold_uncertainty_score":0.86227536},"labels":[],"label_agreement":null},{"id":"W1999964348","doi":"10.1007/s00406-014-0530-8","title":"Stigmatization of psychiatrists and general practitioners: results of an international survey","year":2014,"lang":"en","type":"article","venue":"European Archives of Psychiatry and Clinical Neuroscience","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Stigma (botany); Psychiatry; Psychological intervention; Clinical psychology; Mental illness; Mental health; Psychology; Medicine; Social stigma; Assertiveness; Family medicine; Social psychology","score_opus":0.0552024991911432,"score_gpt":0.41510631700650524,"score_spread":0.35990381781536207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999964348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97994375,0.00005409099,0.0006084075,0.00029426103,0.0017628443,0.00012649172,0.00010835914,0.000009352574,0.017092442],"genre_scores_gemma":[0.9948428,0.00027557273,0.004345416,0.00019419045,0.00013668288,7.9006423e-7,0.0000339708,0.000008308429,0.00016222757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741185,0.001173492,0.0007797728,0.00037545423,0.00014746991,0.00011194553],"domain_scores_gemma":[0.99854237,0.00044912507,0.0006145158,0.00025334876,0.000025814188,0.00011480382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165167,0.00009130174,0.00018777898,0.000085840475,0.000070830225,0.000012363974,0.00026514783,0.000022273729,0.000010389954],"category_scores_gemma":[0.00030709055,0.00007831554,0.000042452524,0.00011284499,0.00055087724,0.00017044891,0.00007344201,0.00010498013,0.0000013854253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015585589,0.0017619457,0.9209256,0.00009630176,0.000016707618,0.0000011358978,0.00036000976,0.000012085535,0.000548558,0.014678789,0.00016858517,0.059871733],"study_design_scores_gemma":[0.0015045325,0.0010956192,0.9955072,0.000055101325,0.000011588149,0.0000045687593,0.000036224817,0.0007683044,0.000027217302,0.0007130567,0.00021249779,0.0000641198],"about_ca_topic_score_codex":0.000065634806,"about_ca_topic_score_gemma":0.00005181331,"teacher_disagreement_score":0.07458158,"about_ca_system_score_codex":7.827421e-7,"about_ca_system_score_gemma":0.000014227074,"threshold_uncertainty_score":0.3193615},"labels":[],"label_agreement":null},{"id":"W2000131291","doi":"10.15273/dmj.vol34no3.3969","title":"Perceived stigma toward mental health consumers does not influence willingness to seek mental health care nor psychiatry as a top residency choice among psychiatrically-minded 1st and 4th year medical students","year":2007,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"University of Alberta","keywords":"Stigma (botany); Mental illness; Mental health; Perception; Specialty; Psychiatry; Psychology; Context (archaeology); Mental health care; Clinical psychology; Medicine","score_opus":0.013364415260003282,"score_gpt":0.38234019271024405,"score_spread":0.3689757774502408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000131291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9277748,0.0023095412,0.00011092377,0.061547734,0.0061594015,0.0015005706,0.0001409017,0.000105253384,0.00035085995],"genre_scores_gemma":[0.96193075,0.0016160196,0.0014228286,0.033005983,0.0014210636,0.000046057616,0.000100583944,0.00008941132,0.0003673053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98962164,0.0006947146,0.0020435168,0.0010691802,0.004684424,0.0018865527],"domain_scores_gemma":[0.99264,0.0002981904,0.00072850974,0.0004396451,0.00015205373,0.0057415557],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034543262,0.000636886,0.0010136806,0.00042014857,0.0016906033,0.00023621733,0.0014350207,0.00050425564,0.0026811918],"category_scores_gemma":[0.00032709184,0.00047986393,0.00019941716,0.00053615385,0.0005264165,0.00030485887,0.00041072804,0.0018920836,0.00017150589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014052903,0.0011598134,0.8849349,0.0002666359,0.00023643469,0.0003503912,0.027478872,2.3378936e-7,0.0000066315874,0.00013348454,0.012999972,0.071027346],"study_design_scores_gemma":[0.008342647,0.001765212,0.96707326,0.0010379697,0.000046340236,0.00080252805,0.015444727,0.000005164588,0.0000072841844,0.000054790286,0.004898204,0.0005218719],"about_ca_topic_score_codex":0.0058285086,"about_ca_topic_score_gemma":0.009963758,"teacher_disagreement_score":0.08213837,"about_ca_system_score_codex":0.0007532029,"about_ca_system_score_gemma":0.0020014544,"threshold_uncertainty_score":0.9997653},"labels":[],"label_agreement":null},{"id":"W2000391066","doi":"10.1176/pn.44.10.0019","title":"An American Psychiatrist in Cuba","year":2009,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Privilege (computing); Mental health; Charter; Miami; Presentation (obstetrics); Library science; Political science; Media studies; Medicine; Psychiatry; Law; Sociology","score_opus":0.017518607590071244,"score_gpt":0.39056054215206776,"score_spread":0.3730419345619965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000391066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9031736,0.0015306801,0.00009370977,0.004558093,0.0020290616,0.0006114449,0.0000091090005,0.000152256,0.087842025],"genre_scores_gemma":[0.99191934,0.00010543633,0.0023255006,0.0040244763,0.00071962987,0.000053020263,0.00003022168,0.000023848153,0.0007985237],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979498,0.00016593449,0.0004997949,0.0005814262,0.00018667593,0.0006163977],"domain_scores_gemma":[0.9988693,0.00002923392,0.0002023971,0.00063503074,0.000013721405,0.00025031142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017278326,0.00024815722,0.00032472523,0.0003903963,0.00014184453,0.00003980891,0.00038546236,0.00008118352,0.0007625721],"category_scores_gemma":[0.0000026190355,0.00022595208,0.00009015545,0.00122451,0.00004274574,0.0001599926,0.000008720991,0.00024275263,0.00074689137],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035035043,0.0024126077,0.381663,0.000008235192,0.000011721595,0.00002510842,0.0006200897,0.0000023947318,0.000011048673,0.006584064,0.024099326,0.58421206],"study_design_scores_gemma":[0.0028324118,0.0019833501,0.9714619,0.0000075934277,0.00002889163,0.000018377805,0.0011188406,0.000028759181,0.0000049531186,0.0054075895,0.016706416,0.00040090474],"about_ca_topic_score_codex":0.0038382052,"about_ca_topic_score_gemma":0.0012549106,"teacher_disagreement_score":0.5897989,"about_ca_system_score_codex":0.00007124992,"about_ca_system_score_gemma":0.000024861862,"threshold_uncertainty_score":0.96000266},"labels":[],"label_agreement":null},{"id":"W2000644842","doi":"10.1136/bmj.c1468","title":"Long term treatment of depression with selective serotonin reuptake inhibitors and newer antidepressants","year":2010,"lang":"en","type":"review","venue":"BMJ","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Venlafaxine; Antidepressant; Medical prescription; Fluoxetine; Reuptake inhibitor; Tolerability; Medicine; Duloxetine; Reboxetine; Depression (economics); Psychiatry; Serotonin; Internal medicine; Pharmacology; Adverse effect; Alternative medicine; Anxiety","score_opus":0.06144540481215903,"score_gpt":0.4310767837115445,"score_spread":0.36963137889938547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000644842","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025139112,0.96423656,0.0000017441515,0.00001368679,0.00061488274,0.004736161,0.000066110995,0.000037980415,0.0051537612],"genre_scores_gemma":[0.0048038466,0.9896899,0.00015848139,0.000010684345,0.00037423463,0.0013803585,0.00014671558,0.00008295873,0.0033528102],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979537,0.00020483292,0.00063243986,0.00065242586,0.0001925924,0.00036397285],"domain_scores_gemma":[0.9983708,0.00014170154,0.00073219044,0.00056229363,0.000041435633,0.00015157943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012269599,0.0005044834,0.0014109961,0.00017463561,0.00012515501,0.00002338304,0.00014467906,0.00047144474,0.00018669487],"category_scores_gemma":[0.00000563288,0.00030004964,0.00015459707,0.00019446999,0.00009710221,0.00008086461,0.000048825674,0.0002444034,0.000038702856],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121805744,0.00042179355,0.04026472,0.0022190132,0.00027334542,0.00012199426,0.00024033777,1.2718894e-8,8.083693e-7,0.000007830851,0.00048738305,0.95584095],"study_design_scores_gemma":[0.005481423,0.0025486762,0.13156307,0.02955087,0.002722468,0.00083552394,0.000064238484,5.5233244e-7,0.00033452205,0.000012947247,0.8257228,0.0011628947],"about_ca_topic_score_codex":0.00028345082,"about_ca_topic_score_gemma":0.00016094891,"teacher_disagreement_score":0.95467806,"about_ca_system_score_codex":0.00008852045,"about_ca_system_score_gemma":0.00008331619,"threshold_uncertainty_score":0.99994516},"labels":[],"label_agreement":null},{"id":"W2001325592","doi":"10.1176/ps.2006.57.5.631","title":"Treatment Seeking for Depression in Canada and the United States","year":2006,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychiatry; Psychology; Political science; Economics","score_opus":0.011013283282143385,"score_gpt":0.2976222108256747,"score_spread":0.2866089275435313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001325592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99178743,0.004382689,0.000010865828,0.001224331,0.0004942589,0.0007333237,0.000026006303,0.000015194882,0.0013258798],"genre_scores_gemma":[0.9983009,0.00013148549,0.00009794058,0.00064041454,0.00012247784,0.00029350267,0.00015982828,0.000011152136,0.00024227017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991816,0.00006728955,0.00021975405,0.00020764113,0.000076872166,0.0002468336],"domain_scores_gemma":[0.9994437,0.00026604894,0.00009991971,0.00014394829,0.000012153628,0.000034220982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007575575,0.00012394703,0.00014749792,0.000088723806,0.00017670647,0.000022580425,0.00010058057,0.000030223593,0.000042049087],"category_scores_gemma":[3.755534e-7,0.000071611954,0.000022380756,0.00024979765,0.000012846928,0.000036141115,0.0000132263385,0.00003592142,0.000002967296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005700757,0.00013076465,0.9906465,0.00009390672,0.000026437512,0.000004335657,0.0007655199,0.00006268235,6.5210224e-7,0.0007475527,0.000392875,0.0065586967],"study_design_scores_gemma":[0.01570971,0.00013023843,0.9555398,0.000019160596,0.0000975438,0.000010507267,0.0043769213,0.007510915,0.000016024567,0.003825937,0.012544137,0.00021906102],"about_ca_topic_score_codex":0.99370986,"about_ca_topic_score_gemma":0.9814115,"teacher_disagreement_score":0.035106655,"about_ca_system_score_codex":0.0001329953,"about_ca_system_score_gemma":0.000033261138,"threshold_uncertainty_score":0.29202506},"labels":[],"label_agreement":null},{"id":"W2001789609","doi":"10.1007/s11524-010-9464-2","title":"Predictors of Depression Screening Rates of Nurses Receiving a Personal Digital Assistant-based Reminder to Screen","year":2010,"lang":"en","type":"article","venue":"Journal of Urban Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Nursing Research; Sigma Theta Tau International","keywords":"Specialty; Depression (economics); Medicine; Patient Health Questionnaire; Ethnic group; Family medicine; Odds ratio; Nursing; Psychiatry; Anxiety; Internal medicine; Depressive symptoms","score_opus":0.04010799165471107,"score_gpt":0.3832210460448221,"score_spread":0.343113054390111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001789609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99588853,0.00060802174,0.0004635847,0.0006822614,0.0012732695,0.00028897348,0.00008759572,0.000009352324,0.0006984087],"genre_scores_gemma":[0.99739975,0.00000529339,0.001723493,0.00021377935,0.00033378092,0.0000036825102,0.0000100556235,0.00002283786,0.0002873585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978748,0.000115540715,0.0009991917,0.00018587125,0.00047550758,0.000349089],"domain_scores_gemma":[0.99761456,0.00029818263,0.0013017746,0.0001895158,0.0001907616,0.00040522937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072185823,0.00015945846,0.0005016575,0.00031285957,0.00012337003,0.00002371068,0.00023332277,0.00010859768,0.00033027472],"category_scores_gemma":[0.0001202143,0.00012279386,0.00015014119,0.00023861896,0.00007131541,0.00022157225,0.000025302255,0.00041094035,0.000003448772],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011658375,0.00041387705,0.953796,0.00012119917,0.00007697664,0.000013354436,0.0025493312,0.0000035211317,0.00044839297,0.000023907494,0.008739803,0.032647774],"study_design_scores_gemma":[0.002134133,0.0017098017,0.9904757,0.0010318651,0.000034299246,0.00004974665,0.0014647901,0.0000660162,0.0017253458,0.00001079089,0.0011731385,0.00012434862],"about_ca_topic_score_codex":0.0002245729,"about_ca_topic_score_gemma":0.00004977683,"teacher_disagreement_score":0.0366797,"about_ca_system_score_codex":0.000068184796,"about_ca_system_score_gemma":0.00023190213,"threshold_uncertainty_score":0.5007388},"labels":[],"label_agreement":null},{"id":"W2004395449","doi":"10.1111/j.1365-2850.2009.01399.x","title":"Stigma, negative attitudes and discrimination towards mental illness within the nursing profession: a review of the literature","year":2009,"lang":"en","type":"review","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":405,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Health Sciences Centre; Douglas College","funders":"","keywords":"Mental illness; Stigma (botany); Schulze method; Psychiatry; Nursing; Mental health; Medicine; Social stigma; Psychology; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.04082236869266613,"score_gpt":0.4616357051984876,"score_spread":0.4208133365058215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004395449","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058140216,0.9782219,0.0000058704613,0.01187316,0.0060184146,0.0026509154,0.00006883181,0.0000063372004,0.00057315285],"genre_scores_gemma":[0.0020637005,0.99583536,0.00043277335,0.0008458978,0.000509344,0.000023577513,0.000036464957,0.000030551128,0.00022232653],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99583167,0.0011804879,0.0017299119,0.0003316164,0.0005587007,0.00036759142],"domain_scores_gemma":[0.995693,0.00010924828,0.003618271,0.00026241766,0.00009131523,0.00022569772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012951791,0.00045453315,0.0014859308,0.00022666504,0.0011436933,0.000055538258,0.00033695588,0.00020471388,0.000023390146],"category_scores_gemma":[0.000017233766,0.00021713787,0.00035237143,0.0006986911,0.00027876996,0.00023123075,0.000035872134,0.0009538615,7.4658044e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000998282,0.0005122588,0.000033202043,0.048761252,0.00007680617,0.0000024348126,0.013155898,9.106517e-9,4.7044928e-8,0.0005563039,0.006864238,0.9299377],"study_design_scores_gemma":[0.0015190414,0.0011723965,0.0023601952,0.9393896,0.0010354976,0.0020487516,0.007930076,0.0000012303368,8.836967e-7,0.00076729513,0.04343773,0.00033728493],"about_ca_topic_score_codex":0.000028636316,"about_ca_topic_score_gemma":0.000005997388,"teacher_disagreement_score":0.9296004,"about_ca_system_score_codex":0.00057078566,"about_ca_system_score_gemma":0.00043623731,"threshold_uncertainty_score":0.8854626},"labels":[],"label_agreement":null},{"id":"W2005114266","doi":"10.1177/0020764012452349","title":"Adaptation and translation of mental health interventions in Middle Eastern Arab countries: A systematic review of barriers to and strategies for effective treatment implementation","year":2012,"lang":"en","type":"review","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":171,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychosocial; Psychological intervention; Mental health; Context (archaeology); Adaptation (eye); Intervention (counseling); Medicine; Middle East; Psychology; Political science; Psychotherapist; Nursing; Geography","score_opus":0.1168763819358136,"score_gpt":0.4954326020510911,"score_spread":0.37855622011527745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005114266","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011728596,0.99167234,0.00033789972,0.00064914307,0.0012534853,0.004275761,0.00060160685,0.0000025076683,0.000034424174],"genre_scores_gemma":[0.011183009,0.98733264,0.00044716467,0.00011931929,0.00021062976,0.00046977488,0.00019675012,0.000022329035,0.00001835381],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9971848,0.00036226696,0.0018925571,0.0001482646,0.00026753475,0.00014454889],"domain_scores_gemma":[0.9969938,0.00014980588,0.0025297375,0.000056274177,0.00016576781,0.00010463986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077886827,0.00021153435,0.0013758728,0.0003866655,0.00006519885,0.00002249345,0.00012523869,0.000085958876,0.00006698114],"category_scores_gemma":[0.000011031415,0.00017067486,0.00038419382,0.00011203222,0.000038976345,0.00022078806,0.0000116367255,0.00008452084,0.0000010050896],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023526297,0.00030646924,0.00030101178,0.6511711,0.0013695606,6.1671903e-7,0.014754812,1.8595581e-7,9.2734986e-8,0.0031057608,0.000077048164,0.32867807],"study_design_scores_gemma":[0.0054794354,0.0028846909,0.0007344582,0.9451975,0.003219685,0.00007955105,0.033247724,0.0000044014273,5.122229e-7,0.00056585355,0.008276129,0.00031006298],"about_ca_topic_score_codex":0.00017346407,"about_ca_topic_score_gemma":0.0003796459,"teacher_disagreement_score":0.328368,"about_ca_system_score_codex":0.0003544084,"about_ca_system_score_gemma":0.000299539,"threshold_uncertainty_score":0.6959919},"labels":[],"label_agreement":null},{"id":"W2005631658","doi":"10.1097/01.mlr.0000196954.67658.95","title":"Perceived Barriers To Mental Health Service Use Among Individuals With Mental Disorders in the Canadian General Population","year":2006,"lang":"en","type":"article","venue":"Medical Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Mental health service; Psychiatry; Psychology; Population; MEDLINE; Medicine; Clinical psychology; Gerontology; Environmental health","score_opus":0.01436731852385289,"score_gpt":0.327525925249827,"score_spread":0.3131586067259741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005631658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765403,0.000102264305,7.194074e-7,0.019878145,0.00030365496,0.0012446403,0.00017279526,0.000020419271,0.0017370281],"genre_scores_gemma":[0.9845624,0.0000033307538,0.000056664307,0.013035315,0.00010587822,0.00015712317,0.0019077708,0.000017991526,0.000153515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980585,0.00026814538,0.00025399233,0.00029319988,0.0005939157,0.0005322627],"domain_scores_gemma":[0.9990084,0.00002690045,0.00005152497,0.00018384904,0.000015315803,0.00071401213],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022900503,0.00015989442,0.00016629416,0.00013301568,0.00055149395,0.000056696124,0.00023915726,0.00011297695,0.0012890475],"category_scores_gemma":[0.00000953002,0.00010900709,0.00002673149,0.00031928637,0.00004676098,0.0001109536,0.000022544087,0.00020585173,0.000029474342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026796051,0.000039742532,0.9634307,0.000015936155,0.000008776572,0.0000138555415,0.026920402,0.0000069590233,1.3752941e-7,0.0001090862,0.0053619267,0.004065704],"study_design_scores_gemma":[0.0011654017,0.00014720201,0.9798989,0.000048960046,0.00000570448,0.0000060091425,0.012370491,0.00002050432,4.145981e-7,0.000011903023,0.0062052733,0.000119228636],"about_ca_topic_score_codex":0.92652434,"about_ca_topic_score_gemma":0.9939838,"teacher_disagreement_score":0.06745945,"about_ca_system_score_codex":0.00064417266,"about_ca_system_score_gemma":0.0001802205,"threshold_uncertainty_score":0.9996239},"labels":[],"label_agreement":null},{"id":"W2005732471","doi":"10.1186/1741-7015-12-13","title":"There are no randomized controlled trials that support the United States Preventive Services Task Force guideline on screening for depression in primary care: a systematic review","year":2014,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Center for Innovative Medicine; Canadian Institutes of Health Research; Johns Hopkins University","keywords":"Medicine; Guideline; Task force; Randomized controlled trial; Depression (economics); Primary care; Systematic review; Alternative medicine; Physical therapy; Family medicine; MEDLINE; Psychiatry; Internal medicine; Pathology","score_opus":0.10508088087223187,"score_gpt":0.4578157814939847,"score_spread":0.35273490062175283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005732471","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006624549,0.92231274,0.0006664422,0.0002516933,0.0007729534,0.07468864,0.00016285677,0.000050559007,0.0010875065],"genre_scores_gemma":[0.000035244102,0.9496387,0.00010363361,0.0037409272,0.0005275591,0.03204883,0.010344554,0.00009853789,0.003462002],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97657,0.015052093,0.0063980343,0.00077071984,0.00068609713,0.00052307476],"domain_scores_gemma":[0.9593564,0.030736974,0.008391872,0.0010705309,0.0003018319,0.000142341],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.028002856,0.00096425886,0.024733853,0.00041955747,0.00020424188,0.000029558025,0.0007736893,0.0003502508,0.000508812],"category_scores_gemma":[0.0033692976,0.00036057763,0.0018493906,0.00037110242,0.000097284654,0.000054154883,0.000082921564,0.00038838567,0.000063211904],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026145492,0.00008399919,0.000008517263,0.95440346,0.0013722698,0.000011397657,0.00036971504,5.848228e-7,1.4327514e-8,0.000021156799,0.004534447,0.013048946],"study_design_scores_gemma":[0.18213323,0.00025898436,0.0000021060678,0.7507266,0.018310755,0.000010569511,0.00058108754,0.000047048878,5.2685152e-8,0.000020771577,0.047660504,0.0002483311],"about_ca_topic_score_codex":0.0003391213,"about_ca_topic_score_gemma":0.00006502049,"teacher_disagreement_score":0.20367691,"about_ca_system_score_codex":0.00018906726,"about_ca_system_score_gemma":0.00009287232,"threshold_uncertainty_score":0.9998846},"labels":[],"label_agreement":null},{"id":"W2005965337","doi":"10.1176/appi.ap.32.2.98","title":"Does Mental Illness Stigma Contribute to Adolescent Standardized Patients' Discomfort With Simulations of Mental Illness and Adverse Psychosocial Experiences?","year":2008,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychosocial; Mental illness; Stigma (botany); Clinical psychology; Psychology; Psychiatry; Mental health; Social stigma; Adverse effect; Narrative; Medicine; Family medicine","score_opus":0.012608463165497625,"score_gpt":0.3288990651273242,"score_spread":0.31629060196182657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005965337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904899,0.00044646562,0.00013971669,0.0008292151,0.004869189,0.0019113976,0.0009510264,0.00005887868,0.00030420168],"genre_scores_gemma":[0.9978486,0.00012816326,0.0003279366,0.0006620156,0.00027308482,0.00025686977,0.00019730395,0.000036871505,0.00026917495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974813,0.00011600536,0.0006768387,0.0006038736,0.00055132044,0.00057069986],"domain_scores_gemma":[0.9989159,0.000050332503,0.00034808202,0.00029495728,0.000048018188,0.0003426965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013555099,0.00035443148,0.00047768225,0.00011955027,0.0009027855,0.000009341237,0.0002970452,0.0002229718,0.000489315],"category_scores_gemma":[0.000007667657,0.00023194417,0.00008558961,0.00032814746,0.00035166083,0.00029720608,0.00009279927,0.00034118755,0.000010847012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030149103,0.00082004507,0.9408266,0.00005688478,0.00014720831,0.0000040185855,0.042444535,0.0000030891488,0.000030288353,0.00068090187,0.0073524816,0.004619059],"study_design_scores_gemma":[0.032026403,0.0014657724,0.87497,0.00076918077,0.00020571446,0.000038732767,0.07044103,0.000030604333,0.00060245633,0.00047864302,0.017442036,0.0015294352],"about_ca_topic_score_codex":0.00012307389,"about_ca_topic_score_gemma":0.00009394031,"teacher_disagreement_score":0.06585658,"about_ca_system_score_codex":0.00013804367,"about_ca_system_score_gemma":0.000075270385,"threshold_uncertainty_score":0.94584084},"labels":[],"label_agreement":null},{"id":"W2006101974","doi":"10.1017/s0714980809090175","title":"Developing a National Consensus on the Accessibility Needs of Older Adults with Concurrent and Chronic, Mental and Physical Health Issues: A Preliminary Framework Informing Collaborative Mental Health Care Planning","year":2009,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; Capital District Health Authority; Queen's University","funders":"","keywords":"Mental health; Mental health care; Nursing; Collaborative Care; Psychology; Medicine; Psychiatry","score_opus":0.01923978642354694,"score_gpt":0.33882395077953453,"score_spread":0.3195841643559876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006101974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81733924,0.04143059,0.000018189789,0.13757946,0.00090531714,0.0017170663,0.00073305686,0.0000086394075,0.00026844273],"genre_scores_gemma":[0.9922505,0.0008344551,0.00025546015,0.00594964,0.00042298948,0.000045622353,0.000115205476,0.00003200583,0.00009409531],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996751,0.00057432835,0.000805185,0.00045866342,0.000265818,0.001144985],"domain_scores_gemma":[0.9967235,0.0003811967,0.0008364375,0.00021431815,0.00026751458,0.0015770537],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009344204,0.0004980218,0.0006626153,0.0004182527,0.0018022308,0.00019377591,0.00023861718,0.00012231516,0.000073681964],"category_scores_gemma":[0.00006556638,0.0004033171,0.000066207394,0.0004925386,0.00038072222,0.00016418102,0.000030375884,0.00082222524,0.0000015984474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006034075,0.0002797867,0.007018958,0.0013271685,0.0003304186,0.000280853,0.74577236,0.0000856671,0.0000012919331,0.0397429,0.0075334325,0.19702378],"study_design_scores_gemma":[0.013187073,0.024123855,0.16368422,0.083598025,0.0001633661,0.002687433,0.5933076,0.0013851846,0.00010134594,0.00075937377,0.11517274,0.0018297471],"about_ca_topic_score_codex":0.012227505,"about_ca_topic_score_gemma":0.053818878,"teacher_disagreement_score":0.19519404,"about_ca_system_score_codex":0.0064676814,"about_ca_system_score_gemma":0.0035369657,"threshold_uncertainty_score":0.99984187},"labels":[],"label_agreement":null},{"id":"W2006324463","doi":"10.1016/j.psychres.2015.04.019","title":"Screening instruments for a population of older adults: The 10-item Kessler Psychological Distress Scale (K10) and the 7-item Generalized Anxiety Disorder Scale (GAD-7)","year":2015,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bishop's University; Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé","keywords":"Anxiety; Psychology; Receiver operating characteristic; Depression (economics); Cutoff; Generalized anxiety disorder; Clinical psychology; Population; Distress; Psychiatry; Anxiety disorder; Medicine; Internal medicine","score_opus":0.07801436284343286,"score_gpt":0.44119721341144913,"score_spread":0.36318285056801625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006324463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865102,0.0024779474,0.0001434747,0.00484641,0.00080763426,0.0028402298,0.00010915748,0.00003500839,0.002229908],"genre_scores_gemma":[0.99431676,0.00009812406,0.0011584531,0.00021238193,0.0003569505,0.0011510476,0.00018586696,0.000036896887,0.002483499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99639875,0.0009702157,0.0005845193,0.0006240228,0.00071949745,0.00070302316],"domain_scores_gemma":[0.9982732,0.00042516284,0.00020088488,0.0006763115,0.00020733559,0.00021710157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002235245,0.00023899629,0.00036069547,0.00011441044,0.00072508445,0.000099129385,0.0005691762,0.0002010876,0.0003377249],"category_scores_gemma":[0.00006772768,0.00012887741,0.00014247026,0.00050245324,0.0005443295,0.00015306206,0.00018992266,0.00038953742,0.000025503088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063364813,0.0007868587,0.88416994,0.00012455252,0.000078545214,3.2183772e-7,0.0016662601,0.000001448132,0.000002643645,0.0013948162,0.009648992,0.09578915],"study_design_scores_gemma":[0.01981852,0.00043479112,0.9681208,0.00019071878,0.000052745254,0.000015046354,0.0051351846,0.0014040096,0.0000069852854,0.003129958,0.0014725915,0.00021864776],"about_ca_topic_score_codex":0.0014336201,"about_ca_topic_score_gemma":0.0004444481,"teacher_disagreement_score":0.0955705,"about_ca_system_score_codex":0.000038759714,"about_ca_system_score_gemma":0.000017723398,"threshold_uncertainty_score":0.5576837},"labels":[],"label_agreement":null},{"id":"W2006721119","doi":"10.1007/s00127-008-0482-2","title":"A population-based study on ways of dealing with daily stress: comparisons among individuals with mental disorders, with long-term general medical conditions and healthy people","year":2008,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Health Canada","keywords":"Epidemiology; Psychology; Psychiatry; Mental health; Term (time); Population; Clinical psychology; Medicine; Gerontology; Environmental health","score_opus":0.05622675961963363,"score_gpt":0.38522038682856835,"score_spread":0.3289936272089347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006721119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98093694,0.000831778,0.0003850939,0.015319482,0.00041765693,0.0015162115,0.00017685836,0.0000613718,0.00035458346],"genre_scores_gemma":[0.9941485,0.00006642198,0.0012685192,0.0034130865,0.0003868098,0.00020749809,0.00045064962,0.000041088177,0.000017462296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966499,0.0008101545,0.0008163081,0.0007450573,0.0003525113,0.00062605523],"domain_scores_gemma":[0.99802554,0.00066096947,0.0007023937,0.0002655046,0.000034625973,0.00031095263],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00055320526,0.00041193605,0.0009756896,0.00024951852,0.0014354903,0.000009250849,0.00017933207,0.0003134756,0.00018000577],"category_scores_gemma":[0.000013362904,0.00029271175,0.0000708454,0.0004183311,0.00046050973,0.000090142654,0.000025706766,0.0005633478,0.0000027192332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014196675,0.0021321194,0.9873124,0.00011060179,0.00035420165,0.000009643716,0.00155122,0.000017923056,2.2956161e-8,0.0057280688,0.0011536075,0.00021054836],"study_design_scores_gemma":[0.007720209,0.005917514,0.9835014,0.000070236354,0.00020586292,0.00004081129,0.001797091,0.00002533824,6.421209e-8,0.00039957475,0.000012076817,0.0003098189],"about_ca_topic_score_codex":0.003115545,"about_ca_topic_score_gemma":0.015558946,"teacher_disagreement_score":0.0132115,"about_ca_system_score_codex":0.00003231402,"about_ca_system_score_gemma":0.00014442639,"threshold_uncertainty_score":0.9999525},"labels":[],"label_agreement":null},{"id":"W2007354604","doi":"10.1016/j.jval.2014.03.1279","title":"Antidepressant adherence in older adults and different quality of life outcome measures","year":2014,"lang":"en","type":"article","venue":"Value in Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Quality of life (healthcare); Anxiety; Medicine; Depression (economics); Mental health; Antidepressant; Polypharmacy; Psychiatry; Visual analogue scale; Population; Clinical psychology; Gerontology; Psychology; Physical therapy; Internal medicine","score_opus":0.15862155233194938,"score_gpt":0.43420717676112586,"score_spread":0.27558562442917645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007354604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99568653,0.002162827,0.00003245851,0.0005684452,0.00035293162,0.0006942582,0.000012121365,0.00001600797,0.00047440728],"genre_scores_gemma":[0.9991939,0.00015916249,0.00005861185,0.00043215585,0.000032889187,0.00005886804,0.0000053387057,0.000010393259,0.000048651196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714726,0.0009841616,0.00097354536,0.0003338794,0.00019910422,0.00036207546],"domain_scores_gemma":[0.99886024,0.00038859303,0.00028967753,0.00027809938,0.000016449325,0.00016696683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012632592,0.00013979306,0.00051752647,0.00012776158,0.00004284032,0.000006385303,0.00012315139,0.00007906533,0.00008468379],"category_scores_gemma":[0.00010610015,0.00011124979,0.000029909228,0.00012421125,0.000047613263,0.000045006578,0.000038408914,0.00016928313,0.000009477817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023711273,0.00047969908,0.97027254,0.0008004893,0.0000049232917,0.0000012072364,0.0021348135,0.00000789825,0.0000027307292,0.002402517,0.000036346715,0.023619713],"study_design_scores_gemma":[0.0031013929,0.00022220411,0.9952896,0.0003701273,0.0000014136396,6.28589e-7,0.00031302634,0.00021834155,0.000014648568,0.000357677,0.000021331318,0.00008960663],"about_ca_topic_score_codex":0.050607692,"about_ca_topic_score_gemma":0.0020433539,"teacher_disagreement_score":0.04856434,"about_ca_system_score_codex":0.00006138445,"about_ca_system_score_gemma":0.000025610027,"threshold_uncertainty_score":0.9557144},"labels":[],"label_agreement":null},{"id":"W2007743663","doi":"10.1016/j.apnu.2013.02.004","title":"Eye of the Beholder: Perceived Stress, Coping Style, and Coping Effectiveness Among Discharged Psychiatric Patients","year":2013,"lang":"en","type":"article","venue":"Archives of Psychiatric Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Coping (psychology); Stressor; Psychology; Clinical psychology; Avoidance coping; Mental health; Psychiatry","score_opus":0.009710611315242312,"score_gpt":0.2994081797299957,"score_spread":0.2896975684147534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007743663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98795253,0.0016714279,0.00017856044,0.00032152684,0.0018661269,0.001757764,0.000039021343,0.000028828452,0.006184184],"genre_scores_gemma":[0.9984851,0.00008704185,0.0010470353,0.000044837816,0.00010644131,0.00008128617,0.00002375934,0.000036638783,0.00008787754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997734,0.0004710112,0.0006057729,0.00046431262,0.00026227566,0.00046260923],"domain_scores_gemma":[0.99846524,0.00035526376,0.0005532259,0.00045501464,0.000040829298,0.00013042455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113800066,0.00028131332,0.00043311488,0.00027817304,0.0004235316,0.000029415281,0.00036723563,0.00008728211,0.00010059944],"category_scores_gemma":[0.000015081793,0.00021059003,0.00017131703,0.00042400465,0.00042307968,0.00021515996,0.00007311443,0.00023820385,0.00000711124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013729572,0.00088388345,0.95898676,0.00048623682,0.000074763084,2.188973e-7,0.0032484438,0.0000041455237,0.00019738193,0.00061887846,0.00024702202,0.035114985],"study_design_scores_gemma":[0.0026045884,0.00027602626,0.99349517,0.00072805193,0.00012013269,0.0000010283403,0.0007049214,0.00006449305,0.00017720036,0.0016211706,0.0000118715525,0.00019536456],"about_ca_topic_score_codex":0.00066945393,"about_ca_topic_score_gemma":0.000016484484,"teacher_disagreement_score":0.03491962,"about_ca_system_score_codex":0.000029332508,"about_ca_system_score_gemma":0.00002325434,"threshold_uncertainty_score":0.85876125},"labels":[],"label_agreement":null},{"id":"W2007814375","doi":"10.1016/s0895-4356(03)00090-8","title":"International differences in major depression prevalence: What do they mean?","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Depression (economics); Set (abstract data type); International comparisons; Medicine; Prevalence; Psychiatry; Epidemiology; Environmental health; Psychology; Economics; Pathology; Computer science","score_opus":0.2911796696833357,"score_gpt":0.5620994203499656,"score_spread":0.27091975066662993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007814375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718667,0.007043204,0.00012939898,0.0025903366,0.009679375,0.00016781747,0.0000022857803,0.000006143351,0.008514728],"genre_scores_gemma":[0.98607904,0.010148546,0.0010092679,0.0015642819,0.00056074763,0.000011498732,0.0000014431214,0.000008729068,0.00061647507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98965424,0.005983009,0.0035022967,0.00031242293,0.00019091472,0.00035712955],"domain_scores_gemma":[0.9832309,0.014193199,0.0020514508,0.00021520855,0.00008755322,0.0002217202],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014276229,0.0001529868,0.0012576132,0.00014927094,0.00004794938,0.000017934615,0.00046014585,0.00034901203,0.00275611],"category_scores_gemma":[0.007228782,0.00009571644,0.00031477632,0.000067545836,0.0001235627,0.00032650246,0.000043546668,0.0007954251,0.000087582914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005022708,0.0005449704,0.8958647,0.000016575468,0.000081539925,0.000057075715,0.00021152623,0.00000250737,0.0000015821983,0.0045805667,0.000766601,0.09737009],"study_design_scores_gemma":[0.002927018,0.0005180773,0.961697,0.00036894123,0.000032683285,0.00011915612,0.00053729035,0.000014706844,0.0000054547145,0.029893765,0.00378987,0.000096030235],"about_ca_topic_score_codex":0.000035814403,"about_ca_topic_score_gemma":0.000025330664,"teacher_disagreement_score":0.09727406,"about_ca_system_score_codex":0.000042846612,"about_ca_system_score_gemma":0.00004340788,"threshold_uncertainty_score":0.99815553},"labels":[],"label_agreement":null},{"id":"W2007848246","doi":"10.1176/appi.psy.43.1.88","title":"Use and Citation of Beck Depression Inventory to Assess Depression in HIV Infection","year":2002,"lang":"en","type":"letter","venue":"Psychosomatics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Depression (economics); Beck Depression Inventory; Human immunodeficiency virus (HIV); Citation; Psychiatry; Psychology; Medicine; Clinical psychology; Virology; Library science; Anxiety; Computer science; Economics","score_opus":0.1408019816847235,"score_gpt":0.3918679133753592,"score_spread":0.25106593169063574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007848246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834139,0.00057318714,0.0003150847,0.00973913,0.0017974623,0.0013856386,0.000041464547,0.000059343743,0.0026747934],"genre_scores_gemma":[0.88334864,0.0006914736,0.004635433,0.100512594,0.0018125301,0.0010605351,0.0010308932,0.00025625076,0.006651653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978207,0.00029483877,0.00070013036,0.00048768907,0.00035174104,0.00034492894],"domain_scores_gemma":[0.9986307,0.00027469042,0.00045709766,0.00048449237,0.00005839649,0.0000946407],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001582044,0.0003147043,0.00043854406,0.0006106259,0.00007633878,0.000051535622,0.00014727091,0.00072479405,0.0002917913],"category_scores_gemma":[0.00004554213,0.00029207504,0.000062586725,0.00031758207,0.000035578447,0.00024123357,0.000055228134,0.0006215968,0.000103502156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004155656,0.00024510067,0.65838903,0.0006525009,0.000031964042,0.00002897119,0.0013012092,0.0000030998065,0.000030712872,0.00001018799,0.33266103,0.006604617],"study_design_scores_gemma":[0.001729227,0.00017898313,0.95719594,0.00274632,0.000101013,0.000019133437,0.000074254844,0.00032605653,0.00013085565,0.00048989983,0.03651222,0.00049612566],"about_ca_topic_score_codex":0.00044031796,"about_ca_topic_score_gemma":0.0000758842,"teacher_disagreement_score":0.29880688,"about_ca_system_score_codex":0.00010820661,"about_ca_system_score_gemma":0.000007396939,"threshold_uncertainty_score":0.99995315},"labels":[],"label_agreement":null},{"id":"W2007929014","doi":"10.1016/j.socscimed.2010.09.030","title":"Correlates and consequences of internalized stigma for people living with mental illness: A systematic review and meta-analysis","year":2010,"lang":"en","type":"review","venue":"Social Science & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1648,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; BC Mental Health & Substance Use Services; Provincial Health Services Authority","funders":"","keywords":"Psychosocial; Mental illness; Stigma (botany); Psychology; Clinical psychology; Psychiatry; Meta-analysis; Mental health; Medicine","score_opus":0.09670850932198617,"score_gpt":0.46166231302669175,"score_spread":0.3649538037047056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007929014","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027084065,0.9952085,0.00002620935,0.000317963,0.00017198008,0.003647472,0.00006526162,0.000010966256,0.0002807892],"genre_scores_gemma":[0.01295147,0.9851388,0.0000170477,0.00019136295,0.000041053318,0.0010962652,0.00002110805,0.000013254624,0.00052967196],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9976907,0.00026441747,0.0008630029,0.0004907222,0.00040513763,0.0002860641],"domain_scores_gemma":[0.99754,0.00078101887,0.001228401,0.00020453446,0.00010737119,0.0001387071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022765892,0.00031267855,0.0056985184,0.0002550939,0.00047047777,0.00002641646,0.00034657164,0.00011398385,0.00059119775],"category_scores_gemma":[0.0002196414,0.00015129714,0.00035387697,0.0010738928,0.0019709326,0.0001023654,0.000054208886,0.00017089021,0.0000013833397],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012512842,0.00007814165,0.00022715966,0.9267254,0.02819517,0.0000048538786,0.014964335,1.1579632e-9,6.535204e-7,0.0018346224,0.00010158489,0.02785556],"study_design_scores_gemma":[0.00038685524,0.00030959002,0.000025314584,0.07058179,0.9245251,0.00007964161,0.0020566063,8.8539235e-7,2.0065146e-7,0.00006824479,0.0016826527,0.00028313603],"about_ca_topic_score_codex":0.00047193744,"about_ca_topic_score_gemma":0.00016765643,"teacher_disagreement_score":0.89632994,"about_ca_system_score_codex":0.000047242014,"about_ca_system_score_gemma":0.00008028016,"threshold_uncertainty_score":0.7261983},"labels":[],"label_agreement":null},{"id":"W2008095904","doi":"10.1590/s0104-07072012000500018","title":"Comorbilidad entre distrés psicológico y abuso de drogas en pacientes de centros de tratamiento: implicaciones en políticas y programas, Managua - Nicaragua","year":2012,"lang":"es","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological distress; Humanities; Medicine; Gynecology; Psychology; Mental health; Psychiatry; Art","score_opus":0.2197882032334249,"score_gpt":0.5076934156828743,"score_spread":0.2879052124494494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008095904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97380483,0.007901527,0.00066091045,0.0041390182,0.0011180096,0.0038242538,0.00070464925,0.0009783597,0.006868443],"genre_scores_gemma":[0.98979765,0.0007261817,0.0008976854,0.0019372377,0.0012531854,0.0008594191,0.00044900927,0.0003247524,0.0037548952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9898209,0.0020028101,0.0015270456,0.0013950253,0.00070746936,0.004546772],"domain_scores_gemma":[0.99465203,0.0009792112,0.000639339,0.0016236908,0.00012771819,0.0019779813],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0018215039,0.0013285801,0.0013088897,0.00033520564,0.0008649451,0.0007166154,0.0014541016,0.00086442364,0.0033684922],"category_scores_gemma":[0.00014596191,0.0012766881,0.0006830988,0.0006528527,0.0004782088,0.0008499261,0.00048798395,0.001143705,0.0023206524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095515966,0.0065976516,0.6748462,0.0008271967,0.0008041005,0.0005201998,0.021016076,0.000004520704,0.0026513706,0.044354815,0.010330461,0.23709229],"study_design_scores_gemma":[0.00820112,0.000978833,0.76205844,0.0006166626,0.0012577331,0.000769621,0.008636576,0.00039667025,0.0032558413,0.00078359275,0.21129555,0.0017493715],"about_ca_topic_score_codex":0.0015521448,"about_ca_topic_score_gemma":0.00025240367,"teacher_disagreement_score":0.2353429,"about_ca_system_score_codex":0.0018833651,"about_ca_system_score_gemma":0.00026483164,"threshold_uncertainty_score":0.99994653},"labels":[],"label_agreement":null},{"id":"W2008202909","doi":"10.4103/0019-5545.111459","title":"Clinical risk of stigma and discrimination of mental illnesses: Need for objective assessment and quantification","year":2013,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Lawson Health Research Institute; London Health Sciences Centre; Western University","funders":"","keywords":"Stigma (botany); Harm; Psychology; Psychiatry; Mental health; Mental illness; Intervention (counseling); Perception; Clinical psychology; Medicine; Social psychology","score_opus":0.03642668371199132,"score_gpt":0.4257973719986397,"score_spread":0.3893706882866484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008202909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941365,0.0010300843,0.0007103343,0.0008612477,0.0024506042,0.000570082,0.00005761587,0.0000021991648,0.00018132916],"genre_scores_gemma":[0.9943898,0.00023349198,0.00512777,0.00003347025,0.00014711467,0.000019815623,0.000010442325,0.000009383919,0.00002874477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865955,0.00017376561,0.0007925296,0.00013208181,0.00012870991,0.000113340466],"domain_scores_gemma":[0.99818224,0.00020780182,0.0012664708,0.00010384154,0.00014041277,0.00009923034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062768965,0.00009284249,0.00027909767,0.00015293938,0.00009469209,0.000015386291,0.00008281788,0.000084807325,0.00008131215],"category_scores_gemma":[0.00002261477,0.00007230965,0.00008161375,0.000074242154,0.000117327145,0.00021120376,0.000012031608,0.00013618752,0.0000012708721],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026558814,0.0006888851,0.88525516,0.00020335706,0.00022143891,7.1515956e-7,0.002800948,3.1278034e-7,0.000090209774,0.0026556621,0.0010873926,0.10673032],"study_design_scores_gemma":[0.0026025563,0.0013308488,0.97620404,0.00017837885,0.0001320506,0.00002581132,0.013543047,0.000023046072,0.00012542345,0.005745557,0.000021980959,0.00006726006],"about_ca_topic_score_codex":0.00013961617,"about_ca_topic_score_gemma":0.00006200991,"teacher_disagreement_score":0.10666306,"about_ca_system_score_codex":0.000023118015,"about_ca_system_score_gemma":0.000064733926,"threshold_uncertainty_score":0.2948702},"labels":[],"label_agreement":null},{"id":"W2008221242","doi":"10.1177/0020764010396406","title":"A community–academic partnership develops a more responsive model to providing depression care to disadvantaged adults in the US","year":2011,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"National Institute of Mental Health","keywords":"Disadvantaged; General partnership; Focus group; Community-based participatory research; Nursing; Health care; Depression (economics); Intervention (counseling); Underinsured; Medicine; Participatory action research; Psychology; Business; Sociology; Economic growth; Marketing","score_opus":0.09055031813056157,"score_gpt":0.44790101408669053,"score_spread":0.35735069595612895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008221242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98778665,0.00019985871,0.00015972617,0.0061107185,0.0014675434,0.00042245482,0.000019712701,0.000009573751,0.003823753],"genre_scores_gemma":[0.99302566,0.000005000828,0.0012970205,0.004968384,0.0005063032,0.000056707653,0.000009119546,0.00001709959,0.00011470305],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99816275,0.0004370796,0.0005434271,0.00013899915,0.00047417177,0.00024358886],"domain_scores_gemma":[0.99910873,0.00009955082,0.0003101544,0.00012321216,0.0002408542,0.000117493364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006003343,0.00014499023,0.00018127079,0.00028905325,0.0002624436,0.000025734833,0.0010082809,0.000121369456,0.000055971857],"category_scores_gemma":[0.000072224604,0.00010687543,0.000096655924,0.00020706639,0.00003242149,0.00018050798,0.00009908493,0.00082220044,0.00003026281],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01214105,0.00073054875,0.29344243,0.000040257215,0.00013567274,0.00009021862,0.6648049,0.00005875737,0.000051820087,0.003881925,0.0069731027,0.017649356],"study_design_scores_gemma":[0.0032239293,0.00039168342,0.80006063,0.00067329564,0.000038816946,0.000084533785,0.19104095,0.00002595286,0.000076203425,0.0035253917,0.0006155545,0.00024307883],"about_ca_topic_score_codex":0.00029307176,"about_ca_topic_score_gemma":0.0004898396,"teacher_disagreement_score":0.5066182,"about_ca_system_score_codex":0.00021879806,"about_ca_system_score_gemma":0.0001271697,"threshold_uncertainty_score":0.43582535},"labels":[],"label_agreement":null},{"id":"W2008670786","doi":"10.1177/0020872814547436","title":"A qualitative study on family acceptance, stigma and discrimination of persons with schizophrenia in an Indian metropolis","year":2014,"lang":"en","type":"article","venue":"International Social Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schizophrenia Society of Ontario","funders":"","keywords":"Stigma (botany); Perception; Psychology; Schizophrenia (object-oriented programming); Qualitative research; Social stigma; Social work; Social psychology; Psychiatry; Medicine; Sociology; Economic growth; Social science; Family medicine","score_opus":0.05655245716031684,"score_gpt":0.44276240609159884,"score_spread":0.386209948931282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008670786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929663,0.00001877127,0.000032800333,0.0005164306,0.00021544799,0.00029518435,0.000028907089,0.000010693749,0.005915457],"genre_scores_gemma":[0.9992782,6.7004436e-7,0.00011288994,0.00009399451,0.00013245527,0.000083100655,0.000034429944,0.000010037749,0.00025422717],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99901736,0.00026176503,0.00017147622,0.00019916579,0.00023244608,0.00011781818],"domain_scores_gemma":[0.99961895,0.00011788115,0.000122053236,0.00006209744,0.000040810944,0.000038233204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021053106,0.00009405462,0.00014365169,0.00016867739,0.00017414469,0.000022156812,0.0001217454,0.000043123597,0.000103200495],"category_scores_gemma":[0.000012984137,0.00007824218,0.00001824793,0.00023836069,0.00007694166,0.00012074796,0.000016864926,0.0000996643,0.000007926057],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031643545,0.0025701337,0.24428117,0.000015271222,0.00019465359,0.000013467283,0.57301784,0.0000013416467,0.000020800115,0.072193444,0.00028005207,0.10424747],"study_design_scores_gemma":[0.0019746022,0.000573134,0.8467703,0.000035937006,0.000011241746,2.029572e-7,0.1494875,0.0000025157258,0.000008572643,0.0010279211,0.00003335391,0.00007471358],"about_ca_topic_score_codex":0.0008891214,"about_ca_topic_score_gemma":0.0013416456,"teacher_disagreement_score":0.6024891,"about_ca_system_score_codex":0.00008982298,"about_ca_system_score_gemma":0.0000075027006,"threshold_uncertainty_score":0.31906235},"labels":[],"label_agreement":null},{"id":"W2008801948","doi":"10.3928/00485713-20081101-10","title":"Clinical Implications of Epidemiologic Data for Diagnosis and Treatment of Psychiatric Comorbidity","year":2008,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Comorbidity; Psychiatry; Psychiatric comorbidity; Medicine; Alcohol abuse; Psychology","score_opus":0.5149652413429231,"score_gpt":0.5497130449683311,"score_spread":0.03474780362540797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008801948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96519256,0.021678794,0.0004979571,0.0064509055,0.0009700825,0.0016825516,0.0016561039,0.00003368318,0.0018373886],"genre_scores_gemma":[0.9619619,0.029545844,0.006674586,0.00040223016,0.00038615914,0.00044279432,0.0003321423,0.00001811342,0.00023619934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997529,0.0002691789,0.0011835454,0.00059654523,0.00009361431,0.0003281317],"domain_scores_gemma":[0.99639535,0.0015272746,0.00071681687,0.0011097735,0.00008481429,0.00016597372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006979866,0.00020075275,0.0007092852,0.00015928154,0.00021606105,0.0000028466136,0.00038887074,0.00016315603,0.00016867391],"category_scores_gemma":[0.0000931562,0.0001535759,0.00020445995,0.00038305932,0.00020567176,0.00007803677,0.000060364975,0.00006487878,0.000016943544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018273103,0.0028282795,0.8561295,0.00005110637,0.0001352924,6.273775e-7,0.000073056646,3.1853045e-7,3.257066e-7,0.0027978667,0.055664055,0.08213683],"study_design_scores_gemma":[0.002111776,0.0021902896,0.96895194,0.000006624978,0.00018054395,0.000013768365,0.000042959677,0.000021980626,0.000006454419,0.0043361513,0.02200141,0.00013611553],"about_ca_topic_score_codex":0.0004080881,"about_ca_topic_score_gemma":0.000040396055,"teacher_disagreement_score":0.11282242,"about_ca_system_score_codex":0.000013232105,"about_ca_system_score_gemma":0.000044427154,"threshold_uncertainty_score":0.6262643},"labels":[],"label_agreement":null},{"id":"W2009692437","doi":"10.1016/j.jad.2013.05.030","title":"Stigma and bipolar disorder: A review of the literature","year":2013,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University of British Columbia; Canada Research Chairs; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Stigma (botany); Mental illness; Social stigma; Psychology; Bipolar disorder; Psychiatry; Quality of life (healthcare); Psychological intervention; Mental health; Clinical psychology; Social support; Medicine; Social psychology; Psychotherapist; Cognition","score_opus":0.0207264755114362,"score_gpt":0.3851666204072963,"score_spread":0.36444014489586013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009692437","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020198796,0.9960265,0.0000053853464,0.00019190281,0.00091932196,0.0020357738,0.000053056177,0.0000041400026,0.00056192616],"genre_scores_gemma":[0.000050798415,0.9990986,0.000021561284,0.00015426903,0.00010753682,0.00008563263,0.000011745453,0.000039062063,0.0004308149],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748784,0.00089859066,0.00086788053,0.00022807652,0.00027520076,0.0002423993],"domain_scores_gemma":[0.99701864,0.00042156625,0.001976088,0.0003322623,0.00014788033,0.00010359068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045789385,0.00039533005,0.00172231,0.00020428188,0.00012388216,0.000026767044,0.00042147114,0.00024073395,0.00034647615],"category_scores_gemma":[0.0001151957,0.0001979912,0.00078219426,0.00063453463,0.00013746753,0.00015121688,0.00008467539,0.0007722455,0.000014668879],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000080300715,0.00018688569,0.000264022,0.078735456,0.00040279145,0.0000038840244,0.0003074114,8.741226e-9,3.35355e-8,0.000080776386,0.004220213,0.9157905],"study_design_scores_gemma":[0.00045190862,0.00030493806,0.0005589898,0.17504938,0.0009770966,0.00011956965,0.00012493163,4.2169138e-8,1.2590127e-7,0.00014607649,0.8221122,0.00015470886],"about_ca_topic_score_codex":0.00010293236,"about_ca_topic_score_gemma":0.000043769083,"teacher_disagreement_score":0.91563576,"about_ca_system_score_codex":0.00006994715,"about_ca_system_score_gemma":0.000103014325,"threshold_uncertainty_score":0.8073847},"labels":[],"label_agreement":null},{"id":"W2011641973","doi":"10.11114/ijsss.v1i1.36","title":"Support, Depressive Symptoms, and the Stigma towards Seeking Mental Health Help","year":2013,"lang":"en","type":"article","venue":"International Journal of Social Science Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Canadian Institutes of Health Research","keywords":"Shame; Mental health; Help-seeking; Stigma (botany); Psychology; Depressive symptoms; Clinical psychology; Social support; Mental illness; Perception; Psychiatry; Social stigma; Depression (economics); Medicine; Social psychology; Cognition; Human immunodeficiency virus (HIV)","score_opus":0.03828735101364076,"score_gpt":0.43944057102272455,"score_spread":0.40115322000908377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011641973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9295699,0.0038385314,0.00002617867,0.0534107,0.004389565,0.00035209005,0.000012918445,0.000009082866,0.008391055],"genre_scores_gemma":[0.99700207,0.00043329026,0.000037968446,0.0015662736,0.0005177893,0.000016552134,8.0316886e-7,0.0000036073534,0.00042163106],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985412,0.00008313031,0.00035663287,0.00012550707,0.0006628071,0.00023074882],"domain_scores_gemma":[0.99891526,0.00009040432,0.00047229166,0.00003835552,0.00040612114,0.00007756209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083106,0.00008640707,0.00020292001,0.00010174541,0.0008722401,0.000116940195,0.00042451394,0.000018078903,0.00024410237],"category_scores_gemma":[0.000057993435,0.000049533395,0.000058294103,0.00011630067,0.001121839,0.00042134206,0.00017355933,0.0001202704,0.000015832406],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003513198,0.0002437916,0.0364632,0.000019122772,0.0011833252,0.000039798786,0.16306034,5.336938e-7,0.0001515142,0.042912368,0.028587868,0.7269868],"study_design_scores_gemma":[0.009252563,0.00063212303,0.8659129,0.00020640151,0.00006039564,0.00041435042,0.102852106,0.000032061023,0.0001860399,0.012324595,0.00783586,0.0002905721],"about_ca_topic_score_codex":0.00032344455,"about_ca_topic_score_gemma":0.000013715554,"teacher_disagreement_score":0.8294497,"about_ca_system_score_codex":0.00024203157,"about_ca_system_score_gemma":0.000091402115,"threshold_uncertainty_score":0.6708654},"labels":[],"label_agreement":null},{"id":"W2012011523","doi":"10.3109/08039481003786378","title":"Undetected depression in primary healthcare: Occurrence, severity and co-morbidity in a two-stage procedure of opportunistic screening","year":2010,"lang":"en","type":"article","venue":"Nordic Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Victoria","keywords":"Depression (economics); Medicine; Anxiety; Psychiatry; Mental health; Rating scale; Primary care; Hospital Anxiety and Depression Scale; Health care; Family medicine; Psychology","score_opus":0.03983197421961403,"score_gpt":0.3888377649340486,"score_spread":0.34900579071443455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012011523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955053,0.0010099219,0.000074189156,0.00060077495,0.0013958437,0.0003165486,0.00006470661,0.000008241193,0.0010244746],"genre_scores_gemma":[0.99777573,0.00006682658,0.0017045178,0.0002382207,0.00014387026,0.000008218255,0.000018119545,0.000011059668,0.000033445413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817145,0.00018266209,0.0008403133,0.0002300416,0.00026650316,0.00030903038],"domain_scores_gemma":[0.99873954,0.00008922499,0.0007110076,0.0001933223,0.00005944127,0.00020746153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078971795,0.00016617087,0.000424077,0.00035602332,0.00007541679,0.00001227435,0.00020292395,0.00014446385,0.00018579955],"category_scores_gemma":[0.000030313548,0.00014297961,0.000058543697,0.0003151971,0.00009146171,0.00017236658,0.00003562339,0.0010254228,0.0000018341267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006842208,0.0005149913,0.974005,0.0003797183,0.000017412734,0.00006019296,0.0003059194,7.8230306e-7,0.00021714471,0.00019271715,0.0003308984,0.023291038],"study_design_scores_gemma":[0.0037304885,0.00023369202,0.9941182,0.00043125823,0.000018218723,0.00019294284,0.00042330296,0.000030173524,0.000024358775,0.00056667416,0.00010994717,0.00012074744],"about_ca_topic_score_codex":0.00068216934,"about_ca_topic_score_gemma":0.0033579725,"teacher_disagreement_score":0.023170292,"about_ca_system_score_codex":0.000045281995,"about_ca_system_score_gemma":0.00031880176,"threshold_uncertainty_score":0.58305395},"labels":[],"label_agreement":null},{"id":"W2013293342","doi":"10.1016/j.jpainsymman.2011.05.022","title":"An Assessment of the Screening Performance of a Single-Item Measure of Depression From the Edmonton Symptom Assessment Scale Among Chronically Ill Hospitalized Patients","year":2012,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; University of California, San Francisco","keywords":"Medicine; Depression (economics); Scale (ratio); Measure (data warehouse); Physical therapy; Clinical psychology; Psychiatry; Data mining","score_opus":0.016315970816228455,"score_gpt":0.3311410688701703,"score_spread":0.3148250980539419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013293342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951193,0.00066132395,0.0010157034,0.0001112404,0.0004465267,0.000709695,0.000013320396,0.0000053767617,0.0019175308],"genre_scores_gemma":[0.99791634,0.000097178636,0.0016676706,0.00012364337,0.00009613619,0.000019966865,0.000009313315,0.000017447805,0.00005230986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968718,0.0008027214,0.0010104289,0.00018371489,0.0008283127,0.00030299395],"domain_scores_gemma":[0.9974112,0.0002441467,0.0015652078,0.00044980363,0.00019738551,0.000132291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002381879,0.00020398131,0.0004547876,0.00008952671,0.00016575429,0.000024953517,0.00047670316,0.00008568562,0.000096961754],"category_scores_gemma":[0.00001578284,0.00011216127,0.00017096169,0.0001576545,0.00013470845,0.00032267574,0.00015516512,0.0002013606,2.5753022e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015120166,0.0014871749,0.9395628,0.0001468533,0.0003400836,9.71285e-7,0.001116254,0.00002626867,0.00025271572,0.00009157833,0.00016095038,0.056663174],"study_design_scores_gemma":[0.0026581222,0.0010859392,0.992516,0.0010689872,0.0002521123,8.941483e-7,0.0011806095,0.0007865923,0.00021010074,0.000016114185,0.000117508534,0.000107035026],"about_ca_topic_score_codex":0.00014584258,"about_ca_topic_score_gemma":0.000015290236,"teacher_disagreement_score":0.05655614,"about_ca_system_score_codex":0.00012257976,"about_ca_system_score_gemma":0.000020324376,"threshold_uncertainty_score":0.45738038},"labels":[],"label_agreement":null},{"id":"W2013729666","doi":"10.1176/appi.ajp.157.3.360","title":"Use of Antidepressants Among Elderly Subjects: Trends and Contributing Factors","year":2000,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Antidepressant; Medical prescription; Medicine; Tricyclic antidepressant; Population; Depression (economics); Tricyclic; Demography; Psychiatry; Environmental health; Pharmacology","score_opus":0.02109669103722605,"score_gpt":0.32860804498420376,"score_spread":0.3075113539469777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013729666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966286,0.0010273508,0.000011913933,0.00032157026,0.00067174004,0.00006409636,0.000028217099,0.000009753309,0.0012367545],"genre_scores_gemma":[0.99866223,0.00014463942,0.0005424472,0.00011762379,0.00014104921,0.0000012013355,0.000003831887,0.000017397531,0.00036955025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851704,0.00015926796,0.00064000284,0.0001625928,0.00018530931,0.00033580416],"domain_scores_gemma":[0.9986029,0.00015308862,0.0008423845,0.00016848784,0.000050799586,0.00018232006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019472632,0.00016081135,0.00046881873,0.00020968403,0.00010667441,0.000025988005,0.00014554542,0.000046988484,0.0011231408],"category_scores_gemma":[0.000010324861,0.00012446704,0.000121149824,0.0003294852,0.00025307955,0.0002647361,0.000011650639,0.00020818676,0.000004012392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027570265,0.00017676823,0.743698,0.000008456214,0.0001273478,0.000010969875,0.00045191078,0.0000013464839,0.000009866769,0.000056230838,0.0005428641,0.25464055],"study_design_scores_gemma":[0.0011193075,0.0015431491,0.994988,0.00012045297,0.00008432307,0.00006388535,0.0014987014,0.000002669761,0.000058579495,0.00006362334,0.0003440739,0.00011323656],"about_ca_topic_score_codex":0.0011825202,"about_ca_topic_score_gemma":0.00008051428,"teacher_disagreement_score":0.25452733,"about_ca_system_score_codex":0.000016968199,"about_ca_system_score_gemma":0.000024741526,"threshold_uncertainty_score":0.99978995},"labels":[],"label_agreement":null},{"id":"W2013756288","doi":"10.1093/geronb/56.5.p285","title":"Older Adults' Acceptance of Psychological and Pharmacological Treatments for Depression","year":2001,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Centre hospitalier universitaire de Québec; Cegep de Sainte Foy; Université Laval","funders":"Université Laval","keywords":"Depression (economics); Bibliotherapy; Antidepressant medication; Medicine; Depressive symptoms; Cognition; Antidepressant; Clinical psychology; Psychiatry; Psychology; Anxiety","score_opus":0.10487455374908354,"score_gpt":0.47175832568789633,"score_spread":0.3668837719388128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013756288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98489195,0.010057991,0.00011557684,0.0019459965,0.00044520607,0.0007276138,0.00001858519,0.000015264584,0.0017818097],"genre_scores_gemma":[0.99650574,0.0016871371,0.00043598248,0.0003746634,0.000085947846,0.00014075275,0.000004194549,0.000009554674,0.0007560189],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986533,0.0002002403,0.00048178036,0.0002368251,0.0001033532,0.00032448315],"domain_scores_gemma":[0.99896127,0.00027389245,0.0004161446,0.00020002792,0.00006534999,0.000083290186],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027002275,0.00016090216,0.00040984372,0.000047208487,0.00018858645,0.0000060901316,0.00025632538,0.00016689472,0.0015542413],"category_scores_gemma":[0.00001910127,0.00008887722,0.0000893996,0.00007742931,0.0003808604,0.00010391182,0.000046688787,0.0001306424,0.0000039436927],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028997213,0.0034290678,0.35054672,0.00008078617,0.0009996026,0.00007924995,0.0051953397,0.0000013793928,0.0029431875,0.001139021,0.006082561,0.6005059],"study_design_scores_gemma":[0.0065102684,0.0020067468,0.9839964,0.00009261977,0.0002975949,0.0006108327,0.0020084344,0.000006920977,0.0026766576,0.001144067,0.00051572383,0.00013372043],"about_ca_topic_score_codex":0.000040795283,"about_ca_topic_score_gemma":0.00003736806,"teacher_disagreement_score":0.63344973,"about_ca_system_score_codex":0.000015715603,"about_ca_system_score_gemma":0.0000036200925,"threshold_uncertainty_score":0.9993585},"labels":[],"label_agreement":null},{"id":"W2014048240","doi":"10.1097/cnj.0b013e3181d26050","title":"Mental Illness","year":2010,"lang":"en","type":"article","venue":"Journal of Christian Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Shame; Leprosy; Mental illness; Stigma (botany); Mental health; Psychiatry; Etiology; Medicine; Psychology; Social psychology; Dermatology","score_opus":0.019071497268346553,"score_gpt":0.3842437568569067,"score_spread":0.36517225958856014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014048240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649818,0.00066381035,0.000091076785,0.0015102503,0.011466008,0.00009218624,0.0000036090275,0.000010686334,0.021180583],"genre_scores_gemma":[0.99779826,0.000008615359,0.0005708211,0.00013852125,0.0009772007,0.000001342201,0.0000022722852,0.000014154107,0.0004888067],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99910766,0.00003909108,0.00035061003,0.00009159845,0.00018745115,0.00022357109],"domain_scores_gemma":[0.9993143,0.000036225712,0.00030862843,0.00012544781,0.00004973216,0.00016565848],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002330192,0.000096244235,0.00017648608,0.000117718584,0.00017923479,0.000031579824,0.000169325,0.00007431583,0.0018628186],"category_scores_gemma":[0.000010069125,0.00007704562,0.000083985,0.000090037145,0.00008274062,0.00014767903,0.0000062236572,0.00036190482,0.00007674808],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006042211,0.0012216676,0.00779232,0.000023490451,0.00009619787,0.0003542552,0.013356416,4.4970307e-7,0.007249981,0.0040038433,0.06135408,0.90394306],"study_design_scores_gemma":[0.020935168,0.0034138625,0.5516455,0.0021268718,0.00057871814,0.0158503,0.037501194,0.00010443149,0.029001191,0.012059177,0.32507414,0.0017093853],"about_ca_topic_score_codex":0.000024780438,"about_ca_topic_score_gemma":0.0000049319992,"teacher_disagreement_score":0.9022337,"about_ca_system_score_codex":0.00005978102,"about_ca_system_score_gemma":0.000022416325,"threshold_uncertainty_score":0.9990496},"labels":[],"label_agreement":null},{"id":"W2014090198","doi":"10.1177/0020764010387062","title":"Examining differences in the stigma of depression and schizophrenia","year":2010,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Psychology; Schizophrenia (object-oriented programming); Club; Depression (economics); Clinical psychology; Social distance; Stigma (botany); Social stigma; Psychiatry; Medicine; Disease","score_opus":0.03698959184848235,"score_gpt":0.37492598321454934,"score_spread":0.337936391366067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014090198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99077326,0.00033262584,0.000010013115,0.0016967682,0.0043614465,0.000054556218,0.000005329701,0.0000018599358,0.0027641293],"genre_scores_gemma":[0.99849534,0.000014682341,0.00035285982,0.00016466148,0.00093312695,0.0000026599964,0.0000012594976,0.000003931888,0.000031474465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999185,0.00006712269,0.00032873024,0.00007084945,0.0002691958,0.00007907416],"domain_scores_gemma":[0.9994246,0.00009988231,0.0003469175,0.000043609034,0.000060264178,0.000024755316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031004817,0.000060945746,0.00011939197,0.00011177222,0.00006468932,0.000023242075,0.0003164446,0.00006418383,0.00021333613],"category_scores_gemma":[0.0000147628,0.00003876392,0.000038051072,0.00005532954,0.00006813733,0.00009584755,0.000022154267,0.00029216462,0.0000022377994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040432168,0.00027113035,0.9401125,0.0000070397396,0.000061125276,0.00001082747,0.0030969882,4.71681e-8,0.0002587034,0.0105707375,0.00056514057,0.044641476],"study_design_scores_gemma":[0.001333076,0.000070848924,0.9920156,0.000045056455,0.000010811238,0.000050455652,0.0023586578,0.0000015766958,0.000017601547,0.0039617866,0.000099529265,0.00003497413],"about_ca_topic_score_codex":0.000058087506,"about_ca_topic_score_gemma":0.00009996752,"teacher_disagreement_score":0.051903166,"about_ca_system_score_codex":0.000007494496,"about_ca_system_score_gemma":0.000025506208,"threshold_uncertainty_score":0.2335881},"labels":[],"label_agreement":null},{"id":"W2014172961","doi":"10.1080/13607860600641200","title":"Age, gender, and the underutilization of mental health services: The influence of help-seeking attitudes","year":2006,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":886,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Openness to experience; Help-seeking; Mental health; Marital status; Psychology; Specialty; Clinical psychology; Young adult; Medicine; Psychiatry; Social psychology; Population; Developmental psychology","score_opus":0.03428172793993252,"score_gpt":0.38148343009468044,"score_spread":0.34720170215474794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014172961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825006,0.011218376,0.000039842696,0.0033343735,0.00029362587,0.0014176179,0.000057127992,0.00003457259,0.0011038453],"genre_scores_gemma":[0.99544764,0.0008560587,0.00011031242,0.0031806421,0.00005185264,0.000034387343,0.00014606692,0.000019369894,0.00015365354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978554,0.00040979194,0.0006947827,0.0002934682,0.00031809954,0.00042844113],"domain_scores_gemma":[0.998855,0.00013087667,0.000614206,0.0002927599,0.000024197829,0.000082946965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091514253,0.0001852877,0.0003558547,0.00007148836,0.00075325987,0.000025334828,0.00024534483,0.000041070587,0.000038113812],"category_scores_gemma":[0.0000011733923,0.00011671234,0.00005471373,0.00024217775,0.00030577206,0.00013234507,0.00010253711,0.00012978741,0.0000050212975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001144977,0.002092804,0.68524116,0.0075333416,0.00034535868,0.0000074444656,0.1346144,0.00019087268,0.000433098,0.10853475,0.0028361985,0.057025574],"study_design_scores_gemma":[0.005488162,0.00036567714,0.9748101,0.0010059981,0.000024716872,0.00003844723,0.0147746615,0.00026607106,0.0001532814,0.0018548174,0.0010263134,0.00019175615],"about_ca_topic_score_codex":0.029158968,"about_ca_topic_score_gemma":0.0023884987,"teacher_disagreement_score":0.2895689,"about_ca_system_score_codex":0.0001783023,"about_ca_system_score_gemma":0.00006117583,"threshold_uncertainty_score":0.97730595},"labels":[],"label_agreement":null},{"id":"W2014217883","doi":"10.1097/ede.0b013e3182762403","title":"Economic Inequalities in the Effectiveness of a Primary Care Intervention for Depression and Suicidal Ideation","year":2012,"lang":"en","type":"article","venue":"Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Suicidal ideation; Depression (economics); Primary care; Intervention (counseling); Inequality; Ideation; Medicine; Psychiatry; Psychology; Clinical psychology; Suicide prevention; Poison control; Medical emergency; Family medicine; Economics; Mathematics","score_opus":0.09795972099103323,"score_gpt":0.44077691975631944,"score_spread":0.3428171987652862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014217883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908453,0.006042986,0.00066610606,0.000061799816,0.0004194553,0.0006473104,0.00001861214,0.0000056576773,0.0012927741],"genre_scores_gemma":[0.9990651,0.000015373302,0.0000884709,0.0001276923,0.00008705221,0.00043172573,0.000161674,0.00000495558,0.00001795451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974414,0.0019283998,0.00030702725,0.00012131707,0.000015136201,0.0001867226],"domain_scores_gemma":[0.99506986,0.0046639033,0.00013662508,0.00010212136,0.000007900618,0.000019601343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003218255,0.00006634751,0.00025003447,0.000052973788,0.000038188027,0.0000012327534,0.000057911053,0.000084504696,0.00002456636],"category_scores_gemma":[0.00010471922,0.000044725188,0.00004337007,0.000018703891,0.000042200012,0.00007882904,0.000020169891,0.000051158167,0.0000043652626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056142214,0.00006506462,0.9489672,0.00050871214,0.000012311427,1.2864922e-7,0.001708851,0.0000030386104,0.00002652183,0.025916602,0.000050116967,0.022180006],"study_design_scores_gemma":[0.0011364324,0.00017316703,0.99408764,0.00006340637,0.000012307355,0.000003830259,0.001059481,0.000009784126,0.00011989648,0.003202224,0.00009299513,0.000038830673],"about_ca_topic_score_codex":0.0014460157,"about_ca_topic_score_gemma":0.00014153651,"teacher_disagreement_score":0.04512042,"about_ca_system_score_codex":0.000077365024,"about_ca_system_score_gemma":0.0000040092214,"threshold_uncertainty_score":0.21859528},"labels":[],"label_agreement":null},{"id":"W2014247861","doi":"10.1016/s0924-9338(13)75957-1","title":"746 – Insight as a Mediator between Stigma and Depression in Schizophrenia","year":2013,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Psychiatry; Depression (economics); Mental illness; Clinical psychology; Schizophrenia (object-oriented programming); Correlation; Observational study; Psychosis; Stigma (botany); Mental health; Medicine; Internal medicine","score_opus":0.016599307818490373,"score_gpt":0.3082352005348109,"score_spread":0.2916358927163205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014247861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9057243,0.005125856,0.000003992198,0.00065228477,0.0015822775,0.00046435962,0.0000068802233,0.00007454582,0.0863655],"genre_scores_gemma":[0.99663305,0.00003505976,0.0005292259,0.0006563059,0.00085675897,0.00003988627,0.000027303287,0.000048485243,0.0011739498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839884,0.000333434,0.00035528876,0.0004327277,0.00013759542,0.00034212676],"domain_scores_gemma":[0.99925226,0.000057107845,0.000108701846,0.00032839412,0.000014555588,0.00023896208],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018380347,0.00019978873,0.00020111748,0.00015890364,0.00014193248,0.0000506508,0.00021192062,0.00007083283,0.0017841066],"category_scores_gemma":[0.000012061305,0.00016366685,0.000034212568,0.00017592697,0.00004815891,0.0001818655,0.000102268605,0.0002489872,0.005067308],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008358082,0.00017128122,0.90138394,0.000035367048,0.000024544088,0.000028546272,0.0013463615,4.8122484e-8,0.0000202225,0.0004935947,0.014345617,0.08206688],"study_design_scores_gemma":[0.002561205,0.00010505616,0.99286664,0.00015041036,0.0000147094925,0.000008853299,0.0004254786,0.0000015747672,0.000017794211,0.0008227864,0.0028407415,0.00018476433],"about_ca_topic_score_codex":0.00025651645,"about_ca_topic_score_gemma":0.000039257302,"teacher_disagreement_score":0.09148267,"about_ca_system_score_codex":0.000017525994,"about_ca_system_score_gemma":0.000016344837,"threshold_uncertainty_score":0.9991284},"labels":[],"label_agreement":null},{"id":"W2014394526","doi":"10.3109/09638237.2013.775407","title":"“Integrating Kuwait’s Mental Health System to end stigma: a call to action”","year":2014,"lang":"en","type":"editorial","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Stigma (botany); Mental health; Dilemma; Psychiatry; Medicine; Call to action; Mental illness; Nursing; Health care; Psychology; Economic growth; Business","score_opus":0.0346958189388988,"score_gpt":0.42779642084570435,"score_spread":0.39310060190680557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014394526","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007901253,0.002570638,0.0002637221,0.019670362,0.9631567,0.0031902154,0.0015219968,0.0000897203,0.0016353857],"genre_scores_gemma":[0.041602578,0.0006501513,0.00428996,0.008935692,0.93332213,0.00021425537,0.0010767368,0.00033302224,0.009575457],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99081755,0.0012174007,0.003239121,0.0008532168,0.0022839212,0.001588806],"domain_scores_gemma":[0.99256325,0.0004294441,0.0034990546,0.00056991464,0.00027803995,0.002660323],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038703564,0.0008317311,0.0022295883,0.0008747727,0.0012547498,0.00015630481,0.00090053596,0.0005763851,0.00037573883],"category_scores_gemma":[0.000086862354,0.000711141,0.00043225478,0.0004384859,0.000047142257,0.00022270698,0.00019181833,0.0020051014,0.0005860229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013077821,0.0005484612,0.00007672434,0.0013235325,0.00020023648,0.000038842612,0.005400462,0.0000022155098,0.000008965953,0.00013273863,0.9299872,0.060972862],"study_design_scores_gemma":[0.0037876216,0.008653969,0.0002857433,0.0055840714,0.000040589515,0.00031038083,0.0060417475,0.000008346345,0.000015995987,0.0000061087158,0.9747871,0.00047831156],"about_ca_topic_score_codex":0.0072879912,"about_ca_topic_score_gemma":0.0021597208,"teacher_disagreement_score":0.06049455,"about_ca_system_score_codex":0.010374109,"about_ca_system_score_gemma":0.001603509,"threshold_uncertainty_score":0.99953395},"labels":[],"label_agreement":null},{"id":"W2014586347","doi":"10.1371/journal.pone.0055998","title":"Changing the Name of Schizophrenia: Patient Perspectives and Implications for DSM-V","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Louis-H Lafontaine; Université de Montréal","funders":"","keywords":"Salience (neuroscience); Novelty; Psychology; Stigma (botany); Mental illness; Clinical psychology; Schizophrenia (object-oriented programming); Diagnosis of schizophrenia; Psychiatry; Psychosis; Mental health; Social psychology; Cognitive psychology","score_opus":0.05956657691223586,"score_gpt":0.32386955240810994,"score_spread":0.26430297549587406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014586347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99236065,0.0016164395,0.000022635515,0.0033797005,0.000022403943,0.0010556971,0.000025446565,0.000014156304,0.0015028673],"genre_scores_gemma":[0.9979092,0.000032266355,0.000601265,0.00007904769,0.000047098176,0.00093006075,0.000006453522,0.0000071194772,0.00038750513],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996006,0.000017077436,0.00009751127,0.0001115994,0.000040760926,0.00013244127],"domain_scores_gemma":[0.9996329,0.000090646965,0.000057751626,0.00014146611,0.00004883157,0.000028388547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003548279,0.00004919256,0.00008711494,0.000036908456,0.00014748139,0.000009384691,0.000054669486,0.000021731603,0.00022341294],"category_scores_gemma":[0.000008410923,0.000033008462,0.000017851798,0.00005771921,0.000040373605,0.00004324811,0.000022323427,0.000032793694,0.000027738504],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053626305,0.015094025,0.08759728,0.0007550879,0.002090057,7.34593e-7,0.15871893,4.4882339e-7,0.015555882,0.27592003,0.0024834708,0.4412478],"study_design_scores_gemma":[0.004573982,0.0018774096,0.8888361,0.00031773394,0.00045880282,0.000005729983,0.06322671,0.00018310032,0.015493156,0.02437122,0.00023166444,0.00042439226],"about_ca_topic_score_codex":0.000052241056,"about_ca_topic_score_gemma":0.0000037222417,"teacher_disagreement_score":0.80123883,"about_ca_system_score_codex":0.000013240492,"about_ca_system_score_gemma":0.000003022262,"threshold_uncertainty_score":0.24462149},"labels":[],"label_agreement":null},{"id":"W2014729357","doi":"10.1097/01.jgp.0000224327.16963.9f","title":"The Prognosis of Major and Minor Depression in Older Medical Inpatients","year":2006,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; St Mary's Hospital; Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Minor (academic); Depression (economics); Psychiatry; Medicine; Psychology; Political science; Economics","score_opus":0.004828928564237199,"score_gpt":0.3008783506400304,"score_spread":0.29604942207579316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014729357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899879,0.005945338,0.00002137986,0.0015315586,0.0013792583,0.00021008942,0.0000031898733,0.000003980024,0.00091731304],"genre_scores_gemma":[0.998618,0.0001840242,0.0006425166,0.00013274456,0.0003168909,0.000014916129,0.0000014281131,0.0000121046105,0.00007739393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824023,0.0001887774,0.00079423666,0.0001456748,0.00037446665,0.00025659084],"domain_scores_gemma":[0.99860424,0.00017565611,0.00091966114,0.00013471527,0.000045466797,0.00012025039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042835335,0.00012134331,0.00030564866,0.00018939516,0.00009458599,0.000012685899,0.0002433814,0.00005824487,0.00012731434],"category_scores_gemma":[0.000016558226,0.000074261625,0.00007581279,0.00044060205,0.00018650184,0.000070271904,0.000035629444,0.00020617999,0.0000034818545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037613855,0.0006086549,0.8712885,0.00001836625,0.000030425885,0.000010707932,0.00014995731,2.1692172e-7,0.0000040755085,0.00011514383,0.0024987585,0.12489909],"study_design_scores_gemma":[0.0023001044,0.00058598845,0.9954182,0.000100858815,0.00003929731,0.00008713148,0.0008010563,0.0000034293969,0.000015819372,0.0003378656,0.00023479956,0.000075470605],"about_ca_topic_score_codex":0.0006622522,"about_ca_topic_score_gemma":0.0001148215,"teacher_disagreement_score":0.124823615,"about_ca_system_score_codex":0.000025770398,"about_ca_system_score_gemma":0.00007572757,"threshold_uncertainty_score":0.30283013},"labels":[],"label_agreement":null},{"id":"W2015112441","doi":"10.1177/002076400104700305","title":"Ethnic and Gender Differences in Mental Health Utilization: the Case of Muslim Jordanian and Moroccan Jewish Israeli Out-Patient Psychiatric Patients","year":2001,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ethnic group; Arabic; Checklist; Psychiatry; Nationality; Mental health; Etiology; Medicine; Judaism; Psychology; Clinical psychology; Immigration","score_opus":0.07811440911442735,"score_gpt":0.41076316356255793,"score_spread":0.3326487544481306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015112441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98339456,0.0043667248,0.000016421141,0.0066990564,0.0044704825,0.00026470012,0.00005819684,0.0000039444762,0.0007258818],"genre_scores_gemma":[0.9975235,0.00073210365,0.00010743597,0.0011628468,0.00040582454,0.0000058869814,0.00001148528,0.000011448125,0.000039474846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838424,0.000189181,0.00074785174,0.00016804453,0.00031451718,0.00019618687],"domain_scores_gemma":[0.99890524,0.00004690675,0.000748901,0.0000673278,0.00013392259,0.000097699936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026495868,0.00014262187,0.00024202497,0.0002250735,0.00019315477,0.00003088922,0.00019343011,0.00007205778,0.00014822613],"category_scores_gemma":[0.0000080556965,0.00010593809,0.00007261299,0.00016834938,0.000105954336,0.00015230954,0.000049950675,0.00021841034,0.0000018769705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041330032,0.0010880923,0.80413866,0.00003457392,0.00019728976,0.000052819174,0.03334911,3.8624052e-7,8.132623e-7,0.002721758,0.0029092042,0.15509398],"study_design_scores_gemma":[0.0033698406,0.0005497264,0.97083396,0.000051590032,0.000027130904,0.0004924232,0.020740233,0.000018455808,6.378311e-7,0.0034557206,0.00034540863,0.00011490247],"about_ca_topic_score_codex":0.00032283075,"about_ca_topic_score_gemma":0.0012492695,"teacher_disagreement_score":0.16669525,"about_ca_system_score_codex":0.00009835997,"about_ca_system_score_gemma":0.000067141926,"threshold_uncertainty_score":0.432003},"labels":[],"label_agreement":null},{"id":"W2015221109","doi":"10.1007/s10488-013-0466-8","title":"Adequacy of Help Received Among Individuals With Severe Mental Disorders","year":2013,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas College; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Accommodation; Distress; Psychiatry; Psychology; Clinical psychology; Mental distress; Medicine","score_opus":0.0424342913238489,"score_gpt":0.46559156566610566,"score_spread":0.42315727434225675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015221109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9632499,0.002933211,3.3445846e-7,0.025189033,0.00015907627,0.004699767,0.00031189114,0.000027570224,0.0034292215],"genre_scores_gemma":[0.9872364,0.006538527,0.00015954487,0.0034530098,0.00008205793,0.00047623843,0.00096462044,0.000032285727,0.0010573484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957379,0.0007565457,0.00093190867,0.00062445237,0.0006940015,0.0012551728],"domain_scores_gemma":[0.9979718,0.00012782216,0.00036367046,0.0002657445,0.00004461244,0.0012263997],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010309836,0.00031925042,0.00049371563,0.0005672997,0.0010122169,0.00009620234,0.00022298207,0.0001460204,0.00044664132],"category_scores_gemma":[0.0000028040447,0.0002741566,0.000033317974,0.000687922,0.00037922518,0.0005325562,0.00012771548,0.00042836196,0.000040647043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016150413,0.0018035801,0.67294574,0.00431171,0.00007022528,0.000003280037,0.0945482,1.5676066e-7,0.000027891007,0.0022329944,0.0029927676,0.2194484],"study_design_scores_gemma":[0.0106918,0.013428336,0.7775078,0.0017377008,0.0000045279357,0.00011245916,0.18059468,0.00013493907,0.00014541016,0.0008126115,0.014296172,0.00053357164],"about_ca_topic_score_codex":0.063218385,"about_ca_topic_score_gemma":0.017843127,"teacher_disagreement_score":0.21891482,"about_ca_system_score_codex":0.00039072533,"about_ca_system_score_gemma":0.00049324526,"threshold_uncertainty_score":0.99997103},"labels":[],"label_agreement":null},{"id":"W2015882771","doi":"10.1080/j.1440-1614.2000.00755.x","title":"The Reliability and Validity of the Health of the Nation Outcome Scales: Validation in Relation to Patient Derived Measures","year":2000,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Richmond Hospital","funders":"China Aerospace Science and Technology Corporation; Monash University","keywords":"Inter-rater reliability; Psychology; Checklist; Symptom Checklist 90; Mental health; Reliability (semiconductor); Test validity; Clinical psychology; Psychometrics; Psychiatry; Predictive validity; Rating scale; Developmental psychology","score_opus":0.05301611889144451,"score_gpt":0.35600315487366946,"score_spread":0.30298703598222493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015882771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9562276,0.00014336262,0.000004372901,0.041755266,0.001297405,0.00046788857,0.000008429324,0.0000022194079,0.000093434006],"genre_scores_gemma":[0.9987052,0.0000571109,0.00016661057,0.00021651223,0.000097603835,0.0000033646813,0.0000014166934,0.000006239671,0.00074596173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785024,0.00057174545,0.0009581684,0.00012054258,0.0003305216,0.00016880286],"domain_scores_gemma":[0.99870044,0.000100895566,0.00078281976,0.00026033272,0.00006481604,0.000090695125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010211365,0.00010102176,0.00020723313,0.000051450075,0.0001735575,0.000014640189,0.00020716766,0.00007038625,0.00006620965],"category_scores_gemma":[0.000039404636,0.000050042192,0.00010169095,0.00024284843,0.00006219111,0.00009661118,0.000015233879,0.00022535714,0.0000020652542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034821293,0.00020199586,0.9669169,0.000029023224,0.000019137184,1.3845785e-7,0.0016866964,0.00014009433,0.000034230998,0.00015318522,0.0062960465,0.024174329],"study_design_scores_gemma":[0.0009993245,0.00041655012,0.9935427,0.00013829072,0.00001974096,0.00001063087,0.00041947697,0.0000015494253,0.00019648935,0.0026759927,0.0015351081,0.000044181168],"about_ca_topic_score_codex":0.0009750902,"about_ca_topic_score_gemma":0.0010383124,"teacher_disagreement_score":0.04247756,"about_ca_system_score_codex":0.000082832,"about_ca_system_score_gemma":0.000094975105,"threshold_uncertainty_score":0.20406614},"labels":[],"label_agreement":null},{"id":"W2016364619","doi":"10.1080/08952841.2011.611070","title":"Chronic Psychotropic Drug Use Among Frail Elderly Women Receiving Home Care Services","year":2011,"lang":"en","type":"article","venue":"Journal of Women & Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital Louis-H Lafontaine; Université du Québec à Montréal; Cégep de l'Outaouais; Université du Québec en Outaouais","funders":"","keywords":"Psychosocial; Context (archaeology); Medicine; Anxiety; Medical prescription; Psychiatry; Gerontology; Drug; Nursing","score_opus":0.023883235542588095,"score_gpt":0.30876889533622204,"score_spread":0.28488565979363395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016364619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99269456,0.00301282,0.000010744051,0.00009592347,0.001841767,0.00020282516,0.000004042991,0.000039900802,0.0020974255],"genre_scores_gemma":[0.99674344,0.00015996004,0.00019059784,0.00023289015,0.0007465147,0.00004449982,0.0000026740788,0.000046359422,0.0018330897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749494,0.00018174319,0.00072156504,0.00028148975,0.00032669128,0.0009935604],"domain_scores_gemma":[0.9982421,0.00007883355,0.0007619206,0.0003359168,0.00012521107,0.0004560461],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005102448,0.0002622232,0.0004716006,0.0003415657,0.00026580482,0.00012246125,0.00049341953,0.0000967037,0.0030553779],"category_scores_gemma":[0.000004605488,0.00021961487,0.00011624237,0.00025850942,0.000052156734,0.0010166161,0.00005700934,0.00039890228,0.00009354195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019440071,0.0001688183,0.62314206,0.00033906935,0.00027719958,0.000271791,0.3164189,0.0000023982673,0.000082296836,0.000039281684,0.0002304457,0.058833316],"study_design_scores_gemma":[0.0032652158,0.0010797761,0.93420243,0.0006882341,0.00005112089,0.0000834366,0.055480585,0.000003850846,0.00012402733,0.00048546243,0.004182957,0.00035287288],"about_ca_topic_score_codex":0.00075830804,"about_ca_topic_score_gemma":0.00017901121,"teacher_disagreement_score":0.31106037,"about_ca_system_score_codex":0.0016171085,"about_ca_system_score_gemma":0.000060911923,"threshold_uncertainty_score":0.99785596},"labels":[],"label_agreement":null},{"id":"W2016815462","doi":"10.1007/s11126-011-9181-3","title":"Determinants Associated with the Utilization of Primary and Specialized Mental Health Services","year":2011,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Renting; Primary care; Public health; Health care; Psychology; Gerontology; Medicine; Nursing; Family medicine; Psychiatry; Economic growth; Political science","score_opus":0.03221171018417485,"score_gpt":0.3219137177665995,"score_spread":0.28970200758242465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016815462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876716,0.0015699419,0.000022243385,0.00028144708,0.0004989944,0.00071580615,0.000034889057,0.000032612526,0.009172452],"genre_scores_gemma":[0.9987011,0.000043494674,0.00012497247,0.0007168575,0.000056353903,0.000033301203,0.000040706,0.000016103158,0.0002671274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888635,0.0001712635,0.00030643697,0.00022445383,0.00016010503,0.00025137045],"domain_scores_gemma":[0.9992788,0.00003361623,0.00039370437,0.000197097,0.000023743714,0.000073026444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021940851,0.00013962768,0.00023877707,0.00007905413,0.00022730054,0.00001281035,0.00014344856,0.000052968273,0.00022913946],"category_scores_gemma":[2.7382688e-7,0.000087333654,0.00003091869,0.00025369207,0.00006295604,0.00010290714,0.000008221039,0.000063210086,0.000015965932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016746803,0.0021145626,0.5098999,0.00042577047,0.00021962108,0.0000072852595,0.09851061,1.2054142e-8,0.000009276379,0.0017764249,0.003984868,0.381377],"study_design_scores_gemma":[0.0026852335,0.0024655021,0.9890173,0.00005977115,0.000045732897,0.000009010349,0.004983396,0.000011614551,0.0000069272423,0.00027135998,0.00032719568,0.0001169616],"about_ca_topic_score_codex":0.00071439805,"about_ca_topic_score_gemma":0.00074750924,"teacher_disagreement_score":0.4791174,"about_ca_system_score_codex":0.000035753008,"about_ca_system_score_gemma":0.000023934503,"threshold_uncertainty_score":0.35613632},"labels":[],"label_agreement":null},{"id":"W2016886517","doi":"10.1186/1471-244x-12-142","title":"Quality of care for major depression and its determinants: a multilevel analysis","year":2012,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Institut National de Santé Publique du Québec; Canadian Health Services Research Foundation","keywords":"Receipt; Depression (economics); Multilevel model; Primary care; Medicine; Anxiety; Psychiatry; Family medicine; Psychology; Clinical psychology","score_opus":0.0683239453510718,"score_gpt":0.444646677187422,"score_spread":0.37632273183635023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016886517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98387814,0.012983529,0.00054022454,0.00001835499,0.0010925956,0.00059449393,0.00018258844,0.000019053734,0.0006910536],"genre_scores_gemma":[0.99497575,0.000008880951,0.0042163054,0.0000657102,0.00016228018,0.00016474842,0.000038114813,0.000012930965,0.00035529395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892104,0.00009675692,0.00035881117,0.00023544791,0.0000977196,0.0002902111],"domain_scores_gemma":[0.9992802,0.00008941995,0.00022142004,0.00024885003,0.000038017075,0.00012209197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020837804,0.0001265534,0.00031959597,0.00011605119,0.00013014351,0.000005547373,0.00009686634,0.00011114915,0.00016811767],"category_scores_gemma":[0.000013830694,0.000101615275,0.0001470355,0.00013967004,0.000017592505,0.000101371,0.00003028499,0.000044395623,0.000013480342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039942577,0.0002984317,0.98653543,0.00061723625,0.000114103335,3.156516e-8,0.0010937959,1.5951238e-7,0.000026421485,0.0006306971,0.00012776762,0.010156502],"study_design_scores_gemma":[0.001915341,0.00006773348,0.99581945,0.000033382337,0.0003007152,0.000001145306,0.0012761003,0.000041112347,0.00022854275,0.00007153143,0.00012908589,0.00011584074],"about_ca_topic_score_codex":0.00019982363,"about_ca_topic_score_gemma":0.000716242,"teacher_disagreement_score":0.012974648,"about_ca_system_score_codex":0.000015866823,"about_ca_system_score_gemma":0.000013606634,"threshold_uncertainty_score":0.41437507},"labels":[],"label_agreement":null},{"id":"W2017235664","doi":"10.1007/s11469-008-9176-y","title":"Socio-cultural Factors Associated with the Initiation of Opium Use in Darab, Iran","year":2008,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Health psychology; Opium; Peer pressure; Qualitative research; Rehabilitation; Drug; Public health; Medicine; Psychology; Culturally appropriate; Clinical psychology; Psychiatry; Family medicine; Nursing; Social psychology; Sociology; Political science; Physical therapy; Social science","score_opus":0.09442692958790934,"score_gpt":0.38702861175009207,"score_spread":0.29260168216218274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017235664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99646795,0.000500106,0.000013693619,0.0019033664,0.00075241784,0.00016248882,0.000058649304,0.0000044349226,0.00013688406],"genre_scores_gemma":[0.9988825,0.00036110403,0.0000140909015,0.00042674076,0.000089220426,0.0000036649762,0.00012690084,0.0000052229866,0.00009058058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894875,0.00012917107,0.0003977636,0.000077334895,0.00032310284,0.00012387817],"domain_scores_gemma":[0.9991064,0.000099883066,0.0005747776,0.00003375686,0.0001038763,0.000081327984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020150928,0.000079476515,0.00014321422,0.0001206368,0.00015682,0.000014062145,0.0000894128,0.000041123836,0.00006675753],"category_scores_gemma":[0.000016067124,0.000047807614,0.000037417845,0.00008171167,0.0000728559,0.0003825869,0.000011192295,0.00015632532,9.967965e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012676802,0.0006305712,0.9669722,0.000008908832,0.0002190796,0.000025490253,0.017508147,0.000007739488,0.00006217816,0.00020635957,0.0042621205,0.0088295825],"study_design_scores_gemma":[0.0033559883,0.00075093866,0.99039847,0.00021490439,0.000008294948,0.00009646448,0.0045231436,0.000018387402,0.00007861757,0.000021337682,0.0004816116,0.000051843635],"about_ca_topic_score_codex":0.000376099,"about_ca_topic_score_gemma":0.00018843761,"teacher_disagreement_score":0.023426324,"about_ca_system_score_codex":0.00027047427,"about_ca_system_score_gemma":0.000049031714,"threshold_uncertainty_score":0.1949538},"labels":[],"label_agreement":null},{"id":"W2017523783","doi":"10.1097/00019442-200205000-00001","title":"The Complexity and Challenge of Non-Major Depression in Late Life","year":2002,"lang":"en","type":"editorial","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Depression (economics); Psychiatry; Late life depression; Mood disorders; Mood; Psychology; Medicine; Gerontology; Anxiety; Cognition","score_opus":0.016796151832106206,"score_gpt":0.3321893585650331,"score_spread":0.3153932067329269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017523783","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1984883,0.043774813,0.000011936281,0.0017646702,0.7525384,0.00042912326,0.00007585087,0.000009887473,0.0029070207],"genre_scores_gemma":[0.56820285,0.016001372,0.000832706,0.0000851467,0.41440508,0.000028694574,0.000015203153,0.00008648775,0.00034245208],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967317,0.0004015088,0.0014437967,0.00033909973,0.00061624404,0.00046765574],"domain_scores_gemma":[0.99504924,0.0008456601,0.003283633,0.0004154502,0.00013873534,0.00026729502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007874409,0.0003611489,0.0010975967,0.00037473618,0.0001997052,0.00003301561,0.0006239239,0.0003063953,0.00014451155],"category_scores_gemma":[0.000085184285,0.00024230222,0.00022015985,0.00048083204,0.0004858054,0.00007832113,0.00009119267,0.0011465519,0.00001314941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022412576,0.00085428066,0.01624887,0.00024182639,0.000422821,0.00004236601,0.0011925218,0.0000017764754,0.0000010308987,0.00007626031,0.8706715,0.108005464],"study_design_scores_gemma":[0.035202388,0.018993018,0.35663033,0.0036763705,0.0019029413,0.00013428302,0.0080158245,0.000102642734,0.0000033358012,0.011165662,0.5614464,0.0027267733],"about_ca_topic_score_codex":0.00066008914,"about_ca_topic_score_gemma":0.00013724172,"teacher_disagreement_score":0.36971456,"about_ca_system_score_codex":0.00007863673,"about_ca_system_score_gemma":0.00021993787,"threshold_uncertainty_score":0.9880798},"labels":[],"label_agreement":null},{"id":"W2017791254","doi":"10.1001/archpsyc.57.4.383","title":"Income Differences in Persons Seeking Outpatient Treatment for Mental Disorders","year":2000,"lang":"en","type":"article","venue":"Archives of General Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":211,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Mental health; Specialty; National Comorbidity Survey; Medicine; Population; Health care; Mental illness; Public sector; Psychiatry; Gerontology; Environmental health; Economic growth; Political science","score_opus":0.025844801691075187,"score_gpt":0.3341106656010038,"score_spread":0.3082658639099286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017791254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783867,0.0010720759,0.000027084896,0.0007272172,0.00095819257,0.0009428884,0.00013522914,0.000022008526,0.017728612],"genre_scores_gemma":[0.9911084,0.0001844959,0.0025400794,0.00009415302,0.00013892032,0.00029260793,0.0000846089,0.00002016118,0.0055365553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987387,0.000085033425,0.00035538594,0.00034327595,0.00009430081,0.0003833195],"domain_scores_gemma":[0.99952996,0.000079151236,0.00009240553,0.00021003622,0.0000021824233,0.00008623795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037574555,0.00020638216,0.00027873582,0.00014576194,0.00014866222,0.000009508525,0.00017255385,0.00004968659,0.00064033543],"category_scores_gemma":[6.395606e-7,0.0001662295,0.0001655484,0.000089305824,0.000089503716,0.00005301761,0.000016072809,0.00006493043,0.00001730518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007930722,0.0015256503,0.7037563,0.0000451451,0.00009060098,6.240984e-7,0.0070103286,0.000006740184,0.000042119333,0.0017286472,0.00016065457,0.28484014],"study_design_scores_gemma":[0.0066466015,0.0027927302,0.97959703,0.000118591684,0.00004182298,0.0000026146943,0.0017443598,0.0007399775,0.000045183555,0.006186868,0.0017751922,0.00030900913],"about_ca_topic_score_codex":0.0013474195,"about_ca_topic_score_gemma":0.0015574112,"teacher_disagreement_score":0.28453112,"about_ca_system_score_codex":0.000034278764,"about_ca_system_score_gemma":0.000021954962,"threshold_uncertainty_score":0.7011224},"labels":[],"label_agreement":null},{"id":"W2017807627","doi":"10.1136/ebmh.8.4.105","title":"Collaborative care depression management for older adults: level of comorbidity does not affect outcome","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Depression (economics); IMG; Bipolar disorder; Psychiatry; Pediatrics; Mood","score_opus":0.1266251250266132,"score_gpt":0.44628928266893314,"score_spread":0.3196641576423199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017807627","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05051411,0.034026697,0.00083182537,0.8151186,0.015058898,0.049317386,0.032747112,0.00038521917,0.002000121],"genre_scores_gemma":[0.47075328,0.001071086,0.0054435804,0.5020267,0.0026283932,0.0046571745,0.0070066485,0.00021116655,0.0062020104],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943016,0.0006752195,0.0014845582,0.0013768943,0.0009675015,0.001194201],"domain_scores_gemma":[0.99624103,0.0008337918,0.0014793309,0.0009826606,0.00019610593,0.00026708486],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068790704,0.000837538,0.0013533229,0.00040643587,0.00063161994,0.00004636947,0.0006846019,0.00065786246,0.0009162672],"category_scores_gemma":[0.000017052886,0.00062808424,0.00036446788,0.00034157868,0.00016556459,0.00024176124,0.00013602436,0.00086635514,0.00009327901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033614605,0.0006862543,0.0074491315,0.022438727,0.00022152782,0.00007626798,0.004592147,0.00000242768,0.0000035111111,0.00006432429,0.82146883,0.13963541],"study_design_scores_gemma":[0.059042238,0.009345452,0.16127847,0.089696184,0.0012596578,0.000025651576,0.031101236,0.00007035626,0.011573672,0.00008045477,0.6311939,0.0053327205],"about_ca_topic_score_codex":0.0014712771,"about_ca_topic_score_gemma":0.0004958299,"teacher_disagreement_score":0.42023918,"about_ca_system_score_codex":0.0019751803,"about_ca_system_score_gemma":0.0002944207,"threshold_uncertainty_score":0.999997},"labels":[],"label_agreement":null},{"id":"W2017866540","doi":"10.1186/1471-244x-12-183","title":"Prevalence of psychological distress and mental disorders, and use of mental health services in the epidemiological catchment area of Montreal South-West","year":2012,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Neighbourhood (mathematics); Marital status; Psychological intervention; Psychiatry; Catchment area; Population; Epidemiology; Psychology; Medicine; Environmental health; Gerontology; Geography","score_opus":0.05151668353984713,"score_gpt":0.37627776530066454,"score_spread":0.3247610817608174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017866540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861151,0.01092337,0.0000075671583,0.0007070848,0.00048462,0.00096550316,0.0004757009,0.000008926149,0.00031212548],"genre_scores_gemma":[0.99779886,0.0009901192,0.00073214545,0.00027236607,0.00004436089,0.00005970379,0.00005938841,0.000008254584,0.000034775785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997867,0.00051270705,0.00070589717,0.00033145378,0.00018818656,0.00039473877],"domain_scores_gemma":[0.99888283,0.00018873754,0.0004735201,0.00031702398,0.000008798981,0.0001290807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059228146,0.00021278457,0.00043844967,0.00006104858,0.000088559966,0.0000062115105,0.00021444168,0.00011593589,0.00012069405],"category_scores_gemma":[0.000006015774,0.00013063016,0.000072053976,0.000116665426,0.00028092583,0.00012803933,0.00008492754,0.00013460768,0.0000016484399],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051446387,0.0021814555,0.9848384,0.0008217442,0.00002232453,1.0012688e-7,0.006455892,5.013011e-7,0.0000057674324,0.0013308381,0.00031296493,0.003515524],"study_design_scores_gemma":[0.0015439829,0.00062475563,0.9923694,0.00019595017,0.00002115372,0.000012428114,0.004792529,0.000014907457,0.0000031040158,0.00029420294,0.000029768387,0.000097788565],"about_ca_topic_score_codex":0.0020173239,"about_ca_topic_score_gemma":0.0011518532,"teacher_disagreement_score":0.0116837835,"about_ca_system_score_codex":0.00001893489,"about_ca_system_score_gemma":0.000008086762,"threshold_uncertainty_score":0.5326943},"labels":[],"label_agreement":null},{"id":"W2018083048","doi":"10.1016/j.jad.2014.07.017","title":"“Someone like us”: Delivering maternal mental health through peers in two South Asian contexts","year":2014,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute of Mental Health; National Institutes of Health; Wellcome Trust","keywords":"Psychosocial; Psychological intervention; Focus group; Mental health; Incentive; Context (archaeology); Generalizability theory; Psychology; Medicine; Intervention (counseling); Nursing; Developmental psychology; Psychiatry; Geography; Business","score_opus":0.01233414135440633,"score_gpt":0.35986247383746806,"score_spread":0.3475283324830617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018083048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98901,0.00092291995,0.00057624414,0.0013634771,0.0015719224,0.00047445644,0.000012352499,0.0000151847225,0.0060534435],"genre_scores_gemma":[0.9984817,0.00010557922,0.000211966,0.00088272523,0.00013491302,0.000013021077,0.000005197381,0.000029855177,0.00013504164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802613,0.00040590815,0.00053760805,0.00023920512,0.0002976122,0.000493545],"domain_scores_gemma":[0.9989929,0.000081707476,0.000575322,0.00013820267,0.000044878703,0.0001669933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005670192,0.00022737535,0.0004626444,0.0002245364,0.00017914882,0.000033772674,0.00021162935,0.000053260494,0.00027654416],"category_scores_gemma":[0.000016567521,0.0001946094,0.00014564245,0.00020008573,0.00007963757,0.00032726364,0.00003681137,0.00038839906,0.0000535261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011325332,0.0007062479,0.7178699,0.00008519035,0.00025589563,0.00003629363,0.02749099,0.00006243158,0.000055948014,0.00086115696,0.0009987133,0.2504447],"study_design_scores_gemma":[0.012883883,0.002089503,0.97323465,0.00031722785,0.000027083732,0.00009016867,0.0076206415,0.000052313124,0.000083701474,0.001175748,0.0021390533,0.00028600165],"about_ca_topic_score_codex":0.0040453537,"about_ca_topic_score_gemma":0.0040664687,"teacher_disagreement_score":0.25536478,"about_ca_system_score_codex":0.00034480623,"about_ca_system_score_gemma":0.000045354493,"threshold_uncertainty_score":0.7935941},"labels":[],"label_agreement":null},{"id":"W2018220124","doi":"10.1016/j.rhum.2006.10.392","title":"Efficacité et tolérance à long terme du retraitement par rituximab chez des patients atteints de polyarthrite rhumatoïde avec réponse inadéquate à au moins un anti-TNF","year":2006,"lang":"fr","type":"article","venue":"Revue du Rhumatisme","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cannabis; Substance use; Population; Psychiatry; Environmental health","score_opus":0.01436867984056488,"score_gpt":0.28483100212992907,"score_spread":0.2704623222893642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018220124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769597,0.008838988,0.00082664157,0.00630943,0.0023303851,0.0020905035,0.00035628217,0.00018739063,0.0021006854],"genre_scores_gemma":[0.9885636,0.0029857242,0.0010947243,0.001703475,0.00071724976,0.00029689528,0.0006206252,0.00017924617,0.0038384602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931272,0.0014438933,0.0017567081,0.0011858041,0.00044869195,0.0020376686],"domain_scores_gemma":[0.9971207,0.00033744876,0.0009006089,0.00096175657,0.00016393799,0.0005155755],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012344435,0.0009580973,0.0012149995,0.00029949367,0.0010784058,0.00039606867,0.00065334653,0.00056082284,0.0021115998],"category_scores_gemma":[0.00006452955,0.0010639427,0.00035610897,0.0005295605,0.00059506705,0.0011442119,0.00020531924,0.0006422644,0.0018448175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033629587,0.0078082685,0.60828465,0.0023389184,0.0002938053,0.0009604176,0.020635793,0.00008769668,0.00014126266,0.00394408,0.001982737,0.3531861],"study_design_scores_gemma":[0.01181694,0.000760755,0.97208637,0.0047882665,0.0001987298,0.00031753362,0.0002280103,0.00077380164,0.0006987227,0.0011441607,0.006249695,0.00093703397],"about_ca_topic_score_codex":0.004030957,"about_ca_topic_score_gemma":0.0021451951,"teacher_disagreement_score":0.36380172,"about_ca_system_score_codex":0.001537425,"about_ca_system_score_gemma":0.0001509533,"threshold_uncertainty_score":0.9991811},"labels":[],"label_agreement":null},{"id":"W2018576965","doi":"10.1353/hpu.2015.0012","title":"Treatment Disparities among African American Men with Depression: Implications for Clinical Practice","year":2015,"lang":"en","type":"article","venue":"Journal of Health Care for the Poor and Underserved","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"National Institute of Mental Health; U.S. Public Health Service","keywords":"Mental health; Ethnic group; Depression (economics); Medicine; African american; Health equity; Community-based participatory research; Racism; Gerontology; Public health; Participatory action research; Psychiatry; Psychology; Nursing; Political science; Sociology; Gender studies","score_opus":0.17011060882160806,"score_gpt":0.4874325056166637,"score_spread":0.3173218967950556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018576965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51849747,0.058670387,0.018271703,0.38768798,0.0020648893,0.008801582,0.00043770354,0.00006861567,0.0054996656],"genre_scores_gemma":[0.9949357,0.0005669901,0.0023001784,0.0013339731,0.00028613437,0.00027401204,0.000020879748,0.00002066236,0.00026148433],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99855953,0.00022818873,0.0006184855,0.0001714461,0.000122512,0.00029982987],"domain_scores_gemma":[0.9967431,0.0014725657,0.0009744514,0.0001938611,0.0002987357,0.000317285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007387909,0.00013737819,0.0004189383,0.000047274338,0.00051906286,0.000040594547,0.00014036744,0.000041492425,0.0000034248346],"category_scores_gemma":[0.00006946012,0.00007170274,0.00012230633,0.0000840481,0.0001590376,0.00015025379,0.000014773258,0.000107541986,5.137907e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014221487,0.0016888559,0.4115081,0.00025318682,0.0014829015,0.000011336187,0.01820221,0.0000156754,5.3927397e-7,0.005633675,0.06390226,0.48307976],"study_design_scores_gemma":[0.014171591,0.019867856,0.5791744,0.00009160887,0.0007968519,0.00022387011,0.2238202,0.0000605618,0.000004550324,0.0008648126,0.1606874,0.00023632003],"about_ca_topic_score_codex":0.0021425122,"about_ca_topic_score_gemma":0.00090059446,"teacher_disagreement_score":0.48284343,"about_ca_system_score_codex":0.0002208701,"about_ca_system_score_gemma":0.00022651795,"threshold_uncertainty_score":0.39922646},"labels":[],"label_agreement":null},{"id":"W2018746082","doi":"10.1016/j.jad.2015.02.012","title":"Brief Culturally adapted CBT (CaCBT) for depression: A randomized controlled trial from Pakistan","year":2015,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Pakistan Association Of Cognitive Behavior Therapists","keywords":"Depression (economics); Anxiety; Randomized controlled trial; Medicine; Psychiatry; Physical therapy; Clinical psychology; Psychology; Internal medicine","score_opus":0.024858699076172195,"score_gpt":0.3795416018821045,"score_spread":0.3546829028059323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018746082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670349,0.005243381,0.003436456,0.00079526834,0.0043558814,0.00886547,0.000032303484,0.000028933397,0.010207442],"genre_scores_gemma":[0.9973038,0.00006906958,0.00035324105,0.0002370145,0.0006096439,0.00066797313,0.00002483099,0.000026159754,0.00070825836],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.997264,0.0009411768,0.0009065977,0.00023846321,0.0003504197,0.00029929332],"domain_scores_gemma":[0.9958135,0.0023019118,0.0011453774,0.0001525479,0.00033062676,0.0002560598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014052286,0.00025505567,0.0015822833,0.00012640507,0.00013601259,0.000052536543,0.00021205348,0.00014426578,0.00031116608],"category_scores_gemma":[0.00063976983,0.00015163857,0.0007735831,0.00012443066,0.00009080426,0.00022718367,0.00001958672,0.00021975092,0.000012652263],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9696032,0.00077161426,0.0003394763,0.000006560199,0.001205074,0.000014224283,0.0022160637,0.000008198824,0.000020423042,0.0003057798,0.007907675,0.01760171],"study_design_scores_gemma":[0.9872131,0.0018180707,0.0005623778,0.00006275808,0.0005226011,0.000007451223,0.0026761207,0.0000717774,0.000033064138,0.0051602875,0.0017066156,0.00016580675],"about_ca_topic_score_codex":0.0006434612,"about_ca_topic_score_gemma":0.0002941663,"teacher_disagreement_score":0.030268943,"about_ca_system_score_codex":0.00014013714,"about_ca_system_score_gemma":0.00009777989,"threshold_uncertainty_score":0.6183641},"labels":[],"label_agreement":null},{"id":"W2019277609","doi":"10.1590/s0104-07072012000500020","title":"Estudio de la comorbilidad entre el distrés psicológico y abuso de drogas en pacientes en centros de tratamiento, ciudad de Panamá - Panamá","year":2012,"lang":"es","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Humanities; Medicine; Psychology; Art","score_opus":0.18446493427550012,"score_gpt":0.4942703318047472,"score_spread":0.3098053975292471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019277609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96382797,0.008453222,0.0012209296,0.0014646004,0.0010723112,0.0022151717,0.0007026819,0.00041358615,0.020629557],"genre_scores_gemma":[0.98607373,0.0013336911,0.00060758006,0.002478405,0.001360047,0.00054730114,0.00040372586,0.00022566809,0.0069698365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98852986,0.0037717503,0.0013903857,0.0012582677,0.0007032574,0.004346493],"domain_scores_gemma":[0.9939232,0.00208098,0.0006278537,0.0013448247,0.00012413721,0.0018990205],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0030574722,0.0013272023,0.0013455948,0.00035358116,0.000991159,0.00064126495,0.001404351,0.00097591174,0.006127561],"category_scores_gemma":[0.00029376085,0.0013107376,0.0006333029,0.00058716733,0.0007050933,0.0007885633,0.00044569286,0.0013671195,0.0014486657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006506446,0.004859328,0.83857846,0.00050602655,0.0007065563,0.00066671387,0.03190719,0.000010966015,0.0030148632,0.017840078,0.01434965,0.08690951],"study_design_scores_gemma":[0.007441763,0.0005457791,0.8579198,0.00051960116,0.0010012948,0.00048373846,0.009147343,0.0005077508,0.0026272808,0.00069456495,0.11778375,0.0013273059],"about_ca_topic_score_codex":0.0040995628,"about_ca_topic_score_gemma":0.00047238165,"teacher_disagreement_score":0.1034341,"about_ca_system_score_codex":0.0028623545,"about_ca_system_score_gemma":0.0005751464,"threshold_uncertainty_score":0.9999479},"labels":[],"label_agreement":null},{"id":"W2019866244","doi":"10.1016/j.pec.2013.01.012","title":"Depression self-management support: A systematic review","year":2013,"lang":"en","type":"review","venue":"Patient Education and Counseling","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":90,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"PsycINFO; Psychological intervention; Medicine; Depression (economics); Inclusion (mineral); Randomized controlled trial; MEDLINE; Self-management; Clinical psychology; Psychiatry; Psychology; Internal medicine","score_opus":0.034112884506442766,"score_gpt":0.3967861163671279,"score_spread":0.3626732318606851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019866244","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012117283,0.9834248,0.000008222327,0.000017799633,0.0015990759,0.007676463,0.000007834983,0.00007620485,0.007177516],"genre_scores_gemma":[0.00003078026,0.98633677,0.00014629695,0.00081478525,0.00007392648,0.00885045,0.0003233121,0.00004059509,0.0033831107],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976131,0.0003144889,0.0010625075,0.00048997445,0.000245734,0.00027423524],"domain_scores_gemma":[0.99835294,0.00009996167,0.0008220075,0.0004942386,0.00007069698,0.0001601433],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025809286,0.00037593933,0.0012616212,0.00016398316,0.00019317839,0.00006646943,0.00017667832,0.00013397624,0.0010648378],"category_scores_gemma":[0.000008410096,0.00026370157,0.00016373399,0.00020091477,0.000010945363,0.00008587622,0.00003965491,0.00015805093,0.0016262243],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.1469676e-7,0.00021245923,6.942178e-7,0.49654913,0.00008536737,0.0000011338944,0.00046957703,1.6437347e-9,3.3083644e-10,0.00007172269,0.0049774298,0.4976321],"study_design_scores_gemma":[0.000057294095,0.000033867313,2.8514367e-7,0.47215497,0.0022354794,0.000037449445,0.00043798456,8.4606546e-7,1.3832231e-8,0.000013063801,0.5248286,0.0002000941],"about_ca_topic_score_codex":0.000022727023,"about_ca_topic_score_gemma":4.9837524e-7,"teacher_disagreement_score":0.5198512,"about_ca_system_score_codex":0.00013228659,"about_ca_system_score_gemma":0.000079580794,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W2020473947","doi":"10.1080/j.1039-8562.2004.02078.x","title":"Policy, Structural Change and Quality of Psychiatric Services in Australia: The Views of Psychiatrists","year":2004,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Mental health; Medicine; Psychiatry; Public health; Mental health care; Quality (philosophy); Private practice; Family medicine; Nursing","score_opus":0.08578447400794374,"score_gpt":0.4295741315526162,"score_spread":0.34378965754467244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020473947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868909,0.002046381,0.0000015164014,0.006160327,0.0018515674,0.0010642873,0.00009712301,0.000023924738,0.0018639589],"genre_scores_gemma":[0.9977415,0.00007133918,0.00096336793,0.00038040368,0.0004898909,0.000083279956,0.000023097564,0.000025499177,0.00022160578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731266,0.00021218539,0.0011635732,0.000473138,0.0002857598,0.00055268814],"domain_scores_gemma":[0.9984217,0.000042382908,0.00071154913,0.00064427697,0.000033376677,0.00014669077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040359783,0.0003369149,0.00056085363,0.00036288786,0.00012438299,0.000018092933,0.00048146083,0.00024562582,0.00018764261],"category_scores_gemma":[0.0000033636143,0.0002449724,0.00016469487,0.00096623227,0.00022789801,0.00020435569,0.000056800032,0.00033221085,0.000026031223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002586085,0.0004192208,0.91906655,0.00092916505,0.00005859235,0.0000015025594,0.0036261843,0.000002248551,0.000024691022,0.07282069,0.00011067566,0.00268187],"study_design_scores_gemma":[0.0031276683,0.0003021893,0.9743911,0.0000924407,0.00004499913,0.000020078793,0.0020099885,4.361114e-7,0.000032724598,0.0197224,0.000060080354,0.00019588998],"about_ca_topic_score_codex":0.02248776,"about_ca_topic_score_gemma":0.012551473,"teacher_disagreement_score":0.05532456,"about_ca_system_score_codex":0.000050869727,"about_ca_system_score_gemma":0.00006456366,"threshold_uncertainty_score":0.9989685},"labels":[],"label_agreement":null},{"id":"W2020730829","doi":"10.1002/gps.1689","title":"Twelve‐month course of depressive symptoms in older medical inpatients","year":2006,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University; Jewish General Hospital; St Mary's Hospital Centre; McGill University Health Centre","funders":"","keywords":"Depression (economics); Hamd; Medicine; Depressive symptoms; Logistic regression; Psychiatry; Prospective cohort study; Pediatrics; Cognition; Internal medicine","score_opus":0.006462844701232958,"score_gpt":0.33864232959812823,"score_spread":0.33217948489689525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020730829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97806066,0.0031960327,0.00013308173,0.0012746215,0.01172078,0.00016365154,0.000028291932,0.0000069844136,0.005415903],"genre_scores_gemma":[0.99784774,0.000060928473,0.00020186641,0.00023698279,0.0014067226,0.000009335506,0.000019483794,0.000015322088,0.00020163255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975343,0.000102718324,0.0011258543,0.00016887211,0.00084312895,0.00022517069],"domain_scores_gemma":[0.99839187,0.000102141654,0.0010249938,0.0001329903,0.00023254691,0.00011543808],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030193917,0.00015151109,0.00030346826,0.00041797865,0.000028323284,0.000016379468,0.00061726896,0.00015202886,0.0016723581],"category_scores_gemma":[0.000016174894,0.00012268242,0.00016323681,0.00022478744,0.00005259619,0.00017666876,0.000050658735,0.00027108766,0.000020795784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062620034,0.0031207306,0.96335876,0.000017378574,0.0002504852,0.0001522281,0.00028320905,0.000019828867,0.000008935143,0.0019844857,0.010092123,0.020085642],"study_design_scores_gemma":[0.007349773,0.00025763907,0.9888308,0.0002326299,0.000044332304,0.00020092957,0.00021021385,0.000024416839,0.000044098877,0.0022352675,0.00044804264,0.00012186976],"about_ca_topic_score_codex":0.0004744048,"about_ca_topic_score_gemma":0.00014987975,"teacher_disagreement_score":0.025472034,"about_ca_system_score_codex":0.0001010075,"about_ca_system_score_gemma":0.00018616249,"threshold_uncertainty_score":0.9992402},"labels":[],"label_agreement":null},{"id":"W2021067177","doi":"10.1002/gps.2434","title":"Prevalence of mental disorders and service utilization in seniors: results from the Canadian community health survey cycle 1.2.","year":2010,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; University of Saskatchewan","funders":"","keywords":"Mental health; Anxiety; Medicine; Mental health service; Gerontology; Substance abuse; Population; Depression (economics); Psychiatry; Alcohol abuse; Young adult; Community health; Demography; Public health; Environmental health","score_opus":0.03137441280733484,"score_gpt":0.3665289077591421,"score_spread":0.33515449495180727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021067177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830439,0.00075923384,0.0000058975666,0.009297794,0.0053587607,0.00019204096,0.0008472134,0.0000031534075,0.00049201056],"genre_scores_gemma":[0.9982531,0.00032365436,0.00021361352,0.00084736245,0.00022099409,0.0000021598953,0.000104663326,0.000008238935,0.000026233494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983226,0.00049076026,0.00065713463,0.000110526715,0.0002652179,0.00015377521],"domain_scores_gemma":[0.99857616,0.00032551232,0.0006545866,0.00018221093,0.00013883464,0.0001227095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014087659,0.00009569231,0.00014488648,0.0001846703,0.00016452234,0.00003085089,0.0005191416,0.00007257179,0.00013805227],"category_scores_gemma":[0.00005184816,0.000074130185,0.000035991518,0.00021202925,0.000047152036,0.00014860152,0.00004085843,0.0004708729,0.00000397212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059716427,0.0003589613,0.9808587,0.000017295879,0.00006900758,0.0000013195307,0.0041765566,0.000005199279,0.0000065364106,0.00026728574,0.0018898635,0.011752136],"study_design_scores_gemma":[0.0020279388,0.0000935141,0.99536717,0.000068489215,0.00000830331,0.000017650107,0.0008641016,0.000035159126,0.000002614612,0.0012366305,0.00022428996,0.00005411],"about_ca_topic_score_codex":0.73655325,"about_ca_topic_score_gemma":0.96010053,"teacher_disagreement_score":0.22354724,"about_ca_system_score_codex":0.0001013384,"about_ca_system_score_gemma":0.00029720218,"threshold_uncertainty_score":0.3022941},"labels":[],"label_agreement":null},{"id":"W2021793581","doi":"10.4103/0019-5545.37320","title":"Stigmatization of severe mental illness in India: Against the simple industrialization hypothesis","year":2007,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Mental illness; Stigma (botany); Industrialisation; Vignette; Mentally ill; Psychology; Psychiatry; Population; Urbanization; Scale (ratio); Mental health; Medicine; Geography; Economic growth; Social psychology; Environmental health; Political science","score_opus":0.023278719184240414,"score_gpt":0.32349476086733125,"score_spread":0.30021604168309085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021793581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99249995,0.0006263232,0.00008979098,0.0006926986,0.003031962,0.00035076632,0.000021411613,0.000005024085,0.0026820726],"genre_scores_gemma":[0.9988101,0.000051568495,0.00024208191,0.00035475838,0.00045713576,0.0000037608754,0.000015898002,0.000017327726,0.000047337075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826854,0.00017763732,0.00091381965,0.00011136241,0.0002780659,0.00025057956],"domain_scores_gemma":[0.9985986,0.000147372,0.00094646186,0.00015693156,0.0000578606,0.000092827606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010469939,0.00012839687,0.00023530323,0.00039429986,0.00013384114,0.000018178866,0.00026280474,0.00016533332,0.00036971556],"category_scores_gemma":[0.000035771383,0.00009289138,0.000082313905,0.0005793976,0.000055565764,0.00018696906,0.000015395995,0.00026942565,0.000012043325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058004167,0.0006286822,0.86142325,0.00007132042,0.00012532959,0.00005874516,0.009802556,0.000042980762,0.000039580096,0.001920616,0.0046079117,0.12069897],"study_design_scores_gemma":[0.004528368,0.0002849153,0.97271407,0.00034485484,0.00004653935,0.00015570232,0.017224425,0.0000035145185,0.00044795012,0.0031607558,0.0008963607,0.00019256899],"about_ca_topic_score_codex":0.000044727392,"about_ca_topic_score_gemma":0.00020659785,"teacher_disagreement_score":0.120506406,"about_ca_system_score_codex":0.00010406463,"about_ca_system_score_gemma":0.000103540195,"threshold_uncertainty_score":0.4048126},"labels":[],"label_agreement":null},{"id":"W2022211643","doi":"10.1016/s0033-3182(00)71172-8","title":"Interventions to Improve Provider Diagnosis and Treatment of Mental Disorders in Primary Care: A Critical Review of the Literature","year":2000,"lang":"en","type":"review","venue":"Psychosomatics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":166,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"John D. and Catherine T. MacArthur Foundation","keywords":"Psychological intervention; MEDLINE; Medicine; Intervention (counseling); Randomized controlled trial; Primary care; Systematic review; Psychiatry; Meta-analysis; Mental health; Family medicine","score_opus":0.051934346693118166,"score_gpt":0.4381928977928719,"score_spread":0.3862585510997537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022211643","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037526398,0.98934937,5.792605e-7,0.00044450906,0.00069286476,0.006224084,0.0007390828,0.000008847355,0.0021653792],"genre_scores_gemma":[0.000120714736,0.9957242,0.00021221486,0.00014999307,0.00004140313,0.0032770536,0.00018145655,0.00003663499,0.00025633775],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9975976,0.00032641873,0.0012359489,0.00038932377,0.00018635124,0.00026435996],"domain_scores_gemma":[0.9986354,0.0002779387,0.00034095047,0.00061990006,0.000028704317,0.00009711341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000897989,0.00037923368,0.0014127636,0.00015416808,0.00005387012,0.000016474496,0.00025945768,0.00018889557,0.00024131453],"category_scores_gemma":[0.000023169418,0.00023069486,0.0006085795,0.0004909598,0.000098447985,0.000050373546,0.000055046403,0.00015369165,0.000013392883],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010360417,0.0010534477,0.00036230244,0.32231838,0.0000611164,0.0000012230508,0.0015369939,2.0928612e-9,1.0907289e-8,0.000058353868,0.00039640817,0.6742014],"study_design_scores_gemma":[0.0009311821,0.0008250726,0.0008209564,0.6444384,0.0010299605,0.000010809107,0.0001246156,7.1620256e-8,6.082272e-7,0.000087254884,0.35148156,0.0002495007],"about_ca_topic_score_codex":0.00005561683,"about_ca_topic_score_gemma":0.000074271404,"teacher_disagreement_score":0.6739519,"about_ca_system_score_codex":0.00023595225,"about_ca_system_score_gemma":0.000044182118,"threshold_uncertainty_score":0.9407463},"labels":[],"label_agreement":null},{"id":"W2022249658","doi":"10.1016/j.aogh.2014.04.013","title":"Perceptions of Traditional Healing for Mental Illness in Rural Gujarat","year":2014,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"School of Medicine, New York University; York University; Icahn School of Medicine at Mount Sinai","keywords":"Mental illness; Faith healing; Medicine; Psychological intervention; Qualitative research; Mental health; Psychiatry; Population; Grounded theory; Faith; Family medicine; Psychology; Psychotherapist; Environmental health","score_opus":0.10439078758407572,"score_gpt":0.4736666700673065,"score_spread":0.3692758824832308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022249658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98729104,0.00050639216,0.00022403528,0.0069022,0.0005995034,0.0006554854,0.00084799144,0.000013394336,0.002959951],"genre_scores_gemma":[0.99743706,0.00008794858,0.0002740128,0.0017205803,0.00011502664,0.000070038834,0.00023337886,0.000007021735,0.00005492734],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986132,0.00013288038,0.0005461467,0.00016879514,0.00015604412,0.0003829789],"domain_scores_gemma":[0.9993661,0.00009025785,0.0002168266,0.00013948011,0.000051466614,0.0001358759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047621457,0.00011009403,0.00032257618,0.000052874577,0.00013127852,0.0000038698004,0.00012161714,0.00006312054,0.0002256252],"category_scores_gemma":[0.000008590747,0.00010531407,0.00009806143,0.00016884082,0.00007065054,0.0000801549,0.0000127739995,0.000052127973,0.000013556324],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015734759,0.00393954,0.11630946,0.0009073487,0.00008706118,0.0000013891689,0.0036708806,0.000028514103,0.000054129167,0.36618283,0.05099935,0.45624602],"study_design_scores_gemma":[0.003989116,0.0032004798,0.96417975,0.00038188932,0.000009902027,0.000016403956,0.0042605847,0.00034315733,0.0001525151,0.01969202,0.0035214513,0.00025272675],"about_ca_topic_score_codex":0.002534142,"about_ca_topic_score_gemma":0.0005784932,"teacher_disagreement_score":0.8478703,"about_ca_system_score_codex":0.00009777313,"about_ca_system_score_gemma":0.00006453326,"threshold_uncertainty_score":0.42945835},"labels":[],"label_agreement":null},{"id":"W2022283853","doi":"10.1016/s0924-9338(13)76403-4","title":"1356 – Early Attrition And Remission Outcomes Of Depression: An 18-month Nationwide Population-based Study","year":2013,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Attrition; Depression (economics); Psychology; Psychiatry; Medicine; Clinical psychology","score_opus":0.03456309286132285,"score_gpt":0.357532309808274,"score_spread":0.32296921694695113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022283853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890744,0.00036752064,0.000019641064,0.00033654136,0.00088284374,0.0008324013,0.000008526659,0.00007162714,0.008406491],"genre_scores_gemma":[0.9978927,9.654782e-7,0.00072844775,0.00028346165,0.00013164856,0.00003346277,0.00007084813,0.00003288672,0.0008255764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984242,0.00045047447,0.00041197357,0.00034693812,0.00019612763,0.00017029342],"domain_scores_gemma":[0.99916947,0.00005219338,0.00021548355,0.00037736332,0.000047687896,0.00013780015],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023552027,0.00015607246,0.00018630366,0.00012144014,0.00020570442,0.00003827255,0.00014144644,0.000041844254,0.001016115],"category_scores_gemma":[0.000011441923,0.00012490038,0.000041259427,0.00011878882,0.000015824648,0.0002311182,0.000027731034,0.000098613404,0.00012525928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006365466,0.0010952833,0.9878164,0.000024659905,0.00002216028,0.0000029283676,0.00063356885,0.0000015049781,0.00002202872,0.000084295636,0.0009003212,0.009333185],"study_design_scores_gemma":[0.0021497007,0.0004335727,0.99605674,0.00007236654,0.000027238177,0.0000011455791,0.0008898065,0.000015816522,0.000006416577,0.00018640884,0.00003883879,0.00012193903],"about_ca_topic_score_codex":0.0008459995,"about_ca_topic_score_gemma":0.00007979642,"teacher_disagreement_score":0.009211246,"about_ca_system_score_codex":0.000013676111,"about_ca_system_score_gemma":0.000008313253,"threshold_uncertainty_score":0.99989706},"labels":[],"label_agreement":null},{"id":"W2022284552","doi":"10.1371/journal.pmed.1001434","title":"Grand Challenges in Global Mental Health: Integration in Research, Policy, and Practice","year":2013,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":222,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Simon Fraser University","funders":"Fogarty International Center; National Institute of Mental Health","keywords":"Mental health; Grand Challenges; Global health; Medicine; Health policy; Public health; Environmental health; Political science; Engineering ethics; Psychiatry; Nursing; Engineering","score_opus":0.3778829581904842,"score_gpt":0.5544013461248437,"score_spread":0.17651838793435953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022284552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53559035,0.021152701,0.0000010446438,0.36556637,0.0002217551,0.0014275874,0.000005167693,0.000019616278,0.07601538],"genre_scores_gemma":[0.99083585,0.006778199,0.00006496443,0.0015647805,0.00022922186,0.0001996704,0.000025626332,0.0000074832,0.0002942318],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99810225,0.0006519204,0.00030865346,0.00026109922,0.00028482775,0.00039123232],"domain_scores_gemma":[0.9990996,0.0004876066,0.00006926302,0.00014231651,0.00004699813,0.00015417954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012049056,0.000099589255,0.00021809885,0.00024957434,0.000082769395,0.000009547899,0.00008041115,0.000065077875,0.00029575118],"category_scores_gemma":[0.00048406262,0.00007291288,0.0000063880852,0.0003592603,0.00013392005,0.00021246419,0.000034994773,0.00022312965,0.00009412406],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006302322,0.0015137764,0.010674956,0.00019421897,0.00003000839,0.00004708771,0.040915456,3.6651844e-8,0.00010398955,0.029447202,0.01559139,0.90085167],"study_design_scores_gemma":[0.01781977,0.004698272,0.8424361,0.0026575588,0.00001546494,0.00018944262,0.09954352,0.00011404475,0.000049431634,0.01845402,0.013696049,0.00032635152],"about_ca_topic_score_codex":0.029993324,"about_ca_topic_score_gemma":0.006104998,"teacher_disagreement_score":0.9005253,"about_ca_system_score_codex":0.00038879988,"about_ca_system_score_gemma":0.000029515748,"threshold_uncertainty_score":0.97646606},"labels":[],"label_agreement":null},{"id":"W2023036351","doi":"10.1017/s1041610207006667","title":"Twelve-year depressive symptom trajectories and their predictors in a community sample of older adults","year":2007,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Mental Health; Bristol-Myers Squibb; National Institute on Aging; National Institutes of Health; IC Design Education Center; Biogen","keywords":"Anhedonia; Depressive symptoms; Depression (economics); Center for Epidemiologic Studies Depression Scale; Baseline (sea); Clinical psychology; Epidemiology; Medicine; Psychology; Psychiatry; Gerontology; Demography; Cognition; Internal medicine; Schizophrenia (object-oriented programming)","score_opus":0.01670884347050893,"score_gpt":0.34480596387143975,"score_spread":0.3280971204009308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023036351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910591,0.00049743894,0.00059854944,0.000081462575,0.0018116782,0.00033288923,0.00021864468,0.0000253252,0.005374876],"genre_scores_gemma":[0.9992607,0.000058573503,0.0001898633,0.0000653062,0.00016671773,0.0000270387,0.00009110423,0.000014420914,0.00012626422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989006,0.00009574371,0.0004209407,0.00020148268,0.0001682655,0.0002129645],"domain_scores_gemma":[0.9987339,0.0007107076,0.00019132684,0.00020774825,0.0000827275,0.000073597555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042352115,0.0001404209,0.00017649194,0.00024612178,0.00007187878,0.000015749676,0.00027313846,0.000109428205,0.00035008954],"category_scores_gemma":[0.00005862115,0.00012068434,0.0000468287,0.00022684246,0.00006773852,0.00010955409,0.000052014002,0.00022130937,0.00000668207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088413205,0.0007577886,0.96212345,0.000043337146,0.000089200854,0.00000492099,0.014879548,8.317603e-7,0.0000309077,0.0022864628,0.00036066576,0.018538726],"study_design_scores_gemma":[0.0027699685,0.00012791336,0.9905866,0.00007351356,0.000006293453,0.0000055569735,0.0045643444,0.000008640728,0.00022452077,0.0011061907,0.00042255476,0.00010391471],"about_ca_topic_score_codex":0.0023855043,"about_ca_topic_score_gemma":0.00056398415,"teacher_disagreement_score":0.02846311,"about_ca_system_score_codex":0.00005970307,"about_ca_system_score_gemma":0.000009788984,"threshold_uncertainty_score":0.49213642},"labels":[],"label_agreement":null},{"id":"W2023504780","doi":"10.7895/ijadr.v2i1.73","title":"A comparison of alcohol measures as predictors of psychological distress in the New Zealand population","year":2013,"lang":"en","type":"article","venue":"The International Journal of Alcohol and Drug Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Otago","keywords":"Alcohol Use Disorders Identification Test; Audit; Logistic regression; Population; Distress; Psychology; Alcohol consumption; Clinical psychology; Psychological distress; Association (psychology); Psychiatry; Alcohol; Medicine; Mental health; Environmental health; Internal medicine","score_opus":0.17317072738234363,"score_gpt":0.5229156856635776,"score_spread":0.349744958281234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023504780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882419,0.0006774201,0.0000026350906,0.0075565777,0.00032264699,0.0003184574,0.0000076201104,0.0000018346382,0.0028708943],"genre_scores_gemma":[0.9987647,0.00010556995,0.00001737738,0.00007313121,0.00023589442,0.0000130923845,0.000008041956,0.0000049280443,0.0007772795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975085,0.00049107434,0.00059408334,0.00011150696,0.0011140067,0.00018080564],"domain_scores_gemma":[0.99847585,0.00068734126,0.00031602633,0.00014701019,0.0002994918,0.000074278694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017784034,0.00008054709,0.00020891738,0.00020990444,0.000066193774,0.00005056006,0.00073440804,0.000051595398,0.00037496176],"category_scores_gemma":[0.00011384551,0.00003927998,0.00006428101,0.00016435697,0.00016101506,0.00012989383,0.000070115464,0.00039288134,0.000012611411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012221602,0.000988305,0.9182175,0.000012878269,0.00016614918,0.000019319901,0.008466298,0.000021029915,0.00062868,0.0019510919,0.030425467,0.037881143],"study_design_scores_gemma":[0.0017288723,0.00036542045,0.98618007,0.00010373401,0.000013129848,0.00006230258,0.0024995054,0.00002675964,0.00047699595,0.008062374,0.00044095973,0.000039901406],"about_ca_topic_score_codex":0.0059497976,"about_ca_topic_score_gemma":0.00016521514,"teacher_disagreement_score":0.067962565,"about_ca_system_score_codex":0.000035871377,"about_ca_system_score_gemma":0.000018403109,"threshold_uncertainty_score":0.8994354},"labels":[],"label_agreement":null},{"id":"W2023885003","doi":"10.1097/jgp.0b013e31818cd3be","title":"Older Adults' Help-Seeking Attitudes and Treatment Beliefs Concerning Mental Health Problems","year":2008,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":201,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Institute of Mental Health","keywords":"Mental health; Help-seeking; Ethnic group; Anxiety; Logistic regression; Mood; Young adult; Psychology; Clinical psychology; Comorbidity; Psychiatry; Medicine; Gerontology","score_opus":0.018530063700593485,"score_gpt":0.323866660268781,"score_spread":0.30533659656818757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023885003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96809155,0.024750987,0.00009657314,0.0033327655,0.0025402592,0.0005476946,0.000020125908,0.000034552595,0.00058546534],"genre_scores_gemma":[0.99085796,0.0038483052,0.0030371384,0.0007972519,0.0010535106,0.000026009278,0.000011639641,0.000042451546,0.00032572527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757296,0.0002268776,0.0009331103,0.00037036763,0.00031971722,0.0005769424],"domain_scores_gemma":[0.997745,0.00007209408,0.0014857551,0.00022286239,0.000055960216,0.00041834265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027419423,0.00032720924,0.00072841905,0.00028241484,0.0005842513,0.000028322433,0.0002051967,0.00005412633,0.00024856528],"category_scores_gemma":[0.0000035429587,0.00025743112,0.00018009465,0.00041436264,0.00026307756,0.0001896713,0.000035289624,0.00024032925,0.00002725039],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007224605,0.001515073,0.695054,0.000099130404,0.0004284344,0.00005336093,0.017715402,0.000002653185,0.000008001813,0.00013142232,0.00449378,0.27977628],"study_design_scores_gemma":[0.011843626,0.013325186,0.95181173,0.00084762805,0.00009489348,0.0037517736,0.013486255,0.000013218879,0.000007205646,0.000038605136,0.004208972,0.00057093095],"about_ca_topic_score_codex":0.0012388412,"about_ca_topic_score_gemma":0.000081778475,"teacher_disagreement_score":0.27920535,"about_ca_system_score_codex":0.0002780321,"about_ca_system_score_gemma":0.00024155543,"threshold_uncertainty_score":0.9999878},"labels":[],"label_agreement":null},{"id":"W2023905415","doi":"10.1016/s0277-9536(02)00051-5","title":"Re-reading the IPSS research record","year":2002,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"World Health Organization","keywords":"Mental health; Context (archaeology); Schizophrenia research; Reading (process); Developing country; Schizophrenia (object-oriented programming); Affect (linguistics); Politics; Political science; Sociology; Psychology; Public relations; Economic growth; Psychiatry; Geography; Law","score_opus":0.2752587729466055,"score_gpt":0.5411618922557251,"score_spread":0.2659031193091196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023905415","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44634745,0.00034126168,0.0000035709459,0.031327892,0.0014518971,0.00029751053,7.484951e-7,0.000030903902,0.52019876],"genre_scores_gemma":[0.9833872,0.00003202927,0.0000039924507,0.0011988169,0.0014562373,0.00005053462,7.8849394e-7,0.0000064380292,0.013864004],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777675,0.00019861892,0.00019241977,0.00031135295,0.00083816313,0.00068271987],"domain_scores_gemma":[0.9992107,0.00027265152,0.000058909736,0.00022759584,0.000091301954,0.00013884148],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030562636,0.00007926529,0.0001305404,0.00013258978,0.0026144641,0.000030159992,0.0006090259,0.000050661667,0.008314408],"category_scores_gemma":[0.00015406388,0.000044518107,0.000022560867,0.0015995785,0.0023206426,0.00012583274,0.00005630674,0.00030482307,0.0005699171],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027938855,0.00011930055,0.015024194,0.000009014063,0.000007908056,0.000028493503,0.09269336,1.1704796e-8,0.00030749157,0.029361749,0.18418977,0.67823076],"study_design_scores_gemma":[0.0057251686,0.002328794,0.2575239,0.0003793269,0.00007966968,0.000022643533,0.19569093,0.00017967178,0.0004081732,0.026014294,0.5109202,0.0007271957],"about_ca_topic_score_codex":0.0021184771,"about_ca_topic_score_gemma":0.00013057594,"teacher_disagreement_score":0.6775036,"about_ca_system_score_codex":0.00017857752,"about_ca_system_score_gemma":0.000014461985,"threshold_uncertainty_score":0.998684},"labels":[],"label_agreement":null},{"id":"W2023974510","doi":"10.1097/pec.0b013e3181bec8f2","title":"Patients' and Caregivers' Beliefs About Depression Screening and Referral in the Emergency Department","year":2009,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics","funders":"U.S. Public Health Service","keywords":"Medicine; Emergency department; Referral; Depression (economics); Intensive care; Medical emergency; Emergency medicine; Family medicine; Psychiatry; Intensive care medicine","score_opus":0.019570190317573823,"score_gpt":0.33274554947070034,"score_spread":0.3131753591531265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023974510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95004493,0.041369565,0.0000073128276,0.00014818132,0.00081615045,0.00064687314,0.000037577985,0.000026770902,0.0069026602],"genre_scores_gemma":[0.9928782,0.006265991,0.00004278682,0.00009238372,0.00030435855,0.000080053745,0.00012924835,0.000011711294,0.00019529175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843377,0.00013289026,0.00038007172,0.00041965212,0.00024264546,0.0003909833],"domain_scores_gemma":[0.99946755,0.000023944971,0.00011965705,0.00022717999,0.000050541184,0.000111130175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011260578,0.00021021072,0.00017009905,0.00012717782,0.00031555913,0.00001057128,0.00016624613,0.000104155864,0.0005050105],"category_scores_gemma":[0.0000114444065,0.00015425753,0.000048786573,0.00029346655,0.000012405125,0.0001293422,0.000050332732,0.00016731612,0.000013605561],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048565293,0.00012814996,0.9293964,0.00004811261,0.0000067378537,0.000011843107,0.010782431,5.052057e-7,4.7640634e-7,0.00013185144,0.006483038,0.052961916],"study_design_scores_gemma":[0.0010728086,0.00025788738,0.9940338,0.000007050204,0.000061170016,0.0000018621012,0.003150467,0.000002357179,0.0000018110287,0.000108072716,0.0011325656,0.0001701067],"about_ca_topic_score_codex":0.0004472439,"about_ca_topic_score_gemma":0.00022012382,"teacher_disagreement_score":0.06463747,"about_ca_system_score_codex":0.000033433167,"about_ca_system_score_gemma":0.000006615222,"threshold_uncertainty_score":0.629044},"labels":[],"label_agreement":null},{"id":"W2024334384","doi":"10.7202/1007313ar","title":"Dimensions prioritaires à considérer afin d’améliorer le processus de rétablissement des patients souffrant de troubles mentaux graves associés à une problématique de violence ou de comportements antisociaux","year":2011,"lang":"fr","type":"article","venue":"Psychiatrie et violence","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.04211495511888387,"score_gpt":0.3637900223395797,"score_spread":0.32167506722069583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024334384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9719144,0.014809932,0.0020086758,0.0031650455,0.0018547788,0.0029076454,0.00029321757,0.00019470489,0.002851574],"genre_scores_gemma":[0.95891964,0.011346743,0.02566756,0.0023797106,0.00017287767,0.00077016035,0.000111388545,0.00013085493,0.0005010469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99267,0.0013446861,0.0015357978,0.001208812,0.00064629596,0.002594393],"domain_scores_gemma":[0.99674195,0.0002998996,0.0010864227,0.000701262,0.00030355074,0.00086693635],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001904638,0.0009191026,0.00086043985,0.00026327584,0.0012925252,0.00016008243,0.0009007769,0.000584426,0.00045184014],"category_scores_gemma":[0.00011248244,0.0009385318,0.00028860336,0.00068963796,0.0007483079,0.0006214303,0.0002605807,0.0007896013,0.0001653117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000587814,0.009520194,0.90735775,0.0012439311,0.0004940828,0.00009362944,0.030803213,0.000012673204,0.00035065136,0.009795896,0.003699578,0.036040585],"study_design_scores_gemma":[0.008184565,0.0015504477,0.82888126,0.0071480647,0.0006699785,0.00006997696,0.0116133345,0.00021832334,0.0033000815,0.13603757,0.0010103178,0.0013160462],"about_ca_topic_score_codex":0.03069134,"about_ca_topic_score_gemma":0.0034877292,"teacher_disagreement_score":0.12624168,"about_ca_system_score_codex":0.0011583829,"about_ca_system_score_gemma":0.0015611794,"threshold_uncertainty_score":0.9993065},"labels":[],"label_agreement":null},{"id":"W2024637163","doi":"10.1007/s00127-005-0961-7","title":"Validation study of a nonspecific psychological distress scale","year":2005,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Mental health; Distress; Population; Epidemiology; Scale (ratio); Psychiatry; Clinical psychology; Psychology; Psychometrics; Medicine; Environmental health","score_opus":0.07889418378070207,"score_gpt":0.4356410573373676,"score_spread":0.3567468735566655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024637163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717539,0.0031266927,0.00012763657,0.0060113524,0.0036595075,0.0009823506,0.000051922903,0.00009259293,0.014194036],"genre_scores_gemma":[0.99444115,0.00011205807,0.0016888842,0.0007436629,0.0021921697,0.00016234803,0.00005774894,0.000027383436,0.0005745671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99561846,0.0014010018,0.0013087833,0.00085962156,0.00016273775,0.00064938574],"domain_scores_gemma":[0.99821925,0.00045440602,0.0006672779,0.00042014566,0.000046532925,0.00019239323],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012069434,0.0003461448,0.0008410983,0.00021472856,0.00064037956,0.000010379395,0.000321141,0.00042780154,0.00084963377],"category_scores_gemma":[0.000030107156,0.00029537154,0.00018828508,0.00053259166,0.0002539283,0.00011377061,0.000058058406,0.00042354775,0.00013009076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007384162,0.0072163222,0.8855808,0.00006046233,0.0001387262,0.0000015302444,0.002461085,0.000003765437,0.000004088076,0.021832356,0.016456755,0.06550572],"study_design_scores_gemma":[0.0042683473,0.0020102614,0.97805625,0.00001130183,0.00016170186,0.000024403002,0.0048654834,0.0000091934035,0.0000012394041,0.00897526,0.0012828099,0.00033376025],"about_ca_topic_score_codex":0.00027574145,"about_ca_topic_score_gemma":0.00020706635,"teacher_disagreement_score":0.09247547,"about_ca_system_score_codex":0.000034216828,"about_ca_system_score_gemma":0.000011896608,"threshold_uncertainty_score":0.9999498},"labels":[],"label_agreement":null},{"id":"W2024698014","doi":"10.1080/09540260310001635050","title":"The International Consortium on Mental Health Policy and Services: objectives, design and project implementation","year":2004,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Mental health; Developing country; Context (archaeology); Global health; Economic growth; Disease burden; Medicine; Business; Global mental health; Health policy; Developed country; Health care; Environmental health; Psychiatry; Economics; Geography; Population","score_opus":0.030300724359092115,"score_gpt":0.45388310781923485,"score_spread":0.42358238346014276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024698014","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20704544,0.23046799,0.00073157303,0.5049382,0.014096871,0.009136074,0.00070621725,0.00011403701,0.032763623],"genre_scores_gemma":[0.7007573,0.2379622,0.0078977635,0.049424645,0.0013596178,0.0007289577,0.000637607,0.00006481551,0.0011670947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987178,0.000111816786,0.00046650297,0.00024828085,0.00029113144,0.00016448952],"domain_scores_gemma":[0.9993071,0.00008172655,0.00037046467,0.00012989627,0.000055169006,0.000055669963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050736126,0.00013273314,0.00015963447,0.00010941236,0.00019809605,0.00003709452,0.00022825235,0.000026222731,0.0001198147],"category_scores_gemma":[0.000011443481,0.00009391966,0.000044704386,0.00009628143,0.0000678547,0.0001106375,0.00005221509,0.000082520084,0.00001443197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005258327,0.00061315333,0.01870629,0.0018893009,0.0005529107,0.000002012426,0.0017720413,0.0000012880831,0.000016725455,0.68081176,0.0120847635,0.28302395],"study_design_scores_gemma":[0.024384266,0.005111585,0.40915483,0.031584077,0.00018851948,0.00057995325,0.015925143,0.000075036885,0.0003575238,0.078655556,0.43272412,0.0012593879],"about_ca_topic_score_codex":0.0016963352,"about_ca_topic_score_gemma":0.00032844747,"teacher_disagreement_score":0.60215616,"about_ca_system_score_codex":0.00019253134,"about_ca_system_score_gemma":0.00018991603,"threshold_uncertainty_score":0.38299325},"labels":[],"label_agreement":null},{"id":"W2025875854","doi":"10.1097/jgp.0b013e318162f174","title":"Brief Interventions to Prevent Depression in Older Subjects: A Systematic Review of Feasibility and Effectiveness","year":2008,"lang":"en","type":"review","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Depression (economics); Psychosocial; Psychological intervention; Medicine; Relative risk; Randomized controlled trial; Clinical trial; Intervention (counseling); Physical therapy; Psychiatry; Confidence interval; Internal medicine","score_opus":0.034433691466596986,"score_gpt":0.42151339313954383,"score_spread":0.38707970167294686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025875854","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071491045,0.986437,0.000062930136,0.000037137455,0.0013065865,0.0048780018,0.00003362861,0.000007914355,0.00008768936],"genre_scores_gemma":[0.0035715217,0.99544805,0.00035768113,0.0000933882,0.00012946367,0.00032196034,0.000009230255,0.00004441629,0.000024273899],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9926995,0.0029605231,0.003203409,0.00045661,0.0003473266,0.00033262998],"domain_scores_gemma":[0.9938372,0.000578231,0.004621165,0.00058288063,0.00011897711,0.0002615982],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016320306,0.00045860372,0.004847721,0.00075627415,0.00006481285,0.000012573844,0.00047871564,0.00012684212,0.00007982037],"category_scores_gemma":[0.00015310757,0.00032301215,0.0011773176,0.0014901666,0.00009863104,0.00009771198,0.00009555221,0.00047705622,0.000010658012],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009318244,0.0014448066,0.0031870818,0.87890804,0.00028469428,0.000025874886,0.000110165915,5.2432036e-8,1.6525341e-8,0.000010844929,0.00030667707,0.11562855],"study_design_scores_gemma":[0.0008240226,0.0011935742,0.010365309,0.9832846,0.0021162662,0.0011872381,0.00013413499,3.116282e-8,9.346234e-8,0.000021642598,0.0006051532,0.00026792148],"about_ca_topic_score_codex":0.000119994846,"about_ca_topic_score_gemma":0.000013453775,"teacher_disagreement_score":0.115360625,"about_ca_system_score_codex":0.00030768535,"about_ca_system_score_gemma":0.0002818269,"threshold_uncertainty_score":0.9999222},"labels":[],"label_agreement":null},{"id":"W2025961650","doi":"10.3402/gha.v7.24000","title":"Medicalization of global health 2: the medicalization of global mental health","year":2014,"lang":"en","type":"article","venue":"Global Health Action","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Rockefeller Foundation","keywords":"Medicalization; Mental health; Global mental health; Global health; Acknowledgement; Globalization; Framing (construction); Psychiatry; Sociology; Psychology; Medicine; Political science; Public health; Nursing; Geography; Law","score_opus":0.03169067773565267,"score_gpt":0.45977419990788687,"score_spread":0.4280835221722342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025961650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4816438,0.02044123,0.1516417,0.28099957,0.027031133,0.011039183,0.0046844077,0.0007757478,0.021743264],"genre_scores_gemma":[0.9886998,0.000702254,0.00032485512,0.0090989405,0.00038665783,0.000046767487,0.00069611706,0.000013757036,0.000030838535],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9946514,0.0013303002,0.0016069603,0.00052260654,0.0010222044,0.00086656073],"domain_scores_gemma":[0.9969223,0.00006781169,0.0017423335,0.0004813497,0.000116680894,0.000669485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019581835,0.00029445492,0.0006966871,0.000033764372,0.0006211978,0.000016602378,0.00034440495,0.00020941271,0.0003359707],"category_scores_gemma":[0.00006152599,0.00023092722,0.00012427733,0.0010328902,0.0002397911,0.00016706524,0.00007111661,0.00015880085,0.000054117296],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051509164,0.0009840517,0.073789984,0.000804636,0.0000791644,5.193678e-7,0.0005521641,0.000018997205,7.3700784e-7,0.12966056,0.0642985,0.7292956],"study_design_scores_gemma":[0.0076490287,0.00536918,0.9153448,0.00088404724,0.000055060656,0.0001469798,0.0023774337,0.0021040118,0.000015159813,0.01797265,0.04763382,0.00044784724],"about_ca_topic_score_codex":0.02386984,"about_ca_topic_score_gemma":0.005277261,"teacher_disagreement_score":0.8415548,"about_ca_system_score_codex":0.0036382268,"about_ca_system_score_gemma":0.0010257039,"threshold_uncertainty_score":0.9826303},"labels":[],"label_agreement":null},{"id":"W2027152116","doi":"10.1108/09526860910953566","title":"Cross‐generational comparison of dispensed pharmacotherapy for depression","year":2009,"lang":"en","type":"article","venue":"International Journal of Health Care Quality Assurance","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Pharmacotherapy; Medicine; Depression (economics); Comorbidity; Receipt; Psychiatry; Medical prescription; Retrospective cohort study; Cohort; Internal medicine; Nursing","score_opus":0.10005160237828888,"score_gpt":0.5752701309254215,"score_spread":0.4752185285471326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027152116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96500766,0.015444722,0.008232714,0.0066092447,0.0036901631,0.00043257754,0.00018538338,0.000011217388,0.00038628746],"genre_scores_gemma":[0.9952092,0.000101324185,0.0020180133,0.0019247863,0.0005463496,0.000012218613,0.000066815526,0.000008488292,0.00011277385],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99731445,0.00028048927,0.0014529385,0.00016051852,0.00059424416,0.00019736782],"domain_scores_gemma":[0.99692816,0.00032038358,0.0016920435,0.000109957415,0.0008533288,0.00009610333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008365183,0.00011881849,0.00040533865,0.00011136494,0.0001286437,0.000030209965,0.00035019833,0.00006017216,0.0002586327],"category_scores_gemma":[0.0000468177,0.00010149311,0.00017228734,0.00006149011,0.000035967594,0.00019555727,0.000007173336,0.00014222048,0.0000039541815],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058936495,0.0015682378,0.22069508,0.00018687319,0.00027205242,0.000008467449,0.008734002,0.000495813,0.0017883135,0.0047940603,0.0120911235,0.74347234],"study_design_scores_gemma":[0.012703443,0.0014923923,0.9434068,0.00040099298,0.000020439633,0.000039949187,0.0016184687,0.000119147764,0.013237543,0.0011183929,0.025582323,0.00026010553],"about_ca_topic_score_codex":0.00012912988,"about_ca_topic_score_gemma":0.00003864118,"teacher_disagreement_score":0.7432122,"about_ca_system_score_codex":0.00019652801,"about_ca_system_score_gemma":0.00016368556,"threshold_uncertainty_score":0.41387692},"labels":[],"label_agreement":null},{"id":"W2027783100","doi":"10.3402/gha.v6i0.21328","title":"Global mental health: transformative capacity building in Nicaragua","year":2013,"lang":"en","type":"article","venue":"Global Health Action","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Capacity building; Public relations; Participatory action research; Medicine; Public health; Nursing; Political science; Economic growth; Psychiatry","score_opus":0.06267114044280576,"score_gpt":0.44311382921081266,"score_spread":0.3804426887680069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027783100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96884453,0.0011397522,0.00060465303,0.013617463,0.0030353202,0.002465448,0.0003017487,0.00014413093,0.009846952],"genre_scores_gemma":[0.99458665,0.00014223142,0.0005174108,0.0042077615,0.00013744266,0.00023919808,0.00010238101,0.000008976232,0.000057977188],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99717313,0.00037179238,0.0007390199,0.00042240432,0.00027939674,0.0010142339],"domain_scores_gemma":[0.9989674,0.00002209834,0.0002898347,0.00021539118,0.00003049184,0.0004747619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003982477,0.00024504634,0.00038628792,0.00006695357,0.00044387535,0.000038517435,0.00015828692,0.00014024775,0.00062359456],"category_scores_gemma":[0.0000044553135,0.00023637849,0.00007689868,0.00057963486,0.000053365056,0.00055759377,0.00002222697,0.00020616676,0.0005498615],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003200048,0.00086376007,0.058521558,0.00029926698,0.00004096371,0.000003477981,0.00234324,0.000008784998,0.0000035890291,0.01221567,0.031631693,0.893748],"study_design_scores_gemma":[0.0038702788,0.0009760692,0.9783205,0.00019460513,0.000005202274,0.00011390735,0.0029182709,0.00022806234,0.000012959222,0.007701985,0.0053425343,0.00031565447],"about_ca_topic_score_codex":0.07811944,"about_ca_topic_score_gemma":0.0060328776,"teacher_disagreement_score":0.9197989,"about_ca_system_score_codex":0.005006817,"about_ca_system_score_gemma":0.00015335638,"threshold_uncertainty_score":0.9988128},"labels":[],"label_agreement":null},{"id":"W2028237816","doi":"10.1007/s10488-009-0258-3","title":"Viability of Using Employment Rates from Randomized Trials as Benchmarks for Supported Employment Program Performance","year":2009,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health; Medical University of South Carolina","keywords":"Earnings; Randomized controlled trial; Quarter (Canadian coin); Supported employment; Randomized experiment; Publication; Set (abstract data type); Business; Actuarial science; Medicine; Accounting; Computer science; Engineering; Geography","score_opus":0.14821183257271092,"score_gpt":0.5794536145384876,"score_spread":0.4312417819657767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028237816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704819,0.003870543,0.0000018957584,0.011552399,0.00023861683,0.013032901,0.00044854282,0.000026143853,0.00034708122],"genre_scores_gemma":[0.98769945,0.0045801494,0.0007735801,0.0034489902,0.00014658539,0.00080899784,0.0023854203,0.000017780469,0.00013906893],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99354565,0.0020778475,0.0020686595,0.00065551617,0.0005581184,0.001094208],"domain_scores_gemma":[0.99735665,0.00072798127,0.00066629,0.0002669798,0.0000744733,0.0009075951],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00686346,0.0003185343,0.0013244011,0.00041596586,0.00086023007,0.000080165286,0.00017227654,0.00015417911,0.00021517115],"category_scores_gemma":[0.000029675128,0.00026863837,0.0001071457,0.00042007212,0.00024180055,0.00024581017,0.00005890493,0.0002647148,0.0000035902224],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.19165637,0.007644366,0.066559486,0.0058395504,0.00019912672,0.000004944168,0.061019693,7.124664e-7,0.0002124754,0.005713994,0.00064882834,0.66050047],"study_design_scores_gemma":[0.51613206,0.09464804,0.20841306,0.0066291513,0.000109142646,0.00014822242,0.11553415,0.0087728575,0.00884476,0.014798061,0.023889277,0.0020812387],"about_ca_topic_score_codex":0.030142425,"about_ca_topic_score_gemma":0.002158304,"teacher_disagreement_score":0.65841925,"about_ca_system_score_codex":0.0005294658,"about_ca_system_score_gemma":0.000826149,"threshold_uncertainty_score":0.9999766},"labels":[],"label_agreement":null},{"id":"W2028601403","doi":"10.1016/j.cpr.2013.12.001","title":"Changes in attitudes toward seeking mental health services: A 40-year cross-temporal meta-analysis","year":2013,"lang":"en","type":"review","venue":"Clinical Psychology Review","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":107,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Manitoba Health Research Council","keywords":"Psychology; Mental health; Meta-analysis; Clinical psychology; Scale (ratio); Stigma (botany); Social psychology; Psychiatry; Medicine","score_opus":0.6773556853793711,"score_gpt":0.6656170996932134,"score_spread":0.01173858568615771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028601403","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000139300355,0.98441386,0.0000053084364,0.0038969168,0.0021784713,0.007083022,0.00033437903,0.000116659896,0.0019574661],"genre_scores_gemma":[0.000032289117,0.96627474,0.00033033214,0.025170522,0.0004153213,0.0033602903,0.002031743,0.00013488952,0.0022498553],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9833307,0.005906312,0.0061263987,0.002778967,0.0004393471,0.0014182229],"domain_scores_gemma":[0.99225175,0.0008579137,0.003770951,0.0023715748,0.00008993012,0.0006578537],"candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0063136234,0.0013847284,0.017535482,0.0006717393,0.0002239948,0.000092359456,0.0018084585,0.0013413634,0.02466171],"category_scores_gemma":[0.000038113067,0.0009530439,0.0069888425,0.0021954689,0.00040433733,0.00016460073,0.00035609258,0.0018713603,0.0071114493],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040120987,0.0016939818,0.006405064,0.12698227,0.075674586,0.00007011399,0.00011782299,1.1170053e-8,1.2806417e-9,0.000083775856,0.0124541605,0.7764781],"study_design_scores_gemma":[0.00081227545,0.0004086613,0.0017855798,0.014011438,0.0838107,0.00004245883,0.000015049984,2.3745962e-7,1.183265e-9,0.00002846591,0.89846444,0.0006207166],"about_ca_topic_score_codex":0.0004804649,"about_ca_topic_score_gemma":0.0010137318,"teacher_disagreement_score":0.8860102,"about_ca_system_score_codex":0.00021318135,"about_ca_system_score_gemma":0.00013149939,"threshold_uncertainty_score":0.9999551},"labels":[],"label_agreement":null},{"id":"W2028621561","doi":"10.1016/s0924-9338(12)75395-6","title":"P-1228 - A study compared hamilton and calgary depressive scales in assessing depression in schizophrenia","year":2012,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hamd; Depression (economics); Schizophrenia (object-oriented programming); Psychology; Psychiatry; Clinical psychology; Major depressive disorder; Medicine; Anxiety; Cognition","score_opus":0.030863493955274164,"score_gpt":0.35843291734104626,"score_spread":0.3275694233857721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028621561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95636606,0.009751246,0.000012160917,0.000044558437,0.0015962753,0.0007073595,0.0000026537107,0.00005873465,0.031460952],"genre_scores_gemma":[0.99867415,0.000018055991,0.00059580844,0.00018988288,0.00028926838,0.000044297616,0.000017366578,0.000048845024,0.00012232497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997349,0.0010137385,0.0004887508,0.00045745895,0.00015979828,0.00053125847],"domain_scores_gemma":[0.99922794,0.00006987094,0.0001562248,0.00035523775,0.000009008407,0.00018168983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000558311,0.000247873,0.00028940366,0.00025216807,0.00017144698,0.000059452108,0.00019981059,0.000059750375,0.000100702615],"category_scores_gemma":[0.00000701968,0.00021795579,0.000032920238,0.00025765784,0.00005052295,0.00036675026,0.000117303025,0.00035410488,0.00018085958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028842315,0.002356945,0.9761561,0.00003613249,0.000018281378,0.000070457936,0.0053659366,0.0000010455124,0.000023922317,0.00010724615,0.00033250268,0.015242962],"study_design_scores_gemma":[0.005731064,0.00007750699,0.98949444,0.00030807772,0.000017371463,0.000015479976,0.003989896,0.000022951996,0.000005805081,0.00005209583,0.000072757226,0.00021254171],"about_ca_topic_score_codex":0.00031211087,"about_ca_topic_score_gemma":0.0005334074,"teacher_disagreement_score":0.042308092,"about_ca_system_score_codex":0.0000449482,"about_ca_system_score_gemma":0.000010818742,"threshold_uncertainty_score":0.88879794},"labels":[],"label_agreement":null},{"id":"W2029092225","doi":"10.4102/hsag.v19i1.800","title":"A critical synthesis of interventions to reduce stigma attached to mental illness","year":2014,"lang":"en","type":"article","venue":"Health SA Gesondheid","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"Division of Graduate Education; North-West University","keywords":"Psychological intervention; Stigma (botany); Mental illness; Critical appraisal; Mental health; Exploratory research; Psychology; Nursing; Medicine; Medical education; Psychiatry; Alternative medicine; Sociology","score_opus":0.08310394172534694,"score_gpt":0.48264876997186734,"score_spread":0.3995448282465204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029092225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94709563,0.0006830799,0.00144728,0.04049967,0.0022953872,0.0018089837,0.00023142112,0.000115418814,0.005823125],"genre_scores_gemma":[0.9925302,0.000010399859,0.001993271,0.0034119145,0.00018297134,0.00066511123,0.000022574473,0.00003601824,0.0011475087],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973666,0.00042393807,0.00069469796,0.0005092346,0.0002657477,0.00073975994],"domain_scores_gemma":[0.99806,0.00045029228,0.00013769008,0.00051212194,0.00007097984,0.0007689401],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00078811776,0.00021663393,0.00050351664,0.00022715078,0.00036128444,0.000022237897,0.00029775646,0.000094254094,0.0019973374],"category_scores_gemma":[0.0002545727,0.00020592473,0.00015412868,0.00036042434,0.000064784355,0.00007734968,0.00011425545,0.00014234052,0.0010830378],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081821147,0.0029464657,0.0053959033,0.002479695,0.000075952856,0.000010644421,0.009259975,0.0000025650731,0.0002317088,0.02696234,0.07845226,0.87336427],"study_design_scores_gemma":[0.006180434,0.009639314,0.7805218,0.007682574,0.00028207214,0.00014789916,0.013999199,0.00011086073,0.02090079,0.0013575765,0.1569533,0.0022241923],"about_ca_topic_score_codex":0.0010942062,"about_ca_topic_score_gemma":0.0001857525,"teacher_disagreement_score":0.87114006,"about_ca_system_score_codex":0.0002014406,"about_ca_system_score_gemma":0.000044304168,"threshold_uncertainty_score":0.9996947},"labels":[],"label_agreement":null},{"id":"W2029261979","doi":"10.1136/bmj.324.7352.1470","title":"Iatrogenic stigma of mental illness","year":2002,"lang":"en","type":"editorial","venue":"BMJ","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":276,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Stigma (botany); Psychiatry; Psychology; Medicine; Mental health","score_opus":0.02949209992919287,"score_gpt":0.3950862910907103,"score_spread":0.3655941911615174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029261979","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061651208,0.0037466842,8.3104067e-7,0.00014043122,0.9558616,0.0009647223,0.0006800026,0.000044227952,0.03239635],"genre_scores_gemma":[0.015023353,0.00021022803,0.000050670285,0.00003597355,0.9381868,0.00032422,0.0010634561,0.00006867965,0.04503661],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997959,0.00012385695,0.00058003794,0.00040700124,0.0005516219,0.00037843914],"domain_scores_gemma":[0.9986578,0.0002275659,0.00045496333,0.0004999423,0.000055474622,0.00010420338],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021351285,0.0002845712,0.0004903066,0.00011251299,0.00012392882,0.000013246425,0.0003624644,0.0006857453,0.008181594],"category_scores_gemma":[0.00003190717,0.00025581778,0.00027219273,0.00011853413,0.00006765262,0.000044755754,0.00007642298,0.00033991804,0.001257325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014413601,0.0003039873,0.00014088549,0.0001448865,0.00025485124,0.000037908107,0.00045919226,4.204795e-8,0.0000022850154,0.00008275126,0.98630184,0.012127244],"study_design_scores_gemma":[0.0017037744,0.00020905136,0.00017262188,0.00011734599,0.00013749747,0.0000069491643,0.00014646814,8.2596154e-7,0.000054896984,0.000044902998,0.9971296,0.00027604785],"about_ca_topic_score_codex":0.00045690264,"about_ca_topic_score_gemma":0.000035044162,"teacher_disagreement_score":0.01767482,"about_ca_system_score_codex":0.0001228964,"about_ca_system_score_gemma":0.00004496804,"threshold_uncertainty_score":0.9999894},"labels":[],"label_agreement":null},{"id":"W2029684800","doi":"10.1111/j.1447-0349.2007.00453.x","title":"Measuring melancholy: A critique of the Beck Depression Inventory and its use in mental health nursing","year":2007,"lang":"en","type":"article","venue":"International Journal of Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Beck Depression Inventory; Mental health; Depression (economics); Electroconvulsive therapy; Mental health nursing; Psychiatry; Psychology; Nursing practice; Clinical Practice; Nursing; Medicine; Anxiety; Cognition","score_opus":0.08280437043554613,"score_gpt":0.4502446425244639,"score_spread":0.3674402720889178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029684800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723109,0.0112377545,0.000071579016,0.010549966,0.0047666193,0.00053796306,0.000030183037,0.000008303358,0.00048672894],"genre_scores_gemma":[0.9976462,0.00039132286,0.00032423908,0.0012978477,0.0002283712,0.000002944576,0.000011260523,0.000022609738,0.00007517694],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969795,0.00034181727,0.0012239689,0.00022458128,0.000766551,0.00046359628],"domain_scores_gemma":[0.9983197,0.000099023026,0.0010610237,0.00011707123,0.00012366161,0.00027956112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016192684,0.00017990112,0.00034981838,0.00041426695,0.0002683218,0.000036857968,0.00032964064,0.00008067596,0.000041719064],"category_scores_gemma":[0.000029740839,0.00014630936,0.00010223255,0.00016410841,0.00010268795,0.0004982927,0.00004304751,0.0004370611,0.0000018135744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00394103,0.0036434166,0.26366526,0.00020478514,0.0001679379,0.00007878053,0.054502334,0.000013342228,0.0017708213,0.0028737653,0.0039491314,0.6651894],"study_design_scores_gemma":[0.010937522,0.0010672823,0.93097436,0.032544285,0.000023074468,0.002126901,0.013334424,0.00023440376,0.0063549527,0.000943342,0.0011027524,0.00035669736],"about_ca_topic_score_codex":0.0006355317,"about_ca_topic_score_gemma":0.0002655049,"teacher_disagreement_score":0.6673091,"about_ca_system_score_codex":0.002150513,"about_ca_system_score_gemma":0.00016374025,"threshold_uncertainty_score":0.59663224},"labels":[],"label_agreement":null},{"id":"W2029908708","doi":"10.1097/01.mlr.0000128001.73998.5c","title":"A Longitudinal Population-Based Study of Treated and Untreated Major Depression","year":2004,"lang":"en","type":"article","venue":"Medical Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petro-Canada","funders":"Health Canada","keywords":"Major depressive episode; Psychosocial; Mental health; Depression (economics); Population; Longitudinal study; Cohort study; Cohort; Psychiatry; Medicine; Psychology; Environmental health; Mood","score_opus":0.02675704940309337,"score_gpt":0.3772950156075147,"score_spread":0.35053796620442135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029908708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980354,0.00076041697,0.000009416951,0.000105410116,0.00012721748,0.0005217065,0.000008972134,0.000040194933,0.00039129908],"genre_scores_gemma":[0.99964637,0.0000015146072,0.000014462214,0.000062118714,0.000034210818,0.0000648335,0.000113568916,0.000009886575,0.000053050477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900454,0.000069756636,0.00022374386,0.00023745115,0.00030583286,0.00015866588],"domain_scores_gemma":[0.9995217,0.00005913585,0.000062577245,0.00015764471,0.000034579414,0.00016440469],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004763912,0.000106682346,0.0001877811,0.00006896224,0.00010136954,0.000005645273,0.000075516284,0.00010605314,0.00095204834],"category_scores_gemma":[0.000022526236,0.000076845776,0.000022840022,0.00014209855,0.000023835553,0.000024432706,0.000020891386,0.000086750384,0.0000117247755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017852832,0.00076555525,0.98253894,0.00006287839,0.000026971871,0.00017493735,0.0016325446,0.000002366018,0.0000031239904,0.000019947061,0.00001607971,0.014578154],"study_design_scores_gemma":[0.007850883,0.0006448054,0.98962986,0.00010514231,0.00006450144,0.000003935125,0.0014619417,0.0000060568814,0.00014259404,0.000016833936,0.000006379622,0.00006703649],"about_ca_topic_score_codex":0.010943691,"about_ca_topic_score_gemma":0.0021604556,"teacher_disagreement_score":0.014511118,"about_ca_system_score_codex":0.000061173196,"about_ca_system_score_gemma":0.000019466992,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W2030023322","doi":"10.1097/01.mlr.0000244506.86885.a5","title":"Mental Health Treatment Dropout and Its Correlates in a General Population Sample","year":2007,"lang":"en","type":"article","venue":"Medical Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":169,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Dropout (neural networks); Psychiatry; Mood; Medicine; Logistic regression; Population; Mood disorders; Psychology; Clinical psychology; Environmental health; Anxiety; Internal medicine","score_opus":0.03193163931970993,"score_gpt":0.41547092502894434,"score_spread":0.3835392857092344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030023322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896103,0.006883325,0.000014222166,0.0013838212,0.0006491024,0.0004934654,0.000042671454,0.000030257072,0.0008928076],"genre_scores_gemma":[0.99800926,0.0001391907,0.000070488226,0.0007233052,0.00014151704,0.000030407866,0.00058477424,0.000010911158,0.0002901673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998822,0.00007136512,0.0002870133,0.00023760844,0.00022976354,0.00035226237],"domain_scores_gemma":[0.9994819,0.00007865388,0.000053896438,0.00008292449,0.000008743146,0.00029385832],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020260969,0.00011789234,0.00019076906,0.00007993305,0.00012806206,0.0000072823404,0.00005072513,0.00011222625,0.0011298375],"category_scores_gemma":[0.000015266167,0.00009229049,0.000026719521,0.00009513585,0.000020362226,0.000036873203,0.000021321935,0.00009602193,0.000035543493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097246026,0.00017984434,0.6896305,0.00003206533,0.000010916312,0.000051817675,0.007266569,1.2829504e-7,9.3510374e-7,0.0009794228,0.00024284987,0.30150768],"study_design_scores_gemma":[0.0042150565,0.0008708347,0.98775953,0.00008637392,0.000008434159,0.000032276457,0.0031050025,0.00021994211,0.000029159894,0.00012138562,0.0034020613,0.00014993682],"about_ca_topic_score_codex":0.008647777,"about_ca_topic_score_gemma":0.007323486,"teacher_disagreement_score":0.30135775,"about_ca_system_score_codex":0.00042670054,"about_ca_system_score_gemma":0.000025547615,"threshold_uncertainty_score":0.9997833},"labels":[],"label_agreement":null},{"id":"W2030581467","doi":"10.1017/s1041610200006578","title":"Feasibility and Effectiveness of Treatments for Depression in Elderly Medical Inpatients: A Systematic Review","year":2000,"lang":"en","type":"review","venue":"International Psychogeriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; HEC Montréal; St Mary's Hospital Centre","funders":"","keywords":"Fluoxetine; Discontinuation; Depression (economics); Medicine; Psychiatry; MEDLINE; Late life depression; Antidepressant; Sertraline; Serotonin reuptake inhibitor; Internal medicine; Serotonin; Anxiety","score_opus":0.06236464187712327,"score_gpt":0.47504089209085026,"score_spread":0.412676250213727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030581467","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007698366,0.9874478,0.000025090008,0.000015367259,0.001291484,0.009236607,0.00037151208,0.000015861866,0.000826472],"genre_scores_gemma":[0.00056261575,0.99480456,0.00004233282,0.000044153563,0.00008486963,0.003716599,0.0005808419,0.000036849484,0.000127159],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9961899,0.00082622044,0.0015868914,0.00066265615,0.0005000833,0.00023424826],"domain_scores_gemma":[0.9972356,0.0013547689,0.0008041435,0.00040318543,0.00007979041,0.00012252475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012388192,0.00038159668,0.002171536,0.000341586,0.000036967936,0.00001591924,0.00047432203,0.00037555074,0.00040934485],"category_scores_gemma":[0.00023190171,0.0002751864,0.00035484016,0.0003277416,0.000038879138,0.0000838268,0.000046926958,0.00019134562,0.000029513532],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020844242,0.0009355972,0.0009570559,0.6904489,0.00040426283,0.000011555492,0.000023782573,1.4219163e-8,6.0009797e-9,0.000074537355,0.00013954203,0.30679634],"study_design_scores_gemma":[0.0042020897,0.00038389885,0.0010794131,0.97169983,0.0022979258,0.000070280366,0.0000071913696,0.000002692734,1.3067927e-7,0.0003148788,0.019593203,0.00034845632],"about_ca_topic_score_codex":0.000063355285,"about_ca_topic_score_gemma":0.0000064239216,"teacher_disagreement_score":0.3064479,"about_ca_system_score_codex":0.0003199553,"about_ca_system_score_gemma":0.000071917275,"threshold_uncertainty_score":0.99997},"labels":[],"label_agreement":null},{"id":"W2030678607","doi":"10.1093/heapol/czv016","title":"Developing a holistic policy and intervention framework for global mental health","year":2015,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministry of Health and Long Term Care; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Centre for Addiction and Mental Health","keywords":"Mental health; Developing country; Intervention (counseling); Global mental health; Psychological intervention; Psychology; Economic growth; Business; Political science; Public relations; Psychotherapist; Psychiatry; Economics","score_opus":0.266885166064692,"score_gpt":0.570568870845592,"score_spread":0.30368370478090007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030678607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.649962,0.04438753,0.06897799,0.21974821,0.0038711324,0.005065666,0.0011409669,0.00037445524,0.0064720265],"genre_scores_gemma":[0.9609987,0.00023397333,0.0097790565,0.02664988,0.0015734723,0.00013667814,0.0002177048,0.000024913365,0.0003856027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982119,0.00019006422,0.00043759376,0.00032007822,0.000114831695,0.00072554004],"domain_scores_gemma":[0.9988517,0.0001783829,0.0002563551,0.0001151575,0.000025406916,0.00057299744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006945276,0.00018374618,0.00031675215,0.0001557796,0.00056744844,0.00005556575,0.00007256485,0.00011064363,0.0000066949597],"category_scores_gemma":[0.00018091417,0.00017572207,0.000032079435,0.00024464767,0.000050594004,0.00010040367,0.00005681509,0.00013272597,0.0000089557],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038116594,0.00009168058,0.014485701,0.0008425065,0.000041304964,0.0000041410094,0.01593614,0.0000011510656,6.4469184e-8,0.77038723,0.0068713482,0.19095759],"study_design_scores_gemma":[0.015698927,0.0055125947,0.24515466,0.0057875696,0.000034706703,0.0006360754,0.023048783,0.00047683605,0.0000046913547,0.42781693,0.2746218,0.0012064183],"about_ca_topic_score_codex":0.013709991,"about_ca_topic_score_gemma":0.00016703145,"teacher_disagreement_score":0.34257028,"about_ca_system_score_codex":0.00071225077,"about_ca_system_score_gemma":0.0004491644,"threshold_uncertainty_score":0.9928578},"labels":[],"label_agreement":null},{"id":"W2031456511","doi":"10.1097/yco.0b013e32833f2f3e","title":"Mental Health Commissions: making the critical difference to the development and reform of mental health services","year":2010,"lang":"en","type":"review","venue":"Current Opinion in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Mental Health Commission of Canada","funders":"","keywords":"Mental health; Champion; Government (linguistics); Bureaucracy; Sustainability; Political science; Public relations; Business; Economic growth; Psychology; Psychiatry; Economics; Law","score_opus":0.13573140666544767,"score_gpt":0.5212646809985007,"score_spread":0.38553327433305296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031456511","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017489787,0.94946605,0.000008618372,0.012348615,0.034480117,0.0029822118,0.0002762584,0.00002506954,0.00023816778],"genre_scores_gemma":[0.00032085873,0.9965822,0.0006153911,0.0006735666,0.00056538417,0.0006375705,0.00050689856,0.00004670335,0.000051387688],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99606603,0.00057179196,0.0016298209,0.00063891424,0.0004095873,0.00068384875],"domain_scores_gemma":[0.99816006,0.00015266743,0.00071435247,0.00066962105,0.000021240186,0.0002820601],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009697013,0.0005188725,0.0011249188,0.0002222007,0.0009664208,0.000057838817,0.000848513,0.00019031331,0.00009682408],"category_scores_gemma":[0.000004074436,0.00027592832,0.0001532896,0.00039636306,0.00013556915,0.000048391907,0.00038319727,0.0010224103,0.000044562425],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002873683,0.00054531085,0.0006001192,0.023570484,0.000031433934,4.848573e-8,0.005648944,4.99274e-9,2.9605842e-9,0.0072886557,0.0055143987,0.95677185],"study_design_scores_gemma":[0.00040780538,0.00016428441,0.0028749842,0.053747006,0.000014281308,0.000024734261,0.0031514259,0.0000016971593,1.814318e-8,0.00009690881,0.9392857,0.00023113194],"about_ca_topic_score_codex":0.00018496433,"about_ca_topic_score_gemma":0.0005100278,"teacher_disagreement_score":0.9565407,"about_ca_system_score_codex":0.00041645422,"about_ca_system_score_gemma":0.0005286688,"threshold_uncertainty_score":0.9999693},"labels":[],"label_agreement":null},{"id":"W2031741394","doi":"10.1136/ebmh.6.4.116","title":"Collaborative care speeds recovery from depression","year":2003,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Primary care; Depression (economics); Web of science; Psychiatry; Gynecology; Internal medicine; Family medicine","score_opus":0.05486502478504774,"score_gpt":0.39209919074771293,"score_spread":0.3372341659626652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031741394","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018456638,0.16539507,0.000050284936,0.76706105,0.018900584,0.0080297915,0.0058141034,0.0003278076,0.015964648],"genre_scores_gemma":[0.013734421,0.0019752565,0.0011530882,0.9608093,0.0034651698,0.00074195024,0.0115430495,0.00019982625,0.0063779284],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99332684,0.0015236856,0.001103874,0.0016366519,0.0010181764,0.0013907762],"domain_scores_gemma":[0.9964293,0.00079607824,0.001072545,0.0011504379,0.0001297835,0.00042184367],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039785687,0.00091700704,0.0011525096,0.00036387466,0.000893382,0.00012830681,0.00061115384,0.0011233608,0.0075884117],"category_scores_gemma":[0.000024306884,0.0008303863,0.00026286716,0.0005929801,0.00014869148,0.00035144825,0.000083028535,0.0018966895,0.001740214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006797706,0.00016864177,0.0023822635,0.0007010878,0.00010486509,0.00023531273,0.0018861092,0.0000011946247,0.0000046473656,0.00000714122,0.9440105,0.049818452],"study_design_scores_gemma":[0.0035571444,0.0017927506,0.0033250048,0.0071846936,0.00012352919,0.000011636871,0.003820625,0.0000022380113,0.00078070996,0.000116813666,0.9781421,0.0011427782],"about_ca_topic_score_codex":0.00672806,"about_ca_topic_score_gemma":0.00035168554,"teacher_disagreement_score":0.19374824,"about_ca_system_score_codex":0.003174038,"about_ca_system_score_gemma":0.0012606485,"threshold_uncertainty_score":0.9998862},"labels":[],"label_agreement":null},{"id":"W2032132713","doi":"10.1037/a0014230","title":"Promoting collaborative care in Canada: The Canadian Collaborative Mental Health Initiative.","year":2008,"lang":"en","type":"article","venue":"Families Systems & Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Collaborative Care; Mental health; Mental health care; Health care; Political science; Nursing; Public relations; Psychology; Medicine; Psychiatry","score_opus":0.03436820686705842,"score_gpt":0.327168123142765,"score_spread":0.29279991627570656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032132713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87903255,0.058258723,0.0000011775301,0.023274409,0.004549291,0.010337989,0.0033830542,0.00006981054,0.021093003],"genre_scores_gemma":[0.99233824,0.0006916372,0.0000213605,0.0052193557,0.00016336124,0.00075508235,0.0003903153,0.000041541633,0.00037910003],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99471503,0.001824529,0.0010170689,0.00056619535,0.00051114004,0.0013660559],"domain_scores_gemma":[0.9978887,0.00017953465,0.00059390906,0.00040255755,0.0002500846,0.00068520877],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006624591,0.00037166875,0.0007480918,0.00023798342,0.0029676005,0.00004509975,0.00032153516,0.00009815266,0.000060617196],"category_scores_gemma":[0.000020467185,0.00028912534,0.000032521762,0.0014016004,0.00014810824,0.00015065345,0.00003984585,0.00042637944,0.000054586733],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00014283019,0.00012863165,0.21464394,0.00061285944,0.00010956598,0.00019460647,0.6926507,0.000021963031,4.7033086e-7,0.0020319552,0.08226847,0.007194031],"study_design_scores_gemma":[0.0022755545,0.0008814624,0.2608937,0.0005284506,0.0000042706615,0.000071428934,0.64343035,0.000074264266,0.0000068815,0.0000059049826,0.09143743,0.0003902728],"about_ca_topic_score_codex":0.99947476,"about_ca_topic_score_gemma":0.99994636,"teacher_disagreement_score":0.1133057,"about_ca_system_score_codex":0.016622463,"about_ca_system_score_gemma":0.035923295,"threshold_uncertainty_score":0.9999561},"labels":[],"label_agreement":null},{"id":"W2032805280","doi":"10.1007/s11606-009-0985-x","title":"PHQ-9 and PHQ-2 in Western Kenya","year":2009,"lang":"en","type":"letter","venue":"Journal of General Internal Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Patient Health Questionnaire; Medicine; Depression (economics); Gold standard (test); Depressive symptoms; Psychometrics; Test (biology); Clinical psychology; Psychiatry; Internal medicine; Anxiety","score_opus":0.046614927724574914,"score_gpt":0.4037634494420714,"score_spread":0.35714852171749645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032805280","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3275769,0.011725875,0.00003288977,0.6380732,0.0073746596,0.00027386603,0.000008944324,0.000010433026,0.014923201],"genre_scores_gemma":[0.0798468,0.0012902998,0.00016259518,0.7656787,0.04416795,0.000009447106,0.000038243135,0.00006758193,0.10873836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972349,0.00022008472,0.0012749562,0.00028852394,0.0005285162,0.00045305616],"domain_scores_gemma":[0.9983661,0.0001410229,0.0010138992,0.0002120064,0.00009229532,0.0001746471],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047092407,0.0003792983,0.0010167432,0.00063763343,0.0000395573,0.000026126187,0.0004363337,0.00046827868,0.0012709534],"category_scores_gemma":[0.000023225522,0.00025114993,0.000118926306,0.00011782247,0.00012335538,0.00012642158,0.00004469409,0.0023736323,0.000039335922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003135494,0.00008909002,0.012513031,0.00007980704,0.0001446688,0.010141887,0.0006287539,2.5663783e-7,0.0000486323,0.0000052917385,0.9261215,0.04991356],"study_design_scores_gemma":[0.004754004,0.004210049,0.06645392,0.0036617012,0.00024464473,0.0055368477,0.000118315256,0.00000872395,0.00007115558,0.00047707904,0.91407484,0.00038871396],"about_ca_topic_score_codex":0.00086179114,"about_ca_topic_score_gemma":0.000052971613,"teacher_disagreement_score":0.24773012,"about_ca_system_score_codex":0.00018284837,"about_ca_system_score_gemma":0.000021754768,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W2032841824","doi":"10.1002/jcop.20406","title":"Adolescent knowledge of schizophrenia and social distancing: a province‐wide survey","year":2010,"lang":"en","type":"article","venue":"Journal of Community Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Social distance; Distancing; Schizophrenia (object-oriented programming); Psychology; Stigma (botany); Psychological intervention; Mental health; Mental illness; Social stigma; Clinical psychology; Psychiatry; Developmental psychology; Coronavirus disease 2019 (COVID-19); Medicine; Human immunodeficiency virus (HIV); Family medicine; Disease","score_opus":0.09011877255834821,"score_gpt":0.430088913178024,"score_spread":0.3399701406196758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032841824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820968,0.00037543967,0.00007744359,0.0006864392,0.0011989628,0.00016130258,0.000014124016,0.000009980132,0.015379531],"genre_scores_gemma":[0.99879193,0.000018535538,0.00018945512,0.00031006674,0.00014551308,0.0000027950086,0.0000055587975,0.000024642944,0.0005114722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765515,0.0013374635,0.00059828575,0.000083632614,0.00009229851,0.00023318702],"domain_scores_gemma":[0.99833924,0.00041095255,0.0006603126,0.0003370548,0.00014011089,0.00011233101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016308366,0.00014399596,0.0004263048,0.00019654265,0.00023796466,0.0000120739205,0.00043688182,0.00018502341,0.00044184222],"category_scores_gemma":[0.000065145374,0.00012068415,0.000079718426,0.00012837129,0.0003078536,0.000071514456,0.00008303229,0.0013511773,0.000024158318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071244836,0.009960005,0.6687668,0.0003100311,0.0004016301,0.00004213327,0.01666269,5.3459235e-8,0.0038770589,0.0062665646,0.04604379,0.24054477],"study_design_scores_gemma":[0.0032064437,0.00057374855,0.98586744,0.00003194225,0.000029343424,0.00012207624,0.0004402654,3.4444173e-7,0.00005887172,0.0005848242,0.008993097,0.000091587564],"about_ca_topic_score_codex":0.00028001115,"about_ca_topic_score_gemma":0.0046573784,"teacher_disagreement_score":0.31710067,"about_ca_system_score_codex":0.00002162158,"about_ca_system_score_gemma":0.00004874158,"threshold_uncertainty_score":0.58702683},"labels":[],"label_agreement":null},{"id":"W2033465286","doi":"10.1016/j.jad.2008.01.005","title":"The relationship between mental health literacy, personal contacts and personal stigma against depression","year":2008,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":167,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Stigma (botany); Mental health literacy; Mental health; Psychology; Depression (economics); Psychiatry; Clinical psychology; Mental illness","score_opus":0.03801023342765041,"score_gpt":0.37767212916735715,"score_spread":0.33966189573970673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033465286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876933,0.008046865,0.0000648877,0.002297038,0.0004809721,0.00038831984,0.000024421863,0.000008962688,0.0009952221],"genre_scores_gemma":[0.9985666,0.00055183773,0.000042924843,0.00030830014,0.00018242912,0.000010437765,0.000018104327,0.00001580165,0.0003035435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998466,0.00040208505,0.0003532381,0.00017302473,0.0002994316,0.00030618595],"domain_scores_gemma":[0.9979847,0.0012154125,0.000458416,0.000071414455,0.000057473426,0.00021258055],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004606729,0.00016097864,0.00024724906,0.00010929998,0.0014731623,0.00003613702,0.00010830218,0.00006740634,0.000039503397],"category_scores_gemma":[0.00007067392,0.00010587829,0.000109514614,0.00013349438,0.00016407343,0.00029115405,0.000027436483,0.00039283148,0.000009771934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029556046,0.00012779128,0.8396327,0.000014085432,0.00008554535,0.0000098159735,0.014629154,1.5842068e-7,0.000004704678,0.000053012718,0.0030784484,0.14206903],"study_design_scores_gemma":[0.00267756,0.0006232142,0.99179924,0.00010225509,0.000015820971,0.000094266514,0.0030813164,0.000015805605,0.000005573177,0.00019031354,0.001298643,0.000095985226],"about_ca_topic_score_codex":0.00015650182,"about_ca_topic_score_gemma":0.00009234056,"teacher_disagreement_score":0.15216655,"about_ca_system_score_codex":0.00016941827,"about_ca_system_score_gemma":0.00008065501,"threshold_uncertainty_score":0.9998268},"labels":[],"label_agreement":null},{"id":"W2034021143","doi":"10.1016/j.jad.2015.03.020","title":"Associations between depression, chronic physical health conditions, and disability in a community sample: A focus on the persistence of depression","year":2015,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Physical disability; Major depressive disorder; Psychiatry; Persistence (discontinuity); Medicine; Epidemiology; Psychology; Clinical psychology; Mood; Internal medicine","score_opus":0.06276898523771776,"score_gpt":0.41089636739934604,"score_spread":0.3481273821616283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034021143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963763,0.00065008336,0.00006200607,0.001890728,0.00007698818,0.00042725852,0.00011327918,0.0000038743538,0.00039952475],"genre_scores_gemma":[0.9998151,0.00002798098,0.000013313924,0.000058587877,0.000043755153,0.000018833383,0.0000137366815,0.000006142466,0.0000025273305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976923,0.0015425715,0.00029977993,0.00009911031,0.00020236292,0.0001638591],"domain_scores_gemma":[0.99654406,0.0026304298,0.00048764033,0.00016816893,0.00006441805,0.00010526491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010544537,0.00009724134,0.00030811122,0.000056680507,0.000255758,0.000008843676,0.00014431564,0.000045857738,0.000016938842],"category_scores_gemma":[0.0003906579,0.00006201411,0.00007280851,0.00018893888,0.0001850615,0.00011402345,0.000039927658,0.00045774408,0.0000011833507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106589614,0.001205845,0.95372516,0.000019165396,0.000059485,3.3636258e-7,0.0075169834,0.000012083867,0.0000059190947,0.00020345712,0.0003971295,0.036747817],"study_design_scores_gemma":[0.0017096516,0.001133833,0.98074585,0.00012280924,0.00002678429,0.0000013480601,0.0056302627,0.0000151899285,0.00004733314,0.010507648,0.000009838621,0.00004944995],"about_ca_topic_score_codex":0.0049677356,"about_ca_topic_score_gemma":0.0028976253,"teacher_disagreement_score":0.036698367,"about_ca_system_score_codex":0.00041519073,"about_ca_system_score_gemma":0.00007846148,"threshold_uncertainty_score":0.7509763},"labels":[],"label_agreement":null},{"id":"W2034441844","doi":"10.1016/j.jagp.2014.12.113","title":"Embedding Geriatric Psychiatry Care Within a Community Social Services Provider in a Large Multi-ethnic Urban Environment: A One Year Review","year":2015,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bridgepoint Active Healthcare","funders":"","keywords":"Ethnic group; Mental health; Geriatric psychiatry; Social Welfare; Medicine; Nursing; Gerontology; Psychiatry; Sociology; Political science","score_opus":0.03800798712002069,"score_gpt":0.3667141327553986,"score_spread":0.3287061456353779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034441844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8773296,0.11513149,0.000109701235,0.0017578523,0.003713517,0.0010333626,0.00007007565,0.0000506748,0.000803737],"genre_scores_gemma":[0.98033243,0.00229761,0.0126835955,0.0026173603,0.0016867748,0.000090250775,0.000056103763,0.00010702739,0.00012881924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994521,0.0017225592,0.0017979902,0.00043872723,0.0006714193,0.00084828323],"domain_scores_gemma":[0.9959999,0.0000855138,0.0026789582,0.0006131483,0.00013291475,0.00048959535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019235845,0.00050303695,0.0012748102,0.0005830637,0.00037705162,0.000049611797,0.0009268095,0.00018328818,0.0002747595],"category_scores_gemma":[0.000020569316,0.00046227573,0.00038248132,0.0014977425,0.00014716113,0.00038153783,0.00017237627,0.0014644478,0.00015716707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033915776,0.011638608,0.8417978,0.0073837796,0.0010369907,0.00008349719,0.08320887,0.000034821278,0.0000142104755,0.00066427846,0.0129424585,0.03780307],"study_design_scores_gemma":[0.0377054,0.008590744,0.59652716,0.006507486,0.002226388,0.00045012205,0.33879125,0.00007960647,0.000004445614,0.0012059738,0.005372883,0.002538568],"about_ca_topic_score_codex":0.00097458245,"about_ca_topic_score_gemma":0.00048588522,"teacher_disagreement_score":0.25558236,"about_ca_system_score_codex":0.0004625101,"about_ca_system_score_gemma":0.00047448123,"threshold_uncertainty_score":0.9997829},"labels":[],"label_agreement":null},{"id":"W2034460449","doi":"10.1186/s12888-014-0289-5","title":"Systematic review and assessment of validated case definitions for depression in administrative data","year":2014,"lang":"en","type":"review","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":245,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Calgary","funders":"Alberta Innovates","keywords":"Depression (economics); ICD-10; Medicine; Diagnosis code; Systematic review; MEDLINE; Psychiatry; Psychology; Population; Political science","score_opus":0.375120514489417,"score_gpt":0.5586306639053913,"score_spread":0.18351014941597427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034460449","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007968043,0.9868134,0.00020590848,0.000026195014,0.0006285837,0.0087615065,0.0019055086,0.000018009403,0.0016328715],"genre_scores_gemma":[0.000057982066,0.9867415,0.006949035,0.00009558823,0.000059920854,0.0032299669,0.0027267456,0.000041279047,0.00009799978],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9965194,0.0008289789,0.0016444443,0.0006463711,0.000114875445,0.00024591415],"domain_scores_gemma":[0.99670154,0.0005676781,0.0012727082,0.0013263973,0.000031747175,0.00009991683],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00094662653,0.0003696705,0.0027111138,0.00015565185,0.000100839294,0.000018646244,0.00040572716,0.00024087775,0.00010656674],"category_scores_gemma":[0.00006598599,0.00026297895,0.00018465027,0.00023414471,0.000036982165,0.00007450244,0.000117485746,0.0002289695,0.000015023455],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053829085,0.0003427951,0.00026207152,0.989727,0.00018219864,0.0000069006965,0.000011329164,3.6464898e-9,1.0754516e-9,0.0025171079,0.0015641297,0.0053810542],"study_design_scores_gemma":[0.0011320532,0.00021255748,0.00006800859,0.969694,0.010601776,0.0012039434,0.00012755781,0.000008640843,1.1742914e-8,0.00022959629,0.016333304,0.00038850587],"about_ca_topic_score_codex":0.000054326738,"about_ca_topic_score_gemma":0.00029746073,"teacher_disagreement_score":0.02003298,"about_ca_system_score_codex":0.0000456938,"about_ca_system_score_gemma":0.00027570094,"threshold_uncertainty_score":0.99998224},"labels":[],"label_agreement":null},{"id":"W2034797210","doi":"10.1177/0020764006074541","title":"Factors Influencing Attitudes Towards Seeking Professional Help Among East and Southeast Asian Immigrant and Refugee Women","year":2007,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; Toronto Western Hospital; University Health Network","funders":"","keywords":"Refugee; Immigration; East Asia; Southeast asia; Psychology; Medicine; Political science; Gender studies; Sociology; Ethnology; China","score_opus":0.026377302899325116,"score_gpt":0.3708389005486466,"score_spread":0.3444615976493215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034797210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911664,0.00036197054,0.000053265616,0.0016724486,0.004936275,0.0001138984,0.000021585485,0.0000133853455,0.0016607755],"genre_scores_gemma":[0.9977588,0.0000075749167,0.0001540886,0.00025470738,0.0015650563,0.0000038044282,0.0000054011407,0.000018341569,0.00023223576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998379,0.00006217693,0.00057639903,0.0001791597,0.0004950216,0.00030823637],"domain_scores_gemma":[0.99904567,0.00003712408,0.00052935636,0.00004986998,0.00014462169,0.00019338143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006156668,0.00017438884,0.0002451685,0.00024748623,0.0002705265,0.00007274125,0.00022079497,0.00013422045,0.00026431883],"category_scores_gemma":[0.000010924908,0.00013680148,0.000085160435,0.00008263005,0.00012930005,0.00029236937,0.00006786428,0.00034671483,0.0000040689106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004830325,0.00026390585,0.9425146,0.00003346206,0.0003553893,0.000038662973,0.0291937,1.07435525e-7,0.00007455912,0.0027327482,0.00015258089,0.024157275],"study_design_scores_gemma":[0.0012371786,0.00011206189,0.94253147,0.00016386736,0.000019687504,0.000059738948,0.054550707,9.721023e-7,0.000008499712,0.00091418496,0.0002824639,0.00011917402],"about_ca_topic_score_codex":0.00011188611,"about_ca_topic_score_gemma":0.00015659606,"teacher_disagreement_score":0.025357008,"about_ca_system_score_codex":0.00017003802,"about_ca_system_score_gemma":0.00007052219,"threshold_uncertainty_score":0.55786026},"labels":[],"label_agreement":null},{"id":"W2036690699","doi":"10.1097/01.psy.0000149280.88430.7c","title":"An International Study of the Effect of Physical Ill Health on Psychiatric Recovery in Primary Care","year":2005,"lang":"en","type":"article","venue":"Psychosomatic Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychiatry; Medicine; Primary care; Psychology; Family medicine","score_opus":0.015938847704234763,"score_gpt":0.3970879458042351,"score_spread":0.38114909810000036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036690699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829648,0.00039985732,0.0000021406456,0.0015730242,0.0012794964,0.0016476662,0.00000864681,0.000013246376,0.012111118],"genre_scores_gemma":[0.9986636,0.00001653738,0.000034805227,0.0006714647,0.0004001683,0.000101097394,0.000023557976,0.0000142965955,0.000074444506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998051,0.0004560077,0.0006002839,0.00026578462,0.00043947258,0.00018745816],"domain_scores_gemma":[0.99873173,0.0002297881,0.00037941895,0.00055843143,0.000027500122,0.00007311236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034179798,0.00016041544,0.00047869736,0.00020840204,0.00004835939,0.0000019899528,0.00037825303,0.000038138045,0.00019054615],"category_scores_gemma":[0.000017992015,0.000090024296,0.00005527235,0.00032382287,0.00005307289,0.000063501175,0.000016925254,0.00015344421,0.000017686267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096198014,0.0045744823,0.73122346,0.00060823513,0.00010266042,0.0000015443414,0.024466999,0.000036769376,0.000040194973,0.0001234481,0.0009139979,0.23694624],"study_design_scores_gemma":[0.009305569,0.015573003,0.971795,0.0005725438,0.000039523486,0.0000030925532,0.0024016784,0.00006862459,0.000037843824,0.00004963522,0.000076863565,0.00007659642],"about_ca_topic_score_codex":0.00045542914,"about_ca_topic_score_gemma":0.00009094268,"teacher_disagreement_score":0.24057157,"about_ca_system_score_codex":0.00015063252,"about_ca_system_score_gemma":0.000013794291,"threshold_uncertainty_score":0.36710843},"labels":[],"label_agreement":null},{"id":"W2036712449","doi":"10.4314/ajpsy.v13i2.54357","title":"Mental Health Stigma: What is being done to raise awareness and reduce stigma in South Africa?","year":2010,"lang":"en","type":"article","venue":"African Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Ministry of Health, Uganda; Department for International Development; University of Cape Town; University of Ghana; University of Leeds; World Health Organization","keywords":"Stigma (botany); Mental health; Government (linguistics); Ethnic group; Social stigma; Inclusion (mineral); Health care; Psychology; Public health; Medicine; Public relations; Nursing; Psychiatry; Political science; Medical education; Family medicine; Social psychology","score_opus":0.025359166862885477,"score_gpt":0.3549090398867001,"score_spread":0.3295498730238146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036712449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9617334,0.0064661945,0.000034053643,0.023442257,0.006950442,0.00041868322,0.000028640865,0.000014875246,0.0009114388],"genre_scores_gemma":[0.9943038,0.00015479187,0.0031150044,0.001439761,0.000600193,0.00001672834,0.00000380694,0.00003523278,0.00033065223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762905,0.00016899829,0.0008734952,0.0003745945,0.00034428254,0.00060959783],"domain_scores_gemma":[0.99831754,0.00006361287,0.0005854057,0.0003086232,0.000059088343,0.00066575734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078829675,0.00026504064,0.000517539,0.00046445077,0.00037315147,0.00011410332,0.0003488942,0.00011152707,0.0003956368],"category_scores_gemma":[0.000012169233,0.0002281179,0.000098757875,0.0004885699,0.00008801175,0.00043722132,0.00006859718,0.00061363034,0.00003467554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022582316,0.0022456425,0.6026498,0.00022860314,0.00027277254,0.00011807069,0.22342497,0.0000028943432,0.00059010804,0.0038662206,0.028127372,0.1362153],"study_design_scores_gemma":[0.020634877,0.0054436913,0.6986387,0.0027476524,0.00018051759,0.001099657,0.2321108,0.000019978062,0.00041278035,0.009509944,0.027554497,0.0016469163],"about_ca_topic_score_codex":0.00019891703,"about_ca_topic_score_gemma":0.00042612062,"teacher_disagreement_score":0.13456838,"about_ca_system_score_codex":0.000086695276,"about_ca_system_score_gemma":0.00024246836,"threshold_uncertainty_score":0.93023777},"labels":[],"label_agreement":null},{"id":"W2037029643","doi":"10.1186/s12889-015-1778-2","title":"Under the banyan tree - exclusion and inclusion of people with mental disorders in rural North India","year":2015,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrasource","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Social exclusion; Mental health; Qualitative research; Inclusion (mineral); Stigma (botany); Social isolation; Medicine; Social stigma; Inclusion–exclusion principle; Distress; Social psychology; Criminology; Psychiatry; Sociology; Psychology; Economic growth; Clinical psychology; Social science; Political science; Politics; Human immunodeficiency virus (HIV); Family medicine","score_opus":0.04168531356068611,"score_gpt":0.3526031627945731,"score_spread":0.310917849233887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037029643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851754,0.00060656207,0.000055708748,0.00958142,0.0002101101,0.0009586476,0.000015935937,0.000021357328,0.0033748946],"genre_scores_gemma":[0.99872833,0.00007686537,0.00007699245,0.0007496641,0.000033968518,0.00006583847,0.00009832584,0.000015677908,0.00015433185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832386,0.00036249516,0.00033591333,0.00021468531,0.00032246584,0.00044060737],"domain_scores_gemma":[0.99917006,0.00009023526,0.00018585422,0.00024079332,0.000020790367,0.00029227167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008686548,0.00014086516,0.0002336142,0.00015012354,0.0005147896,0.000017719261,0.00019990168,0.000056130193,0.00007270029],"category_scores_gemma":[0.000008331943,0.00008485668,0.000019874476,0.00044478927,0.000086781445,0.00018341366,0.00050440186,0.000137858,0.000007114644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017703311,0.00043784367,0.911453,0.00005467039,0.000008731045,5.6506076e-7,0.031831622,0.0000011804019,6.6871456e-7,0.0011129522,0.0006387905,0.054282937],"study_design_scores_gemma":[0.0030788858,0.00061771896,0.9808356,0.000027022355,0.0000027234926,0.00000794079,0.013676982,0.000052203683,8.997033e-7,0.00031435103,0.0012973932,0.000088256274],"about_ca_topic_score_codex":0.012807388,"about_ca_topic_score_gemma":0.1285924,"teacher_disagreement_score":0.11578502,"about_ca_system_score_codex":0.00023900179,"about_ca_system_score_gemma":0.000289848,"threshold_uncertainty_score":0.9937664},"labels":[],"label_agreement":null},{"id":"W2037434053","doi":"10.1007/s11414-009-9168-0","title":"The Influence of Social Anchorage on the Gender Difference in the Use of Mental Health Services","year":2009,"lang":"en","type":"article","venue":"The Journal of Behavioral Health Services & Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut universitaire en santé mentale de Montréal","funders":"","keywords":"Mental health; Health psychology; Public health; Psychology; Logistic regression; Medicine; Social psychology; Psychiatry; Nursing","score_opus":0.21356467790822972,"score_gpt":0.5246227004297306,"score_spread":0.31105802252150083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037434053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817087,0.0021927948,3.8691826e-7,0.014467082,0.00014707336,0.0013551114,0.00004712606,0.0000047581734,0.00007698228],"genre_scores_gemma":[0.99421,0.0013477331,0.000011597261,0.004207206,0.00011251165,0.000021492942,0.0000065157533,0.000014322641,0.000068603396],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99174404,0.004200812,0.0012852956,0.00019353077,0.0016548673,0.00092143955],"domain_scores_gemma":[0.9965486,0.001126771,0.0012475569,0.00061010465,0.0003083646,0.0001586055],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007829004,0.00021518438,0.000457724,0.00019817369,0.0015918907,0.00008522028,0.0020165786,0.000093717324,0.000061226485],"category_scores_gemma":[0.0000013217309,0.00008922443,0.00011117217,0.00083960994,0.00031777847,0.00024344727,0.0001277031,0.0012990196,0.000010901814],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075108004,0.0052886615,0.03094549,0.0011324179,0.00008697129,0.00003394527,0.8160369,0.00006400405,0.0006028476,0.0046199183,0.0017152426,0.1319628],"study_design_scores_gemma":[0.0010232052,0.0033538376,0.89076644,0.0005771819,0.000016126845,0.000029645698,0.10276543,0.000028859007,0.00006303407,0.00064945704,0.0006438153,0.00008293453],"about_ca_topic_score_codex":0.022014737,"about_ca_topic_score_gemma":0.005685588,"teacher_disagreement_score":0.85982096,"about_ca_system_score_codex":0.00023909607,"about_ca_system_score_gemma":0.00024260393,"threshold_uncertainty_score":0.9997079},"labels":[],"label_agreement":null},{"id":"W2037505053","doi":"10.1080/13607863.2015.1033678","title":"Mental health service use among older Canadians with anxiety and comorbid physical conditions","year":2015,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Anxiety; Medicine; Comorbidity; National Comorbidity Survey; Psychiatry; Specialty; Context (archaeology); Disease; Odds; Logistic regression; Clinical psychology; Gerontology; Internal medicine","score_opus":0.039949335319470904,"score_gpt":0.37548584987889816,"score_spread":0.33553651455942723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037505053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97369385,0.000518303,0.000007853015,0.021773797,0.0005593715,0.0014835533,0.00074495067,0.00011902127,0.0010992808],"genre_scores_gemma":[0.9785606,0.000078381076,0.00021040758,0.018618744,0.00013478429,0.00010376803,0.0012414404,0.000050892835,0.0010009805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976058,0.00024962414,0.00034583095,0.0005558143,0.00032189215,0.00092101237],"domain_scores_gemma":[0.9980283,0.000034718578,0.00022332002,0.00032389493,0.000038341565,0.0013514246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002820285,0.00030570372,0.00040981174,0.00010611251,0.0009087637,0.00007725121,0.0001421966,0.000052961364,0.00011621093],"category_scores_gemma":[0.000001249106,0.0002702477,0.00003620505,0.0002972183,0.0001435654,0.00040791222,0.00006254018,0.00026631317,0.00007964467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021439522,0.0016338676,0.7336212,0.00037684725,0.00018457991,0.00004350561,0.11161499,0.0000033913748,0.000006313382,0.0022860663,0.1310941,0.018920796],"study_design_scores_gemma":[0.010282948,0.001772761,0.92271554,0.0007540163,0.00004023828,0.00044588465,0.03551106,0.0004734965,0.0000257013,0.0001376508,0.027056316,0.0007843746],"about_ca_topic_score_codex":0.2728029,"about_ca_topic_score_gemma":0.11176991,"teacher_disagreement_score":0.1890944,"about_ca_system_score_codex":0.00091931724,"about_ca_system_score_gemma":0.00030743724,"threshold_uncertainty_score":0.99997497},"labels":[],"label_agreement":null},{"id":"W2038063768","doi":"10.1300/j200v06n03_02","title":"Immediate Effects of a 16-Week Life Skills Education Program on the Mental Health of Adult Psychiatric Patients","year":2008,"lang":"en","type":"article","venue":"Social Work in Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Mental health; Psychiatry; Psychology; Medicine; Clinical psychology","score_opus":0.013724994445773265,"score_gpt":0.3666120247884785,"score_spread":0.35288703034270524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038063768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97787184,0.0013089039,4.4387042e-7,0.010340132,0.0031071117,0.006120047,0.00007074272,0.000032175383,0.001148617],"genre_scores_gemma":[0.99309564,0.000615468,0.0001378091,0.0045160404,0.00021665126,0.000743404,0.00034139564,0.000033295542,0.00030032115],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967901,0.0007045467,0.0009621143,0.00036582374,0.00051353074,0.00066386926],"domain_scores_gemma":[0.9984352,0.00015234224,0.0008975426,0.0002228319,0.00005058003,0.00024149055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035565227,0.00025708092,0.000535222,0.00019771904,0.00085101,0.000006270019,0.00024432392,0.000114408234,0.00012737924],"category_scores_gemma":[0.000019976334,0.00020393913,0.00014314479,0.0010938527,0.00017906314,0.00006332879,0.000042804826,0.00029889576,0.00005319038],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016190158,0.04689119,0.36637712,0.001056933,0.00009267086,9.657934e-7,0.06384085,1.3444357e-7,8.9446524e-7,0.0028544974,0.100317925,0.41694778],"study_design_scores_gemma":[0.005256214,0.0051268507,0.98319256,0.0004799536,0.000008413511,0.0000013340135,0.004296615,7.570081e-7,0.00003877188,0.00024644262,0.0011438302,0.0002082642],"about_ca_topic_score_codex":0.0019533378,"about_ca_topic_score_gemma":0.00016548511,"teacher_disagreement_score":0.61681545,"about_ca_system_score_codex":0.00084521296,"about_ca_system_score_gemma":0.00043650364,"threshold_uncertainty_score":0.8316396},"labels":[],"label_agreement":null},{"id":"W2038828711","doi":"10.1111/j.1365-2524.2008.00799.x","title":"Interlocking oppressions: the effect of a comorbid physical disability on perceived stigma and discrimination among mental health consumers in Canada","year":2008,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Schulich School of Medicine and Dentistry; Schulich School of Medicine and Dentistry, Western University","keywords":"Stigma (botany); Psychiatry; Mental health; Affect (linguistics); Mental illness; Clinical psychology; Physical disability; Social stigma; Psychology; Medical model of disability; Medicine; Family medicine","score_opus":0.05677563450228817,"score_gpt":0.4052166910024394,"score_spread":0.3484410565001512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038828711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935252,0.00058881147,1.5123655e-7,0.0038224396,0.00020469946,0.0014878138,0.00010272882,0.000008103089,0.000260046],"genre_scores_gemma":[0.9987682,0.00007791311,0.0000013932868,0.0008649887,0.000023729552,0.00014711081,0.000104323386,0.000009271817,0.0000030673575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98934644,0.009561521,0.0003749431,0.00014077577,0.00024783637,0.00032845518],"domain_scores_gemma":[0.997879,0.0014940675,0.00021932698,0.00031830225,0.000015230362,0.00007405053],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012653951,0.00015569995,0.00038788066,0.000029244038,0.0017419778,0.000007391874,0.00031959816,0.000043804805,0.000009926785],"category_scores_gemma":[0.000048906953,0.00009575799,0.000044806613,0.00014255733,0.0004618622,0.00004809267,0.00009538306,0.00093183486,3.7616755e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036140016,0.00032504124,0.5709457,0.00035674172,0.000010460765,0.0000030114618,0.37331912,6.7864534e-7,7.763617e-7,0.00007980025,0.00037260324,0.054224666],"study_design_scores_gemma":[0.0010742537,0.00056721625,0.8900492,0.00020531262,0.000004222269,0.000003022897,0.10796784,0.000019147248,0.000004535398,0.000024540519,0.000021938473,0.000058734364],"about_ca_topic_score_codex":0.97518903,"about_ca_topic_score_gemma":0.9694376,"teacher_disagreement_score":0.31910354,"about_ca_system_score_codex":0.0017588821,"about_ca_system_score_gemma":0.00022941364,"threshold_uncertainty_score":0.9995576},"labels":[],"label_agreement":null},{"id":"W2039203579","doi":"10.1016/j.jad.2013.05.097","title":"What is the association between quality of treatment for depression and patient outcomes? A cohort study of adults consulting in primary care","year":2013,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke; Université de Montréal","funders":"","keywords":"Depression (economics); Cohort; Medicine; Pharmacotherapy; Major depressive episode; Cohort study; Psychiatry; Depressive symptoms; Primary care; Major depressive disorder; Internal medicine; Anxiety; Family medicine; Mood","score_opus":0.022201612914673246,"score_gpt":0.3802862745291197,"score_spread":0.35808466161444646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039203579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956742,0.000926708,0.00000445825,0.00015338087,0.00018132177,0.0029250036,0.000019020195,0.0000015916843,0.00011430707],"genre_scores_gemma":[0.9996473,0.00010324701,0.000017800086,0.00004162115,0.00000824672,0.00016024518,0.00000593642,0.0000066682537,0.000008917222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986551,0.0003639227,0.0005425825,0.0001259972,0.00018725067,0.00012515734],"domain_scores_gemma":[0.9973104,0.0012359434,0.0011280518,0.00009569116,0.0001980034,0.000031932515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003422522,0.00010496339,0.00042252507,0.00007817895,0.000064813255,0.000012552317,0.000057629637,0.000055842065,0.00001030812],"category_scores_gemma":[0.000059677568,0.000061440485,0.000085660875,0.00008107618,0.000020466,0.00019682915,0.000018596986,0.00007694101,3.3332336e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025826553,0.0007084538,0.79922205,0.000054585616,0.00031845333,1.489315e-7,0.03664683,0.0000017196799,0.000008497822,9.3305135e-7,0.00001487393,0.1627652],"study_design_scores_gemma":[0.0069151917,0.002422839,0.91107875,0.00011967188,0.00009056514,1.5962482e-7,0.079194576,0.0000018454891,0.00008436381,0.00004284741,0.000003783858,0.000045412125],"about_ca_topic_score_codex":0.0039595044,"about_ca_topic_score_gemma":0.0008107607,"teacher_disagreement_score":0.1627198,"about_ca_system_score_codex":0.0003832005,"about_ca_system_score_gemma":0.000019189765,"threshold_uncertainty_score":0.5985612},"labels":[],"label_agreement":null},{"id":"W2039221093","doi":"10.7870/cjcmh-2002-0021","title":"Community Mental Health in India: A Vision Beckoning Fulfillment?","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Context (archaeology); Public relations; Economic growth; Medicine; Psychology; Political science; Psychiatry; Geography","score_opus":0.07688321624220647,"score_gpt":0.39640306228899386,"score_spread":0.3195198460467874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039221093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95154387,0.0091904905,0.0000038148273,0.02777229,0.0017693697,0.0009586199,0.00028148753,0.000019997835,0.008460085],"genre_scores_gemma":[0.98829144,0.0005428539,0.00013338805,0.010187033,0.00008826077,0.000012337443,0.00020952262,0.00004501403,0.00049014017],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9913235,0.0054187826,0.0014875015,0.00014103943,0.00033996315,0.0012892337],"domain_scores_gemma":[0.9959539,0.0001974674,0.0009931334,0.0006504989,0.000059816848,0.0021451844],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040460182,0.0003549512,0.00084054,0.00096518535,0.004227739,0.00008398023,0.0010176534,0.00015168365,0.0019933295],"category_scores_gemma":[0.000024680863,0.0003586535,0.00015877711,0.0006210058,0.00019417165,0.00043172642,0.00010789867,0.003244233,0.000112416186],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039107184,0.0047698393,0.04865977,0.00045359973,0.00020345858,0.00013313054,0.39195725,0.00000489931,0.000013111346,0.0016065728,0.23112974,0.32067755],"study_design_scores_gemma":[0.01893582,0.016127018,0.6578512,0.0037646964,0.000027549797,0.0019672734,0.18704966,0.00010436429,0.00004220711,0.001073768,0.11194863,0.0011077974],"about_ca_topic_score_codex":0.24394688,"about_ca_topic_score_gemma":0.2765649,"teacher_disagreement_score":0.6091915,"about_ca_system_score_codex":0.004328935,"about_ca_system_score_gemma":0.00067372416,"threshold_uncertainty_score":0.9998866},"labels":[],"label_agreement":null},{"id":"W2039340400","doi":"10.1097/mrr.0b013e3283013b0b","title":"Success indicators for integrating mental health interventions with community-based rehabilitation projects","year":2008,"lang":"en","type":"article","venue":"International Journal of Rehabilitation Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychological intervention; Rehabilitation; Mental health; Psychology; Community-based rehabilitation; Applied psychology; Nursing; Process management; Medicine; Business; Psychotherapist; Psychiatry","score_opus":0.15541451714823123,"score_gpt":0.5395813433876584,"score_spread":0.38416682623942716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039340400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97214675,0.00019248201,0.003464116,0.021026526,0.00082878955,0.0016442543,0.00008291467,0.000023444014,0.0005907344],"genre_scores_gemma":[0.9763148,0.000012490312,0.022494972,0.00024138989,0.00014968599,0.00031835583,0.00019024874,0.000026215295,0.00025184944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99518275,0.0019863585,0.0010420503,0.00021434895,0.001220634,0.00035386303],"domain_scores_gemma":[0.991845,0.00505279,0.0007250267,0.00023487666,0.0019644774,0.0001777919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057469374,0.00014924344,0.00030114318,0.001742775,0.0009112827,0.00006837687,0.000644241,0.00007350092,0.0001693369],"category_scores_gemma":[0.00095326663,0.000117595235,0.0002504259,0.00064824993,0.00048798037,0.0004410049,0.00005057327,0.00075329776,0.000013304415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009743202,0.009633036,0.6915201,0.0016263803,0.0007681527,0.000040505118,0.106099054,0.00012843238,0.00013471312,0.017509302,0.03776279,0.12503433],"study_design_scores_gemma":[0.035260182,0.085594006,0.6284837,0.009491987,0.00006353724,0.0005202734,0.2010135,0.0005275619,0.00072629115,0.0058237026,0.031633507,0.0008617554],"about_ca_topic_score_codex":0.0006213854,"about_ca_topic_score_gemma":0.0002730143,"teacher_disagreement_score":0.12417258,"about_ca_system_score_codex":0.00088136364,"about_ca_system_score_gemma":0.00046598524,"threshold_uncertainty_score":0.70089424},"labels":[],"label_agreement":null},{"id":"W2039503180","doi":"10.1177/002214650905000208","title":"Drawing the Line: The Cultural Cartography of Utilization Recommendations for Mental Health Problems","year":2009,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Disadvantaged; Mental health; Specialty; Context (archaeology); Psychology; Sociocultural evolution; Social psychology; Health care; Psychiatry; Sociology; Political science; Geography","score_opus":0.16508432998809036,"score_gpt":0.48541352536669263,"score_spread":0.32032919537860227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039503180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7980432,0.0066344314,0.00011073436,0.1922935,0.0010554508,0.0017075199,0.00007224268,0.000008455457,0.00007445852],"genre_scores_gemma":[0.9954371,0.0007380795,0.00018744436,0.0032540718,0.00022306961,0.000035268302,0.000053882715,0.000005954272,0.00006514397],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99862754,0.00023020894,0.0006840128,0.00007903673,0.00014319402,0.00023597547],"domain_scores_gemma":[0.9988842,0.00005650861,0.0008220106,0.00005798578,0.00009337245,0.000085920045],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00081888516,0.000084916814,0.00023839227,0.000055680808,0.0013186309,0.000025797402,0.000103907354,0.000043846754,0.000021588237],"category_scores_gemma":[0.0000053193075,0.00004594734,0.000117618925,0.00013128764,0.000059633738,0.00010386586,0.000006723229,0.00015755196,3.1483762e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018970831,0.0008009042,0.012300876,0.00010552689,0.000038865288,4.785177e-7,0.06695012,2.8110523e-7,0.000021172062,0.003663488,0.029104013,0.88682455],"study_design_scores_gemma":[0.015488156,0.025893431,0.5085743,0.0007678645,0.0004212933,0.0002052054,0.18131456,0.000032085507,0.00010933262,0.003525649,0.26307234,0.0005957487],"about_ca_topic_score_codex":0.00016009138,"about_ca_topic_score_gemma":0.000045169098,"teacher_disagreement_score":0.8862288,"about_ca_system_score_codex":0.00006364083,"about_ca_system_score_gemma":0.00010327435,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W2039580747","doi":"10.2975/29.2006.166.173","title":"Small business employers' views on hiring individuals with mental illness.","year":2006,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mental illness; Stigma (botany); Psychology; Social distance; Social stigma; Psychiatry; Mental health; Clinical psychology; Medicine; Family medicine; Coronavirus disease 2019 (COVID-19)","score_opus":0.02535202300382472,"score_gpt":0.32282564865821095,"score_spread":0.29747362565438623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039580747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97686666,0.00087342423,0.00046806328,0.0047591887,0.0030645698,0.00080614124,0.0000150865935,0.00006566504,0.0130812],"genre_scores_gemma":[0.9881277,0.000031811076,0.009085804,0.00038386957,0.0008906767,0.00013479502,0.000041851632,0.000049485458,0.0012539899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761134,0.00031689546,0.00075451785,0.00040561857,0.00044038097,0.0004712147],"domain_scores_gemma":[0.99863863,0.00028707003,0.00048513807,0.000284711,0.00014030805,0.00016415748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000685131,0.00028468083,0.00029925053,0.000498498,0.0007145316,0.00012985132,0.00023582406,0.000099952165,0.00089748215],"category_scores_gemma":[0.000022849987,0.00020807915,0.000118950615,0.0008253177,0.00007919475,0.00023999608,0.000016807826,0.0003244241,0.0002907635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007108324,0.002061351,0.86742246,0.00010259975,0.000105094456,0.000022602082,0.0037103796,0.00014084032,0.000012447552,0.0043545533,0.039604306,0.08175254],"study_design_scores_gemma":[0.0045596403,0.0014730628,0.9574457,0.00009917151,0.00006712845,0.00018740307,0.0019987859,0.000004120326,0.000008783977,0.0032712938,0.03053862,0.00034633445],"about_ca_topic_score_codex":0.00016144865,"about_ca_topic_score_gemma":0.000072531104,"teacher_disagreement_score":0.0900232,"about_ca_system_score_codex":0.00019292759,"about_ca_system_score_gemma":0.00005257619,"threshold_uncertainty_score":0.98268},"labels":[],"label_agreement":null},{"id":"W2039587072","doi":"10.3928/00485713-20080701-03","title":"Expression of Depressive Symptoms, Regional Variations: A Comparison of Three Cities in Pakistan","year":2008,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Depressive symptoms; Expression (computer science); Geography; Demography; Psychology; Psychiatry; Sociology; Computer science; Anxiety","score_opus":0.10221079506655383,"score_gpt":0.4313256109921028,"score_spread":0.329114815925549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039587072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804802,0.011703413,0.00068086985,0.000296816,0.00036430042,0.0004223413,0.000037980182,0.000019718202,0.0059943898],"genre_scores_gemma":[0.9987115,0.00023320987,0.00048296695,0.00010220915,0.000082240214,0.00008193223,0.00003030083,0.000012059736,0.00026357904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840456,0.00012121203,0.0007358519,0.00023834818,0.00026073624,0.00023929645],"domain_scores_gemma":[0.9988702,0.00018761857,0.0005263993,0.00027678223,0.00007766782,0.00006136547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014012148,0.00013752538,0.0003696878,0.00028746776,0.000108768945,0.0000032128582,0.00019369513,0.00011241841,0.0004963985],"category_scores_gemma":[0.0000059616755,0.00012016185,0.00008885518,0.00042381155,0.00009456386,0.00009044739,0.000021509546,0.00011681061,0.000016828442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036650596,0.0011920814,0.971352,0.00008064629,0.000041331,0.00000487941,0.0038880138,0.000014274774,0.00004747632,0.008422034,0.010572018,0.0040187556],"study_design_scores_gemma":[0.001954303,0.0003315248,0.9894228,0.00011801656,0.000025222094,0.000009116135,0.00064713537,0.000060689494,0.00055510754,0.006226366,0.000494612,0.00015509622],"about_ca_topic_score_codex":0.0005922603,"about_ca_topic_score_gemma":0.00007992187,"teacher_disagreement_score":0.01823133,"about_ca_system_score_codex":0.00001599656,"about_ca_system_score_gemma":0.000035263733,"threshold_uncertainty_score":0.5435215},"labels":[],"label_agreement":null},{"id":"W2039663840","doi":"10.1046/j.1532-5415.2002.50357.x","title":"Suboptimal Duration of Antidepressant Treatments in the Older Ambulatory Population of Quebec: Association with Selected Physician Characteristics","year":2002,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre des Aînés Côte-des-Neiges; Jewish General Hospital; Université de Montréal; McGill University","funders":"","keywords":"Medicine; Ambulatory; Cohort; Antidepressant; Psychological intervention; Population; Retrospective cohort study; Cohort study; Duration (music); Emergency medicine; Psychiatry; Internal medicine; Environmental health","score_opus":0.012552826232033468,"score_gpt":0.28518778797115735,"score_spread":0.2726349617391239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039663840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989259,0.00012384116,0.000034471563,0.00037510967,0.00017845246,0.0002615325,0.00001652758,0.0000035187884,0.00008061951],"genre_scores_gemma":[0.99917823,0.00012852128,0.0002566365,0.00017135307,0.00012697461,0.0000054189622,0.0000084607545,0.000011401866,0.000112989306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983969,0.0002928149,0.0006146084,0.00009667825,0.0004282211,0.0001708289],"domain_scores_gemma":[0.99605983,0.00014888287,0.003407697,0.00017428063,0.00018525467,0.000024050541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036975814,0.00011600821,0.0003517397,0.000052379437,0.000089565336,0.000015277898,0.00019363985,0.000050699316,0.000020604237],"category_scores_gemma":[0.000023005367,0.00006550836,0.00016840313,0.0008110369,0.000056715995,0.00014098646,0.000013194327,0.00018814435,9.862538e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012179297,0.0007465264,0.9871329,0.000022634662,0.00022530695,0.0000021993144,0.004686711,0.00002771556,0.00064245635,0.000018900571,0.0011835198,0.0051893317],"study_design_scores_gemma":[0.0009528854,0.00028679884,0.9972494,0.000028997893,0.00018082059,0.0000059567615,0.00082529144,0.00018399648,0.00020352335,0.000010324408,0.000012431168,0.000059560844],"about_ca_topic_score_codex":0.001693819,"about_ca_topic_score_gemma":0.00005055783,"teacher_disagreement_score":0.010116507,"about_ca_system_score_codex":0.0003077698,"about_ca_system_score_gemma":0.00002535076,"threshold_uncertainty_score":0.26713532},"labels":[],"label_agreement":null},{"id":"W2040352941","doi":"10.1017/s003329179900207x","title":"Perceived need for mental health care, findings from the Australian National Survey of Mental Health and Well-being","year":2000,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Population; Mental health service; Medicine; Health care; Psychology; Psychiatry; Family medicine; Environmental health","score_opus":0.09469431231821608,"score_gpt":0.45128531347471856,"score_spread":0.3565910011565025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040352941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9280447,0.0020648802,0.000005118211,0.062943704,0.0007160996,0.0014632088,0.00041890133,0.000032834294,0.0043105567],"genre_scores_gemma":[0.9813318,0.00046992404,0.00021546452,0.014380735,0.0002157169,0.000076465214,0.00197755,0.000016459511,0.0013158459],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9976145,0.0004038017,0.0006448888,0.0005081968,0.00035416702,0.00047445882],"domain_scores_gemma":[0.99875873,0.000509725,0.00017993238,0.00019887117,0.000048798298,0.00030395476],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008739143,0.0002261645,0.00048872654,0.000056922247,0.0005102491,0.000011009616,0.00024131074,0.00010882046,0.005696201],"category_scores_gemma":[0.000044459284,0.00013647994,0.000053824526,0.00019599608,0.00032325916,0.000049057166,0.000020751731,0.00020087344,0.000042156054],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047988584,0.0012228935,0.10703683,0.00011920736,0.00023145204,0.00000393923,0.068489105,3.5020932e-7,0.00011616792,0.001262509,0.5363282,0.2803905],"study_design_scores_gemma":[0.006011245,0.0027631423,0.9769176,0.0001562611,0.000008923633,0.000013339148,0.0045269607,0.0000060546154,0.000004123307,0.00040852567,0.009055583,0.0001282125],"about_ca_topic_score_codex":0.0065795225,"about_ca_topic_score_gemma":0.00033527505,"teacher_disagreement_score":0.8698808,"about_ca_system_score_codex":0.00014176441,"about_ca_system_score_gemma":0.000015589516,"threshold_uncertainty_score":0.99521273},"labels":[],"label_agreement":null},{"id":"W2040369506","doi":"10.1007/s00127-004-0872-z","title":"Epidemiological theory, decision theory and mental health services research","year":2004,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Epidemiology; Mental health; Demography; Population health; Medicine; Depression (economics); Population; Longitudinal study; Cohort; Cohort study; Incidence (geometry); Gerontology; Psychology; Psychiatry; Environmental health; Mathematics","score_opus":0.07709565168767275,"score_gpt":0.485521273044881,"score_spread":0.4084256213572083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040369506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84024626,0.09504199,0.0017513105,0.047449853,0.0062467735,0.0015587442,0.000099083474,0.0001763343,0.0074296314],"genre_scores_gemma":[0.9704717,0.0048912833,0.0061125606,0.015612517,0.0021483433,0.00016254844,0.00010618868,0.000053664487,0.0004412424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98645896,0.009037925,0.0013490282,0.0013202606,0.00024046228,0.001593352],"domain_scores_gemma":[0.99353516,0.004954017,0.0004981911,0.00041267122,0.000051990643,0.0005479801],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.020563059,0.00048178068,0.0011546008,0.00036691394,0.0030615602,0.000028294047,0.00041942147,0.00071627955,0.00049440545],"category_scores_gemma":[0.00016182818,0.0003701704,0.0002101956,0.0006206385,0.0009500425,0.00014987579,0.00021721683,0.0010579425,0.00018302258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018054589,0.0004725166,0.16577804,0.00014278952,0.00010443666,0.000002419872,0.0028730321,5.138727e-7,5.514731e-7,0.75918955,0.0052403016,0.06439038],"study_design_scores_gemma":[0.0023512235,0.0009778482,0.2934886,0.00006652152,0.00002237189,0.000066372246,0.0060707866,0.0000013978422,1.3914867e-7,0.6929462,0.0037709365,0.00023761464],"about_ca_topic_score_codex":0.00079832645,"about_ca_topic_score_gemma":0.00026534314,"teacher_disagreement_score":0.13022538,"about_ca_system_score_codex":0.00012605597,"about_ca_system_score_gemma":0.00011785759,"threshold_uncertainty_score":0.999875},"labels":[],"label_agreement":null},{"id":"W2040405813","doi":"10.1108/17465729200400027","title":"What do surveys of public attitudes to mental health problems really mean (and do we mean what we say)?","year":2004,"lang":"en","type":"article","venue":"Journal of Mental Health Promotion","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Community Based Research Centre","funders":"National Science Foundation","keywords":"Mental health; Prejudice (legal term); Public health; Psychology; Social psychology; Sociology; Political science; Psychiatry; Medicine; Nursing","score_opus":0.09174855049361927,"score_gpt":0.41526527484390136,"score_spread":0.3235167243502821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040405813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7909237,0.055829562,0.00019283015,0.14529017,0.0045200903,0.003069737,0.000057038236,0.000035905054,0.000080974445],"genre_scores_gemma":[0.906403,0.09094067,0.00096014794,0.00096753996,0.00027638482,0.000044926564,0.00007823916,0.000055329754,0.0002737484],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9937292,0.0017011112,0.0020676702,0.00052932254,0.0010148807,0.00095786556],"domain_scores_gemma":[0.99628943,0.000063757434,0.0019918887,0.00033870083,0.00018796229,0.0011282818],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0069179107,0.00040220437,0.00091417885,0.00057552115,0.00061761943,0.00032441196,0.00036321682,0.00016386496,0.00031481643],"category_scores_gemma":[0.0000102466365,0.00033641944,0.0001681718,0.0004740729,0.00011312367,0.0026277828,0.00012258417,0.00047013987,0.000046344605],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048898894,0.0060162907,0.008109628,0.0022214209,0.00025106064,0.000018850906,0.056978725,0.000011427335,0.00023194231,0.0012960763,0.0024551114,0.9219205],"study_design_scores_gemma":[0.081020124,0.16018221,0.36253223,0.13267358,0.00024296812,0.0057008932,0.19906211,0.0000354919,0.0030791922,0.01524298,0.03659356,0.0036346656],"about_ca_topic_score_codex":0.0006531055,"about_ca_topic_score_gemma":0.0022550456,"teacher_disagreement_score":0.9182858,"about_ca_system_score_codex":0.0018454955,"about_ca_system_score_gemma":0.00041097077,"threshold_uncertainty_score":0.9999088},"labels":[],"label_agreement":null},{"id":"W2040646414","doi":"10.1007/s00127-014-0902-4","title":"Comparing gendered and generic representations of mental illness in Canadian newspapers: an exploration of the chivalry hypothesis","year":2014,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Chivalry; Newspaper; Mental illness; Mental health; Psychology; Psychiatry; Poison control; Suicide prevention; Medicine; History; Medical emergency; Sociology; Media studies","score_opus":0.14489138278495398,"score_gpt":0.39543693105446615,"score_spread":0.25054554826951214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040646414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842679,0.0015341294,0.000057209156,0.0058583296,0.0018575388,0.00045291788,0.000026636959,0.000010648738,0.0059346724],"genre_scores_gemma":[0.9977988,0.00017789376,0.0008919952,0.0006717114,0.00032195664,0.000048051268,0.000025925196,0.000014584737,0.00004907515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712837,0.0013113595,0.00070809963,0.00038085633,0.00007305797,0.00039826464],"domain_scores_gemma":[0.99885386,0.00030192995,0.00041284645,0.00025310702,0.000018604462,0.00015966517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009439056,0.00016974832,0.00048821015,0.00020855876,0.00045841595,0.0000051320403,0.00018367125,0.00019250174,0.0000554711],"category_scores_gemma":[0.000060087586,0.0001389547,0.00008248531,0.00038725432,0.00024058709,0.00017846962,0.000031854303,0.00016984956,0.0000019153545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092061775,0.00015938723,0.92913574,0.00006291698,0.00004102954,1.0191064e-7,0.003830106,0.000010138967,0.000008813796,0.05489065,0.00048125663,0.011287788],"study_design_scores_gemma":[0.001109959,0.00013315855,0.9588152,0.000013573437,0.000047748996,0.0000045638308,0.004837556,0.00015658536,0.0000025459788,0.034515746,0.00022816914,0.00013518811],"about_ca_topic_score_codex":0.10221174,"about_ca_topic_score_gemma":0.16454569,"teacher_disagreement_score":0.062333938,"about_ca_system_score_codex":0.000034334076,"about_ca_system_score_gemma":0.00007056595,"threshold_uncertainty_score":0.9037667},"labels":[],"label_agreement":null},{"id":"W2040818652","doi":"10.1007/s00127-007-0195-y","title":"Assessment of physical etiologies for mood and anxiety disorders in structured diagnostic interviews","year":2007,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Etiology; Anxiety; Mood; Mood disorders; Psychiatry; Clinical psychology; Psychology; Epidemiology; Medicine","score_opus":0.04110349790262533,"score_gpt":0.442140647713935,"score_spread":0.40103714981130967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040818652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98053586,0.006131233,0.0019666187,0.0040042885,0.0025510644,0.0012146375,0.00006790732,0.000032960645,0.0034954287],"genre_scores_gemma":[0.9926562,0.0009442886,0.0048940727,0.00056780555,0.00068717304,0.00015651177,0.000046378416,0.000019531191,0.000028047505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735177,0.0005164779,0.0008768567,0.000575358,0.00006500598,0.0006145098],"domain_scores_gemma":[0.9962399,0.0030122409,0.00044439608,0.0001761052,0.000021356218,0.00010598502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018194391,0.00027898257,0.000812867,0.00019009475,0.00024294533,0.0000046271457,0.00015897395,0.00034413324,0.000036042493],"category_scores_gemma":[0.00016222015,0.00023389602,0.00018029664,0.00028003115,0.00029928816,0.000060772465,0.000052545147,0.0003224694,0.0000012074253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002046118,0.00041055112,0.8115449,0.0002246242,0.000063739026,1.5133126e-7,0.0008681283,0.0000013433894,0.0000035146904,0.12443244,0.0007840546,0.06146192],"study_design_scores_gemma":[0.0020879915,0.00073771767,0.85545176,0.000014877004,0.00006200573,0.0000034265624,0.0015084427,0.000028059061,5.2755183e-7,0.13898283,0.0009446935,0.00017763859],"about_ca_topic_score_codex":0.0003013821,"about_ca_topic_score_gemma":0.0020910262,"teacher_disagreement_score":0.06128428,"about_ca_system_score_codex":0.000030008974,"about_ca_system_score_gemma":0.000029603778,"threshold_uncertainty_score":0.95380026},"labels":[],"label_agreement":null},{"id":"W2040938744","doi":"10.1037/a0036449","title":"“Gatekeepers” perspective on treatment access for anxiety and depression: A survey of New Brunswick family physicians.","year":2014,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton; Dalhousie University; University of New Brunswick","funders":"","keywords":"Psychology; Perspective (graphical); Anxiety; Depression (economics); Clinical psychology; Psychiatry; Psychotherapist","score_opus":0.09729603089262064,"score_gpt":0.40712734310871546,"score_spread":0.30983131221609483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040938744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9482615,0.0015039011,0.00016422066,0.0038710397,0.0035001298,0.0019175566,0.0005639454,0.00007738206,0.04014034],"genre_scores_gemma":[0.9860133,0.00021462243,0.00022367711,0.010380061,0.0003582285,0.0002394338,0.00019494684,0.000086999455,0.002288751],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99563587,0.0003730084,0.00059293956,0.0016040883,0.00012588107,0.0016682297],"domain_scores_gemma":[0.9962252,0.00043343357,0.00033456896,0.0012496829,0.00025993102,0.0014971934],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00064123573,0.0006195017,0.0008585214,0.0005951254,0.00038125832,0.000053675456,0.0007948414,0.0005073105,0.00031629656],"category_scores_gemma":[0.00019359934,0.000554941,0.00017590872,0.00061947916,0.00033927834,0.00015429636,0.00003290279,0.000281533,0.00006403763],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019440624,0.0006472364,0.23459254,0.000035403522,0.0004969635,0.00005488021,0.0037810386,0.000006832127,0.00008380071,0.010836789,0.11797502,0.62954545],"study_design_scores_gemma":[0.005697958,0.0019718485,0.9558457,0.00006199285,0.00007928245,0.00003031828,0.0011067607,0.000015654285,0.000056206925,0.0018700232,0.032743596,0.00052062544],"about_ca_topic_score_codex":0.8431612,"about_ca_topic_score_gemma":0.9286618,"teacher_disagreement_score":0.7212532,"about_ca_system_score_codex":0.0011091357,"about_ca_system_score_gemma":0.0005123463,"threshold_uncertainty_score":0.99969023},"labels":[],"label_agreement":null},{"id":"W2041761637","doi":"10.1186/s12888-014-0379-4","title":"Sustained improvements in students’ mental health literacy with use of a mental health curriculum in Canadian schools","year":2014,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":239,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; Izaak Walton Killam Health Centre; Dalhousie University; University of Calgary","funders":"Health Canada; Health Research Board","keywords":"Mental health literacy; Mental health; Curriculum; Psychological intervention; Literacy; Psychology; Medical education; Population; Medicine; Health literacy; Pedagogy; Mental illness; Psychiatry; Health care; Environmental health","score_opus":0.015365941632372562,"score_gpt":0.3675382049834613,"score_spread":0.35217226335108875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041761637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98950267,0.0007698273,0.000019094718,0.004813136,0.0014890437,0.0028062747,0.00016004007,0.000027162132,0.00041274333],"genre_scores_gemma":[0.9921107,0.000040941577,0.0030176241,0.0037030212,0.00008918427,0.00017863138,0.00031631545,0.000043331343,0.0005002046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963579,0.00044881564,0.00094898994,0.0005974445,0.00039757745,0.0012492615],"domain_scores_gemma":[0.99836576,0.00001976768,0.00042816703,0.00047651984,0.000030574236,0.0006792395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007561994,0.00032498167,0.00054143026,0.0006335981,0.00021308538,0.00006859483,0.0003311454,0.0000953764,0.00018076238],"category_scores_gemma":[0.00000731229,0.00028617962,0.000065159664,0.0006210544,0.00003990988,0.0003601028,0.000080206904,0.00031703606,0.00003946164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034655925,0.0017848746,0.97987735,0.00024399607,0.00003150726,0.0000014371271,0.002102707,0.0000014749487,8.8391556e-7,0.0014292817,0.005624904,0.008555023],"study_design_scores_gemma":[0.010779575,0.0016729163,0.97957623,0.00069828745,0.0000048080287,0.000008727285,0.0040419996,0.00012530539,0.0000013968653,0.00013498876,0.0026692604,0.00028652608],"about_ca_topic_score_codex":0.67069304,"about_ca_topic_score_gemma":0.8076413,"teacher_disagreement_score":0.13694826,"about_ca_system_score_codex":0.001278734,"about_ca_system_score_gemma":0.0009250029,"threshold_uncertainty_score":0.99995905},"labels":[],"label_agreement":null},{"id":"W2042055746","doi":"10.1016/j.addbeh.2008.11.012","title":"Adolescent stigma towards drug addiction: Effects of age and drug use behaviour","year":2008,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":104,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Stigma (botany); Addiction; Drug; Psychiatry; Substance abuse; Medicine; Social stigma; Clinical psychology; Psychology; Family medicine","score_opus":0.028849162715442474,"score_gpt":0.32803964068947716,"score_spread":0.2991904779740347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042055746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956439,0.0012028336,0.00001927458,0.000060307884,0.0010522156,0.0010724142,0.00018274551,0.000106537154,0.00065974763],"genre_scores_gemma":[0.9945539,0.00018723709,0.00013461335,0.00012158562,0.00008949492,0.00027244256,0.00011211804,0.000043583703,0.00448502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807817,0.00023602613,0.0004114637,0.00051955227,0.00032579782,0.000428967],"domain_scores_gemma":[0.9989166,0.00013709466,0.0002104881,0.00038034597,0.000076932585,0.000278496],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011800933,0.00031356656,0.0004035253,0.00018338193,0.0003382781,0.000017618808,0.00016449207,0.0001305118,0.00052362005],"category_scores_gemma":[0.000014568907,0.00028962336,0.00012145057,0.00022745557,0.00040882136,0.00027494357,0.000092393006,0.0002983468,0.000058014277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030064335,0.0023322036,0.9321586,0.00006975143,0.00010755453,0.001717103,0.008331765,2.9338577e-7,0.00023911544,0.00023218738,0.0142148575,0.040295936],"study_design_scores_gemma":[0.00209715,0.00025544604,0.9924546,0.00016838749,0.00027880227,0.000058073627,0.00042389726,8.2758925e-7,0.0036227324,0.000010853002,0.00039464672,0.00023459046],"about_ca_topic_score_codex":0.004096277,"about_ca_topic_score_gemma":0.00010739764,"teacher_disagreement_score":0.060296003,"about_ca_system_score_codex":0.00012411496,"about_ca_system_score_gemma":0.000031184296,"threshold_uncertainty_score":0.9999556},"labels":[],"label_agreement":null},{"id":"W2042763077","doi":"10.1016/j.apnu.2013.02.005","title":"Depression in Non-Korean Women Residing in South Korea Following Marriage to Korean Men","year":2013,"lang":"en","type":"article","venue":"Archives of Psychiatric Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Daegu University; Daegu Haany University","keywords":"Acculturation; Depression (economics); Demography; Psychology; Multilevel model; Literacy; Life satisfaction; Regression analysis; Descriptive statistics; Population; Gerontology; Clinical psychology; Medicine; Ethnic group; Social psychology; Statistics","score_opus":0.012882112874068846,"score_gpt":0.32268171638116466,"score_spread":0.3097996035070958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042763077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88155186,0.00035850503,0.00018747816,0.00033314148,0.00070817873,0.0011127496,0.000005361693,0.000031174768,0.115711555],"genre_scores_gemma":[0.99300855,0.000009718563,0.006012889,0.00009380847,0.0001321897,0.00021870746,0.000015315749,0.000044753808,0.00046408732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974223,0.00021707102,0.0006858367,0.00058340386,0.00021771672,0.00087369216],"domain_scores_gemma":[0.9988765,0.00021841965,0.00019153388,0.0004467748,0.0000067023675,0.0002600622],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003091546,0.000265365,0.00043704826,0.0010972115,0.0001393382,0.000031618376,0.00037800922,0.00008853112,0.00017613782],"category_scores_gemma":[0.000017792026,0.0002476344,0.00010951208,0.00071902055,0.000048445716,0.0001991607,0.000067926354,0.0002464606,0.00006182657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051997893,0.0007245166,0.65753394,0.00008125423,0.000035161873,0.000028692064,0.08878091,0.000020599811,0.0011739772,0.00027764766,0.00061276887,0.25021058],"study_design_scores_gemma":[0.0035869002,0.0003059512,0.9691043,0.00089363335,0.00002116629,0.0000037242385,0.015063826,0.0002945835,0.00032820547,0.010048396,0.000018640065,0.0003306815],"about_ca_topic_score_codex":0.0015264936,"about_ca_topic_score_gemma":0.00006217846,"teacher_disagreement_score":0.31157038,"about_ca_system_score_codex":0.00014073517,"about_ca_system_score_gemma":0.000022602704,"threshold_uncertainty_score":0.9999976},"labels":[],"label_agreement":null},{"id":"W2042874316","doi":"10.1186/1471-2318-11-50","title":"Reducing depression in older home care clients: design of a prospective study of a nurse-led interprofessional mental health promotion intervention","year":2011,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Parkwood Institute; St. Joseph’s Healthcare Hamilton; Home and Community Care Support Services; University of Alberta; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Depression (economics); Mental health; Hospital Anxiety and Depression Scale; Intervention (counseling); Quality of life (healthcare); Anxiety; Promotion (chess); Collaborative Care; Nursing; Rehabilitation; Family medicine; Gerontology; Psychiatry; Physical therapy","score_opus":0.054489847249261036,"score_gpt":0.391663349931184,"score_spread":0.337173502681923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042874316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99301827,0.00055417366,0.00112493,0.000005575561,0.0011890231,0.0038780104,0.000020957446,0.00002253654,0.00018655031],"genre_scores_gemma":[0.99815226,0.0000068338527,0.0012857624,0.0000037301859,0.00003047655,0.0003524773,0.000052516643,0.000020295513,0.000095627365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976747,0.00064146245,0.00080164074,0.0003888042,0.00024065912,0.00025274494],"domain_scores_gemma":[0.9989109,0.000037489597,0.0006669858,0.00023905393,0.00008105855,0.00006448141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045637522,0.00016373758,0.00035091589,0.00033563125,0.000086473396,0.0000049768128,0.00016078445,0.0000937461,0.00029183237],"category_scores_gemma":[0.00001295412,0.00013991263,0.00007060639,0.00039616504,0.000025112135,0.00014770118,0.00006629184,0.00013797238,0.00000641366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024663305,0.012821944,0.8716931,0.00039452186,0.00003224496,0.000003037694,0.10366437,0.000004465993,0.000056755525,0.000037238402,0.00006866458,0.008757368],"study_design_scores_gemma":[0.007853657,0.0038071773,0.93613297,0.0006848519,0.000028018298,0.0000031852803,0.050747335,0.000060659717,0.0004772218,0.000085526866,3.197032e-7,0.000119055716],"about_ca_topic_score_codex":0.0013938602,"about_ca_topic_score_gemma":0.00020685304,"teacher_disagreement_score":0.06443993,"about_ca_system_score_codex":0.0002955044,"about_ca_system_score_gemma":0.00006196558,"threshold_uncertainty_score":0.57054716},"labels":[],"label_agreement":null},{"id":"W2042886318","doi":"10.1353/ces.2010.0042","title":"Ethnicity and Seeking Treatment for Depression: A Canadian National Study","year":2010,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Depression (economics); Demography; Psychiatry; Psychology; Sociology; Anthropology; Economics","score_opus":0.26199842867524265,"score_gpt":0.494809807197296,"score_spread":0.23281137852205336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042886318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96367896,0.01958269,0.0000013613842,0.0018532149,0.0020104272,0.0021013794,0.00030517115,0.000032820306,0.010434002],"genre_scores_gemma":[0.99469686,0.00015590394,0.000068204055,0.0008745417,0.00028727367,0.0010420644,0.000023173854,0.000019996693,0.002831984],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99867374,0.00005430754,0.00019801821,0.00039777966,0.00010984806,0.00056630454],"domain_scores_gemma":[0.99870694,0.00027011725,0.000051349405,0.00019103015,0.00012121603,0.00065936503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029639908,0.00019571735,0.00024896357,0.000249027,0.0006018633,0.000011301244,0.00010918367,0.00010952249,0.00028522252],"category_scores_gemma":[0.00008440454,0.00016231785,0.000042938264,0.00014099039,0.00009621818,0.00005594499,0.000017856546,0.00014653098,0.00003308444],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083694955,0.00031760195,0.1105027,0.000049769256,0.001164761,0.00017243963,0.038509205,9.0342974e-7,0.000042863714,0.0028547582,0.019962488,0.8263388],"study_design_scores_gemma":[0.002303665,0.00039423676,0.97323555,0.00001995373,0.000093807146,0.000020046733,0.011410672,0.000017122225,0.000016920076,0.0006609687,0.011571667,0.00025537497],"about_ca_topic_score_codex":0.84187454,"about_ca_topic_score_gemma":0.9985431,"teacher_disagreement_score":0.8627329,"about_ca_system_score_codex":0.000628455,"about_ca_system_score_gemma":0.00038508087,"threshold_uncertainty_score":0.66191304},"labels":[],"label_agreement":null},{"id":"W2043777452","doi":"10.1007/s10926-014-9504-y","title":"Employee Decision-Making About Disclosure of a Mental Disorder at Work","year":2014,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":120,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Fanshawe College","funders":"Canadian Institutes of Health Research","keywords":"Grounded theory; Psychology; Mental health; Context (archaeology); Stigma (botany); Health psychology; Qualitative research; Applied psychology; Social psychology; Medicine; Psychiatry; Nursing; Public health","score_opus":0.020548619867780726,"score_gpt":0.402396084023078,"score_spread":0.3818474641552973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043777452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954785,0.00038541848,0.001948967,0.00027197268,0.0008681064,0.00024058096,0.000016868187,0.0000060737593,0.0007835168],"genre_scores_gemma":[0.99105847,0.0000055307937,0.0085030785,0.00006835498,0.00015848274,0.000014766937,0.00001669493,0.000013399416,0.00016122265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812526,0.00019161678,0.00084191596,0.0001474211,0.0005431969,0.00015058911],"domain_scores_gemma":[0.9965374,0.0022568663,0.00072614645,0.00015325987,0.00025566496,0.000070692746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071464834,0.00011775922,0.00024805145,0.00020450802,0.000110826484,0.000012941328,0.00014224132,0.00007444788,0.0008731867],"category_scores_gemma":[0.0005119974,0.000091449954,0.00017410038,0.00023776526,0.00007484574,0.00023195201,0.000029801973,0.0001056594,0.000043317446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026049518,0.00029029063,0.90417194,0.000032000728,0.00004631252,0.0000010648,0.0019855006,0.000073190386,0.000026396385,0.0016880786,0.003095928,0.08598433],"study_design_scores_gemma":[0.0013117439,0.00082463096,0.9920242,0.0003272798,0.000027357317,0.000010611852,0.00031646024,0.000022243792,0.0000074254685,0.0039480114,0.0011022349,0.00007783443],"about_ca_topic_score_codex":0.00001044948,"about_ca_topic_score_gemma":0.000020215486,"teacher_disagreement_score":0.0878522,"about_ca_system_score_codex":0.00018121053,"about_ca_system_score_gemma":0.000026420224,"threshold_uncertainty_score":0.95607823},"labels":[],"label_agreement":null},{"id":"W2043877416","doi":"10.1177/1363461514539830","title":"Global mental health and its discontents: An inquiry into the making of<i>global</i>and<i>local</i>scale","year":2014,"lang":"en","type":"review","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Global mental health; Mental health; Global health; Sociology; Epistemology; Environmental ethics; Health care; Social science; Medicine; Political science; Law; Psychiatry","score_opus":0.10080365935401177,"score_gpt":0.4338858138350882,"score_spread":0.3330821544810764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043877416","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006218405,0.98411095,0.000041336534,0.002179739,0.0040817917,0.002133451,0.00030275705,0.000069173184,0.0008623705],"genre_scores_gemma":[0.028015967,0.9686483,0.00018924347,0.0018081695,0.0005530066,0.00017787423,0.00042596654,0.000046139183,0.00013533383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638677,0.00066874735,0.0011385627,0.0008629005,0.000307876,0.00063515187],"domain_scores_gemma":[0.9986098,0.000024305422,0.0005779786,0.0004774769,0.000025808211,0.00028462007],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033181606,0.00072710693,0.0017137225,0.000034239954,0.0005549745,0.000068676745,0.0005489193,0.00034999315,0.0000595264],"category_scores_gemma":[0.0000017416985,0.00040625653,0.00042477032,0.00035310115,0.00033503078,0.00022713108,0.00006994267,0.0003357044,0.000030870786],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012014162,0.0002945169,0.0015900219,0.012405977,0.00035188347,0.0000012208865,0.0075721317,5.7997692e-8,3.9974115e-8,0.005851166,0.0023487431,0.9694641],"study_design_scores_gemma":[0.004483587,0.0019950678,0.0048174798,0.02224333,0.0015878569,0.00067704014,0.018636016,0.000007868966,7.173389e-8,0.00094676146,0.9430311,0.0015738707],"about_ca_topic_score_codex":0.0006252046,"about_ca_topic_score_gemma":0.0029023155,"teacher_disagreement_score":0.9678902,"about_ca_system_score_codex":0.00020755704,"about_ca_system_score_gemma":0.00010402672,"threshold_uncertainty_score":0.99983895},"labels":[],"label_agreement":null},{"id":"W2043883897","doi":"10.1353/hpu.2014.0132","title":"The Development of the DSM-5 Cultural Formulation Interview-Fidelity Instrument (CFI-FI): A Pilot Study","year":2014,"lang":"en","type":"article","venue":"Journal of Health Care for the Poor and Underserved","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"National Institute of Mental Health; New York State Office of Mental Health","keywords":"Fidelity; Psychology; Cultural competence; Applied psychology; Competence (human resources); DSM-5; Clinical psychology; Medical education; Social psychology; Medicine; Computer science; Pedagogy","score_opus":0.14770456272484606,"score_gpt":0.40731798801753566,"score_spread":0.2596134252926896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043883897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98460746,0.0027228377,0.00076967344,0.008871845,0.0013040268,0.0015945254,0.0000063331186,0.0000049552327,0.00011831995],"genre_scores_gemma":[0.99890053,0.00004997007,0.00015483556,0.000662803,0.0000899758,0.000044436434,0.0000033167346,0.000009356777,0.000084799154],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978404,0.00050431606,0.0010184924,0.000113763155,0.00025929694,0.00026373463],"domain_scores_gemma":[0.99825495,0.00033892406,0.0009343917,0.0002100545,0.00018400089,0.000077686105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002521198,0.00013321755,0.0002847309,0.0000314604,0.0012918497,0.000038113994,0.00031455723,0.000026670177,0.000011499787],"category_scores_gemma":[0.000033234093,0.000053929587,0.00010584059,0.00008433582,0.00004651363,0.00008953565,0.000067812245,0.00018133665,9.277775e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002637781,0.0014405168,0.033544917,0.0007730211,0.00075064675,5.141445e-7,0.08654177,0.000016107771,0.000039609247,0.0036823384,0.0026542905,0.8679185],"study_design_scores_gemma":[0.008218196,0.008486359,0.79720783,0.00029898016,0.00018406256,0.000023204846,0.16241182,0.00014298205,0.00012997598,0.0014911995,0.02122592,0.00017943377],"about_ca_topic_score_codex":0.00035386893,"about_ca_topic_score_gemma":0.0039026784,"teacher_disagreement_score":0.867739,"about_ca_system_score_codex":0.00020864939,"about_ca_system_score_gemma":0.00011107184,"threshold_uncertainty_score":0.9935994},"labels":[],"label_agreement":null},{"id":"W2045323583","doi":"10.1136/bmjopen-2011-000641","title":"Qualitative cross-sectional study of the perceived causes of depression in South Asian origin women in Toronto: Table 1","year":2012,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; York University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Socioeconomic status; Cross-sectional study; Depression (economics); Qualitative research; Marital status; Biostatistics; Interpersonal communication; Psychiatry; Public health; Population; Psychology; Social psychology; Environmental health; Social science; Nursing","score_opus":0.20335363595620326,"score_gpt":0.5686927625516798,"score_spread":0.3653391265954765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045323583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97901165,0.000047073787,1.9431137e-7,0.000009383474,0.00031707805,0.004257159,0.000026670707,0.000002710223,0.016328098],"genre_scores_gemma":[0.9960462,3.9946676e-7,0.00001685323,0.00002035489,0.00003646891,0.0014640912,0.000004746907,0.0000078390185,0.0024030348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998354,0.00060782785,0.0004197317,0.00016245985,0.00017693063,0.0002790088],"domain_scores_gemma":[0.9993612,0.00009511764,0.00021144286,0.00025939543,0.00002325492,0.0000495479],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013879935,0.000084446634,0.00023196322,0.00003171771,0.00006091867,0.000015397412,0.0003156197,0.00005344285,0.0018218041],"category_scores_gemma":[0.000030667707,0.000056129516,0.000017448334,0.00013325615,0.00003551706,0.00031317282,0.00018017644,0.000072994226,0.000013991411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004966818,0.0011135989,0.7393553,0.000020028083,0.000017256512,7.6942075e-7,0.25874925,0.0000017245063,0.000028849701,0.00006659035,0.000024535555,0.00012537173],"study_design_scores_gemma":[0.0022607518,0.00013265309,0.80487925,0.000039671657,0.0000023396171,5.708742e-7,0.19254377,7.161677e-7,0.000039674465,0.000037123344,0.000014669125,0.000048783622],"about_ca_topic_score_codex":0.046224702,"about_ca_topic_score_gemma":0.015149852,"teacher_disagreement_score":0.066205464,"about_ca_system_score_codex":0.0003151142,"about_ca_system_score_gemma":0.000039998133,"threshold_uncertainty_score":0.9990907},"labels":[],"label_agreement":null},{"id":"W2045854880","doi":"10.1016/j.jad.2014.05.005","title":"Outcomes, feasibility and acceptability of a group support psychotherapeutic intervention for depressed HIV affected Ugandan adults: A pilot study","year":2014,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Intervention (counseling); Depression (economics); Clinical psychology; Social support; Psychology; Psychiatry; Medicine; Psychotherapist","score_opus":0.030375709720446037,"score_gpt":0.3858772693222687,"score_spread":0.3555015596018226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045854880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923784,0.00024863548,0.0038712155,0.000102222584,0.00043065866,0.0026905863,0.000027891765,0.000015426482,0.00023493388],"genre_scores_gemma":[0.9995714,0.000014793151,0.00014100273,0.00005276472,0.00003388872,0.00012794152,0.000009322984,0.000022810425,0.000026086675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978335,0.00071929226,0.00067069166,0.00032305147,0.00020717285,0.00024632548],"domain_scores_gemma":[0.9981885,0.00055883045,0.00072784885,0.0002636865,0.00015169606,0.000109458786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013403681,0.00021879954,0.00058161386,0.00016826173,0.000100159865,0.000019493034,0.00018309447,0.000056439858,0.00032549113],"category_scores_gemma":[0.0001419331,0.00016638065,0.00021397707,0.0001652102,0.000101093196,0.00020879446,0.000023226561,0.00017353527,0.000001708934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066516837,0.01188046,0.84043807,0.00023080064,0.0003880025,7.052607e-7,0.0018122782,5.368851e-7,0.000057380985,0.000045717923,0.000070650276,0.13842374],"study_design_scores_gemma":[0.023656175,0.02652428,0.9454052,0.000041806514,0.00018156959,0.0000042254937,0.0027216668,0.00002647379,0.000038564216,0.0012389537,0.000036662917,0.00012441199],"about_ca_topic_score_codex":0.00035156094,"about_ca_topic_score_gemma":0.0022202604,"teacher_disagreement_score":0.13829933,"about_ca_system_score_codex":0.00008976272,"about_ca_system_score_gemma":0.000011864811,"threshold_uncertainty_score":0.67848057},"labels":[],"label_agreement":null},{"id":"W2046421153","doi":"10.1007/s00127-009-0156-8","title":"Racism, mental illness and social support in the UK","year":2009,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental illness; Racism; Mental health; Social support; Epidemiology; Psychology; Psychiatry; Medicine; Social psychology; Sociology; Gender studies","score_opus":0.047522425944906146,"score_gpt":0.4079417978126838,"score_spread":0.36041937186777767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046421153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8876266,0.0052160365,0.00002456827,0.08311113,0.003973698,0.00080692855,0.000047190548,0.00005074494,0.019143105],"genre_scores_gemma":[0.9739771,0.00027765674,0.00025070112,0.023009455,0.0019439381,0.00007938876,0.000090672846,0.00001641553,0.00035466722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99618727,0.001320937,0.000837236,0.00066887186,0.00013799321,0.0008477176],"domain_scores_gemma":[0.99894804,0.00040256223,0.00032891802,0.00020061566,0.00001490511,0.00010495286],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020902122,0.0003532246,0.00066335883,0.0001825477,0.0014783035,0.000023644527,0.0003037238,0.00047648622,0.0005404585],"category_scores_gemma":[0.000018407478,0.00026538828,0.00015521678,0.00041078392,0.00028723193,0.000097375894,0.000035723562,0.0005806831,0.000050086324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005712438,0.0006548752,0.54701763,0.000053166095,0.00006019519,0.00000937207,0.01420183,6.188982e-8,0.0000010233128,0.2672529,0.09447271,0.07570498],"study_design_scores_gemma":[0.0025243985,0.0005741592,0.8942351,0.000005170597,0.00006606825,0.0000871451,0.0074792514,0.0000024494425,9.829306e-8,0.08459146,0.010112756,0.00032198476],"about_ca_topic_score_codex":0.00026030117,"about_ca_topic_score_gemma":0.0002660726,"teacher_disagreement_score":0.3472174,"about_ca_system_score_codex":0.000032317676,"about_ca_system_score_gemma":0.0000380954,"threshold_uncertainty_score":0.99997985},"labels":[],"label_agreement":null},{"id":"W2046484254","doi":"10.1055/s-0031-1277771","title":"Recorded versus live social contact interventions to reduce stigma: randomised controlled trial","year":2011,"lang":"en","type":"article","venue":"Psychiatrische Praxis","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Commission of Canada","funders":"","keywords":"Psychological intervention; Social contact; Mental health; Stigma (botany); Social stigma; Intervention (counseling); Psychology; Medicine; Social media; Psychiatry; Social psychology; Family medicine; Computer science; World Wide Web","score_opus":0.11107274505427694,"score_gpt":0.41665092366331397,"score_spread":0.305578178609037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046484254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8431703,0.0008241163,0.00029559416,0.0020192044,0.019540722,0.011385944,0.000063739244,0.00019869115,0.12250171],"genre_scores_gemma":[0.98518467,0.000023653463,0.0012531352,0.00034726423,0.0014806951,0.0042695957,0.00004689309,0.0000514756,0.0073426357],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9967948,0.0006867784,0.0010440237,0.0006213008,0.00024301116,0.0006100553],"domain_scores_gemma":[0.9982942,0.00040797968,0.00048134217,0.00042355555,0.00009584741,0.00029712732],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008462951,0.00034833906,0.0008159105,0.00023044691,0.00052186655,0.000045787576,0.00041374323,0.00023067252,0.013515249],"category_scores_gemma":[0.00017415476,0.00029863804,0.000812636,0.00030678007,0.000045912057,0.00014535795,0.00006633897,0.00032518516,0.0027094649],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9350652,0.0023180472,0.00022119147,0.000041577838,0.0006471366,0.000009613497,0.0045940666,2.3985274e-8,0.000015360441,0.0021045129,0.04234182,0.012641461],"study_design_scores_gemma":[0.9874259,0.0041608484,0.002957232,0.0000387604,0.000548628,0.000002229749,0.0016307253,0.0000020358746,0.000041462074,0.0003478194,0.0024962137,0.00034812363],"about_ca_topic_score_codex":0.0013576197,"about_ca_topic_score_gemma":0.0003522186,"teacher_disagreement_score":0.14201437,"about_ca_system_score_codex":0.000090864654,"about_ca_system_score_gemma":0.00006143214,"threshold_uncertainty_score":0.9999466},"labels":[],"label_agreement":null},{"id":"W2046813629","doi":"10.1007/s00127-011-0385-5","title":"Recall of recent and more remote depressive episodes in a prospective cohort study","year":2011,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Ontario Brain Institute; Hotchkiss Brain Institute; University of Saskatchewan; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"CIDI; Depression (economics); Epidemiology; Medicine; Psychiatry; Mental health; Major depressive episode; Population health; Population; Cohort study; Logistic regression; Cohort; Clinical psychology; Demography; National Comorbidity Survey; Mood; Environmental health","score_opus":0.0783771237452906,"score_gpt":0.41044473547864135,"score_spread":0.33206761173335075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046813629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96363646,0.005684444,0.000047846355,0.0018372037,0.0019485395,0.0021242993,0.000019990746,0.00003918193,0.024662016],"genre_scores_gemma":[0.99522007,0.0011515699,0.002312967,0.0006262621,0.000346748,0.00015698124,0.000011546805,0.00002810406,0.00014576847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960048,0.0013416742,0.0010881429,0.0008703536,0.00010608317,0.000588936],"domain_scores_gemma":[0.9984922,0.00038903818,0.0006083665,0.00029864488,0.000055272212,0.00015651334],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016429338,0.00032751632,0.0009925145,0.00025250763,0.0002988701,0.000003887277,0.00019269825,0.00038027568,0.0005066304],"category_scores_gemma":[0.00009842954,0.00028531512,0.00009242373,0.0004958821,0.00034651067,0.00008333571,0.000078704354,0.00044807684,0.000009559559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010291574,0.0013695547,0.95968926,0.00007425549,0.00021836911,0.000006810963,0.007695448,9.229014e-8,3.4411858e-7,0.012493891,0.00051237363,0.016910415],"study_design_scores_gemma":[0.0027733804,0.0009760769,0.93048966,0.000015675185,0.0001387288,0.000015888776,0.004294934,0.0000050829653,6.1003544e-7,0.061000176,0.00006584236,0.00022393317],"about_ca_topic_score_codex":0.0042566466,"about_ca_topic_score_gemma":0.0012730518,"teacher_disagreement_score":0.048506286,"about_ca_system_score_codex":0.000040237264,"about_ca_system_score_gemma":0.000042202802,"threshold_uncertainty_score":0.9999599},"labels":[],"label_agreement":null},{"id":"W2046834036","doi":"10.1111/j.1600-0447.2003.00286.x","title":"Anxiety and depression: a 40‐year perspective on relationships regarding prevalence, distribution, and comorbidity","year":2004,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute of Mental Health","keywords":"Anxiety; Depression (economics); Comorbidity; Psychiatry; National Comorbidity Survey; Logistic regression; Anxiety disorder; Clinical psychology; Psychology; Demography; Medicine; Internal medicine","score_opus":0.027315419645789183,"score_gpt":0.3367736291698164,"score_spread":0.3094582095240272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046834036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9614387,0.0021588951,0.00007855334,0.0037083798,0.0006435442,0.0007088511,0.00013273473,0.00010075532,0.031029599],"genre_scores_gemma":[0.9979162,0.0007777351,0.00029907067,0.0001194662,0.0002460657,0.00007997944,0.000046610894,0.000018974048,0.0004959015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839586,0.00015544987,0.0002540008,0.00063427817,0.00020652839,0.00035388907],"domain_scores_gemma":[0.9990482,0.0001370044,0.00015187722,0.00035873937,0.000060300325,0.00024392016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000249223,0.00022325292,0.00021784745,0.00009779491,0.0009145607,0.00006199426,0.00013435677,0.00016609867,0.00017197971],"category_scores_gemma":[0.000057493315,0.00018853127,0.000053608575,0.00036675416,0.000120467936,0.00018527698,0.00006235692,0.0003940697,0.000043637065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009379676,0.00062945054,0.923231,0.000087429566,0.000076123055,0.00001217495,0.0021136585,0.0000010948671,0.0000055483465,0.054074958,0.016541226,0.0022893804],"study_design_scores_gemma":[0.003399944,0.00028184033,0.981825,0.00012449872,0.00009192216,0.00007808348,0.0020235209,0.0000035691244,0.000013542481,0.0086475555,0.003255313,0.00025518832],"about_ca_topic_score_codex":0.00030540928,"about_ca_topic_score_gemma":0.000029819856,"teacher_disagreement_score":0.058594033,"about_ca_system_score_codex":0.00024851252,"about_ca_system_score_gemma":0.000025698077,"threshold_uncertainty_score":0.7688082},"labels":[],"label_agreement":null},{"id":"W2046884221","doi":"10.1007/s00127-008-0375-4","title":"The role of perceived norms in the stigmatization of mental illness","year":2008,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social distance; Psychology; Mental illness; Schizophrenia (object-oriented programming); Social perception; Perception; Social psychology; Clinical psychology; Social cognition; Preference; Psychiatry; Mental health; Cognition; Medicine; Disease","score_opus":0.034084680697537194,"score_gpt":0.3641576029593086,"score_spread":0.33007292226177143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046884221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96912533,0.013607043,0.000018383269,0.005712342,0.0019765892,0.00058932835,0.000027234484,0.000011658431,0.008932068],"genre_scores_gemma":[0.99701613,0.0017065383,0.0001850907,0.00052177487,0.0003741564,0.000059867452,0.000029130551,0.000011421793,0.00009587503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707204,0.0012401117,0.00090479327,0.000272275,0.00012812305,0.00038266415],"domain_scores_gemma":[0.9982028,0.00093282806,0.00055516325,0.00023439393,0.000030406612,0.000044427332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013878891,0.00017668805,0.00044762073,0.000098860095,0.00093044445,0.0000027999718,0.00033090022,0.00021507624,0.00008028238],"category_scores_gemma":[0.000050113533,0.000102777456,0.00013310355,0.00045196305,0.0005133262,0.00005675099,0.00002794572,0.0002518146,0.000008355773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029464148,0.00035017802,0.8649183,0.00004536577,0.000050287068,4.0699348e-7,0.0102967955,9.797459e-7,0.0000054814154,0.11100363,0.0024655028,0.010568426],"study_design_scores_gemma":[0.0010442283,0.0002064953,0.9391483,0.000011344997,0.000030477084,0.000022194874,0.012878204,0.000018804518,0.000001162241,0.045022387,0.0015069002,0.000109511995],"about_ca_topic_score_codex":0.000845839,"about_ca_topic_score_gemma":0.00038473916,"teacher_disagreement_score":0.074229985,"about_ca_system_score_codex":0.000016664892,"about_ca_system_score_gemma":0.00004342502,"threshold_uncertainty_score":0.7156321},"labels":[],"label_agreement":null},{"id":"W2047972211","doi":"10.1007/s11013-008-9121-3","title":"Personal Experience of Schizophrenia and the Role of Danwei: A Case Study in 1990s Beijing","year":2009,"lang":"en","type":"article","venue":"Culture Medicine and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Beijing; State (computer science); China; Mental health; Cornerstone; Political science; Sociology; Psychology; Economic growth; Psychiatry","score_opus":0.021097183647129297,"score_gpt":0.3678709685168047,"score_spread":0.34677378486967536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047972211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96710074,0.021611465,9.78258e-7,0.0007399898,0.0001768219,0.000396949,0.0000016001554,0.000005690882,0.009965783],"genre_scores_gemma":[0.9991699,0.00005937281,0.00007446953,0.0002433725,0.00013447978,0.000017703627,0.0000013443542,0.0000046701625,0.00029468676],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9993005,0.00007721436,0.00024352266,0.00017077678,0.0000959982,0.0001119956],"domain_scores_gemma":[0.9996868,0.000032591997,0.00010263384,0.00011577641,0.00001098787,0.000051224517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016619815,0.000102350765,0.0002471774,0.00005526025,0.00007291283,0.0000028453076,0.00005940059,0.000044318975,0.00012220925],"category_scores_gemma":[0.0000065192235,0.000053267366,0.00001782894,0.00014700842,0.0001900858,0.00003079574,0.000011446349,0.000109187684,5.927531e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010679972,0.0007349894,0.6115783,0.000055708697,0.000048942406,0.000105826155,0.33169356,3.1717974e-8,0.0000901222,0.00837842,0.0007239887,0.045522124],"study_design_scores_gemma":[0.018790344,0.0020747583,0.2082745,0.00033989185,0.00012251649,0.0008817454,0.7668203,0.000024168236,0.0000135455375,0.0019071397,0.00060365367,0.00014739508],"about_ca_topic_score_codex":0.0009916391,"about_ca_topic_score_gemma":0.00041143043,"teacher_disagreement_score":0.43512678,"about_ca_system_score_codex":0.0000030539238,"about_ca_system_score_gemma":0.000006347088,"threshold_uncertainty_score":0.21721801},"labels":[],"label_agreement":null},{"id":"W2048438391","doi":"10.1016/j.pec.2008.07.026","title":"How well do GPs fulfill their educator role in consultations for depression and anxiety?","year":2008,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"","keywords":"Anxiety; Depression (economics); Medicine; Global Positioning System; Psychiatry; Antidepressant; Clinical psychology; Psychology","score_opus":0.018001310492237275,"score_gpt":0.3123348644792038,"score_spread":0.2943335539869665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048438391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875168,0.009119024,0.00006679977,0.0004992413,0.00067707704,0.0006621059,0.000016873062,0.000016925746,0.0014251322],"genre_scores_gemma":[0.9967177,0.0011171993,0.00035229794,0.0004023133,0.00007870326,0.00051078125,0.00007460193,0.000011251763,0.0007351518],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929905,0.00004060406,0.00016933521,0.00025759306,0.00006341004,0.00017002798],"domain_scores_gemma":[0.9995254,0.00011828894,0.00008836575,0.00010483812,0.00007032965,0.0000927376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000073360374,0.00010696426,0.000106589294,0.00009358486,0.00029433178,0.00003902223,0.000037075635,0.000055071498,0.000057608304],"category_scores_gemma":[0.000014818421,0.00009160145,0.000017493374,0.00009689569,0.000035487436,0.00012271991,0.000007519817,0.000060011742,0.0000070496867],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014737154,0.0011953292,0.20745894,0.00007229869,0.000017546885,4.626451e-7,0.06637984,0.0000019635017,0.00018869214,0.0007603226,0.0034290522,0.7203482],"study_design_scores_gemma":[0.0063660336,0.0007459208,0.20734577,0.0005694893,0.00009426296,0.00020641627,0.38577786,0.0011923984,0.002880816,0.0059033083,0.38770676,0.0012109814],"about_ca_topic_score_codex":0.00011299539,"about_ca_topic_score_gemma":0.00003022348,"teacher_disagreement_score":0.7191372,"about_ca_system_score_codex":0.00002946906,"about_ca_system_score_gemma":0.00006745414,"threshold_uncertainty_score":0.37353987},"labels":[],"label_agreement":null},{"id":"W2048889445","doi":"10.1353/csd.2010.0014","title":"Transitions: A Mental Health Literacy Program for Postsecondary Students","year":2010,"lang":"en","type":"article","venue":"Journal of college student development","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental health literacy; Nova scotia; Promotion (chess); Psychology; Help-seeking; Literacy; Medical education; Health promotion; Postsecondary education; Mental illness; Higher education; Pedagogy; Medicine; Psychiatry; Public health; Nursing; Political science; Sociology","score_opus":0.018520934802771026,"score_gpt":0.4409450408980118,"score_spread":0.4224241060952408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048889445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863928,0.00074533187,0.00009394773,0.0036965648,0.0046839234,0.0033091605,0.000103363534,0.000033528893,0.00094139535],"genre_scores_gemma":[0.9693256,0.000043647604,0.025815984,0.0012802845,0.00034467535,0.0005558514,0.0000635652,0.00003544899,0.002534968],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971234,0.00008875579,0.0012920252,0.00024866432,0.00073983485,0.0005073205],"domain_scores_gemma":[0.99851716,0.000069035814,0.00064518955,0.0001722396,0.00024391401,0.00035247992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00106911,0.00024909404,0.00047580266,0.0002876031,0.00057756406,0.00010349885,0.0005262001,0.000084363826,0.0007466376],"category_scores_gemma":[0.0000059165523,0.00020381833,0.00018136557,0.00020143474,0.00004124489,0.00026244012,0.000057225025,0.0003559959,0.000034917946],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019211475,0.016565422,0.043854192,0.00024049178,0.0015420768,0.00018587061,0.054745138,2.860839e-7,0.00017272124,0.0018800528,0.04741249,0.8314801],"study_design_scores_gemma":[0.013370331,0.0033141796,0.53915447,0.00027303977,0.000055636967,0.0004411847,0.0047480687,0.0000021463288,0.00022671979,0.00014649029,0.43788466,0.0003830702],"about_ca_topic_score_codex":0.000006004092,"about_ca_topic_score_gemma":0.00006377673,"teacher_disagreement_score":0.83109707,"about_ca_system_score_codex":0.00028605317,"about_ca_system_score_gemma":0.00037288995,"threshold_uncertainty_score":0.8311471},"labels":[],"label_agreement":null},{"id":"W2049155995","doi":"10.1080/13607863.2013.814104","title":"Mental health help-seeking attitudes, utilization, and intentions among older Chinese immigrants in Canada","year":2013,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Mandarin Chinese; Immigration; Psychology; China; Social support; Chinese people; Help-seeking; Descriptive statistics; Gerontology; Chinese culture; Medicine; Social psychology; Psychiatry","score_opus":0.02601192955540827,"score_gpt":0.3643710731390518,"score_spread":0.33835914358364355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049155995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808962,0.00570175,0.000021135944,0.009459327,0.0012905739,0.002012297,0.000085860265,0.000056142064,0.00047675255],"genre_scores_gemma":[0.99248964,0.00070400664,0.000105243846,0.005357913,0.000060018643,0.00018125298,0.0004419373,0.000038494367,0.0006214866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715835,0.00024295895,0.0007531095,0.00055435876,0.00036623998,0.00092499226],"domain_scores_gemma":[0.9988974,0.000044705943,0.00028772952,0.00026210575,0.00002624037,0.0004818267],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003712878,0.00030046134,0.0004221081,0.0001902058,0.00077370374,0.00005759245,0.00017205389,0.00004764854,0.0007407921],"category_scores_gemma":[0.000004176681,0.00027609896,0.00003928548,0.0003778343,0.00006781926,0.0003495144,0.00009968857,0.00024661166,0.00003998989],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000119513825,0.00026530144,0.9293006,0.00018847932,0.00002633048,0.000005383226,0.005196012,4.2259506e-7,0.000005849242,0.00008872044,0.009584636,0.055326305],"study_design_scores_gemma":[0.0017264606,0.000100740166,0.9911702,0.0004715693,0.000002438618,0.000024926547,0.005482766,0.0002519757,0.000003735226,0.000037050802,0.00053289504,0.00019523539],"about_ca_topic_score_codex":0.98006004,"about_ca_topic_score_gemma":0.9744474,"teacher_disagreement_score":0.0618696,"about_ca_system_score_codex":0.0019527512,"about_ca_system_score_gemma":0.00045163016,"threshold_uncertainty_score":0.9999691},"labels":[],"label_agreement":null},{"id":"W2049200802","doi":"10.1176/appi.ap.31.4.309","title":"Psychiatry Residency Training Around the World","year":2007,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Residency training; Credentialing; Globe; Training (meteorology); Medical education; Graduate medical education; Psychology; Autonomy; Medicine; Family medicine; Psychiatry; Accreditation; Political science; Continuing education; Geography","score_opus":0.05916013208680915,"score_gpt":0.40820363330851855,"score_spread":0.3490435012217094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049200802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6682587,0.017278073,0.00016905306,0.043130416,0.024440976,0.0008301964,0.000011199119,0.00026960133,0.24561173],"genre_scores_gemma":[0.9540317,0.00009665376,0.002012363,0.014507409,0.00599715,0.00008900364,0.000018449095,0.000070525646,0.023176737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692726,0.00014168996,0.00085605704,0.0005966322,0.0003807055,0.0010976372],"domain_scores_gemma":[0.99836874,0.0003296248,0.00033442467,0.00068495615,0.000021214242,0.00026102498],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015791792,0.00033560587,0.00028385784,0.0002649066,0.000680277,0.000030489311,0.00085482,0.0003528472,0.001444878],"category_scores_gemma":[0.00001561046,0.00024253986,0.00016170731,0.00082746573,0.00016352328,0.00020785409,0.000068143774,0.0015514912,0.0011225506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026532586,0.00014925982,0.48076278,0.00003684776,0.000106431384,0.000008689707,0.0020979817,5.08579e-7,0.000011999389,0.32050055,0.16171762,0.034342002],"study_design_scores_gemma":[0.0024339748,0.00018250957,0.74081254,0.00029623555,0.00014083783,0.00015471647,0.015976127,0.0000054396523,0.000017551938,0.17038886,0.06896435,0.0006268467],"about_ca_topic_score_codex":0.0001531605,"about_ca_topic_score_gemma":0.0016940517,"teacher_disagreement_score":0.28577295,"about_ca_system_score_codex":0.00008388379,"about_ca_system_score_gemma":0.0002050754,"threshold_uncertainty_score":0.9996552},"labels":[],"label_agreement":null},{"id":"W2049233386","doi":"10.1007/s00127-003-0632-5","title":"Psychometric properties of an index of emotional distress in the U.S. National Comorbidity Survey","year":2003,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Neuroticism; Distress; Psychology; Clinical psychology; Anxiety; Construct validity; Openness to experience; Worry; Psychometrics; Population; Psychiatry; Personality; Medicine; Social psychology","score_opus":0.15242945628090887,"score_gpt":0.41731537599565083,"score_spread":0.26488591971474196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049233386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98489183,0.0049316483,0.000056860084,0.0014971885,0.0020792445,0.0004782104,0.00018540035,0.000011391825,0.005868228],"genre_scores_gemma":[0.9983071,0.00013448748,0.0002586981,0.0007764481,0.00031573692,0.000057659858,0.00008669248,0.000013323831,0.000049822876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99390596,0.0038860023,0.0010921787,0.00044137982,0.0002618072,0.000412656],"domain_scores_gemma":[0.9982245,0.00075572985,0.00062448933,0.00020662931,0.0001109492,0.000077688135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005127816,0.0002276345,0.00061569526,0.00037506028,0.00028269953,0.0000055530227,0.00033730976,0.00031173218,0.00020560059],"category_scores_gemma":[0.00035347487,0.00016186635,0.0001288296,0.0012947613,0.0003918686,0.00010354511,0.000017504659,0.00035995484,0.0000057671677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031077446,0.0015634772,0.9201901,0.00012227603,0.000054474727,1.7194112e-7,0.0005050875,0.0000036419551,0.0000016177788,0.07345072,0.002117033,0.0016806194],"study_design_scores_gemma":[0.0014856729,0.00029959483,0.96445435,0.000015377107,0.000019979572,0.0000136492245,0.00069772574,0.000009772931,0.0000012107549,0.032658137,0.00020279265,0.00014174836],"about_ca_topic_score_codex":0.0016321136,"about_ca_topic_score_gemma":0.0009914852,"teacher_disagreement_score":0.044264235,"about_ca_system_score_codex":0.000026045278,"about_ca_system_score_gemma":0.00008927457,"threshold_uncertainty_score":0.6600718},"labels":[],"label_agreement":null},{"id":"W2049929242","doi":"10.1016/s0924-9338(09)70581-4","title":"Do we Need to Review Outcome Measures in Schizophrenia to Capture ‘Real-life’ Situation? [PW02-05]","year":2009,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Outcome (game theory); Scrutiny; Stigma (botany); Psychology; Perspective (graphical); Schizophrenia (object-oriented programming); Psychiatry; Medicine; Political science; Economics","score_opus":0.050050116014162635,"score_gpt":0.3784934660864997,"score_spread":0.32844335007233705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049929242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56919813,0.07523882,0.00014886676,0.16726474,0.006711484,0.0036869287,0.000054795262,0.0003952795,0.17730094],"genre_scores_gemma":[0.9448056,0.0007888514,0.0015053537,0.04877889,0.0007470006,0.000047540325,0.000030935877,0.000067572204,0.0032282432],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9970069,0.00055212557,0.00086119,0.000675133,0.00034225546,0.00056241476],"domain_scores_gemma":[0.99844307,0.000029233002,0.0001646609,0.00079307886,0.00004639185,0.0005235607],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000757307,0.00036469722,0.00046687384,0.0002999199,0.00015387734,0.000058236346,0.00054008514,0.000071266535,0.00087291835],"category_scores_gemma":[0.000047089834,0.00031672668,0.0001279793,0.0008071583,0.000013578999,0.000106719,0.000059163707,0.00032237274,0.006850415],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012091594,0.0016165981,0.09238275,0.0007020236,0.00007973861,0.00019197298,0.0070143724,0.00002301708,0.0000659669,0.018172814,0.66421556,0.21432604],"study_design_scores_gemma":[0.0036972167,0.00067578664,0.9321867,0.0036213563,0.0000960859,0.000026016744,0.001069826,9.426666e-7,0.0000027628305,0.0006951019,0.05713445,0.0007937347],"about_ca_topic_score_codex":0.00013617985,"about_ca_topic_score_gemma":0.00023583397,"teacher_disagreement_score":0.839804,"about_ca_system_score_codex":0.00007912789,"about_ca_system_score_gemma":0.000040607036,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W2050031273","doi":"10.1007/s00127-011-0398-0","title":"Depressive symptoms in the Belgian population: disentangling age and cohort effects","year":2011,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Cohort; Depression (economics); Demography; Cohort effect; Confounding; Cohort study; Medicine; Epidemiology; Population; Prospective cohort study; Gerontology; Psychology; Internal medicine","score_opus":0.043190093379958175,"score_gpt":0.37141587957845634,"score_spread":0.3282257861984982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050031273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667611,0.012861758,0.00004091096,0.0025806609,0.0035312974,0.0010188413,0.000010927245,0.000047108482,0.013147369],"genre_scores_gemma":[0.99457234,0.00023282289,0.0004821541,0.0033042307,0.0010154946,0.00022378046,0.0000480053,0.00002214383,0.000099021774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965381,0.0014999027,0.00065070565,0.0006122525,0.000094556315,0.0006045021],"domain_scores_gemma":[0.99853027,0.0007622634,0.00031388173,0.000255622,0.000010693641,0.00012726671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010895757,0.00028961693,0.0005600011,0.0001576423,0.0007130559,0.000012994802,0.00022929335,0.0003547287,0.00010960957],"category_scores_gemma":[0.00004426929,0.00021174819,0.00010780344,0.00036814273,0.0002105953,0.000096549345,0.000046107158,0.0004276102,0.000017684975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001462566,0.00023658278,0.89534533,0.00008325151,0.00008819191,0.000023832597,0.0027533108,7.169271e-8,8.540643e-8,0.09136732,0.0010862028,0.008869584],"study_design_scores_gemma":[0.0013420437,0.0002343731,0.9243727,0.000020338262,0.00013614823,0.00003523544,0.0007340018,0.0000043359487,6.7064605e-8,0.07280532,0.0001184035,0.00019708392],"about_ca_topic_score_codex":0.0018359954,"about_ca_topic_score_gemma":0.0006412103,"teacher_disagreement_score":0.02902734,"about_ca_system_score_codex":0.000023493312,"about_ca_system_score_gemma":0.000012378622,"threshold_uncertainty_score":0.8634841},"labels":[],"label_agreement":null},{"id":"W2050036930","doi":"10.1126/scitranslmed.3010312","title":"The Unconscionable Gap Between What We Know and What We Do","year":2014,"lang":"en","type":"article","venue":"Science Translational Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unconscionability; Burden of disease; Medicine; Disease; Disease burden; Quarter (Canadian coin); Economic cost; Psychiatry; Public economics; Gerontology; Economics; Geography","score_opus":0.05916249385728973,"score_gpt":0.39548214795560827,"score_spread":0.33631965409831854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050036930","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24022208,0.1712053,0.000724735,0.56367826,0.0060143434,0.0011474679,0.000009062507,0.000081843384,0.016916914],"genre_scores_gemma":[0.988381,0.008750179,0.00012247643,0.0005913547,0.00051035016,0.000032488042,0.000011772328,0.00000705021,0.0015932966],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998376,0.0000822219,0.00025449917,0.00034841802,0.00057735346,0.00036146597],"domain_scores_gemma":[0.9985797,0.00087904994,0.00006940132,0.00021235252,0.00006348046,0.0001960268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015310451,0.000121438825,0.00015557265,0.00011268193,0.0010092434,0.0002149001,0.00029027992,0.000037475966,0.0006137771],"category_scores_gemma":[0.00002642004,0.000069129164,0.000019202835,0.000439921,0.0014283699,0.001432291,0.000016599563,0.00011579499,0.00009094685],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025636855,0.000019946008,0.004475126,0.000016092752,0.000008778531,9.5348435e-7,0.0024079105,0.0000012946732,0.00007646544,0.046337146,0.00043427877,0.9461964],"study_design_scores_gemma":[0.006918783,0.0010431597,0.21672842,0.002588338,0.00013499455,0.000045786797,0.024355842,0.00059349247,0.0003357275,0.212091,0.5346053,0.0005591415],"about_ca_topic_score_codex":0.000049088947,"about_ca_topic_score_gemma":0.000044933262,"teacher_disagreement_score":0.9456372,"about_ca_system_score_codex":0.00002299159,"about_ca_system_score_gemma":0.000042461612,"threshold_uncertainty_score":0.7762386},"labels":[],"label_agreement":null},{"id":"W2050378943","doi":"10.1007/s00127-010-0186-2","title":"Mental health service use and treatment adequacy for anxiety disorders in Canada","year":2010,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université de Montréal","funders":"","keywords":"Mental health; Anxiety; Agoraphobia; Respondent; Psychiatry; Marital status; Medicine; Health care; National Comorbidity Survey; Anxiety disorder; Family medicine; Environmental health; Population","score_opus":0.04684360459051435,"score_gpt":0.3802188266854823,"score_spread":0.33337522209496795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050378943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89869034,0.0035824873,0.00002142141,0.08851207,0.006747861,0.0015833576,0.00032743148,0.000030941323,0.0005041012],"genre_scores_gemma":[0.98329645,0.0019432241,0.002567619,0.0105015775,0.0008930847,0.0003597128,0.00022572879,0.00003874657,0.00017383101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969475,0.0004911502,0.0008090815,0.0007541499,0.000074877025,0.0009232132],"domain_scores_gemma":[0.99843645,0.0006282071,0.00036617197,0.00023289041,0.000019712312,0.00031657674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00069494697,0.0003696123,0.0007277571,0.00012484964,0.00081646594,0.000014634416,0.00014295928,0.0002757431,0.00011983634],"category_scores_gemma":[0.000028529355,0.00032824572,0.00009878068,0.00030710004,0.000097231336,0.00012860117,0.00003226572,0.00036540578,0.000004586839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039999746,0.00031991713,0.9064941,0.000090231966,0.0000691572,2.235968e-7,0.0010224002,3.7562822e-7,7.677877e-7,0.020673908,0.011020163,0.059908766],"study_design_scores_gemma":[0.0045182295,0.00049719826,0.9395529,0.0000096887425,0.00003405195,0.000015954978,0.0018811234,0.000055570432,1.0909694e-7,0.009129562,0.043987922,0.00031767556],"about_ca_topic_score_codex":0.84882826,"about_ca_topic_score_gemma":0.9892424,"teacher_disagreement_score":0.14041412,"about_ca_system_score_codex":0.00020988603,"about_ca_system_score_gemma":0.0005649248,"threshold_uncertainty_score":0.999917},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2050404427","doi":"10.4103/0019-5545.37315","title":"Undergraduate medical education of Psychiatry in the West","year":2007,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary care; Psychiatry; Mental illness; Medicine; Population; Family medicine; Psychology; Mental health","score_opus":0.01542144873892455,"score_gpt":0.37578691677484544,"score_spread":0.3603654680359209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050404427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9287367,0.0041904477,0.00007777737,0.038939312,0.012234884,0.00020727981,0.0000028686134,0.0000046699133,0.015606062],"genre_scores_gemma":[0.99392056,0.00005985407,0.0015602304,0.002965232,0.0013347338,0.000004079151,0.000004152985,0.000014455882,0.00013667824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978421,0.00019563135,0.0010022826,0.00013034312,0.0005196343,0.0003100172],"domain_scores_gemma":[0.99868226,0.00010936829,0.00070241035,0.00024461627,0.000057214387,0.00020414958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018713144,0.00013453097,0.00023324408,0.0003893988,0.00008135909,0.000014327264,0.00054885494,0.00016480853,0.0008406605],"category_scores_gemma":[0.00002790759,0.00009083718,0.00013424196,0.00044387943,0.00008601624,0.00011683721,0.00001177326,0.00054117735,0.00005745698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029393975,0.0026148825,0.8571488,0.00008798629,0.000070736685,0.000078710014,0.0026716955,3.7698183e-7,0.0000013717693,0.06396574,0.02153754,0.051528208],"study_design_scores_gemma":[0.0025389974,0.0006817113,0.93701386,0.0006191017,0.0000507162,0.0014471743,0.012925101,4.03643e-7,0.000008077815,0.042509712,0.00205852,0.00014659803],"about_ca_topic_score_codex":0.00015906448,"about_ca_topic_score_gemma":0.0022734413,"teacher_disagreement_score":0.079865076,"about_ca_system_score_codex":0.000046934547,"about_ca_system_score_gemma":0.0008707678,"threshold_uncertainty_score":0.9204643},"labels":[],"label_agreement":null},{"id":"W2050526193","doi":"10.4088/pcc.v04n0603","title":"Evaluating the Impact of an Educational Program on Practice Patterns of Canadian Family Physicians Interested in Depression Treatment","year":2002,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Lundbeck Canada; H. Lundbeck A/S","keywords":"Checklist; Depression (economics); Medicine; Dosing; Psychiatry; Intervention (counseling); Citalopram; Adverse effect; Family medicine; Anxiety; Psychology; Antidepressant; Internal medicine","score_opus":0.10803631422253812,"score_gpt":0.45633210077257247,"score_spread":0.34829578655003435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050526193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885551,0.0006700219,0.0000030713613,0.0007097746,0.00018573049,0.0022345837,0.00016483,0.000012191611,0.0074646953],"genre_scores_gemma":[0.9986117,0.000051600247,0.00009075459,0.00022890669,0.000034621098,0.0005214115,0.00037904945,0.000018582481,0.00006336732],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988224,0.00030358578,0.0002707088,0.00020367508,0.00014590927,0.00025371608],"domain_scores_gemma":[0.9989004,0.00038177817,0.00023007211,0.000362793,0.00007041925,0.0000545252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000145031,0.00015238224,0.00018695135,0.00016964786,0.0001734828,0.000014100098,0.000248877,0.00004210992,0.000094104515],"category_scores_gemma":[0.0000138989935,0.00008770946,0.000121106335,0.00023338303,0.000047269692,0.00009971663,0.00001644558,0.000089927955,0.000005344608],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005311207,0.003970313,0.038870074,0.0000641116,0.0001413111,4.6524914e-7,0.018719941,0.0007098279,0.00007993524,0.00022577628,0.0003637417,0.9363234],"study_design_scores_gemma":[0.002261466,0.0046098684,0.97702885,0.00014023637,0.00007811103,0.0000017900368,0.013678549,0.0015409471,0.00004371572,0.00011585239,0.00037374612,0.00012687729],"about_ca_topic_score_codex":0.1557573,"about_ca_topic_score_gemma":0.042295616,"teacher_disagreement_score":0.93815875,"about_ca_system_score_codex":0.00047415774,"about_ca_system_score_gemma":0.00008130937,"threshold_uncertainty_score":0.97518},"labels":[],"label_agreement":null},{"id":"W2051376413","doi":"10.1192/pb.bp.108.023788","title":"The Newcastle approach. Invited commentary on … Are specialised affective disorder services useful?","year":2009,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Content (measure theory); Action (physics); Computer science; Psychology; Mathematics; Physics","score_opus":0.015905438549908057,"score_gpt":0.3012324868754033,"score_spread":0.28532704832549527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051376413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6319638,0.0040990952,0.000047791385,0.30613515,0.003000775,0.002239505,0.00006268032,0.0002231359,0.052228104],"genre_scores_gemma":[0.9097669,0.00015749253,0.00023740338,0.08649703,0.0016786354,0.00020352348,0.00012876892,0.00004464345,0.0012855917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800676,0.00032232483,0.00033840648,0.00051145285,0.00027201817,0.00054906256],"domain_scores_gemma":[0.9987884,0.00023135994,0.00026177077,0.0005498438,0.000025907255,0.00014267882],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024713782,0.0003097541,0.00026070312,0.000119718505,0.0008170348,0.000087276465,0.00044046933,0.00012731025,0.0007268769],"category_scores_gemma":[0.0000043334658,0.00020971241,0.00012667626,0.00041973242,0.00005287388,0.000036063906,0.000037505462,0.00031544972,0.0008067012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011639778,0.002641384,0.040077873,0.000041035244,0.00010192175,0.000012553048,0.0010213262,0.000008062212,8.6449813e-7,0.0011046135,0.90863013,0.045196246],"study_design_scores_gemma":[0.0042859428,0.0008495242,0.33362073,0.000032853666,0.00007624622,0.000008282058,0.003275866,0.000030248422,0.000006062162,0.0012008257,0.6562363,0.00037715147],"about_ca_topic_score_codex":0.00067362114,"about_ca_topic_score_gemma":0.00013038289,"teacher_disagreement_score":0.29354283,"about_ca_system_score_codex":0.0000786735,"about_ca_system_score_gemma":0.000003282995,"threshold_uncertainty_score":0.9999713},"labels":[],"label_agreement":null},{"id":"W2051811140","doi":"10.3109/09638237.2012.745188","title":"Analyzing media representations of mental illness: Lessons learnt from a national project","year":2013,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Mental illness; Psychology; Mental health; Psychiatry","score_opus":0.08411514782085946,"score_gpt":0.46151767876139427,"score_spread":0.3774025309405348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051811140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98119265,0.002357446,0.000052762414,0.009646007,0.0017953335,0.0008558189,0.00031421692,0.000014830692,0.0037709577],"genre_scores_gemma":[0.9967608,0.0004379195,0.001422282,0.00044305506,0.00034231236,0.0000386652,0.00017555464,0.000020918,0.0003584997],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9972563,0.00032524377,0.0011491533,0.00022591662,0.0006873771,0.00035603842],"domain_scores_gemma":[0.9979584,0.00023232138,0.0012303118,0.00015898736,0.0001771901,0.00024278727],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063378946,0.00016878337,0.00044975994,0.00034744307,0.00030992937,0.000031874886,0.0002551515,0.00007265745,0.0022925276],"category_scores_gemma":[0.000031003183,0.00014018817,0.00016913246,0.0003032961,0.00008545375,0.00041689855,0.00005432337,0.00028497545,0.00009173266],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016851139,0.0077214544,0.1538359,0.0003315248,0.0016797512,0.00006351684,0.0966066,0.000019099489,0.0032648696,0.009143438,0.37419373,0.351455],"study_design_scores_gemma":[0.021684404,0.0036701069,0.8219364,0.0018165825,0.00019117967,0.0005813411,0.12159127,0.0003748611,0.0035849896,0.011516082,0.012056865,0.0009958677],"about_ca_topic_score_codex":0.0063521415,"about_ca_topic_score_gemma":0.00025684497,"teacher_disagreement_score":0.66810054,"about_ca_system_score_codex":0.0005032535,"about_ca_system_score_gemma":0.00029690133,"threshold_uncertainty_score":0.9986195},"labels":[],"label_agreement":null},{"id":"W2052912498","doi":"10.4102/hsag.v19i1.799","title":"Interventions to promote psychiatric patients’ compliance to mental health treatment: A systematic review","year":2014,"lang":"en","type":"review","venue":"Health SA Gesondheid","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"North-West University","keywords":"Psychological intervention; Mental health; Systematic review; Compliance (psychology); Motivational interviewing; Medicine; Grading (engineering); Psychology; Psychiatry; Nursing; MEDLINE","score_opus":0.16432768674887085,"score_gpt":0.5079420005901122,"score_spread":0.3436143138412413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052912498","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000056320655,0.9379645,0.00005880994,0.0061586415,0.0030236149,0.050628617,0.0014123584,0.00021769817,0.0005301349],"genre_scores_gemma":[0.0000065084587,0.9620951,0.00076916075,0.015793256,0.00029166858,0.013642948,0.0022961572,0.00021228316,0.0048929066],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98839223,0.002344338,0.0049416516,0.0017552507,0.00062536506,0.0019411659],"domain_scores_gemma":[0.9926175,0.00015909562,0.003075732,0.0020026688,0.00010897371,0.0020360507],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001605078,0.0013891035,0.00807635,0.0007469965,0.0009758541,0.00008303688,0.0009772503,0.00026746662,0.0007524255],"category_scores_gemma":[0.000053149746,0.0010522491,0.0015543869,0.0017095951,0.00003132154,0.00008803653,0.0001511636,0.00046846425,0.012850962],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011909414,0.0009609452,0.0000065607583,0.5977726,0.00011405446,0.0000019108209,0.00038108404,1.0075702e-8,2.3348015e-10,0.00011205814,0.04086361,0.35977527],"study_design_scores_gemma":[0.00069216784,0.0029244223,0.000025449855,0.5037874,0.000481477,0.000029428862,0.000018256442,1.5185196e-7,4.1544608e-9,0.0000037364148,0.49164084,0.00039668055],"about_ca_topic_score_codex":0.00074898655,"about_ca_topic_score_gemma":0.0003512094,"teacher_disagreement_score":0.4507772,"about_ca_system_score_codex":0.0035353021,"about_ca_system_score_gemma":0.00048860954,"threshold_uncertainty_score":0.9998859},"labels":[],"label_agreement":null},{"id":"W2053372924","doi":"10.1016/j.schres.2010.02.424","title":"SOCIO‐DEMOGRAPHIC CHARACTERISTICS AND INITIAL TREATMENT DECISIONS FOR PATIENTS WITH SCHIZOPHRENIA AT RISK OF TREATMENT NON-ADHERENCE","year":2010,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Eli Lilly (Canada); Memorial University of Newfoundland","funders":"","keywords":"Schizophrenia (object-oriented programming); Medicine; Psychiatry; Psychology","score_opus":0.06407031480711478,"score_gpt":0.40992808614313525,"score_spread":0.34585777133602047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053372924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940794,0.00013491325,0.00001587696,0.00009223024,0.00053456053,0.0031388565,0.0014543089,0.000037332695,0.00051250326],"genre_scores_gemma":[0.99393195,0.00033150823,0.0026248184,0.000008901354,0.00026812227,0.0014662564,0.00037858193,0.00006396171,0.00092590804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968932,0.00028042693,0.00056222896,0.0008158271,0.0005355472,0.0009127393],"domain_scores_gemma":[0.9964916,0.0015751194,0.0002867566,0.0007938634,0.00039737206,0.0004552736],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005292982,0.00041722273,0.0005949133,0.00048082133,0.0011568504,0.000071703886,0.0003191256,0.00027829577,0.0005503097],"category_scores_gemma":[0.00011479227,0.00028185523,0.00015771636,0.00046268842,0.0006620142,0.00013118974,0.00013596832,0.00042346498,0.000120258606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026033,0.00256982,0.58794403,0.000042815358,0.00043784754,0.000016389207,0.0009776809,1.3608971e-7,0.00028452728,0.0010462952,0.00024054335,0.38040695],"study_design_scores_gemma":[0.029320931,0.016748536,0.94964683,0.00009352143,0.00020930979,0.000008342918,0.00017750173,0.000049446597,0.00079012074,0.0013309061,0.0012408652,0.00038371378],"about_ca_topic_score_codex":0.0010819733,"about_ca_topic_score_gemma":0.0019500615,"teacher_disagreement_score":0.3800232,"about_ca_system_score_codex":0.00026269304,"about_ca_system_score_gemma":0.00021794654,"threshold_uncertainty_score":0.99996334},"labels":[],"label_agreement":null},{"id":"W2053932671","doi":"10.1001/jama.2010.616","title":"Global Mental Health","year":2010,"lang":"id","type":"article","venue":"JAMA","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":432,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Cape Town; National Institute of Mental Health; University of Toronto; Wellcome Trust","keywords":"Medicine; Mental health; Global health; Field (mathematics); Global mental health; Psychiatry; Public health; Nursing","score_opus":0.02516755303228968,"score_gpt":0.3959697994113083,"score_spread":0.3708022463790186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053932671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7567739,0.0019444338,0.000004393567,0.04679651,0.014282296,0.00093266007,0.00048108734,0.00008662826,0.17869811],"genre_scores_gemma":[0.9651939,0.0001596275,0.00021852499,0.0086127445,0.0013980538,0.000036337224,0.00022180684,0.000025596932,0.024133405],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978353,0.00016297308,0.0004463952,0.0004906119,0.00025760932,0.000807119],"domain_scores_gemma":[0.9987418,0.000034595003,0.00023181402,0.00048635007,0.000027787197,0.00047765934],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033863453,0.000270067,0.00032821053,0.000044907258,0.00049646746,0.000115643306,0.00032649274,0.00030140235,0.01080827],"category_scores_gemma":[0.000011474728,0.00025229194,0.00011535257,0.00023441727,0.000110866975,0.00015852587,0.00009856361,0.00043537377,0.0072609554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000313465,0.0012027201,0.059070855,0.00012399274,0.00008534128,0.00003935067,0.001311557,1.4574104e-8,0.00004265452,0.010939019,0.42068782,0.5061832],"study_design_scores_gemma":[0.0056815706,0.00064779015,0.3817878,0.00006856444,0.000018155428,0.00010917157,0.00047171474,0.000011449634,0.000059041024,0.00043740208,0.61043334,0.00027398858],"about_ca_topic_score_codex":0.0025509102,"about_ca_topic_score_gemma":0.002413459,"teacher_disagreement_score":0.5059092,"about_ca_system_score_codex":0.00024051758,"about_ca_system_score_gemma":0.00010842155,"threshold_uncertainty_score":0.9999929},"labels":[],"label_agreement":null},{"id":"W2054071461","doi":"10.1007/s00127-010-0288-x","title":"Mental health in Ecuadorian migrants from a population-based survey: the importance of social determinants and gender roles","year":2010,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mental health; Public health; Population; Epidemiology; Psychology; Environmental health; Suicide prevention; Poison control; Geography; Medicine; Psychiatry","score_opus":0.05933539814913557,"score_gpt":0.4150483801353226,"score_spread":0.355712981986187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054071461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97512233,0.0038422868,0.000008262201,0.015845088,0.0036531822,0.0006298552,0.0006630365,0.000021110975,0.00021487243],"genre_scores_gemma":[0.9943533,0.000094126444,0.00057441345,0.0037353225,0.00081466587,0.000047437938,0.00033608734,0.000024210542,0.000020423491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958885,0.0017007358,0.0011111281,0.00059326104,0.00010643487,0.0005999649],"domain_scores_gemma":[0.99796766,0.0008417501,0.0008114468,0.00022708067,0.00002093583,0.0001311284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023810694,0.00028853762,0.0007965172,0.00014230283,0.0008383335,0.000009622152,0.00022308818,0.00040838736,0.00019985736],"category_scores_gemma":[0.000060903887,0.0002256851,0.00012066697,0.00033055843,0.00025952648,0.00006416791,0.0000373079,0.0005266032,0.0000050166573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000411636,0.0002779476,0.98109704,0.000051838568,0.00004516174,4.897068e-7,0.0016481293,1.0362719e-7,0.0000011320395,0.005301078,0.0029327346,0.008232721],"study_design_scores_gemma":[0.0020265165,0.000120506986,0.97323865,0.000008205589,0.000025072633,0.0000035183723,0.00058881467,0.000028873821,1.7399663e-7,0.023581944,0.00019624417,0.00018147405],"about_ca_topic_score_codex":0.012119071,"about_ca_topic_score_gemma":0.07929409,"teacher_disagreement_score":0.06717502,"about_ca_system_score_codex":0.00002690819,"about_ca_system_score_gemma":0.00010019214,"threshold_uncertainty_score":0.99445933},"labels":[],"label_agreement":null},{"id":"W2054553832","doi":"10.1016/j.schres.2014.07.024","title":"Assessing threat responses towards the symptoms and diagnosis of schizophrenia using visual perceptual biases","year":2014,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"University of Pennsylvania","keywords":"Psychology; Stigma (botany); Schizophrenia (object-oriented programming); Perception; Social stigma; Preference; Clinical psychology; Psychiatry; Medicine","score_opus":0.22935388069652882,"score_gpt":0.49640521798916803,"score_spread":0.2670513372926392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054553832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99421465,0.0020913617,0.000027790391,0.00080315664,0.0003842241,0.0007161435,0.00002856209,0.00005913213,0.0016750032],"genre_scores_gemma":[0.997967,0.00013371777,0.00068062876,0.000073252406,0.00049773284,0.00019493389,0.000016334532,0.00005531838,0.00038110066],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9944763,0.0024309417,0.0005335776,0.0006740441,0.00097221095,0.0009128997],"domain_scores_gemma":[0.995139,0.003570253,0.00015341691,0.0006502231,0.00022732229,0.00025979002],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031197222,0.0003038016,0.00045190458,0.0005303105,0.0012592095,0.0003267243,0.00054254814,0.00020756747,0.000980082],"category_scores_gemma":[0.00066637824,0.00020601113,0.00011221739,0.00082142797,0.0011135209,0.00040210248,0.00042490588,0.0006678686,0.00009684145],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007968317,0.000850058,0.107584976,0.0001792957,0.00023097565,0.00004524366,0.0026946517,0.000005311288,0.0028209363,0.009646352,0.00085352693,0.8671203],"study_design_scores_gemma":[0.006856799,0.0019004818,0.9725554,0.0007565513,0.00014004455,0.000106677544,0.005898975,0.0016739293,0.006036568,0.0028364153,0.00064536877,0.00059281336],"about_ca_topic_score_codex":0.0023017759,"about_ca_topic_score_gemma":0.00014042722,"teacher_disagreement_score":0.86652756,"about_ca_system_score_codex":0.000113396694,"about_ca_system_score_gemma":0.00017638723,"threshold_uncertainty_score":0.9999332},"labels":[],"label_agreement":null},{"id":"W2054770184","doi":"10.1155/2012/724848","title":"Stigma and Discrimination in People Suffering with a Mood Disorder: A Cross-Sectional Study","year":2012,"lang":"en","type":"article","venue":"Depression Research and Treatment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychosocial; Bipolar disorder; Psychiatry; Medicine; Stigma (botany); Mood; Depression (economics); Clinical psychology; Social stigma; Population; Mood disorders; Human immunodeficiency virus (HIV); Anxiety; Family medicine","score_opus":0.11129515468989278,"score_gpt":0.48111492129982575,"score_spread":0.369819766609933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054770184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99557304,0.0017141025,0.0000074128584,0.000054198466,0.00006183262,0.001207972,0.000010562792,0.000017064023,0.0013537987],"genre_scores_gemma":[0.99776775,0.00011698759,0.000027130263,0.000003364454,0.000044044275,0.0010489773,0.000029158618,0.000012413002,0.00095016614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985812,0.00018416355,0.0001572086,0.00032815372,0.00029164986,0.00045762892],"domain_scores_gemma":[0.9994021,0.0001774587,0.000029407685,0.00015732156,0.000030164507,0.00020353269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003416703,0.00013090456,0.00014251645,0.0001901466,0.0004343264,0.00007940611,0.000045470155,0.000049600225,0.00015158861],"category_scores_gemma":[0.0000073371416,0.000081188125,0.000011221225,0.00017874013,0.00006856055,0.0002048965,0.000071894465,0.00011783013,0.000014484748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007129772,0.0041135857,0.96026677,0.000019580664,0.000037955375,0.00001893412,0.004820696,6.407892e-7,0.0000075582366,0.0001555026,0.0000052503337,0.029840533],"study_design_scores_gemma":[0.004715143,0.0016776781,0.99017936,0.000025574082,0.0000074136588,0.000017251861,0.0031463222,0.0000198575,0.000043196724,0.00004859543,0.000044344637,0.00007528541],"about_ca_topic_score_codex":0.0064854943,"about_ca_topic_score_gemma":0.0073213726,"teacher_disagreement_score":0.029912552,"about_ca_system_score_codex":0.00011872861,"about_ca_system_score_gemma":0.000011523874,"threshold_uncertainty_score":0.980417},"labels":[],"label_agreement":null},{"id":"W2054841319","doi":"10.1136/ebn.11.4.110","title":"Review: screening or case-finding questionnaires used alone are not effective for management of depressionCommentary","year":2008,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Depression (economics); Management of depression; Psychology; Medicine; Alternative medicine; Pathology; Economics","score_opus":0.16464257317995182,"score_gpt":0.446202837686138,"score_spread":0.2815602645061862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054841319","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010405305,0.25499856,0.01266634,0.69419205,0.0066687344,0.019899849,0.00046662777,0.00036938305,0.0003331538],"genre_scores_gemma":[0.13009706,0.011174154,0.017704215,0.82290405,0.005155313,0.008416859,0.0017025255,0.0004609505,0.0023848827],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99554276,0.0010316718,0.0010208696,0.0010300198,0.00056377036,0.0008109245],"domain_scores_gemma":[0.99464685,0.0030069395,0.0012939794,0.00079645717,0.00012730845,0.00012847454],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008006298,0.0006634822,0.0011761482,0.00041482697,0.00072057237,0.00003682339,0.00043858463,0.0005003885,0.00026727514],"category_scores_gemma":[0.00008538183,0.0005539317,0.00040639797,0.00041262116,0.00019996692,0.0003227073,0.000052823438,0.0008461424,0.000021905596],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009980403,0.00024337509,0.0011503868,0.014578097,0.0002959103,0.008009448,0.00032540233,0.00000812766,0.0000033649605,0.0000024626652,0.7784346,0.19595082],"study_design_scores_gemma":[0.006066257,0.001492036,0.005504428,0.9174575,0.002232439,0.0012484452,0.0007009468,0.00011453487,0.0013442404,0.00004110094,0.06247643,0.001321628],"about_ca_topic_score_codex":0.0005443784,"about_ca_topic_score_gemma":0.000014354534,"teacher_disagreement_score":0.9028794,"about_ca_system_score_codex":0.0007154744,"about_ca_system_score_gemma":0.00004980662,"threshold_uncertainty_score":0.9996912},"labels":[],"label_agreement":null},{"id":"W2055792541","doi":"10.1159/000278616","title":"Transient Psychoses in Africans","year":2010,"lang":"en","type":"article","venue":"Psychiatria Clinica","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Native Mental Health Association of Canada","funders":"","keywords":"Icon; Citation; Download; Subject (documents); Computer science; Library science; World Wide Web; Information retrieval; Permission; Political science; Law","score_opus":0.047143702240743435,"score_gpt":0.4384544046474823,"score_spread":0.3913107024067389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055792541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8589679,0.0003176238,0.000017032258,0.0053364094,0.012467876,0.00063077343,0.000021550371,0.00008612815,0.1221547],"genre_scores_gemma":[0.99489063,0.00005570824,0.00111229,0.0010078547,0.00072059094,0.00016010263,0.000014239438,0.000029537654,0.0020090416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979124,0.00012420544,0.000760957,0.000539261,0.00016340904,0.000499734],"domain_scores_gemma":[0.9987123,0.00029502952,0.0001589445,0.00061943196,0.000018663843,0.00019561921],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005997825,0.00019688935,0.00031130124,0.0001724147,0.00010725331,0.000022159584,0.00036130316,0.00021681818,0.007484826],"category_scores_gemma":[0.000025803354,0.00017104718,0.00016173457,0.00038219607,0.00007940338,0.00007255997,0.000016284475,0.00058826804,0.0011921799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021070566,0.0070667514,0.70568115,0.00006331301,0.00013138319,0.000054752367,0.0043710386,9.777743e-7,0.00021067493,0.032797262,0.07068945,0.17682621],"study_design_scores_gemma":[0.0075335926,0.0005262545,0.8092855,0.000025707217,0.00004683378,0.000012111627,0.00052174885,0.000010510557,0.000013962264,0.0041224584,0.17753184,0.00036944562],"about_ca_topic_score_codex":0.00046635783,"about_ca_topic_score_gemma":0.0029610517,"teacher_disagreement_score":0.17645676,"about_ca_system_score_codex":0.000014636258,"about_ca_system_score_gemma":0.000031907144,"threshold_uncertainty_score":0.9995855},"labels":[],"label_agreement":null},{"id":"W2056434923","doi":"10.1007/s10597-010-9320-6","title":"Mental Health Service Utilization Among Patients with Severe Mental Disorders","year":2010,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute; Douglas College; McGill University","funders":"","keywords":"Mental health; Service (business); Medicine; Schizophrenia (object-oriented programming); Health care; Sample (material); Nursing; Family medicine; Psychiatry; Business; Marketing","score_opus":0.04937561026313724,"score_gpt":0.38631552567850475,"score_spread":0.3369399154153675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056434923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782775,0.00045126354,0.000021324853,0.011023755,0.0043553133,0.0022482795,0.0003965496,0.00010261129,0.0031233805],"genre_scores_gemma":[0.98876107,0.0003619114,0.00038682498,0.0072748517,0.00016649299,0.00005191614,0.0024768237,0.000081176084,0.00043894685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952794,0.0015432296,0.0009693898,0.0003283572,0.0007130015,0.0011666365],"domain_scores_gemma":[0.99708456,0.00008153349,0.00096103566,0.0006684712,0.00010678929,0.0010976222],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013635049,0.00047453752,0.0005208394,0.000243032,0.00690342,0.0001406495,0.0007547502,0.00016075009,0.0021895457],"category_scores_gemma":[0.0000066227813,0.00040523382,0.00010357114,0.0004730713,0.00020115965,0.0007271399,0.00024189227,0.0025378154,0.00013224474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014074936,0.0068866434,0.69796413,0.00032461275,0.00018802735,0.0000029710418,0.045595627,0.0000015843162,0.000008096318,0.00021164193,0.040534593,0.20687461],"study_design_scores_gemma":[0.012737406,0.0032069916,0.9385017,0.0004612041,0.000017838254,0.00024977827,0.018162299,0.000064776716,0.000012967636,0.00017744936,0.025840882,0.0005666812],"about_ca_topic_score_codex":0.00744051,"about_ca_topic_score_gemma":0.0266493,"teacher_disagreement_score":0.24053763,"about_ca_system_score_codex":0.0009081961,"about_ca_system_score_gemma":0.0002528735,"threshold_uncertainty_score":0.99983996},"labels":[],"label_agreement":null},{"id":"W2056540034","doi":"10.1007/s001270050009","title":"Access to physician treatment for a mental disorder: a regional analysis","year":2000,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Population; Census; Directory; Mental health; Proxy (statistics); Medicine; Epidemiology; Public health; Demography; Gerontology; Family medicine; Environmental health; Psychiatry; Nursing; Sociology","score_opus":0.08418892758501303,"score_gpt":0.44829535999147385,"score_spread":0.3641064324064608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056540034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90483785,0.007044514,0.00059694785,0.06843227,0.0027776756,0.0025090768,0.00040800672,0.00014047495,0.013253157],"genre_scores_gemma":[0.94298375,0.0011654801,0.004019789,0.0346417,0.0051813647,0.0026587406,0.00088988774,0.00009304775,0.008366214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965011,0.0005379886,0.0008343819,0.001053425,0.000111295885,0.00096179574],"domain_scores_gemma":[0.9985683,0.00044183966,0.00027102593,0.00034771737,0.000028490946,0.00034260677],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005100129,0.00045893347,0.0010491987,0.0003764275,0.0012770825,0.000030526837,0.00035372365,0.00031910712,0.0016281098],"category_scores_gemma":[0.000009175154,0.00039413883,0.0006683289,0.0012536573,0.00013763522,0.00013605299,0.000031332584,0.00015499226,0.00016179455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026553401,0.0020861751,0.5613083,0.000062949795,0.0024119602,0.0000014646138,0.001996596,0.000019690786,5.3128014e-7,0.03235905,0.083657496,0.31344044],"study_design_scores_gemma":[0.0056578293,0.0023476183,0.72817576,0.000013076119,0.0017673337,0.000011841169,0.0010750222,0.000094540046,2.7496066e-7,0.03183328,0.2282752,0.0007482323],"about_ca_topic_score_codex":0.0014460796,"about_ca_topic_score_gemma":0.0013500195,"teacher_disagreement_score":0.3126922,"about_ca_system_score_codex":0.00009466182,"about_ca_system_score_gemma":0.00005039679,"threshold_uncertainty_score":0.99985105},"labels":[],"label_agreement":null},{"id":"W2056795676","doi":"10.1136/ebmh.9.4.113","title":"Lifetime mood, anxiety, and drug use disorders are common in the United States population","year":2006,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Anxiety; Mood; Drug; Psychiatry; Mood disorders; Population; Clinical psychology; Psychology; Medicine; Environmental health","score_opus":0.04828603241287098,"score_gpt":0.3637069478860271,"score_spread":0.3154209154731561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056795676","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42501825,0.0029651779,0.0000026065343,0.5683234,0.00055473455,0.0025997197,0.00036169062,0.00006766672,0.000106788284],"genre_scores_gemma":[0.43978742,0.0015222488,0.000056406923,0.5405557,0.00043385467,0.00034283134,0.01630304,0.00007415032,0.0009243471],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9950421,0.0017176375,0.0008848122,0.0007831621,0.00064715056,0.0009251734],"domain_scores_gemma":[0.9974503,0.0010391885,0.0007285314,0.0006200581,0.000021113692,0.00014082361],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009236436,0.0005622475,0.00062838936,0.00049400015,0.0005928455,0.00017168134,0.0004075783,0.0003892465,0.00026774863],"category_scores_gemma":[0.00000974806,0.0004323633,0.00010228654,0.0006207809,0.00013958194,0.00033196865,0.00005946555,0.0014310845,0.000088823894],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016073447,0.00027695304,0.3095423,0.0006468535,0.00001539979,0.000025222527,0.0012067975,0.000021746611,7.530521e-8,0.000016837037,0.6825374,0.005549703],"study_design_scores_gemma":[0.0032096207,0.00056671165,0.78477144,0.004183317,0.00006337001,0.000016004724,0.0016123295,0.00024428134,0.0000024987178,0.0005174066,0.20400357,0.00080945244],"about_ca_topic_score_codex":0.13535997,"about_ca_topic_score_gemma":0.01972887,"teacher_disagreement_score":0.4785338,"about_ca_system_score_codex":0.0007393379,"about_ca_system_score_gemma":0.000069597394,"threshold_uncertainty_score":0.99981284},"labels":[],"label_agreement":null},{"id":"W2058327499","doi":"10.1007/s11469-009-9197-1","title":"Undergraduate Students’ Perceptions of Schizophrenia","year":2009,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Psychology; Ignorance; Schizophrenia (object-oriented programming); Health psychology; Perception; Personality psychology; Certainty; Class (philosophy); Psychiatry; Clinical psychology; Social psychology; Developmental psychology; Public health; Personality; Medicine","score_opus":0.018696820052681713,"score_gpt":0.4048210954586236,"score_spread":0.3861242754059419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058327499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98859656,0.0015348252,0.0001225158,0.0070691025,0.0018261805,0.0001432042,0.000036471898,0.000007816535,0.0006633264],"genre_scores_gemma":[0.99710697,0.0011771459,0.00025202613,0.00087732315,0.00025306444,0.0000017988699,0.00003759531,0.0000042422375,0.00028982508],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998805,0.00006566617,0.00051069364,0.000090949856,0.00040232856,0.00012535656],"domain_scores_gemma":[0.99921215,0.000019748808,0.00044905263,0.00004898697,0.00008948868,0.00018058304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020920324,0.00007859556,0.00015227367,0.00019230745,0.00010703049,0.000019780304,0.00015276215,0.00003334234,0.0002322109],"category_scores_gemma":[0.000004491049,0.00006648458,0.000060646886,0.00006055749,0.000030460671,0.00017386464,0.000015339238,0.00012151076,0.00001229071],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032166832,0.0018525261,0.085273005,0.000016303498,0.00029487084,0.000023071201,0.0027140635,0.000003515221,0.00033065927,0.004392317,0.012542522,0.88934046],"study_design_scores_gemma":[0.00767905,0.0034781718,0.9807689,0.00046011058,0.000027379498,0.0004983364,0.002207542,0.000027339816,0.00009032192,0.002062575,0.0025845917,0.00011564739],"about_ca_topic_score_codex":0.000057376536,"about_ca_topic_score_gemma":0.000007856153,"teacher_disagreement_score":0.89549595,"about_ca_system_score_codex":0.00014000568,"about_ca_system_score_gemma":0.0000388546,"threshold_uncertainty_score":0.27111623},"labels":[],"label_agreement":null},{"id":"W205937675","doi":"10.1177/070674371405900504","title":"A Survey of Mental Health Services at Post-Secondary Institutions in Alberta","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Calgary Foundation; Health Research Board","keywords":"Mental health; Psychology; Psychiatry; Medicine; Environmental health; Medical education","score_opus":0.02600163785447495,"score_gpt":0.33335605047805517,"score_spread":0.3073544126235802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W205937675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96104467,0.003491579,9.899921e-7,0.024511889,0.0032040735,0.00021377298,0.00015829381,0.000001599573,0.007373129],"genre_scores_gemma":[0.99622655,0.000015064942,0.000077409575,0.0030886333,0.00010819994,0.0000026764587,0.000047186488,0.000010619012,0.0004236478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984807,0.00039615238,0.0005737487,0.000105524894,0.00011713489,0.00032674643],"domain_scores_gemma":[0.9987961,0.00008257987,0.0004494132,0.00022419124,0.000060859464,0.0003868571],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009581287,0.00011042261,0.00025160916,0.00024021104,0.0003837202,0.00001615712,0.00037775136,0.000062575746,0.0009196222],"category_scores_gemma":[0.000008256337,0.00007986133,0.00006502551,0.00022716317,0.00010765477,0.00009417675,0.000014414751,0.00023900576,0.00005338274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017060162,0.0001184177,0.9698098,0.00009102596,0.000071117465,0.000003686894,0.004716866,0.000005101237,0.0000013608264,0.014081546,0.00619792,0.0047325804],"study_design_scores_gemma":[0.0012689547,0.00034622345,0.9920022,0.00017450495,0.000009284749,0.00009320959,0.000593467,0.0000051146535,0.000001818917,0.0006652256,0.0047688866,0.00007113536],"about_ca_topic_score_codex":0.79368514,"about_ca_topic_score_gemma":0.9978762,"teacher_disagreement_score":0.20419107,"about_ca_system_score_codex":0.00024747557,"about_ca_system_score_gemma":0.001844259,"threshold_uncertainty_score":0.9999937},"labels":[],"label_agreement":null},{"id":"W2059627815","doi":"10.1016/j.jad.2007.01.010","title":"Gender specific correlates of stigma toward depression in a Canadian general population sample","year":2007,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":125,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Health Research Board","keywords":"Stigma (botany); Mental health; Psychology; Depression (economics); Clinical psychology; Psychiatry; Population; Help-seeking; Mental health literacy; Mental illness; Medicine; Environmental health","score_opus":0.029808519694238776,"score_gpt":0.355752656325934,"score_spread":0.32594413663169525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059627815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99446857,0.0014639575,0.0007064008,0.000050094648,0.00079022907,0.00025358805,0.000009373044,0.000002997482,0.0022547601],"genre_scores_gemma":[0.99951446,0.00006520881,0.00025839068,0.00003586344,0.00007622621,0.0000027622877,0.000014181446,0.000011930643,0.0000209882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989421,0.00009529508,0.00038342658,0.000117920565,0.00015408311,0.00030719425],"domain_scores_gemma":[0.9992288,0.00019400626,0.00028603585,0.00007798459,0.000050349005,0.0001628259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046311365,0.0001037608,0.00020688529,0.00045548883,0.000060669194,0.0000068125887,0.000090574256,0.00009331882,0.00034829733],"category_scores_gemma":[0.0000370481,0.00008740779,0.00007553103,0.00024421889,0.00002567019,0.0001266094,0.000008329568,0.00017938075,0.000004793665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027959622,0.00016279182,0.9166162,0.000012984965,0.000034108507,0.000019996654,0.001685547,0.00008575361,0.000046219226,0.00035893897,0.00021053592,0.08048734],"study_design_scores_gemma":[0.0014504088,0.00018825488,0.99511445,0.00003817927,0.000012720572,0.000011225109,0.0011150314,0.000024180998,0.0000981993,0.0016945442,0.00017720241,0.00007561393],"about_ca_topic_score_codex":0.25494,"about_ca_topic_score_gemma":0.25643563,"teacher_disagreement_score":0.080411725,"about_ca_system_score_codex":0.0002953224,"about_ca_system_score_gemma":0.000040466624,"threshold_uncertainty_score":0.7571325},"labels":[],"label_agreement":null},{"id":"W2059921773","doi":"10.1002/mpr.172","title":"Self‐reported use of mental health services versus administrative records: care to recall?","year":2004,"lang":"en","type":"article","venue":"International Journal of Methods in Psychiatric Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; Health Sciences Centre; University of Toronto; Centre for Addiction and Mental Health; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Mental health; Recall; Distress; Population; Recall bias; Health care; Medicine; Mental distress; Psychiatry; Telescoping series; Psychology; Clinical psychology; Gerontology; Environmental health; Social psychology","score_opus":0.337078172587441,"score_gpt":0.6508797190881924,"score_spread":0.3138015465007514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059921773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703852,0.0037597925,0.0013478432,0.0073129274,0.011507241,0.0011043842,0.00007579299,0.00001576131,0.0044910423],"genre_scores_gemma":[0.53159654,0.00091888657,0.466506,0.0002471555,0.000491376,0.000033467084,0.0000202274,0.000024962597,0.0001613891],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99529296,0.0014610606,0.001421664,0.00030433104,0.001115018,0.0004049635],"domain_scores_gemma":[0.9968674,0.000818765,0.00078300794,0.0002455371,0.0010089782,0.0002762956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036961318,0.00015395401,0.00037386335,0.0014342689,0.00010674634,0.000047171463,0.0007754595,0.00011152273,0.00022132615],"category_scores_gemma":[0.0001455454,0.00013066875,0.00014516973,0.00095271145,0.000052333406,0.00023343945,0.00011479099,0.0006347179,0.000018117895],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03658095,0.006063294,0.17477484,0.00060882693,0.002647794,0.0006806599,0.08151274,0.00016200445,0.00017516226,0.010029923,0.0044046375,0.68235916],"study_design_scores_gemma":[0.07238234,0.042680707,0.6297377,0.0041623404,0.00018609341,0.0014150402,0.14006546,0.000087730805,0.004276819,0.015009936,0.0886179,0.001377975],"about_ca_topic_score_codex":0.0019358331,"about_ca_topic_score_gemma":0.000544635,"teacher_disagreement_score":0.68098116,"about_ca_system_score_codex":0.0010757373,"about_ca_system_score_gemma":0.00055734656,"threshold_uncertainty_score":0.5328517},"labels":[],"label_agreement":null},{"id":"W2060568308","doi":"10.1016/j.jad.2008.07.004","title":"Economic impact of non-persistence to antidepressant therapy in the Quebec community-dwelling elderly population","year":2008,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Fondation pour la Recherche Médicale","keywords":"Persistence (discontinuity); Medicine; Antidepressant; Fluoxetine; Depression (economics); Population; Psychiatry; Observational study; Cohort; Pharmacy; Cohort study; Retrospective cohort study; Demography; Internal medicine; Environmental health; Family medicine; Anxiety","score_opus":0.03991536196212886,"score_gpt":0.3768375694653356,"score_spread":0.3369222075032067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060568308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979553,0.0002941983,0.00009521563,0.00013018685,0.00018652338,0.00040861135,0.0000040502705,0.0000022386043,0.00092364434],"genre_scores_gemma":[0.9996632,0.0001617915,0.000028475692,0.00007512708,0.000033465378,0.00000837874,0.0000031480936,0.00000893696,0.00001750209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988356,0.000492019,0.0003242441,0.00007736361,0.000106216416,0.00016452296],"domain_scores_gemma":[0.99907386,0.0003652169,0.0003181446,0.00016756123,0.000031984153,0.000043215594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051603105,0.0001108964,0.0002440887,0.00019257332,0.00017382989,0.00001042087,0.00025617774,0.000043389446,0.000067156994],"category_scores_gemma":[0.000013115157,0.000071011185,0.00016944457,0.0001534007,0.00004469842,0.00018358136,0.000009859684,0.00028127397,0.000006460165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006386642,0.0005176967,0.9058282,0.000009243886,0.00012412567,0.000009370252,0.023783531,0.0024424074,0.00012455041,0.000018929884,0.00028087458,0.06622242],"study_design_scores_gemma":[0.0014296186,0.002244267,0.9912095,0.000046785244,0.00000899071,0.000025157447,0.0047168075,0.000041827785,0.000059765804,0.00014114252,0.000010505356,0.000065651584],"about_ca_topic_score_codex":0.10160056,"about_ca_topic_score_gemma":0.018665085,"teacher_disagreement_score":0.08538129,"about_ca_system_score_codex":0.00022951428,"about_ca_system_score_gemma":0.00004425395,"threshold_uncertainty_score":0.9992417},"labels":[],"label_agreement":null},{"id":"W2061710722","doi":"10.1016/j.psychres.2011.01.018","title":"‘Forensic’ labelling: An empirical assessment of its effects on self-stigma for people with severe mental illness","year":2011,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":92,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Provincial Health Services Authority; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Simon Fraser University","keywords":"Mental illness; Stigma (botany); Labelling; Psychiatry; Psychology; Empirical research; Forensic science; Clinical psychology; Mental health; Medicine; Criminology","score_opus":0.12304738849307945,"score_gpt":0.48719777475660647,"score_spread":0.364150386263527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061710722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98197305,0.00027175422,0.000044074633,0.000701233,0.0013168582,0.002716305,0.00006335411,0.00007082256,0.012842546],"genre_scores_gemma":[0.9914491,0.00002454081,0.006428107,0.00016284679,0.0002821737,0.00083301973,0.000078576006,0.000057439946,0.0006841902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702144,0.00046754596,0.00032981322,0.00063629897,0.0007293439,0.0008155394],"domain_scores_gemma":[0.99846476,0.00032926057,0.0001166978,0.00055288186,0.00021782902,0.00031858013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092997117,0.0002447799,0.0003691607,0.0002517086,0.00053737365,0.000025147205,0.00040737775,0.00016430441,0.00046012847],"category_scores_gemma":[0.000009141722,0.00018290263,0.00007590772,0.00050133467,0.00007765652,0.00013870667,0.000062287945,0.00039936206,0.00007625667],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030203904,0.0053478237,0.9530982,0.0012825808,0.00029467375,0.000014454991,0.005080966,9.090609e-7,0.000027793147,0.013070828,0.0074531105,0.011308319],"study_design_scores_gemma":[0.008815139,0.019533228,0.96223277,0.00043208897,0.000102959886,0.000046263034,0.0028727911,0.00051232905,0.0013636108,0.0016954071,0.0018218649,0.0005715528],"about_ca_topic_score_codex":0.0002127419,"about_ca_topic_score_gemma":0.00031551564,"teacher_disagreement_score":0.014185404,"about_ca_system_score_codex":0.00011860611,"about_ca_system_score_gemma":0.0001675658,"threshold_uncertainty_score":0.74585533},"labels":[],"label_agreement":null},{"id":"W2062098653","doi":"10.1136/bmj.g1253","title":"Does depression screening improve depression outcomes in primary care?","year":2014,"lang":"en","type":"article","venue":"BMJ","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Depression (economics); Medicine; Nice; Excellence; Guideline; Primary care; Health care; Psychiatry; Family medicine","score_opus":0.022626128972575453,"score_gpt":0.3751613613085482,"score_spread":0.3525352323359728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062098653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94801486,0.00034579085,0.0002567748,0.0003038548,0.0013912334,0.0007266071,0.000007744595,0.000069429596,0.048883703],"genre_scores_gemma":[0.9952266,0.0000040891878,0.00087702466,0.0005594685,0.00020414175,0.00020736609,0.000046665926,0.00001938789,0.0028552325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987748,0.00013794798,0.00029560123,0.00033216787,0.00015646555,0.00030301427],"domain_scores_gemma":[0.9993026,0.00013486746,0.000118309894,0.00035142948,0.000014120566,0.00007866084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021324462,0.00014152615,0.00022348584,0.000083415536,0.00011258815,0.000018468896,0.00015498653,0.00011880501,0.00020376357],"category_scores_gemma":[0.000017157086,0.00007808386,0.000050306113,0.00006214413,0.000018459592,0.00011282235,0.000096926895,0.00010320463,0.00010841982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106933265,0.00007321822,0.7134103,0.00004930241,0.00000740661,0.000009688636,0.0003950347,9.036671e-7,0.00015974733,0.000035134144,0.00044721362,0.28530508],"study_design_scores_gemma":[0.0018863166,0.000049095153,0.9942316,0.00013038878,0.000009950385,0.0000016433199,0.00027484985,0.000034743727,0.0012070955,0.000089537796,0.0019490754,0.00013573644],"about_ca_topic_score_codex":0.00060447823,"about_ca_topic_score_gemma":0.0001131113,"teacher_disagreement_score":0.28516936,"about_ca_system_score_codex":0.000056211065,"about_ca_system_score_gemma":0.000007104811,"threshold_uncertainty_score":0.31841674},"labels":[],"label_agreement":null},{"id":"W2062398506","doi":"10.1177/1363459304043461","title":"Physicians’ Constructions of Depression: Inside/Outside the Boundaries of Medicalization","year":2004,"lang":"en","type":"review","venue":"Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; University of Saskatchewan","funders":"","keywords":"Medicalization; Depression (economics); Context (archaeology); Multidisciplinary approach; Psychology; Qualitative research; Construct (python library); Psychiatry; Clinical psychology; Psychotherapist; Sociology; Social science","score_opus":0.1124756293697452,"score_gpt":0.5345274407375651,"score_spread":0.4220518113678199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062398506","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027059591,0.98141414,0.0005168976,0.0065092356,0.0044861883,0.004168135,0.000117391486,0.000009998053,0.00007206652],"genre_scores_gemma":[0.23642907,0.7617045,0.000020067124,0.00025241694,0.0010920621,0.00033461463,0.000070197195,0.000046474783,0.00005059499],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9945035,0.0012422677,0.0029178844,0.00031132353,0.0005516528,0.00047334816],"domain_scores_gemma":[0.9937388,0.0007273509,0.0047781933,0.00031933255,0.00021577234,0.00022059349],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002894021,0.00034903278,0.0026907334,0.00020844025,0.012298364,0.00001742527,0.00044145063,0.00016530936,0.00007866193],"category_scores_gemma":[0.000046500416,0.00017031428,0.00025505022,0.00038702958,0.0016223686,0.00008611954,0.00017619498,0.0006505655,2.7498692e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001817303,0.0007356031,0.000058403657,0.01431654,0.00030627806,0.0000015308248,0.13477471,4.7536312e-7,9.830567e-9,0.0016931405,0.0012629902,0.8466686],"study_design_scores_gemma":[0.006873983,0.014257182,0.003018006,0.051791813,0.0017278538,0.00038273065,0.77756697,0.0000046063446,2.2453027e-7,0.006733277,0.13728726,0.00035610748],"about_ca_topic_score_codex":0.0029749756,"about_ca_topic_score_gemma":0.0009250509,"teacher_disagreement_score":0.84631246,"about_ca_system_score_codex":0.00021770404,"about_ca_system_score_gemma":0.0009606973,"threshold_uncertainty_score":0.9889875},"labels":[],"label_agreement":null},{"id":"W2062401860","doi":"10.2165/00023210-200620020-00002","title":"Media Portrayal of Mental Illness and its Treatments","year":2006,"lang":"en","type":"review","venue":"CNS Drugs","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":298,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Mental illness; Mental health; Blame; Psychological intervention; Psychology; Stigma (botany); Psychiatry; Public health; Social stigma; Mentally ill; Medicine; Nursing","score_opus":0.06200841973063581,"score_gpt":0.4169263110639009,"score_spread":0.35491789133326507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062401860","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003217645,0.9630822,1.207357e-7,0.000010547295,0.0013206784,0.0012691802,0.00063275266,0.00003374603,0.030433122],"genre_scores_gemma":[0.002702591,0.9852731,0.000014599764,0.00001638679,0.00020241503,0.00031490187,0.0014743177,0.00006132943,0.009940348],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980623,0.00014539342,0.00069288985,0.00049612054,0.00021805541,0.00038520482],"domain_scores_gemma":[0.9989327,0.00015311834,0.0004522412,0.00029887693,0.000016791362,0.00014623646],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012304823,0.00046026977,0.0014476837,0.00018392867,0.00012965658,0.000013595444,0.00021189604,0.0003210744,0.0011882654],"category_scores_gemma":[0.0000031754673,0.0003457035,0.00025638202,0.00018826735,0.00007673877,0.000054854565,0.00006887241,0.00016189691,0.00026965977],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012149872,0.00036930954,0.00004785671,0.0036759574,0.00026288818,0.000043894528,0.0007881039,2.0481983e-9,5.3139008e-8,0.0007231821,0.0019644862,0.9921121],"study_design_scores_gemma":[0.0012377515,0.0000959123,0.0002638326,0.0028072528,0.0011069971,0.000059530743,0.00018570054,2.3152225e-7,0.0000056633753,0.000032077944,0.99382883,0.00037623884],"about_ca_topic_score_codex":0.00019385251,"about_ca_topic_score_gemma":0.000015108808,"teacher_disagreement_score":0.9918643,"about_ca_system_score_codex":0.00012415693,"about_ca_system_score_gemma":0.0000480675,"threshold_uncertainty_score":0.9998995},"labels":[],"label_agreement":null},{"id":"W2062620979","doi":"10.1007/bf02287336","title":"Patterns of medical resource and psychotropic medicine use among adult depressed managed behavioral health patients","year":2004,"lang":"en","type":"article","venue":"The Journal of Behavioral Health Services & Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Medicine; Pharmacy; Psychiatry; Health psychology; Quarter (Canadian coin); Managed care; Public health; Depression (economics); Health care; Family medicine; Nursing","score_opus":0.09495885705302028,"score_gpt":0.4933436288071663,"score_spread":0.39838477175414605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062620979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99112004,0.0021429332,0.000016483227,0.004979518,0.00041165933,0.0012368201,0.000045094996,0.000017308788,0.00003013674],"genre_scores_gemma":[0.99603766,0.0020300767,0.000058014048,0.0014453719,0.00021736504,0.000026114114,0.000044963614,0.00004619639,0.00009422079],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9918119,0.0019854943,0.0017706864,0.00034840495,0.0029774692,0.0011060712],"domain_scores_gemma":[0.9961281,0.00029941983,0.0012521807,0.0006228093,0.00056368246,0.0011338516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004611078,0.0002876229,0.0008039521,0.00054768205,0.0006967334,0.00004553141,0.0011753276,0.00021886197,0.00037407078],"category_scores_gemma":[0.0000028392733,0.00018438365,0.00008885459,0.0005550043,0.00038058206,0.00036601938,0.00024015174,0.001531193,0.000010381124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023072558,0.004378041,0.79479015,0.001403362,0.000065656,0.00013007411,0.1099263,0.0000028025895,0.000010785192,0.00022862395,0.0008161271,0.085940816],"study_design_scores_gemma":[0.008765735,0.008362732,0.93476236,0.0030083756,0.00006388344,0.000066196306,0.044441015,0.0000054690786,0.000024385678,0.00013275651,0.00022392668,0.0001431685],"about_ca_topic_score_codex":0.2836236,"about_ca_topic_score_gemma":0.030225435,"teacher_disagreement_score":0.25339818,"about_ca_system_score_codex":0.00035175294,"about_ca_system_score_gemma":0.00022569153,"threshold_uncertainty_score":0.98747045},"labels":[],"label_agreement":null},{"id":"W2063333104","doi":"10.1089/pop.2011.0084","title":"Using Administrative Databases in the Surveillance of Depressive Disorders—Case Definitions","year":2012,"lang":"en","type":"article","venue":"Population Health Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"","keywords":"Medical diagnosis; Medicine; Depression (economics); Major depressive disorder; Population; Audit; Medical record; Cohen's kappa; Gold standard (test); Psychiatry; Statistic; Database; Family medicine; Environmental health","score_opus":0.3889243570496415,"score_gpt":0.5109374450384268,"score_spread":0.12201308798878524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063333104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884845,0.0013367843,0.0010784197,0.0008975372,0.00035539689,0.0015763486,0.00009567061,0.000018615792,0.0061567468],"genre_scores_gemma":[0.9977602,0.000099304525,0.0011929343,0.0005005053,0.000043028052,0.00014620961,0.00022839794,0.0000074803543,0.000021936374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862945,0.00037612856,0.0003977639,0.00015094521,0.00013986298,0.0003058656],"domain_scores_gemma":[0.9992875,0.00013021177,0.0002597293,0.00025562634,0.000009202007,0.000057756824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050698005,0.00009515444,0.00013884046,0.000105881976,0.0002256214,0.0000069116286,0.00007586566,0.000014504846,0.00016972229],"category_scores_gemma":[0.00000669592,0.00007480279,0.000025945199,0.0002502923,0.0000221252,0.00015183238,0.000028059998,0.00006318342,0.000012754224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041443258,0.0007317963,0.8933862,0.00021532626,0.00002423591,0.000022680102,0.0025778953,0.000032904412,7.9997605e-8,0.088009275,0.00033539635,0.0146227665],"study_design_scores_gemma":[0.0005237828,0.00004001057,0.99382615,0.00004033566,0.00001193013,0.000026402673,0.004257905,0.00006529343,6.451996e-7,0.00057940814,0.0005580177,0.00007011584],"about_ca_topic_score_codex":0.005801685,"about_ca_topic_score_gemma":0.0026977104,"teacher_disagreement_score":0.10043995,"about_ca_system_score_codex":0.00007438453,"about_ca_system_score_gemma":0.0000060976836,"threshold_uncertainty_score":0.87704515},"labels":[],"label_agreement":null},{"id":"W2064026058","doi":"10.7870/cjcmh-2008-0029","title":"Project Direct: Pilot Study of A Collaborative Intervention for Depressed Seniors","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; Douglas Mental Health University Institute; McGill University; McGill University Health Centre","funders":"","keywords":"Intervention (counseling); Randomized controlled trial; Depression (economics); Medicine; Medical prescription; Family medicine; Collaborative Care; Psychiatry; Physical therapy; Nursing; Primary care","score_opus":0.13582165997621276,"score_gpt":0.43330759952501724,"score_spread":0.2974859395488045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064026058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399006,0.0012574288,0.0000103842585,0.00037787028,0.0007629787,0.002113237,0.00024779706,0.0000062790104,0.0012339861],"genre_scores_gemma":[0.9992296,0.000034293345,0.00008759952,0.00020361092,0.000047322617,0.000055678454,0.000046988243,0.000018996636,0.00027589616],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970897,0.0015232131,0.000790135,0.00007964846,0.0001608363,0.0003564551],"domain_scores_gemma":[0.99813974,0.00018397397,0.0007778222,0.0002469467,0.00021534233,0.00043619305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010572806,0.00014675892,0.00047066054,0.0003945806,0.0011818917,0.000011726854,0.00034288008,0.000033400593,0.00009330773],"category_scores_gemma":[0.000028342247,0.00013483893,0.00007603943,0.00034479468,0.00008740381,0.00014484479,0.000019009236,0.0003591709,0.0000024452158],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008067103,0.026442014,0.11833506,0.00097277015,0.0012246568,0.00014718506,0.7306145,0.000010893291,0.000074039664,0.00040085905,0.069929644,0.043781307],"study_design_scores_gemma":[0.038128786,0.17202844,0.29276216,0.0010020806,0.00014085874,0.0005515707,0.4864349,0.000017830707,0.0006504108,0.00019017601,0.007545272,0.0005475103],"about_ca_topic_score_codex":0.21970055,"about_ca_topic_score_gemma":0.3335232,"teacher_disagreement_score":0.24417956,"about_ca_system_score_codex":0.0005494457,"about_ca_system_score_gemma":0.0008939414,"threshold_uncertainty_score":0.90902746},"labels":[],"label_agreement":null},{"id":"W2064152200","doi":"10.1108/17570981111249284","title":"Building primary health care capacity to address addiction and mental health inequities: lessons from Latin America and the Caribbean","year":2011,"lang":"en","type":"article","venue":"Ethnicity and Inequalities in Health and Social Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Pan American Health Organization; World Health Organization","keywords":"Mental health; Capacity building; Originality; Equity (law); Latin Americans; Stigma (botany); Addiction; Health care; Nursing; Health equity; Medicine; Public relations; Economic growth; Political science; Psychology; Sociology; Psychiatry; Qualitative research; Public health; Social science","score_opus":0.11894404746287923,"score_gpt":0.3996309354305121,"score_spread":0.28068688796763286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064152200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92320776,0.054736752,0.00003260259,0.016910523,0.00048005028,0.0015128182,0.002010386,0.00005364468,0.0010554555],"genre_scores_gemma":[0.97373825,0.0037741764,0.0004379273,0.02126981,0.00023420152,0.00016483586,0.00031783056,0.000023554554,0.00003938704],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99653536,0.001305592,0.0007465126,0.0005174746,0.00022011629,0.00067494914],"domain_scores_gemma":[0.9987254,0.0002878637,0.00034973794,0.00016140578,0.000045433215,0.00043014355],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006397156,0.0002800095,0.00079609617,0.000118361124,0.0017624442,0.00005377682,0.00010469277,0.00015087782,0.000048765345],"category_scores_gemma":[0.00002695556,0.00023530921,0.00004114164,0.00015028888,0.0005122049,0.00015348091,0.00018047744,0.00045175056,8.6390077e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006408141,0.000042597672,0.0065895356,0.0011266073,0.00002858655,0.0000012915041,0.8663213,8.517499e-8,4.7481925e-7,0.015759971,0.0011868493,0.10830183],"study_design_scores_gemma":[0.004829471,0.0015160287,0.16742346,0.00044493828,0.000015105258,0.0000049416262,0.81307095,0.000007251764,0.0000040468617,0.0011581342,0.011120856,0.0004047941],"about_ca_topic_score_codex":0.24111183,"about_ca_topic_score_gemma":0.01638808,"teacher_disagreement_score":0.22472376,"about_ca_system_score_codex":0.00046978833,"about_ca_system_score_gemma":0.00019917026,"threshold_uncertainty_score":0.9995371},"labels":[],"label_agreement":null},{"id":"W2064581384","doi":"10.1186/1472-6920-11-51","title":"A controlled trial of mental illness related stigma training for medical students","year":2011,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Programme Grants for Applied Research; H. Lundbeck A/S; King's College London; National Institute for Health and Care Research; South London and Maudsley NHS Foundation Trust","keywords":"Mental illness; Stigma (botany); Psychological intervention; Mental health; Medicine; Promotion (chess); Psychology; Clinical psychology; Psychiatry; Medical education","score_opus":0.08956120903236117,"score_gpt":0.46828128030371713,"score_spread":0.378720071271356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064581384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97934216,0.00023819857,0.00025215963,0.00049828424,0.008347188,0.0034250433,0.0000055667947,0.000035929974,0.007855493],"genre_scores_gemma":[0.99463004,0.000023997572,0.00031458325,0.0005076608,0.00039494075,0.0021033809,0.000111679656,0.000017886565,0.0018958236],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9972762,0.00028573984,0.00081520254,0.0002774445,0.0010631846,0.00028226356],"domain_scores_gemma":[0.998509,0.0005203703,0.00028360772,0.00019190356,0.000055403976,0.00043975338],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018096047,0.00013748658,0.00042482853,0.00009794027,0.0001268969,0.000008178681,0.0004345183,0.00029319787,0.014385434],"category_scores_gemma":[0.0013107106,0.00010651831,0.00012975332,0.00012265972,0.00012669164,0.00006096629,0.000036456302,0.00014572775,0.00004928221],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.3147658,0.026620315,0.016322944,0.0003827531,0.0005849371,0.000010256245,0.0619362,3.0495592e-8,0.0000060332745,0.023056092,0.013392517,0.5429221],"study_design_scores_gemma":[0.9460737,0.0026624016,0.02824427,0.00065600174,0.0002939196,0.00003853123,0.016417628,0.0002550914,0.00006386774,0.0028018034,0.0020898764,0.0004029091],"about_ca_topic_score_codex":0.0002327879,"about_ca_topic_score_gemma":0.00006252336,"teacher_disagreement_score":0.6313079,"about_ca_system_score_codex":0.000059554095,"about_ca_system_score_gemma":0.0011183386,"threshold_uncertainty_score":0.9865155},"labels":[],"label_agreement":null},{"id":"W2065433587","doi":"10.1007/s00127-012-0617-3","title":"Evaluation of a campaign to improve awareness and attitudes of young people towards mental health issues","year":2012,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":141,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Provincial Health Services Authority","funders":"National Institute for Health and Care Research","keywords":"Mental health; Mental health literacy; Stigma (botany); Social media; Psychology; Quarter (Canadian coin); Social stigma; Medicine; Mental illness; Psychiatry; Family medicine; Political science","score_opus":0.09495438782281664,"score_gpt":0.479532509295849,"score_spread":0.3845781214730324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065433587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9378582,0.042393025,0.00011947313,0.01029279,0.0062385784,0.0012112341,0.00014606462,0.000025142683,0.0017154901],"genre_scores_gemma":[0.99513113,0.0005537391,0.0022581068,0.0006990986,0.0010598685,0.00013845153,0.000050775576,0.000022055125,0.00008677996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957467,0.001826467,0.0010165427,0.00045911214,0.0002833464,0.00066784996],"domain_scores_gemma":[0.9984884,0.00018963023,0.00069421245,0.0002322919,0.00011377462,0.00028165852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00641215,0.0002687523,0.0009079485,0.00020311913,0.000459751,0.00000445398,0.00014612115,0.000258015,0.00022645257],"category_scores_gemma":[0.00009167191,0.00023942962,0.00012156424,0.0003663289,0.00014803863,0.00012361752,0.00006914706,0.00017116441,0.000008909393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023043102,0.00071964203,0.93812644,0.00033073156,0.00016462117,2.0500813e-8,0.008515392,4.894106e-7,0.0000066686707,0.014988357,0.0053762887,0.03154093],"study_design_scores_gemma":[0.0016475708,0.000773846,0.9888798,0.00003177743,0.00017342319,0.0000093352855,0.0030211052,0.00001268233,0.000004092106,0.0050227926,0.0002325005,0.00019109549],"about_ca_topic_score_codex":0.006265158,"about_ca_topic_score_gemma":0.0014478323,"teacher_disagreement_score":0.057272922,"about_ca_system_score_codex":0.0000719372,"about_ca_system_score_gemma":0.00017446907,"threshold_uncertainty_score":0.9763656},"labels":[],"label_agreement":null},{"id":"W2065462299","doi":"10.1186/1472-6963-14-161","title":"Determinants and patterns of service utilization and recourse to professionals for mental health reasons","year":2014,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas College; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Medicine; Psychiatry; Health administration; Health care; Anxiety; Depression (economics); Public health; Nursing research; Distress; Panic; Clinical psychology; Family medicine; Nursing","score_opus":0.16683040983554073,"score_gpt":0.5614686635340806,"score_spread":0.3946382536985399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065462299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865413,0.0013141648,0.00010141089,0.0077805067,0.00025095488,0.0036335015,0.00026670305,0.00002203356,0.00008943891],"genre_scores_gemma":[0.9905943,0.00035189049,0.0012276109,0.006269298,0.000114852766,0.0005630611,0.0001724057,0.000034815625,0.00067171274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968999,0.0009011181,0.00052420446,0.0005051538,0.0003819462,0.00078766164],"domain_scores_gemma":[0.9981662,0.0005000198,0.00021837853,0.0003186673,0.0001951378,0.0006016009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029112287,0.00015101614,0.0003702861,0.0002533122,0.0007022836,0.000029332721,0.00020498243,0.000094766074,0.00008479097],"category_scores_gemma":[0.000013358492,0.0001303672,0.000019829766,0.0003135894,0.000027764265,0.000120333614,0.00016920203,0.00013561419,0.000020407733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000997881,0.0006533385,0.5915506,0.016753234,0.000017053166,5.107196e-7,0.025088327,2.2692008e-7,0.000016148839,0.0011213125,0.0009144678,0.36288688],"study_design_scores_gemma":[0.00242597,0.0020546452,0.9689303,0.0020748642,0.000004120192,0.00000941346,0.014563595,0.0014874327,0.00008826548,0.00022871069,0.007973896,0.00015879249],"about_ca_topic_score_codex":0.0058096726,"about_ca_topic_score_gemma":0.01307498,"teacher_disagreement_score":0.3773797,"about_ca_system_score_codex":0.00009435776,"about_ca_system_score_gemma":0.0001701281,"threshold_uncertainty_score":0.8782526},"labels":[],"label_agreement":null},{"id":"W2066081621","doi":"10.1016/j.schres.2011.05.008","title":"Translating genomic research into care for people with schizophrenia in China","year":2011,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"China; Schizophrenia (object-oriented programming); Schizophrenia research; Psychology; Psychiatry; Geography","score_opus":0.1224277746998456,"score_gpt":0.4390580172291305,"score_spread":0.3166302425292849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066081621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698063,0.0027321484,0.000040155053,0.0005314493,0.00025601772,0.0036825393,0.00003867055,0.00007930599,0.022833398],"genre_scores_gemma":[0.98758054,0.000036026686,0.008400546,0.000014199704,0.00031770146,0.0025233554,0.00008119931,0.000114783754,0.000931631],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99418324,0.0011112343,0.0005584341,0.00111208,0.001011048,0.0020239493],"domain_scores_gemma":[0.9977212,0.00052993855,0.00007395394,0.0008898534,0.00040129788,0.0003837897],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034424125,0.00032459956,0.0004999419,0.00140071,0.0014021008,0.00011167063,0.0009863481,0.0002765681,0.0012821099],"category_scores_gemma":[0.00007475235,0.0002705058,0.00010010107,0.0019687447,0.00038853334,0.0002558166,0.00020020112,0.0016301596,0.00057247985],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08105444,0.0017463281,0.12690884,0.0017248805,0.00022266958,0.00033249354,0.23993939,0.000005661335,0.0015348585,0.04927371,0.0011033871,0.49615335],"study_design_scores_gemma":[0.029224878,0.005584234,0.8971042,0.00068192184,0.000035467794,0.000042307085,0.03720406,0.0001721812,0.002123395,0.02557508,0.0012428326,0.0010094437],"about_ca_topic_score_codex":0.014978033,"about_ca_topic_score_gemma":0.040911008,"teacher_disagreement_score":0.77019536,"about_ca_system_score_codex":0.0005039172,"about_ca_system_score_gemma":0.00040666334,"threshold_uncertainty_score":0.9999747},"labels":[],"label_agreement":null},{"id":"W2066333455","doi":"10.1007/s11013-014-9393-8","title":"A Village Possessed by “Witches”: A Mixed-Methods Case–Control Study of Possession and Common Mental Disorders in Rural Nepal","year":2014,"lang":"en","type":"article","venue":"Culture Medicine and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Possession (linguistics); Socioeconomics; Geography; Control (management); Environmental health; Psychology; Medicine; Sociology; Computer science; Linguistics; Artificial intelligence; Philosophy","score_opus":0.010310162331635817,"score_gpt":0.386490980372019,"score_spread":0.37618081804038317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066333455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98562557,0.0074838493,0.00007587406,0.0019709608,0.0013308998,0.0009945615,0.000022779235,0.00002186246,0.0024736454],"genre_scores_gemma":[0.99853647,0.00011675412,0.00028212796,0.00060983014,0.00018117114,0.000060072798,0.000032073593,0.000017210717,0.00016431909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820423,0.0005783047,0.00046403092,0.00033328313,0.00014488715,0.0002752563],"domain_scores_gemma":[0.9992749,0.00015182942,0.00018404232,0.00021610824,0.000014877151,0.00015821897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005435738,0.00025776814,0.0005265868,0.000103421204,0.00019006329,0.0000122751435,0.00009586409,0.00014770645,0.0001298696],"category_scores_gemma":[0.00001288546,0.0001674232,0.000031677137,0.00019904067,0.00012920705,0.00007956003,0.00003074719,0.00023530054,0.0000013314274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068820623,0.0018234972,0.7539107,0.00022413206,0.00012698719,0.000025016112,0.026766868,9.789578e-8,0.00060841936,0.0003568,0.009575973,0.20589326],"study_design_scores_gemma":[0.046913434,0.010206514,0.617594,0.00065962103,0.00043873346,0.0006279345,0.3175851,0.00017081617,0.000027124617,0.0017319956,0.0034509005,0.00059380056],"about_ca_topic_score_codex":0.0025047672,"about_ca_topic_score_gemma":0.004140553,"teacher_disagreement_score":0.29081824,"about_ca_system_score_codex":0.000014126421,"about_ca_system_score_gemma":0.0000063337743,"threshold_uncertainty_score":0.682732},"labels":[],"label_agreement":null},{"id":"W2066597951","doi":"10.1002/gps.1662","title":"Old age mental health services in England: implementing the National Service Framework for Older People","year":2006,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of the United Kingdom","keywords":"Mental health; Service (business); Quarter (Canadian coin); Medicine; Work (physics); Older people; Social work; Rehabilitation; Long-term care; Software deployment; Gerontology; Nursing; Psychiatry; Business; Geography; Political science","score_opus":0.014411246201624026,"score_gpt":0.3738930248642728,"score_spread":0.35948177866264874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066597951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94349843,0.0017459563,0.0006571534,0.040895067,0.011109851,0.00066344935,0.00016982881,0.00001715526,0.0012431247],"genre_scores_gemma":[0.9828301,0.00005526219,0.0051254663,0.0070038913,0.004547366,0.000050299284,0.00013012711,0.000024061083,0.0002334435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769753,0.00010824616,0.0009857119,0.00020760627,0.00062680873,0.00037411405],"domain_scores_gemma":[0.9983692,0.0002218991,0.0009975373,0.000097647906,0.0002468543,0.00006686631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009913441,0.00017064565,0.00024398563,0.00032149546,0.0002174866,0.000101667494,0.00064467854,0.00008270478,0.0004226191],"category_scores_gemma":[0.0000055045166,0.00012823487,0.00015316844,0.00032954136,0.000011427533,0.00021340123,0.00006107249,0.00025326826,0.000017599172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027111287,0.004263334,0.7544532,0.00048558347,0.0009936081,0.00003667404,0.029180713,0.00015452743,0.00003929336,0.12909937,0.049176294,0.0294063],"study_design_scores_gemma":[0.009416225,0.0002320627,0.88987195,0.00036829957,0.000034226214,0.00023886356,0.0033907944,0.000118961434,0.000008557357,0.051028974,0.0450385,0.00025255303],"about_ca_topic_score_codex":0.0015230677,"about_ca_topic_score_gemma":0.004219193,"teacher_disagreement_score":0.13541882,"about_ca_system_score_codex":0.00024607388,"about_ca_system_score_gemma":0.00012448637,"threshold_uncertainty_score":0.5229266},"labels":[],"label_agreement":null},{"id":"W2066962607","doi":"10.1002/chp.1340230507","title":"Short-term educational intervention improves family physicians' knowledge of depression","year":2003,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal General Hospital; Medtronic (Canada); Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Depression (economics); Intervention (counseling); Test (biology); Medicine; Family medicine; Educational program; Primary care; Psychiatry; Psychology","score_opus":0.04129457041643698,"score_gpt":0.4677100349137453,"score_spread":0.4264154644973083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066962607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800469,0.007949123,0.00009947349,0.0019668445,0.0057197567,0.0006490156,0.0000027331253,0.000004476791,0.0035616679],"genre_scores_gemma":[0.9965796,0.000105182764,0.00033500316,0.00030300615,0.00028973728,0.00007791874,0.000010373997,0.000012710932,0.0022865017],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971118,0.0012336512,0.001089939,0.00013795125,0.00018025069,0.00024638613],"domain_scores_gemma":[0.99795264,0.00041899105,0.0010849293,0.00023090154,0.00023208527,0.00008045907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017980579,0.00011954425,0.00028354838,0.0002753418,0.00018318786,0.000014894547,0.00026615817,0.00007626203,0.00009746969],"category_scores_gemma":[0.000097307144,0.00008139896,0.00011908552,0.00029170862,0.000043730855,0.00020194257,0.00001605081,0.00039442666,0.000009631845],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012927383,0.0058695017,0.10574983,0.0003546291,0.000029867588,5.560118e-7,0.058804844,4.8305384e-7,0.0005965072,0.0055275722,0.014770586,0.8081663],"study_design_scores_gemma":[0.0009026117,0.00026744264,0.9275122,0.003555323,0.00002684568,0.000027175225,0.0635046,0.0000016028197,0.00018230635,0.0021890735,0.0017410875,0.00008968319],"about_ca_topic_score_codex":0.000056425088,"about_ca_topic_score_gemma":0.000026410346,"teacher_disagreement_score":0.82176244,"about_ca_system_score_codex":0.00014233163,"about_ca_system_score_gemma":0.00047431418,"threshold_uncertainty_score":0.33193532},"labels":[],"label_agreement":null},{"id":"W2067241358","doi":"10.1007/s00127-004-0698-8","title":"Rural?urban differences in the prevalence of major depression and associated impairment","year":2004,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":194,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Environmental health; Medicine; Rural area; Marital status; Depression (economics); Public health; Gerontology; Population; Demography; Psychiatry","score_opus":0.036695085945176016,"score_gpt":0.36805601185704784,"score_spread":0.33136092591187183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067241358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654571,0.02106591,0.000025334944,0.009769705,0.0014717259,0.0006770151,0.000045093937,0.00002599173,0.0014621284],"genre_scores_gemma":[0.9967294,0.0010352366,0.00024353569,0.0013508286,0.0003623102,0.00010929984,0.000014377441,0.000012086886,0.0001429512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968947,0.0012038731,0.00079822534,0.00044008327,0.0001284182,0.00053466327],"domain_scores_gemma":[0.998549,0.00062964356,0.0005012253,0.00021161494,0.000018779232,0.000089751564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016086801,0.00025558306,0.000566727,0.00013931016,0.00045263115,0.000008499191,0.0002775134,0.00034154952,0.0001199078],"category_scores_gemma":[0.000059630467,0.00017039743,0.00010668194,0.0003832861,0.00030148588,0.00007814822,0.000048806774,0.00036142935,0.000007058951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019893238,0.00071392255,0.9615934,0.00024779054,0.000053395015,0.0000013365697,0.0026672902,1.9511126e-7,0.000001264774,0.031243421,0.0013711246,0.0019079341],"study_design_scores_gemma":[0.0025672123,0.0005490684,0.9352739,0.00007038427,0.00009310143,0.000013335917,0.0018433551,0.0000016119053,3.7267725e-7,0.05939872,0.00003605544,0.00015292209],"about_ca_topic_score_codex":0.0011245771,"about_ca_topic_score_gemma":0.00028335393,"teacher_disagreement_score":0.031272277,"about_ca_system_score_codex":0.000034117962,"about_ca_system_score_gemma":0.000039606653,"threshold_uncertainty_score":0.6948606},"labels":[],"label_agreement":null},{"id":"W2067645298","doi":"10.1080/15298868.2011.647831","title":"Cognitive Representations in a Self-regulation Model of Depression: Effects of Self–Other Distinctions, Symptom Severity and Personal Experiences with Depression","year":2012,"lang":"en","type":"article","venue":"Self and Identity","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Helpfulness; Depression (economics); Cognition; Clinical psychology; Context (archaeology); Situational ethics; Self; Cognitive bias; Psychiatry; Social psychology","score_opus":0.017047973473158756,"score_gpt":0.34863072095961417,"score_spread":0.33158274748645544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067645298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99719775,0.0010586185,0.00050495384,0.000007372634,0.00010498313,0.0004303612,0.000011472264,0.000027253314,0.00065725995],"genre_scores_gemma":[0.99929714,0.000036675396,0.0004236341,0.000012521695,0.000029065126,0.0001238189,0.00000913055,0.000006695346,0.00006129923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991989,0.000114346825,0.0001810129,0.00020333781,0.00015398537,0.00014843028],"domain_scores_gemma":[0.9995513,0.00011520278,0.00013720189,0.00008400921,0.000039633946,0.00007268271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012680965,0.00009789955,0.0001602618,0.0000729309,0.00014043933,0.000012727544,0.00003655982,0.00006472751,0.00006255687],"category_scores_gemma":[0.000009760601,0.000076500306,0.000018969075,0.0001269981,0.00006701395,0.000587253,0.000038647715,0.00006009746,0.0000013831111],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012890525,0.0007311079,0.94680434,0.00019638677,0.000049899645,7.825721e-7,0.050881922,7.516059e-7,0.00008657573,0.00013550693,0.000016077327,0.00096774683],"study_design_scores_gemma":[0.0013514069,0.00006767875,0.9887182,0.00014405252,0.00009236762,0.000007835579,0.00664338,0.0012058916,0.0015743307,0.0001079656,0.0000017999599,0.00008509648],"about_ca_topic_score_codex":0.0006757691,"about_ca_topic_score_gemma":0.00013996952,"teacher_disagreement_score":0.044238545,"about_ca_system_score_codex":0.000019443907,"about_ca_system_score_gemma":0.000011868157,"threshold_uncertainty_score":0.31195918},"labels":[],"label_agreement":null},{"id":"W2068015102","doi":"10.1177/0020764010387058","title":"The internalized stigma experienced by members of a mental health advocacy group in South Africa","year":2010,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Empowerment; Psychology; Stigma (botany); Mental illness; Mental health; Clinical psychology; Social alienation; Anxiety; Devaluation; Social stigma; Psychiatry; Alienation; Social psychology; Medicine","score_opus":0.016886410239508653,"score_gpt":0.3837996540010232,"score_spread":0.3669132437615146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068015102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97317636,0.0012081836,0.000034963577,0.008345566,0.013749116,0.00020740204,0.000043265292,0.0000071505256,0.003227983],"genre_scores_gemma":[0.99816567,0.000042033054,0.00031855635,0.00041376575,0.0006453274,0.00001437123,0.000010121165,0.000014581951,0.00037557195],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99798715,0.00013414386,0.00090666604,0.00014368047,0.00056436233,0.00026401735],"domain_scores_gemma":[0.99855363,0.000072345654,0.0010651415,0.00009382266,0.00010693334,0.00010813646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005848497,0.00013567922,0.00025402496,0.00014715244,0.00019362783,0.00004323748,0.00071913213,0.00008331329,0.00068837526],"category_scores_gemma":[0.000020089641,0.00009930251,0.0001805922,0.00013060393,0.00016918819,0.00015159455,0.00005027117,0.00044046002,0.000009054194],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011624179,0.0054293233,0.24707101,0.00005854142,0.0015363112,0.000047435697,0.406555,0.0000012326706,0.0027128253,0.060842924,0.15791567,0.10620555],"study_design_scores_gemma":[0.05737145,0.0034874384,0.34461412,0.00095468335,0.0001033438,0.00037682036,0.32429403,0.000059277216,0.00059046946,0.018355329,0.248503,0.0012900383],"about_ca_topic_score_codex":0.00027146612,"about_ca_topic_score_gemma":0.00030000083,"teacher_disagreement_score":0.104915515,"about_ca_system_score_codex":0.000118298165,"about_ca_system_score_gemma":0.00013335142,"threshold_uncertainty_score":0.7537226},"labels":[],"label_agreement":null},{"id":"W2068235037","doi":"10.1353/rhe.2013.0073","title":"Difficulties for University Students with Mental Health Problems: A Critical Interpretive Synthesis","year":2013,"lang":"en","type":"article","venue":"Review of higher education/˜The œreview of higher education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Psychology; Stigma (botany); Higher education; Social psychology; Developmental psychology; Psychotherapist; Psychiatry","score_opus":0.021491229539399734,"score_gpt":0.4089846265293063,"score_spread":0.38749339698990654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068235037","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051468736,0.9109418,0.000009653529,0.070008434,0.0024483548,0.008309514,0.00010736372,0.00003201658,0.0029960028],"genre_scores_gemma":[0.44153664,0.4624436,0.0025901098,0.023348283,0.0005654176,0.008216618,0.0004561349,0.00010676543,0.060736433],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973734,0.000587598,0.0008877253,0.00042800524,0.00039469745,0.0003285473],"domain_scores_gemma":[0.997126,0.00058348605,0.0008713179,0.0006328881,0.0006154536,0.00017089333],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005043111,0.00030749518,0.0007986437,0.000103107326,0.00023572761,0.000021978109,0.00061547634,0.000059193488,0.007905309],"category_scores_gemma":[0.000053402095,0.00020109072,0.00021057823,0.00044002794,0.00026885822,0.00027698022,0.000057736896,0.00012757472,0.00012929329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054826145,0.006168075,0.004448254,0.17917052,0.0003226335,9.083084e-8,0.001515368,3.208304e-8,0.0000052985006,0.019875856,0.7395724,0.04886663],"study_design_scores_gemma":[0.000345532,0.0005721245,0.14439383,0.32251543,0.0007472826,0.000011496481,0.0017398387,1.371481e-7,0.000016211943,0.00028663996,0.5289702,0.00040128417],"about_ca_topic_score_codex":0.00054881966,"about_ca_topic_score_gemma":0.0000076216347,"teacher_disagreement_score":0.4484982,"about_ca_system_score_codex":0.0003869308,"about_ca_system_score_gemma":0.0005721641,"threshold_uncertainty_score":0.9930016},"labels":[],"label_agreement":null},{"id":"W2068739251","doi":"10.1176/appi.ap.34.6.433","title":"Canadian Residents Teaching and Learning Psychiatry in Ethiopia: A Grounded Theory Analysis Focusing On Their Experiences","year":2010,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University Health Network","funders":"","keywords":"Grounded theory; Medical education; Perspective (graphical); Qualitative research; Psychology; Cross-cultural; Intersection (aeronautics); Medicine; Sociology; Social science","score_opus":0.01759232812175804,"score_gpt":0.35338286550215675,"score_spread":0.3357905373803987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068739251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9719177,0.00171559,0.00001622644,0.0044342545,0.004208523,0.0003212237,0.000005221968,0.000070569695,0.017310718],"genre_scores_gemma":[0.994785,0.00004387645,0.0006231586,0.00291621,0.000565047,0.00011297263,0.000018052571,0.00003425885,0.00090142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996948,0.000821951,0.00053223124,0.0007169476,0.00021755461,0.00076328375],"domain_scores_gemma":[0.9986884,0.0003466931,0.00022097799,0.00036915467,0.000011648079,0.00036311007],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00200346,0.00031736898,0.0003750847,0.00096661143,0.0010007881,0.000062619154,0.00042772587,0.0006203891,0.00048739868],"category_scores_gemma":[0.00007730176,0.00027373078,0.00010962593,0.0006126866,0.000109846646,0.0002457597,0.000050784187,0.0048549552,0.00004872944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014835608,0.000092516464,0.9094209,0.000025165617,0.00018943909,0.0000063152906,0.0263024,0.000002854497,0.00003319499,0.044817377,0.00041573154,0.01854575],"study_design_scores_gemma":[0.0013662301,0.00015684552,0.9026856,0.00016918589,0.00015430166,0.00002700348,0.06574751,0.000056563207,0.000009131513,0.028384142,0.00077560375,0.0004678807],"about_ca_topic_score_codex":0.09107278,"about_ca_topic_score_gemma":0.20407127,"teacher_disagreement_score":0.112998486,"about_ca_system_score_codex":0.000115841336,"about_ca_system_score_gemma":0.00016143976,"threshold_uncertainty_score":0.9999715},"labels":[],"label_agreement":null},{"id":"W2069273617","doi":"10.3390/ijerph111010384","title":"Measuring Quality of Mental Health Care: An International Comparison","year":2014,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institutes of Health; National Center for Advancing Translational Sciences; Center for Mental Health Services; U.S. Department of Health and Human Services","keywords":"Mental health; Addiction; Mental health care; Quality (philosophy); Political science; Nursing; Medicine; Psychiatry","score_opus":0.2909504577477992,"score_gpt":0.5377049595839559,"score_spread":0.24675450183615671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069273617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98025465,0.0021272877,0.00020653842,0.013128571,0.001343855,0.00027245036,0.00016459638,0.0000067659425,0.0024952574],"genre_scores_gemma":[0.99730873,0.0009205841,0.00047081744,0.00061106443,0.0004167222,0.000007295427,0.00013895669,0.000014706875,0.00011109948],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952149,0.0011257358,0.0011473028,0.00025725603,0.0017556356,0.00049920694],"domain_scores_gemma":[0.9979486,0.000217548,0.0007804345,0.00018681241,0.00015013923,0.0007164961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047566523,0.00013158134,0.0003644613,0.0004555849,0.00024799418,0.00008703758,0.0006772945,0.000057975234,0.00074213516],"category_scores_gemma":[0.0000884294,0.00011672029,0.00007414129,0.00008485744,0.000245621,0.00052002753,0.00016047354,0.00043238697,0.000018421862],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073595095,0.00326035,0.25162497,0.000054930868,0.00024335342,0.0000051764114,0.009899573,0.0000015618572,0.00023179744,0.0072765993,0.0012400582,0.72542566],"study_design_scores_gemma":[0.004976723,0.0048263553,0.89974475,0.00013352021,0.0000023133616,0.00010052563,0.019159429,0.00006261136,0.00015052853,0.0005429923,0.0701173,0.00018296095],"about_ca_topic_score_codex":0.0010045858,"about_ca_topic_score_gemma":0.00015501784,"teacher_disagreement_score":0.7252427,"about_ca_system_score_codex":0.0009807431,"about_ca_system_score_gemma":0.00018899037,"threshold_uncertainty_score":0.81258595},"labels":[],"label_agreement":null},{"id":"W2069377656","doi":"10.4236/health.2014.68089","title":"Why Can’t Canada Spend More on Mental Health?","year":2014,"lang":"en","type":"article","venue":"Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Mental Health Association; University of Toronto","funders":"","keywords":"Mental health; Mental illness; Stigma (botany); Investment (military); Social stigma; Economic growth; Psychiatry; Developing country; Business; Psychology; Development economics; Medicine; Political science; Economics; Family medicine","score_opus":0.05015822907415467,"score_gpt":0.4049281743191183,"score_spread":0.35476994524496364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069377656","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39285547,0.001982524,0.00002199823,0.5644731,0.00567079,0.001917982,0.0003696836,0.00013350256,0.03257499],"genre_scores_gemma":[0.72615415,0.00005913322,0.00006637502,0.27003038,0.00026252706,0.00004795096,0.00022794197,0.0000291465,0.003122389],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978781,0.00025046215,0.00037525748,0.0003872783,0.0003042711,0.000804681],"domain_scores_gemma":[0.9987736,0.000060296068,0.00019473236,0.0003775315,0.000010818841,0.0005830342],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027897104,0.00019267503,0.00031624877,0.00006074821,0.00052613334,0.000013222827,0.00016004071,0.000046713896,0.0013523601],"category_scores_gemma":[0.0000042058928,0.00017012,0.000031771164,0.000116809315,0.000028322185,0.000028355746,0.00002331293,0.0001903309,0.00014740297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007496712,0.00018456278,0.0037780127,0.000116942785,0.000014747455,0.0000072176495,0.0012877091,6.808806e-7,2.793392e-7,0.0039768973,0.9272571,0.06330083],"study_design_scores_gemma":[0.0018089941,0.0011099507,0.063152164,0.000111875175,0.0000024689814,0.0000209794,0.0008809403,0.00002878192,0.00001548078,0.00010257032,0.93255574,0.00021006513],"about_ca_topic_score_codex":0.94195527,"about_ca_topic_score_gemma":0.91515017,"teacher_disagreement_score":0.3332987,"about_ca_system_score_codex":0.0011495544,"about_ca_system_score_gemma":0.0004950759,"threshold_uncertainty_score":0.99956053},"labels":[],"label_agreement":null},{"id":"W2069460257","doi":"10.1111/cpsp.12094","title":"The benchmarking strategy has a role to play across cultures.","year":2015,"lang":"en","type":"article","venue":"Clinical Psychology Science and Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Benchmarking; Business; Process management; Knowledge management; Computer science; Marketing","score_opus":0.42857070501582856,"score_gpt":0.6431274042954375,"score_spread":0.2145566992796089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069460257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68539554,0.0022382198,0.00008065064,0.058541227,0.0063635428,0.00071345246,0.000008416276,0.00005602948,0.24660292],"genre_scores_gemma":[0.9718213,0.00014315506,0.0005301206,0.025520664,0.0005391973,0.00006129588,0.0000021486417,0.000008845802,0.0013732695],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969407,0.0006430841,0.00052915706,0.0007745272,0.000388456,0.0007240904],"domain_scores_gemma":[0.9954067,0.0028597033,0.00023929305,0.0005559702,0.00027996066,0.00065839756],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0129486425,0.0001496952,0.00020216702,0.000039173803,0.0015200598,0.0003523004,0.0006887105,0.00017663183,0.00007437813],"category_scores_gemma":[0.0033045732,0.00009319233,0.000038063197,0.00060443615,0.00204901,0.0006039154,0.00017930722,0.00048200806,0.0007966448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027085156,0.00085344317,0.01631046,0.0000028179106,0.00006083672,0.000098236735,0.00839958,0.0000045358042,0.00006122694,0.0065010064,0.16348685,0.8015125],"study_design_scores_gemma":[0.0015568895,0.0017711606,0.15049799,0.00000930222,0.000025359486,0.00021186295,0.010002353,0.000030307745,0.0000059795475,0.0020313011,0.83367485,0.00018264967],"about_ca_topic_score_codex":0.000181283,"about_ca_topic_score_gemma":0.000117935946,"teacher_disagreement_score":0.80132985,"about_ca_system_score_codex":0.000037157584,"about_ca_system_score_gemma":0.0001473404,"threshold_uncertainty_score":0.99998134},"labels":[],"label_agreement":null},{"id":"W2069932162","doi":"10.1016/j.jad.2011.05.013","title":"Rural–urban differences in stigma against depression and agreement with health professionals about treatment","year":2011,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Stigma (botany); Vignette; Rural area; Logistic regression; Depression (economics); Psychology; Population; Clinical psychology; Psychiatry; Medicine; Gerontology; Demography; Environmental health; Social psychology","score_opus":0.03060229162438956,"score_gpt":0.352755530692611,"score_spread":0.32215323906822146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069932162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901779,0.0053746738,0.000040717634,0.0003400274,0.0002795645,0.00078969117,0.000005831782,0.0000065529534,0.0029850036],"genre_scores_gemma":[0.9984858,0.00083131925,0.00011576235,0.00022725899,0.000037412185,0.00007008023,0.0000040905597,0.000012706982,0.00021558482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986115,0.00031224644,0.0003762912,0.00018705432,0.00020357501,0.0003093167],"domain_scores_gemma":[0.9990694,0.00011460475,0.00049697404,0.00011048324,0.000038275422,0.00017028532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024029207,0.00020637197,0.00039897053,0.00020975826,0.00016439267,0.000012163225,0.00009827144,0.00005730041,0.00017912991],"category_scores_gemma":[0.0000066713083,0.00011731558,0.000052268257,0.00014508741,0.000071687435,0.00017026452,0.000020373978,0.00015757601,0.0000047055296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077680236,0.0015671997,0.7505401,0.000030925792,0.00011476872,0.000022179707,0.0128454985,3.0997336e-7,0.0000060255547,0.00007403616,0.0002684508,0.23375373],"study_design_scores_gemma":[0.0046510445,0.0037260887,0.9791424,0.0005820698,0.000021925709,0.000011309822,0.01143072,0.0000035592668,0.00007324721,0.00018195825,0.00005530079,0.0001203432],"about_ca_topic_score_codex":0.0013550394,"about_ca_topic_score_gemma":0.0018646051,"teacher_disagreement_score":0.23363338,"about_ca_system_score_codex":0.00019104396,"about_ca_system_score_gemma":0.0000665426,"threshold_uncertainty_score":0.47839907},"labels":[],"label_agreement":null},{"id":"W2070107995","doi":"10.4088/jcp.09m05776blu","title":"Antidepressant Use in the Absence of Common Mental Disorders in the General Population","year":2011,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Psychiatry; Antidepressant; Medicine; Mental health; Population; Suicide prevention; Poison control; Cross-sectional study; Odds ratio; Injury prevention; Psychology; Clinical psychology; Medical emergency; Environmental health; Internal medicine","score_opus":0.1462595991831163,"score_gpt":0.47328383782442784,"score_spread":0.3270242386413116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070107995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924751,0.0005194099,0.0000063520893,0.0025286467,0.0020259765,0.0003494027,0.000004301333,0.0000018997904,0.0020889076],"genre_scores_gemma":[0.9980499,0.00029878394,0.00015485377,0.0012295288,0.00022785933,0.0000036008278,0.0000025002448,0.000007061617,0.000025904474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964494,0.0016490917,0.0013513728,0.000093722956,0.00027840465,0.00017797375],"domain_scores_gemma":[0.99803036,0.00077436137,0.0008094882,0.0003390185,0.000014166503,0.000032610384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003772074,0.000101085694,0.00028435138,0.000059782065,0.000079783786,0.0000104381725,0.0006926135,0.00008090446,0.00010669219],"category_scores_gemma":[0.00003543433,0.000043145646,0.00015146202,0.000175806,0.00012596157,0.00015269898,0.000026573294,0.00056833756,0.0000067553933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092764216,0.0015448396,0.9865653,0.000007592327,0.000025229509,0.0000035459555,0.0029661583,0.0000048330976,7.658749e-7,0.0016787627,0.0014451948,0.0048301495],"study_design_scores_gemma":[0.0015100264,0.00044278867,0.98779577,0.000058523397,0.000028354418,0.000027422393,0.002178986,0.00002304235,8.531804e-7,0.007787374,0.00010030186,0.00004654197],"about_ca_topic_score_codex":0.0024284397,"about_ca_topic_score_gemma":0.0041943784,"teacher_disagreement_score":0.006108611,"about_ca_system_score_codex":0.000009195306,"about_ca_system_score_gemma":0.00001641126,"threshold_uncertainty_score":0.36710903},"labels":[],"label_agreement":null},{"id":"W2070407112","doi":"10.1111/jocn12346","title":"Towards the development of a gender‐sensitive measure of women's mental health","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Scale (ratio); Psychology; Clinical psychology; Concurrent validity; Psychiatry; Psychometrics; Internal consistency","score_opus":0.16462809948382418,"score_gpt":0.49487957848869524,"score_spread":0.33025147900487106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070407112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98895055,0.00055972795,0.0003436989,0.004522098,0.0018127621,0.0003654941,0.000003340632,0.0000038315347,0.00343849],"genre_scores_gemma":[0.99538094,0.000031350395,0.003737315,0.00055044034,0.00022396496,0.000004808136,0.00000142264,0.0000114710265,0.000058264835],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962024,0.0005506354,0.0022726483,0.00013093393,0.00048138553,0.00036195817],"domain_scores_gemma":[0.9970996,0.00034828065,0.0018878854,0.00014658051,0.00024260166,0.00027504406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033869392,0.00012416694,0.00070390844,0.000080826794,0.00013969064,0.000010280409,0.00021340766,0.00009369751,0.0003650082],"category_scores_gemma":[0.00009952205,0.000074618154,0.00020656928,0.00013022423,0.00019958254,0.0001127392,0.00002214327,0.00035312056,0.000017471459],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008503529,0.0017635907,0.005676717,0.000058764406,0.00037098807,0.000004375827,0.041903023,7.046745e-7,0.00009396185,0.00048292158,0.0029526572,0.94584197],"study_design_scores_gemma":[0.0059646145,0.0028337268,0.93283343,0.0014140154,0.00006928147,0.00011613951,0.050791234,0.000022838773,0.0014283657,0.0027319815,0.0015906249,0.00020374716],"about_ca_topic_score_codex":0.000031023425,"about_ca_topic_score_gemma":0.0000032529776,"teacher_disagreement_score":0.9456382,"about_ca_system_score_codex":0.00030763142,"about_ca_system_score_gemma":0.00036754512,"threshold_uncertainty_score":0.39965838},"labels":[],"label_agreement":null},{"id":"W2072060515","doi":"10.1037/a0036476","title":"A national survey of student extended health insurance programs in postsecondary institutions in Canada: Limited support for students with mental health problems.","year":2014,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; University of Manitoba","funders":"","keywords":"Mental health; Postsecondary education; Psychology; Medical education; Higher education; Applied psychology; Psychiatry; Political science; Medicine; Law","score_opus":0.1493765033941462,"score_gpt":0.4313402222846558,"score_spread":0.2819637188905096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072060515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97989565,0.0005399443,0.000020508347,0.007647757,0.0017839739,0.0048261355,0.002781972,0.000030885407,0.0024731578],"genre_scores_gemma":[0.9828802,0.00007610692,0.00025534842,0.013044403,0.00003534444,0.0012751912,0.002201428,0.000055646862,0.00017638033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99385536,0.0007184167,0.0014757265,0.0012314798,0.00040535515,0.0023136432],"domain_scores_gemma":[0.9969425,0.00016435528,0.0006106037,0.0006865736,0.00024572152,0.001350218],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028217887,0.00048717417,0.0009805349,0.0010856311,0.00030701293,0.000027736109,0.0010017087,0.0002143907,0.00017140692],"category_scores_gemma":[0.00006970095,0.00048254814,0.00006233833,0.0014387473,0.00027387173,0.00014670995,0.000036998623,0.0005131284,0.000011219652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00045209072,0.0011240719,0.94411486,0.000097024415,0.00010662105,0.000049639115,0.0019343029,0.000022591024,0.0000014945821,0.00088023435,0.010839018,0.04037802],"study_design_scores_gemma":[0.007864877,0.002440859,0.98125935,0.00020807836,0.000003453192,0.00006229432,0.0007889726,0.000008752304,3.7895973e-7,0.00010522576,0.0068763373,0.00038142386],"about_ca_topic_score_codex":0.9945261,"about_ca_topic_score_gemma":0.99997675,"teacher_disagreement_score":0.039996598,"about_ca_system_score_codex":0.007349932,"about_ca_system_score_gemma":0.009679661,"threshold_uncertainty_score":0.9997626},"labels":[],"label_agreement":null},{"id":"W2073558010","doi":"10.1192/bjp.bp.112.113134","title":"Drop out from out-patient mental healthcare in the World Health Organization's World Menta Health Survey initiative","year":2012,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fogarty International Center; National Institute on Drug Abuse; Medical Research Council; Public Health Agency; National Institute of Mental Health; World Health Organization","keywords":"Mental health; Drop out; Drop (telecommunication); Medicine; Health care; Socioeconomics; Psychology; Environmental health; Psychiatry; Economic growth; Demographic economics; Sociology; Economics","score_opus":0.06316416997726636,"score_gpt":0.3804268237820128,"score_spread":0.31726265380474644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073558010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7558745,0.07298078,0.00006603454,0.14204876,0.023465833,0.0020729084,0.0011240145,0.000039587285,0.0023275914],"genre_scores_gemma":[0.9628287,0.0006968867,0.0003364511,0.033967957,0.0012278914,0.000020093446,0.0003540314,0.000054961518,0.00051304296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932199,0.0035309412,0.0014683687,0.00026567458,0.0006498398,0.0008652477],"domain_scores_gemma":[0.9971773,0.0003927899,0.0015553782,0.00036252555,0.00011864445,0.000393356],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030649402,0.00027489522,0.0005766836,0.0002158101,0.001260733,0.00019964024,0.0006871213,0.000061956445,0.0009964268],"category_scores_gemma":[0.00002934694,0.00020495047,0.00011795418,0.000847932,0.000102564445,0.00037087346,0.00008039002,0.0009492498,0.00012593172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022579441,0.001852017,0.5778345,0.000037981412,0.0001646846,0.000018918321,0.032399427,6.6900276e-7,3.428065e-7,0.0008667565,0.35758054,0.02901841],"study_design_scores_gemma":[0.0024166082,0.000543563,0.9740892,0.0007017282,0.000025787434,0.0002707246,0.015503935,8.167639e-7,0.0000046645337,0.00090454554,0.0053169876,0.00022146098],"about_ca_topic_score_codex":0.017845642,"about_ca_topic_score_gemma":0.27091533,"teacher_disagreement_score":0.39625472,"about_ca_system_score_codex":0.00055477314,"about_ca_system_score_gemma":0.00038244674,"threshold_uncertainty_score":0.9999168},"labels":[],"label_agreement":null},{"id":"W2073690683","doi":"10.1007/s00127-009-0078-5","title":"Public sector mental health systems in South Africa: inter-provincial comparisons and policy implications","year":2009,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":223,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Legislation; Public health; Population; Public sector; Medicine; Environmental health; Health policy; Psychiatry; Nursing; Political science; Law","score_opus":0.12593715652462353,"score_gpt":0.42018286646379105,"score_spread":0.29424570993916754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073690683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55612016,0.056087017,0.0007042389,0.3594693,0.0069327047,0.0025781102,0.0005533153,0.00023862066,0.017316578],"genre_scores_gemma":[0.99089944,0.00028137365,0.00064543873,0.0054471786,0.0022110306,0.00012816051,0.0001150391,0.000024543002,0.0002478028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99533826,0.0013540093,0.0012332402,0.00083207083,0.00009330849,0.0011491005],"domain_scores_gemma":[0.9983691,0.00025358875,0.0006305716,0.00029561511,0.000028021628,0.00042307613],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013413118,0.00038378002,0.00096440164,0.0005697144,0.0010971489,0.00003972087,0.00026020964,0.00040400756,0.000061794046],"category_scores_gemma":[0.00005512569,0.00035894857,0.00012958364,0.00083393714,0.00022462358,0.00013365834,0.00005840655,0.00055151165,0.000032061293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001578616,0.00057822675,0.5561571,0.00007446474,0.00005302206,4.924893e-7,0.004673473,2.3866275e-7,6.056678e-7,0.38734463,0.0373558,0.013604081],"study_design_scores_gemma":[0.0025293445,0.0008611365,0.9509009,0.000025473671,0.00002496858,0.00003559004,0.003809382,0.000027138538,1.4036488e-8,0.030592008,0.010849078,0.00034497897],"about_ca_topic_score_codex":0.0017533648,"about_ca_topic_score_gemma":0.0008640587,"teacher_disagreement_score":0.4347793,"about_ca_system_score_codex":0.00017994239,"about_ca_system_score_gemma":0.00023953649,"threshold_uncertainty_score":0.9998863},"labels":[],"label_agreement":null},{"id":"W2073715407","doi":"10.1176/ps.2008.59.10.1099","title":"Datapoints: Rates and Patterns of Treatment Seeking by Individuals With Mood and Anxiety Disorders","year":2008,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Panic disorder; Agoraphobia; Anxiety; Mood; Psychiatry; Generalized anxiety disorder; Mental health; Depression (economics); Panic; Psychology; Anxiety disorder; Mood disorders; Medicine; Psychotherapist","score_opus":0.013023160248533594,"score_gpt":0.30066350354525073,"score_spread":0.2876403432967171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073715407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99131364,0.005984204,0.000014145682,0.00036157094,0.0001291491,0.0004444842,0.00022670343,0.000029918245,0.0014961637],"genre_scores_gemma":[0.9937406,0.005273853,0.0003193611,0.00022205179,0.00004466659,0.00006670762,0.00015631382,0.000019586105,0.00015683463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895346,0.000056950557,0.00023825056,0.0003865932,0.0001142052,0.00025051244],"domain_scores_gemma":[0.99941593,0.00005630907,0.00018481819,0.00023157088,0.000012086624,0.00009928399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006318864,0.0002111122,0.0002466161,0.00009052799,0.000208906,0.000019400333,0.00011537471,0.00006377915,0.0001389839],"category_scores_gemma":[3.1469983e-7,0.0001493289,0.000021966725,0.00017436735,0.00004373168,0.00017028024,0.000036486817,0.000052184947,0.000006538051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007530656,0.00035371893,0.98642105,0.00016219067,0.00012463891,8.7492106e-7,0.0027911677,1.8930504e-7,0.0000065146696,0.000050811024,0.0001301273,0.009883409],"study_design_scores_gemma":[0.0043937266,0.0011579752,0.98776203,0.000031069387,0.00014327253,0.000046834313,0.0029422902,0.000023285547,0.000060990536,0.00015049723,0.0030484858,0.00023951997],"about_ca_topic_score_codex":0.003853026,"about_ca_topic_score_gemma":0.0008230927,"teacher_disagreement_score":0.009643889,"about_ca_system_score_codex":0.000016339332,"about_ca_system_score_gemma":0.000008930161,"threshold_uncertainty_score":0.6089456},"labels":[],"label_agreement":null},{"id":"W2075013084","doi":"10.1016/s0010-440x(00)90139-1","title":"The specificity of epidemiological correlates of major depression","year":2000,"lang":"en","type":"article","venue":"Comprehensive Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"CIDI; Psychiatry; Depression (economics); Epidemiology; Mental illness; Population; Mood disorders; Mental health; Mood; Psychiatric epidemiology; Medicine; Clinical psychology; Psychology; Etiology; National Comorbidity Survey; Anxiety; Internal medicine; Environmental health","score_opus":0.04208717621008274,"score_gpt":0.35729598745141117,"score_spread":0.31520881124132843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075013084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9618443,0.013348909,0.000024819432,0.00056691194,0.0018219643,0.00037469642,0.000019159557,0.000026250382,0.021972984],"genre_scores_gemma":[0.99757373,0.00030907048,0.00043009708,0.00023738034,0.00013529426,0.000024643443,0.000012224317,0.000011185443,0.0012663451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984528,0.0002866222,0.0005838245,0.00026679627,0.00013113547,0.0002788159],"domain_scores_gemma":[0.99842805,0.0007133339,0.00026216215,0.00045853018,0.00006451262,0.00007344183],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014618905,0.0001582269,0.0003517454,0.000032122814,0.00021116296,0.0000045888,0.00030618036,0.00013112667,0.0035220028],"category_scores_gemma":[0.000011654231,0.0000930516,0.00014932344,0.00014146336,0.000260642,0.000030961626,0.000039257455,0.00018398585,0.00022842818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013998698,0.0007144944,0.86263895,0.00007360735,0.00013304134,0.0000033958197,0.00022423164,0.000016854694,0.00015227684,0.0150030935,0.02068799,0.098952204],"study_design_scores_gemma":[0.0010583214,0.0002506607,0.9827839,0.000082272265,0.000034944154,0.000012616266,0.00047775728,0.000031598465,0.00016729461,0.009890427,0.0051013767,0.00010883031],"about_ca_topic_score_codex":0.00009185727,"about_ca_topic_score_gemma":0.000011610632,"teacher_disagreement_score":0.12014496,"about_ca_system_score_codex":0.000011169892,"about_ca_system_score_gemma":0.000012046283,"threshold_uncertainty_score":0.9973889},"labels":[],"label_agreement":null},{"id":"W2075355114","doi":"10.1176/appi.ps.651203","title":"Social Inequalities and Antidepressant Use in Canada and France: In Reply","year":2014,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Centro de Matemática, Universidade de Coimbra","keywords":"Copayment; Antidepressant; Government (linguistics); Cost sharing; Medical prescription; Discontinuation; Health insurance; Medicine; Political science; Actuarial science; Health care; Psychiatry; Psychology; Business; Law; Nursing","score_opus":0.027505449039529225,"score_gpt":0.31300368063642525,"score_spread":0.285498231596896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075355114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8770491,0.0050373287,1.5814473e-7,0.11542247,0.0010725077,0.00042176436,0.000064605345,0.000016980783,0.00091507606],"genre_scores_gemma":[0.49852628,0.00029732662,0.00003162389,0.49838027,0.0016167384,0.00011150574,0.00016350196,0.00004249117,0.0008302642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772835,0.00027167305,0.000583399,0.000642552,0.00024339512,0.000530605],"domain_scores_gemma":[0.9990838,0.00028053013,0.0002980067,0.00026743146,0.000016866077,0.000053354834],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001826898,0.00033820997,0.00057256664,0.00030023514,0.00012243977,0.000073575546,0.0002172379,0.0003419303,0.000117802556],"category_scores_gemma":[0.0000022208706,0.0003130933,0.000027477085,0.00026656393,0.00003599966,0.00014224721,0.00006237339,0.0007507248,0.0000072295584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000394136,0.000025989453,0.84438324,0.001304359,0.000020991547,0.00014629094,0.0011241224,1.0687216e-7,3.8468578e-8,0.00003516056,0.15186985,0.0010504577],"study_design_scores_gemma":[0.0014809543,0.000036392477,0.85188764,0.000073427735,0.000031055573,0.000013053825,0.00060370023,0.000012507625,1.5529292e-7,0.00039761764,0.14511862,0.0003448882],"about_ca_topic_score_codex":0.9867227,"about_ca_topic_score_gemma":0.95417356,"teacher_disagreement_score":0.38295782,"about_ca_system_score_codex":0.000100496865,"about_ca_system_score_gemma":0.000089613386,"threshold_uncertainty_score":0.9999321},"labels":[],"label_agreement":null},{"id":"W2075778181","doi":"10.1002/pds.1541","title":"A comparison of antidepressant use in Nova Scotia, Canada and Australia","year":2008,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Sertraline; Antidepressant; Medicine; Pharmaceutical Benefits Scheme; Depression (economics); Psychiatry; Medical prescription; Pharmacoepidemiology; Fluoxetine; Internal medicine; Pharmacology; Geography; Serotonin; Anxiety","score_opus":0.16753550741660317,"score_gpt":0.4609080067696736,"score_spread":0.2933724993530704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075778181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99603397,0.0020106225,0.000018400464,0.000641631,0.00053546554,0.00027051548,0.000054534365,0.000009747817,0.0004251158],"genre_scores_gemma":[0.998353,0.00024519613,0.00016377412,0.00067978795,0.000036818117,0.0000072511416,0.000026650414,0.0000072520006,0.00048025712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979916,0.0006202293,0.0006402615,0.00032523437,0.00006332981,0.00035933024],"domain_scores_gemma":[0.9981292,0.0013918871,0.00019006527,0.00013263848,0.000017055312,0.0001391378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005917289,0.00016113836,0.0005694227,0.00006819148,0.000099408826,0.0000016097033,0.000083781175,0.00008024659,0.0004997357],"category_scores_gemma":[0.00006458708,0.00013899822,0.000024156048,0.00009805519,0.00023522507,0.00009632245,0.000052528765,0.00024811685,0.000007849453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039776138,0.00014306976,0.98006934,0.00004687354,0.000041453004,0.00006781921,0.00057552446,0.0000145268505,0.000043641132,0.00047901084,0.016767541,0.0013534395],"study_design_scores_gemma":[0.0016643453,0.000031199026,0.9964223,0.000025225596,0.00002283507,0.000049275586,0.00011283541,0.000112603986,0.00025522633,0.000037067424,0.0011490872,0.000118037206],"about_ca_topic_score_codex":0.90434647,"about_ca_topic_score_gemma":0.7483453,"teacher_disagreement_score":0.15600109,"about_ca_system_score_codex":0.000035096196,"about_ca_system_score_gemma":0.000034764544,"threshold_uncertainty_score":0.5668183},"labels":[],"label_agreement":null},{"id":"W2076578271","doi":"10.4103/0019-5545.55088","title":"Women in psychiatry: A view from the Indian subcontinent","year":2009,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indian subcontinent; Specialty; Psychiatry; Medicine; Family medicine; Psychology; History; Ancient history","score_opus":0.015967967357431258,"score_gpt":0.3208509951055655,"score_spread":0.3048830277481342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076578271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9400683,0.0099748075,0.0000040605883,0.039049234,0.008603613,0.00032994684,0.000023729845,0.00001326127,0.0019330477],"genre_scores_gemma":[0.9898364,0.00013927808,0.000602906,0.00725318,0.0019435041,0.000016241604,0.000008028937,0.000022301736,0.00017818273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99740475,0.00029101633,0.0010121029,0.00025260198,0.00031449564,0.00072502415],"domain_scores_gemma":[0.9983974,0.0000816942,0.00070882245,0.00041329584,0.00003684402,0.00036192164],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008707401,0.00025607125,0.00045906883,0.0002724487,0.00016362999,0.000069781,0.000708836,0.0001650232,0.0017555227],"category_scores_gemma":[0.000013481915,0.00017257791,0.0001851435,0.00048565026,0.000050342736,0.00020453052,0.00001763014,0.0007021861,0.00021013836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062018586,0.001438243,0.8494374,0.000027746753,0.00018334186,0.0003596194,0.020990824,0.0000012074959,0.0000045347992,0.0027242515,0.030472003,0.093740635],"study_design_scores_gemma":[0.0038630178,0.00092601293,0.9465866,0.00043744157,0.000033306045,0.00024251691,0.00932064,2.7830313e-7,0.000002605049,0.0326733,0.005699227,0.0002150272],"about_ca_topic_score_codex":0.00023920361,"about_ca_topic_score_gemma":0.000950664,"teacher_disagreement_score":0.09714922,"about_ca_system_score_codex":0.00016596053,"about_ca_system_score_gemma":0.00026214722,"threshold_uncertainty_score":0.999157},"labels":[],"label_agreement":null},{"id":"W2076747847","doi":"10.2105/ajph.2006.087262","title":"The Effect of Antidepressant Warnings on Prescribing Trends in Ontario, Canada","year":2007,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Antidepressant; Medicine; Environmental health; MEDLINE; Family medicine; Psychiatry; Political science; Law","score_opus":0.03459002445823022,"score_gpt":0.3617126161594576,"score_spread":0.32712259170122737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076747847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907161,0.0003296696,0.000026347745,0.004590563,0.00066120736,0.00013338,0.0000024253104,0.0000038155827,0.0035364705],"genre_scores_gemma":[0.9987594,0.000019366285,0.000031839907,0.000653108,0.000068291345,0.0000033666743,0.000002904105,0.000012132772,0.0004495787],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971768,0.0006760759,0.00089412945,0.00014241379,0.000417264,0.0006932982],"domain_scores_gemma":[0.99722445,0.0009033816,0.0012545638,0.00020301559,0.00004662482,0.00036793653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049442863,0.00013605329,0.0004819462,0.00030354236,0.00016478678,0.000017782144,0.00029540423,0.000023455814,0.0001747744],"category_scores_gemma":[0.00006282121,0.00008225303,0.00007186064,0.00048036742,0.00011407071,0.00008698107,0.000019725914,0.000514007,0.0000011336022],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025755266,0.000061852916,0.42162612,0.00000676542,0.00003602831,0.000048271344,0.0015972605,0.000001732867,0.0000012928092,0.00007474064,0.0024692907,0.5738191],"study_design_scores_gemma":[0.0011921921,0.004868955,0.9714012,0.00007296333,0.000005438561,0.00005309261,0.0013628149,0.0000026104135,0.00003325821,0.0000033800009,0.020938244,0.00006584467],"about_ca_topic_score_codex":0.97616565,"about_ca_topic_score_gemma":0.96763414,"teacher_disagreement_score":0.57375324,"about_ca_system_score_codex":0.001095496,"about_ca_system_score_gemma":0.00073780474,"threshold_uncertainty_score":0.3354181},"labels":[],"label_agreement":null},{"id":"W2076876285","doi":"10.1176/appi.psy.48.2.123","title":"Perceived Effectiveness of Mental Health Care Provided by Primary-Care Physicians and Mental Health Specialists","year":2007,"lang":"en","type":"article","venue":"Psychosomatics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Heritage Medical Research Clinic","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Medicine; Primary care; Mental health care; Family medicine; Health care; Psychiatry; Primary health care; Nursing; Environmental health; Population","score_opus":0.013267228755842906,"score_gpt":0.359597759399918,"score_spread":0.3463305306440751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076876285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97490543,0.010877134,0.00016676441,0.00082127296,0.0015420602,0.0034464002,0.0007526726,0.00008266917,0.007405623],"genre_scores_gemma":[0.995575,0.00031466346,0.0009545874,0.0011804254,0.0001480496,0.00006041844,0.0015638854,0.000056648696,0.00014632248],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99739075,0.00034031423,0.0007176392,0.00049589167,0.0003807673,0.0006746512],"domain_scores_gemma":[0.99870163,0.00012193058,0.00048655772,0.00037472413,0.000055213808,0.00025991813],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036775877,0.00033222008,0.0006618954,0.00011461919,0.00042933962,0.000026992318,0.00020151511,0.000106400505,0.00006341645],"category_scores_gemma":[0.0000029574812,0.00032070788,0.00009627052,0.00021380544,0.00012752134,0.000119319964,0.00004827625,0.00016543307,0.000022726528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026527958,0.0034887197,0.1225903,0.01817087,0.00041585937,0.000010955707,0.31234428,2.7823452e-7,0.0031020043,0.0016447894,0.030591097,0.5049881],"study_design_scores_gemma":[0.01247869,0.003319679,0.90985864,0.0027781106,0.0000357442,0.000028458524,0.060607146,0.000008120689,0.0010682538,0.00015081433,0.0089202225,0.00074613426],"about_ca_topic_score_codex":0.00063652854,"about_ca_topic_score_gemma":0.00028763837,"teacher_disagreement_score":0.78726834,"about_ca_system_score_codex":0.0008242471,"about_ca_system_score_gemma":0.00006994416,"threshold_uncertainty_score":0.9999245},"labels":[],"label_agreement":null},{"id":"W2077042113","doi":"10.1503/cmaj.130634","title":"Why screening for depression in primary care is impractical","year":2013,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; University of Alberta","funders":"","keywords":"Task force; Primary care; Depression (economics); Task (project management); Medicine; Set (abstract data type); Health care; Alternative medicine; Preventive care; Primary health care; Family medicine; Computer science; Political science; Environmental health; Management; Pathology","score_opus":0.025490493908607567,"score_gpt":0.3414262081527653,"score_spread":0.31593571424415773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077042113","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002984647,0.0014236574,0.00012541913,0.9803856,0.0038369796,0.00077248237,0.0002290477,0.000015978665,0.010226166],"genre_scores_gemma":[0.001436941,0.000053299707,0.00026821467,0.9820058,0.0119793005,0.00017697347,0.0006962449,0.000053272357,0.0033299802],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964019,0.00035591156,0.0006787268,0.0003512601,0.0011710996,0.0010410972],"domain_scores_gemma":[0.99740213,0.00064761617,0.00049404334,0.00015858914,0.0002673522,0.0010302482],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007562934,0.00024919823,0.0004363815,0.0003795233,0.00036572295,0.00014890602,0.0003634162,0.0026201888,0.017836122],"category_scores_gemma":[0.00027699862,0.00022324524,0.00017495916,0.00013879687,0.00002429641,0.00018755812,0.000022064261,0.0042467234,0.00027485564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012829067,0.0000140462635,0.024712391,0.00006974787,0.00007479793,0.00087910186,0.00035988764,3.307208e-8,6.7176586e-8,0.0000027226588,0.8824933,0.09138106],"study_design_scores_gemma":[0.0016787116,0.000054360113,0.021431273,0.00032857538,0.000042563708,0.00014448442,0.0002807268,0.00001047435,6.076683e-7,0.00004587721,0.97577375,0.00020861281],"about_ca_topic_score_codex":0.015645456,"about_ca_topic_score_gemma":0.009420407,"teacher_disagreement_score":0.09328041,"about_ca_system_score_codex":0.0031019344,"about_ca_system_score_gemma":0.0011361685,"threshold_uncertainty_score":0.99867463},"labels":[],"label_agreement":null},{"id":"W2077174513","doi":"10.12927/hcpol.2013.21645","title":"Child and Youth Mental Health Service Referrals: Physicians' Knowledge of Mental Health Services and Perceptions of a Centralized Intake Model","year":2010,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; Children's Hospital of Eastern Ontario","funders":"","keywords":"Mental health; Referral; Medicine; Mental health service; Service (business); Family medicine; Perception; Nursing; Psychiatry; Psychology; Business","score_opus":0.04974198229778968,"score_gpt":0.4169537219966199,"score_spread":0.3672117396988302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077174513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93363976,0.005725286,0.0000033544575,0.053631492,0.00040624014,0.0015701,0.0033146658,0.00006442472,0.001644647],"genre_scores_gemma":[0.98751956,0.0021609382,0.0004281715,0.008781145,0.00020328701,0.000045035955,0.0006300782,0.000047196983,0.00018460069],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9973008,0.00029746108,0.00087813515,0.0005347448,0.00019716608,0.00079169235],"domain_scores_gemma":[0.9982767,0.000023544297,0.00059849094,0.00044590537,0.00009112398,0.00056424073],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034361103,0.000333948,0.0007481519,0.00029414913,0.00060657057,0.000018787548,0.00021343696,0.00016655737,0.000085459345],"category_scores_gemma":[0.0000025147326,0.00031926055,0.000076448305,0.00042576087,0.00016492158,0.00017646297,0.00013626853,0.00038555913,0.00001122401],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086334615,0.0024698924,0.021435644,0.009362611,0.0002171594,3.890703e-7,0.75903934,0.0000013649628,0.0005005853,0.058805536,0.0010881855,0.14621593],"study_design_scores_gemma":[0.027320426,0.005263714,0.6203582,0.0071967477,0.00018634027,0.0002772912,0.32020232,0.004399442,0.00038146306,0.0036982556,0.008663681,0.0020521155],"about_ca_topic_score_codex":0.10995635,"about_ca_topic_score_gemma":0.03531176,"teacher_disagreement_score":0.59892255,"about_ca_system_score_codex":0.00013859832,"about_ca_system_score_gemma":0.00027477724,"threshold_uncertainty_score":0.999926},"labels":[],"label_agreement":null},{"id":"W2077745316","doi":"10.1177/0020764009105701","title":"Predicting Behavioural Intentions to Those With Mental Illness: the Role of Attitude Specificity and Norms","year":2009,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Normative; Mental illness; Social norms approach; Social psychology; Normative social influence; Clinical psychology; Mental health; Perception; Psychiatry","score_opus":0.02243531243831323,"score_gpt":0.36517401381399567,"score_spread":0.34273870137568246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077745316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849906,0.0003524944,0.00004357373,0.008258537,0.002057698,0.00016027685,0.00003376774,0.000006466043,0.0040965923],"genre_scores_gemma":[0.9983136,0.000015214798,0.00036877202,0.0004484218,0.00074413547,0.000003809696,0.0000046830305,0.000006705059,0.00009466347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891424,0.000049177263,0.00038011736,0.000099118515,0.00042933266,0.00012801403],"domain_scores_gemma":[0.9993077,0.000026848174,0.00036578902,0.00005608033,0.00017671718,0.00006689454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023729034,0.00009411702,0.00014110649,0.00009902294,0.00019156102,0.000037260386,0.00028386363,0.000042360145,0.00014487581],"category_scores_gemma":[0.0000063190264,0.000059709768,0.00008360126,0.00008648719,0.00006582787,0.0001490298,0.000028152657,0.00018482094,0.000004101407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015362888,0.0010080284,0.9221755,0.0000041712033,0.00033709593,0.000011912631,0.010635929,0.000001816463,0.00032305002,0.016135247,0.0010914674,0.046739474],"study_design_scores_gemma":[0.0011536891,0.0004895135,0.9822565,0.000093094684,0.00005169322,0.000121163226,0.013112517,0.000003161564,0.0001063183,0.0019858007,0.0005481105,0.00007846654],"about_ca_topic_score_codex":0.00011090074,"about_ca_topic_score_gemma":0.00014622888,"teacher_disagreement_score":0.060080953,"about_ca_system_score_codex":0.00006261149,"about_ca_system_score_gemma":0.000033575947,"threshold_uncertainty_score":0.24348937},"labels":[],"label_agreement":null},{"id":"W2077913061","doi":"10.1007/s00127-008-0409-y","title":"Mental disorders and mental health care in Canada and Australia: comparative epidemiological findings","year":2008,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Hôpital Charles-Le Moyne; Université de Sherbrooke; Université de Montréal; University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Mental health; Epidemiology; Psychiatry; Public health; Anxiety; Prevalence of mental disorders; National Comorbidity Survey; Medicine; Middle Eastern Mental Health Issues & Syndromes; Health policy; Mental illness; Environmental health; Psychology; Gerontology","score_opus":0.08456677970465153,"score_gpt":0.41832361943939655,"score_spread":0.333756839734745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077913061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9353519,0.034870625,0.0000044570124,0.025132649,0.0026010852,0.00090855313,0.00017705676,0.000026567155,0.0009270914],"genre_scores_gemma":[0.9896098,0.004352965,0.0007489874,0.004554062,0.00031978893,0.00008232629,0.00015786693,0.000016910453,0.00015732876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99557894,0.0014116225,0.0010253777,0.00088740775,0.00011290836,0.0009837172],"domain_scores_gemma":[0.9985656,0.000565904,0.00033989188,0.00014514259,0.0000119161505,0.0003715236],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007308391,0.00043780488,0.0011941002,0.00014758627,0.001296045,0.0000058759642,0.00014328801,0.00030277064,0.00016572366],"category_scores_gemma":[0.00002287761,0.00038249468,0.00008647491,0.00028395667,0.0005177665,0.00009427071,0.000080097525,0.00058461603,0.000008015197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037074878,0.00013082419,0.939018,0.00008574912,0.00006285426,0.000003043721,0.006130212,3.4725187e-7,1.4315926e-7,0.0078692585,0.043455403,0.0028734102],"study_design_scores_gemma":[0.002611028,0.0006294718,0.9790405,0.000017239337,0.000015793854,0.00008819202,0.010252364,0.000007047959,6.3707084e-8,0.0029641818,0.004046082,0.0003280223],"about_ca_topic_score_codex":0.63463104,"about_ca_topic_score_gemma":0.82889295,"teacher_disagreement_score":0.19426191,"about_ca_system_score_codex":0.00029430023,"about_ca_system_score_gemma":0.00026739546,"threshold_uncertainty_score":0.9998627},"labels":[],"label_agreement":null},{"id":"W2077980663","doi":"10.1097/00004583-200202000-00013","title":"Emergence of Gender Differences in Depression During Adolescence: National Panel Results From Three Countries","year":2002,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":531,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Depression (economics); Demography; Psychology; Longitudinal study; Population; Mental health; Psychiatry; Clinical psychology; Medicine","score_opus":0.05079694655486818,"score_gpt":0.33204285518079535,"score_spread":0.2812459086259272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077980663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98521143,0.0058980407,0.000015788339,0.006786757,0.0010010784,0.00024180335,0.00009386016,0.0000070884057,0.0007441312],"genre_scores_gemma":[0.99652976,0.0013184211,0.00023646782,0.0013538155,0.0005066893,0.0000029051644,0.0000012620827,0.000016316299,0.000034340537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968571,0.00021636955,0.0014266345,0.00028212415,0.0009007754,0.00031698094],"domain_scores_gemma":[0.9965697,0.00008882713,0.0029656587,0.00019684435,0.0000674515,0.00011150465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034526872,0.00023148562,0.0005808344,0.00023210958,0.00014011022,0.000009158998,0.00085781014,0.00010073377,0.00029421048],"category_scores_gemma":[0.00003583227,0.00015549289,0.00023332336,0.0004256327,0.00036045353,0.0001770417,0.00009717561,0.0008055361,0.000008412798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014629983,0.00091990596,0.9885628,0.00009393586,0.00010228746,0.0000016034222,0.00058565894,0.000029866085,0.00014571234,0.00012427673,0.0060489792,0.0019219607],"study_design_scores_gemma":[0.0022988834,0.00007972858,0.99401665,0.0015522686,0.000050583123,0.000026533355,0.0006321243,0.000039435843,0.00045858818,0.0006405848,0.00006461721,0.00013999727],"about_ca_topic_score_codex":0.0000650026,"about_ca_topic_score_gemma":0.000016941187,"teacher_disagreement_score":0.01131833,"about_ca_system_score_codex":0.000047232144,"about_ca_system_score_gemma":0.000034132056,"threshold_uncertainty_score":0.6340816},"labels":[],"label_agreement":null},{"id":"W2078247502","doi":"10.1007/s00127-007-0181-4","title":"Application of the stratum-specific likelihood ratio (SSLR) analysis to results of a depressive symptoms screening survey among Japanese workers","year":2007,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Major depressive disorder; Depression (economics); Context (archaeology); Medicine; Epidemiology; Psychiatry; Center for Epidemiologic Studies Depression Scale; Clinical psychology; Psychology; Demography; Depressive symptoms; Internal medicine; Anxiety","score_opus":0.037665442853597554,"score_gpt":0.3737237165380205,"score_spread":0.3360582736844229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078247502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98002326,0.0028721057,0.009819809,0.0015886987,0.0019517961,0.0010831896,0.0002423826,0.000031120147,0.0023876487],"genre_scores_gemma":[0.99746025,0.000039882627,0.0011602237,0.00039320855,0.0005828745,0.00006266684,0.00014242469,0.000022526303,0.00013595982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949303,0.0015915005,0.0018150385,0.0007641763,0.00020996235,0.00068898423],"domain_scores_gemma":[0.99567235,0.0017755734,0.0015834271,0.0006141787,0.00013597058,0.0002185032],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004611331,0.00031525962,0.00093892025,0.0004211032,0.0005088874,0.000007840056,0.00046790345,0.00048110745,0.000042943793],"category_scores_gemma":[0.00014078415,0.000245325,0.00039613503,0.0028831647,0.00033936766,0.00007275299,0.00007656059,0.00039022477,0.000006785733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001658939,0.00031280788,0.97826815,0.00003724857,0.0007723735,3.1641835e-7,0.0014709643,0.00004344046,0.000007384734,0.003554835,0.0029170206,0.010956546],"study_design_scores_gemma":[0.0015572902,0.00024048968,0.9939738,0.000018291352,0.00040376448,0.0000016127226,0.0019279621,0.00003106112,0.0000054255197,0.0015511699,0.000084569554,0.00020457819],"about_ca_topic_score_codex":0.0081108585,"about_ca_topic_score_gemma":0.007228742,"teacher_disagreement_score":0.017436983,"about_ca_system_score_codex":0.000031683405,"about_ca_system_score_gemma":0.00004608823,"threshold_uncertainty_score":0.9999999},"labels":[],"label_agreement":null},{"id":"W2078865133","doi":"10.1176/appi.ajgp.13.10.892","title":"Mental Health-Related Drug Utilization Among Older Adults: Prevalence, Trends, and Costs","year":2005,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Drug; Mental health; Environmental health; Medicine; Gerontology; Psychiatry","score_opus":0.007667959183533164,"score_gpt":0.3115503432937409,"score_spread":0.3038823841102077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078865133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966342,0.021008262,0.000022524824,0.0076295156,0.0026146723,0.00031311993,0.000029607443,0.000033561297,0.0020067836],"genre_scores_gemma":[0.99416727,0.0019468698,0.0012661158,0.0007057858,0.0005785701,0.0000113982605,0.00002036163,0.000033347267,0.0012702724],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975296,0.00030706267,0.0010972138,0.00031620738,0.00030814082,0.00044172758],"domain_scores_gemma":[0.9975886,0.00004985206,0.0017159125,0.00021002849,0.000059151676,0.00037646777],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044182187,0.00024905874,0.00048526065,0.0005080033,0.00024867908,0.000033503562,0.00022793995,0.000059135353,0.001076797],"category_scores_gemma":[0.0000050077465,0.00021220252,0.0001321407,0.00087025645,0.00018246043,0.00034437625,0.000028929431,0.00028929563,0.000031156],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045548065,0.0005956391,0.26058757,0.000045856817,0.000112380585,0.0000045112693,0.0028919093,0.0000010191276,4.822746e-7,0.00014976904,0.026219,0.7089364],"study_design_scores_gemma":[0.005200863,0.001280516,0.9851317,0.00042301713,0.000090502246,0.00036955992,0.0050895964,0.000040558938,0.0000027392277,0.000032238604,0.0020624856,0.00027624817],"about_ca_topic_score_codex":0.00031705783,"about_ca_topic_score_gemma":0.0000896423,"teacher_disagreement_score":0.7245441,"about_ca_system_score_codex":0.00019135972,"about_ca_system_score_gemma":0.000083324696,"threshold_uncertainty_score":0.9998363},"labels":[],"label_agreement":null},{"id":"W2079313171","doi":"10.1136/ebmh.6.3.87","title":"Review: counselling in primary care may have short term benefits for people with common mental disorders","year":2003,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Primary care; Term (time); Psychology; Medicine; Psychiatry; Psychotherapist; Family medicine","score_opus":0.055123004139010646,"score_gpt":0.3757550397779798,"score_spread":0.32063203563896914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079313171","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01789773,0.51428384,0.000045389595,0.43696767,0.0029244658,0.024036912,0.0021841696,0.00015411265,0.001505706],"genre_scores_gemma":[0.0155174555,0.101710305,0.0006037221,0.8530382,0.00066196383,0.0049074125,0.022246948,0.00028483674,0.0010291854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99379283,0.0005936451,0.0014348491,0.0015499754,0.00088878424,0.001739944],"domain_scores_gemma":[0.99749845,0.00049174944,0.000694206,0.0009250354,0.00006682542,0.00032373937],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008416826,0.0010380542,0.0017814874,0.0003636573,0.00071089243,0.000068035464,0.0006174591,0.0005687594,0.00035944715],"category_scores_gemma":[0.0000036856477,0.00091741775,0.0002946806,0.00039061878,0.0001424833,0.00029205548,0.000035847974,0.0014387633,0.00005815806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010654985,0.000525202,0.043724995,0.03914863,0.000087274,0.00004536696,0.0024477427,0.000006756975,7.5060905e-7,0.000011414684,0.83063245,0.0823039],"study_design_scores_gemma":[0.009142943,0.006428511,0.012351963,0.13837405,0.0003589059,0.00008233842,0.0020085424,0.000019218578,0.00006074391,0.000027961743,0.8284757,0.0026691076],"about_ca_topic_score_codex":0.0024913955,"about_ca_topic_score_gemma":0.007485358,"teacher_disagreement_score":0.4160705,"about_ca_system_score_codex":0.0036652302,"about_ca_system_score_gemma":0.0006282003,"threshold_uncertainty_score":0.99932766},"labels":[],"label_agreement":null},{"id":"W2079710161","doi":"10.1186/1471-244x-9-19","title":"Accumulation of major depressive episodes over time in a prospective study indicates that retrospectively assessed lifetime prevalence estimates are too low","year":2009,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Fondation pour la Recherche Médicale","keywords":"Recall bias; Medicine; Major depressive disorder; Confidence interval; Population; Demography; Depression (economics); Recall; Major depressive episode; Cross-sectional study; Longitudinal study; Psychiatry; Psychology; Environmental health; Mood","score_opus":0.038665638855558584,"score_gpt":0.3877903145337386,"score_spread":0.34912467567818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079710161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935618,0.0013245433,0.0000775895,0.00016339746,0.00039776528,0.0027060788,0.00005352454,0.00009903906,0.0016162795],"genre_scores_gemma":[0.99753314,0.000007996175,0.0014301023,0.000105751686,0.000109320084,0.00023922225,0.00002037453,0.000028707664,0.0005253918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774826,0.00020886962,0.0005439198,0.0007155059,0.0003571155,0.00042631454],"domain_scores_gemma":[0.9985396,0.00016304455,0.0006983178,0.00043997282,0.00006367433,0.00009538061],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027164083,0.00032898234,0.00050794944,0.00026998456,0.00014471763,0.000044665103,0.00033946167,0.00017520499,0.0006267894],"category_scores_gemma":[0.0000582119,0.00029134593,0.000096447715,0.00047431956,0.000068235815,0.00038896655,0.0000479259,0.00023393742,0.00011284124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084473466,0.004673583,0.9918001,0.00015825282,0.00007928855,0.000004987504,0.0012386829,0.000018892162,0.000086688604,0.00038155986,0.0003489554,0.00036425688],"study_design_scores_gemma":[0.0044943662,0.0008137532,0.9876871,0.00033070383,0.00009081627,0.000004007994,0.0005198985,0.00017484894,0.00055245124,0.0050716805,4.3769342e-7,0.00025990562],"about_ca_topic_score_codex":0.00020007146,"about_ca_topic_score_gemma":0.00013699343,"teacher_disagreement_score":0.004690121,"about_ca_system_score_codex":0.00014767512,"about_ca_system_score_gemma":0.00006354193,"threshold_uncertainty_score":0.99995387},"labels":[],"label_agreement":null},{"id":"W2079879860","doi":"10.1111/j.1365-2850.2004.00738.x","title":"Putting it all together: dealing with complexity in the understanding of the human condition","year":2004,"lang":"en","type":"review","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychodynamics; Perspective (graphical); Human condition; Mental health; Human science; Psychology; Nursing theory; Epistemology; Sociology; MEDLINE; Psychotherapist; Social science; Computer science; Political science","score_opus":0.2189337750996348,"score_gpt":0.49479054062465383,"score_spread":0.27585676552501903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079879860","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024075166,0.9893686,0.00011038816,0.0037494632,0.0013137999,0.0013741538,0.000025672534,0.0000045255556,0.001645865],"genre_scores_gemma":[0.0886997,0.90887266,0.0011747201,0.00072613586,0.00039420585,0.000013157848,0.000037081045,0.00005065205,0.00003166114],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9970378,0.00057393854,0.0013848108,0.00021312747,0.00039417387,0.00039611734],"domain_scores_gemma":[0.996889,0.00013408074,0.0026561292,0.00018439245,0.000020405423,0.00011598438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332985,0.00028517304,0.0009746962,0.0002845617,0.00068507943,0.00003323037,0.00030502153,0.00013103615,0.000035734276],"category_scores_gemma":[0.000002186791,0.00014841088,0.00022961573,0.00038738362,0.00019932428,0.000096641175,0.000016339998,0.0007198825,8.265573e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018944724,0.0014783192,0.0014727147,0.022103472,0.00031834745,0.000026008307,0.020225367,0.0000026888445,2.2313115e-7,0.045331433,0.0016590381,0.90719295],"study_design_scores_gemma":[0.02375529,0.010852773,0.0062765414,0.54129297,0.004150272,0.013488886,0.12173684,0.000009515671,0.0000013848194,0.08232945,0.19431771,0.0017883731],"about_ca_topic_score_codex":0.00025004795,"about_ca_topic_score_gemma":0.00011034686,"teacher_disagreement_score":0.90540457,"about_ca_system_score_codex":0.0011476278,"about_ca_system_score_gemma":0.00021754704,"threshold_uncertainty_score":0.605202},"labels":[],"label_agreement":null},{"id":"W2080109694","doi":"10.4309/jgi.2014.29.14","title":"A response to Calderwood and Rajesparam's ideas on codependence","year":2014,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Epistemology; Sociology; Social psychology; Philosophy","score_opus":0.12850261348901637,"score_gpt":0.4644782368622025,"score_spread":0.33597562337318615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080109694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98931694,0.0009985293,0.00024968942,0.0075095934,0.0005804638,0.000120504104,0.0000014804621,0.000012511105,0.0012102845],"genre_scores_gemma":[0.9946947,0.00004345572,0.0011164127,0.0012998816,0.00028613568,0.000003825901,2.7363828e-7,0.000013034031,0.002542284],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987392,0.00029174515,0.00034202822,0.00014711713,0.0002644674,0.00021544877],"domain_scores_gemma":[0.99891794,0.00042785495,0.00020796336,0.00015366786,0.00007446082,0.00021810156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013657091,0.00011316976,0.00025301235,0.00021499537,0.00010264813,0.000053372227,0.00015236757,0.00006193578,0.00017297709],"category_scores_gemma":[0.00021291073,0.00008578886,0.000044158805,0.00010599542,0.00002321753,0.00009318356,0.000024259058,0.0001772469,0.00013828918],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12154966,0.0040372815,0.109300956,0.0003422617,0.000867588,0.0027264778,0.054336105,0.0004492953,0.0179658,0.02413114,0.11717865,0.5471148],"study_design_scores_gemma":[0.016616661,0.029783534,0.4491219,0.0027171234,0.00025647806,0.0017663112,0.0051322533,0.00029056668,0.015944162,0.008909526,0.46826202,0.0011994798],"about_ca_topic_score_codex":0.000056612724,"about_ca_topic_score_gemma":0.000010996015,"teacher_disagreement_score":0.5459153,"about_ca_system_score_codex":0.0000348993,"about_ca_system_score_gemma":0.000012640512,"threshold_uncertainty_score":0.3498368},"labels":[],"label_agreement":null},{"id":"W2080311380","doi":"10.1177/0020764004040957","title":"Cross-National Study of Attitudes Towards Seeking Professional Help: Jordan, United Arab Emirates (UAE) and Arabs in Israel","year":2004,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":161,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Nationality; Middle East; Marital status; Mental health; Help-seeking; Medicine; Psychology; Political science; Immigration; Psychiatry; Environmental health; Population","score_opus":0.04313879017760519,"score_gpt":0.4465514965940018,"score_spread":0.4034127064163966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080311380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907811,0.0003316626,0.000016981956,0.002866894,0.0043505407,0.0002380692,0.000031848173,0.000007864627,0.0013749847],"genre_scores_gemma":[0.9979616,0.000014353108,0.0002859942,0.00047790326,0.0009640914,0.00001345545,0.000018750676,0.000015506525,0.000248382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977493,0.000112056776,0.00089339464,0.00019355906,0.0008585909,0.00019305387],"domain_scores_gemma":[0.99847734,0.00006354673,0.0007215772,0.00005519041,0.0006108246,0.00007152731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055066496,0.00016314766,0.00028264328,0.0005446865,0.00014779186,0.000055641118,0.000355198,0.00011938969,0.0001955848],"category_scores_gemma":[0.000032579712,0.00014352167,0.000093348666,0.00026537376,0.000104676714,0.00030667798,0.00006738046,0.00036301388,0.000007885391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010686705,0.0046468554,0.9676022,0.00003534899,0.00041330213,0.000049086048,0.0049741045,0.000101534584,0.00005467785,0.018838933,0.00025906414,0.0019562286],"study_design_scores_gemma":[0.0074734017,0.00038845593,0.97647995,0.00020140005,0.000020491816,0.000058407226,0.006697838,0.000005819506,0.000018647848,0.008452858,0.00008339476,0.00011935441],"about_ca_topic_score_codex":0.0005902967,"about_ca_topic_score_gemma":0.00029539474,"teacher_disagreement_score":0.010386074,"about_ca_system_score_codex":0.0002499287,"about_ca_system_score_gemma":0.0002525706,"threshold_uncertainty_score":0.5852644},"labels":[],"label_agreement":null},{"id":"W2082538512","doi":"10.1016/s0924-9338(13)77240-7","title":"2565 – Global Attitudes Towards Forensic Psychiatry (2006–2012)","year":2013,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Forensic psychiatry; Citation; Psychiatry; Clinical psychiatry; Forensic science; Citation index; Library science; Forensic psychology; Psychology; Medicine; Political science; Criminology; Law; Computer science","score_opus":0.0209439033557126,"score_gpt":0.3314067288940267,"score_spread":0.3104628255383141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082538512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4879795,0.0074866447,0.00012208885,0.0071717734,0.018682066,0.00083540723,0.00007059936,0.00039487105,0.47725704],"genre_scores_gemma":[0.9657515,0.000023222396,0.008087159,0.0072113685,0.003882104,0.000096628224,0.00010109256,0.00012416785,0.014722734],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9968684,0.00036814512,0.0006632207,0.00079828885,0.00033980064,0.0009621542],"domain_scores_gemma":[0.9982844,0.000017812601,0.00025028829,0.0009564465,0.00006708056,0.00042398277],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002899859,0.0004759179,0.00035487433,0.00009921163,0.00038761407,0.00014517615,0.0006822698,0.00012249574,0.011383096],"category_scores_gemma":[0.0000062473623,0.00041025528,0.00023165443,0.00038623932,0.00013169082,0.00037829168,0.00015374324,0.00030780703,0.02970168],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007347838,0.00081867137,0.35183772,0.00008262573,0.00014802192,0.000015480106,0.00018200724,6.8240615e-7,0.0000022149966,0.020681417,0.5677331,0.058424547],"study_design_scores_gemma":[0.0021467817,0.00037073,0.96782726,0.00015701729,0.00006459577,0.0000732759,0.0005466207,0.0000029887317,0.0000017497545,0.00480846,0.023504844,0.0004957005],"about_ca_topic_score_codex":0.00066391384,"about_ca_topic_score_gemma":0.00021843432,"teacher_disagreement_score":0.6159895,"about_ca_system_score_codex":0.00009167747,"about_ca_system_score_gemma":0.00008336683,"threshold_uncertainty_score":0.99983495},"labels":[],"label_agreement":null},{"id":"W2082954370","doi":"10.1017/gmh.2014.8","title":"Improving Malawian teachers' mental health knowledge and attitudes: an integrated school mental health literacy approach","year":2015,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Grand Challenges Canada; University of Cambridge","keywords":"Mental health literacy; Mental health; Curriculum; Psychological intervention; Literacy; Promotion (chess); Health literacy; Medical education; Psychology; Stigma (botany); Tanzania; Health promotion; Medicine; Mental illness; Nursing; Pedagogy; Health care; Public health; Political science; Psychiatry; Sociology; Socioeconomics","score_opus":0.0396206235584325,"score_gpt":0.40184498449523987,"score_spread":0.3622243609368074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082954370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8663768,0.07701681,0.0012872666,0.018399961,0.007464842,0.012704404,0.0048646335,0.0010751067,0.010810145],"genre_scores_gemma":[0.9614351,0.00095804344,0.012432877,0.0117420945,0.00064260163,0.0003947793,0.008467726,0.00017701997,0.003749756],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99098074,0.0017349453,0.0018649972,0.002005943,0.0008028816,0.002610473],"domain_scores_gemma":[0.9927432,0.00003119914,0.0010519732,0.00095905125,0.00011491112,0.0050996775],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002561425,0.0010887225,0.0014194171,0.00028308373,0.0018738108,0.00034590092,0.000741691,0.00030467534,0.00013198746],"category_scores_gemma":[0.000018968793,0.0010295158,0.00018522522,0.00081698707,0.00033666225,0.001208814,0.0004882387,0.00089146075,0.00037875617],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012778899,0.006394336,0.06066817,0.0009871811,0.00022166922,0.000017037539,0.029619966,6.684053e-7,0.000012004741,0.002673585,0.18786252,0.710265],"study_design_scores_gemma":[0.06519589,0.0371395,0.447259,0.0035074814,0.0001202454,0.0035456414,0.10437979,0.0062989723,0.000065954584,0.00015356038,0.32647187,0.0058621108],"about_ca_topic_score_codex":0.023640808,"about_ca_topic_score_gemma":0.00077854056,"teacher_disagreement_score":0.70440286,"about_ca_system_score_codex":0.009765794,"about_ca_system_score_gemma":0.0019853343,"threshold_uncertainty_score":0.9994256},"labels":[],"label_agreement":null},{"id":"W2083702306","doi":"10.1016/j.ijlp.2004.03.012","title":"Of Eggshells and Thin-skulls: A consideration of racism-related mental illness impacting Black women","year":2006,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental health; Socioeconomic status; Ethnic group; Racism; Mental illness; Medicine; Health equity; Suicide prevention; Nexus (standard); Psychiatry; Psychology; Poison control; Gerontology; Environmental health; Public health; Political science; Population; Nursing","score_opus":0.011839625425998233,"score_gpt":0.3377065391139212,"score_spread":0.3258669136879229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083702306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841742,0.0011443552,0.000017342441,0.0010845466,0.0019996457,0.00009996116,0.00003460827,0.00000349334,0.011441836],"genre_scores_gemma":[0.9989973,0.00008117216,0.00026151637,0.00023400047,0.00018716119,0.0000014663684,0.000009095728,0.00000753573,0.00022075285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988343,0.00007614304,0.0006495172,0.00009682739,0.00022835673,0.00011485508],"domain_scores_gemma":[0.99896795,0.0001061693,0.000686605,0.000054230037,0.00012709895,0.000057927908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003432954,0.00009588231,0.0002116264,0.00011612571,0.000065757835,0.000025158088,0.000091168935,0.000068748595,0.00037735168],"category_scores_gemma":[0.000005570752,0.0000785488,0.00005366613,0.00004110543,0.00011967084,0.00022394146,0.000019198718,0.00013376343,0.0000020953457],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003808753,0.0025836786,0.33585373,0.00028449917,0.0019801792,0.0000880494,0.032150906,0.000066881476,0.004365915,0.59340996,0.0040766574,0.02133081],"study_design_scores_gemma":[0.048698552,0.0048785997,0.62817967,0.0024166154,0.000490658,0.004874658,0.037740637,0.0004958313,0.013886366,0.2449479,0.012059702,0.0013307924],"about_ca_topic_score_codex":0.00024845547,"about_ca_topic_score_gemma":0.000031566033,"teacher_disagreement_score":0.34846205,"about_ca_system_score_codex":0.000034041685,"about_ca_system_score_gemma":0.000025378271,"threshold_uncertainty_score":0.41317362},"labels":[],"label_agreement":null},{"id":"W2083718727","doi":"10.1097/nmd.0b013e3182349eb7","title":"Use of Indigenous Cultural Idioms by Chinese Immigrant Relatives for Psychosis","year":2011,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Indigenous; Stigma (botany); Psychoeducation; Psychosis; Mental illness; Psychiatry; Psychology; Social stigma; Immigration; Clinical psychology; Medicine; Mental health; Geography; Intervention (counseling); Family medicine","score_opus":0.061234015941243,"score_gpt":0.3595855325992935,"score_spread":0.2983515166580505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083718727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99153465,0.0071366765,0.000018445216,0.00016873043,0.0003347729,0.00045367063,0.00022579868,0.000004195818,0.0001230306],"genre_scores_gemma":[0.99818164,0.00075661915,0.000081832906,0.00014636086,0.000053356354,0.000014656083,0.000014553911,0.000011943376,0.0007390509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916464,0.000090643516,0.00035094412,0.00008628919,0.00012620915,0.0001812789],"domain_scores_gemma":[0.9992081,0.00006718054,0.00035614517,0.0001156417,0.0000414,0.00021153534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015353736,0.0001306767,0.00020345296,0.00004374956,0.0001843634,0.000011670478,0.00013790264,0.000029492692,0.0001342247],"category_scores_gemma":[0.000007419226,0.000065921995,0.00012233359,0.00006308302,0.00010572397,0.00022114164,0.000020307478,0.00007677372,0.0000027263334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.052251074,0.009525516,0.51723105,0.00060347345,0.0020853668,0.00012548384,0.2510003,0.0000024644353,0.013710003,0.0007703166,0.03845083,0.11424413],"study_design_scores_gemma":[0.004168048,0.0021884579,0.9834481,0.000144032,0.0004274839,0.00010250726,0.0057550203,0.0000117000645,0.0005727998,0.0011491751,0.0018113806,0.0002213367],"about_ca_topic_score_codex":0.00048448308,"about_ca_topic_score_gemma":0.000012831856,"teacher_disagreement_score":0.466217,"about_ca_system_score_codex":0.00002106018,"about_ca_system_score_gemma":0.0000086538075,"threshold_uncertainty_score":0.2688221},"labels":[],"label_agreement":null},{"id":"W2083813935","doi":"10.1177/1363461513501709","title":"The expression of depression among Javanese patients with major depressive disorder: A concept mapping study","year":2013,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NorQuest College; Glenrose Rehabilitation Hospital; University of Alberta","funders":"","keywords":"Indonesian; Psychology; Distress; Poverty; Mental health; Clinical psychology; Socioeconomic status; Depression (economics); Population; Psychiatry; Sociology; Demography","score_opus":0.010355019166811166,"score_gpt":0.28283174579420534,"score_spread":0.2724767266273942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083813935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926381,0.0015166368,0.000038970567,0.00020739029,0.000896269,0.003240016,0.000015929501,0.000058968264,0.0013877342],"genre_scores_gemma":[0.9982703,0.000007869162,0.00012782056,0.000040723306,0.0000747514,0.000615787,0.000045848446,0.000027195038,0.0007897039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980975,0.00021462694,0.0004780925,0.0004263244,0.00036195482,0.00042149288],"domain_scores_gemma":[0.99895674,0.00007224401,0.00028227834,0.0004485908,0.00010878361,0.00013133671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006950681,0.00028796922,0.00028059585,0.00004127528,0.000661959,0.000051409083,0.00037622591,0.000100678626,0.0006065519],"category_scores_gemma":[0.0000031230543,0.00013430652,0.000103002465,0.00019001254,0.00016091499,0.000347733,0.000029564504,0.0002139196,0.000049691458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031909984,0.0013051727,0.9803125,0.000036991256,0.000099547586,0.0000010157438,0.0079037445,0.0000032237924,0.000061655854,0.000024615574,0.0010999481,0.008832471],"study_design_scores_gemma":[0.00701984,0.0004542265,0.9774772,0.00015556852,0.000064171974,0.0000012382969,0.014402978,0.0000030797892,0.00010231158,0.0000703125,0.00005114848,0.00019793422],"about_ca_topic_score_codex":0.0016946837,"about_ca_topic_score_gemma":0.0006946404,"teacher_disagreement_score":0.0086345365,"about_ca_system_score_codex":0.000017080367,"about_ca_system_score_gemma":0.000009580572,"threshold_uncertainty_score":0.6641318},"labels":[],"label_agreement":null},{"id":"W2084039255","doi":"10.1016/j.jpsychires.2011.02.001","title":"The association between antidepressant use and depression eight years later: A national cohort study","year":2011,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Health Research Board","keywords":"Antidepressant; Depression (economics); Medicine; Psychiatry; Observational study; Population; Cohort study; Logistic regression; Cohort; Psychology; Internal medicine; Anxiety; Environmental health","score_opus":0.13911204643739936,"score_gpt":0.45482826784679553,"score_spread":0.31571622140939615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084039255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938037,0.0009909471,0.000004694657,0.00019033863,0.0008540077,0.00059053145,0.000007043563,0.0000048810907,0.003553866],"genre_scores_gemma":[0.9977702,0.00036886657,0.0001299962,0.00001589945,0.0006158559,0.000022272188,0.0000017266877,0.000012439933,0.0010627344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966907,0.000911915,0.0005312353,0.00018378726,0.001337505,0.0003448717],"domain_scores_gemma":[0.99777555,0.0009716181,0.00041180034,0.00016838932,0.00053393067,0.00013869444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058956924,0.00008621471,0.00019032518,0.0003507945,0.0004681201,0.00012946493,0.00029623258,0.000092573166,0.00012904416],"category_scores_gemma":[0.000207574,0.00005314745,0.00005850308,0.0003964597,0.000041669988,0.0002319303,0.000077864395,0.00055457116,0.0000415145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025666898,0.00036973262,0.9782476,0.0000047083086,0.00025344224,0.000026758058,0.000869098,6.4744896e-8,0.0000016345365,0.000091556496,0.014533552,0.005345206],"study_design_scores_gemma":[0.0012986405,0.0004431559,0.9955704,0.000011393079,0.000056634522,0.00001166404,0.00043900512,0.0000015637008,0.000007261584,0.0009658717,0.0011435136,0.000050863295],"about_ca_topic_score_codex":0.0003559375,"about_ca_topic_score_gemma":0.00003803683,"teacher_disagreement_score":0.017322855,"about_ca_system_score_codex":0.00014960232,"about_ca_system_score_gemma":0.000059588914,"threshold_uncertainty_score":0.36004487},"labels":[],"label_agreement":null},{"id":"W2084420206","doi":"10.1111/hex.12338","title":"Collaborative mental health services in primary care systems in Latin America: contextualized evaluation needs and opportunities","year":2015,"lang":"en","type":"article","venue":"Health Expectations","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Canadian Health Services Research Foundation","keywords":"Mental health; Latin Americans; Context (archaeology); Focus group; Referral; Flexibility (engineering); Inclusion (mineral); Nursing; Medicine; Psychology; Business; Political science; Geography; Psychiatry","score_opus":0.11601078849231337,"score_gpt":0.4301105881275921,"score_spread":0.31409979963527873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084420206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8269664,0.14866628,0.000009987163,0.008714568,0.00091294944,0.0052911807,0.00036477845,0.00007167799,0.009002182],"genre_scores_gemma":[0.99381226,0.0005587515,0.00017761684,0.002096905,0.000040945215,0.0014212467,0.0016839065,0.000018304536,0.00019006366],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972489,0.0011185954,0.00068243354,0.0002643784,0.00030749055,0.00037824287],"domain_scores_gemma":[0.99894106,0.00011016445,0.00036521797,0.00015323539,0.00015293191,0.0002774077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035205876,0.00016522221,0.00041362163,0.0004586263,0.00022904179,0.00004027142,0.00007128593,0.000058448022,0.00003825987],"category_scores_gemma":[0.000005758403,0.00016535808,0.0000142285335,0.00057986,0.000054743232,0.00022359562,0.000023309834,0.00011404898,0.000019435674],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025993073,0.00031492946,0.013789069,0.0006835631,0.00002082529,0.000006017118,0.9339494,0.000023604509,0.0000012863696,0.0034560584,0.0019567376,0.045538597],"study_design_scores_gemma":[0.0049012112,0.00046551798,0.03592581,0.00034996556,0.0000046326563,0.000003945115,0.9548471,0.0005469366,4.834442e-7,0.000041954238,0.002787832,0.000124627],"about_ca_topic_score_codex":0.011413225,"about_ca_topic_score_gemma":0.0057721883,"teacher_disagreement_score":0.16684586,"about_ca_system_score_codex":0.0013618177,"about_ca_system_score_gemma":0.00082280027,"threshold_uncertainty_score":0.9951699},"labels":[],"label_agreement":null},{"id":"W2084531668","doi":"10.1007/s00127-004-0710-3","title":"GHQ-28 and cGHQ-28: implications of two scoring methods for the GHQ in a primary care setting","year":2004,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Integre de Sante et de Services Sociaux de Laval","funders":"","keywords":"General Health Questionnaire; Epidemiology; Population; Mental health; Psychiatry; Medicine; Psychology; Demography; Clinical psychology; Internal medicine; Environmental health","score_opus":0.07625732315403291,"score_gpt":0.4878043481015507,"score_spread":0.4115470249475178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084531668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8078876,0.10874045,0.015935233,0.050589435,0.005611199,0.0030178789,0.00014388394,0.0000851096,0.007989174],"genre_scores_gemma":[0.8862024,0.0010667596,0.106033124,0.0042163786,0.0015534826,0.0007187396,0.00008412678,0.000048465972,0.000076523305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968535,0.0008102019,0.0009971261,0.0006346612,0.000055236203,0.0006492808],"domain_scores_gemma":[0.9967202,0.002243765,0.0005594543,0.00031477504,0.00004881163,0.0001129769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002191196,0.00028212037,0.0006775743,0.00018780278,0.00085914164,0.000010078234,0.00025647238,0.00030151586,0.000022911328],"category_scores_gemma":[0.0000877501,0.0002232548,0.00018192247,0.00044416302,0.00027611968,0.00008245068,0.00007353357,0.0003940194,0.0000029584558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002417356,0.00019979669,0.6886095,0.000483518,0.00011039504,2.5952878e-7,0.0030211953,0.0000116310475,0.000012198699,0.17876238,0.0005371652,0.12801026],"study_design_scores_gemma":[0.0040269326,0.00029644938,0.7930004,0.000051460767,0.0001672647,0.000018953508,0.0030284282,0.000007692874,0.0000022440704,0.19829461,0.00087371643,0.00023186613],"about_ca_topic_score_codex":0.00096019136,"about_ca_topic_score_gemma":0.00042825146,"teacher_disagreement_score":0.1277784,"about_ca_system_score_codex":0.00008807643,"about_ca_system_score_gemma":0.00012154301,"threshold_uncertainty_score":0.91040665},"labels":[],"label_agreement":null},{"id":"W2084543718","doi":"10.1503/cmaj.112-2024","title":"Re-rethinking the article by Thombs and colleagues: Figure 1:","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; University of British Columbia; McGill University","funders":"","keywords":"False positive paradox; Depression (economics); Primary care; Population; Medicine; False positives and false negatives; Psychiatry; Computer science; Family medicine; Artificial intelligence; Environmental health","score_opus":0.019627926442849775,"score_gpt":0.3210493121147986,"score_spread":0.3014213856719488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084543718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88939154,0.0037369656,0.000010845791,0.083031215,0.002029451,0.00016072395,0.000022633036,0.000013439191,0.021603169],"genre_scores_gemma":[0.9772754,0.00006507981,0.0000143344,0.018156456,0.0013559966,0.000009649783,0.0000057120724,0.000008277985,0.0031091364],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839866,0.00027912413,0.00023080467,0.000080541235,0.00049149327,0.00051939354],"domain_scores_gemma":[0.998286,0.00029279938,0.00013188992,0.00006943826,0.000047155067,0.00117268],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019669577,0.000073402945,0.00010202276,0.000037784226,0.00083526276,0.000099516845,0.00012908923,0.00022219567,0.010747152],"category_scores_gemma":[0.00025655524,0.000049213595,0.00003063144,0.00011354511,0.00004281576,0.00012946773,0.000009551686,0.00057502306,0.0002774511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056595345,0.000033969925,0.26461172,0.0000021623746,0.00005717534,0.000026040272,0.00523008,2.3881274e-8,0.0000016652015,0.0007192921,0.6887983,0.04051389],"study_design_scores_gemma":[0.0012567863,0.000055731027,0.19470204,0.00004399389,0.000036766505,0.00012403776,0.0057991752,0.000026508253,0.000016567083,0.0005820003,0.79721886,0.00013755973],"about_ca_topic_score_codex":0.003922735,"about_ca_topic_score_gemma":0.013013803,"teacher_disagreement_score":0.10842051,"about_ca_system_score_codex":0.00038332122,"about_ca_system_score_gemma":0.00018358545,"threshold_uncertainty_score":0.9901572},"labels":[],"label_agreement":null},{"id":"W2084783028","doi":"10.1186/1472-6963-14-398","title":"Single item measures of self-rated mental health: a scoping review","year":2014,"lang":"en","type":"review","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":553,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Institute of Health Services and Policy Research; University Health Network; University of Toronto; York University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"CINAHL; PsycINFO; Mental health; Medicine; MEDLINE; Public health; Health equity; Cochrane Library; Scale (ratio); Clinical psychology; Gerontology; Psychiatry; Psychological intervention; Nursing; Meta-analysis","score_opus":0.3679978108526456,"score_gpt":0.5895396998954587,"score_spread":0.22154188904281313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084783028","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002192309,0.9796762,0.0000041043177,0.000385741,0.00080630236,0.016705977,0.00018252397,0.000163177,0.002054076],"genre_scores_gemma":[0.000017600249,0.9937914,0.00035632818,0.0017182988,0.0003786435,0.0018122046,0.0011183257,0.00016384273,0.0006433415],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.980537,0.009913816,0.0038217278,0.0014139022,0.0019066511,0.0024068796],"domain_scores_gemma":[0.992856,0.0016834977,0.0023395608,0.0015990369,0.00042909465,0.0010928025],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.010946469,0.00079226866,0.0052786735,0.00094291376,0.0010137074,0.00008576606,0.0015263775,0.0004932024,0.0011268477],"category_scores_gemma":[0.000039832696,0.0006392797,0.00053237483,0.0023614676,0.00012446268,0.00015809324,0.00043846425,0.0012345738,0.0010152198],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002297124,0.000444346,0.000039884202,0.5442761,0.00008520278,0.0000023948337,0.0006125958,7.847308e-9,2.0798012e-8,0.000039818446,0.0014126698,0.45306394],"study_design_scores_gemma":[0.0004188696,0.00072975643,0.000019805335,0.50613344,0.000045272973,0.000022290355,0.00016542341,0.000002673838,2.6302575e-7,0.000003633468,0.4922372,0.00022136194],"about_ca_topic_score_codex":0.003616674,"about_ca_topic_score_gemma":0.0018638826,"teacher_disagreement_score":0.49082455,"about_ca_system_score_codex":0.0015139834,"about_ca_system_score_gemma":0.0033908251,"threshold_uncertainty_score":0.99978626},"labels":[],"label_agreement":null},{"id":"W2084868640","doi":"10.1097/jgp.0b013e31818f3a7e","title":"Developing a Community-Academic Partnership to Improve Recognition and Treatment of Depression in Underserved African American and White Elders","year":2009,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute on Minority Health and Health Disparities; National Institute of Mental Health","keywords":"General partnership; Mental health; Community-based participatory research; Public relations; Health equity; Participatory action research; Community engagement; Cultural humility; Sustainability; Political science; Medicine; Public health; Medical education; Sociology; Cultural competence; Nursing; Psychiatry","score_opus":0.06531689447860738,"score_gpt":0.3689552322790042,"score_spread":0.3036383378003968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084868640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944994,0.0010439069,0.0001582781,0.0032050353,0.0003042259,0.00035529648,0.000008470616,0.000011675305,0.00041372067],"genre_scores_gemma":[0.99311966,0.000733366,0.005276469,0.00066778,0.00014508581,0.000015951346,0.0000055278106,0.000016903326,0.000019281035],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99793535,0.00052712404,0.0007773074,0.00023258882,0.00016498455,0.000362629],"domain_scores_gemma":[0.99823767,0.0001781532,0.0010645463,0.00019995603,0.000051674473,0.00026797122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042664332,0.00023611289,0.0006434029,0.0005465114,0.00012966474,0.000017298586,0.00016223229,0.00006048769,0.000014268922],"category_scores_gemma":[0.000018436336,0.0001987287,0.00007370507,0.0008787818,0.00016833842,0.0001358435,0.000023880097,0.00032787197,0.0000023507941],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015943788,0.0005011193,0.32558474,0.000024081057,0.00007110897,0.000008500023,0.0067579346,0.0000016165668,0.00013942759,0.00003085834,0.0000731223,0.6652131],"study_design_scores_gemma":[0.0034934343,0.010659209,0.9386385,0.00022249916,0.00011871382,0.00010735953,0.044687938,0.0000034322698,0.00008110578,0.0015844107,0.000113811475,0.00028955447],"about_ca_topic_score_codex":0.0010526656,"about_ca_topic_score_gemma":0.00021233386,"teacher_disagreement_score":0.66492355,"about_ca_system_score_codex":0.00017206278,"about_ca_system_score_gemma":0.000095106145,"threshold_uncertainty_score":0.81039214},"labels":[],"label_agreement":null},{"id":"W2084885548","doi":"10.1521/psyc.2014.77.2.130","title":"Culture and Psychiatric Evaluation: Operationalizing Cultural Formulation for<i>DSM-5</i>","year":2014,"lang":"en","type":"review","venue":"Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":261,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute of Mental Health","keywords":"Operationalization; Psychology; Process (computing); Applied psychology; Clinical psychology; Medical education; Computer science; Medicine","score_opus":0.09654026661412603,"score_gpt":0.4798089775325944,"score_spread":0.38326871091846837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084885548","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003765542,0.9779212,0.0001754016,0.00027202314,0.006480515,0.0040521077,0.0001024366,0.000071993236,0.010886708],"genre_scores_gemma":[0.00012557178,0.9832952,0.0041431547,0.00044318446,0.0034335228,0.002493235,0.0028971469,0.00008011256,0.0030888552],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973924,0.00026851465,0.0008658641,0.00074677885,0.0003273995,0.00039899896],"domain_scores_gemma":[0.99867547,0.000097595126,0.00055393693,0.00039110903,0.0001384393,0.00014347403],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005902308,0.0005287624,0.0010060357,0.00017230118,0.0006207073,0.00013294486,0.00023321672,0.00052317564,0.00043213664],"category_scores_gemma":[0.000016370146,0.00038478128,0.00039063496,0.00029982778,0.000023092796,0.0002106912,0.000035582547,0.00031175834,0.00018161032],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023732056,0.00012832861,0.00020704487,0.008964835,0.00020805295,1.7359827e-7,0.0002289515,3.5059824e-7,1.9065947e-8,0.055929672,0.040012542,0.8942963],"study_design_scores_gemma":[0.0014146375,0.00016638119,0.00009518754,0.0015882391,0.0016273675,0.00005053338,0.00009092838,0.000052793377,2.0549967e-8,0.0024542557,0.9920171,0.00044257633],"about_ca_topic_score_codex":0.000018988094,"about_ca_topic_score_gemma":0.000035733396,"teacher_disagreement_score":0.95200455,"about_ca_system_score_codex":0.00012469145,"about_ca_system_score_gemma":0.0001501644,"threshold_uncertainty_score":0.9998604},"labels":[],"label_agreement":null},{"id":"W2085066854","doi":"10.1002/wps.20133","title":"Global priorities of civil society for mental health services: findings from a 53 country survey","year":2014,"lang":"en","type":"letter","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; World Bank Group","keywords":"Mental health; Global mental health; Medicine; Life expectancy; Global health; Health policy; Psychiatry; Economic growth; Public health; Environmental health; Population; Nursing","score_opus":0.024589817512064616,"score_gpt":0.3439914401718403,"score_spread":0.3194016226597757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085066854","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060466833,0.03482015,0.000117131705,0.7294497,0.060522087,0.0076471884,0.089822315,0.000448725,0.016705882],"genre_scores_gemma":[0.012843269,0.00014982486,0.0018768491,0.934248,0.0073677073,0.00037046304,0.031165522,0.0001688261,0.011809559],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99599284,0.0003127591,0.0010993141,0.0010090045,0.0005341536,0.0010519554],"domain_scores_gemma":[0.9976822,0.00033809323,0.0009309809,0.0008180104,0.00007113636,0.00015955618],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006278838,0.00068616704,0.0011988753,0.00011767858,0.00044068092,0.00007359427,0.0007807375,0.00075156,0.0012454317],"category_scores_gemma":[0.0000014756667,0.0006683512,0.0006133535,0.00043286756,0.00014297427,0.00009445438,0.000093073315,0.0007275485,0.000091238166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028407585,0.00019136653,0.16148125,0.0024318094,0.0005769419,0.0000012958543,0.0008459418,5.197676e-8,7.4672194e-8,0.00042034927,0.8334949,0.00027194334],"study_design_scores_gemma":[0.003500442,0.00036123916,0.09284746,0.0013332849,0.00014949775,0.0000056110357,0.00047965738,0.0000072495263,2.5011076e-7,0.0016336687,0.8990791,0.00060254714],"about_ca_topic_score_codex":0.021870602,"about_ca_topic_score_gemma":0.07329666,"teacher_disagreement_score":0.2047983,"about_ca_system_score_codex":0.00042449962,"about_ca_system_score_gemma":0.00029256355,"threshold_uncertainty_score":0.9996676},"labels":[],"label_agreement":null},{"id":"W2085622475","doi":"10.4103/0019-5545.37676","title":"More on responsibility of psychiatrists in Indian setting","year":2007,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology","score_opus":0.016602858348530883,"score_gpt":0.3826631396671791,"score_spread":0.3660602813186482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085622475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869353,0.001027209,0.000012058305,0.0027171993,0.004700453,0.0002839241,0.000018800172,0.000008704492,0.0042963466],"genre_scores_gemma":[0.99620837,0.0000092105865,0.0023160216,0.000702186,0.00063057366,0.0000023176688,0.0000035408927,0.000024266921,0.00010352415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972045,0.00022918734,0.0014370321,0.00024894273,0.0003806811,0.0004996809],"domain_scores_gemma":[0.9979646,0.00022606782,0.0010992106,0.00037266896,0.000070834416,0.00026658567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002682665,0.00020376526,0.00040365112,0.00097612396,0.00008948201,0.000012523619,0.00037303768,0.00021786286,0.00038087272],"category_scores_gemma":[0.000050221854,0.0001765506,0.00019634982,0.00058338564,0.00008720027,0.00013207966,0.000018213472,0.00068581273,0.0000423707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028688156,0.0012510591,0.9530499,0.00012024436,0.00006876777,0.0005429316,0.007457551,0.000003191104,0.000020250678,0.0012079502,0.001937215,0.03147211],"study_design_scores_gemma":[0.0032252555,0.0011188402,0.98423153,0.00043038125,0.000019997628,0.0003086878,0.0065474412,2.6671037e-7,0.00018532983,0.0035483313,0.00022441916,0.00015954435],"about_ca_topic_score_codex":0.00010248194,"about_ca_topic_score_gemma":0.00065001426,"teacher_disagreement_score":0.031312566,"about_ca_system_score_codex":0.00013306976,"about_ca_system_score_gemma":0.00020551379,"threshold_uncertainty_score":0.71995246},"labels":[],"label_agreement":null},{"id":"W2086018616","doi":"10.1371/journal.pone.0067162","title":"Association of Psychotherapy with Disability Benefit Claim Closure among Patients Disabled Due to Depression","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Health Canada","keywords":"Depression (economics); Receipt; Closure (psychology); Medicine; Proportional hazards model; Psychiatry; Internal medicine; Accounting","score_opus":0.02420924568353025,"score_gpt":0.2915609401642281,"score_spread":0.26735169448069784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086018616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99230343,0.000021176134,0.0000069814487,0.0005797914,0.00008698453,0.001650558,0.000034399534,0.000038191985,0.0052784695],"genre_scores_gemma":[0.9963352,0.000008078074,0.0003451756,0.00016110046,0.000055103097,0.00048193656,0.00006249235,0.00002248028,0.0025283995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986813,0.00008170373,0.00029211675,0.00030162476,0.00036858817,0.00027468198],"domain_scores_gemma":[0.9990908,0.000097161894,0.00022231028,0.00034182568,0.000121070974,0.00012685961],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010295211,0.00013737922,0.00028574935,0.000030055695,0.000088930596,0.00001745149,0.00012969987,0.000118288626,0.0030082145],"category_scores_gemma":[0.000009368485,0.00010214493,0.00003467487,0.00016527936,0.000029659563,0.00016870476,0.000012680204,0.00009546285,0.00021814195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002976734,0.006678726,0.98581594,0.00006144487,0.00021328901,2.6820342e-7,0.00049997814,5.919251e-7,0.00013791764,0.000055484503,0.0008749982,0.0053636692],"study_design_scores_gemma":[0.0019675961,0.00048044074,0.99469817,0.0001477643,0.00005842287,4.469995e-8,0.000034586665,0.0000065744816,0.0017534777,0.00072604074,0.000015679712,0.000111188194],"about_ca_topic_score_codex":0.00083776936,"about_ca_topic_score_gemma":0.0006193221,"teacher_disagreement_score":0.0088822255,"about_ca_system_score_codex":0.00012459388,"about_ca_system_score_gemma":0.0000033159315,"threshold_uncertainty_score":0.99790317},"labels":[],"label_agreement":null},{"id":"W2086148016","doi":"10.1016/j.genhosppsych.2008.01.006","title":"Recognition of depression in older medical inpatients discharged to ambulatory care settings: a longitudinal study","year":2008,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; St Mary's Hospital Centre","funders":"","keywords":"Depression (economics); Medicine; Ambulatory; Medical prescription; Referral; Logistic regression; Longitudinal study; Medical diagnosis; Psychiatry; Cohort; Internal medicine; Family medicine","score_opus":0.02297409592508576,"score_gpt":0.34329710502260685,"score_spread":0.3203230090975211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086148016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928754,0.00089148065,0.000008311995,0.0002578657,0.0033783922,0.0014371802,0.000039658422,0.000038807942,0.0010728897],"genre_scores_gemma":[0.99825037,0.000009049987,0.00052883517,0.0003509959,0.00033436174,0.00026334487,0.00011668878,0.00002896875,0.000117378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997822,0.00013970227,0.0005735345,0.000554529,0.0005153865,0.00039483965],"domain_scores_gemma":[0.9992109,0.000016619191,0.00015846117,0.00031035492,0.000058434172,0.0002452395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001403153,0.00022304985,0.0003060485,0.00020052967,0.00015768477,0.000006402608,0.00022691328,0.00015904718,0.0007444258],"category_scores_gemma":[0.000013772556,0.00019535064,0.00008158379,0.00031805885,0.00004354432,0.00012276691,0.00009768106,0.00023202226,0.00014961114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023010097,0.0033800064,0.97484607,0.00006327532,0.00003165921,0.00004603393,0.008935774,0.0000011126676,0.0000033613012,0.000012264813,0.0028534997,0.0095968405],"study_design_scores_gemma":[0.0035484652,0.0012538679,0.9908806,0.00020627366,0.000018342056,0.000008567294,0.0037479233,0.0000032730366,0.00003912997,0.000059771686,0.000017022587,0.00021673484],"about_ca_topic_score_codex":0.0005789812,"about_ca_topic_score_gemma":0.0003189028,"teacher_disagreement_score":0.016034557,"about_ca_system_score_codex":0.00007099281,"about_ca_system_score_gemma":0.000054027543,"threshold_uncertainty_score":0.81509405},"labels":[],"label_agreement":null},{"id":"W2087089708","doi":"10.1007/s11606-007-0428-5","title":"Recognition of Depression by Non-psychiatric Physicians—A Systematic Literature Review and Meta-analysis","year":2007,"lang":"en","type":"review","venue":"Journal of General Internal Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":399,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; St Mary's Hospital Centre; University of Calgary","funders":"","keywords":"Medicine; Depression (economics); Meta-analysis; Odds ratio; MEDLINE; Psychiatry; Confidence interval; Cochrane Library; Receiver operating characteristic; CINAHL; Population; Diagnostic odds ratio; Internal medicine; Psychological intervention","score_opus":0.1077809304516014,"score_gpt":0.46450810379468804,"score_spread":0.3567271733430866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087089708","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020063775,0.9965615,0.00021737684,0.00021703045,0.0008503416,0.001069609,0.00010125184,0.000003843004,0.00095898466],"genre_scores_gemma":[0.000043090695,0.99302876,0.00023173782,0.0009726285,0.0007109664,0.000050573726,0.00013516044,0.000033348617,0.0047937525],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99493885,0.00066447584,0.0032656044,0.0003213545,0.0005647249,0.00024499203],"domain_scores_gemma":[0.9929697,0.0003009875,0.005869721,0.0003378212,0.00032857098,0.00019323209],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016073943,0.0005107311,0.008456191,0.0010453303,0.000049103837,0.000017061735,0.00039615974,0.0002655004,0.00094307493],"category_scores_gemma":[0.00004881269,0.00025521682,0.002082454,0.0011744612,0.00005689853,0.00012640038,0.000038105674,0.0007169487,0.0000114180775],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057700025,0.00024359189,0.000008095452,0.59834284,0.12287246,0.00016964217,0.00014477546,3.586291e-8,0.0000013284423,0.0000041393446,0.0425917,0.2355637],"study_design_scores_gemma":[0.0004973843,0.0005770521,0.000007721684,0.21133126,0.7601849,0.00081070233,0.000021576965,7.811603e-7,0.000002253946,0.000017240192,0.026365643,0.00018351022],"about_ca_topic_score_codex":0.000074993826,"about_ca_topic_score_gemma":0.0000044684725,"teacher_disagreement_score":0.6373124,"about_ca_system_score_codex":0.0000725577,"about_ca_system_score_gemma":0.00001575677,"threshold_uncertainty_score":0.99999},"labels":[],"label_agreement":null},{"id":"W2087723354","doi":"10.5539/ass.v8n9p74","title":"Mental Health Literacy among Family Caregivers of Schizophrenia Patients","year":2012,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health literacy; Mental illness; Mental health; Ethnic group; Psychology; Stigma (botany); Literacy; Family caregivers; Coping (psychology); Middle Eastern Mental Health Issues & Syndromes; Psychiatry; Health literacy; Help-seeking; Clinical psychology; Medicine; Nursing; Health care","score_opus":0.019346803023437175,"score_gpt":0.3663850514724695,"score_spread":0.34703824844903236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087723354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8591715,0.0001501586,0.000004365495,0.00023505924,0.001307518,0.0003107735,0.00003695618,0.000019511896,0.13876414],"genre_scores_gemma":[0.9992283,0.0000039279007,0.00014987096,0.00020814502,0.00014430408,0.0000129458385,0.000018645529,0.000006834173,0.00022704381],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985369,0.000059611444,0.00021862514,0.0002134419,0.00038512365,0.00058632944],"domain_scores_gemma":[0.99937624,0.000010632617,0.00020088074,0.00012438408,0.0000459977,0.00024183774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030499458,0.0000998178,0.0001535081,0.00009370467,0.0007121322,0.00002371522,0.0002848753,0.000041498326,0.00016722563],"category_scores_gemma":[0.0000046962855,0.00009108657,0.00004701133,0.00052264053,0.0005158971,0.00064237235,0.0000682595,0.0000780339,0.00007844601],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054724405,0.0003562865,0.26377138,0.000013125214,0.000007967231,3.9020028e-7,0.047412988,1.5080538e-9,0.00003169177,0.006027825,0.0022684764,0.68005514],"study_design_scores_gemma":[0.0007888437,0.000099619145,0.994181,0.000014805039,0.000003037837,2.4750233e-7,0.0037106741,2.3594227e-7,0.000044485023,0.000043752985,0.0010349446,0.00007837114],"about_ca_topic_score_codex":0.0008876732,"about_ca_topic_score_gemma":0.000011035089,"teacher_disagreement_score":0.7304096,"about_ca_system_score_codex":0.00023122871,"about_ca_system_score_gemma":0.000057514422,"threshold_uncertainty_score":0.5477217},"labels":[],"label_agreement":null},{"id":"W2087723750","doi":"10.1097/jac.0b013e31820f6435","title":"Integrating Mental Health Services Within Primary Care Settings","year":2011,"lang":"en","type":"article","venue":"Journal of Ambulatory Care Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mental health; Addiction; Primary care; Nursing; Health care; Collaborative Care; Medicine; Psychology; Psychiatry; Family medicine; Political science","score_opus":0.01690905182197521,"score_gpt":0.312863789760647,"score_spread":0.2959547379386718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087723750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88694835,0.010490322,0.000040629093,0.00024374742,0.0039822394,0.0009947,0.00002623529,0.00006247317,0.0972113],"genre_scores_gemma":[0.9910229,0.00007237615,0.00499227,0.0030343377,0.00019425413,0.00001629004,0.000046875764,0.000035951572,0.0005847308],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979442,0.00014015225,0.0008612951,0.00025727868,0.00042798813,0.00036910718],"domain_scores_gemma":[0.99835503,0.000011551322,0.0010243404,0.00027474985,0.00012613738,0.00020818463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038109825,0.00024096576,0.00037666078,0.00025423686,0.00029510076,0.00003952871,0.00038925148,0.000063927226,0.00034489337],"category_scores_gemma":[5.4732584e-7,0.00017518557,0.00015633336,0.00014748506,0.000036528974,0.0002522796,0.0001371202,0.00026672115,0.000052890726],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076258765,0.0005388489,0.03225774,0.0064519257,0.0008403854,0.0006198046,0.6481654,0.000005506069,0.000021212836,0.0035080588,0.007580328,0.29924822],"study_design_scores_gemma":[0.0039610695,0.0019268526,0.12145168,0.002362965,0.00019134613,0.00012689964,0.8488155,0.000003940939,0.00023851104,0.00014561598,0.020338621,0.00043697658],"about_ca_topic_score_codex":0.00015944887,"about_ca_topic_score_gemma":0.00004381749,"teacher_disagreement_score":0.29881126,"about_ca_system_score_codex":0.0007835897,"about_ca_system_score_gemma":0.00004452564,"threshold_uncertainty_score":0.71438605},"labels":[],"label_agreement":null},{"id":"W2088553619","doi":"10.1176/appi.ajp.158.10.1579","title":"Improving the Psychiatric Knowledge, Skills, and Attitudes of Primary Care Physicians, 1950–2000: A Review","year":2001,"lang":"en","type":"review","venue":"American Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":238,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Relevance (law); MEDLINE; Psychology; Perception; Primary care; Mental health; Variety (cybernetics); Empirical research; Health care; Nursing; Medicine; Psychiatry; Medical education; Family medicine","score_opus":0.019210676365948642,"score_gpt":0.37713515855123103,"score_spread":0.3579244821852824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088553619","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026799375,0.99187905,0.0000150465075,0.00025622488,0.0033274381,0.0010533156,0.000057204237,0.000013959413,0.0031297677],"genre_scores_gemma":[0.00014135867,0.995727,0.0013591821,0.00076972524,0.0015298869,0.00005628935,0.0000347349,0.000090603455,0.00029123845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591655,0.00074947317,0.0020167283,0.0004581621,0.0003655847,0.0004935007],"domain_scores_gemma":[0.9934037,0.00026765827,0.0052619986,0.00070119917,0.00018037079,0.00018509632],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005688943,0.00063068856,0.0032926758,0.00036366223,0.00021457662,0.000028696515,0.0008885171,0.00014503607,0.00012530295],"category_scores_gemma":[0.000011576842,0.00038660975,0.001041398,0.0013944729,0.00039019014,0.00011743804,0.00010109345,0.00094115915,0.000036338926],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020403413,0.0010420062,0.0018313187,0.05841941,0.00051076466,0.000009730633,0.00032996733,1.9085412e-8,1.29781705e-8,0.00009389701,0.0045084255,0.93323404],"study_design_scores_gemma":[0.0010420373,0.0020850108,0.005329047,0.12265423,0.0067414693,0.0010925559,0.0011153786,6.1471745e-8,3.3587376e-8,0.00004117514,0.8592273,0.0006717218],"about_ca_topic_score_codex":0.00012070912,"about_ca_topic_score_gemma":0.00004982796,"teacher_disagreement_score":0.9325623,"about_ca_system_score_codex":0.00022993801,"about_ca_system_score_gemma":0.00088738464,"threshold_uncertainty_score":0.99985856},"labels":[],"label_agreement":null},{"id":"W2088735467","doi":"10.1080/09540260500050016","title":"Shadows of culture in psychosis in south India: A methodological exploration and illustration","year":2005,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute; Douglas College","funders":"","keywords":"Narrative; Vision; Psychology; Convergence (economics); Divergence (linguistics); Concordance; Schizophrenia (object-oriented programming); Psychosis; Social psychology; Developmental psychology; Sociology; Anthropology; Medicine; Psychiatry; Art; Philosophy","score_opus":0.11164075188230081,"score_gpt":0.45339305296987154,"score_spread":0.3417523010875707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088735467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8208086,0.13147037,0.00068732054,0.018878633,0.0020480053,0.0016473227,0.00007072456,0.000019769066,0.024369292],"genre_scores_gemma":[0.9774863,0.011986613,0.008990374,0.0010658725,0.0001433316,0.00013049222,0.0000562372,0.000006196333,0.00013458719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868894,0.00018071526,0.00066170003,0.00020251556,0.00016959287,0.00009656635],"domain_scores_gemma":[0.9994592,0.00005087289,0.00031259866,0.0001064625,0.00004257352,0.000028294822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005674355,0.00009712005,0.0002617778,0.00015032064,0.000011118091,0.0000041774783,0.00013117197,0.00008880567,0.0005652381],"category_scores_gemma":[0.000049830043,0.000077782635,0.000053799296,0.00019503925,0.000031739593,0.00017657339,0.00001739357,0.00012495862,0.00001390532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033255495,0.0015430875,0.62598264,0.0026724695,0.000084626816,0.0000031915447,0.0057439203,0.000009413641,0.000057452708,0.08019383,0.0034891372,0.2798877],"study_design_scores_gemma":[0.00411024,0.0004894437,0.9566938,0.01216895,0.00006158536,0.000018551364,0.0024862548,0.00011071982,0.00010467274,0.015803715,0.007623389,0.00032867875],"about_ca_topic_score_codex":0.00005164016,"about_ca_topic_score_gemma":0.00019863251,"teacher_disagreement_score":0.3307112,"about_ca_system_score_codex":0.000035167333,"about_ca_system_score_gemma":0.000013839323,"threshold_uncertainty_score":0.6188961},"labels":[],"label_agreement":null},{"id":"W2089338545","doi":"10.1136/ebmh.4.2.49","title":"Nurse telehealth care reduced depressive symptoms and improved functioning","year":2001,"lang":"en","type":"article","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Medical prescription; Primary care; Telehealth; Depression (economics); Internal medicine; Psychiatry; Telemedicine; Family medicine; Health care; Nursing","score_opus":0.038572577317505324,"score_gpt":0.3825652590545313,"score_spread":0.343992681737026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089338545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590362,0.027021732,0.000078714904,0.0067455536,0.0021023944,0.0023837772,0.000043479475,0.00021195403,0.0023762125],"genre_scores_gemma":[0.99190736,0.0005719652,0.00028155855,0.0053422786,0.0003432595,0.00038979962,0.00016339072,0.000050849205,0.00094952795],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996822,0.0003328621,0.0006432133,0.00085480843,0.00033405138,0.0010130682],"domain_scores_gemma":[0.9981183,0.00022135024,0.0004097963,0.0004847523,0.00006397844,0.0007018357],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038795808,0.00037106074,0.000448648,0.00020378447,0.0012227045,0.000070763046,0.00020480852,0.00014536422,0.0007602288],"category_scores_gemma":[0.000018791783,0.00033991146,0.00008227211,0.0003666286,0.0001378272,0.00036329177,0.000040311814,0.00033085534,0.00012828456],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002670695,0.0005835503,0.15637153,0.00078007806,0.0000769312,0.000048780556,0.009638236,0.000006071284,0.0005455316,0.0004839582,0.0035618758,0.82523274],"study_design_scores_gemma":[0.024311122,0.013165326,0.895733,0.0076528173,0.00020229642,0.00041545942,0.037452973,0.0005395957,0.0036731004,0.00018862987,0.014524533,0.002141165],"about_ca_topic_score_codex":0.003704588,"about_ca_topic_score_gemma":0.00038029999,"teacher_disagreement_score":0.8230916,"about_ca_system_score_codex":0.0010197532,"about_ca_system_score_gemma":0.000359981,"threshold_uncertainty_score":0.9999053},"labels":[],"label_agreement":null},{"id":"W2089629468","doi":"10.1007/s00127-012-0500-2","title":"The prevalence and correlates of neurotic disorders among undergraduates at a mainland Chinese university","year":2012,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Neuroticism; Prevalence; Epidemiology; Mental health; Medicine; Stratified sampling; Demography; Public health; Family history; Psychiatry; Clinical psychology; Psychology; Personality","score_opus":0.02181463926447248,"score_gpt":0.3295474705853531,"score_spread":0.30773283132088064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089629468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95919955,0.027316729,0.000024355104,0.0060871816,0.0032856679,0.00045111933,0.000026913374,0.000030897303,0.0035776044],"genre_scores_gemma":[0.9931655,0.004341966,0.00010483341,0.00021478167,0.00038582337,0.000011183053,0.000008658196,0.000016065034,0.0017511989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99740165,0.001095874,0.00044398208,0.00035672096,0.00007345373,0.0006282872],"domain_scores_gemma":[0.9973774,0.0017929615,0.00042223788,0.00020400573,0.000015096539,0.00018831498],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010078934,0.00024128129,0.0004036744,0.00008088945,0.0013243587,0.0000054031693,0.00018839433,0.000237671,0.00008203491],"category_scores_gemma":[0.00007034177,0.00016952511,0.000117611795,0.0002993889,0.00074288703,0.00011643039,0.000101161495,0.00026636908,0.0000146001585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031619283,0.00016751759,0.94605196,0.00018183059,0.00008689727,2.7144426e-7,0.00066488475,2.6879252e-7,1.9387181e-7,0.048814207,0.0020309521,0.0016848425],"study_design_scores_gemma":[0.0009580754,0.00019495255,0.96988297,0.000010283287,0.00012834877,0.000012463194,0.0005799851,0.000011866949,3.0135e-8,0.027203478,0.00086451444,0.0001530325],"about_ca_topic_score_codex":0.00034175985,"about_ca_topic_score_gemma":0.00049593236,"teacher_disagreement_score":0.03396596,"about_ca_system_score_codex":0.000024644554,"about_ca_system_score_gemma":0.000016307578,"threshold_uncertainty_score":0.9999758},"labels":[],"label_agreement":null},{"id":"W2090062731","doi":"10.1111/j.1559-1816.2004.tb01984.x","title":"An Adaptation and Extension of the Attitudes Toward Seeking Professional Psychological Help Scale<sup>1</sup>","year":2004,"lang":"en","type":"article","venue":"Journal of Applied Social Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":365,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Openness to experience; Scale (ratio); Social psychology; Mental health; Help-seeking; Clinical psychology; Adaptation (eye); Extension (predicate logic); Applied psychology; Psychiatry","score_opus":0.08467936450430373,"score_gpt":0.43635455586285365,"score_spread":0.3516751913585499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090062731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920497,0.00017760824,0.0005092961,0.0027786524,0.0010666228,0.0003746236,0.000005660077,0.000014933331,0.0030228847],"genre_scores_gemma":[0.99616027,0.000036424644,0.0012251296,0.0018811346,0.0006238474,0.00001778972,0.000004371857,0.000019672692,0.00003137801],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981009,0.00021754691,0.00071291445,0.00031956309,0.00033798677,0.00031113203],"domain_scores_gemma":[0.99878013,0.00006740535,0.000712039,0.00020728659,0.000113771006,0.00011938403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006429163,0.00018755786,0.0004264969,0.000120175166,0.00033875444,0.000015962478,0.00033335746,0.00034712924,0.00016908284],"category_scores_gemma":[0.000008539462,0.0001234634,0.00012956935,0.00021638809,0.00034092914,0.00011678096,0.000044150376,0.0005200525,0.0000123554555],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020213962,0.019324232,0.07105391,0.0003247592,0.00078634184,0.00019691633,0.14047445,0.0007773516,0.050821867,0.08570027,0.006668801,0.6036571],"study_design_scores_gemma":[0.006001142,0.0011246963,0.9608282,0.00008776188,0.00008139421,0.00021066848,0.007116899,0.000014090018,0.00015540625,0.023960121,0.00022807565,0.00019156447],"about_ca_topic_score_codex":0.000019513622,"about_ca_topic_score_gemma":0.000011108295,"teacher_disagreement_score":0.88977426,"about_ca_system_score_codex":0.00006244078,"about_ca_system_score_gemma":0.00003408263,"threshold_uncertainty_score":0.50346917},"labels":[],"label_agreement":null},{"id":"W2090076762","doi":"10.1007/s10597-013-9637-z","title":"Psychiatry Residents’ Perception of Public/Community Psychiatry Fellowship Training","year":2013,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Public health; Flexibility (engineering); Psychiatry; Perception; Training (meteorology); Psychology; Medicine; Medical education; Nursing","score_opus":0.17342703331609471,"score_gpt":0.4268561926346268,"score_spread":0.2534291593185321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090076762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659588,0.0020188824,0.000097776625,0.015037014,0.005717817,0.00094094797,0.00003936756,0.00007971276,0.010109727],"genre_scores_gemma":[0.99108547,0.00031424573,0.0038739543,0.0033801664,0.00043948978,0.00006312481,0.00017678627,0.000055017706,0.0006117736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9884126,0.008336104,0.001487174,0.00018507444,0.00052310195,0.0010559419],"domain_scores_gemma":[0.9965958,0.00024385813,0.0010840624,0.0010376573,0.00015347806,0.00088515534],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005205843,0.00036775353,0.0006113716,0.00041541856,0.0058914125,0.0001591926,0.0012821323,0.00022071217,0.005511693],"category_scores_gemma":[0.000036323872,0.00034312662,0.00025082467,0.00042193328,0.00027300674,0.00078625465,0.0002534679,0.004057882,0.00038621042],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030045264,0.007458427,0.48336056,0.00081846217,0.00025945163,0.0000018497201,0.08299055,5.7191863e-7,0.00010382589,0.0024986325,0.091557905,0.33064932],"study_design_scores_gemma":[0.002802945,0.0015285028,0.7548407,0.0005481274,0.000017907834,0.00036318434,0.23191851,0.000009431554,0.0000038028736,0.0071948655,0.00052397297,0.00024808737],"about_ca_topic_score_codex":0.015910883,"about_ca_topic_score_gemma":0.002598735,"teacher_disagreement_score":0.33040124,"about_ca_system_score_codex":0.000603968,"about_ca_system_score_gemma":0.0004361236,"threshold_uncertainty_score":0.99990207},"labels":[],"label_agreement":null},{"id":"W2090432427","doi":"10.1186/1471-244x-9-38","title":"Persistence and compliance to antidepressant treatment in patients with depression: A chart review","year":2009,"lang":"en","type":"review","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":216,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Antidepressant; Discontinuation; Depression (economics); Odds ratio; Persistence (discontinuity); Psychiatry; Sertraline; Major depressive disorder; Anxiolytic; Retrospective cohort study; Internal medicine; Anxiety","score_opus":0.11245003282995679,"score_gpt":0.4104115039065035,"score_spread":0.2979614710765467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090432427","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004905118,0.99049467,0.0000031364796,0.00012127852,0.00071128097,0.005439567,0.00008471982,0.000039797203,0.0026150625],"genre_scores_gemma":[0.00008780648,0.9959493,0.0010585411,0.0007323461,0.00012700033,0.0010156801,0.00016916533,0.000050731367,0.0008093745],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972005,0.00025235227,0.0007313414,0.001048584,0.0002439252,0.00052333105],"domain_scores_gemma":[0.99845254,0.000046117068,0.00038668342,0.00081263727,0.000027889906,0.00027411763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012658833,0.0006459771,0.0018454803,0.00018004491,0.00013367437,0.00003205794,0.00031868793,0.00019284972,0.00021876712],"category_scores_gemma":[0.0000045298543,0.0004108218,0.00020128246,0.00043065686,0.00003648725,0.00008629424,0.000052943924,0.0002162716,0.0002728657],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010039226,0.001034015,0.18454951,0.024977928,0.00006377965,0.0000047565277,0.000038119397,2.9282376e-8,3.8285064e-10,0.000032833697,0.0022049248,0.78699374],"study_design_scores_gemma":[0.0023375137,0.0010973235,0.2191325,0.21697739,0.0007051956,0.000034373246,0.000022565999,1.7590615e-7,7.70246e-9,0.000008662067,0.5590435,0.0006407987],"about_ca_topic_score_codex":0.00008278578,"about_ca_topic_score_gemma":0.00018431101,"teacher_disagreement_score":0.78635293,"about_ca_system_score_codex":0.00016290072,"about_ca_system_score_gemma":0.000116402676,"threshold_uncertainty_score":0.99983436},"labels":[],"label_agreement":null},{"id":"W2091483709","doi":"10.7870/cjcmh-2004-0003","title":"Barriers to Treating Depression in the Family Physician's Office","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Dr. Everett Chalmers Regional Hospital; Dalhousie University","funders":"","keywords":"Reimbursement; Economic shortage; Depression (economics); Medicine; Family medicine; Qualitative research; Stigma (botany); Nursing; Psychiatry; Health care","score_opus":0.04999106882603247,"score_gpt":0.38129890597932853,"score_spread":0.33130783715329604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091483709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794832,0.0015385575,0.0000097363745,0.0070462213,0.00054099085,0.000454903,0.000035089975,0.0000043960717,0.010886899],"genre_scores_gemma":[0.97043735,0.000016005368,0.0000846126,0.029307526,0.00008024518,0.000010114477,0.00001445681,0.000013743523,0.00003596613],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99773246,0.001033056,0.00046869606,0.00007047191,0.00018492197,0.00051039853],"domain_scores_gemma":[0.99815536,0.00011965552,0.00024134573,0.00029600062,0.000031600204,0.0011560415],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013187791,0.00013823238,0.00025674954,0.00027062383,0.0014241853,0.00003690127,0.0006244975,0.00004882158,0.000063816275],"category_scores_gemma":[0.000023667975,0.000104515326,0.00006364944,0.0003662076,0.000046782672,0.00013704004,0.000019220039,0.00076030986,0.000034605448],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000916946,0.0011198869,0.063923694,0.0002019223,0.00012132493,0.0003904326,0.5703032,0.00034182688,0.0001290151,0.0041725095,0.034905918,0.3234733],"study_design_scores_gemma":[0.0069108447,0.0031281793,0.6237253,0.0013751998,0.000022396238,0.0002826154,0.34422252,0.0000034725774,0.00012699472,0.0012660688,0.018556306,0.00038012734],"about_ca_topic_score_codex":0.21241659,"about_ca_topic_score_gemma":0.16506383,"teacher_disagreement_score":0.5598016,"about_ca_system_score_codex":0.0010945235,"about_ca_system_score_gemma":0.00097110425,"threshold_uncertainty_score":0.99987584},"labels":[],"label_agreement":null},{"id":"W2091551984","doi":"10.1503/cmaj.109-4668","title":"Mental illness stigma in health care settings a barrier to care","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Commission; Mental health; Health care; Social stigma; Medicine; Psychiatry; Mental health care; Nursing; Mental illness; Psychology; Family medicine; Political science","score_opus":0.007780411418176852,"score_gpt":0.3167728420562507,"score_spread":0.30899243063807386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091551984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91162133,0.0014745664,0.0000043062614,0.07571827,0.0031197083,0.0008020915,0.00010384477,0.000018183138,0.0071377177],"genre_scores_gemma":[0.9574048,0.000023839379,0.00006277719,0.040470794,0.0008262021,0.00009838128,0.00005274217,0.000018724879,0.0010417489],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737024,0.00029997734,0.0005254949,0.00021571093,0.0007508632,0.0008377208],"domain_scores_gemma":[0.9965412,0.0000665105,0.00018234656,0.000098953446,0.00018030443,0.0029306905],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00059481064,0.000137712,0.00023516273,0.00027080788,0.000589934,0.00009270734,0.0002331597,0.0002510557,0.022376947],"category_scores_gemma":[0.00016651848,0.00012815236,0.000056663695,0.00026567528,0.000015946613,0.00013280193,0.000018063869,0.0006190315,0.0011603532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009718453,0.000028893206,0.1713121,0.000037661768,0.000036615827,0.00017226345,0.06110883,6.7598546e-7,8.134752e-7,0.00010215542,0.34325346,0.4239368],"study_design_scores_gemma":[0.0022039523,0.00018219967,0.25508896,0.00023231449,0.000005642393,0.000089677196,0.10652079,0.000008590285,0.0000054660345,0.000038165817,0.6353613,0.00026295395],"about_ca_topic_score_codex":0.07919964,"about_ca_topic_score_gemma":0.17242809,"teacher_disagreement_score":0.42367387,"about_ca_system_score_codex":0.0047584544,"about_ca_system_score_gemma":0.0012778623,"threshold_uncertainty_score":0.99961734},"labels":[],"label_agreement":null},{"id":"W2092105350","doi":"10.1016/j.jpsychores.2005.12.002","title":"General hospital psychiatry in Italy: an update","year":2006,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Coronavirus disease 2019 (COVID-19); Psychological intervention; German; Pandemic; Health care; Quarter (Canadian coin); Medicine; Psychology; Family medicine; Nursing; Psychiatry; Political science; Geography","score_opus":0.05591322605880611,"score_gpt":0.4719437907887011,"score_spread":0.41603056472989497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092105350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753932,0.0017189407,0.000032862197,0.0044658976,0.0023677791,0.00040825873,0.000004175728,0.000011061108,0.015597869],"genre_scores_gemma":[0.9941701,0.00005774625,0.0028142324,0.000122406,0.0013900704,0.0000316839,0.000007324,0.000031223983,0.0013752064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964848,0.0006066795,0.0010450062,0.00026170592,0.0008995451,0.00070224353],"domain_scores_gemma":[0.9987402,0.00010669943,0.00032495955,0.0004179979,0.0001815927,0.00022853905],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020556478,0.00016474925,0.0003468665,0.00079603813,0.00015537509,0.00010459839,0.00060839,0.00013339968,0.0015439988],"category_scores_gemma":[0.00001649883,0.00012900776,0.00011799883,0.00077260484,0.00010621153,0.0004494272,0.00003410852,0.00069083227,0.00039461566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076766923,0.009518502,0.79589015,0.00017350898,0.00012576435,0.00067183515,0.0016898654,0.00001771583,0.00023377241,0.033554126,0.12203489,0.03532222],"study_design_scores_gemma":[0.0043033375,0.0019703119,0.9285337,0.0002459064,0.000013927639,0.00015156703,0.0014690461,0.00009201899,0.00004139571,0.060513634,0.002452105,0.00021305811],"about_ca_topic_score_codex":0.00050853187,"about_ca_topic_score_gemma":0.00019537931,"teacher_disagreement_score":0.13264355,"about_ca_system_score_codex":0.00015100779,"about_ca_system_score_gemma":0.00009166731,"threshold_uncertainty_score":0.9993687},"labels":[],"label_agreement":null},{"id":"W2092547752","doi":"10.1016/j.psym.2011.01.039","title":"Psychosomatic Medicine and Psychiatry Residents: A Pan-Canadian Survey","year":2011,"lang":"en","type":"article","venue":"Psychosomatics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of British Columbia; McGill University","funders":"","keywords":"Subspecialty; Family medicine; Medicine; Logistic regression; Psychiatry; Perception; Residency training; Psychology; Medical education","score_opus":0.11436061090647567,"score_gpt":0.38042397491130847,"score_spread":0.26606336400483277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092547752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85733414,0.0033808756,0.00009809285,0.001597073,0.0041526547,0.0010178374,0.000050695973,0.00012529126,0.13224335],"genre_scores_gemma":[0.9915464,0.00024280579,0.0031839395,0.0027049042,0.00024770646,0.00014723894,0.000056982357,0.000066792556,0.0018032263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749863,0.00028120363,0.00073569076,0.00050983444,0.0002677371,0.0007068773],"domain_scores_gemma":[0.99811214,0.00015640573,0.00024217302,0.00079278677,0.000060672206,0.0006358016],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005619733,0.00034784642,0.00042033216,0.0003898191,0.00031034596,0.000031388052,0.00039941096,0.00020575146,0.005134365],"category_scores_gemma":[0.00005176877,0.00029191628,0.000050494502,0.00045835375,0.00020207738,0.00015561539,0.000027527256,0.00021504816,0.0011876053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084229,0.00034065812,0.93406355,0.00013649954,0.00015549187,0.000012802101,0.0060983626,5.4869385e-9,0.000002101696,0.008885461,0.041364837,0.008855988],"study_design_scores_gemma":[0.0017746155,0.00031569507,0.9751704,0.00029179943,0.00006407869,0.0000515865,0.001199777,0.000011972313,0.0000020418113,0.020154163,0.00067269144,0.00029121223],"about_ca_topic_score_codex":0.15613194,"about_ca_topic_score_gemma":0.089069165,"teacher_disagreement_score":0.13421227,"about_ca_system_score_codex":0.00006231937,"about_ca_system_score_gemma":0.00004595849,"threshold_uncertainty_score":0.99995327},"labels":[],"label_agreement":null},{"id":"W2093051617","doi":"10.1016/j.socscimed.2014.02.010","title":"Stigma, agency and recovery amongst people with severe mental illness","year":2014,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":97,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Institute on Disability and Rehabilitation Research; Substance Abuse and Mental Health Services Administration","keywords":"Mental illness; Stigma (botany); Mental health; Psychology; Qualitative research; Agency (philosophy); Normative; Psychiatry; Clinical psychology; Normality; Focus group; Public health; Grounded theory; Social psychology; Medicine; Nursing","score_opus":0.018136737590581275,"score_gpt":0.3459793887983563,"score_spread":0.32784265120777506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093051617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92522544,0.00017203957,0.000031783955,0.0018786539,0.0010170827,0.00029880155,0.000004682314,0.000033619723,0.07133792],"genre_scores_gemma":[0.9971469,0.000026308198,0.00001197522,0.00066366565,0.0004562293,0.000033833505,0.00001043307,0.00000855468,0.0016421017],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985899,0.000058797927,0.00015761545,0.00036519335,0.00041928308,0.0004092312],"domain_scores_gemma":[0.99949974,0.000052960553,0.000094549105,0.00012696753,0.00003718825,0.00018859767],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006028814,0.0001285484,0.00020967312,0.00007824598,0.0012117344,0.000022162245,0.0002015331,0.000049321527,0.0010794867],"category_scores_gemma":[0.000025485435,0.000085181084,0.000014684672,0.00051420677,0.0009678711,0.00022446126,0.000038053793,0.00009777055,0.00003282618],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002005666,0.00015187789,0.17180915,0.00004309134,0.00002055491,0.000012608181,0.08414011,8.705436e-8,0.0003712175,0.006662134,0.006213103,0.7303755],"study_design_scores_gemma":[0.0029586095,0.0009999205,0.9790618,0.00009151062,0.00004688242,0.000042199103,0.00993191,0.000013361956,0.00006784466,0.001685292,0.004803444,0.0002972313],"about_ca_topic_score_codex":0.001667969,"about_ca_topic_score_gemma":0.00034579492,"teacher_disagreement_score":0.80725265,"about_ca_system_score_codex":0.00008435987,"about_ca_system_score_gemma":0.000028432778,"threshold_uncertainty_score":0.99983364},"labels":[],"label_agreement":null},{"id":"W2093316541","doi":"10.4236/health.2013.510212","title":"Gender differences in mental health service utilization among respondents reporting depression in a national health survey","year":2013,"lang":"en","type":"article","venue":"Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; McMaster University; University of Toronto; St. Michael's Hospital","funders":"Social Sciences and Humanities Research Council of Canada; Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Mental health; Depression (economics); Psychiatry; Medicine; Mental health service; Psychology","score_opus":0.3185461098656938,"score_gpt":0.492455325653127,"score_spread":0.17390921578743318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093316541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989903,0.001667395,0.0000338162,0.0049857507,0.00059119775,0.0021529035,0.00006011262,0.000054621127,0.0005512595],"genre_scores_gemma":[0.99009305,0.00026045603,0.00012948689,0.0080638295,0.000049681632,0.0002444832,0.00086190185,0.000027072678,0.0002700075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99391663,0.0018447944,0.0021071641,0.0006495481,0.000576059,0.00090577785],"domain_scores_gemma":[0.99725336,0.00015869581,0.0018864654,0.00025050523,0.00008617117,0.0003648247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004400947,0.00023027955,0.00054828526,0.00042768364,0.00038628018,0.000045639037,0.00018278846,0.00011406946,0.00058376015],"category_scores_gemma":[0.000087336404,0.00021105492,0.000031139138,0.00083130907,0.000026111455,0.00032571584,0.00007272077,0.00030923687,0.000094927316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009468538,0.00038931752,0.971671,0.00020110772,0.000006540255,0.0000028870386,0.008892347,0.00000231391,0.0000010885967,0.000078971745,0.004026991,0.014632752],"study_design_scores_gemma":[0.0014477848,0.00014022941,0.99601847,0.00030457508,3.0949005e-7,0.000008002469,0.0012128615,0.00049764704,0.0000018008407,0.00018947781,0.000047554626,0.00013128614],"about_ca_topic_score_codex":0.22785065,"about_ca_topic_score_gemma":0.12741184,"teacher_disagreement_score":0.1004388,"about_ca_system_score_codex":0.001217355,"about_ca_system_score_gemma":0.0006795589,"threshold_uncertainty_score":0.88851064},"labels":[],"label_agreement":null},{"id":"W2093531990","doi":"10.1016/j.comppsych.2008.05.012","title":"Longitudinal epidemiology of major depression as assessed by the Brief Patient Health Questionnaire (PHQ-9)","year":2008,"lang":"en","type":"article","venue":"Comprehensive Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Patient Health Questionnaire; Random digit dialing; Epidemiology; Depression (economics); Recall; Medicine; Recall bias; Respondent; Population; Psychiatry; Clinical psychology; Psychology; Depressive symptoms; Cognition; Environmental health; Internal medicine","score_opus":0.06079016508491596,"score_gpt":0.38936609336166733,"score_spread":0.32857592827675136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093531990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93242913,0.051816322,0.0004655139,0.0075484337,0.0040557985,0.00093194447,0.000046808345,0.00007794242,0.002628085],"genre_scores_gemma":[0.9909582,0.00023603164,0.0005675622,0.007325222,0.00021139302,0.0001321149,0.000091462374,0.00003052686,0.00044749738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967623,0.00097356294,0.000879662,0.00058546703,0.00022273626,0.0005762871],"domain_scores_gemma":[0.9977721,0.0004242411,0.0007328206,0.0007073067,0.00014276855,0.00022075365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020986357,0.0002962467,0.0005987166,0.00007973314,0.00069423224,0.0000042474094,0.0003362474,0.00016708355,0.00063640455],"category_scores_gemma":[0.000037654754,0.00020827411,0.00016566679,0.00023311176,0.0003249047,0.00008270025,0.000095189316,0.0003353644,0.00014827959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000446618,0.0009586975,0.8385336,0.00012176711,0.00011846529,0.000010075963,0.0005997794,0.000005392669,0.00001562937,0.003761622,0.13855284,0.016875552],"study_design_scores_gemma":[0.0014409533,0.0010889239,0.988275,0.00020457768,0.00003012797,0.00028027126,0.0005134086,0.000014364895,0.00004570528,0.002159515,0.0057394197,0.00020773697],"about_ca_topic_score_codex":0.0022680638,"about_ca_topic_score_gemma":0.00008575967,"teacher_disagreement_score":0.14974144,"about_ca_system_score_codex":0.000077466786,"about_ca_system_score_gemma":0.00013217391,"threshold_uncertainty_score":0.8493172},"labels":[],"label_agreement":null},{"id":"W2093596285","doi":"10.1177/0829573512468846","title":"Self-Stigma of Mental Illness in High School Youth","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of School Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Canada Research Chairs; McMaster University","keywords":"Stigma (botany); Mental illness; Psychology; Mental health; Psychiatry; Clinical psychology; Social distance; Intervention (counseling); Social stigma; Medicine; Coronavirus disease 2019 (COVID-19)","score_opus":0.03311466001877274,"score_gpt":0.3405718093758525,"score_spread":0.3074571493570798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093596285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97912854,0.0014972066,0.000009818819,0.0021993332,0.0036263983,0.00052519655,0.00005212208,0.0000094872175,0.012951899],"genre_scores_gemma":[0.9971345,0.00006949882,0.00044095094,0.0015701104,0.00030284826,0.000027764989,0.000014929588,0.00003138726,0.00040802057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975069,0.0002574461,0.0010525066,0.00028872932,0.0001764394,0.00071797735],"domain_scores_gemma":[0.9973764,0.0000479102,0.0005275906,0.00037922978,0.00016343374,0.0015054258],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004316821,0.00023516206,0.0005246872,0.0009456321,0.00013083733,0.000034834637,0.0005885469,0.00027004202,0.014229645],"category_scores_gemma":[0.000053458036,0.00021246956,0.000117317075,0.00042656885,0.0001533008,0.00034700675,0.000015544498,0.0006128888,0.0009848175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021196726,0.0003874317,0.9357578,0.000044836106,0.00022092479,0.00041661074,0.0035367003,0.0000022059928,0.00008957512,0.0010686613,0.038312007,0.019951247],"study_design_scores_gemma":[0.0050051794,0.0006200276,0.9853786,0.0001188809,0.000044069136,0.00025358895,0.004245625,0.000001757679,0.000048577396,0.0013172849,0.0027145923,0.0002518026],"about_ca_topic_score_codex":0.03521253,"about_ca_topic_score_gemma":0.0115449745,"teacher_disagreement_score":0.04962078,"about_ca_system_score_codex":0.0003495257,"about_ca_system_score_gemma":0.0004150011,"threshold_uncertainty_score":0.99979305},"labels":[],"label_agreement":null},{"id":"W2093903297","doi":"10.1016/j.brat.2015.03.009","title":"Therapist competence in global mental health: Development of the ENhancing Assessment of Common Therapeutic factors (ENACT) rating scale","year":2015,"lang":"en","type":"article","venue":"Behaviour Research and Therapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":385,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute of Mental Health; Department for International Development; Government of the United Kingdom; Wellcome Trust","keywords":"Nepali; Mental health; Competence (human resources); Rating scale; Psychology; Scale (ratio); Global mental health; Intraclass correlation; Therapeutic relationship; Clinical psychology; Medicine; Psychometrics; Psychiatry; Psychotherapist; Social psychology","score_opus":0.2264047971498887,"score_gpt":0.520150741606604,"score_spread":0.2937459444567153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093903297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944812,0.0031225947,0.000015137837,0.00039810617,0.00018289928,0.0010416039,0.000025879775,0.00000890955,0.00072364154],"genre_scores_gemma":[0.99930984,0.00014720156,0.0002928989,0.00005892128,0.00001215616,0.00006730009,0.000019109582,0.000011520167,0.00008105783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746114,0.0006529665,0.0005303769,0.00025229837,0.00062917423,0.00047404776],"domain_scores_gemma":[0.99918705,0.00010658666,0.0001933245,0.00026699802,0.000085563974,0.00016048327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016650305,0.00014909879,0.00030761826,0.00008647517,0.0003136488,0.000024143248,0.0003106185,0.000059874805,0.000068860725],"category_scores_gemma":[0.0000029187138,0.00009560205,0.00003881275,0.0003760837,0.00022389441,0.000072279305,0.000094746945,0.00025154804,0.0000014204979],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015188474,0.0010619691,0.9263041,0.000026836578,0.000025136977,0.0000011280539,0.009883646,2.3631402e-7,0.00083855353,0.0004395398,0.000023769713,0.061243217],"study_design_scores_gemma":[0.0021085846,0.00071179465,0.9811824,0.00013717293,0.0000012834536,0.0000028413438,0.00892328,0.000010803892,0.00642661,0.00030396326,0.000104961684,0.00008629077],"about_ca_topic_score_codex":0.0041411836,"about_ca_topic_score_gemma":0.0029590554,"teacher_disagreement_score":0.061156925,"about_ca_system_score_codex":0.00033653184,"about_ca_system_score_gemma":0.000328457,"threshold_uncertainty_score":0.62602586},"labels":[],"label_agreement":null},{"id":"W2094575348","doi":"10.1176/ps.2007.58.1.63","title":"Do Canada and the United States Differ in Prevalence of Depression and Utilization of Services?","year":2007,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Institute of Human Development, Child and Youth Health","keywords":"Depression (economics); Psychiatry; MEDLINE; Gerontology; Medicine; Psychology; Environmental health; Political science; Economics; Law","score_opus":0.013704279448269019,"score_gpt":0.32076207237483556,"score_spread":0.30705779292656654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094575348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885341,0.010390892,0.0000062641584,0.00013065436,0.00019645714,0.0003346237,0.000021448748,0.000005326701,0.00038021285],"genre_scores_gemma":[0.99842405,0.0011387205,0.000038398466,0.00029912818,0.000018324445,0.000009352405,0.000026392008,0.0000063142675,0.000039292507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991228,0.00008416907,0.0003239087,0.00017568633,0.0001415323,0.00015189366],"domain_scores_gemma":[0.9993016,0.00021685832,0.00023948646,0.00016409605,0.000034579247,0.0000433872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028922284,0.000094687995,0.00015128904,0.00013138264,0.00005583268,0.0000069117677,0.00013206778,0.000047473473,0.0000599209],"category_scores_gemma":[0.00000113815,0.000060244776,0.000010047878,0.00042272967,0.000038903978,0.000056413748,0.000038716003,0.000054009375,3.1435624e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004562644,0.00007910318,0.9907331,0.0018834337,0.000014074189,9.410466e-7,0.0031501802,0.0000029509024,0.0000044788844,0.00025982087,0.000011464695,0.0034041903],"study_design_scores_gemma":[0.0019476363,0.000034933677,0.9943336,0.00006818728,0.000035795096,0.0000021134736,0.002448515,0.0003889542,0.00007366515,0.00053394894,0.000078376266,0.000054266646],"about_ca_topic_score_codex":0.6112983,"about_ca_topic_score_gemma":0.44878235,"teacher_disagreement_score":0.16251598,"about_ca_system_score_codex":0.000011766326,"about_ca_system_score_gemma":0.000010021236,"threshold_uncertainty_score":0.56127596},"labels":[],"label_agreement":null},{"id":"W2094818645","doi":"10.12968/bjow.2010.1.8.80007","title":"How the IAPT programme has delivered","year":2010,"lang":"en","type":"article","venue":"British Journal of Wellbeing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Politics; Mental health; Political science; Medicine; Public administration; Psychology; Psychiatry; Law","score_opus":0.03771754333638639,"score_gpt":0.3059877927897148,"score_spread":0.2682702494533284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094818645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861032,0.0026818477,0.000072106,0.0049618687,0.0023099473,0.00022650982,0.000003849575,0.000015684514,0.0036250134],"genre_scores_gemma":[0.9958216,0.000079530786,0.00067201233,0.00033234546,0.00080780644,0.00000869584,0.000002284283,0.000017302373,0.0022584281],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894273,0.000088551,0.00029405724,0.000115457435,0.00021423794,0.00034495303],"domain_scores_gemma":[0.9992161,0.00009820189,0.00030967355,0.00013458647,0.00009852028,0.0001429405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005370476,0.000092493945,0.0001684894,0.000043148073,0.0004240027,0.00046569548,0.00033398336,0.00007900909,0.00048702004],"category_scores_gemma":[0.000050851195,0.00007353727,0.00012301948,0.00010081889,0.000109093984,0.00021917176,0.000030503981,0.0005898255,0.000031459625],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006926212,0.00025651892,0.006574259,0.000016669272,0.000099644974,0.0014140652,0.0006927476,3.2180222e-7,0.0006863238,0.0007597584,0.013250209,0.9761802],"study_design_scores_gemma":[0.008923716,0.0010315189,0.33922887,0.00072714395,0.00029465335,0.043950632,0.0065968325,0.000044016106,0.002053085,0.004053047,0.5924409,0.0006555621],"about_ca_topic_score_codex":0.00050662254,"about_ca_topic_score_gemma":0.00032081944,"teacher_disagreement_score":0.97552466,"about_ca_system_score_codex":0.000021580629,"about_ca_system_score_gemma":0.000026746879,"threshold_uncertainty_score":0.5332528},"labels":[],"label_agreement":null},{"id":"W2095265365","doi":"10.1176/appi.ap.10040063","title":"Evaluation of a Collaborative Mental Health Program in Residency Training","year":2012,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Residency training; Medical education; Mental health; Training (meteorology); Psychology; Medicine; Psychiatry; Continuing education","score_opus":0.12116937948868613,"score_gpt":0.49804031694321926,"score_spread":0.37687093745453315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095265365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94550145,0.031694364,0.000002098045,0.004298979,0.0027739175,0.0021186261,0.000025998028,0.000042717107,0.013541827],"genre_scores_gemma":[0.99716836,0.00017093543,0.0011895067,0.00051174656,0.00029942262,0.00049252517,0.00004346107,0.000016368083,0.000107680404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975305,0.0006327192,0.00058879616,0.00022368702,0.0004945838,0.0005297123],"domain_scores_gemma":[0.99925673,0.00004032627,0.00034469622,0.00016444479,0.0000501541,0.00014366236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030357991,0.00013788498,0.00024392203,0.00016502784,0.000093959934,0.0000031970092,0.0001461677,0.00017544316,0.0004295351],"category_scores_gemma":[0.000024484933,0.00012916216,0.000035375448,0.00053394603,0.00004771063,0.0002374354,0.000020637886,0.00035055118,0.000050055536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015059169,0.00086302025,0.49713543,0.00006223787,0.000063809835,1.582314e-7,0.04616899,7.735559e-7,0.000018344806,0.011852121,0.012864167,0.43082035],"study_design_scores_gemma":[0.0057784887,0.0006950279,0.945632,0.00046705204,0.00007395409,0.000011720868,0.036555953,0.00007057995,0.000039529263,0.007958604,0.0024468754,0.00027024565],"about_ca_topic_score_codex":0.00019688575,"about_ca_topic_score_gemma":0.00016421557,"teacher_disagreement_score":0.44849655,"about_ca_system_score_codex":0.00024107345,"about_ca_system_score_gemma":0.0004387885,"threshold_uncertainty_score":0.526708},"labels":[],"label_agreement":null},{"id":"W2095499026","doi":"10.1097/01.mlr.0000173587.00023.76","title":"Measuring the Effect of a Large Reduction in Welfare Payments on Mental Health Service Use in Welfare-Dependent Neighborhoods","year":2005,"lang":"en","type":"article","venue":"Medical Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Welfare; Mental health; Public economics; Payment; Social Welfare; Business; Ambulatory; Environmental health; Medicine; Demographic economics; Economics; Psychiatry; Political science; Finance","score_opus":0.02605409831029518,"score_gpt":0.3596135016092586,"score_spread":0.3335594032989634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095499026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698407,0.0010785894,8.59416e-7,0.026081644,0.000755095,0.0010702027,0.000053300377,0.000027088097,0.0010925364],"genre_scores_gemma":[0.99834585,0.00003277934,0.0000053265153,0.0011199582,0.00012712528,0.00017196567,0.000118644544,0.000021079,0.000057296485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972131,0.000708326,0.00049045694,0.00035403742,0.0007405485,0.0004934828],"domain_scores_gemma":[0.9992933,0.000069336085,0.00013030904,0.00030178338,0.000019940686,0.0001853224],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085288944,0.00019312171,0.00032429054,0.00013797046,0.00019275515,0.000012662738,0.00025418925,0.00015221698,0.0012580815],"category_scores_gemma":[0.000033317123,0.0001285417,0.00005575239,0.00030368002,0.000025386467,0.00010242046,0.000079631594,0.0004300019,0.00004797697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023528263,0.0017805122,0.5327942,0.0010753535,0.00008857735,0.00012238971,0.03324879,0.000028828725,0.000017323797,0.0009628407,0.00089067547,0.4266377],"study_design_scores_gemma":[0.019309966,0.0024128184,0.9465561,0.0012738127,0.00002925546,0.000049115904,0.015964096,0.00016155638,0.0011268256,0.000007078757,0.012737257,0.00037212748],"about_ca_topic_score_codex":0.0051608724,"about_ca_topic_score_gemma":0.011960648,"teacher_disagreement_score":0.42626557,"about_ca_system_score_codex":0.00062189356,"about_ca_system_score_gemma":0.000027990918,"threshold_uncertainty_score":0.9996549},"labels":[],"label_agreement":null},{"id":"W2096021486","doi":"10.1016/j.psychres.2012.09.028","title":"Mental Illness: Clinicians' Attitudes (MICA) Scale—Psychometric properties of a version for healthcare students and professionals","year":2012,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":189,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Commission of Canada","funders":"Programme Grants for Applied Research; National Institutes of Health; King's College London; National Institute for Health and Care Research; South London and Maudsley NHS Foundation Trust","keywords":"Scale (ratio); Mental illness; Mental health; Psychology; Readability; Psychological intervention; Nursing; Clinical psychology; Medicine; Psychiatry","score_opus":0.23948974568410392,"score_gpt":0.5588528392269138,"score_spread":0.31936309354280984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096021486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96884394,0.020297267,0.0000023321136,0.0044983746,0.0031287337,0.002613293,0.000091087706,0.000025595626,0.0004994086],"genre_scores_gemma":[0.9961903,0.00035635463,0.0003330585,0.00023307171,0.0004340413,0.0006977432,0.000037187063,0.000033039672,0.0016851668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99681747,0.00050628954,0.00050424447,0.00042164707,0.00087329466,0.0008770356],"domain_scores_gemma":[0.9987994,0.0002034438,0.00014503565,0.0003492463,0.00017884347,0.00032405736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020217868,0.0001787752,0.00033125808,0.0005307041,0.00069317385,0.000031827996,0.0004019155,0.00017972031,0.00025103946],"category_scores_gemma":[0.00003798065,0.0001344613,0.00008470358,0.0006896283,0.00020702725,0.00022277515,0.00019986021,0.00032363037,0.000113034825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001583017,0.0035580858,0.96413356,0.0010416746,0.000094691866,1.7932457e-7,0.002554683,9.0864605e-9,0.00012036568,0.00051727874,0.012358398,0.014038073],"study_design_scores_gemma":[0.0032894562,0.0010455893,0.9799808,0.0006117535,0.000024261633,0.0000051456777,0.011018511,0.0000025147783,0.00019447939,0.0002089754,0.0034218482,0.00019666467],"about_ca_topic_score_codex":0.00026922484,"about_ca_topic_score_gemma":0.00006621965,"teacher_disagreement_score":0.027346428,"about_ca_system_score_codex":0.00008966404,"about_ca_system_score_gemma":0.00006414862,"threshold_uncertainty_score":0.54831725},"labels":[],"label_agreement":null},{"id":"W2096360735","doi":"10.1177/0020764005056761","title":"A Qualitative Study of Religious Practices by Chronic Mentally Ill and their Caregivers in South India","year":2005,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental illness; Mentally ill; Mental health; Psychology; Sanctions; Psychiatry; Help-seeking; Qualitative research; Clinical psychology; Sociology","score_opus":0.027848084896075143,"score_gpt":0.4400857548951946,"score_spread":0.4122376699991194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096360735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99141186,0.0024674304,0.000003701902,0.002997615,0.0012749095,0.00020558463,0.000047378187,0.0000038110202,0.0015877221],"genre_scores_gemma":[0.99895215,0.00006615962,0.00006722767,0.00023760067,0.00056502625,0.0000069156213,0.000006102601,0.000010036187,0.00008879933],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986634,0.00022413519,0.00054089393,0.00013495439,0.00030493582,0.0001316621],"domain_scores_gemma":[0.9982306,0.00008175486,0.0014469768,0.00004696394,0.00014469275,0.000049012266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036212092,0.00011408094,0.0002197721,0.0001889771,0.00005539628,0.000022154085,0.0002515587,0.000065493965,0.0001305257],"category_scores_gemma":[0.000015171675,0.000094423696,0.00006373577,0.0000875028,0.000059886024,0.00023485415,0.000031940548,0.00022283656,0.000005944699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010636904,0.0027271118,0.043827128,0.000018551911,0.0008819041,0.000019425206,0.93430305,0.000002119023,0.000082274586,0.0006604392,0.00612771,0.010286611],"study_design_scores_gemma":[0.0089289155,0.0013982824,0.04979939,0.000079663434,0.000048202994,0.000029738363,0.93773943,0.0000022700513,0.000035448043,0.000704457,0.0010953941,0.0001387995],"about_ca_topic_score_codex":0.0003475794,"about_ca_topic_score_gemma":0.00042646812,"teacher_disagreement_score":0.010147812,"about_ca_system_score_codex":0.00023387352,"about_ca_system_score_gemma":0.000081510574,"threshold_uncertainty_score":0.38504866},"labels":[],"label_agreement":null},{"id":"W2096557323","doi":"","title":"Shared mental health care. Model for supporting and mentoring family physicians.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Audit; Collaborative Care; Medicine; Nursing; Face-to-face; Medical education; Family medicine; Psychology; Psychiatry","score_opus":0.06488223358853483,"score_gpt":0.36767919728760096,"score_spread":0.3027969636990661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096557323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97753835,0.0034248075,0.0007895396,0.003025596,0.0010682223,0.0046210187,0.00026664435,0.00012938547,0.009136437],"genre_scores_gemma":[0.9927207,0.000021455899,0.00072517805,0.0014387855,0.00013381967,0.0036174068,0.00014818068,0.000025783635,0.0011686445],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99862075,0.000016195005,0.00026564748,0.0003236099,0.000111410714,0.0006623912],"domain_scores_gemma":[0.9995343,0.00001427291,0.00014032108,0.00013381902,0.000014933706,0.00016236903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017625953,0.00013567985,0.00019299549,0.000049916776,0.0002969716,0.000035987545,0.00008740445,0.000040824987,0.000005805572],"category_scores_gemma":[0.0000033844346,0.0001337386,0.00004783876,0.000060608196,0.000021184016,0.00014258438,0.000033399752,0.00005753302,0.0000051943293],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018678718,0.0002459137,0.0019121873,0.00021035493,0.00007505057,0.0000031560594,0.01938386,0.000024231937,0.000024318153,0.0039767623,0.0027192547,0.97123814],"study_design_scores_gemma":[0.05242968,0.0011571487,0.8441908,0.0003547565,0.0002266207,0.000030151217,0.06674393,0.0033256426,0.0020068004,0.009127964,0.017993445,0.0024131008],"about_ca_topic_score_codex":0.0003718252,"about_ca_topic_score_gemma":0.0000648044,"teacher_disagreement_score":0.96882504,"about_ca_system_score_codex":0.0004287308,"about_ca_system_score_gemma":0.000017596207,"threshold_uncertainty_score":0.54537016},"labels":[],"label_agreement":null},{"id":"W2096632546","doi":"10.1007/s00127-010-0261-8","title":"Perceived racism, medication adherence, and hospital admission in African-Caribbean patients with psychosis in the United Kingdom","year":2010,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Racism; Medicine; Afro-Caribbean; Mental health; Psychiatry; Gender studies; Sociology","score_opus":0.037069933326898744,"score_gpt":0.3682852207140061,"score_spread":0.33121528738710737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096632546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683435,0.00046346677,0.000016405798,0.0246096,0.0031550482,0.0010451447,0.000023242348,0.000031843792,0.0023117636],"genre_scores_gemma":[0.9958114,0.00009533744,0.0007372931,0.0023972322,0.0005320932,0.00022741538,0.0001449726,0.000023272882,0.00003096713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99659795,0.0011235168,0.00076766964,0.00070646714,0.00017199082,0.0006323819],"domain_scores_gemma":[0.9983359,0.00071715476,0.0004221592,0.00030667603,0.000037633516,0.00018046697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014547938,0.00032574352,0.0005162819,0.00042651402,0.00048303916,0.000018410867,0.00031580718,0.00050372584,0.00021753185],"category_scores_gemma":[0.00010084335,0.0002174001,0.00006453354,0.00097082934,0.0003394546,0.00012105124,0.00003418224,0.0009987302,0.000013726801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045285793,0.00093162037,0.96512985,0.00003957228,0.000027486127,0.0000014685852,0.0034891786,1.5447371e-7,4.77047e-7,0.01708735,0.0036962943,0.009143673],"study_design_scores_gemma":[0.0040002856,0.000833636,0.97985286,0.00002701892,0.000049027367,0.0000050160816,0.002274862,0.00001439165,2.4993824e-8,0.010404572,0.0022814593,0.000256862],"about_ca_topic_score_codex":0.003310396,"about_ca_topic_score_gemma":0.0027020923,"teacher_disagreement_score":0.02746793,"about_ca_system_score_codex":0.000024228064,"about_ca_system_score_gemma":0.00004312512,"threshold_uncertainty_score":0.88653183},"labels":[],"label_agreement":null},{"id":"W2098260731","doi":"10.1186/1471-244x-11-67","title":"Typology of adults diagnosed with mental disorders based on socio-demographics and clinical and service use characteristics","year":2011,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas Mental Health University Institute; Douglas College; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Typology; Psychiatry; Prevalence of mental disorders; CIDI; Major depressive disorder; Anxiety; Medicine; National Comorbidity Survey; Alcohol use disorder; Psychological intervention; Clinical psychology; Psychology; Mood","score_opus":0.04683076001498024,"score_gpt":0.3421530275076498,"score_spread":0.29532226749266954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098260731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968306,0.00012799299,0.000024395093,0.0004560159,0.0010558689,0.00052566844,0.00008228061,0.000029024908,0.00086816284],"genre_scores_gemma":[0.99536526,0.00014520163,0.0025586905,0.0017285001,0.000068392335,0.000034185075,0.000048405076,0.000024239025,0.000027101189],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987983,0.00016002716,0.00035498082,0.0003593812,0.000095749005,0.0002315218],"domain_scores_gemma":[0.99918944,0.00017942491,0.00020883966,0.0002641126,0.00002396812,0.00013421611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014022084,0.00018009938,0.000270652,0.00008340949,0.00010887355,0.000007939689,0.00009474627,0.00018028174,0.00016405019],"category_scores_gemma":[0.000008129514,0.00014210763,0.000046301964,0.00011850977,0.00026193433,0.00006256207,0.000026005497,0.00016525868,0.000010917968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003113778,0.001328316,0.9899052,0.0001431242,0.000056593177,0.0000012907509,0.0006719481,1.4050077e-8,2.1457389e-7,0.0018041998,0.0002305152,0.0027448095],"study_design_scores_gemma":[0.00515821,0.0015527989,0.9914854,0.00010066552,0.00007335318,0.0000037933567,0.0011736704,0.00005363578,5.9746236e-7,0.00018556499,0.000066580316,0.0001456858],"about_ca_topic_score_codex":0.00056941394,"about_ca_topic_score_gemma":0.0029890197,"teacher_disagreement_score":0.0025991236,"about_ca_system_score_codex":0.0000054279826,"about_ca_system_score_gemma":0.000031167645,"threshold_uncertainty_score":0.5794981},"labels":[],"label_agreement":null},{"id":"W2098268261","doi":"10.1093/heapol/czq078","title":"Increasing the priority of mental health in Africa: findings from qualitative research in Ghana, South Africa, Uganda and Zambia","year":2010,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Mental health; Government (linguistics); Legitimacy; Economic growth; Developing country; Psychological intervention; Medicine; Environmental health; Socioeconomics; Political science; Nursing; Sociology; Psychiatry; Politics","score_opus":0.21829605839220328,"score_gpt":0.5374930918769254,"score_spread":0.3191970334847221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098268261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98079044,0.0035717904,0.000002103513,0.013105806,0.00015654568,0.00070676155,0.00022809529,0.000010340754,0.0014280919],"genre_scores_gemma":[0.99858356,0.00007319417,0.00032404956,0.000727887,0.00012677276,0.000033994485,0.0000346452,0.000012270569,0.00008366026],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9962321,0.0018277058,0.0005589839,0.0003513825,0.00021353259,0.00081631646],"domain_scores_gemma":[0.9974455,0.0019183785,0.00019742778,0.0001790374,0.00002094539,0.00023868178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006143178,0.00014645916,0.00039212036,0.00042313323,0.0005717872,0.00003183962,0.00012686789,0.00011768722,0.000029795143],"category_scores_gemma":[0.00016549573,0.00011589418,0.00001754447,0.00056328654,0.00021675952,0.00009547496,0.000091217145,0.00084681757,0.0000038120136],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045833344,0.0001229941,0.14772792,0.0001539644,0.000012271171,0.00000628298,0.83779514,1.3783509e-7,0.000022725339,0.004229627,0.0006222704,0.008848357],"study_design_scores_gemma":[0.0033942463,0.0005841405,0.78149205,0.0008516455,0.0000032747078,0.00001534245,0.20542936,0.000074272386,0.000015668722,0.0053387443,0.0025928998,0.0002083344],"about_ca_topic_score_codex":0.14787936,"about_ca_topic_score_gemma":0.004766302,"teacher_disagreement_score":0.63376415,"about_ca_system_score_codex":0.00013798644,"about_ca_system_score_gemma":0.00022118435,"threshold_uncertainty_score":0.857795},"labels":[],"label_agreement":null},{"id":"W2098648547","doi":"10.1080/14999013.2012.723666","title":"An Analysis of General Public and Professional's Attitudes about Mental Health Courts: Predictors of a Positive Perspective","year":2012,"lang":"en","type":"article","venue":"International Journal of Forensic Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Openness to experience; Mental health; Government (linguistics); Mental illness; Sample (material); Psychology; Perception; Perspective (graphical); Coursework; Clinical psychology; Social psychology; Psychiatry; Pedagogy","score_opus":0.02786429103999011,"score_gpt":0.43512444656432825,"score_spread":0.40726015552433814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098648547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98384887,0.0048917546,0.000060375747,0.0063132634,0.0031766354,0.0004608372,0.000887725,0.0000075639837,0.00035295088],"genre_scores_gemma":[0.9968189,0.0004632049,0.0008838163,0.0009842383,0.00038042685,0.000007990145,0.0003173456,0.000016227641,0.00012785222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969473,0.00037811254,0.0011597425,0.00021717027,0.00087756256,0.00042014188],"domain_scores_gemma":[0.9969595,0.00007992419,0.0018385433,0.00014396194,0.00045253098,0.0005255523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009706634,0.00020102125,0.00067449105,0.00077283423,0.00017550758,0.000019681622,0.00028840633,0.000067137575,0.00034652613],"category_scores_gemma":[0.000012326917,0.00016110459,0.00020293609,0.00025344256,0.0002188452,0.00057301304,0.00006653023,0.00020415836,0.0000016484664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016384573,0.0051443125,0.87932366,0.00008865219,0.0060946527,0.000008546298,0.04286089,0.0000058949327,0.00019723579,0.033347696,0.004455824,0.0268342],"study_design_scores_gemma":[0.002616428,0.0020827358,0.98273075,0.00033351246,0.0001321562,0.00014955465,0.011004266,0.00010779529,0.0003441608,0.0001413873,0.00022470002,0.00013255703],"about_ca_topic_score_codex":0.0022414862,"about_ca_topic_score_gemma":0.0003003218,"teacher_disagreement_score":0.103407115,"about_ca_system_score_codex":0.0010616434,"about_ca_system_score_gemma":0.00023221946,"threshold_uncertainty_score":0.65696543},"labels":[],"label_agreement":null},{"id":"W2098904732","doi":"10.1186/1477-7525-2-63","title":"Does the 12-item General Health Questionnaire contain multiple factors and do we need them?","year":2004,"lang":"en","type":"article","venue":"Health and Quality of Life Outcomes","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":171,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"General Health Questionnaire; Quality of life (healthcare); Beck Anxiety Inventory; Psychology; Confirmatory factor analysis; Anxiety; Clinical psychology; Beck Depression Inventory; Psychometrics; Exploratory factor analysis; Psychiatry; Structural equation modeling; Statistics; Psychotherapist; Mathematics","score_opus":0.1283354498334818,"score_gpt":0.43153476184858003,"score_spread":0.3031993120150982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098904732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91082263,0.0070658643,0.000037662583,0.08053149,0.00053106603,0.0008194586,0.00007018565,0.00005033079,0.00007128827],"genre_scores_gemma":[0.98702544,0.001442404,0.0001782347,0.010797886,0.0000907366,0.000038092083,0.000025623234,0.000015511907,0.00038607232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743843,0.00064312253,0.0008640966,0.00033142607,0.00022722739,0.0004957038],"domain_scores_gemma":[0.9979991,0.00058762374,0.00051352486,0.00029734502,0.000026045871,0.00057637435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010551688,0.00023854803,0.00069707393,0.000056949808,0.0005911687,0.00003130678,0.000118530836,0.00009221568,0.000047638943],"category_scores_gemma":[0.00012970528,0.000113620416,0.00008027109,0.00007855154,0.00019393073,0.000091395086,0.000043952008,0.00017685322,0.0000064090755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014818484,0.00017058768,0.95784587,0.0005899178,0.000043521395,4.8127265e-7,0.010883343,2.8717085e-7,8.3770277e-7,0.018097391,0.00020607594,0.012013483],"study_design_scores_gemma":[0.0029006728,0.00026736478,0.98512363,0.00011800308,0.000005082043,0.0000017596715,0.008847753,0.0000019470917,0.0000067699043,0.0014655995,0.0011335814,0.00012781401],"about_ca_topic_score_codex":0.038602214,"about_ca_topic_score_gemma":0.004315377,"teacher_disagreement_score":0.07620279,"about_ca_system_score_codex":0.00009771724,"about_ca_system_score_gemma":0.00019062877,"threshold_uncertainty_score":0.96779984},"labels":[],"label_agreement":null},{"id":"W2099240585","doi":"10.1007/s00127-008-0373-6","title":"Ethnic differences in mental health service use among White, Chinese, South Asian and South East Asian populations living in Canada","year":2008,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":162,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Heritage Medical Research Clinic; University of Calgary","funders":"","keywords":"Mental health; Ethnic group; Immigration; Medicine; Public health; Gerontology; Depression (economics); East Asia; Epidemiology; Community health; White (mutation); Demography; Environmental health; Geography; China; Psychiatry; Political science; Nursing","score_opus":0.10390924786908032,"score_gpt":0.37081032593269997,"score_spread":0.2669010780636196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099240585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96443254,0.004149232,0.00001682748,0.025849145,0.0032743653,0.0008138803,0.00014963698,0.00003930651,0.001275057],"genre_scores_gemma":[0.99435794,0.00019749315,0.00060935586,0.0039022625,0.0005183462,0.00008472579,0.000094499526,0.000034942386,0.00020042255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948961,0.0016890924,0.0012941178,0.0008770893,0.00016000905,0.0010835686],"domain_scores_gemma":[0.99849373,0.00023217034,0.00062478165,0.00025534438,0.000020726253,0.00037322447],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00083212036,0.0004631788,0.001058567,0.00039685002,0.0010012502,0.0000142508925,0.0002260303,0.00034872955,0.00017675447],"category_scores_gemma":[0.000063725565,0.00042199943,0.00008793047,0.0011992815,0.00017906465,0.00021602046,0.0000806461,0.000747209,0.000007518113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102532045,0.00019761322,0.9658176,0.00009772118,0.00003401005,0.0000047367935,0.029430745,0.0000016176817,2.027739e-8,0.0011680584,0.001360431,0.0017849354],"study_design_scores_gemma":[0.0013867272,0.00012749097,0.9767801,0.000070282826,0.000014895199,0.00002883536,0.019687809,0.000057910383,1.0788661e-9,0.0014870294,0.000024708497,0.00033419416],"about_ca_topic_score_codex":0.62743455,"about_ca_topic_score_gemma":0.9698241,"teacher_disagreement_score":0.3423895,"about_ca_system_score_codex":0.00023282376,"about_ca_system_score_gemma":0.00047859273,"threshold_uncertainty_score":0.99982315},"labels":[],"label_agreement":null},{"id":"W2099274262","doi":"10.1503/cmaj.110829","title":"Optimal cut-off score for diagnosing depression with the Patient Health Questionnaire (PHQ-9): a meta-analysis","year":2011,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1994,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Patient Health Questionnaire; Medicine; Confidence interval; Meta-analysis; Receiver operating characteristic; Diagnostic odds ratio; Odds ratio; Major depressive disorder; Depression (economics); MEDLINE; Likelihood ratios in diagnostic testing; Physical therapy; Internal medicine; Psychiatry; Depressive symptoms; Mood","score_opus":0.10036690227090331,"score_gpt":0.4040693164972103,"score_spread":0.30370241422630695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099274262","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005709924,0.98887426,0.00031831776,0.0077283774,0.00096084183,0.0014921189,0.0002490232,0.00001824129,0.00030174735],"genre_scores_gemma":[0.0007180129,0.98730266,0.00019098702,0.007949605,0.0013234126,0.0012868763,0.00030471457,0.000077250974,0.000846466],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950142,0.0014495022,0.0011587706,0.00045870352,0.0010040256,0.00091482565],"domain_scores_gemma":[0.9947928,0.00065142807,0.0020941852,0.00031538686,0.00027692548,0.0018692701],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026016224,0.00043230568,0.0022131277,0.00045380427,0.0013159288,0.00015150908,0.00049783627,0.0008722319,0.0051962235],"category_scores_gemma":[0.00022860289,0.00022663332,0.0015896109,0.0006665458,0.0000553777,0.00010946486,0.000024585699,0.0017285161,0.000076454344],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010232849,0.00007638631,0.0006053427,0.00031991937,0.036198754,0.000087235894,0.00052035105,0.0000014444828,4.6071404e-11,0.000069039605,0.07238956,0.88972175],"study_design_scores_gemma":[0.00027771702,0.00020028374,0.00024577253,0.0009470724,0.059870847,0.00015879572,0.00013687182,0.0000063844795,1.1330011e-8,0.000008077655,0.93792725,0.00022090029],"about_ca_topic_score_codex":0.007465802,"about_ca_topic_score_gemma":0.06890986,"teacher_disagreement_score":0.88950086,"about_ca_system_score_codex":0.0020582306,"about_ca_system_score_gemma":0.0030561802,"threshold_uncertainty_score":0.9999842},"labels":[],"label_agreement":null},{"id":"W2100094735","doi":"10.7202/006981ar","title":"Stigmatisation. Leçons tirées des programmes visant sa diminution","year":2003,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Psychology; Art","score_opus":0.04030664369542979,"score_gpt":0.3664585349439265,"score_spread":0.3261518912484967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100094735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9127768,0.035077382,0.00024653765,0.0015052316,0.003081936,0.0016246487,0.00012460737,0.00012855235,0.04543429],"genre_scores_gemma":[0.97435194,0.00058301986,0.0012950258,0.00045169296,0.0003289909,0.0004093586,0.00016206224,0.00006295983,0.022354968],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99646175,0.0007074537,0.0007083823,0.00064229796,0.00033920447,0.0011409096],"domain_scores_gemma":[0.9985715,0.00025482834,0.00029588846,0.00046503867,0.000050941384,0.00036181623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00051516684,0.00048203883,0.00044181512,0.00014647571,0.0011944398,0.00010679073,0.00023017773,0.00024752365,0.008032406],"category_scores_gemma":[0.00005745932,0.0004690839,0.00018458157,0.00035479752,0.0008184185,0.00044187272,0.000055002893,0.00024514095,0.0026529462],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119712284,0.0030802307,0.17060816,0.00062771485,0.00028450423,0.00008020296,0.020275759,0.0000030107128,0.0003214659,0.01520507,0.0056406925,0.78375345],"study_design_scores_gemma":[0.009057676,0.0023231334,0.47286737,0.001600052,0.0008498129,0.0005223818,0.032958016,0.00009661129,0.014896656,0.005151043,0.45790765,0.0017696015],"about_ca_topic_score_codex":0.19494,"about_ca_topic_score_gemma":0.1490956,"teacher_disagreement_score":0.78198385,"about_ca_system_score_codex":0.0026153014,"about_ca_system_score_gemma":0.0005709209,"threshold_uncertainty_score":0.99977607},"labels":[],"label_agreement":null},{"id":"W2100352929","doi":"10.1192/bjp.185.4.318","title":"Needs for mental health treatment among general practice attenders","year":2004,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Mental health; Psychology; Family medicine; Psychiatry; Medicine","score_opus":0.026508646106658772,"score_gpt":0.36929319478576295,"score_spread":0.3427845486791042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100352929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9134904,0.014463689,0.0005174923,0.06008442,0.0074121235,0.0010699995,0.000066036126,0.000023785431,0.0028720498],"genre_scores_gemma":[0.9643808,0.0022450436,0.016581748,0.009497073,0.0034136842,0.000093892966,0.000049315804,0.000079398895,0.003659067],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983227,0.00018350137,0.0006488798,0.00015553078,0.00023932011,0.00045004606],"domain_scores_gemma":[0.9987164,0.00007032377,0.00074887084,0.0001780154,0.000068550944,0.00021783028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006291183,0.00017179415,0.0003072367,0.000082631464,0.0010648683,0.0001525472,0.00027030415,0.00006828007,0.00012632283],"category_scores_gemma":[0.000008171459,0.00013547909,0.00025758622,0.0001624499,0.0000920736,0.00028806497,0.000015176005,0.0002197878,0.000017805993],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004578189,0.011381966,0.027792046,0.00018616996,0.003315163,0.00032221596,0.016958928,0.00024532655,0.00002277028,0.03661506,0.33371565,0.56486654],"study_design_scores_gemma":[0.1389815,0.040624883,0.34364903,0.0035732691,0.0020343862,0.0798225,0.15822412,0.00005773166,0.00016826199,0.051205903,0.17933889,0.0023195124],"about_ca_topic_score_codex":0.0032057385,"about_ca_topic_score_gemma":0.001094948,"teacher_disagreement_score":0.562547,"about_ca_system_score_codex":0.00038235012,"about_ca_system_score_gemma":0.00023267837,"threshold_uncertainty_score":0.8190214},"labels":[],"label_agreement":null},{"id":"W2100857591","doi":"10.1177/1363461514557202","title":"Toward a new architecture for global mental health","year":2014,"lang":"en","type":"editorial","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":327,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Global mental health; Psychological intervention; Health equity; Global health; Social determinants of health; Equity (law); Poverty; Indigenous; Psychology; Stigma (botany); Health care; Psychiatry; Public relations; Economic growth; Medicine; Political science; Economics","score_opus":0.02743128450926857,"score_gpt":0.3833219477423894,"score_spread":0.35589066323312085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100857591","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020613796,0.008611101,0.0011791319,0.024504283,0.95412374,0.003046237,0.0031721261,0.00027003713,0.004887195],"genre_scores_gemma":[0.00088071055,0.00016971039,0.00399207,0.0016908828,0.96597815,0.0003454292,0.009595885,0.00011543389,0.017231738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959561,0.00018107903,0.000856507,0.0011488126,0.00066366105,0.001193845],"domain_scores_gemma":[0.9982499,0.000096321615,0.0004205038,0.0005173538,0.00006137403,0.00065454945],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023593797,0.0008643325,0.0010591946,0.00006674733,0.00047120455,0.000100565725,0.0007469813,0.0011454939,0.00061541627],"category_scores_gemma":[0.0000101312735,0.00064677757,0.00080270914,0.00020496252,0.00007576268,0.000081246086,0.000022774942,0.0008379357,0.00024854514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011237179,0.0002523842,0.00006544155,0.0008947993,0.00033679855,9.869376e-7,0.001973779,5.515294e-7,3.9825838e-7,0.0018145264,0.9587774,0.034759212],"study_design_scores_gemma":[0.007201997,0.0013194092,0.00028533288,0.0003497986,0.00014758327,0.00001842435,0.00029319606,7.62569e-7,4.5442752e-7,0.0036453,0.98609895,0.00063880836],"about_ca_topic_score_codex":0.002159247,"about_ca_topic_score_gemma":0.0044639115,"teacher_disagreement_score":0.034120403,"about_ca_system_score_codex":0.00037342875,"about_ca_system_score_gemma":0.0004977924,"threshold_uncertainty_score":0.9995983},"labels":[],"label_agreement":null},{"id":"W2101125660","doi":"10.1007/s10597-015-9949-2","title":"Patient Perceptions of Prejudice and Discrimination by Health Care Providers and its Relationship with Mental Disorders: Results from the 2012 Canadian Community Health-Mental Health Survey Data","year":2015,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Providence Health Care","funders":"Canadian Institutes of Health Research; University of British Columbia; Michael Smith Health Research BC","keywords":"Prejudice (legal term); Mental health; Anxiety; Psychiatry; Mood; Clinical psychology; Mood disorders; Mental illness; Odds; Logistic regression; Medicine; Psychology; Odds ratio; Public health; Social psychology; Nursing","score_opus":0.17924874481642647,"score_gpt":0.42191185828525696,"score_spread":0.2426631134688305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101125660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8672477,0.032550503,0.000018379427,0.06547165,0.0006743799,0.0032225726,0.03055108,0.000030261988,0.00023345643],"genre_scores_gemma":[0.95841706,0.0032563666,0.00023469348,0.00504736,0.00004527371,0.000032860487,0.032868344,0.000042823583,0.000055223958],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98330694,0.013461807,0.0013646703,0.00036428423,0.0005803312,0.0009219522],"domain_scores_gemma":[0.9946189,0.00080814335,0.0014205509,0.0011179587,0.0001268237,0.0019076343],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006460159,0.00038298426,0.0006088886,0.00018918791,0.010005798,0.00013584048,0.0007652017,0.00010943436,0.000037612874],"category_scores_gemma":[0.000099493875,0.00030460663,0.000037397298,0.00031117114,0.0003659465,0.00092053873,0.0004549452,0.0022132683,0.000006508993],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013844582,0.0015441246,0.1653837,0.0003167962,0.000114376926,6.3082535e-7,0.5135803,0.0000014855323,5.309008e-7,0.00004912197,0.25060374,0.06702069],"study_design_scores_gemma":[0.005367672,0.0046398146,0.58579314,0.00078146753,0.000013807382,0.00009006646,0.39897892,0.000046272227,5.9009363e-7,0.00006440128,0.0039829738,0.00024087826],"about_ca_topic_score_codex":0.8987621,"about_ca_topic_score_gemma":0.9641967,"teacher_disagreement_score":0.42040947,"about_ca_system_score_codex":0.0027540766,"about_ca_system_score_gemma":0.0019287177,"threshold_uncertainty_score":0.99994063},"labels":[],"label_agreement":null},{"id":"W2101234892","doi":"10.1016/j.jad.2015.10.011","title":"World survey of mental illness stigma","year":2015,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":224,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Institute for Work & Health","funders":"National Institute of Mental Health; National Institutes of Health; Michael Smith Health Research BC","keywords":"Mental illness; Psychiatry; Psychological intervention; Stigma (botany); Psychology; Medicine; Clinical psychology; Mental health","score_opus":0.047314064767966735,"score_gpt":0.39158330291468885,"score_spread":0.3442692381467221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101234892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98512954,0.0012866819,0.00008773537,0.0001613293,0.0020075769,0.00026395166,0.00003221284,0.0000055414816,0.011025415],"genre_scores_gemma":[0.9992512,0.000031205152,0.00003613251,0.00005849893,0.000058321413,0.0000062370177,0.0000122861975,0.000014663503,0.00053146115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998628,0.00041734162,0.0003634112,0.0001147673,0.00027546784,0.000201021],"domain_scores_gemma":[0.99879694,0.00025043127,0.0004734656,0.000114783536,0.00020388723,0.00016051244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008629243,0.0001268145,0.00031118898,0.0002344393,0.00006304058,0.0000093380995,0.0001755078,0.000044270786,0.00033443226],"category_scores_gemma":[0.000085863976,0.00009881482,0.00008914166,0.00040038905,0.000088775436,0.0001680949,0.000026302261,0.00015894117,0.000023498376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018541551,0.0013672379,0.7943064,0.000025908736,0.00034541963,0.000018017425,0.005811133,0.0000131612005,0.00003132095,0.00033091698,0.021259567,0.17463675],"study_design_scores_gemma":[0.0046780743,0.0011223375,0.98760796,0.000052557873,0.000038532948,0.000016183605,0.0039806725,0.000006425644,0.00033925302,0.00066410145,0.0013575234,0.00013636159],"about_ca_topic_score_codex":0.003180369,"about_ca_topic_score_gemma":0.006208643,"teacher_disagreement_score":0.19330157,"about_ca_system_score_codex":0.00011710702,"about_ca_system_score_gemma":0.000056343364,"threshold_uncertainty_score":0.48077878},"labels":[],"label_agreement":null},{"id":"W2101325817","doi":"10.1503/cmaj.121171","title":"Association between depression and hospital outcomes among older men","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Hazard ratio; Depression (economics); Confidence interval; Incidence (geometry); Retrospective cohort study; Hospital admission; Cohort study; Pediatrics; Emergency medicine; Internal medicine","score_opus":0.011213549769845128,"score_gpt":0.31649636752143595,"score_spread":0.30528281775159083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101325817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97466016,0.00035656942,0.000011477033,0.010989265,0.0019999845,0.00018288524,0.00002355898,0.000019048492,0.011757054],"genre_scores_gemma":[0.9913966,0.00003639301,0.000020634985,0.0016407863,0.0020828068,0.000017030903,0.000020803696,0.00001502197,0.004769921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976241,0.00025590538,0.00037399566,0.00013549182,0.00087098085,0.00073954393],"domain_scores_gemma":[0.9971821,0.00032658374,0.00037065492,0.000072706986,0.00008979321,0.0019582],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017808457,0.00012756632,0.00022956582,0.00012725766,0.00043878795,0.000078476776,0.00012526508,0.0005093336,0.0061087646],"category_scores_gemma":[0.00041581085,0.00010607985,0.000062341926,0.000104034385,0.00001706662,0.0003461166,0.00001830554,0.00060974417,0.00026274953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010079647,0.000036708614,0.87508744,0.000002526739,0.00018195523,0.000014871287,0.0008317091,9.193177e-9,7.286888e-8,0.000033337725,0.09103301,0.032777376],"study_design_scores_gemma":[0.0010266918,0.00002369277,0.97535574,0.00002599502,0.000061573686,0.000008864739,0.0004711083,0.0000024092215,0.0000021474546,0.000044496137,0.02286054,0.00011670763],"about_ca_topic_score_codex":0.005397416,"about_ca_topic_score_gemma":0.0034537206,"teacher_disagreement_score":0.10026836,"about_ca_system_score_codex":0.0013708791,"about_ca_system_score_gemma":0.00012877856,"threshold_uncertainty_score":0.9947998},"labels":[],"label_agreement":null},{"id":"W2101798753","doi":"10.7202/012138ar","title":"Développement et validation d’un questionnaire mesurant le soutien social en situation d’anxiété auprès d’une population universitaire","year":2006,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Psychology; Social support; Anxiety; Population; Clinical psychology; Distress; Social psychology; Psychiatry; Sociology; Demography","score_opus":0.021441158102301402,"score_gpt":0.34151637140619384,"score_spread":0.32007521330389244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101798753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94616586,0.0011561671,0.00076515623,0.040354393,0.0019320515,0.0012760953,0.00013195959,0.00014826516,0.008070051],"genre_scores_gemma":[0.9891593,0.000059756785,0.00023599988,0.00030885535,0.0008114001,0.0000829034,0.0026131945,0.000060706407,0.0066678775],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99626017,0.001037824,0.00080145727,0.00067419594,0.00052458356,0.0007017768],"domain_scores_gemma":[0.9988658,0.00010023915,0.0005391814,0.00028308117,0.00008043842,0.00013126942],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007011063,0.00046132438,0.0004142911,0.00020603571,0.0016195016,0.00008646575,0.00023509975,0.0003559367,0.00097129296],"category_scores_gemma":[0.0000105603085,0.0005268002,0.00019890547,0.00041651208,0.00015833152,0.0007933741,0.00010179331,0.000258866,0.00053976325],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006479654,0.0038283947,0.4053108,0.00043261846,0.00037481386,0.00011226099,0.041949138,0.0002015535,0.00089940033,0.031184608,0.0063366573,0.50872177],"study_design_scores_gemma":[0.0053499644,0.00034726574,0.9741801,0.00026717625,0.00030923254,0.00003137639,0.011296048,0.0001968488,0.0016151012,0.0024202869,0.003388104,0.00059850817],"about_ca_topic_score_codex":0.69500744,"about_ca_topic_score_gemma":0.21754375,"teacher_disagreement_score":0.5688693,"about_ca_system_score_codex":0.0048102713,"about_ca_system_score_gemma":0.00049729797,"threshold_uncertainty_score":0.99994195},"labels":[],"label_agreement":null},{"id":"W2101874787","doi":"10.1186/1471-244x-7-23","title":"An animated depiction of major depression epidemiology","year":2007,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Fondation pour la Recherche Médicale","keywords":"Epidemiology; Animation; Computer science; VRML; Epidemiological method; Depiction; Population; Data science; Medicine; Virtual reality; Artificial intelligence; Pathology; Environmental health","score_opus":0.05655944211961738,"score_gpt":0.43827727736784317,"score_spread":0.3817178352482258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101874787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977435,0.0016140136,0.006332545,0.000089084315,0.0034837036,0.0003269342,0.000009860197,0.00010104453,0.010607819],"genre_scores_gemma":[0.9881382,0.000007026948,0.010825634,0.00035628246,0.00034063475,0.000020289526,0.000057064757,0.000019329484,0.00023552249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843097,0.0002223908,0.0005565334,0.000325959,0.00007982791,0.0003843486],"domain_scores_gemma":[0.9990331,0.00012282695,0.00027534403,0.00039920426,0.000025219759,0.00014428861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008222427,0.00013420975,0.00024523764,0.0001290765,0.00011794956,0.0000026311732,0.0001626843,0.0002078746,0.000815113],"category_scores_gemma":[0.000016628406,0.00011221273,0.00006929188,0.00017133573,0.000044245033,0.000093148636,0.000015959065,0.00011427002,0.00013940845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070579525,0.00059055234,0.9795735,0.00005855962,0.000019681833,6.623386e-7,0.00010025398,0.0000014812437,0.00038768633,0.007943767,0.0015048971,0.009113147],"study_design_scores_gemma":[0.0013190006,0.00030717847,0.9948214,0.000032819316,0.000026959435,0.000019465893,0.000348045,0.000035513334,0.0003928665,0.0023412814,0.00025193274,0.000103490136],"about_ca_topic_score_codex":0.00047910275,"about_ca_topic_score_gemma":0.0005895672,"teacher_disagreement_score":0.015247932,"about_ca_system_score_codex":0.000027192948,"about_ca_system_score_gemma":0.000018475163,"threshold_uncertainty_score":0.89249164},"labels":[],"label_agreement":null},{"id":"W2102146492","doi":"10.1192/bjp.181.3.214","title":"Prevalence of psychiatric disorder and the need for psychiatric care in Northern Ireland","year":2002,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Queen's University","keywords":"Psychiatry; Epidemiology; Neuropsychiatry; Anxiety; Depression (economics); General Health Questionnaire; Quarter (Canadian coin); Population; Mental health; Medicine; Epidemiology of child psychiatric disorders","score_opus":0.010276394647503408,"score_gpt":0.28527565752408535,"score_spread":0.27499926287658194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102146492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76847845,0.22292435,0.000035402576,0.0037707589,0.0021043257,0.0007618242,0.000031404343,0.0000057963816,0.0018876863],"genre_scores_gemma":[0.99266225,0.0052971025,0.0005930257,0.00029793018,0.00052544725,0.000046199635,0.0000016765591,0.000027885864,0.00054849865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981088,0.00027960143,0.0008592221,0.00019554708,0.00024236103,0.00031448592],"domain_scores_gemma":[0.9986219,0.00023884869,0.0007042369,0.0002553351,0.000103982435,0.00007569941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006509997,0.00016855248,0.00036108564,0.00013091958,0.00045994084,0.00006904984,0.0004999574,0.00009910071,0.00017349637],"category_scores_gemma":[0.000022433256,0.00011030993,0.0002164126,0.00038379332,0.00020063906,0.00011348474,0.000029327784,0.00037842614,0.000006975213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012997255,0.0006172254,0.9020135,0.0005528417,0.00011336824,0.000007173517,0.0021569852,0.000013346863,2.9672853e-7,0.0013789992,0.0048563657,0.08699018],"study_design_scores_gemma":[0.030302398,0.0013274577,0.94600064,0.0005280144,0.00055827975,0.001556666,0.0074991346,0.00007492313,7.8327247e-7,0.010688261,0.0011480246,0.00031544923],"about_ca_topic_score_codex":0.0005263558,"about_ca_topic_score_gemma":0.004394216,"teacher_disagreement_score":0.22418378,"about_ca_system_score_codex":0.000024276755,"about_ca_system_score_gemma":0.000032838667,"threshold_uncertainty_score":0.44983083},"labels":[],"label_agreement":null},{"id":"W2102380222","doi":"10.3109/09540261.2010.536148","title":"Human resource challenges facing Zambia's mental health care system and possible solutions: Results from a combined quantitative and qualitative study","year":2010,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Qualitative research; Resource (disambiguation); Mental health care; Psychology; Healthcare system; Health care; Nursing; Medicine; Computer science; Psychiatry; Political science; Sociology; Social science","score_opus":0.06766502442223309,"score_gpt":0.45975135134616935,"score_spread":0.39208632692393625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102380222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77588725,0.19838865,0.000004111511,0.013104781,0.0017476662,0.001488655,0.0009659206,0.00003862284,0.008374368],"genre_scores_gemma":[0.99501604,0.0029686256,0.0010123882,0.00033941885,0.00009976508,0.00009747754,0.0003197597,0.000015502246,0.00013102019],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9979163,0.00046740827,0.0007046474,0.00044034698,0.00028868808,0.00018263151],"domain_scores_gemma":[0.9987981,0.00017525395,0.0005824612,0.00024244809,0.00009961753,0.00010215739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008570093,0.00017711456,0.0004074072,0.000107506356,0.0002917769,0.000022202046,0.00018505164,0.000051940166,0.000061273044],"category_scores_gemma":[0.0000352893,0.00015487873,0.000055808272,0.00007199844,0.00008967136,0.00010449092,0.0000866198,0.00020459415,0.000012469975],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011659345,0.0025937343,0.011434009,0.009533916,0.0013536075,0.00000995083,0.4439426,9.620389e-8,0.000044843073,0.47567353,0.015824836,0.03842294],"study_design_scores_gemma":[0.00822543,0.0024263998,0.09046081,0.0139596285,0.00011093606,0.000019598778,0.88005024,0.000009727686,0.0000038768267,0.0011671912,0.0032121146,0.00035407176],"about_ca_topic_score_codex":0.0017348417,"about_ca_topic_score_gemma":0.0024339964,"teacher_disagreement_score":0.47450635,"about_ca_system_score_codex":0.00006813835,"about_ca_system_score_gemma":0.000038067017,"threshold_uncertainty_score":0.63157713},"labels":[],"label_agreement":null},{"id":"W2102436662","doi":"10.3390/ijerph111010559","title":"Predictors of Healthcare Service Utilization for Mental Health Reasons","year":2014,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Douglas College","funders":"","keywords":"Mental health; Psychological intervention; Health care; Psychiatry; Medicine; Population; Psychology; Social support; Clinical psychology; Environmental health; Social psychology","score_opus":0.15922393309110133,"score_gpt":0.48283479382690364,"score_spread":0.3236108607358023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102436662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8085971,0.004565379,0.0009956835,0.18151154,0.0017497226,0.0011643184,0.0008290119,0.000011376223,0.00057585194],"genre_scores_gemma":[0.9944602,0.0022208048,0.0003741094,0.0020631147,0.000383891,0.00002537498,0.0002397313,0.000018623288,0.0002141474],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968851,0.0005838201,0.000793797,0.00022056139,0.0009686697,0.0005480218],"domain_scores_gemma":[0.99805135,0.0003155556,0.0006083475,0.0001431488,0.00018365248,0.0006979451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034133208,0.00011971804,0.00029019627,0.00039544236,0.0002929777,0.00004246992,0.0003686179,0.00006647939,0.00028392722],"category_scores_gemma":[0.000085682084,0.00010411195,0.0000621865,0.00014872567,0.0001406571,0.0002587096,0.00009040016,0.0002616729,0.000008294248],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012319726,0.0035940085,0.12612963,0.0003635057,0.0003931195,0.0000042397346,0.0074144695,0.0000012215686,0.00009116717,0.021340495,0.01648833,0.82294786],"study_design_scores_gemma":[0.009829948,0.014766742,0.49290007,0.0005499213,0.000008441524,0.00028126314,0.013176549,0.00027404187,0.00011453984,0.0032495917,0.46456185,0.00028705676],"about_ca_topic_score_codex":0.0008414664,"about_ca_topic_score_gemma":0.00021138707,"teacher_disagreement_score":0.8226608,"about_ca_system_score_codex":0.0005951928,"about_ca_system_score_gemma":0.0002869031,"threshold_uncertainty_score":0.4245562},"labels":[],"label_agreement":null},{"id":"W2103014634","doi":"","title":"Income and psychological distress: the role of the social environment.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada","funders":"","keywords":"Stressor; Distress; Psychological distress; Psychology; Population; Demography; Longitudinal data; Medicine; Mental health; Clinical psychology; Environmental health; Psychiatry","score_opus":0.03443285614088729,"score_gpt":0.32322068951994026,"score_spread":0.28878783337905295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103014634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97504646,0.0006342874,7.505693e-7,0.0019749443,0.00012277646,0.0005097332,0.000013274109,0.000009340926,0.021688413],"genre_scores_gemma":[0.9986713,0.00001762524,0.0000028494362,0.00026072867,0.000084644,0.0002984668,0.0000022938002,0.0000030755632,0.0006590135],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993512,0.00009200087,0.00012472372,0.00013328929,0.00009597042,0.00020281874],"domain_scores_gemma":[0.9996917,0.000035498557,0.00007017712,0.00016606081,0.0000020092427,0.000034531968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011487861,0.000067157926,0.000085135296,0.0000090300755,0.00018861069,0.000009559159,0.0001835649,0.00005259651,0.00013929921],"category_scores_gemma":[0.0000035134897,0.00003212005,0.00003752293,0.00004805802,0.00013383519,0.000023146062,0.000036846093,0.00008605668,0.000011171702],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006544617,0.00032551208,0.08848297,0.0000021806557,0.00001482787,0.0000011169798,0.0005095281,4.9735718e-8,0.000010478651,0.005902638,0.00021737393,0.9044679],"study_design_scores_gemma":[0.00035799568,0.000028587874,0.9933124,0.0000010622213,0.000011746679,0.0000029056928,0.000169295,4.1187928e-7,0.000048546244,0.004313292,0.0017193517,0.00003439978],"about_ca_topic_score_codex":0.000017505126,"about_ca_topic_score_gemma":0.0000019935294,"teacher_disagreement_score":0.90482944,"about_ca_system_score_codex":0.000014965564,"about_ca_system_score_gemma":4.3754096e-7,"threshold_uncertainty_score":0.15252288},"labels":[],"label_agreement":null},{"id":"W2103330162","doi":"10.1016/j.jad.2011.05.043","title":"Depression and associated factors in internal migrant workers in China","year":2011,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":180,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; Sichuan University; University of Manitoba","keywords":"Respondent; Depression (economics); Residence; Mental health; Population; Medicine; Center for Epidemiologic Studies Depression Scale; Public health; Socioeconomic status; Gerontology; Social support; Psychology; Demography; Environmental health; Psychiatry; Anxiety; Depressive symptoms; Social psychology","score_opus":0.018096227713308252,"score_gpt":0.32799487175691194,"score_spread":0.3098986440436037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103330162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99519545,0.00065000146,0.000019789875,0.000035297482,0.00038904618,0.0001947367,0.0000017712576,0.000003909965,0.003509985],"genre_scores_gemma":[0.99983454,0.000043218035,0.000015792251,0.000019997593,0.000010293873,0.0000056014146,0.0000012113608,0.000009738394,0.000059586408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990736,0.00021279258,0.0002813827,0.00012356654,0.00010387523,0.00020477873],"domain_scores_gemma":[0.9995021,0.000110218265,0.0002545259,0.00005059483,0.000014275799,0.000068235306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029026455,0.00011565882,0.00022685037,0.00029554777,0.000032941894,0.0000075659195,0.00009444794,0.00008028324,0.00018106481],"category_scores_gemma":[0.000047989477,0.00008477917,0.00005605106,0.0001934941,0.000038133294,0.00016344452,0.000020034908,0.0002965489,0.0000020457326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048803104,0.0005885178,0.9595117,0.0000060695884,0.00005032219,0.00004102773,0.011961307,0.0000011935836,0.000018182505,0.00000568542,0.00010202059,0.02722592],"study_design_scores_gemma":[0.0029269974,0.00039621646,0.99184287,0.00019748718,0.000011657806,0.000005864722,0.0039229584,0.0000064859387,0.00007297835,0.00053105655,0.000009940537,0.00007551668],"about_ca_topic_score_codex":0.00966,"about_ca_topic_score_gemma":0.008764955,"teacher_disagreement_score":0.03233112,"about_ca_system_score_codex":0.00011231251,"about_ca_system_score_gemma":0.000010829641,"threshold_uncertainty_score":0.9969348},"labels":[],"label_agreement":null},{"id":"W2103554006","doi":"10.1016/j.jad.2009.07.016","title":"The incidence of major depression in Canada: The National Population Health Survey","year":2009,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; McGill University; University of Calgary","funders":"Canadian Institutes of Health Research; Health Canada; Public Health Agency of Canada","keywords":"Major depressive episode; Confidence interval; Hazard ratio; Population; Cumulative incidence; Depression (economics); Medicine; Incidence (geometry); Epidemiology; Demography; Cohort; Environmental health; Psychiatry; Internal medicine","score_opus":0.021639625011630758,"score_gpt":0.37637495243469626,"score_spread":0.3547353274230655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103554006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99526626,0.0014312136,0.000026726193,0.0024370397,0.00026777812,0.00025359847,0.0000063975176,9.3783547e-7,0.00031002256],"genre_scores_gemma":[0.99938214,0.000087390195,0.0000063156576,0.00047070818,0.000024815583,0.0000033752867,0.0000043813584,0.0000030516856,0.000017807515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858314,0.0005490517,0.00033741648,0.00006886421,0.00031967595,0.00014185479],"domain_scores_gemma":[0.9985971,0.00070910726,0.0005087116,0.00005874876,0.0000912577,0.000035072306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012647246,0.00006269976,0.0001329704,0.000055519104,0.00016364877,0.0000067787896,0.00014990904,0.000020409485,0.000018395049],"category_scores_gemma":[0.00012898122,0.00003326236,0.000031212552,0.00021102284,0.000020132185,0.00008605633,0.0000073290157,0.00015587642,5.4630215e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002480682,0.00009228347,0.9135894,0.000003190692,0.000016558442,8.8251426e-7,0.00032892986,0.0000954595,0.0000037422642,0.00018360962,0.0022746637,0.08316319],"study_design_scores_gemma":[0.0006442695,0.00017103151,0.9971559,0.000034738798,0.0000026248456,0.0000044002604,0.00044294394,0.000024468969,0.00001011426,0.0014543029,0.000026881375,0.000028331853],"about_ca_topic_score_codex":0.79705316,"about_ca_topic_score_gemma":0.9698681,"teacher_disagreement_score":0.17281494,"about_ca_system_score_codex":0.0004926135,"about_ca_system_score_gemma":0.00029162655,"threshold_uncertainty_score":0.20429827},"labels":[],"label_agreement":null},{"id":"W2104168153","doi":"10.1186/1745-0179-5-10","title":"Measuring perceived racism and psychosis in African-Caribbean patients in the United Kingdom: the modified perceived racism scale","year":2009,"lang":"en","type":"article","venue":"Clinical Practice and Epidemiology in Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Medical Research Council","keywords":"Racism; Scale (ratio); Psychosis; Psychology; Prejudice (legal term); Epidemiology; Medicine; Clinical psychology; Psychiatry; Geography; Sociology; Social psychology; Gender studies; Cartography; Pathology","score_opus":0.277469119870237,"score_gpt":0.5065887557446892,"score_spread":0.22911963587445222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104168153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88554204,0.0009107964,0.0000071469212,0.10953937,0.0005374975,0.0016309976,0.000011720608,0.000017668975,0.0018028003],"genre_scores_gemma":[0.9415438,0.0036745744,0.00027116248,0.054162476,0.000106004285,0.00012340283,0.000073995696,0.000014970333,0.000029575425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9854074,0.010500771,0.0020979438,0.00084254984,0.00020767479,0.0009436774],"domain_scores_gemma":[0.98725694,0.011321279,0.00065749674,0.00047539093,0.000034554374,0.00025433046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0148613015,0.00032043102,0.00090916344,0.0002577812,0.0004880087,0.000025564537,0.00037881912,0.00036440164,0.000031251853],"category_scores_gemma":[0.0019626033,0.00020435842,0.00008760256,0.0005419901,0.00040869816,0.00030545596,0.00008041088,0.0016489349,0.000025523963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025933685,0.0032152238,0.85097903,0.00004444477,0.000035348832,0.000028355353,0.017303742,0.00000917336,0.0000013801545,0.0012877529,0.0023784533,0.12212371],"study_design_scores_gemma":[0.0048415163,0.0011647998,0.98028743,0.0001334666,0.000023753544,0.000030091125,0.009247223,0.00047810914,6.515337e-8,0.0017302808,0.0018869209,0.0001763556],"about_ca_topic_score_codex":0.012861452,"about_ca_topic_score_gemma":0.002089406,"teacher_disagreement_score":0.12930837,"about_ca_system_score_codex":0.00020781108,"about_ca_system_score_gemma":0.00003496342,"threshold_uncertainty_score":0.993712},"labels":[],"label_agreement":null},{"id":"W2104260460","doi":"10.1007/s00127-002-0583-2","title":"Attitudes about schizophrenia from the pilot site of the WPA worldwide campaign against the stigma of schizophrenia","year":2002,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":182,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada; Queen's University; Kingston Health Sciences Centre; University of Alberta","funders":"Eli Lilly and Company","keywords":"Stigma (botany); Schizophrenia (object-oriented programming); Psychiatry; Psychology; Social stigma; Public health; Clinical psychology; Medicine; Family medicine; Nursing","score_opus":0.05459412784803764,"score_gpt":0.3423950772555587,"score_spread":0.28780094940752105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104260460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9044098,0.05080054,0.000038876904,0.030620545,0.006782852,0.001043396,0.0004117955,0.000047665962,0.0058445176],"genre_scores_gemma":[0.98893136,0.001114322,0.00075156766,0.005778657,0.0026980343,0.00010178218,0.000035676578,0.000042894873,0.0005456876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99387723,0.0028466978,0.0015376167,0.00070383766,0.00026725206,0.00076737837],"domain_scores_gemma":[0.99435043,0.0030469347,0.0014108984,0.0009879428,0.000067674606,0.00013609175],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016969551,0.000479806,0.00096460513,0.00009994128,0.0017444554,0.00001807846,0.001037974,0.00035600527,0.00073100475],"category_scores_gemma":[0.00016357657,0.00024942408,0.00046722236,0.0008982271,0.0012490632,0.00008707038,0.00018205834,0.00091358426,0.00008018513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011336349,0.00073365914,0.86554503,0.00009318954,0.00043544744,6.970272e-7,0.0017516165,0.0000064893775,0.000014517176,0.053315148,0.060570594,0.016399983],"study_design_scores_gemma":[0.002933149,0.0003098306,0.96873564,0.00008150125,0.00028282276,0.0000060759335,0.00065193785,0.000025521396,0.0000024235917,0.023969667,0.0027338362,0.00026761333],"about_ca_topic_score_codex":0.0020797017,"about_ca_topic_score_gemma":0.0021136277,"teacher_disagreement_score":0.10319059,"about_ca_system_score_codex":0.000030814284,"about_ca_system_score_gemma":0.000065551314,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W2104301214","doi":"10.1017/s2045796015000281","title":"Generating evidence to narrow the treatment gap for mental disorders in sub-Saharan Africa: rationale, overview and methods of AFFIRM","year":2015,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism; National Research Foundation","keywords":"Mental health; Psychological intervention; Mentorship; Medicine; Intervention (counseling); Public health; Mental health literacy; Nursing; Psychiatry; Psychology; Mental illness; Medical education","score_opus":0.34261306095454075,"score_gpt":0.5203107640442599,"score_spread":0.17769770308971916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104301214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7462086,0.23415674,0.0005174839,0.015981453,0.0010081703,0.001386398,0.000012669079,0.000007967856,0.0007205141],"genre_scores_gemma":[0.9351536,0.012346142,0.049523946,0.0014800199,0.00022211138,0.0009290463,0.000008226887,0.000008775667,0.00032811557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976789,0.0010686843,0.00044363705,0.00041522086,0.0000746725,0.00031893444],"domain_scores_gemma":[0.9960579,0.0035025415,0.00018153535,0.0001250296,0.000017122877,0.00011582592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055169533,0.000136559,0.0003244643,0.00012585286,0.0004002145,0.0000094016605,0.00016144269,0.00006727726,0.000023723258],"category_scores_gemma":[0.0003343665,0.00008006771,0.00004477174,0.00041811197,0.0003032482,0.000104415674,0.000025033492,0.00005216696,0.0000031944187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049459963,0.0004698693,0.52107483,0.00009231327,0.00005843749,5.0838275e-7,0.0102319345,0.0002569009,0.000060770162,0.018815408,0.01924596,0.42919847],"study_design_scores_gemma":[0.009445698,0.023104835,0.692365,0.0003203141,0.00030851472,0.00007127236,0.010274095,0.012096454,0.00016880097,0.15289947,0.09774259,0.0012029646],"about_ca_topic_score_codex":0.0004599644,"about_ca_topic_score_gemma":0.00076688954,"teacher_disagreement_score":0.42799553,"about_ca_system_score_codex":0.000030366347,"about_ca_system_score_gemma":0.000044265264,"threshold_uncertainty_score":0.3265066},"labels":[],"label_agreement":null},{"id":"W2104891329","doi":"10.5430/jha.v3n2p24","title":"Treatment of physical disorder in children with mental disorder: A health care utilization study","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ambulatory; Medicine; Inpatient care; Medical diagnosis; Psychiatry; Emergency department; Ambulatory care; Mental health; Physical health; Health care","score_opus":0.01669448860039507,"score_gpt":0.3644931262941644,"score_spread":0.34779863769376934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104891329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967596,0.0006800677,0.000016766915,0.00046269444,0.00014007973,0.001767966,0.000014104558,0.000005929219,0.00015282216],"genre_scores_gemma":[0.9996196,0.000034728622,0.000055413806,0.000011293808,0.00008424422,0.00007638951,0.00006507489,0.000012903073,0.00004036586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988448,0.000096712196,0.0004949059,0.0001533833,0.00023839233,0.00017178363],"domain_scores_gemma":[0.999185,0.000017239028,0.0005196449,0.00011639409,0.0000764459,0.00008525095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043569893,0.00015278517,0.00030975026,0.00010321984,0.00007075011,0.000023173612,0.00007715448,0.000031420834,0.00008027969],"category_scores_gemma":[0.000002146362,0.00010272008,0.00006376255,0.00015448892,0.000031935702,0.00027344067,0.000006696699,0.00006584631,0.000008502694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020917314,0.014762558,0.92268616,0.00001123433,0.00010001215,0.0000060354396,0.017648445,0.0000037741654,0.0000017953889,0.00006796015,0.00002708894,0.04447579],"study_design_scores_gemma":[0.0043663736,0.101446934,0.8742945,0.00002279706,0.000032427135,0.000019478675,0.019624516,0.000015482465,0.000055103003,0.00002064048,0.000017063288,0.00008468959],"about_ca_topic_score_codex":0.000750459,"about_ca_topic_score_gemma":0.00046414867,"teacher_disagreement_score":0.086684376,"about_ca_system_score_codex":0.0001671192,"about_ca_system_score_gemma":0.00007969037,"threshold_uncertainty_score":0.4188803},"labels":[],"label_agreement":null},{"id":"W2104928080","doi":"10.1186/s12888-014-0337-1","title":"The images of psychiatry scale: development, factor structure, and reliability","year":2014,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Exploratory factor analysis; Confirmatory factor analysis; Cronbach's alpha; Psychology; Scale (ratio); Psychometrics; Reliability (semiconductor); Clinical psychology; Variance (accounting); Sample (material); Psychiatry; Structural equation modeling; Statistics; Mathematics","score_opus":0.01477603247204414,"score_gpt":0.32018077214077906,"score_spread":0.30540473966873494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104928080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98717505,0.0018097715,0.00020269488,0.0007005454,0.005224543,0.00043601068,0.000042167652,0.0000517493,0.0043574474],"genre_scores_gemma":[0.98388076,0.000019321384,0.014625758,0.00023297548,0.000293388,0.00003388436,0.0000134845,0.000024339919,0.0008761144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983355,0.00018724136,0.00051200914,0.00040972693,0.00018927331,0.00036628137],"domain_scores_gemma":[0.998871,0.00013073019,0.0002503711,0.0005821401,0.000038021564,0.00012770011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028631752,0.00021922223,0.0002404012,0.000052234423,0.00043868553,0.000033646927,0.0002907879,0.0001328625,0.00030866647],"category_scores_gemma":[0.000019234427,0.00014208461,0.00006353066,0.00014199992,0.00018878843,0.000079301,0.00006331411,0.00017420652,0.00003971926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015855016,0.000150405,0.97733533,0.000168759,0.000023778453,2.017505e-8,0.0001555745,2.1655663e-7,0.000019785704,0.0053414083,0.0037264773,0.012919663],"study_design_scores_gemma":[0.0010521807,0.00009824555,0.98516697,0.000037547445,0.000019242967,0.0000054643215,0.00019862075,0.0000033605565,0.000208539,0.009680053,0.0033690818,0.00016071313],"about_ca_topic_score_codex":0.00008505516,"about_ca_topic_score_gemma":0.00065794925,"teacher_disagreement_score":0.014423063,"about_ca_system_score_codex":0.000020576359,"about_ca_system_score_gemma":0.00009742381,"threshold_uncertainty_score":0.57940423},"labels":[],"label_agreement":null},{"id":"W2105209720","doi":"10.1177/070674370705200203","title":"Health Service Patterns Indicate Potential Benefit of Supported Self-Management for Depression in Primary Care","year":2007,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Depression (economics); Context (archaeology); Medicine; Primary care; Cohort; Intervention (counseling); Psychiatry; Family medicine; Health care; Service delivery framework; Public health; Management of depression; Service (business); Nursing","score_opus":0.03558929768180145,"score_gpt":0.3692564164795273,"score_spread":0.3336671187977258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105209720","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002044859,0.98959076,0.000020143556,0.001061948,0.003828379,0.0020544343,0.00047888508,0.0000064439723,0.0009141555],"genre_scores_gemma":[0.00853625,0.98583823,0.0015877621,0.0019197236,0.0009165233,0.00011012465,0.00077048264,0.00013039049,0.0001905349],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969073,0.0002003852,0.0016506951,0.000278466,0.0002780286,0.0006851091],"domain_scores_gemma":[0.9966957,0.000053521162,0.0021727246,0.0004412685,0.00010521335,0.000531555],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00083189923,0.0003542338,0.0012748843,0.00094470865,0.00027371416,0.00002737668,0.0008684069,0.0002987861,0.00016892013],"category_scores_gemma":[0.0000010576173,0.0002476974,0.00040467392,0.00043558213,0.00002804205,0.00006179911,0.00003241175,0.0005937662,0.000011916467],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009642947,0.00016451436,0.011206849,0.045109168,0.00059582863,0.00009227834,0.0012993633,0.000002230306,2.9488438e-9,0.0004504048,0.0019635092,0.93901944],"study_design_scores_gemma":[0.008277657,0.001187184,0.11852403,0.07909281,0.003839837,0.00095279905,0.0035651908,0.000001363064,3.235291e-7,0.0011261939,0.78235126,0.0010813894],"about_ca_topic_score_codex":0.021122877,"about_ca_topic_score_gemma":0.32937798,"teacher_disagreement_score":0.93793803,"about_ca_system_score_codex":0.0009372973,"about_ca_system_score_gemma":0.0024302632,"threshold_uncertainty_score":0.99999756},"labels":[],"label_agreement":null},{"id":"W2105655906","doi":"10.1176/appi.ps.59.3.283","title":"Perceived Unmet Need for Mental Health Care for Canadians With Co-occurring Mental and Substance Use Disorders","year":2008,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Substance use; Mental health; Psychiatry; Mental health care; Medicine; Psychology; Substance abuse","score_opus":0.01969248005881376,"score_gpt":0.3260845218243654,"score_spread":0.3063920417655517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105655906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869017,0.005535641,0.00003404396,0.0018765146,0.0007928408,0.003015722,0.0013777664,0.00006272393,0.00040307295],"genre_scores_gemma":[0.99155724,0.00033876998,0.002878989,0.003406402,0.00015171163,0.0005081383,0.0008476835,0.00005463852,0.00025643824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840784,0.000041082432,0.00028671365,0.0005041774,0.00014490954,0.0006152888],"domain_scores_gemma":[0.9992132,0.000083478655,0.0001825878,0.00021493298,0.000031081865,0.00027471408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000064410706,0.00026709464,0.0003041972,0.00014919715,0.0012069033,0.000039651648,0.0001745661,0.00006983429,0.00004678726],"category_scores_gemma":[5.707467e-7,0.0002328211,0.000065764594,0.00020192,0.000051908028,0.00023273134,0.000009059879,0.00007365208,0.0000050753083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016653455,0.00032565647,0.9067388,0.0010745687,0.00018982938,0.0000025234224,0.07774355,0.0000021183032,0.000004225581,0.00040128632,0.0067906203,0.0050614513],"study_design_scores_gemma":[0.022758527,0.0034646245,0.7742336,0.00011061472,0.00015986021,0.00007893058,0.11594622,0.00028191713,0.000010968553,0.00011052823,0.08170353,0.0011407266],"about_ca_topic_score_codex":0.03653782,"about_ca_topic_score_gemma":0.18977392,"teacher_disagreement_score":0.1532361,"about_ca_system_score_codex":0.00017196474,"about_ca_system_score_gemma":0.000062777035,"threshold_uncertainty_score":0.96987796},"labels":[],"label_agreement":null},{"id":"W2105789880","doi":"10.1136/jech-2013-202845","title":"A prediction algorithm for first onset of major depression in the general population: development and validation","year":2014,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Manitoba; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Depression (economics); Population; Logistic regression; Algorithm; Calibration; Statistics; Demography; Computer science; Environmental health; Internal medicine; Mathematics","score_opus":0.1571219673174827,"score_gpt":0.4538132328740141,"score_spread":0.29669126555653136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105789880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810428,0.0007942906,0.0140698375,0.003234474,0.00033991257,0.00041469335,0.000014236646,0.0000035560315,0.00008621849],"genre_scores_gemma":[0.97363675,0.000115709285,0.024646247,0.0013295185,0.00011858241,0.000027997072,0.000102058846,0.000006028071,0.00001710086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945051,0.0039582616,0.0011442881,0.0000932636,0.00008048355,0.00021858989],"domain_scores_gemma":[0.9949863,0.0035872979,0.0010515413,0.00023873677,0.000057283367,0.00007885381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011903696,0.00009276612,0.00042800064,0.00013958939,0.0004405383,0.0000033880103,0.00018687152,0.00010599742,0.000015943408],"category_scores_gemma":[0.00037990155,0.000061520834,0.000046209963,0.00008323715,0.00004557819,0.00008210375,0.000029662044,0.00040395357,8.6343533e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016133157,0.00035296218,0.77690214,0.000117138705,0.00002965436,4.0325256e-7,0.002777136,0.00002760217,7.2293614e-7,0.0006479876,0.0015697047,0.21741322],"study_design_scores_gemma":[0.0015006532,0.0007517689,0.9914143,0.00015341923,0.000014216813,0.00007122102,0.00047286684,0.00072042877,0.000009565283,0.0026630072,0.0021893159,0.000039252922],"about_ca_topic_score_codex":0.0027653158,"about_ca_topic_score_gemma":0.0013972982,"teacher_disagreement_score":0.21737397,"about_ca_system_score_codex":0.0001308184,"about_ca_system_score_gemma":0.000043201326,"threshold_uncertainty_score":0.41803488},"labels":[],"label_agreement":null},{"id":"W2106327957","doi":"10.3399/bjgp12x654669","title":"An end to depression in primary care?","year":2012,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Medical prescription; Psychosocial; Depression (economics); Primary care; Distress; Psychiatry; Management of depression; Incentive; Antidepressant; Mental health; Quarter (Canadian coin); Anxiety; Family medicine; Nursing; Clinical psychology","score_opus":0.028257266259127972,"score_gpt":0.39691673294905916,"score_spread":0.3686594666899312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106327957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95167786,0.014543209,0.000060373037,0.0002563144,0.0013252648,0.00017215844,0.0000063505468,0.0000064680403,0.03195202],"genre_scores_gemma":[0.9903754,0.00022388407,0.005674499,0.0022661327,0.001047901,0.0000089737005,0.000011505565,0.000016384949,0.0003753313],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99851876,0.00041556128,0.0003844382,0.00011872592,0.00023852423,0.00032399438],"domain_scores_gemma":[0.99908906,0.00011150233,0.00027377147,0.00011706968,0.00009409945,0.00031452166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007210838,0.00008333078,0.00017313527,0.00009814915,0.00009525267,0.000060101287,0.00016985748,0.000070787966,0.00043654637],"category_scores_gemma":[0.000059642007,0.00008810915,0.00003914514,0.00012288577,0.000011532819,0.0014831527,0.000028673714,0.00029595016,0.00006884671],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089449517,0.0015210637,0.07446795,0.0000319108,0.000035210618,0.0013546798,0.0029522278,0.000018392333,0.0013486271,0.000055449906,0.007957279,0.90936273],"study_design_scores_gemma":[0.0018458506,0.0003975575,0.9457631,0.00017011755,0.000051122115,0.008327684,0.0016103504,0.0000010939747,0.000534615,0.0000131133065,0.041128196,0.00015720683],"about_ca_topic_score_codex":0.0013279972,"about_ca_topic_score_gemma":0.00007182456,"teacher_disagreement_score":0.9092055,"about_ca_system_score_codex":0.00016351986,"about_ca_system_score_gemma":0.00002993033,"threshold_uncertainty_score":0.47798765},"labels":[],"label_agreement":null},{"id":"W2106896176","doi":"10.1017/s1041610210000414","title":"Geriatric psychiatry education in Canada: the pathway to subspecialty recognition","year":2010,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Royal Ottawa Mental Health Centre; Queen's University","funders":"","keywords":"Subspecialty; Geriatric psychiatry; Medicine; MEDLINE; Psychiatry; Medical education; Psychology; Political science","score_opus":0.016685080882765855,"score_gpt":0.3361879462245908,"score_spread":0.3195028653418249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106896176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8700805,0.0001302618,0.000029067742,0.007566519,0.05090306,0.00066146586,0.00010156782,0.00002332167,0.07050425],"genre_scores_gemma":[0.9884484,0.000026034448,0.00073458767,0.0038952583,0.0033050522,0.00030960934,0.00015951262,0.000026645586,0.0030949423],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983956,0.000067410205,0.00047347427,0.00039940316,0.00035847686,0.00030560946],"domain_scores_gemma":[0.9991202,0.0001003154,0.00018009353,0.00033371363,0.0001245972,0.00014109594],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003028574,0.00016841714,0.00012916447,0.0002838011,0.00012225106,0.00005705227,0.0004270534,0.00009225306,0.0031763539],"category_scores_gemma":[0.000041000818,0.00013843195,0.00005221356,0.00060694444,0.000014745655,0.00011768084,0.00003550138,0.00035838844,0.0005915872],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037831737,0.0009592325,0.2317817,0.000014643454,0.000046960038,0.000013837718,0.00039296804,0.0000042096626,0.00014358427,0.02281314,0.10704442,0.63640696],"study_design_scores_gemma":[0.0008890999,0.000044177355,0.8543592,0.000015206288,0.000010772604,0.00003602087,0.0005538724,0.000009007965,0.00004026132,0.004593858,0.13920483,0.0002437097],"about_ca_topic_score_codex":0.4592134,"about_ca_topic_score_gemma":0.89021254,"teacher_disagreement_score":0.6361633,"about_ca_system_score_codex":0.00042324964,"about_ca_system_score_gemma":0.0012884774,"threshold_uncertainty_score":0.9977349},"labels":[],"label_agreement":null},{"id":"W2107695277","doi":"10.1016/j.jpsychires.2013.03.005","title":"Factors affecting early attrition and later treatment course of antidepressant treatment of depression in naturalistic settings: An 18-month nationwide population-based study","year":2013,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Attrition; Depression (economics); Medicine; Psychiatry; Population; Odds ratio; Confounding; Specialty; Internal medicine; Dentistry","score_opus":0.11428777998146264,"score_gpt":0.47369491023457905,"score_spread":0.35940713025311644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107695277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99632084,0.0016605007,0.000004408464,0.00013620027,0.00028045478,0.0015025759,0.00001610121,0.000005751838,0.00007313607],"genre_scores_gemma":[0.9995094,0.00005300969,0.00020645226,0.0000035796938,0.00010262911,0.00003975466,0.000021365908,0.000018643545,0.000045153763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970712,0.0008832898,0.00089160615,0.0002665984,0.00056567846,0.0003216315],"domain_scores_gemma":[0.9978965,0.0007635215,0.00063610927,0.00023840718,0.0003126611,0.00015279057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077975274,0.00019168213,0.00049017044,0.0008923165,0.00016727218,0.000044849323,0.00013862913,0.00010449286,0.00016307486],"category_scores_gemma":[0.000041473853,0.000119979624,0.00010034995,0.0004957595,0.000037307058,0.0002704625,0.000014703918,0.00019111214,0.0000017835316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041729535,0.005276024,0.9816864,0.00006415876,0.00009497093,0.000014839107,0.0025489682,0.00004568113,0.0001288957,0.0000037345183,0.000034979785,0.009684063],"study_design_scores_gemma":[0.0052591413,0.0074453056,0.98271966,0.000102462305,0.00006670569,0.0000044494045,0.0037043274,0.00012573802,0.00038992325,0.00009627345,0.0000020748491,0.00008390967],"about_ca_topic_score_codex":0.008418689,"about_ca_topic_score_gemma":0.000497351,"teacher_disagreement_score":0.009600152,"about_ca_system_score_codex":0.00022711062,"about_ca_system_score_gemma":0.00005835974,"threshold_uncertainty_score":0.9981843},"labels":[],"label_agreement":null},{"id":"W2108028540","doi":"10.1093/heapro/dal049","title":"Promoting mental health as an essential aspect of health promotion","year":2006,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Health promotion; Charter; Psychological intervention; Promotion (chess); Health policy; Medicine; Public relations; Psychology; Health education; Environmental health; Nursing; Public health; Political science; Psychiatry","score_opus":0.05267824781645032,"score_gpt":0.44535197529468923,"score_spread":0.3926737274782389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108028540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90647256,0.00067258714,0.0015438843,0.075627536,0.0051475433,0.0038498305,0.00027409257,0.00029882227,0.0061131385],"genre_scores_gemma":[0.99215907,0.000063070045,0.00085972686,0.0008581565,0.00081060856,0.00023178513,0.0028950737,0.000052974963,0.0020695608],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99477935,0.0009955046,0.0018064408,0.0007532027,0.0008384253,0.0008270528],"domain_scores_gemma":[0.99733436,0.000030667645,0.0017960689,0.00034388507,0.00017161228,0.0003234336],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002014357,0.0003122479,0.00053694437,0.00038914406,0.0007404983,0.00005947484,0.00034499474,0.00011778582,0.0033484478],"category_scores_gemma":[0.000015249883,0.00031542158,0.00012210495,0.00031149673,0.000092477116,0.000490952,0.00006841566,0.00028886786,0.00021553229],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075175223,0.046279367,0.0772354,0.0026610226,0.00031251815,0.00002673641,0.030901793,0.00002126598,0.00045031216,0.2016029,0.03792193,0.601835],"study_design_scores_gemma":[0.030784132,0.05903583,0.8053757,0.005058624,0.00005433348,0.0013227199,0.0059763687,0.0063790884,0.004139144,0.04275305,0.036470737,0.002650266],"about_ca_topic_score_codex":0.010060343,"about_ca_topic_score_gemma":0.0007486862,"teacher_disagreement_score":0.7281403,"about_ca_system_score_codex":0.0011218585,"about_ca_system_score_gemma":0.00052315195,"threshold_uncertainty_score":0.9999298},"labels":[],"label_agreement":null},{"id":"W2108088243","doi":"10.1177/070674370505001003","title":"Unmet Need for the Treatment of Depression in Atlantic Canada","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Depression (economics); Psychiatry; Medicine; Economics","score_opus":0.02297972026666304,"score_gpt":0.31874004751786367,"score_spread":0.2957603272512006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108088243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95803136,0.009738332,0.0000073253746,0.02833172,0.0025236725,0.00042635083,0.000027492773,0.0000011028984,0.00091263023],"genre_scores_gemma":[0.99816084,0.00005132262,0.0002238091,0.0006009651,0.0004984851,0.000015915886,0.0000028246948,0.000010390826,0.00043546257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910516,0.00006693109,0.00037540606,0.00007356837,0.00010655167,0.0002723949],"domain_scores_gemma":[0.9991808,0.00015754467,0.0002473589,0.00020244955,0.000032706746,0.00017916287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020907767,0.0000977693,0.00017531148,0.00009413221,0.00022583392,0.000011942181,0.00026608608,0.00004310346,0.0002866743],"category_scores_gemma":[0.000004949245,0.00004935216,0.00008006005,0.0001220753,0.000042988337,0.000033239838,0.0000020629952,0.00009220918,0.000002945813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033189336,0.00019825184,0.916269,0.000020011861,0.00018644653,0.00001956753,0.0017950743,0.00018094126,0.00000210787,0.0040853056,0.038359154,0.038552247],"study_design_scores_gemma":[0.006283327,0.00093901175,0.8703945,0.00017233784,0.00026125598,0.00017125883,0.0036218213,0.0001255491,0.00007227434,0.0018888732,0.115869775,0.00020001539],"about_ca_topic_score_codex":0.9323206,"about_ca_topic_score_gemma":0.9993825,"teacher_disagreement_score":0.07751062,"about_ca_system_score_codex":0.00038719538,"about_ca_system_score_gemma":0.0014216938,"threshold_uncertainty_score":0.31388825},"labels":[],"label_agreement":null},{"id":"W2108369361","doi":"10.1177/070674370404900307","title":"Barriers to Access to Mental Health Services for Ethnic Seniors: The Toronto Study","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":158,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Focus group; Nursing; Mental health literacy; Service provider; Medicine; Participatory action research; Mental illness; Psychology; Service (business); Psychiatry; Sociology","score_opus":0.03417132912565095,"score_gpt":0.4011757463540246,"score_spread":0.3670044172283736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108369361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7723833,0.0032093222,0.000024487234,0.21328765,0.0075902645,0.002729679,0.00009818529,0.000008462154,0.0006686795],"genre_scores_gemma":[0.9629772,0.000007123518,0.00039623663,0.035362206,0.00088228326,0.00008534303,0.00000397388,0.000030333618,0.0002553196],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982289,0.00018480155,0.00052716257,0.00020290686,0.00023328155,0.0006229319],"domain_scores_gemma":[0.99745363,0.000035969384,0.00028214892,0.00040078093,0.00007111765,0.0017563357],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010334195,0.00018979846,0.00025827464,0.000112673195,0.0013879383,0.00015759877,0.001247809,0.000051747604,0.0007424141],"category_scores_gemma":[0.0000063513667,0.00011068971,0.00011958006,0.00025829687,0.000035732035,0.00021488307,0.00003165195,0.00019963723,0.000042722124],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021870127,0.0007537018,0.24807902,0.00020162425,0.0013665886,0.000045474226,0.42248833,0.00043129973,0.000004825462,0.015976429,0.26584837,0.04261732],"study_design_scores_gemma":[0.009279735,0.008953177,0.5471044,0.00053128623,0.00022914729,0.0002598474,0.36488226,0.0000022193299,0.00001514688,0.008657733,0.05945371,0.0006313008],"about_ca_topic_score_codex":0.29874825,"about_ca_topic_score_gemma":0.9818982,"teacher_disagreement_score":0.68314993,"about_ca_system_score_codex":0.00089664484,"about_ca_system_score_gemma":0.0017990211,"threshold_uncertainty_score":0.99991214},"labels":[],"label_agreement":null},{"id":"W2108377997","doi":"10.1177/070674370204700810","title":"Progress against Major Depression in Canada","year":2002,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Population health; Depression (economics); Medicine; Public health; Population; Mental health; Major depressive disorder; Distress; Environmental health; Psychiatry; Demography; Clinical psychology; Nursing","score_opus":0.020777108016164263,"score_gpt":0.2865109546591596,"score_spread":0.2657338466429953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108377997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9505852,0.014533322,3.69818e-7,0.017475858,0.0046535567,0.00018522642,0.00001196894,0.0000022416439,0.012552271],"genre_scores_gemma":[0.99732053,0.0000141513665,0.00012646332,0.0016409787,0.0003194832,0.000007364522,0.0000013402596,0.000013462512,0.00055624865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885476,0.000108992834,0.00037719856,0.000098740784,0.00016362172,0.0003967099],"domain_scores_gemma":[0.9991074,0.000026171743,0.00022401796,0.00019910277,0.00002967614,0.00041364075],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019367196,0.00010704372,0.0001523698,0.00014161228,0.0002484001,0.000027297172,0.00037453687,0.000050515202,0.0017870594],"category_scores_gemma":[0.0000044909666,0.000070867114,0.000044698794,0.00019562288,0.000049214963,0.00006656527,0.000005995687,0.00032224244,0.00004147362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022038193,0.000035600253,0.9133313,0.000010400991,0.000027834663,0.00023378129,0.00043097074,0.0000065470063,1.625003e-7,0.0006234742,0.058776855,0.026501084],"study_design_scores_gemma":[0.0020888015,0.0000977787,0.9832018,0.00025163233,0.00003314474,0.00028029745,0.0016950525,0.000047136404,0.000006458589,0.0010261718,0.011076721,0.00019500764],"about_ca_topic_score_codex":0.9577343,"about_ca_topic_score_gemma":0.99977833,"teacher_disagreement_score":0.06987055,"about_ca_system_score_codex":0.00054154976,"about_ca_system_score_gemma":0.0014112485,"threshold_uncertainty_score":0.9991254},"labels":[],"label_agreement":null},{"id":"W2108641018","doi":"10.1080/17523281.2014.901402","title":"Key performance indicators for mental health and substance use disorders: a literature review and discussion paper","year":2014,"lang":"en","type":"review","venue":"Mental Health and Substance Use","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"University of Limerick","keywords":"Performance indicator; Process management; Health informatics; Stakeholder; Systematic review; Grey literature; Mental health; Performance measurement; Computer science; Data science; Knowledge management; Management science; Psychology; Medicine; Public health; Engineering; MEDLINE; Business; Nursing; Psychiatry; Political science; Public relations","score_opus":0.04324474217334428,"score_gpt":0.38590536951466337,"score_spread":0.3426606273413191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108641018","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056526377,0.9803975,0.000006340666,0.0029455107,0.00076602696,0.008644646,0.0014874043,0.00006858244,0.000031342825],"genre_scores_gemma":[0.00024540027,0.98475695,0.00033296915,0.0078008706,0.000120562756,0.0011175083,0.0035393632,0.00012483059,0.001961555],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994794,0.0006018978,0.0015278137,0.0014320122,0.00033808136,0.001306211],"domain_scores_gemma":[0.99655086,0.00022275411,0.001152052,0.0006139985,0.00002637016,0.0014339893],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000768086,0.0010231029,0.002780558,0.00028887237,0.0013757676,0.00021002117,0.0002484051,0.00036888567,0.000052813295],"category_scores_gemma":[0.000016439746,0.0006605528,0.00021302863,0.0005584104,0.000240313,0.0009440363,0.000074466254,0.0006515128,0.000011577764],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023892573,0.00022315003,0.0035227234,0.13195086,0.0000753399,0.0000026502905,0.0055320607,1.4823337e-9,1.6405165e-8,0.0002536123,0.013204747,0.8449959],"study_design_scores_gemma":[0.0018293107,0.001001181,0.0006022754,0.08641981,0.00011002703,0.00008472505,0.00027314585,0.0000020534567,4.8639915e-8,0.000017413902,0.909055,0.00060500356],"about_ca_topic_score_codex":0.00011302393,"about_ca_topic_score_gemma":0.0009407561,"teacher_disagreement_score":0.89585024,"about_ca_system_score_codex":0.00041117874,"about_ca_system_score_gemma":0.00016844226,"threshold_uncertainty_score":0.9999243},"labels":[],"label_agreement":null},{"id":"W2109735096","doi":"10.1176/appi.ps.54.6.878","title":"Mental Health Services Received by Depressed Persons Who Visited General Practitioners and Family Doctors","year":2003,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Referral; Mental health; Medicine; Depression (economics); Family medicine; Population; Psychiatry; Socioeconomic status; Environmental health","score_opus":0.011001768512138743,"score_gpt":0.32439813080019775,"score_spread":0.313396362288059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109735096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9599349,0.021033548,0.00000792411,0.002349235,0.0016418316,0.0008995785,0.00022009466,0.00014709095,0.013765817],"genre_scores_gemma":[0.981181,0.001427795,0.0011801721,0.012938245,0.00022680673,0.00015129475,0.0006665896,0.00006369614,0.0021643632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744666,0.00037203202,0.0004886653,0.00073242537,0.00029742654,0.0006628126],"domain_scores_gemma":[0.9987667,0.00006415798,0.0004169175,0.00035341506,0.00003498332,0.00036378828],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025782027,0.00036820976,0.00037946564,0.0002194159,0.0007611263,0.0001330754,0.00025541332,0.00015558153,0.00061216316],"category_scores_gemma":[8.1971535e-7,0.0003370797,0.00007062177,0.00055817555,0.000038508555,0.0004118037,0.000033639295,0.00019416431,0.000117644646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012945347,0.0035173318,0.8126252,0.0028208073,0.0009620736,0.000021386675,0.04387396,0.00000742048,0.0011037716,0.003299696,0.11883341,0.011640392],"study_design_scores_gemma":[0.0166442,0.0016540528,0.6657963,0.00021479632,0.0003259601,0.00013155499,0.06208514,0.00040037525,0.00020502802,0.0010182402,0.24959348,0.0019309063],"about_ca_topic_score_codex":0.0069025923,"about_ca_topic_score_gemma":0.00043914173,"teacher_disagreement_score":0.14682896,"about_ca_system_score_codex":0.00009216906,"about_ca_system_score_gemma":0.000033067205,"threshold_uncertainty_score":0.99990815},"labels":[],"label_agreement":null},{"id":"W2110064386","doi":"10.1093/fampra/cmn057","title":"Patients' view on screening for depression in general practice","year":2008,"lang":"en","type":"article","venue":"Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Depression (economics); Medicine; Feeling; Psychiatry; Nothing; Qualitative research; Major depressive disorder; Clinical psychology; Psychology; Cognition","score_opus":0.11210288828908091,"score_gpt":0.43716462227514613,"score_spread":0.3250617339860652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110064386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75214595,0.0018208298,0.0012119419,0.0014767095,0.0016110251,0.0019715098,0.000026672804,0.000063183645,0.23967218],"genre_scores_gemma":[0.95427525,0.00036608675,0.019458015,0.019306084,0.0003371312,0.0006355211,0.00013314435,0.00005401288,0.0054347566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815404,0.0004179861,0.00035656913,0.0004211158,0.00025670655,0.0003935523],"domain_scores_gemma":[0.9972514,0.0019152097,0.0003171627,0.00030448593,0.00011373441,0.000097996606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045013733,0.00017590336,0.00019915751,0.000103784034,0.0003020491,0.000021397713,0.00015047322,0.000119065524,0.00016464113],"category_scores_gemma":[0.0005893171,0.00015664505,0.000051067673,0.0001985029,0.000023462795,0.0008781753,0.00003965443,0.0002591205,0.0007898289],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022919143,0.014310447,0.112389326,0.00018133257,0.0002928699,0.0006355957,0.0062005864,0.00012408663,0.00014345413,0.0046943394,0.20614669,0.6319621],"study_design_scores_gemma":[0.0059990645,0.00084725633,0.28504577,0.00010297748,0.000065920714,0.00004472832,0.0008932213,0.00007445499,0.000080991675,0.000018476157,0.7065584,0.00026874087],"about_ca_topic_score_codex":0.000781594,"about_ca_topic_score_gemma":0.000005807669,"teacher_disagreement_score":0.63169336,"about_ca_system_score_codex":0.00008267267,"about_ca_system_score_gemma":0.00002051911,"threshold_uncertainty_score":0.9999882},"labels":[],"label_agreement":null},{"id":"W2110081975","doi":"","title":"Collaboration between family physicians and psychologists: what do family physicians know about psychologists' work?","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montfort Hospital","funders":"","keywords":"Psychological intervention; Mental health; Medicine; Public health; Family medicine; Health care; MEDLINE; Perception; Nursing; Psychology; Medical education; Psychiatry","score_opus":0.056577862327636445,"score_gpt":0.34127008730046715,"score_spread":0.2846922249728307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110081975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9526163,0.018092405,0.00009549342,0.0020952916,0.0027030131,0.0023313295,0.00008829943,0.0002741796,0.02170371],"genre_scores_gemma":[0.9820259,0.005965816,0.00013822404,0.0036111441,0.00093318085,0.0032746333,0.0001475512,0.00006782741,0.0038356786],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966363,0.00028714456,0.0006042745,0.0010256643,0.00035606543,0.0010905911],"domain_scores_gemma":[0.99838156,0.00016760509,0.00037772334,0.0007425827,0.00010605619,0.00022448979],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033634418,0.00045829287,0.0006004362,0.0001902236,0.0005403999,0.00025517624,0.00041113977,0.00032836638,0.00004074139],"category_scores_gemma":[0.000016694907,0.00043803302,0.000117527845,0.00099535,0.0004897679,0.0008855775,0.00006416286,0.0003601126,0.0002756568],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030146405,0.0006072837,0.06488109,0.000023183817,0.00014318676,0.000091357084,0.0018278451,9.626619e-7,0.000024781551,0.00021167131,0.02707002,0.90481716],"study_design_scores_gemma":[0.0022898577,0.00017864164,0.97114223,0.00009007051,0.00006450747,0.000009293124,0.0033022978,6.0393e-7,0.00004538963,0.0003331721,0.022114884,0.00042907364],"about_ca_topic_score_codex":0.00012903249,"about_ca_topic_score_gemma":0.000026720454,"teacher_disagreement_score":0.90626115,"about_ca_system_score_codex":0.00015708688,"about_ca_system_score_gemma":0.00001628334,"threshold_uncertainty_score":0.9998071},"labels":[],"label_agreement":null},{"id":"W2111031424","doi":"10.2174/1745017901107010120","title":"Antidepressant Prescribing and Suicides in Emilia-Romagna Region (Italy) from 1999 to 2008: An Ecological Study","year":2011,"lang":"en","type":"article","venue":"Clinical Practice and Epidemiology in Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Antidepressant; Suicide rates; Ordinary least squares; Psychiatry; Medicine; Ecological study; Demography; Suicide prevention; Poison control; Environmental health; Population; Sociology","score_opus":0.38238704175770394,"score_gpt":0.5472647601222572,"score_spread":0.16487771836455328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111031424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98541033,0.004056937,0.000010611831,0.0062444303,0.0008337288,0.0020730954,0.000017953178,0.00003948911,0.0013134399],"genre_scores_gemma":[0.97876924,0.0028368,0.0025947627,0.015406768,0.00011681092,0.00016176366,0.00004657919,0.000020102429,0.000047155936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9885973,0.006977155,0.00217339,0.0012789431,0.00010837559,0.0008648491],"domain_scores_gemma":[0.99114573,0.007177626,0.00055668555,0.0004505514,0.000020846554,0.0006485792],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008988389,0.00029786435,0.0011565178,0.00017060406,0.00025559572,0.000012242482,0.0002352048,0.00035796838,0.00013982978],"category_scores_gemma":[0.0022077463,0.00024604797,0.000051514544,0.00019269416,0.00027057386,0.00050360436,0.00024712613,0.00087816565,0.000053192773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002246699,0.0067584026,0.94636047,0.000018278408,0.00004465114,0.00028800278,0.005574843,3.660088e-7,7.064029e-7,0.0005288436,0.0016948687,0.03648389],"study_design_scores_gemma":[0.002967554,0.0069224727,0.97384465,0.000082171864,0.000031750857,0.000055389763,0.01284576,0.0000496738,5.5344924e-7,0.0024604609,0.000535071,0.00020447526],"about_ca_topic_score_codex":0.045361154,"about_ca_topic_score_gemma":0.008912801,"teacher_disagreement_score":0.036448356,"about_ca_system_score_codex":0.00011730056,"about_ca_system_score_gemma":0.00003985399,"threshold_uncertainty_score":0.99999917},"labels":[],"label_agreement":null},{"id":"W2111359269","doi":"10.1007/s11606-006-0085-0","title":"Recognition of Depression in Older Medical Inpatients","year":2007,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; St Mary's Hospital","funders":"","keywords":"Medicine; Depression (economics); Comorbidity; Odds ratio; Logistic regression; Confidence interval; Referral; Cohort; Psychiatry; Internal medicine","score_opus":0.04951050403330625,"score_gpt":0.4338604522184892,"score_spread":0.3843499481851829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111359269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843384,0.0010504236,0.00061133155,0.0004964597,0.0026556356,0.0000998366,0.000001238003,0.0000025218762,0.010744165],"genre_scores_gemma":[0.9972584,0.00009233427,0.00021384943,0.00062089,0.0009839965,0.000001557913,0.0000049900327,0.000008350039,0.00081559736],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99800014,0.000087138964,0.0010556027,0.00009706362,0.00056917855,0.00019086509],"domain_scores_gemma":[0.99888396,0.00013005118,0.00058867777,0.00007696457,0.000119634984,0.00020073034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012164881,0.00009423276,0.0003062842,0.00036333487,0.000017299979,0.0000017417783,0.0001833726,0.000106413216,0.0037875534],"category_scores_gemma":[0.00011402052,0.000059839913,0.000052899788,0.00014106711,0.00006592255,0.000087477034,0.000025484509,0.00031283693,0.000012791535],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022640373,0.00084351265,0.42569944,0.0000510513,0.0000707191,0.0009668829,0.0017809686,5.256728e-7,0.0016112592,0.00003453391,0.008750519,0.55792654],"study_design_scores_gemma":[0.00939435,0.0019415666,0.97599524,0.0029809093,0.00004026771,0.00063709856,0.00055156526,0.000028582626,0.007327256,0.0004230773,0.00058808824,0.000091984984],"about_ca_topic_score_codex":0.000778531,"about_ca_topic_score_gemma":0.00010186538,"teacher_disagreement_score":0.55783457,"about_ca_system_score_codex":0.00007094081,"about_ca_system_score_gemma":0.000013641267,"threshold_uncertainty_score":0.9971231},"labels":[],"label_agreement":null},{"id":"W2111461461","doi":"10.1177/070674370605100401","title":"Understanding Immigrants' Reluctance to Use Mental Health Services: A Qualitative Study from Montreal","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":202,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychological intervention; Immigration; Qualitative research; Medicine; Psychology; Distress; Empirical research; Psychiatry; Clinical psychology; Sociology","score_opus":0.07048993437157147,"score_gpt":0.3715586184999268,"score_spread":0.3010686841283553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111461461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97313416,0.0018449246,0.000070156384,0.019725993,0.0033201887,0.00072382047,0.00031350457,0.000009620894,0.0008576462],"genre_scores_gemma":[0.9958461,0.0000053212943,0.00060391764,0.0026112727,0.0004455852,0.000009508222,0.00002070537,0.000026240996,0.00043134094],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978258,0.0005195188,0.00066450867,0.00021457473,0.0002695976,0.0005059749],"domain_scores_gemma":[0.99851596,0.00010298367,0.00048349384,0.00028581527,0.00004368137,0.0005680514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006275967,0.00019328,0.00031507082,0.00022351468,0.0008555842,0.00012595687,0.00040359973,0.00005315988,0.0002808848],"category_scores_gemma":[0.0000022790762,0.00013970604,0.00009450913,0.0003027802,0.000057720394,0.00019531908,0.000010953822,0.00027018026,0.000058944996],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087150396,0.0006641787,0.37569842,0.000032829033,0.0004956624,0.00011780035,0.5330352,0.000018269942,0.0000019971558,0.018249147,0.070133165,0.0006817873],"study_design_scores_gemma":[0.002970884,0.0010543588,0.5107512,0.0003064013,0.00006598148,0.000045622826,0.4536025,0.0000036280671,7.2502496e-7,0.030289553,0.00069429923,0.00021483761],"about_ca_topic_score_codex":0.88707846,"about_ca_topic_score_gemma":0.9917133,"teacher_disagreement_score":0.1350528,"about_ca_system_score_codex":0.0008302689,"about_ca_system_score_gemma":0.0005076408,"threshold_uncertainty_score":0.6580548},"labels":[],"label_agreement":null},{"id":"W2111854568","doi":"10.1186/s12909-015-0363-9","title":"Beyond silence: protocol for a randomized parallel-group trial comparing two approaches to workplace mental health education for healthcare employees","year":2015,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Calgary; University of Toronto; McMaster University","funders":"Hamilton Health Sciences","keywords":"Silence; Randomized controlled trial; Mental health; Protocol (science); Health care; Mental healthcare; Medical education; Psychology; Medicine; Applied psychology; Nursing; Alternative medicine; Psychiatry; Political science; Surgery","score_opus":0.26401569789381585,"score_gpt":0.5055465237246097,"score_spread":0.24153082583079388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111854568","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056501437,0.0006761701,0.02350983,0.041300844,0.009983959,0.86503285,0.000029818206,0.00017980926,0.0027852799],"genre_scores_gemma":[0.0694818,0.000002364479,0.02663426,0.003472671,0.0023214913,0.8955219,0.00086244335,0.000041224717,0.0016618408],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9965676,0.0007507964,0.0009782707,0.00060673046,0.00052698475,0.0005695946],"domain_scores_gemma":[0.99730045,0.00067242305,0.0004366276,0.00031812422,0.000112026384,0.0011603745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030504016,0.00026444113,0.0007159584,0.00016391579,0.00034771673,0.000063429194,0.00029884686,0.00016129522,0.00016643664],"category_scores_gemma":[0.00070671516,0.0002189114,0.00015965302,0.00021651232,0.00008207134,0.00014308249,0.00003926124,0.00015471765,0.000038817187],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.591094,0.007206885,0.0018605266,0.001319679,0.000051701467,6.5740316e-8,0.0107729025,0.000004310646,1.6328866e-7,0.042673625,0.19780734,0.1472088],"study_design_scores_gemma":[0.937318,0.0031001107,0.00030235032,0.0009278865,0.00004980833,0.000009321623,0.013644292,0.000993795,0.000005683432,0.012318304,0.030876528,0.0004538761],"about_ca_topic_score_codex":0.0012446576,"about_ca_topic_score_gemma":0.0009398323,"teacher_disagreement_score":0.34622404,"about_ca_system_score_codex":0.000543065,"about_ca_system_score_gemma":0.00488988,"threshold_uncertainty_score":0.8926948},"labels":[],"label_agreement":null},{"id":"W2112527021","doi":"10.1176/appi.ps.51.2.199","title":"Knowledge of Mental Health Benefits and Preferences for Type of Mental Health Providers Among the General Public","year":2000,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); Sample (material); Public health; Payment; Health care; Medicine; Family medicine; Help-seeking; Psychiatry; Psychology; Nursing; Gerontology; Business","score_opus":0.06297510950495477,"score_gpt":0.38641364933129324,"score_spread":0.32343853982633847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112527021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9444309,0.04464884,5.078924e-7,0.005829634,0.0008762002,0.0018142182,0.0002030216,0.00002611026,0.002170582],"genre_scores_gemma":[0.9953808,0.002491276,0.0003499298,0.00076519424,0.00015102065,0.0001010816,0.00018437758,0.000020724952,0.0005555976],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99829555,0.00016405065,0.00059216114,0.00035345805,0.00015475469,0.0004400053],"domain_scores_gemma":[0.9990264,0.000063139196,0.00044702902,0.00025433648,0.000046743367,0.00016231835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003737066,0.00019795797,0.0003576298,0.0001262045,0.00041418374,0.000028896815,0.0003185277,0.000066964836,0.00046382484],"category_scores_gemma":[9.2410096e-7,0.00013644919,0.00006867408,0.000410661,0.00008916817,0.00018132242,0.000036422203,0.000081264916,0.000011521649],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078454474,0.0016161939,0.44904178,0.0020513826,0.00026694156,6.5021716e-8,0.026417878,0.0000021318879,0.0000039112915,0.0029196471,0.010080979,0.50681454],"study_design_scores_gemma":[0.0069957078,0.0051069995,0.9504633,0.0002116424,0.000073865405,0.000012834901,0.012756247,0.0004193891,0.000041685762,0.0009226688,0.022534521,0.00046116914],"about_ca_topic_score_codex":0.005234896,"about_ca_topic_score_gemma":0.0044532763,"teacher_disagreement_score":0.5063534,"about_ca_system_score_codex":0.000045322242,"about_ca_system_score_gemma":0.000106784006,"threshold_uncertainty_score":0.7913632},"labels":[],"label_agreement":null},{"id":"W2112539435","doi":"10.1177/070674370505001308","title":"Small Signal, Big Noise: Performance of the CIDI Depression Module","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"CIDI; Noise (video); Depression (economics); Psychology; SIGNAL (programming language); Psychiatry; Computer science; Mental health; Artificial intelligence","score_opus":0.031933570417666424,"score_gpt":0.2861215742673616,"score_spread":0.2541880038496952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112539435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755845,0.0045074816,0.000006313517,0.010860616,0.003280603,0.00016900236,0.000010538214,0.0000028559762,0.005578062],"genre_scores_gemma":[0.9961953,0.00002255653,0.00030528635,0.0010861761,0.00096631673,0.0000038905036,7.542549e-7,0.00001485803,0.0014048256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891096,0.00011745102,0.00041148922,0.00009428227,0.00016036833,0.00030545593],"domain_scores_gemma":[0.998909,0.000029321312,0.00041705457,0.00032752083,0.0000619087,0.0002552058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036711193,0.00011502957,0.00015793952,0.00010321716,0.0004600327,0.0000202342,0.00063019415,0.000078242505,0.00077754434],"category_scores_gemma":[0.0000042603365,0.000061257255,0.00012200412,0.00018302399,0.0001098474,0.00006637387,0.000014995903,0.00032764892,0.000044138607],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017410381,0.00012809814,0.8974111,0.00004802495,0.00010552881,0.0000055350656,0.001107036,0.0002650772,0.00006087311,0.0018189539,0.020578222,0.078297436],"study_design_scores_gemma":[0.0018239183,0.00036852752,0.9802339,0.0004008189,0.00013226466,0.00028495202,0.0004475101,0.0001187897,0.0011236271,0.0014179234,0.013455824,0.00019191053],"about_ca_topic_score_codex":0.006751115,"about_ca_topic_score_gemma":0.17774397,"teacher_disagreement_score":0.17099285,"about_ca_system_score_codex":0.00009497923,"about_ca_system_score_gemma":0.0005927692,"threshold_uncertainty_score":0.999863},"labels":[],"label_agreement":null},{"id":"W2112620255","doi":"10.11124/jbisrir-2014-1690","title":"The meanings young people assign to living with mental illness and their experiences in managing their health and lives: a systematic review protocol","year":2014,"lang":"en","type":"review","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental illness; Mental health; Psychology; Psychiatry; Middle Eastern Mental Health Issues & Syndromes; Mental health law; Qualitative research; Sociology","score_opus":0.06770169351239808,"score_gpt":0.4453659180315208,"score_spread":0.37766422451912274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112620255","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000972282,0.71408826,0.00006982316,0.00007690789,0.000097100776,0.28548136,0.00002570629,0.000010594043,0.000053016895],"genre_scores_gemma":[0.00042573173,0.64037156,0.00004151288,0.00015870335,0.000017956063,0.35885397,0.00006114521,0.000029494326,0.000039960025],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98944134,0.0042980993,0.0047703427,0.0006861456,0.00036752378,0.0004365307],"domain_scores_gemma":[0.9909535,0.0013686192,0.0062720724,0.0011566416,0.000051329524,0.00019780842],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012982285,0.00065741444,0.0047532865,0.00015327387,0.0006830731,0.00018991747,0.00031765964,0.000041489435,0.000051233787],"category_scores_gemma":[0.00023095282,0.00025148998,0.00014760891,0.0004280254,0.0000986771,0.0002360495,0.00024906124,0.0001632912,0.0000032996109],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039551624,0.000028425113,0.000056590212,0.9368758,0.00012684276,0.0000041764206,0.033986237,3.1286387e-9,3.994048e-8,0.000081956154,0.0002812853,0.028554687],"study_design_scores_gemma":[0.0001745971,0.0002222562,0.000012427472,0.902339,0.00047948677,0.0012622834,0.08624781,0.0000040906793,1.7602181e-7,0.000006843194,0.008977255,0.00027378363],"about_ca_topic_score_codex":0.0005590132,"about_ca_topic_score_gemma":0.00078990014,"teacher_disagreement_score":0.07371671,"about_ca_system_score_codex":0.000102428356,"about_ca_system_score_gemma":0.000074006624,"threshold_uncertainty_score":0.99999374},"labels":[],"label_agreement":null},{"id":"W2112746818","doi":"10.1136/jech-2013-203120","title":"Exploring the social determinants of mental health service use using intersectionality theory and CART analysis","year":2013,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University; Centre for Addiction and Mental Health; Women's College Hospital; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Cart; Marital status; Mental health; Logistic regression; Population; Mood; Anxiety; Intersectionality; Psychiatry; Clinical psychology; Gerontology; Environmental health","score_opus":0.4827710045723907,"score_gpt":0.527191568439655,"score_spread":0.044420563867264284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112746818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897844,0.0009938409,0.00031854335,0.007912954,0.0005695742,0.00033879402,0.00003206378,0.000007063974,0.000042732627],"genre_scores_gemma":[0.9921677,0.00044426255,0.000623977,0.0066074524,0.000106684995,0.000012375239,0.000012486052,0.000011133761,0.000013906696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9809394,0.016643984,0.001663466,0.00014961069,0.00012684641,0.00047667543],"domain_scores_gemma":[0.9916146,0.005291745,0.002267071,0.00040693002,0.00017543553,0.00024423862],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015845023,0.00017348502,0.0011374301,0.00026602208,0.0015017936,0.000011903281,0.0003522172,0.000077496676,0.00015184707],"category_scores_gemma":[0.00035931024,0.00011825986,0.00021596042,0.00041029506,0.00025607372,0.00041683982,0.00015900143,0.0009476111,0.0000030505719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003939152,0.00048785855,0.9368295,0.00020316173,0.00089122314,0.0000010840032,0.026560843,0.000017536777,0.000010074178,0.0016589572,0.0007906897,0.032155138],"study_design_scores_gemma":[0.00056289876,0.00045689978,0.97706324,0.00010980884,0.000096426906,0.00007704537,0.019526549,0.00010813892,0.0000032268222,0.0017929917,0.00013757432,0.00006518525],"about_ca_topic_score_codex":0.11254582,"about_ca_topic_score_gemma":0.0118317725,"teacher_disagreement_score":0.10071404,"about_ca_system_score_codex":0.0004082211,"about_ca_system_score_gemma":0.00015055838,"threshold_uncertainty_score":0.9997981},"labels":[],"label_agreement":null},{"id":"W2112874416","doi":"","title":"Prevalence of psychiatric disorders in Iran: A systematic review","year":2007,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"CINAHL; Prevalence; Medicine; MEDLINE; Psychiatry; Population; Meta-analysis; Systematic review; Environmental health; Psychological intervention; Pathology","score_opus":0.3945350984281978,"score_gpt":0.6477645692342603,"score_spread":0.2532294708060625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112874416","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020672413,0.97664547,0.000013860262,0.000028891762,0.0014969268,0.01065641,0.00014552426,0.0000265445,0.010779662],"genre_scores_gemma":[0.00057402876,0.9964356,0.0000570743,0.0001760829,0.00011793058,0.00120047,0.000040156807,0.00013298512,0.001265678],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9892667,0.0021217456,0.005725113,0.0009926031,0.0010642547,0.0008296039],"domain_scores_gemma":[0.98981017,0.0013086678,0.0068804566,0.001527175,0.00013502408,0.0003384814],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0048459377,0.0010024926,0.007448137,0.0026427119,0.00015854891,0.00022903537,0.005973116,0.00046561702,0.016712846],"category_scores_gemma":[0.00026788964,0.0007612209,0.001185462,0.0038408295,0.00015630222,0.00097406,0.0006896232,0.0010201251,0.00015420675],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044090815,0.00078278425,0.011458351,0.77696013,0.000412806,0.00002965988,0.00005836335,1.6391158e-7,2.0517197e-7,0.00005841322,0.0045951833,0.20559983],"study_design_scores_gemma":[0.0007080528,0.000038679722,0.0108085545,0.93811005,0.004512927,0.000059277787,0.00003093732,4.2738745e-7,9.2797e-7,0.00045784874,0.044444017,0.00082827295],"about_ca_topic_score_codex":0.00091617636,"about_ca_topic_score_gemma":0.000115200324,"teacher_disagreement_score":0.20477155,"about_ca_system_score_codex":0.0003043968,"about_ca_system_score_gemma":0.0001866297,"threshold_uncertainty_score":0.9994839},"labels":[],"label_agreement":null},{"id":"W2113000035","doi":"10.1093/schbul/sbn180","title":"\"Excessive Thinking\" as Explanatory Model for Schizophrenia: Impacts on Stigma and \"Moral\" Status in Mainland China","year":2009,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; School of Medicine, New York University; York University","keywords":"Psychology; Psychoeducation; Stigma (botany); Explanatory model; Mainland China; Schizophrenia (object-oriented programming); Prodrome; Social stigma; Developmental psychology; Social psychology; Clinical psychology; China; Psychosis; Psychiatry; Psychological intervention; Medicine","score_opus":0.021665855020140613,"score_gpt":0.3192276582234472,"score_spread":0.29756180320330655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113000035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840255,0.0020232713,0.000078989164,0.0047656903,0.00040132177,0.0014770973,0.00015298028,0.00012268258,0.006952483],"genre_scores_gemma":[0.9930607,0.00015548398,0.0026032955,0.0020631216,0.00022293182,0.00021307661,0.00012300756,0.000054264077,0.0015041074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99707204,0.00015749143,0.000541065,0.00083573273,0.0003321724,0.0010614805],"domain_scores_gemma":[0.9986344,0.00019544113,0.00024251683,0.00046035394,0.00003575528,0.00043152698],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004288741,0.0004947807,0.00054326456,0.00036068805,0.0004277774,0.00011375549,0.0003031817,0.00028632887,0.00055934314],"category_scores_gemma":[0.000069387956,0.00043162305,0.00010248989,0.00019587716,0.00008586987,0.00011471775,0.000054804117,0.0004810553,0.00031459576],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11515313,0.0043328637,0.02124411,0.0005102844,0.00037406434,0.0011315128,0.016027825,0.0006897091,0.00029292825,0.3966733,0.08729313,0.35627717],"study_design_scores_gemma":[0.063361645,0.0054208036,0.6313735,0.001113008,0.00017321392,0.00012615653,0.0009826048,0.0022735763,0.000481905,0.28658584,0.0058372486,0.002270465],"about_ca_topic_score_codex":0.00039757675,"about_ca_topic_score_gemma":0.00013691602,"teacher_disagreement_score":0.6101294,"about_ca_system_score_codex":0.00015498056,"about_ca_system_score_gemma":0.00009531494,"threshold_uncertainty_score":0.99981356},"labels":[],"label_agreement":null},{"id":"W2113921657","doi":"10.1192/bjp.177.4.312","title":"Assessing effectiveness of treatment of depression in primary care","year":2000,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":195,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Depression (economics); Preference; Medicine; Randomized controlled trial; Medical prescription; Primary care; Physical therapy; Psychiatry; Internal medicine; Family medicine","score_opus":0.016941076508151402,"score_gpt":0.3503101791450168,"score_spread":0.33336910263686537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113921657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533622,0.034790058,0.000006609622,0.000031765798,0.00076601165,0.00025565168,0.000009989806,0.0000034030074,0.0107742995],"genre_scores_gemma":[0.9987799,0.0006514509,0.00031011796,0.0000223514,0.00013034871,0.000008460665,0.0000069,0.000013409704,0.00007706422],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99852246,0.00047968864,0.0005585546,0.00011410313,0.0001594304,0.00016573761],"domain_scores_gemma":[0.99923295,0.00014381434,0.00037215764,0.00015553916,0.000049310533,0.000046249286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036434957,0.00010195322,0.00037442366,0.00006655763,0.000122039244,0.000030388344,0.00018167446,0.00007042695,0.0002925283],"category_scores_gemma":[0.0000021107396,0.00007708136,0.0001418947,0.0001503914,0.000060933475,0.00015860521,0.000008615777,0.00012821476,0.0000037431914],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010126604,0.0011949262,0.39216664,0.0003687119,0.00008916696,0.00006788703,0.0007267977,0.00003891843,0.00017245697,0.000026989639,0.00006308225,0.6040718],"study_design_scores_gemma":[0.0040529273,0.0007201242,0.9899551,0.002577444,0.00007165516,0.00057129585,0.0010594871,9.0703196e-7,0.00046279075,0.00040586272,0.000055790548,0.0000665833],"about_ca_topic_score_codex":0.0009567401,"about_ca_topic_score_gemma":0.000113689304,"teacher_disagreement_score":0.6040052,"about_ca_system_score_codex":0.00014918802,"about_ca_system_score_gemma":0.000095885174,"threshold_uncertainty_score":0.32029796},"labels":[],"label_agreement":null},{"id":"W2113975316","doi":"10.1007/s10597-014-9763-2","title":"Healthy Young Minds: The Effects of a 1-hour Classroom Workshop on Mental Illness Stigma in High School Students","year":2014,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Stigma (botany); Mental illness; Psychology; Mental health; Psychiatry; Clinical psychology; Developmental psychology","score_opus":0.036927323782356865,"score_gpt":0.40669448895660937,"score_spread":0.3697671651742525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113975316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843966,0.0020592904,0.000022264148,0.0046639615,0.005893541,0.001955149,0.0000298845,0.00003107988,0.0009482305],"genre_scores_gemma":[0.9931205,0.0010639664,0.00006988238,0.0047704345,0.00029964736,0.0001265898,0.00006505401,0.000049968196,0.00043395205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9903298,0.006245198,0.0012394071,0.0002737248,0.000871783,0.0010400935],"domain_scores_gemma":[0.99630105,0.0012334953,0.000871223,0.00085265207,0.000049812934,0.0006917721],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00400325,0.00040457194,0.000711919,0.0003493606,0.003104543,0.000100822755,0.0014638182,0.00017538106,0.00031792992],"category_scores_gemma":[0.00010215656,0.00029946477,0.00014581718,0.0004540289,0.00018895508,0.00021442605,0.0003379381,0.002851158,0.000119118034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007208098,0.016661175,0.48452285,0.001575034,0.00035884103,0.000060018865,0.067208104,0.000008894111,0.000062784835,0.0012621776,0.033891693,0.38718036],"study_design_scores_gemma":[0.02057905,0.0069823917,0.930441,0.0036819442,0.00003586206,0.00029899157,0.033666655,0.00003409122,0.00015109406,0.00070614275,0.0029266346,0.0004961002],"about_ca_topic_score_codex":0.0043291547,"about_ca_topic_score_gemma":0.0023931065,"teacher_disagreement_score":0.4459182,"about_ca_system_score_codex":0.0015773738,"about_ca_system_score_gemma":0.00014348097,"threshold_uncertainty_score":0.99994576},"labels":[],"label_agreement":null},{"id":"W2114386505","doi":"10.1345/aph.1a331","title":"Increased Use of Antidepressants in Canada: 1981–2000","year":2002,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medical prescription; Medicine; Population; Fluoxetine; Psychiatry; Internal medicine; Pharmacology; Environmental health; Serotonin","score_opus":0.20576767531614631,"score_gpt":0.4250328322899718,"score_spread":0.21926515697382548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114386505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924842,0.0036603753,7.3164864e-7,0.00047747954,0.00020560637,0.00028229112,0.00010832009,0.000007925698,0.0027730581],"genre_scores_gemma":[0.9947056,0.0017386028,0.000022296548,0.0027829735,0.000032664353,0.000020183126,0.00000644614,0.000016272425,0.00067494257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998811,0.00013596052,0.00040714542,0.00017487074,0.00017707305,0.00029394904],"domain_scores_gemma":[0.99936247,0.00013030061,0.00018577259,0.0001908232,0.00003938668,0.00009122877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010817355,0.000122801,0.00027704437,0.00011443062,0.000023204268,0.0000036143917,0.00015703529,0.000035050733,0.0077196304],"category_scores_gemma":[0.0000035457958,0.000112929665,0.00004767941,0.00021018377,0.000032804594,0.00012516468,0.000008838861,0.0000771876,0.00001660476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009675514,0.001841045,0.6951946,0.00010180165,0.0003041689,0.00014327206,0.0015237343,0.000024501018,0.02925651,0.00021731642,0.094842024,0.1755835],"study_design_scores_gemma":[0.0067223846,0.00023655168,0.5315122,0.00013268134,0.000021646014,0.000005814936,0.00013163808,0.00046838773,0.4298377,0.00006316273,0.030534087,0.00033375795],"about_ca_topic_score_codex":0.900594,"about_ca_topic_score_gemma":0.21179096,"teacher_disagreement_score":0.688803,"about_ca_system_score_codex":0.000036914604,"about_ca_system_score_gemma":0.00006181034,"threshold_uncertainty_score":0.9931874},"labels":[],"label_agreement":null},{"id":"W2114527427","doi":"10.1100/2012/516358","title":"Strategies to Fight Stigma toward People with Mental Disorders: Perspectives from Different Stakeholders","year":2012,"lang":"en","type":"article","venue":"The Scientific World JOURNAL","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Quebec Rehabilitation Research Network; Centre for Disability Prevention and Rehabilitation; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Stigma (botany); Mental health; Prejudice (legal term); Experiential knowledge; Psychology; Mental illness; Inclusion (mineral); Experiential learning; Psychiatry; Social psychology; Pedagogy","score_opus":0.06794391695880524,"score_gpt":0.3402697202563116,"score_spread":0.27232580329750633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114527427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760003,0.0023927453,0.00023291602,0.0068868524,0.005010996,0.00056826766,0.0000613947,0.000038748036,0.008807789],"genre_scores_gemma":[0.9860008,0.000019226707,0.0001576743,0.00013236489,0.0005741231,0.000045915498,0.000023844037,0.000022214661,0.01302384],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978984,0.0002150536,0.00026753513,0.00033288734,0.0005392702,0.00074686337],"domain_scores_gemma":[0.99898046,0.000097657205,0.00015657414,0.00036772498,0.000040693885,0.00035686514],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047620665,0.00023991577,0.00021654973,0.0002243259,0.001506859,0.0007574451,0.0004920907,0.000027367236,0.008220264],"category_scores_gemma":[0.000003582312,0.00012700669,0.00009107343,0.00047222938,0.00021874708,0.00052728434,0.00007858804,0.00032965228,0.00037542928],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014526478,0.0034266692,0.11790055,0.000028994269,0.0007988999,0.00002077483,0.5847327,0.000034632274,0.0010663351,0.012914661,0.22600709,0.05161603],"study_design_scores_gemma":[0.0024138696,0.00032583132,0.5726704,0.00013519677,0.00015342525,0.000058726902,0.37002057,0.000010896191,0.00044755018,0.0023780789,0.050871253,0.0005141992],"about_ca_topic_score_codex":0.00030162357,"about_ca_topic_score_gemma":0.0032748883,"teacher_disagreement_score":0.45476985,"about_ca_system_score_codex":0.00017317508,"about_ca_system_score_gemma":0.00003707563,"threshold_uncertainty_score":0.99979305},"labels":[],"label_agreement":null},{"id":"W2114596534","doi":"10.1176/ps.2007.58.6.816","title":"WHO's Assessment Instrument for Mental Health Systems: Collecting Essential Information for Policy and Service Delivery","year":2007,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Center for Mental Health Services; National Institute of Mental Health; Health Canada; National Institutes of Health","keywords":"Mental health; Service delivery framework; Mental health service; Delivery system; Service (business); Business; Psychology; Process management; Medicine; Psychiatry; Marketing; Biomedical engineering","score_opus":0.02044390289751993,"score_gpt":0.3859050778444441,"score_spread":0.3654611749469242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114596534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654612,0.0024744843,0.0038549998,0.011494776,0.0048109195,0.007018693,0.00043853952,0.00014306347,0.0043033217],"genre_scores_gemma":[0.9848792,0.00015075502,0.00562219,0.0065539633,0.0012049126,0.0006402431,0.00065269414,0.000034012628,0.00026205552],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997972,0.000055345354,0.00076479313,0.0003200323,0.00023093814,0.0006568769],"domain_scores_gemma":[0.99870986,0.0001897277,0.0005667556,0.00019451605,0.00012684535,0.00021232737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008149188,0.00024427986,0.00031731164,0.00041902918,0.00093985803,0.00016264184,0.00019049698,0.000116141106,0.00002009728],"category_scores_gemma":[0.0000023491664,0.00023159309,0.00006696514,0.0005592485,0.000013394387,0.00050596154,0.0000534558,0.0000833914,0.000011569652],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010815915,0.003976786,0.17171805,0.05399245,0.002213545,0.0000033675683,0.066550344,0.00009955048,0.00009768362,0.19664119,0.03756689,0.45632422],"study_design_scores_gemma":[0.07610974,0.009175529,0.26433882,0.0009090419,0.0006979118,0.00022622851,0.16501625,0.031254113,0.00018882798,0.004108548,0.4446584,0.00331659],"about_ca_topic_score_codex":0.0098124575,"about_ca_topic_score_gemma":0.0015378455,"teacher_disagreement_score":0.45300764,"about_ca_system_score_codex":0.00038280315,"about_ca_system_score_gemma":0.00014244072,"threshold_uncertainty_score":0.9967813},"labels":[],"label_agreement":null},{"id":"W2115164340","doi":"10.3109/09540261.2010.500876","title":"Current challenges and future perspectives of the role of governments in the psychiatric/mental health systems of Latin America","year":2010,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Declaration; Latin Americans; Quarter (Canadian coin); Political science; Economic growth; Psychiatry; Psychology; Public relations; Medicine; Geography; Law","score_opus":0.016777082255939272,"score_gpt":0.36973933328830805,"score_spread":0.3529622510323688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115164340","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3291453,0.64853084,6.11826e-7,0.012242312,0.0038435813,0.0007357601,0.00016462273,0.0000020520204,0.0053348835],"genre_scores_gemma":[0.85509044,0.14434674,0.00014202936,0.00012842828,0.00022727439,0.000035658828,0.000009634109,0.000006247297,0.000013567503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849135,0.000177845,0.00064407306,0.0001654838,0.00042098336,0.000100241785],"domain_scores_gemma":[0.9986236,0.000051267292,0.0009798605,0.00026593587,0.000054616172,0.000024690922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035215655,0.000107882064,0.00030939857,0.000053186235,0.000028483119,0.0000022073878,0.00040375133,0.0000338907,0.00009963275],"category_scores_gemma":[0.000010420443,0.00006260407,0.000109101464,0.0001221017,0.00009837289,0.000039845658,0.000044037166,0.00017755837,0.0000016566402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015265915,0.0032958216,0.34058052,0.008960807,0.00021412488,1.26764e-7,0.010845548,2.4821034e-7,0.000049523947,0.3288794,0.0029970696,0.30402416],"study_design_scores_gemma":[0.0012338518,0.00038118585,0.9092637,0.005321582,0.000047046546,0.000012717698,0.035184972,0.000011897624,0.000012562975,0.0015469344,0.046863943,0.000119653116],"about_ca_topic_score_codex":0.00022676613,"about_ca_topic_score_gemma":0.00010963821,"teacher_disagreement_score":0.56868315,"about_ca_system_score_codex":0.000026408117,"about_ca_system_score_gemma":0.000046895842,"threshold_uncertainty_score":0.255292},"labels":[],"label_agreement":null},{"id":"W2115179398","doi":"10.1258/jrsm.2010.100080","title":"Global Burden of Disease estimates of depression – how reliable is the epidemiological evidence?","year":2011,"lang":"en","type":"article","venue":"Journal of the Royal Society of Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council; Royal Society","keywords":"Representativeness heuristic; Epidemiology; Sampling frame; Depression (economics); Medicine; Disease burden; Population; Estimation; Demography; Incidence (geometry); Sample size determination; Environmental health; Statistics; Mathematics; Economics; Pathology","score_opus":0.09808243098265723,"score_gpt":0.3965353188414041,"score_spread":0.29845288785874685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115179398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9385058,0.021187417,0.00030576927,0.037981283,0.0007873432,0.00030144266,0.000013785698,0.0000045565953,0.0009125765],"genre_scores_gemma":[0.99731255,0.00048479316,0.0009172027,0.0006272314,0.0002498709,0.0000027554438,5.279126e-7,0.000004809083,0.00040023736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984433,0.00019011373,0.00064394274,0.000110420195,0.00043140008,0.00018081396],"domain_scores_gemma":[0.99750376,0.0005674579,0.0013477732,0.00030038494,0.00015198233,0.00012863704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015618755,0.00012241036,0.000513374,0.000011230337,0.00009801411,0.0000014913212,0.0005788974,0.00009346516,0.0008774881],"category_scores_gemma":[0.0004150777,0.00004706983,0.00037387165,0.00012999418,0.00058525405,0.00005212571,0.00010095683,0.00018426927,0.0000012309255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016686517,0.00038909144,0.6806071,0.00040348963,0.00040688814,0.000006768553,0.005237932,0.00008982202,0.00012499948,0.00022997329,0.3027124,0.008122901],"study_design_scores_gemma":[0.002455334,0.0013923184,0.9778926,0.0035875693,0.0007087599,0.000018822062,0.0033500916,0.00103043,0.00073988823,0.008299063,0.00043788014,0.00008725302],"about_ca_topic_score_codex":0.0009558693,"about_ca_topic_score_gemma":0.0000010933617,"teacher_disagreement_score":0.30227453,"about_ca_system_score_codex":0.00004285422,"about_ca_system_score_gemma":0.00003285016,"threshold_uncertainty_score":0.96078795},"labels":[],"label_agreement":null},{"id":"W2115191121","doi":"10.1371/journal.pmed.1001448","title":"Grand Challenges: Integrating Mental Health Services into Priority Health Care Platforms","year":2013,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":364,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"National Institute of Mental Health; Wellcome Trust; Sanofi","keywords":"Mental health; Perspective (graphical); Health care; Grand Challenges; Mental health care; Medicine; Nursing; Engineering ethics; Public relations; Computer science; Political science; Engineering; Psychiatry","score_opus":0.0424795456515016,"score_gpt":0.3801849132842257,"score_spread":0.33770536763272413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115191121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8513431,0.082912594,0.000009622153,0.04848293,0.0016016624,0.0029717216,0.000019718858,0.00022545108,0.012433218],"genre_scores_gemma":[0.98886305,0.0024211905,0.00035474863,0.0067795888,0.00060290116,0.00025979552,0.00034768545,0.000036244433,0.00033477502],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9976888,0.00009840533,0.00067460106,0.00047874777,0.00039902216,0.000660477],"domain_scores_gemma":[0.9986346,0.00007967457,0.0003490743,0.00037714982,0.00006723323,0.0004923151],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032218674,0.00029897693,0.00061923685,0.00013881423,0.0006004195,0.000017450382,0.00026504576,0.00009691788,0.0016511028],"category_scores_gemma":[0.0000068546947,0.0001961493,0.00004483047,0.00015858439,0.00009657546,0.00024100239,0.00006303109,0.00030447735,0.0003761298],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001045755,0.00048690927,0.0052594254,0.0035799611,0.00013891722,0.000007223205,0.4307515,3.2454917e-8,0.00002734705,0.002033161,0.007423898,0.55018705],"study_design_scores_gemma":[0.018034996,0.011084502,0.09001862,0.008702937,0.00007692286,0.000068042784,0.8439186,0.00014640068,0.00016041493,0.0034616578,0.02332592,0.001000969],"about_ca_topic_score_codex":0.018985346,"about_ca_topic_score_gemma":0.004577612,"teacher_disagreement_score":0.54918605,"about_ca_system_score_codex":0.00040053905,"about_ca_system_score_gemma":0.000052194002,"threshold_uncertainty_score":0.9992615},"labels":[],"label_agreement":null},{"id":"W2115300534","doi":"10.1017/s1041610210001511","title":"Depression literacy among older Chinese immigrants in Canada: a comparison with a population-based survey","year":2010,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Vignette; Mental health literacy; Depression (economics); Mental health; Medicine; Psychological intervention; Etiology; Population; Health literacy; Literacy; Immigration; Psychiatry; Gerontology; Mental illness; Psychology; Health care; Environmental health","score_opus":0.014194718824289252,"score_gpt":0.36371058041566773,"score_spread":0.3495158615913785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115300534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940553,0.000051760646,0.00011634665,0.00018526665,0.003889907,0.00040239017,0.00013463521,0.000023686613,0.001140723],"genre_scores_gemma":[0.9982584,0.0000015792356,0.00026001644,0.0002509022,0.00017182398,0.0000934863,0.00069458195,0.000024847724,0.0002443425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998342,0.00009648612,0.00047002567,0.00040428073,0.00041595404,0.00027127465],"domain_scores_gemma":[0.99895877,0.00027710426,0.00025677553,0.00027279338,0.0001141128,0.00012042495],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023501553,0.00019891033,0.00021901706,0.00024659547,0.000074953015,0.000056616995,0.0003235245,0.00009037578,0.0011186965],"category_scores_gemma":[0.00003625833,0.00015437782,0.000033810455,0.00043411803,0.000014894092,0.00018057207,0.000018686147,0.00031653373,0.000025333731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043495794,0.000370656,0.9905865,0.000008437069,0.000023495593,0.000027081926,0.00016743633,0.00006474001,0.000008377776,0.000020669937,0.00081890536,0.007468739],"study_design_scores_gemma":[0.0024189213,0.000023542107,0.9956252,0.000033387023,0.0000053096333,0.0000041272897,0.000025019182,0.0015209524,0.0000065721647,0.000027465629,0.00014113897,0.00016835472],"about_ca_topic_score_codex":0.9453266,"about_ca_topic_score_gemma":0.98230815,"teacher_disagreement_score":0.03698151,"about_ca_system_score_codex":0.0002234817,"about_ca_system_score_gemma":0.0001327286,"threshold_uncertainty_score":0.9997944},"labels":[],"label_agreement":null},{"id":"W2115770815","doi":"10.1177/070674370605100107","title":"Suicidality, Depression, and Mental Health Service Use in Canada","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Suicidal ideation; Depression (economics); Mental health; Psychiatry; Suicide prevention; Psychological intervention; Medicine; Population; Poison control; Psychology; Clinical psychology; Medical emergency; Environmental health","score_opus":0.021798258848656295,"score_gpt":0.30402218010235615,"score_spread":0.2822239212536999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115770815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9318478,0.0053341035,6.13223e-7,0.05961673,0.0021437667,0.00017369277,0.000050383554,0.0000016012096,0.00083132094],"genre_scores_gemma":[0.9929813,0.000010522962,0.00014190817,0.0064463825,0.00019924119,0.0000023472846,0.000008095829,0.0000110484125,0.0001991535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878585,0.00015836627,0.0004336524,0.00010740907,0.00014236312,0.00037236916],"domain_scores_gemma":[0.99914104,0.000037070684,0.0002528405,0.00015321185,0.000031689673,0.00038415144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031895385,0.000105271436,0.00017332796,0.00010960376,0.00034119925,0.000042958633,0.00020211765,0.000036110414,0.00024922538],"category_scores_gemma":[0.0000024201936,0.00007450377,0.000022906732,0.00017860472,0.000030227868,0.00010296406,0.000009562355,0.0002330492,0.0000042434003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032091928,0.000021192109,0.9398592,0.000016043325,0.000012702628,0.000027271193,0.000265858,0.000007446945,2.4676194e-7,0.002134537,0.05657834,0.0010450376],"study_design_scores_gemma":[0.0008857782,0.00003750038,0.9921943,0.00007776887,0.00000615167,0.00021810505,0.00091329735,0.0000051842585,0.0000011358285,0.0017296253,0.0038585404,0.00007259691],"about_ca_topic_score_codex":0.99960935,"about_ca_topic_score_gemma":0.9999957,"teacher_disagreement_score":0.06113351,"about_ca_system_score_codex":0.0006337919,"about_ca_system_score_gemma":0.004261297,"threshold_uncertainty_score":0.7559358},"labels":[],"label_agreement":null},{"id":"W2117009983","doi":"10.1371/journal.pmed.1001159","title":"A United Nations General Assembly Special Session for Mental, Neurological, and Substance Use Disorders: The Time Has Come","year":2012,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute of Mental Health; Wellcome Trust","keywords":"Psychological intervention; Global mental health; Medicine; Substance use; Session (web analytics); Psychiatry; Global health; Mental health; Human rights; Burden of disease; Political science; Environmental health; Public health; Population; Business; Nursing","score_opus":0.2622256811769258,"score_gpt":0.4332955766726444,"score_spread":0.1710698954957186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117009983","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004888807,0.9840265,0.000005571719,0.0040735644,0.001505115,0.003879981,0.00024465384,0.000058578797,0.0013172656],"genre_scores_gemma":[0.00015629806,0.98794776,0.000056166842,0.00078370766,0.0038713203,0.00087346334,0.0019518267,0.000053812546,0.0043056253],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797136,0.0003979978,0.00054647337,0.00040692065,0.0002490213,0.00042824482],"domain_scores_gemma":[0.99743485,0.0016458237,0.00037080664,0.0003469459,0.000035800676,0.00016573892],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027142093,0.0003879928,0.0009541633,0.00046357125,0.00066749385,0.000040622912,0.00027664003,0.00024064802,0.00117342],"category_scores_gemma":[0.00007606022,0.00019726009,0.000109011846,0.0007812541,0.00028714465,0.00011929472,0.00005258524,0.00031820257,0.000106995125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022650236,0.0016314345,0.00046084754,0.004654751,0.00061246724,0.000019065981,0.0016832651,4.745419e-8,0.000003266788,0.0034141792,0.13229004,0.85500413],"study_design_scores_gemma":[0.0009483465,0.0004071458,0.0003255818,0.0019174233,0.0010495691,0.000019176878,0.00002767322,0.000018194043,1.0404792e-7,0.000044449473,0.9950651,0.00017726018],"about_ca_topic_score_codex":0.00008270611,"about_ca_topic_score_gemma":0.00010659953,"teacher_disagreement_score":0.862775,"about_ca_system_score_codex":0.00004501466,"about_ca_system_score_gemma":0.000015921436,"threshold_uncertainty_score":0.99973965},"labels":[],"label_agreement":null},{"id":"W2117082803","doi":"10.1192/bjp.bp.112.112318","title":"Disease burden and mental health system capacity: WHO Atlas study of 117 low- and middle-income countries","year":2012,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"","keywords":"Mental health; Disease burden; Disease; Medicine; Environmental health; Developing country; Burden of disease; Global mental health; Government (linguistics); Global health; Public health; Gerontology; Psychiatry; Economic growth; Population; Economics; Pathology","score_opus":0.019262198507404116,"score_gpt":0.30743153120151734,"score_spread":0.2881693326941132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117082803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93406475,0.060538873,0.0000017120021,0.00236247,0.002149485,0.00055462064,0.00008162392,0.000009373964,0.000237074],"genre_scores_gemma":[0.9980385,0.0006500572,0.000057064764,0.00016274562,0.0008662403,0.000009260897,0.0000020903724,0.000018691515,0.00019536963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981844,0.0003571813,0.000670632,0.0001364596,0.00031125394,0.00034008757],"domain_scores_gemma":[0.9986878,0.000058771406,0.00065138843,0.00016925453,0.000046570134,0.00038622814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086369814,0.00014715752,0.00041372015,0.00006446196,0.000657386,0.00010057116,0.0001821499,0.000041785162,0.000061287516],"category_scores_gemma":[0.000004792428,0.00011803197,0.000057701327,0.0000826269,0.00013619912,0.00023751633,0.00005173626,0.00022411576,0.0000071936925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009639189,0.001135542,0.97441286,0.0022193145,0.0004984954,0.00005148477,0.01175861,5.218769e-7,7.1482856e-7,0.0018101848,0.0031704204,0.0039779325],"study_design_scores_gemma":[0.004919274,0.0010058586,0.9615202,0.004244414,0.0001784631,0.0025482674,0.024807889,0.000003986077,0.0000010914906,0.00016699696,0.00044548616,0.00015805753],"about_ca_topic_score_codex":0.0017155554,"about_ca_topic_score_gemma":0.00033986763,"teacher_disagreement_score":0.06397371,"about_ca_system_score_codex":0.00006555601,"about_ca_system_score_gemma":0.00004855042,"threshold_uncertainty_score":0.5056148},"labels":[],"label_agreement":null},{"id":"W2117225980","doi":"10.1186/1752-4458-1-4","title":"Relation between depression and sociodemographic factors","year":2007,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":409,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Depression (economics); Marital status; Demography; Logistic regression; Odds ratio; Mental health; Medicine; Population; Gerontology; Psychiatry; Psychology; Environmental health","score_opus":0.051055218363410475,"score_gpt":0.43123403149968753,"score_spread":0.38017881313627705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117225980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98591363,0.004759064,0.0005823425,0.00076995074,0.0067873835,0.00029260322,0.000025228128,0.000013421836,0.00085635454],"genre_scores_gemma":[0.9986717,0.00014090449,0.00007478665,0.00013567704,0.0006832071,0.0000022681515,0.00004307484,0.000012146078,0.00023619633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980514,0.0001279842,0.0009044553,0.00013674726,0.00054573,0.00023370587],"domain_scores_gemma":[0.99851227,0.00017069158,0.00090989145,0.00006676292,0.00009757153,0.00024279219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012955134,0.00011682155,0.00024113854,0.00032012365,0.00017295289,0.0000355621,0.0001803535,0.000090104266,0.000052342897],"category_scores_gemma":[0.000006850883,0.00009067098,0.00006849807,0.000078487545,0.000035975063,0.00022292817,0.000029236502,0.00020274468,0.000010531612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017510823,0.00009787016,0.9647364,0.00003216453,0.00013433627,0.000018560791,0.0022608498,7.849556e-7,0.000020069909,0.0005322092,0.0011859874,0.030805662],"study_design_scores_gemma":[0.0016241586,0.00028059958,0.990822,0.00035261322,0.000010409658,0.00017058058,0.002863382,0.000007528506,0.000039799703,0.00008371892,0.003667328,0.000077863595],"about_ca_topic_score_codex":0.0005042775,"about_ca_topic_score_gemma":0.000017975139,"teacher_disagreement_score":0.0307278,"about_ca_system_score_codex":0.0003101433,"about_ca_system_score_gemma":0.000026200283,"threshold_uncertainty_score":0.36974552},"labels":[],"label_agreement":null},{"id":"W2117389800","doi":"","title":"Collaboration between primary care and psychiatric services: does it help family physicians?","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental health; Collaborative Care; Psychiatry; Anxiety; Medicine; Family medicine; Depression (economics)","score_opus":0.01469681429723715,"score_gpt":0.281938994395105,"score_spread":0.2672421800978679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117389800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9330202,0.0033271313,0.0000040324367,0.00071795995,0.0006992346,0.0011459073,0.000118509575,0.00006643855,0.060900625],"genre_scores_gemma":[0.9945115,0.000046525958,0.000083670006,0.0010117495,0.00079346943,0.0011721251,0.0004795853,0.000018222394,0.001883187],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989431,0.000059670303,0.00022310746,0.00029780727,0.00013868758,0.00033763328],"domain_scores_gemma":[0.99956495,0.000036374655,0.000115719784,0.00017796822,0.000041816565,0.00006316372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007216251,0.00013923897,0.00017931925,0.00008263207,0.00017909333,0.00006876618,0.000101671016,0.00008908602,0.000014448014],"category_scores_gemma":[4.0829232e-7,0.000109763714,0.000027516098,0.0003014806,0.000024616153,0.0001977267,0.000023724215,0.00006520691,0.000035542565],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006468208,0.00013409965,0.4661542,0.00046814154,0.000037202062,0.0000044250955,0.0011925917,3.411624e-7,0.000008243217,0.00027935248,0.0034640993,0.52819264],"study_design_scores_gemma":[0.0009754262,0.00003378245,0.9859483,0.000009498528,0.000055998105,3.5744168e-7,0.002448262,3.269893e-7,0.000048437003,0.00032502407,0.010028612,0.00012592708],"about_ca_topic_score_codex":0.0009189073,"about_ca_topic_score_gemma":0.00057967927,"teacher_disagreement_score":0.5280667,"about_ca_system_score_codex":0.00009025315,"about_ca_system_score_gemma":0.000007025347,"threshold_uncertainty_score":0.44760343},"labels":[],"label_agreement":null},{"id":"W2117459099","doi":"10.1017/s1041610209991554","title":"Antidepressant use and depressive symptomatology among older people from the Australian Longitudinal Study of Ageing","year":2010,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Australian Research Council; AGE-WELL; National Institute on Aging; ALS Association","keywords":"Ageing; Antidepressant; Longitudinal study; Psychology; Depressive symptoms; Gerontology; Depression (economics); Psychiatry; Medicine; Clinical psychology; Cognition; Internal medicine; Anxiety","score_opus":0.03529174289510188,"score_gpt":0.37069669011803363,"score_spread":0.33540494722293174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117459099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940773,0.00006202067,0.000047111025,0.00037056356,0.004115275,0.000559159,0.0000919049,0.000028156532,0.00064847776],"genre_scores_gemma":[0.9991982,0.000017962422,0.0000878624,0.00005468792,0.00029321338,0.00006969737,0.00003389091,0.000015115648,0.00022935715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858737,0.00009921724,0.00041063208,0.00042697316,0.0002618024,0.00021397792],"domain_scores_gemma":[0.99860924,0.0005163915,0.0003184829,0.00037453778,0.00010367088,0.00007766448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013672099,0.00016745237,0.00021608666,0.000104689425,0.00014307321,0.0000953102,0.00041782946,0.00011693793,0.0007762438],"category_scores_gemma":[0.000048136302,0.00012359845,0.000050759318,0.00015295882,0.00008541667,0.00024325406,0.00007959356,0.00027571458,0.000016192067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078916506,0.00065668405,0.9927724,0.000004474469,0.00022846044,0.0000450743,0.0021638374,0.0000013885721,0.00008741886,0.0005740965,0.0017105108,0.001676725],"study_design_scores_gemma":[0.0018913876,0.00007557611,0.9967172,0.0000143554535,0.00007116033,0.000023224962,0.0006562931,0.000024448043,0.000045011024,0.00019720705,0.00017356935,0.000110554036],"about_ca_topic_score_codex":0.007403693,"about_ca_topic_score_gemma":0.0039377515,"teacher_disagreement_score":0.005120881,"about_ca_system_score_codex":0.000011769517,"about_ca_system_score_gemma":0.000006896941,"threshold_uncertainty_score":0.99920607},"labels":[],"label_agreement":null},{"id":"W2117480006","doi":"10.1093/fampra/cmn008","title":"Effects on readiness to change of an educational intervention on depressive disorders for general physicians in primary care based on a modified Prochaska model--a randomized controlled study","year":2008,"lang":"en","type":"article","venue":"Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Medicine; Intervention (counseling); Randomized controlled trial; Psychological intervention; Primary care; Behaviour change; Continuing medical education; Family medicine; Physical therapy; Nursing; Medical education; Continuing education","score_opus":0.04326441053184378,"score_gpt":0.39321214421821515,"score_spread":0.3499477336863714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117480006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761545,0.00013429613,0.00083169976,0.0006726699,0.00043164386,0.017257456,0.00004150107,0.000022278298,0.004453969],"genre_scores_gemma":[0.97358495,0.000006294664,0.00040475288,0.0034518994,0.0001540812,0.021873796,0.0002348121,0.00003166066,0.00025773313],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9974919,0.0010743813,0.0004399864,0.000458073,0.00029394322,0.00024173465],"domain_scores_gemma":[0.9965878,0.0025280635,0.00042865376,0.00026821403,0.000123519,0.00006372605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048511702,0.00023229246,0.0007608237,0.00026816272,0.0001310028,0.000012016155,0.00014473486,0.00007507705,0.000004193473],"category_scores_gemma":[0.00024768992,0.0001905238,0.00016654946,0.00016097866,0.000024265268,0.00023595682,0.000013264877,0.00014011035,0.0000086622085],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9229366,0.02288726,0.0004355209,0.00029805166,0.00022675865,0.000014637715,0.015386565,0.005132626,0.000099267614,0.00052950165,0.00015263823,0.031900566],"study_design_scores_gemma":[0.8910941,0.009357358,0.0685168,0.0005773949,0.0004597556,9.0843463e-7,0.003311565,0.025801744,0.00023788697,0.00020389362,0.000024952244,0.00041366287],"about_ca_topic_score_codex":0.0006345892,"about_ca_topic_score_gemma":0.00009023601,"teacher_disagreement_score":0.068081275,"about_ca_system_score_codex":0.00019509633,"about_ca_system_score_gemma":0.000050052684,"threshold_uncertainty_score":0.77693355},"labels":[],"label_agreement":null},{"id":"W2118341624","doi":"10.1080/j.1440-1665.2006.02301.x","title":"To be the First Psychiatrist in the Solomon Islands","year":2006,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"New guinea; Psychiatry; Psychology; Medicine; Medical education; History; Ethnology","score_opus":0.019682138345930168,"score_gpt":0.33436091100091114,"score_spread":0.31467877265498095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118341624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6161856,0.00057286106,0.000013268493,0.15377143,0.004130453,0.0012465195,0.00003724032,0.00006731524,0.22397533],"genre_scores_gemma":[0.98499423,0.000004758093,0.00017446403,0.009507324,0.0010975857,0.0002910327,0.00003830006,0.000027677312,0.0038645982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806833,0.00012720622,0.00046032766,0.00042936052,0.00025549182,0.0006592768],"domain_scores_gemma":[0.9989873,0.000074511176,0.000112360765,0.0007425919,0.0000110761,0.000072149545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035732464,0.00026350838,0.00019068774,0.00012338338,0.0004800282,0.00008921263,0.00074709294,0.00014924876,0.0007207887],"category_scores_gemma":[0.0000021888034,0.00015122237,0.000120277145,0.0006401008,0.000073350755,0.00007670574,0.000031564858,0.00037357985,0.00069397973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012609434,0.0007724474,0.51198566,0.000031653155,0.000018756597,0.000017200426,0.0034221779,0.0000046599225,8.609862e-7,0.018195452,0.46377933,0.0016457008],"study_design_scores_gemma":[0.0016240228,0.000426809,0.91387224,0.00003423869,0.000042485997,0.000058331807,0.007814122,0.0000021783076,0.0000038913213,0.004847993,0.071009986,0.00026370422],"about_ca_topic_score_codex":0.0016340892,"about_ca_topic_score_gemma":0.017001426,"teacher_disagreement_score":0.40188658,"about_ca_system_score_codex":0.00004258178,"about_ca_system_score_gemma":0.0000254779,"threshold_uncertainty_score":0.9487195},"labels":[],"label_agreement":null},{"id":"W2118476811","doi":"10.4038/sljpsyc.v2i2.4038","title":"A framework for funding culturally appropriate recovery for people affected by severe mental illness: a world view","year":2012,"lang":"en","type":"article","venue":"Sri Lanka Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sri lanka; Livelihood; Psychiatry; Mental illness; Medical journal; Medicine; Political science; Psychology; Mental health; Family medicine; Sociology; History; Socioeconomics; Agriculture","score_opus":0.027355699953694735,"score_gpt":0.3628256195678821,"score_spread":0.3354699196141874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118476811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92219687,0.029080557,0.006270896,0.0050245803,0.032043863,0.0027085154,0.0005261429,0.00006447805,0.0020841085],"genre_scores_gemma":[0.9460255,0.00025352245,0.045581087,0.0016680849,0.004241862,0.00029899747,0.00020062065,0.00007141095,0.0016588997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979552,0.00012714823,0.0007024459,0.00023158787,0.00023109457,0.00075252115],"domain_scores_gemma":[0.99832463,0.00025801596,0.0008215938,0.00020449708,0.00008679656,0.00030448328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066039985,0.0002910872,0.00054965017,0.00016314947,0.0003808449,0.0000645986,0.0003051534,0.00018545549,0.0007591686],"category_scores_gemma":[0.000034652414,0.00021658857,0.00039126645,0.0002951136,0.000022825447,0.0004458626,0.000027802875,0.00033114722,0.00004136989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011058985,0.007152099,0.15492664,0.0029965986,0.003168175,0.0000068625773,0.03369133,0.000004009497,0.00044894827,0.046001382,0.5850476,0.15549739],"study_design_scores_gemma":[0.059573267,0.011594783,0.07930013,0.008508105,0.0036801416,0.002234414,0.06696723,0.000051626335,0.0007657875,0.13729459,0.6248056,0.005224291],"about_ca_topic_score_codex":0.000021692797,"about_ca_topic_score_gemma":0.00010895591,"teacher_disagreement_score":0.1502731,"about_ca_system_score_codex":0.00014629801,"about_ca_system_score_gemma":0.000052163585,"threshold_uncertainty_score":0.8832226},"labels":[],"label_agreement":null},{"id":"W2119042751","doi":"10.1093/geronb/62.4.s226","title":"Social and Gender Inequalities in Depressive Symptoms Among Urban Older Adults of Latin America and the Caribbean","year":2007,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; Institut Universitaire en Santé Mentale de Québec; Ministère de l’Emploi et de la Solidarité Sociale (Québec); Université de Montréal","funders":"Institute of Gender and Health","keywords":"Socioeconomic status; Depression (economics); Functional illiteracy; Life course approach; Gerontology; Latin Americans; Social class; Demography; Social vulnerability; Social inequality; Psychology; Population; Medicine; Inequality; Environmental health; Psychiatry; Psychological intervention; Developmental psychology; Sociology","score_opus":0.06826643265146001,"score_gpt":0.37853356036138863,"score_spread":0.3102671277099286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119042751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98785716,0.008123798,0.00002049775,0.0017434708,0.00011894349,0.0003297433,0.000009430616,0.000005614755,0.0017913323],"genre_scores_gemma":[0.99922234,0.0002218963,0.000018648576,0.00025280289,0.0000732512,0.00001783895,0.0000023910488,0.000009073792,0.00018176941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985236,0.0004218418,0.00052430393,0.00013136574,0.00011442059,0.0002844965],"domain_scores_gemma":[0.99873066,0.00052884064,0.0005098217,0.00014170563,0.000047310685,0.000041676787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006016252,0.00012826783,0.0004123582,0.00007484139,0.00018907081,0.000009183104,0.00015333862,0.00010845218,0.00009735251],"category_scores_gemma":[0.000026747532,0.000072121686,0.00004214555,0.00008403736,0.001393059,0.00011194589,0.0000671856,0.00020448749,5.468126e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033339742,0.000107894615,0.78660387,0.00008872192,0.00025482196,0.000018126082,0.18841913,4.7284067e-7,0.000025323407,0.006318482,0.00055803364,0.0142711615],"study_design_scores_gemma":[0.0027672031,0.000122937,0.9664857,0.000041698997,0.00005260205,0.00003619783,0.02888981,0.0000030915685,0.0001113475,0.0013880752,0.000034219065,0.00006715396],"about_ca_topic_score_codex":0.0022464525,"about_ca_topic_score_gemma":0.002038656,"teacher_disagreement_score":0.17988181,"about_ca_system_score_codex":0.000015843922,"about_ca_system_score_gemma":0.000007695432,"threshold_uncertainty_score":0.5132784},"labels":[],"label_agreement":null},{"id":"W2119457162","doi":"10.1037/prj0000009","title":"Healthy living? By whose standards? Engaging mental health service recipients to understand their perspectives of, and barriers to, healthy living.","year":2013,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Mental health; Gerontology; Population; Stigma (botany); Friendship; Medicine; Focus group; Psychology; Context (archaeology); Psychiatry; Social psychology; Environmental health; Sociology","score_opus":0.0132503589216992,"score_gpt":0.3467470529996912,"score_spread":0.33349669407799204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119457162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8961887,0.007434124,0.00075956195,0.090938434,0.0018443785,0.0020824007,0.00016648883,0.000036816207,0.00054910354],"genre_scores_gemma":[0.9863499,0.0005202495,0.0047897007,0.007816247,0.0002400488,0.00008983659,0.000005911468,0.00004925583,0.00013884647],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99563885,0.0011823304,0.0011189883,0.0006314456,0.0006390901,0.00078928424],"domain_scores_gemma":[0.9957436,0.0010259802,0.0005964841,0.00033843194,0.0004304749,0.0018650289],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027615216,0.00033405525,0.00052050606,0.000634554,0.0013650412,0.00015384093,0.00027281445,0.000097757475,0.0020201406],"category_scores_gemma":[0.00042415658,0.00029285793,0.00010871319,0.0009700904,0.00007656552,0.0004798185,0.000074062904,0.00045594515,0.000053353557],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010609559,0.0010804572,0.20407674,0.00041547493,0.00014196958,5.0249633e-7,0.51187485,0.000011567049,0.000025156955,0.00047115434,0.2229703,0.057870843],"study_design_scores_gemma":[0.0027491704,0.011963602,0.2830096,0.0007338809,0.000024407198,0.000056812212,0.6940599,0.00006498934,0.000001628184,0.0010767031,0.005753839,0.0005054627],"about_ca_topic_score_codex":0.0009910222,"about_ca_topic_score_gemma":0.0001790883,"teacher_disagreement_score":0.21721646,"about_ca_system_score_codex":0.0013428634,"about_ca_system_score_gemma":0.00044369328,"threshold_uncertainty_score":0.9999524},"labels":[],"label_agreement":null},{"id":"W2120199780","doi":"10.1017/s0033291799002044","title":"Incidence of depression in the Stirling County Study: historical and comparative perspectives","year":2000,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Demography; Incidence (geometry); Depression (economics); Cohort; Epidemiology; Cohort study; Population; Medicine; Dominance (genetics); Internal medicine; Biology","score_opus":0.1653561633344366,"score_gpt":0.4834531027062753,"score_spread":0.3180969393718387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120199780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710696,0.0047419537,0.000008935629,0.0011307413,0.00014917293,0.0005823717,0.0000012848985,0.000013799509,0.022302182],"genre_scores_gemma":[0.9990753,0.00011893152,0.000031999953,0.00033778834,0.00010055089,0.00007697383,0.0000015393135,0.0000026774997,0.00025422967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985715,0.0003744209,0.0003159142,0.0003349593,0.00023093831,0.00017222825],"domain_scores_gemma":[0.9991612,0.00047685512,0.000076394324,0.00021043885,0.000020533005,0.00005458373],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005548197,0.000116495285,0.00031496515,0.000052029056,0.00009142901,0.0000032631947,0.00018844144,0.000060261413,0.001881376],"category_scores_gemma":[0.000031592874,0.000057277037,0.000015891903,0.00022581124,0.00020597152,0.00003870704,0.000013712532,0.00023016031,0.00001431502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026292934,0.008638224,0.6472518,0.000027703176,0.000047413625,0.000259719,0.16915624,0.0000027963204,0.00013361177,0.0014317349,0.0045246705,0.16589685],"study_design_scores_gemma":[0.002023148,0.0017352186,0.9705501,0.00005248072,0.000014864738,0.000023143679,0.024942782,0.000005996342,0.0000013387239,0.00034848964,0.000244312,0.0000581349],"about_ca_topic_score_codex":0.00052794546,"about_ca_topic_score_gemma":0.000039927403,"teacher_disagreement_score":0.32329834,"about_ca_system_score_codex":0.000063300846,"about_ca_system_score_gemma":8.6956726e-7,"threshold_uncertainty_score":0.99903107},"labels":[],"label_agreement":null},{"id":"W2121878182","doi":"10.1177/070674370505001011","title":"Perceived Need for Mental Health Treatment in a Nationally Representative Canadian Sample","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Respondent; Mental health; CIDI; Help-seeking; Psychiatry; Clinical psychology; Population; Distress; Suicidal ideation; Psychology; Medicine; Psychosocial; Suicide prevention; National Comorbidity Survey; Poison control; Environmental health","score_opus":0.040577810250555284,"score_gpt":0.37712447672762955,"score_spread":0.33654666647707426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121878182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6002054,0.0034893972,0.000020347847,0.38606882,0.0034685275,0.001768165,0.0008522171,0.000006450545,0.0041206717],"genre_scores_gemma":[0.98873305,0.000026560581,0.0035864322,0.005450607,0.0007298244,0.000061741084,0.00007752632,0.000023406383,0.0013108288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984088,0.0001678489,0.00053470617,0.00016541107,0.00013578443,0.00058743986],"domain_scores_gemma":[0.99848527,0.00011830698,0.00028212715,0.00017073617,0.00006917092,0.00087438687],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045391492,0.0001590024,0.00024830792,0.00047267997,0.00067691226,0.000046449368,0.0002732148,0.000066651206,0.0010779691],"category_scores_gemma":[0.000018395818,0.0001167103,0.0001289615,0.0001992651,0.00006858144,0.00011587546,0.000003043819,0.00016615442,0.000031826323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082498015,0.00064670877,0.47848082,0.000040712668,0.0007125823,0.00005108673,0.08205186,0.0002219352,0.00000313764,0.0952963,0.27939948,0.062270377],"study_design_scores_gemma":[0.011009225,0.002136266,0.7958309,0.0001806463,0.000069679256,0.00030520273,0.021103967,0.00014608116,0.000005320299,0.012165908,0.15663508,0.00041174554],"about_ca_topic_score_codex":0.8913506,"about_ca_topic_score_gemma":0.99918616,"teacher_disagreement_score":0.3885277,"about_ca_system_score_codex":0.0026009923,"about_ca_system_score_gemma":0.005707461,"threshold_uncertainty_score":0.99992925},"labels":[],"label_agreement":null},{"id":"W2122218215","doi":"10.1186/1744-859x-5-s1-s151","title":"Psychiatric stigma: the perceptions of a day center's patients on chronic mental illness","year":2006,"lang":"en","type":"article","venue":"Annals of General Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Mental illness; Forensic psychiatry; Geriatric psychiatry; Psychopathology; Stigma (botany); Medicine; Clinical psychology; Brief Psychiatric Rating Scale; Mental health; Psychology; Psychosis","score_opus":0.02512727866492179,"score_gpt":0.3585721533838398,"score_spread":0.333444874718918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122218215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721013,0.002051686,0.000008261179,0.002710539,0.0046707676,0.00064454274,0.00034705983,0.000025195637,0.017440652],"genre_scores_gemma":[0.99617726,0.00016386085,0.00009837723,0.000821472,0.00089039735,0.00006413241,0.00026847832,0.00002973546,0.0014862965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998047,0.00018855483,0.00063415524,0.00035562486,0.0003357507,0.00043889036],"domain_scores_gemma":[0.9989129,0.000031510095,0.0003786667,0.0005203718,0.00007742747,0.00007914201],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001852601,0.00024759996,0.00028512246,0.00016742505,0.00034144442,0.000012700651,0.00038095837,0.000111005524,0.0010441397],"category_scores_gemma":[0.0000019858896,0.0001739172,0.00024989553,0.00033426945,0.00013772398,0.000083122664,0.000045848366,0.00015890412,0.00012346318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039298512,0.0063732755,0.6444816,0.0001417084,0.0001705806,7.9794285e-7,0.00058205967,0.000045113735,0.000076706296,0.015051057,0.30264783,0.030036272],"study_design_scores_gemma":[0.0028040411,0.0015710172,0.98871505,0.0000814455,0.000045056295,0.000002492748,0.00033625175,0.000016552702,0.00022405201,0.0016195363,0.0043339925,0.00025048933],"about_ca_topic_score_codex":0.0009330042,"about_ca_topic_score_gemma":0.00038202215,"teacher_disagreement_score":0.34423348,"about_ca_system_score_codex":0.000032721742,"about_ca_system_score_gemma":0.000042976073,"threshold_uncertainty_score":0.99986905},"labels":[],"label_agreement":null},{"id":"W2122849785","doi":"10.1177/070674370505000807","title":"Stigma Beliefs of Asian Americans with Depression in an Internet Sample","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Depression (economics); Demography; Psychology; Clinical psychology; Analysis of variance; Analysis of covariance; Acculturation; Gerontology; Medicine; Psychiatry; Ethnic group; Internal medicine","score_opus":0.025366765204646844,"score_gpt":0.33279654085702065,"score_spread":0.3074297756523738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122849785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98767143,0.001080694,0.00007507923,0.0069133393,0.0006364559,0.00014092466,0.000022760234,0.0000027266196,0.0034566028],"genre_scores_gemma":[0.99532366,0.0000029019882,0.0035080337,0.0006829174,0.00031615898,0.0000036714537,0.0000042801607,0.00001480214,0.00014356004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990077,0.00012194327,0.0003685495,0.00010481903,0.00012416062,0.000272807],"domain_scores_gemma":[0.9990489,0.00003178449,0.00031753295,0.00021764392,0.000037557453,0.0003465839],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002293535,0.00010370842,0.00018792272,0.00021597696,0.00009765005,0.000018386829,0.0003570592,0.00005124384,0.0009519035],"category_scores_gemma":[0.0000048627417,0.000064445776,0.00004084442,0.00018885531,0.000111702255,0.00012205424,0.000005426789,0.0002568325,0.000011315009],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018783624,0.00012798584,0.9491046,0.000009828871,0.000038784397,0.000018135732,0.0036318158,0.000032560107,0.0000019192053,0.0019360381,0.0024819255,0.042428553],"study_design_scores_gemma":[0.0015847089,0.0009081015,0.99024343,0.00024839287,0.000037606755,0.00015230602,0.0029427016,0.000015032547,0.00004100245,0.0015353983,0.0021678754,0.00012343426],"about_ca_topic_score_codex":0.104446046,"about_ca_topic_score_gemma":0.9035813,"teacher_disagreement_score":0.79913527,"about_ca_system_score_codex":0.000110316214,"about_ca_system_score_gemma":0.00043312155,"threshold_uncertainty_score":0.9999614},"labels":[],"label_agreement":null},{"id":"W2122926434","doi":"10.7202/1025916ar","title":"L’effet de l’âge, du genre et du statut socioéconomique sur l’utilisation des services de médecine générale pour des symptômes de détresse psychologique","year":2014,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.024516661564890303,"score_gpt":0.3395584541763562,"score_spread":0.3150417926114659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122926434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97250175,0.0065856604,0.0011543718,0.007693047,0.0007659413,0.0009956773,0.00021511191,0.00019478558,0.009893639],"genre_scores_gemma":[0.9829577,0.0042078346,0.0023544598,0.0048769047,0.0009620437,0.00037989518,0.00024988636,0.00013089454,0.003880355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99401677,0.0023877588,0.0008209604,0.00086749403,0.00018903536,0.0017179977],"domain_scores_gemma":[0.99710095,0.0010885758,0.00050006364,0.0006128064,0.000098332894,0.00059925555],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022588726,0.000673635,0.0006688909,0.0001884544,0.0009379716,0.0001580617,0.00062948465,0.0005858325,0.0022182357],"category_scores_gemma":[0.00009161093,0.0007126109,0.0002516635,0.00021063142,0.00072650815,0.0007169106,0.00016220452,0.00048087968,0.00054858066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051498925,0.0022703696,0.87961227,0.0011264955,0.000267197,0.000075806594,0.026672043,0.000054057982,0.0019926361,0.0024014355,0.0014827655,0.08352993],"study_design_scores_gemma":[0.005472949,0.0007154682,0.96855134,0.00082497514,0.00022239957,0.00032601375,0.0075980616,0.00090982753,0.003991347,0.007473647,0.0032882532,0.0006257111],"about_ca_topic_score_codex":0.37593785,"about_ca_topic_score_gemma":0.38131544,"teacher_disagreement_score":0.08893907,"about_ca_system_score_codex":0.0042457315,"about_ca_system_score_gemma":0.0011685273,"threshold_uncertainty_score":0.9995768},"labels":[],"label_agreement":null},{"id":"W2123294666","doi":"10.1192/pb.bp.112.038646","title":"‘We've got another one for you!’ Liaison psychiatry's experience of stigma towards patients with mental illness and mental health professionals","year":2012,"lang":"en","type":"article","venue":"The Psychiatrist","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental health; Psychiatry; Mental illness; Medicine; Multidisciplinary approach; Quarter (Canadian coin); Health professionals; Psychology; Nursing; Family medicine; Health care","score_opus":0.030421061897094342,"score_gpt":0.37432290859474937,"score_spread":0.343901846697655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123294666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760753,0.0058727446,0.000069952555,0.009381421,0.003975261,0.0031617004,0.0005029907,0.000038087812,0.0009225227],"genre_scores_gemma":[0.9950288,0.00009680341,0.0013900535,0.0012830497,0.00031719916,0.00046162703,0.00014179084,0.00005084359,0.0012298241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979514,0.0001671455,0.00050159567,0.00036579676,0.0003607495,0.0006533314],"domain_scores_gemma":[0.9988554,0.000044081284,0.00047045387,0.00039601838,0.000039908035,0.00019409912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035690845,0.00029169646,0.00038136184,0.00007461139,0.0008148013,0.000019902136,0.00027816137,0.00008706161,0.0005041241],"category_scores_gemma":[0.0000028005059,0.00018096928,0.00007342547,0.00019359803,0.00019215803,0.00019589048,0.00006569854,0.0001322122,0.000019916135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004527636,0.007826087,0.7886121,0.00047531162,0.00026649697,1.03171075e-7,0.0929036,1.0837271e-7,0.00001721379,0.0045142365,0.046604205,0.054252878],"study_design_scores_gemma":[0.018914284,0.0038087133,0.9021063,0.0006198045,0.00013981045,0.000012569009,0.04843458,0.000010183269,0.0003542669,0.0007012826,0.023954757,0.00094345],"about_ca_topic_score_codex":0.0004056673,"about_ca_topic_score_gemma":0.00010647835,"teacher_disagreement_score":0.11349417,"about_ca_system_score_codex":0.000074830896,"about_ca_system_score_gemma":0.000057838795,"threshold_uncertainty_score":0.73797125},"labels":[],"label_agreement":null},{"id":"W2123546502","doi":"10.1891/1933-3196.2.1.26","title":"Preliminary Evidence for the Efficacy of EMDR in Treating Generalized Anxiety Disorder","year":2008,"lang":"en","type":"article","venue":"Journal of EMDR Practice and Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; Université de Sherbrooke","funders":"","keywords":"Worry; Generalized anxiety disorder; Eye movement desensitization and reprocessing; Anxiety; Psychology; Clinical psychology; Desensitization (medicine); Anxiety disorder; Psychiatry; Medicine; Internal medicine","score_opus":0.3252993108739616,"score_gpt":0.5751469454369267,"score_spread":0.2498476345629651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123546502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96386415,0.02631112,0.00006535899,0.007974176,0.00017672221,0.00064230856,0.0000018617916,0.0000020172522,0.0009622593],"genre_scores_gemma":[0.98235685,0.015003973,0.0009903,0.00010913889,0.00025960788,0.000041118827,8.3778156e-7,0.000011473033,0.0012267],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99778485,0.0007813298,0.000518277,0.00015104443,0.00045108428,0.00031342296],"domain_scores_gemma":[0.98790133,0.011111269,0.00038008147,0.00018365623,0.000339876,0.000083786486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003915063,0.000086605956,0.0002251225,0.00018121742,0.00039655363,0.000025972793,0.00023394107,0.000076568205,0.00011775828],"category_scores_gemma":[0.0021359324,0.000049777453,0.00008047753,0.00035429222,0.00016330037,0.00050520076,0.00006347149,0.00052002596,0.0000045831316],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06299846,0.0067889923,0.29909617,0.00064181845,0.0007012619,0.00069977145,0.0410308,0.00014701126,0.0015801309,0.0012541568,0.022456577,0.56260484],"study_design_scores_gemma":[0.020338912,0.010468639,0.8928201,0.0012086058,0.00029963636,0.0025653737,0.024708211,0.00070716126,0.0009113455,0.00040650717,0.04526226,0.00030323822],"about_ca_topic_score_codex":0.0008055249,"about_ca_topic_score_gemma":0.000027227483,"teacher_disagreement_score":0.59372395,"about_ca_system_score_codex":0.000045546443,"about_ca_system_score_gemma":0.00010398567,"threshold_uncertainty_score":0.305001},"labels":[],"label_agreement":null},{"id":"W2124044604","doi":"10.1590/s0104-07072012000500016","title":"Comorbilidad entre el distrés psicológico y abuso/dependencia de drogas, ciudad de Guatemala - Guatemala","year":2012,"lang":"es","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Canada; Public Health Ontario; University of Toronto","funders":"","keywords":"Humanities; Medicine; Gynecology; Art","score_opus":0.3187621635405563,"score_gpt":0.5131718813623847,"score_spread":0.19440971782182837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124044604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89372426,0.011393071,0.000350075,0.0015965427,0.00259991,0.00285954,0.0005079955,0.0005317525,0.08643682],"genre_scores_gemma":[0.9679548,0.0006428527,0.00038756913,0.0032416685,0.0019148516,0.0005849786,0.00048507412,0.00029045937,0.02449772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9893983,0.0016980686,0.0020637305,0.0015092449,0.00095750316,0.0043731565],"domain_scores_gemma":[0.99412555,0.00075731275,0.0010142175,0.0019672285,0.00021154525,0.0019241364],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0023847423,0.0015982464,0.001702468,0.0004166108,0.0010557261,0.000609765,0.0015911625,0.0011087065,0.030761324],"category_scores_gemma":[0.0001383841,0.0015712491,0.0007217746,0.0006550302,0.0005205805,0.0012302771,0.0005605581,0.0014203641,0.011372508],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012907112,0.0063978443,0.7217289,0.0014877801,0.0010755286,0.0012645851,0.0153054055,0.000008834531,0.0027198326,0.03272163,0.051738195,0.16426076],"study_design_scores_gemma":[0.01168917,0.0010130748,0.7686411,0.0014145349,0.0015662169,0.00085921853,0.0065891584,0.00047708614,0.004260383,0.0013216463,0.19922042,0.002947991],"about_ca_topic_score_codex":0.0035463742,"about_ca_topic_score_gemma":0.0004360931,"teacher_disagreement_score":0.16131276,"about_ca_system_score_codex":0.001612082,"about_ca_system_score_gemma":0.00036225113,"threshold_uncertainty_score":0.9996765},"labels":[],"label_agreement":null},{"id":"W2124295269","doi":"10.1176/appi.ajp.161.12.2163","title":"The Hamilton Depression Rating Scale: Has the Gold Standard Become a Lead Weight?","year":2004,"lang":"en","type":"review","venue":"American Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1142,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Gold standard (test); Hamilton Rating Scale for Depression; Psychology; Rating scale; Discriminant validity; Clinical psychology; Inter-rater reliability; Depression (economics); Psychometrics; Scale (ratio); Reliability (semiconductor); Convergent validity; Test validity; Psychiatry; Medicine; Developmental psychology; Mood; Major depressive disorder; Internal consistency","score_opus":0.03504160410218947,"score_gpt":0.3933395160535699,"score_spread":0.35829791195138044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124295269","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006519556,0.9861974,0.000084168234,0.0023117017,0.008135697,0.0006806263,0.00003452111,0.000021140071,0.0018827493],"genre_scores_gemma":[0.00083184935,0.9946203,0.0011716216,0.0003694338,0.0020652846,0.000066940265,0.000010394488,0.0000944599,0.0007696997],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956885,0.00092084584,0.0017355086,0.000374838,0.00063606066,0.00064426457],"domain_scores_gemma":[0.9943316,0.00058848516,0.0040097144,0.00075119524,0.00009930076,0.00021969495],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011631952,0.0005557788,0.0016741831,0.0001762667,0.0010064489,0.00020528708,0.0013124223,0.00016822801,0.00015001],"category_scores_gemma":[0.000016741002,0.00024810244,0.00092463626,0.0006198374,0.0006548564,0.00012210492,0.00007313897,0.001544687,0.00010466158],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016555814,0.0001299625,0.00068598264,0.00096512545,0.00040260077,0.000023235676,0.00038702344,4.1972748e-7,3.1746907e-8,0.00027343418,0.009911925,0.9870547],"study_design_scores_gemma":[0.0008961787,0.0010833445,0.0002511962,0.014684109,0.0009806871,0.0008629127,0.0015034385,2.8638726e-7,2.5575147e-7,0.0004746646,0.9789523,0.0003106518],"about_ca_topic_score_codex":0.00016722732,"about_ca_topic_score_gemma":0.00016542825,"teacher_disagreement_score":0.98674405,"about_ca_system_score_codex":0.00031865423,"about_ca_system_score_gemma":0.0007460969,"threshold_uncertainty_score":0.99999714},"labels":[],"label_agreement":null},{"id":"W2124342855","doi":"10.1001/archpsyc.64.3.305","title":"Prevalence and Distribution of Major Depressive Disorder in African Americans, Caribbean Blacks, and Non-Hispanic Whites","year":2007,"lang":"en","type":"article","venue":"Archives of General Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1279,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Depression (economics); Major depressive disorder; Ethnic group; Demography; Medicine; Mental health; Gerontology; Quarter (Canadian coin); Non-Hispanic whites; Psychiatry; Geography; Mexican americans","score_opus":0.008588644607399549,"score_gpt":0.3033386246294627,"score_spread":0.29474998002206315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124342855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911217,0.005102894,0.00048310705,0.00036666382,0.0001785153,0.00035305432,0.00014114114,0.000007760009,0.0022451838],"genre_scores_gemma":[0.9978049,0.00034917906,0.0014503798,0.000050371746,0.000058118276,0.000017286233,0.000052347776,0.000011510743,0.00020593795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889296,0.000066168825,0.0003627222,0.0003006195,0.000092029935,0.0002855048],"domain_scores_gemma":[0.9993783,0.00011017778,0.00020919826,0.00019792457,0.000009334984,0.00009505172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009697939,0.00014480168,0.0002361574,0.000105968444,0.00006290611,0.0000050156696,0.00012202605,0.000044852557,0.00002580844],"category_scores_gemma":[0.000005977332,0.00012909228,0.000038565187,0.00014706604,0.00030628577,0.00005651837,0.00006162414,0.00010529192,9.159088e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033622884,0.00028735131,0.97349364,0.0002512226,0.00003698227,0.000001985707,0.0012544211,0.0000018813506,0.0005960528,0.0018641598,0.00013395172,0.021742122],"study_design_scores_gemma":[0.0014107242,0.00035373974,0.9950254,0.00009553912,0.0000355796,0.0000042953193,0.00077918207,0.00004344069,0.00024273178,0.0018582873,0.000034223558,0.00011684926],"about_ca_topic_score_codex":0.0023369107,"about_ca_topic_score_gemma":0.0009489122,"teacher_disagreement_score":0.021625273,"about_ca_system_score_codex":0.000007863231,"about_ca_system_score_gemma":0.000016609269,"threshold_uncertainty_score":0.52642304},"labels":[],"label_agreement":null},{"id":"W2124480078","doi":"10.1001/archpsyc.57.3.209","title":"A 40-Year Perspective on the Prevalence of Depression","year":2000,"lang":"en","type":"article","venue":"Archives of General Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":321,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Depression (economics); Dysphoria; Demography; Anxiety; Population; Psychology; Prevalence; Recall bias; Epidemiology; Psychiatry; Medicine; Clinical psychology; Internal medicine","score_opus":0.01781459034748407,"score_gpt":0.34207594482764714,"score_spread":0.3242613544801631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124480078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.760754,0.0011635588,0.0000036844103,0.001012711,0.0002885312,0.00025534365,0.000034298435,0.0000109565335,0.23647691],"genre_scores_gemma":[0.98578674,0.00017392119,0.0007661641,0.00032124043,0.00016733281,0.000029407052,0.0000029586322,0.0000122099245,0.012740015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905795,0.00014822482,0.00022304738,0.00024802005,0.00013515474,0.00018758209],"domain_scores_gemma":[0.9993189,0.000114307004,0.00010981116,0.00039976777,0.000009429022,0.000047758465],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006175005,0.00011459324,0.00013723099,0.000054689106,0.00010133719,0.0000034205725,0.00029121607,0.000034646626,0.004234753],"category_scores_gemma":[0.0000035173591,0.00007210229,0.000105835614,0.00008433686,0.00014735678,0.00002964541,0.00002320549,0.000115888164,0.000084796135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007783482,0.003722237,0.4097097,0.00060956593,0.0003619413,0.000004526425,0.013656919,0.00007051977,0.0019803126,0.39582607,0.016450526,0.1498242],"study_design_scores_gemma":[0.0014551554,0.00077218603,0.96311516,0.00025215445,0.000051397295,0.000004705354,0.0011099781,0.00005538927,0.0015726691,0.030995248,0.00046553553,0.00015043684],"about_ca_topic_score_codex":0.0002862311,"about_ca_topic_score_gemma":0.000012187444,"teacher_disagreement_score":0.55340546,"about_ca_system_score_codex":0.000007427796,"about_ca_system_score_gemma":0.00001758842,"threshold_uncertainty_score":0.9966755},"labels":[],"label_agreement":null},{"id":"W2125174171","doi":"10.1016/j.psym.2015.04.001","title":"Updates in Psychosomatic Medicine: 2014","year":2015,"lang":"en","type":"article","venue":"Psychosomatics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Psychosomatic medicine; Subspecialty; Specialty; Alternative medicine; Medical education; Medicine; MEDLINE; Psychosomatics; Family medicine; Psychology; Psychiatry; Pathology","score_opus":0.07729496424530997,"score_gpt":0.4214945261818355,"score_spread":0.34419956193652557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125174171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7846922,0.0025995572,0.00022132204,0.004078138,0.0036509656,0.000872275,0.000006651414,0.00016249396,0.20371635],"genre_scores_gemma":[0.99291784,0.00008005902,0.0018242089,0.0014983903,0.00036672174,0.00022606278,0.00004329571,0.000045380293,0.0029980193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979689,0.00015563783,0.00068769517,0.00035077197,0.00033953905,0.00049745495],"domain_scores_gemma":[0.99870485,0.00012961608,0.00018922567,0.00062104553,0.000042913856,0.0003123274],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044998003,0.00024912984,0.00037280432,0.0002506337,0.000058840993,0.000021395379,0.00036651542,0.00013304979,0.0024100582],"category_scores_gemma":[0.000039143906,0.00019914884,0.00004102646,0.00040409993,0.00010185444,0.0001404295,0.0000275399,0.00017818455,0.0046830876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013734019,0.0012035309,0.49507713,0.00015140635,0.000085587206,0.000047218822,0.011594057,0.0000033395506,0.00001703736,0.016407447,0.45386392,0.021411987],"study_design_scores_gemma":[0.0340051,0.00228853,0.5891147,0.0016641069,0.00020041374,0.00027854968,0.023587953,0.0016357254,0.00008511284,0.24171004,0.10342661,0.0020031256],"about_ca_topic_score_codex":0.00034884893,"about_ca_topic_score_gemma":0.000057471017,"teacher_disagreement_score":0.3504373,"about_ca_system_score_codex":0.000091982016,"about_ca_system_score_gemma":0.000016193773,"threshold_uncertainty_score":0.9985019},"labels":[],"label_agreement":null},{"id":"W2125365819","doi":"10.1017/s1041610207005935","title":"Health services use for mental health problems by community-living seniors with depression","year":2007,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St Mary's Hospital; McGill University","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Mental health; Depression (economics); Psychiatry; Bivariate analysis; Distress; Major depressive disorder; Medicine; Psychology; Social support; Multivariate analysis; Clinical psychology; Gerontology; Cognition","score_opus":0.02894714204183415,"score_gpt":0.39630675198216647,"score_spread":0.36735960994033234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125365819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97384274,0.0015144576,0.008359213,0.0057248394,0.0044518695,0.0025246,0.0010658144,0.00018892047,0.0023275586],"genre_scores_gemma":[0.98859894,0.00017695093,0.0028392342,0.0044370433,0.0002790144,0.000119462966,0.001411618,0.000057250363,0.0020804536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978597,0.0001798991,0.0006085608,0.00038559153,0.0003918453,0.0005743872],"domain_scores_gemma":[0.9983625,0.00040467546,0.00056101487,0.00031740236,0.000092647824,0.0002618026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012561944,0.00024037373,0.00026213768,0.00021942428,0.00074469513,0.000110387715,0.0004361973,0.00009158556,0.00014138078],"category_scores_gemma":[0.00000607106,0.00020376971,0.00006811885,0.00024183505,0.000034086774,0.00034569117,0.00006190892,0.00027357804,0.000023466815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030104304,0.00559635,0.63427114,0.0010340323,0.0005516721,0.000006215159,0.025842657,0.000024927165,0.00018388212,0.0017617318,0.14590922,0.18180774],"study_design_scores_gemma":[0.012432206,0.0036546018,0.5437714,0.001967658,0.000040816427,0.0001778969,0.010761792,0.00030665178,0.0001236681,0.0005279983,0.42507622,0.0011591143],"about_ca_topic_score_codex":0.0047631892,"about_ca_topic_score_gemma":0.0023791129,"teacher_disagreement_score":0.279167,"about_ca_system_score_codex":0.00036530293,"about_ca_system_score_gemma":0.00003690163,"threshold_uncertainty_score":0.83094877},"labels":[],"label_agreement":null},{"id":"W2125846135","doi":"","title":"Management of mental health problems by general practitioners in Quebec.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Psychosocial; Medicine; General practice; Family medicine; Nursing; Qualitative research; Psychiatry","score_opus":0.040542173705372844,"score_gpt":0.3426925892435226,"score_spread":0.30215041553814975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125846135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9482584,0.0036424114,0.000011441942,0.0027955822,0.0009769389,0.0026622782,0.0000424332,0.000028325421,0.04158219],"genre_scores_gemma":[0.973218,0.00018547657,0.00014150095,0.00038026713,0.00004948981,0.002972326,0.00016219117,0.0000116433475,0.022879101],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99882805,0.00009018202,0.00027723023,0.00014424536,0.00012956196,0.0005307551],"domain_scores_gemma":[0.999569,0.000009046019,0.00014621722,0.00012780062,0.000004301746,0.00014362193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003559296,0.00008868563,0.00013606431,0.00006780504,0.00004814447,0.000006982559,0.00007676021,0.000034260953,0.00022412882],"category_scores_gemma":[5.3517664e-7,0.000081087645,0.000024687608,0.00013361983,0.000023650318,0.00020238252,0.000026668129,0.000056011915,0.0000386882],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014894911,0.0028053662,0.15272193,0.00034521628,0.00014717772,0.0000045421953,0.003425563,0.0000011033642,0.0000062302965,0.012375474,0.08955708,0.7384614],"study_design_scores_gemma":[0.0018737147,0.00003306676,0.95520157,0.0000275363,0.000008213679,0.0000027763685,0.00095557136,0.0000012938272,0.00008777517,0.00005558713,0.04164016,0.00011274607],"about_ca_topic_score_codex":0.015475364,"about_ca_topic_score_gemma":0.0009591629,"teacher_disagreement_score":0.8024796,"about_ca_system_score_codex":0.00024947125,"about_ca_system_score_gemma":0.0000042916035,"threshold_uncertainty_score":0.99108064},"labels":[],"label_agreement":null},{"id":"W2125876524","doi":"10.4103/0019-5545.69209","title":"Indian - American contributions to psychiatric research","year":2010,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Diaspora; Psychology; Library science; Medicine; Sociology; Gender studies","score_opus":0.026805718178364166,"score_gpt":0.4522480125965142,"score_spread":0.42544229441815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125876524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954836,0.00043429717,0.00003299331,0.025329707,0.013122945,0.00044035976,0.00009276153,0.00002072629,0.005690207],"genre_scores_gemma":[0.99140495,0.000014975565,0.0032882304,0.0012098677,0.003552111,0.00003040236,0.0000068589557,0.000034451547,0.00045816752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970874,0.00032006367,0.0008025554,0.00028418758,0.0005645567,0.0009412079],"domain_scores_gemma":[0.9974785,0.00016411264,0.00050472183,0.0004848468,0.00039807742,0.0009697721],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018524625,0.0001964448,0.0003679669,0.0013902606,0.0006108613,0.00008628753,0.0007429808,0.00016383501,0.001748047],"category_scores_gemma":[0.00009947728,0.00016787791,0.00019203027,0.0017088548,0.00020894184,0.00013230824,0.00005109317,0.0018044736,0.0012849639],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096576056,0.0020819637,0.5805845,0.000058343325,0.00034109247,0.0006451266,0.007939059,0.000001703247,0.00027493623,0.04694816,0.24493055,0.11522876],"study_design_scores_gemma":[0.0057689277,0.0060764104,0.87806934,0.00017323976,0.00011098506,0.002983436,0.01574519,5.873508e-7,0.00016513639,0.025703117,0.0644951,0.00070853176],"about_ca_topic_score_codex":0.00035126015,"about_ca_topic_score_gemma":0.001901928,"teacher_disagreement_score":0.2974848,"about_ca_system_score_codex":0.00010358896,"about_ca_system_score_gemma":0.0004499248,"threshold_uncertainty_score":0.99949265},"labels":[],"label_agreement":null},{"id":"W2125921783","doi":"10.1258/rsmmsl.45.2.154","title":"Is There a Need for Elderly Forensic Psychiatric Services?","year":2005,"lang":"en","type":"review","venue":"Medicine Science and the Law","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Commit; Mental illness; Psychiatry; Forensic psychiatry; Mental health; Agency (philosophy); Service (business); Psychology; Medicine","score_opus":0.06524137495625057,"score_gpt":0.4362949245541078,"score_spread":0.3710535495978572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125921783","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006729136,0.9492926,0.000004736174,0.0048557445,0.0011317042,0.0021235747,0.000017317887,0.000023886882,0.042483166],"genre_scores_gemma":[0.00083377305,0.9889746,0.00005325613,0.0055673826,0.0011648145,0.00041437,0.000016342543,0.000022453172,0.002953033],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998082,0.000079231424,0.00044701688,0.00051805325,0.00038716575,0.00048657623],"domain_scores_gemma":[0.9987524,0.00028251065,0.000327812,0.00043197285,0.000065937566,0.00013932842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014882849,0.00029942984,0.00096391555,0.000155307,0.00076103164,0.00004964263,0.0007308042,0.000121570236,0.00040241925],"category_scores_gemma":[0.000008541183,0.00012942143,0.00013618381,0.0008160422,0.001496528,0.00011256326,0.000060401624,0.00019359142,0.00010085983],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002626334,0.000023924886,0.0000033056087,0.002339463,0.000027053316,0.0000012529496,0.0007620798,1.4243569e-9,8.2727425e-9,0.049294714,0.0023492961,0.9451726],"study_design_scores_gemma":[0.002152577,0.0003095091,0.000013220204,0.0017695063,0.0005767988,0.000038519087,0.0004055145,0.000006301878,4.764304e-8,0.0027316022,0.99186283,0.00013357143],"about_ca_topic_score_codex":0.000761872,"about_ca_topic_score_gemma":0.00013674225,"teacher_disagreement_score":0.9895135,"about_ca_system_score_codex":0.000044260363,"about_ca_system_score_gemma":0.000065276334,"threshold_uncertainty_score":0.58533174},"labels":[],"label_agreement":null},{"id":"W2126073837","doi":"10.1177/1363461507077720","title":"A Cross-National Study of the Stigmatization of Severe Psychiatric Illness: Historical Review, Methodological Considerations and Development of the Questionnaire","year":2007,"lang":"en","type":"review","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Comparability; Stigma (botany); Ethnography; Psychology; Meaning (existential); Public health; Mental illness; Social stigma; Psychiatry; Sociology; Clinical psychology; Social psychology; Mental health; Medicine; Psychotherapist; Anthropology","score_opus":0.2365953085636699,"score_gpt":0.48886109404325734,"score_spread":0.25226578547958745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126073837","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049817446,0.9883628,0.00005263791,0.0003097293,0.002195783,0.0035067224,0.000052383522,0.000016052796,0.00052217545],"genre_scores_gemma":[0.036983054,0.956652,0.0048075872,0.00020442031,0.00022042985,0.00048632998,0.00006023882,0.00004350366,0.00054243085],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9956426,0.001162552,0.0019834863,0.0004008924,0.0006201833,0.00019027096],"domain_scores_gemma":[0.9976893,0.0002662386,0.0013450144,0.00036723958,0.00027495887,0.0000572409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000920485,0.00036164033,0.0012848482,0.00010025975,0.00043204776,0.000009374116,0.00036022736,0.00029099255,0.00022380399],"category_scores_gemma":[0.000094524425,0.0001706779,0.00038621677,0.0006875771,0.00016178678,0.00006837311,0.000042818763,0.0003774503,0.0000025168317],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001917578,0.009792142,0.057138845,0.20257063,0.0024201842,0.0000013603334,0.013725994,0.000011924118,0.0000018425455,0.015313103,0.00785757,0.69097465],"study_design_scores_gemma":[0.009859068,0.0012451237,0.6573059,0.12108518,0.011010835,0.00055236847,0.002862844,0.000002468282,0.0000074666677,0.0032506643,0.19031544,0.0025026482],"about_ca_topic_score_codex":0.000072012044,"about_ca_topic_score_gemma":0.00028815627,"teacher_disagreement_score":0.68847203,"about_ca_system_score_codex":0.00018082919,"about_ca_system_score_gemma":0.00033706648,"threshold_uncertainty_score":0.6960043},"labels":[],"label_agreement":null},{"id":"W2126769666","doi":"10.5539/gjhs.v7n3p46","title":"Reliability and Validity of the Workplace Social Distance Scale","year":2014,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Uehiro Foundation on Ethics and Education","keywords":"Reliability (semiconductor); Scale (ratio); Validity; Psychology; Applied psychology; Social psychology; Psychometrics; Clinical psychology; Geography","score_opus":0.03746862696517079,"score_gpt":0.40429251523658194,"score_spread":0.36682388827141116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126769666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921932,0.0003287736,0.00038614305,0.003443765,0.0012237958,0.00014435413,0.000008591438,0.0000033365716,0.0022679977],"genre_scores_gemma":[0.999112,0.000016724276,0.00032385072,0.00042349967,0.000080849444,9.803191e-7,8.48269e-8,0.0000015450529,0.000040458144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983679,0.00022729734,0.00048709492,0.00015966374,0.00045255857,0.00030546408],"domain_scores_gemma":[0.99882144,0.00005762596,0.00068078935,0.00016994202,0.00012486326,0.00014532212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033588104,0.000069349946,0.00022143802,0.000020985775,0.0005695951,0.000019537347,0.00043408005,0.000030270761,0.000021676566],"category_scores_gemma":[0.000058518133,0.000041947347,0.00004831924,0.0004472575,0.00073104224,0.00015949368,0.00007017292,0.00012610975,0.0000025831612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011990986,0.0001908277,0.92799824,0.000083606894,0.0000028379375,6.872263e-7,0.0004377159,0.0000031777847,0.000017047,0.0047600716,0.0019362607,0.06444959],"study_design_scores_gemma":[0.0004172147,0.00017958145,0.99515754,0.00005488434,0.0000045260467,0.00004351712,0.00016838341,0.000013944009,0.000033739256,0.0029629404,0.0009291072,0.00003459278],"about_ca_topic_score_codex":0.00014754033,"about_ca_topic_score_gemma":0.00003089319,"teacher_disagreement_score":0.0671593,"about_ca_system_score_codex":0.00021119101,"about_ca_system_score_gemma":0.00019231765,"threshold_uncertainty_score":0.43809226},"labels":[],"label_agreement":null},{"id":"W2127068156","doi":"10.5539/gjhs.v4n3p13","title":"Determinants of the Utilization of Diversified Types of Professionals for Mental Health Reasons in a Montreal (Canadian) Catchment Area","year":2012,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Douglas College","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Diversity (politics); Catchment area; Inclusion (mineral); Mental health service; Health professionals; Service (business); Psychology; Set (abstract data type); Psychiatry; Nursing; Medicine; Health care; Geography; Political science; Drainage basin; Business; Social psychology","score_opus":0.08531232060774424,"score_gpt":0.44331757327370264,"score_spread":0.3580052526659584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127068156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941445,0.0019581849,0.000014931376,0.001695989,0.0010264697,0.0006983215,0.00017402356,8.9625684e-7,0.00028668207],"genre_scores_gemma":[0.99937487,0.00007915084,0.00023184369,0.00026186783,0.000016257045,0.0000049653963,0.0000022112301,0.0000021547119,0.000026691136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981385,0.000119936536,0.00078268093,0.00010473692,0.00039750888,0.0004566722],"domain_scores_gemma":[0.99808675,0.000038399543,0.0013233373,0.00013503544,0.00014407921,0.0002724089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018700555,0.00007760891,0.00032264602,0.00013528443,0.00021070482,0.0000028863278,0.00034204498,0.000034142085,0.000027352884],"category_scores_gemma":[0.00003334169,0.00005082938,0.000058105452,0.00049017323,0.00017357121,0.00018523425,0.000041792224,0.00005751545,7.1153283e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017640364,0.00047279612,0.958223,0.0001352039,0.000006680789,4.1477307e-7,0.0018546579,0.0000031690022,0.000011737144,0.0006587524,0.0011283696,0.037328806],"study_design_scores_gemma":[0.0008983253,0.00037189154,0.9959996,0.0004862192,0.000005701894,0.000025251125,0.0016738798,0.000034930847,0.00027679544,0.00013594555,0.00005714,0.000034371726],"about_ca_topic_score_codex":0.03627956,"about_ca_topic_score_gemma":0.016429057,"teacher_disagreement_score":0.037776537,"about_ca_system_score_codex":0.00054797385,"about_ca_system_score_gemma":0.0011683739,"threshold_uncertainty_score":0.97013795},"labels":[],"label_agreement":null},{"id":"W2127215785","doi":"10.1503/cmaj.111035","title":"Rethinking recommendations for screening for depression in primary care","year":2011,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":225,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; National Center for Complementary and Integrative Health; National Institute for Health and Care Research","keywords":"Primary care; Depression (economics); Medicine; Psychiatry; Family medicine","score_opus":0.12802767320337927,"score_gpt":0.4260759389683364,"score_spread":0.29804826576495713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127215785","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000088194,0.9890209,0.00037514826,0.001206567,0.0031853765,0.0015997351,0.00039500868,0.000013969254,0.0041944883],"genre_scores_gemma":[0.000022312248,0.988449,0.0023768733,0.0025522427,0.0024283815,0.00094351865,0.0019872696,0.00006924414,0.0011711784],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745166,0.000350712,0.00093456724,0.00028415947,0.00032818585,0.000650739],"domain_scores_gemma":[0.9972844,0.0007970685,0.00078182225,0.000122027785,0.000182883,0.0008317596],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018478496,0.00022324717,0.00077130453,0.00043649747,0.0005665673,0.0000608845,0.00034310823,0.0011051905,0.0018915639],"category_scores_gemma":[0.00034351923,0.0001954369,0.00033160934,0.00018220524,0.0000118926455,0.00010365577,0.000017391854,0.0010917782,0.000033154723],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007725482,0.000018291326,0.0006046156,0.0013048806,0.000093706105,0.000019774921,0.00087367994,1.1649394e-8,5.228637e-10,0.00011916508,0.044710223,0.9522479],"study_design_scores_gemma":[0.0010261267,0.000043301392,0.00024355762,0.009249051,0.00016438756,0.000051484956,0.00023762464,0.0000015894797,1.3220357e-8,0.00020131168,0.9886079,0.000173681],"about_ca_topic_score_codex":0.0018074765,"about_ca_topic_score_gemma":0.018377079,"teacher_disagreement_score":0.9520742,"about_ca_system_score_codex":0.0030580894,"about_ca_system_score_gemma":0.0018000756,"threshold_uncertainty_score":0.99953496},"labels":[],"label_agreement":null},{"id":"W2128072846","doi":"10.12927/hcpol.2013.21647","title":"Increasing Access to Cognitive-Behavioural Therapy (CBT) for the Treatment of Mental Illness in Canada: A Research Framework and Call for Action","year":2010,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Mental health; Cognition; Service delivery framework; Medicine; Mental illness; Psychology; Service (business); Psychiatry; Business; Political science","score_opus":0.3166069820416664,"score_gpt":0.5643839024865759,"score_spread":0.2477769204449095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128072846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97231066,0.0006243869,0.000021083939,0.02075197,0.0006331395,0.005205994,0.0004037937,0.000009055113,0.000039898685],"genre_scores_gemma":[0.9945508,0.00043441195,0.00012449108,0.0010890787,0.00036021796,0.0032864115,0.00004756529,0.000027850141,0.000079157675],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983302,0.00022459328,0.0003078112,0.0003194562,0.00018770563,0.00063023815],"domain_scores_gemma":[0.99747485,0.0018575253,0.00009170196,0.00021252684,0.00014555096,0.00021786091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004556495,0.00015772662,0.00025418616,0.00021606762,0.0005121786,0.000036028658,0.00016620755,0.00012299661,0.000029479941],"category_scores_gemma":[0.00008341983,0.00011129084,0.00004122102,0.00032448545,0.00007105811,0.000075468546,0.000026986547,0.00020835914,0.0000010777482],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033728124,0.00036715827,0.2394471,0.00009365534,0.00003617993,0.0000027907292,0.007482678,1.2657321e-7,0.00010457501,0.0022060124,0.00027738625,0.7466095],"study_design_scores_gemma":[0.0042225723,0.0017787017,0.9784969,0.00013742739,0.000015047353,0.000018687319,0.005998865,0.000035516285,0.0019488012,0.0008446259,0.006312154,0.00019071127],"about_ca_topic_score_codex":0.9876356,"about_ca_topic_score_gemma":0.97023827,"teacher_disagreement_score":0.74641883,"about_ca_system_score_codex":0.0009149976,"about_ca_system_score_gemma":0.0007327505,"threshold_uncertainty_score":0.45383087},"labels":[],"label_agreement":null},{"id":"W2128520220","doi":"","title":"Treatment and follow-up of anxiety and depression in clinical-scenario patients: survey of Saskatchewan family physicians.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Depression (economics); Anxiety; Major depressive episode; Medicine; Pharmacotherapy; Family medicine; Generalized anxiety disorder; Health care; MEDLINE; Psychiatry; Mood","score_opus":0.06530767908960984,"score_gpt":0.34607476990003955,"score_spread":0.2807670908104297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128520220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99598545,0.0016267716,0.0000013258115,0.000012189543,0.0006035293,0.0009120865,0.00006290274,0.000006916854,0.00078880513],"genre_scores_gemma":[0.99897426,0.00025990105,0.000024956313,0.000053789307,0.000034271343,0.0003137413,0.00005147702,0.000011014987,0.00027657233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986381,0.0002789373,0.000460539,0.00021665168,0.000085064625,0.00032069843],"domain_scores_gemma":[0.9992453,0.00018690103,0.00022392775,0.000191447,0.00003396459,0.00011848607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048314166,0.00012537399,0.00035545218,0.0000520132,0.000028759629,0.000003904944,0.0000544378,0.00009819128,0.000007871441],"category_scores_gemma":[0.000027426904,0.00009626351,0.000040213836,0.00011463307,0.00007342123,0.00011018031,0.000039739,0.000058316673,0.0000015227595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025056186,0.00081436825,0.57100874,0.000016835487,0.000025821595,1.6234685e-7,0.0011762293,1.5599527e-8,0.0000018477629,0.0000017535424,0.000054562508,0.42664912],"study_design_scores_gemma":[0.004824627,0.000109813525,0.9941717,0.000015714953,0.000029492652,2.557651e-7,0.00051863317,0.0000011287094,0.00014336323,0.0000070634665,0.00010359809,0.00007460499],"about_ca_topic_score_codex":0.0076594856,"about_ca_topic_score_gemma":0.0012147091,"teacher_disagreement_score":0.4265745,"about_ca_system_score_codex":0.000037788668,"about_ca_system_score_gemma":0.0000063919438,"threshold_uncertainty_score":0.9989486},"labels":[],"label_agreement":null},{"id":"W2128635334","doi":"10.1176/ps.2007.58.7.962","title":"Use of Mental Health Care Services by Canadians With Co-occurring Substance Dependence and Mental Disorders","year":2007,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Eli Lilly Canada","keywords":"Mental health; Addiction; Population; Psychiatry; Substance use; Mental illness; Psychology; Medicine; Demography; Environmental health; Sociology","score_opus":0.010364797645715053,"score_gpt":0.3152090952339427,"score_spread":0.3048442975882276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128635334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748322,0.020958757,0.000010490039,0.00060039706,0.0005398659,0.0008280978,0.0005664157,0.000048084952,0.0016157363],"genre_scores_gemma":[0.9962529,0.0005357298,0.0006519035,0.0020637661,0.000050751092,0.000024454603,0.00029128246,0.000033121887,0.00009608619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807936,0.00005615843,0.00042017028,0.0005031722,0.0003071502,0.0006339853],"domain_scores_gemma":[0.9989588,0.000057462217,0.0003499658,0.00028072347,0.000027838814,0.00032521016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014692743,0.00027747592,0.0002912219,0.00017159362,0.00043743136,0.000044755365,0.000267789,0.000082722436,0.00012255661],"category_scores_gemma":[1.6668555e-7,0.00024302918,0.000036416994,0.000380059,0.00005836754,0.00035367135,0.000022444003,0.00012906443,0.0000104324845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041607185,0.00020012583,0.96484417,0.0009122487,0.00008079093,0.000003763685,0.022227338,5.9680775e-7,0.000012374734,0.000118786906,0.00075195765,0.010431777],"study_design_scores_gemma":[0.00788709,0.0020142691,0.77404684,0.00034576742,0.00012490556,0.000071260794,0.16730174,0.000058710357,0.00028717832,0.000067358545,0.046547804,0.0012470526],"about_ca_topic_score_codex":0.13197981,"about_ca_topic_score_gemma":0.4393162,"teacher_disagreement_score":0.3073364,"about_ca_system_score_codex":0.00013263129,"about_ca_system_score_gemma":0.000034665565,"threshold_uncertainty_score":0.9910442},"labels":[],"label_agreement":null},{"id":"W2128720665","doi":"10.12927/whp.2009.20868","title":"Mental Health Symptoms among Rural-to-Urban Migrants in China: A Comparison with Their Urban and Rural Counterparts","year":2009,"lang":"en","type":"article","venue":"World health & population","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center","keywords":"China; Environmental health; Mental health; Socioeconomics; Public health; Geography; Rural area; Medicine; Economic growth; Sociology; Psychiatry; Nursing; Economics","score_opus":0.015655109103733612,"score_gpt":0.34912488103510575,"score_spread":0.3334697719313721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128720665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839633,0.0019893877,0.000018366794,0.010648971,0.00043512514,0.0023916357,0.000047694466,0.000102326725,0.00040320394],"genre_scores_gemma":[0.99446416,0.000030120535,0.00008616135,0.0039706454,0.0001393566,0.00008368901,0.0006914194,0.000029533698,0.0005049218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734944,0.0002827937,0.0008368092,0.00041270943,0.0002671892,0.0008510622],"domain_scores_gemma":[0.9987904,0.000030850446,0.0004329392,0.0002840785,0.000014790945,0.00044694394],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004188092,0.00032707772,0.00062078144,0.00040810695,0.0005095136,0.000051576066,0.00012032843,0.000066781744,0.0000651703],"category_scores_gemma":[0.0000018386105,0.0002681822,0.00003754372,0.00055168837,0.000038658593,0.000254162,0.000020840549,0.00026555485,0.000018409388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052537385,0.0003553485,0.92955285,0.00005726268,0.000012191563,0.0000022002307,0.01421597,0.000016710683,0.0000011535514,0.00065017375,0.008199408,0.04641137],"study_design_scores_gemma":[0.0022269883,0.0011636663,0.9933032,0.0006916163,0.0000045873126,0.000005974249,0.0009606104,0.00046295067,0.0000017843028,0.00008905748,0.00087043556,0.00021916999],"about_ca_topic_score_codex":0.022624899,"about_ca_topic_score_gemma":0.039673083,"teacher_disagreement_score":0.06375032,"about_ca_system_score_codex":0.0006200759,"about_ca_system_score_gemma":0.000038721977,"threshold_uncertainty_score":0.99997705},"labels":[],"label_agreement":null},{"id":"W2129112369","doi":"10.1002/jclp.20231","title":"Utilization of mental health care services among older adults with depression","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":185,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Depression (economics); Mental health; Marital status; Psychology; Psychiatry; Gerontology; Medicine; Population; Environmental health","score_opus":0.07570334431055749,"score_gpt":0.522424293326157,"score_spread":0.44672094901559956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129112369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869753,0.005144171,0.00011504947,0.0007968117,0.0018595337,0.0003559144,0.00001384119,0.000011487008,0.004727885],"genre_scores_gemma":[0.9975567,0.00022513742,0.00052015967,0.0010702477,0.00043545433,0.000005326551,0.000044471937,0.000019602456,0.00012290636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692535,0.00041633073,0.0018389587,0.00027780602,0.00026985057,0.0002717238],"domain_scores_gemma":[0.9970872,0.00014633343,0.0021706745,0.00025291293,0.00017951195,0.0001633742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057295547,0.0001543384,0.00063619233,0.00013701871,0.00009108791,0.000006914155,0.00024722551,0.0002214033,0.000444276],"category_scores_gemma":[0.000006718731,0.00010386304,0.0001601368,0.000158884,0.00014415193,0.00014736407,0.00002228422,0.00032695947,0.000015002277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035206184,0.001432194,0.87519884,0.00013414248,0.00006860123,0.000029968951,0.0012699538,0.0000022087372,0.0000027383248,0.00007461336,0.0060502086,0.11221593],"study_design_scores_gemma":[0.009309601,0.0022511962,0.985069,0.00052315125,0.000031008745,0.00007205927,0.0012887807,0.0000047732283,0.000030945448,0.00007223607,0.0012620437,0.00008524187],"about_ca_topic_score_codex":0.00035631718,"about_ca_topic_score_gemma":0.0005402937,"teacher_disagreement_score":0.11213069,"about_ca_system_score_codex":0.000028526178,"about_ca_system_score_gemma":0.000038088558,"threshold_uncertainty_score":0.48645106},"labels":[],"label_agreement":null},{"id":"W2130642760","doi":"","title":"Mental health care in the primary care setting: family physicians' perspectives.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saskatchewan Health Quality Council","funders":"","keywords":"Mental health; Medicine; Family medicine; Health care; Primary care; Nursing; Patient satisfaction; Psychiatry","score_opus":0.029604081265313126,"score_gpt":0.3140439236622131,"score_spread":0.2844398423969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130642760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8700168,0.027405394,6.2136155e-7,0.0031355887,0.00052029616,0.002378611,0.000075051204,0.00005277443,0.09641487],"genre_scores_gemma":[0.9913472,0.00016825703,0.000027908141,0.005375659,0.00021308205,0.002078454,0.00020979579,0.00001912605,0.0005605418],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983893,0.00022985571,0.00021402608,0.00034122876,0.00023106889,0.00059453177],"domain_scores_gemma":[0.9994903,0.000040139872,0.00009441213,0.00027957992,0.000022894847,0.00007268098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001431244,0.00015547413,0.00019430163,0.00007350722,0.00039932985,0.000015285235,0.00024770806,0.000050745468,0.000019586005],"category_scores_gemma":[0.0000022597849,0.00011776244,0.00006949855,0.00021329036,0.00007838215,0.000090367954,0.000033272332,0.00019642625,0.00004038132],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014672457,0.00039700416,0.04111141,0.00010572844,0.000029346493,0.000060231752,0.41020435,2.9977278e-7,9.0583706e-7,0.0003436263,0.019015377,0.528585],"study_design_scores_gemma":[0.001097545,0.0000629729,0.8198769,0.0000108113645,0.000003932237,0.000011187804,0.17008461,1.2087747e-7,0.0000050167673,0.000006493986,0.008746468,0.00009391493],"about_ca_topic_score_codex":0.00072717847,"about_ca_topic_score_gemma":0.00015220219,"teacher_disagreement_score":0.7787655,"about_ca_system_score_codex":0.0007471577,"about_ca_system_score_gemma":0.000041629333,"threshold_uncertainty_score":0.4802213},"labels":[],"label_agreement":null},{"id":"W2130770552","doi":"10.1176/ps.2007.58.3.357","title":"Perceived Barriers to Mental Health Service Utilization in the United States, Ontario, and the Netherlands","year":2007,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":462,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Mental health; Mental health service; Service (business); MEDLINE; Environmental health; Psychology; Gerontology; Medicine; Psychiatry; Business; Political science; Marketing","score_opus":0.02484754145812599,"score_gpt":0.34797545414984177,"score_spread":0.32312791269171576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130770552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96072316,0.0015999795,0.00001784984,0.032057002,0.0006751527,0.0013554709,0.000016546352,0.00003168852,0.0035231335],"genre_scores_gemma":[0.92080086,0.00036245113,0.00009545194,0.077963956,0.00011597508,0.0000706704,0.00034440644,0.000017845357,0.00022836798],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99829024,0.0003243943,0.00039652915,0.00030578356,0.00023039588,0.00045263226],"domain_scores_gemma":[0.9991423,0.00016560945,0.00014385612,0.00030058483,0.00003400128,0.00021363226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013002586,0.00018673463,0.00019136415,0.00022689527,0.00055424555,0.000066061824,0.00037735785,0.00006636234,0.0007395678],"category_scores_gemma":[0.000002015201,0.00010618287,0.000026260035,0.0013659148,0.000030259442,0.00008044433,0.000038801572,0.00018980811,0.00004350945],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028371396,0.00032352898,0.4513634,0.00018686107,0.000078854966,0.0000057432176,0.5256932,0.00002812035,8.552378e-7,0.0018963468,0.0054047797,0.012181154],"study_design_scores_gemma":[0.0048754658,0.0002325087,0.84157234,0.000018028471,0.00002564576,0.000015157572,0.08425808,0.00025457967,4.504447e-7,0.0004916698,0.068097666,0.00015837229],"about_ca_topic_score_codex":0.2922661,"about_ca_topic_score_gemma":0.5694904,"teacher_disagreement_score":0.44143513,"about_ca_system_score_codex":0.00011911636,"about_ca_system_score_gemma":0.000046911642,"threshold_uncertainty_score":0.8097749},"labels":[],"label_agreement":null},{"id":"W2130914563","doi":"10.1192/bjp.bp.112.112912","title":"Experiences of discrimination among people Using mental health services in England 2008-2011","year":2013,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":170,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"King's College London; Guy's and St Thomas' Charity; National Institute for Health and Care Research; Government of the United Kingdom; Maudsley Charity; Comic Relief; South London and Maudsley NHS Foundation Trust","keywords":"Austerity; Mental health; Stigma (botany); Psychology; Scale (ratio); Medicine; Psychiatry; Clinical psychology; Political science; Geography","score_opus":0.015788974042117435,"score_gpt":0.3210969970931755,"score_spread":0.3053080230510581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130914563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98694736,0.009315947,0.00000997041,0.00087964616,0.0021896889,0.0003191761,0.0000061370642,0.0000038339012,0.0003282615],"genre_scores_gemma":[0.99883646,0.00027017802,0.00039704298,0.00017403634,0.00021427164,0.000013336557,0.0000051556385,0.000009970675,0.00007955586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986379,0.00020535951,0.00061274273,0.00010534188,0.00021136309,0.00022729918],"domain_scores_gemma":[0.9990965,0.000026686406,0.0006543453,0.00009699193,0.000044765286,0.00008070879],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043226854,0.00008927363,0.0002371702,0.000082664505,0.0002857679,0.000074056115,0.00025617136,0.00004334784,0.0009551407],"category_scores_gemma":[0.000001409696,0.00007116291,0.000062532665,0.00012576164,0.00006330159,0.00039071304,0.000023667822,0.00016256273,0.000009574387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015859686,0.0011354813,0.74926215,0.000292687,0.00007492622,0.000012120129,0.18899024,0.000008332955,0.0000291998,0.00014263333,0.0030894342,0.056804214],"study_design_scores_gemma":[0.0016169525,0.0002499644,0.87624013,0.000736627,0.000012539401,0.0004661858,0.11978654,0.00006432341,0.000015690233,0.00069979404,0.00003332075,0.000077901896],"about_ca_topic_score_codex":0.022505563,"about_ca_topic_score_gemma":0.014910149,"teacher_disagreement_score":0.12697802,"about_ca_system_score_codex":0.000042728007,"about_ca_system_score_gemma":0.00004368569,"threshold_uncertainty_score":0.9999581},"labels":[],"label_agreement":null},{"id":"W2130918319","doi":"10.1177/070674370605101006","title":"Cost-Effectiveness of Cognitive-Behavioural Therapy for Mental Disorders: Implications for Public Health Care Funding Policy in Canada","year":2006,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Mental health; Psychiatry; Anxiety; Medicine; Public health; Cognitive behavioral therapy; Cognitive therapy; Health care; Mood; Mood disorders; Health economics; Pharmacotherapy; MEDLINE; Cognition; Economic cost; Economic evaluation; Cost effectiveness; Psychology; Nursing; Political science","score_opus":0.20312264848638378,"score_gpt":0.4707700897491404,"score_spread":0.26764744126275664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130918319","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018601584,0.97815293,0.00003779878,0.005266773,0.0024394947,0.007076304,0.004999662,0.0000025777192,0.00016429169],"genre_scores_gemma":[0.2529593,0.73753774,0.0002642813,0.0009419583,0.001330035,0.003767825,0.0028651252,0.0002272912,0.00010639261],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725425,0.0005388734,0.0010606908,0.00023682033,0.0001219685,0.00078738667],"domain_scores_gemma":[0.9972212,0.0006177374,0.001326646,0.00023244924,0.00013865066,0.0004633447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007869343,0.00033107682,0.001120396,0.0006293257,0.00055113545,0.00004252511,0.000546136,0.00014140981,0.000026543015],"category_scores_gemma":[0.000022444694,0.00024246186,0.0004378123,0.00047342756,0.00008372183,0.000079854835,0.000008279626,0.00033834224,5.7020065e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008234322,0.00012037915,0.041521337,0.0035331398,0.00026055664,8.8626797e-7,0.0006099898,3.761321e-7,4.5663944e-9,0.0064515416,0.0027710148,0.94464844],"study_design_scores_gemma":[0.010101975,0.0017713645,0.1480104,0.016625721,0.0005795054,0.00019426973,0.007690559,4.8794953e-7,2.0036266e-7,0.0030055868,0.81115776,0.000862182],"about_ca_topic_score_codex":0.96836245,"about_ca_topic_score_gemma":0.9991212,"teacher_disagreement_score":0.94378626,"about_ca_system_score_codex":0.004840023,"about_ca_system_score_gemma":0.0370655,"threshold_uncertainty_score":0.9989802},"labels":[],"label_agreement":null},{"id":"W2130942973","doi":"10.4314/ajpsy.v16i4.35","title":"The role of psycho-education in improving outcome at a general hospital psychiatry clinic in Uganda","year":2013,"lang":"en","type":"article","venue":"African Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychoeducation; Medicine; Attendance; Psychosocial; Psychological intervention; Mental illness; Psychiatry; Intervention (counseling); Outpatient clinic; Clinical Global Impression; Mental health; Family medicine; Alternative medicine","score_opus":0.010345633046462502,"score_gpt":0.3394645189436966,"score_spread":0.3291188858972341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130942973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97012,0.008689537,0.0000030543233,0.0050798133,0.008921692,0.00049978,0.000004171006,0.000006332077,0.0066755894],"genre_scores_gemma":[0.99598455,0.000075430544,0.0018917468,0.0002922794,0.00061738456,0.00005219881,0.0000024525264,0.000028081993,0.0010558886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971665,0.00021865556,0.0016446117,0.0002446219,0.00027020674,0.0004553811],"domain_scores_gemma":[0.99799174,0.00010638909,0.0012782151,0.00036932045,0.0000891563,0.00016515807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006775681,0.00021041508,0.00040539878,0.00032510367,0.00012637358,0.00003401394,0.00050530495,0.000130047,0.0006154312],"category_scores_gemma":[0.000020791958,0.00014821737,0.00020413296,0.00040644457,0.000089083616,0.00023962901,0.00004407909,0.0004647304,0.00010716778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023321902,0.0012287946,0.9503841,0.000026601352,0.000040165974,0.0000014177128,0.0010186664,8.098451e-7,0.00003090975,0.0015738526,0.0028826208,0.04257888],"study_design_scores_gemma":[0.0023447797,0.0008266192,0.9682572,0.000109329856,0.00002948509,0.00003455021,0.014176419,0.000011363576,0.0000095668875,0.013409553,0.00062160747,0.00016956415],"about_ca_topic_score_codex":0.000996298,"about_ca_topic_score_gemma":0.0013092131,"teacher_disagreement_score":0.042409312,"about_ca_system_score_codex":0.00016421782,"about_ca_system_score_gemma":0.0003568068,"threshold_uncertainty_score":0.67385405},"labels":[],"label_agreement":null},{"id":"W2131083792","doi":"10.1192/apt.bp.107.004366","title":"Improving mental healthcare for ethnic minorities","year":2008,"lang":"en","type":"article","venue":"Advances in Psychiatric Treatment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"University of Cambridge; University of Central Lancashire","keywords":"Ethnic group; Statutory law; Multiculturalism; Government (linguistics); Mental health; Service (business); Face (sociological concept); Public relations; Mental illness; Set (abstract data type); Health care; Race (biology); Nursing; Medicine; Political science; Business; Sociology; Psychiatry; Computer science; Law; Marketing; Gender studies","score_opus":0.0499283193686553,"score_gpt":0.41279967941329176,"score_spread":0.3628713600446365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131083792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7422223,0.23910893,0.00019093264,0.0011574313,0.0067683347,0.0033243762,0.00019332717,0.00015404678,0.006880291],"genre_scores_gemma":[0.9791055,0.009154236,0.004455377,0.0003167303,0.00044783665,0.0023286978,0.00012925925,0.000041985364,0.0040203985],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99802196,0.00007367936,0.00049635035,0.00057929265,0.00015675806,0.00067193364],"domain_scores_gemma":[0.99917096,0.00014778611,0.0001819609,0.00033938917,0.000022652273,0.00013725023],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008203765,0.00031410347,0.0003585121,0.00022216233,0.00040005991,0.000007914561,0.00016510513,0.000109656554,0.00014645819],"category_scores_gemma":[0.0000035260157,0.00026281757,0.00015082982,0.0003420035,0.00007324553,0.00026362663,0.000019355717,0.0000922004,0.000071857976],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079500955,0.0019716264,0.1737179,0.00017957883,0.00006632146,0.000060938357,0.0049204133,0.0000052471596,0.0000042143456,0.0048305425,0.0008058211,0.8126424],"study_design_scores_gemma":[0.0961285,0.032347534,0.50570834,0.00030913771,0.00051286956,0.0009716877,0.024728738,0.00031018053,0.00091547286,0.017060675,0.31691155,0.004095328],"about_ca_topic_score_codex":0.0014999324,"about_ca_topic_score_gemma":0.0017360593,"teacher_disagreement_score":0.8085471,"about_ca_system_score_codex":0.0005422236,"about_ca_system_score_gemma":0.0000513254,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W2131596404","doi":"10.1016/j.schres.2011.09.002","title":"Parsing the relationship of stigma and insight to psychological well-being in psychotic disorders","year":2011,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Hostility; Internalization; Stigma (botany); Psychology; Anxiety; Psychological intervention; Clinical psychology; Mental illness; Psychosis; Anger; Psychiatry; Perception; Mental health; Medicine","score_opus":0.19156038631736352,"score_gpt":0.4590868376554704,"score_spread":0.26752645133810693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131596404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92621547,0.0004064002,0.000018189205,0.0014545356,0.00021447527,0.00077754917,0.000001440644,0.000015614687,0.07089635],"genre_scores_gemma":[0.9986768,0.000048806753,0.0005581574,0.000086910484,0.00004232858,0.00013658029,0.0000026876887,0.000015193334,0.00043254416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977372,0.0007255313,0.00033150284,0.00039547426,0.00031168928,0.0004985511],"domain_scores_gemma":[0.9985729,0.000783238,0.000045721805,0.00041607712,0.000036264544,0.00014580025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013619822,0.00011719483,0.00016568712,0.00039781784,0.0003388929,0.000023575925,0.00032822086,0.000114825016,0.00067112653],"category_scores_gemma":[0.00012428284,0.00007968174,0.000031039148,0.0009410783,0.00027994078,0.00008424882,0.00009642649,0.0005782617,0.00024491537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00402301,0.0008284881,0.71571773,0.00005275178,0.000023086866,0.000022964601,0.015006743,8.128372e-7,0.000064810156,0.14104503,0.00080069085,0.122413866],"study_design_scores_gemma":[0.00127276,0.0003563188,0.93722594,0.0000791933,0.000003845225,0.0000045828924,0.0007186259,0.00000717425,0.000038644317,0.06006506,0.00014826127,0.00007959148],"about_ca_topic_score_codex":0.00064388255,"about_ca_topic_score_gemma":0.0007216984,"teacher_disagreement_score":0.2215082,"about_ca_system_score_codex":0.00003703922,"about_ca_system_score_gemma":0.00001412557,"threshold_uncertainty_score":0.7348365},"labels":[],"label_agreement":null},{"id":"W2131600155","doi":"10.1177/070674370404901205","title":"Impact of Culture on Depressive Symptoms of Elderly Chinese Immigrants","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Immigration; Mental health; Ethnic group; Depression (economics); Quarter (Canadian coin); Depressive symptoms; Medicine; Chinese americans; China; Gerontology; Chinese culture; Telephone interview; Telephone survey; Psychology; Chinese people; Geriatric Depression Scale; Clinical psychology; Psychiatry; Anxiety; Sociology; Geography","score_opus":0.011194865360171355,"score_gpt":0.3346325034421971,"score_spread":0.32343763808202575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131600155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99089354,0.0032240907,0.0000038504063,0.001318735,0.0015970714,0.00017929038,0.00007864912,0.000002208241,0.002702533],"genre_scores_gemma":[0.9992709,0.000011216582,0.000090249516,0.00017651559,0.00028557706,0.0000022151494,0.000003309759,0.000015025665,0.0001449923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988926,0.00007689937,0.0004701873,0.00009795042,0.00017699522,0.00028538765],"domain_scores_gemma":[0.99862075,0.000027493767,0.000634981,0.0002710635,0.000100521924,0.00034517873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016009128,0.00015846908,0.00029853536,0.00019397654,0.00015584873,0.000012392206,0.00040841434,0.00010571023,0.00040898976],"category_scores_gemma":[0.0000115084795,0.000084722546,0.00027952692,0.00022925614,0.00010946752,0.00007054684,0.00000455456,0.00029631253,0.000017308827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004642266,0.00032477404,0.9775879,0.000039346396,0.0006789999,0.00005563022,0.005059863,0.00021592584,0.000048843274,0.005339488,0.0035800724,0.006604951],"study_design_scores_gemma":[0.0028888998,0.0032041215,0.97891045,0.0003050531,0.000090840294,0.00020156734,0.0004178021,3.862412e-7,0.000054879485,0.013795328,0.000027394559,0.00010328071],"about_ca_topic_score_codex":0.07777906,"about_ca_topic_score_gemma":0.17916425,"teacher_disagreement_score":0.10138518,"about_ca_system_score_codex":0.00014404624,"about_ca_system_score_gemma":0.00082892604,"threshold_uncertainty_score":0.9283621},"labels":[],"label_agreement":null},{"id":"W2131678442","doi":"10.1002/gps.4191","title":"Community mental health teams for older people: variations in case mix and service receipt (I)","year":2014,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Programme Grants for Applied Research; National Institute for Health and Care Research","keywords":"Receipt; Quarter (Canadian coin); Mental health; Case mix index; Service (business); Sample (material); Medicine; Medical diagnosis; Psychology; Family medicine; Gerontology; Psychiatry; Business; Geography","score_opus":0.017283184370585365,"score_gpt":0.36909797744803613,"score_spread":0.3518147930774508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131678442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9463327,0.00085798436,0.0015375611,0.04060336,0.0093324445,0.00043529546,0.00009475096,0.000011880889,0.0007940091],"genre_scores_gemma":[0.9912138,0.00008624205,0.004347159,0.0032383613,0.0008506556,0.000025982212,0.00004807377,0.000017977669,0.00017177156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983311,0.00035747312,0.0007395569,0.00013847368,0.00021226425,0.00022111383],"domain_scores_gemma":[0.99865395,0.00022846737,0.00065102737,0.00014919823,0.0001729792,0.00014438016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011576691,0.00013850568,0.00026311225,0.00034994012,0.00025796096,0.000049325903,0.00031254234,0.000078197205,0.00020333199],"category_scores_gemma":[0.000024033177,0.00012653945,0.000077409575,0.00022517535,0.000014797138,0.0001986568,0.000050961815,0.00031984967,0.000008880064],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031247272,0.0078058424,0.5254179,0.00050175976,0.0010429568,0.000090267196,0.050303105,0.000026566686,0.00002750641,0.02469504,0.10179924,0.2851651],"study_design_scores_gemma":[0.023617014,0.0016350118,0.92250293,0.0003890864,0.000099693425,0.009835,0.015555921,0.0006513728,0.000005449227,0.011883634,0.01334321,0.00048164427],"about_ca_topic_score_codex":0.0031874643,"about_ca_topic_score_gemma":0.0048248176,"teacher_disagreement_score":0.39708507,"about_ca_system_score_codex":0.00020579364,"about_ca_system_score_gemma":0.00012645434,"threshold_uncertainty_score":0.5160129},"labels":[],"label_agreement":null},{"id":"W2132066005","doi":"","title":"Teaching child psychiatry in ethiopia: challenges and rewards.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Mental health; Child and adolescent psychiatry; Medical education; Psychiatry; Medicine; Psychology; Nursing; Geography","score_opus":0.06011933788856654,"score_gpt":0.32166655221897805,"score_spread":0.2615472143304115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132066005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7840938,0.021653108,3.715434e-7,0.009395637,0.0007740368,0.0005236839,0.0000017895828,0.000047863203,0.1835097],"genre_scores_gemma":[0.9947799,0.0014644675,0.00006610045,0.00074194226,0.00023109835,0.0009567546,0.0000034098314,0.000013986481,0.0017423842],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998974,0.000112958514,0.00017744285,0.000277362,0.00008886593,0.00036935488],"domain_scores_gemma":[0.99963295,0.00003809931,0.00004744942,0.00017293936,0.0000037761959,0.00010479888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030447735,0.000108286156,0.00015209973,0.00010054286,0.00016864747,0.000005292048,0.000088559944,0.00010401366,0.0000308235],"category_scores_gemma":[0.0000096376025,0.000095565454,0.000023084149,0.00004517627,0.00004110169,0.00008301302,0.000030892585,0.00030474435,0.000027065316],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008129479,0.00042221896,0.12698185,0.00007398241,0.000028896087,0.000045510802,0.006014019,5.8722197e-8,1.2264873e-7,0.016455201,0.00090398337,0.8489929],"study_design_scores_gemma":[0.0010746341,0.000024113868,0.9922246,0.000016194725,0.0000047805115,0.0000754321,0.00041670847,4.6728582e-7,0.0000015904866,0.0007930721,0.0052754637,0.00009297107],"about_ca_topic_score_codex":0.00033900831,"about_ca_topic_score_gemma":0.00033618405,"teacher_disagreement_score":0.8652427,"about_ca_system_score_codex":0.000029468445,"about_ca_system_score_gemma":0.0000044425433,"threshold_uncertainty_score":0.3897046},"labels":[],"label_agreement":null},{"id":"W2132430077","doi":"10.1027/0227-5910.27.1.31","title":"Fragmented Pathways to Care","year":2006,"lang":"en","type":"article","venue":"Crisis","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Qualitative research; Psychological intervention; Health care; Borderline personality disorder; Personality; Addiction; Psychiatry; Psychology; Medicine; Nursing; Clinical psychology; Social psychology","score_opus":0.02921908867409458,"score_gpt":0.34980967020278014,"score_spread":0.3205905815286856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132430077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90667385,0.0008483975,0.00007613278,0.00066444103,0.0006735987,0.00029263532,0.000034918565,0.00008333541,0.09065272],"genre_scores_gemma":[0.9964045,0.0000016432684,0.00019244368,0.0012002528,0.00019354184,0.000115693765,0.00006419619,0.000012982375,0.0018147425],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99932104,0.00002433818,0.00013142414,0.0002041904,0.00008438441,0.00023463118],"domain_scores_gemma":[0.9996535,0.0000132051,0.00002405203,0.00021270558,0.000022506352,0.000074006915],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000026258542,0.00008618249,0.0000946346,0.00005818302,0.00012596742,0.000016080045,0.000095488256,0.00004770247,0.002148311],"category_scores_gemma":[0.0000010460998,0.00007600058,0.000036857255,0.00013011992,0.0000065828235,0.000028501228,0.000023558914,0.000041447423,0.002405121],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013180167,0.0005137101,0.046170037,0.000081152284,0.00004057236,0.00013644967,0.009319516,0.0000054454345,0.00032198703,0.0107969865,0.84313613,0.08934619],"study_design_scores_gemma":[0.0037917963,0.00079146685,0.5019374,0.00007539291,0.00010425278,0.000012249974,0.043043952,0.0000044643007,0.010538861,0.002236725,0.43668774,0.0007757056],"about_ca_topic_score_codex":0.0015629516,"about_ca_topic_score_gemma":0.000096316595,"teacher_disagreement_score":0.45576736,"about_ca_system_score_codex":0.000058986832,"about_ca_system_score_gemma":0.0000039766633,"threshold_uncertainty_score":0.99876386},"labels":[],"label_agreement":null},{"id":"W2132657167","doi":"10.1093/acrefore/9780199975839.013.598","title":"Mental Health: Overview","year":2013,"lang":"en","type":"reference-entry","venue":"Encyclopedia of Social Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychiatry; Poverty; Anxiety; Mental illness; Mental health law; Substance abuse; Psychology; Quarter (Canadian coin); Prevalence of mental disorders; Psychological intervention; Medicine; Political science","score_opus":0.050065848568657846,"score_gpt":0.37943540792688857,"score_spread":0.3293695593582307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132657167","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002112157,0.09079041,8.1987235e-7,0.003246838,0.010935381,0.001502496,0.00049480796,0.00007446355,0.8908426],"genre_scores_gemma":[0.0013107717,0.19768968,0.00013405217,0.0008014761,0.0036113607,0.00041209636,0.0021787407,0.00010578362,0.793756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969039,0.00030421297,0.00093404594,0.0005566312,0.0005141407,0.00078704464],"domain_scores_gemma":[0.998347,0.000110847155,0.00092000567,0.00034355797,0.000048554317,0.00023006713],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020426177,0.00049088924,0.0011289251,0.00014306621,0.0005870272,0.000025177642,0.0004798338,0.0006668027,0.030515637],"category_scores_gemma":[0.0000075685407,0.00044939193,0.00032277819,0.0005396657,0.00013086078,0.0000859864,0.00014850877,0.0006439186,0.0031309002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003058363,0.00023487932,0.00048801786,0.0004240956,0.000110351466,0.0000029907208,0.0025703923,2.5171027e-9,2.4775832e-9,0.0016000824,0.64662534,0.34791327],"study_design_scores_gemma":[0.00068616174,0.00013243375,0.014213481,0.0007097459,0.00004845083,0.0000012841842,0.0004748381,2.0564475e-8,1.3983191e-7,0.00040505937,0.9830082,0.0003201728],"about_ca_topic_score_codex":0.000887203,"about_ca_topic_score_gemma":0.00003602098,"teacher_disagreement_score":0.3475931,"about_ca_system_score_codex":0.0003329043,"about_ca_system_score_gemma":0.00019391907,"threshold_uncertainty_score":0.9997958},"labels":[],"label_agreement":null},{"id":"W2133160581","doi":"10.1177/070674370404900707","title":"Defining Best Practices for Specialty Geriatric Mental Health Outreach Services: Lessons for Implementing Mental Health Reform","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"St Joseph's Health Care; Western University; University of Toronto; Providence Health Care; Queen's University","funders":"","keywords":"Outreach; Mental health; Specialty; Psychology; Nursing; Medicine; Psychiatry; Medical education; Gerontology; Political science","score_opus":0.06989169059188093,"score_gpt":0.4217098748014132,"score_spread":0.35181818420953226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133160581","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15676264,0.028890753,0.00015138561,0.78636044,0.015946131,0.004362522,0.002618824,0.000030412477,0.004876884],"genre_scores_gemma":[0.9294544,0.00058730686,0.034023896,0.026295416,0.006298237,0.00024498353,0.00091749383,0.00020840221,0.0019698974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968601,0.00013560367,0.0011617495,0.00030820168,0.0002602608,0.0012741042],"domain_scores_gemma":[0.9955494,0.00006970876,0.003092318,0.0002949334,0.00012089996,0.0008727377],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002203995,0.00028640582,0.0004964338,0.00031664668,0.0034137731,0.0001694428,0.0005716165,0.0000958709,0.00014392585],"category_scores_gemma":[0.000012637525,0.00021720515,0.0002622638,0.0002596562,0.000059891237,0.00033888998,0.000024035844,0.00034006187,0.00002536233],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028373743,0.0020600941,0.07686675,0.0027140118,0.0020374327,0.000023641049,0.08359887,0.000022356335,0.0000055431474,0.4994322,0.14308141,0.1873203],"study_design_scores_gemma":[0.033417337,0.010806564,0.026906932,0.0020846142,0.00047052794,0.0017498878,0.19804458,0.00001801628,0.00003018748,0.028918995,0.6962621,0.0012902276],"about_ca_topic_score_codex":0.2251001,"about_ca_topic_score_gemma":0.9140787,"teacher_disagreement_score":0.7726917,"about_ca_system_score_codex":0.0022663542,"about_ca_system_score_gemma":0.0041776965,"threshold_uncertainty_score":0.9978836},"labels":[],"label_agreement":null},{"id":"W2133308237","doi":"10.1177/1363461510362041","title":"Peace Studies and Conflict Resolution: The Need for Transdisciplinarity","year":2010,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Conflict resolution; Sociology; International relations; Conflict transformation; Structural violence; Politics; Social science; Epistemology; Political science; Law","score_opus":0.07604072699341537,"score_gpt":0.42194889489393733,"score_spread":0.345908167900522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133308237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93500364,0.014949438,0.000060563878,0.041186705,0.0048651802,0.0012192446,0.000039702627,0.00008004581,0.0025955003],"genre_scores_gemma":[0.9942842,0.00021333473,0.0009819629,0.0005479074,0.0006586473,0.00028778418,0.00002072797,0.000014417982,0.0029909757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990014,0.000050616483,0.00023760008,0.00029672324,0.00010010915,0.00031355827],"domain_scores_gemma":[0.9995031,0.00008749382,0.000052721873,0.000226368,0.000045571454,0.00008479549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023288591,0.00018465197,0.00020017655,0.000020713458,0.00077693624,0.000032931464,0.00017240627,0.00011357074,0.00013763885],"category_scores_gemma":[0.0000033875813,0.00009924581,0.00012374393,0.00009485907,0.0002476117,0.00010152791,0.000008164675,0.00028261085,0.000019509773],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056349365,0.0015932324,0.05503983,0.0020604667,0.002185546,0.000008170156,0.2251291,0.0000039093443,0.0044841045,0.45013717,0.20434603,0.049377516],"study_design_scores_gemma":[0.01764343,0.0015117399,0.7607769,0.00016429406,0.0009102874,0.00023571763,0.07755373,0.00007361928,0.00022855798,0.013890627,0.12586078,0.0011503429],"about_ca_topic_score_codex":0.00008134109,"about_ca_topic_score_gemma":0.0018542187,"teacher_disagreement_score":0.70573705,"about_ca_system_score_codex":0.0000086867285,"about_ca_system_score_gemma":0.000009968796,"threshold_uncertainty_score":0.5975644},"labels":[],"label_agreement":null},{"id":"W2133351319","doi":"10.1176/ps.2010.61.3.258","title":"Inequities in Medical Follow-Up for Depression: A Population-Based Study in Montreal","year":2010,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Population; Major depressive episode; Psychiatry; Psychology; Depressive symptoms; Service (business); Medicine; Demography; Sociology; Anxiety; Business","score_opus":0.019516448371145943,"score_gpt":0.3718381688549331,"score_spread":0.3523217204837871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133351319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922114,0.00040594276,0.0000045475,0.0006438874,0.0032916793,0.0014234652,0.0000136022145,0.000045481658,0.0019599875],"genre_scores_gemma":[0.9976453,0.0000024281612,0.00016088094,0.00063729973,0.00034276606,0.00089874427,0.00008303744,0.000020091722,0.00020942933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827826,0.0000979387,0.0005351735,0.00040984395,0.0003022915,0.00037649734],"domain_scores_gemma":[0.99913484,0.00027590865,0.00013822132,0.00030432412,0.000022008126,0.00012468947],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044468103,0.0001806013,0.00028853276,0.0003590382,0.000113344395,0.000027685193,0.00035122895,0.00019029235,0.001209213],"category_scores_gemma":[0.000011676144,0.0001494576,0.00005720587,0.00044231775,0.0000083738305,0.0001100174,0.000032514967,0.00024048961,0.000038498427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005200936,0.0013994636,0.98329926,0.00011768847,0.000012752011,0.0000138310725,0.0014146633,0.0000028416896,5.8457135e-7,0.000118871576,0.00009889832,0.013001075],"study_design_scores_gemma":[0.008912394,0.00018393932,0.98729056,0.000020095547,0.00002089098,0.0000014689665,0.0018167406,0.0006496659,0.0000011509903,0.0008777476,0.00008410449,0.00014122736],"about_ca_topic_score_codex":0.04014961,"about_ca_topic_score_gemma":0.41523063,"teacher_disagreement_score":0.375081,"about_ca_system_score_codex":0.000028695511,"about_ca_system_score_gemma":0.000033781864,"threshold_uncertainty_score":0.9997038},"labels":[],"label_agreement":null},{"id":"W2133451493","doi":"10.1186/1471-244x-12-62","title":"The development and psychometric properties of a new scale to measure mental illness related stigma by health care providers: The opening minds scale for Health Care Providers (OMS-HC)","year":2012,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":230,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mental Health Commission of Canada; University of Calgary","funders":"Health Canada; Alberta Innovates; Mental Health Commission","keywords":"Cronbach's alpha; Scale (ratio); Mental health; Stigma (botany); Mental illness; Psychology; Health care; Clinical psychology; Intraclass correlation; Social stigma; Psychiatry; Psychometrics; Medicine; Family medicine","score_opus":0.04698562294260723,"score_gpt":0.3448837429415054,"score_spread":0.2978981199988982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133451493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79267514,0.1787969,0.00013756732,0.015563862,0.003508323,0.00871547,0.00009940683,0.000072242015,0.00043109636],"genre_scores_gemma":[0.9899037,0.00006974569,0.0053144614,0.0017540612,0.00020410446,0.0012643781,0.00008615448,0.00007749237,0.001325884],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9964458,0.00034153392,0.0009883438,0.000607206,0.0004901555,0.0011270074],"domain_scores_gemma":[0.99816984,0.00007187892,0.00052905636,0.0005500176,0.00009634705,0.0005828674],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009102687,0.00041202304,0.00050786254,0.0001954315,0.0022551066,0.000114676506,0.0005004643,0.00015255852,0.00002075776],"category_scores_gemma":[0.000024454339,0.0002475294,0.00011600669,0.00071654137,0.00014576307,0.00026733856,0.000108830376,0.00024511048,0.00001692975],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017893849,0.00049500604,0.30583334,0.0019203505,0.0001738526,3.9853106e-8,0.2930512,0.0000012652833,0.000013298434,0.00010657339,0.10365798,0.29295766],"study_design_scores_gemma":[0.012379002,0.002550097,0.13469724,0.0017835028,0.00014455117,0.000039938415,0.68951905,0.000010039429,0.0010448485,0.000040921594,0.1565403,0.0012504718],"about_ca_topic_score_codex":0.0015983081,"about_ca_topic_score_gemma":0.0060322806,"teacher_disagreement_score":0.39646783,"about_ca_system_score_codex":0.00044268055,"about_ca_system_score_gemma":0.0010207586,"threshold_uncertainty_score":0.9999977},"labels":[],"label_agreement":null},{"id":"W2133471477","doi":"10.1177/1742395310395959","title":"‘It’s something that I manage but it is not who I am’: reflections on internalized stigma in individuals with bipolar disorder","year":2011,"lang":"en","type":"article","venue":"Chronic Illness","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; BC Mental Health & Substance Use Services; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Thematic analysis; Bipolar disorder; Stigma (botany); Distress; Qualitative research; Clinical psychology; Quality of life (healthcare); Psychiatry; Psychotherapist; Mood","score_opus":0.09880642724375503,"score_gpt":0.3894547826827928,"score_spread":0.2906483554390378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133471477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95726967,0.0011998288,0.000384211,0.0018428706,0.0011114666,0.0008504288,0.00005334348,0.00008835665,0.037199855],"genre_scores_gemma":[0.98327947,0.00015219624,0.000097581564,0.003420404,0.00011110232,0.00029820928,0.00002735114,0.00005609468,0.0125575755],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979524,0.0002001052,0.00035531135,0.00057250645,0.00029039875,0.00062926277],"domain_scores_gemma":[0.99902153,0.00011030107,0.00019305942,0.0005365968,0.00002251787,0.00011597815],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003490509,0.00030832028,0.00037246296,0.0003851908,0.00037671765,0.0000518943,0.00041689363,0.00018691142,0.004552738],"category_scores_gemma":[0.000007972373,0.00024335422,0.00007286748,0.00040087526,0.00012543917,0.0002710376,0.00009990852,0.0004534297,0.00047929012],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021068426,0.0041671656,0.37036175,0.00096645934,0.0013506173,0.00058840093,0.2986595,0.000017551245,0.00007541339,0.017424049,0.015416947,0.28886533],"study_design_scores_gemma":[0.029451078,0.0034182887,0.35792968,0.0035122798,0.000428011,0.00012943763,0.048626877,0.000093396186,0.014426754,0.0026801145,0.5365039,0.0028001606],"about_ca_topic_score_codex":0.004461017,"about_ca_topic_score_gemma":0.0032470825,"teacher_disagreement_score":0.521087,"about_ca_system_score_codex":0.00039943488,"about_ca_system_score_gemma":0.000044661116,"threshold_uncertainty_score":0.99635726},"labels":[],"label_agreement":null},{"id":"W2134482847","doi":"10.1177/070674370304801003","title":"Interventions to Reduce the Stigma Associated with Severe Mental Illness: Experiences from the Open the Doors Program in Germany","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Doors; Psychological intervention; Stigma (botany); Mental illness; Psychology; Psychiatry; Mental health; Clinical psychology; Psychotherapist; Medicine","score_opus":0.04162427813238176,"score_gpt":0.3741594326589267,"score_spread":0.3325351545265449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134482847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93559366,0.0020363217,0.0000012405878,0.05326253,0.0027897453,0.0013269047,0.000037268263,0.000004614786,0.0049476917],"genre_scores_gemma":[0.9960237,0.000007489536,0.000094675306,0.0026470935,0.00016865133,0.00024028996,0.000004643341,0.000016090753,0.00079732883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802685,0.00077096204,0.00043495206,0.00015627978,0.00021117672,0.00039976882],"domain_scores_gemma":[0.9988334,0.00016669683,0.00034994932,0.0003754642,0.00004718322,0.00022726937],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011037807,0.00015580317,0.00017382936,0.000058730504,0.0014779848,0.0003027596,0.0015891258,0.00005509329,0.0013355479],"category_scores_gemma":[0.00003752332,0.000059807102,0.00010510467,0.00046802594,0.00024242334,0.00014442822,0.000033091033,0.00044439285,0.000022924769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006981761,0.0011949156,0.4044839,0.000023121227,0.0010083502,0.000117814714,0.3079447,0.00005961997,0.000002258631,0.033851035,0.21488048,0.035735633],"study_design_scores_gemma":[0.0029875957,0.0008201474,0.6561592,0.0009355325,0.00017767001,0.0002371805,0.31313196,0.0000031621807,0.00001043356,0.0068199825,0.018410653,0.00030643112],"about_ca_topic_score_codex":0.052167293,"about_ca_topic_score_gemma":0.7632822,"teacher_disagreement_score":0.7111149,"about_ca_system_score_codex":0.00019661896,"about_ca_system_score_gemma":0.0006243164,"threshold_uncertainty_score":0.99982196},"labels":[],"label_agreement":null},{"id":"W2134507392","doi":"10.5489/cuaj.2312","title":"Men’s mental health: Connection to urologic health","year":2014,"lang":"en","type":"review","venue":"Canadian Urological Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Specialty; Medicine; Mental health; Erectile dysfunction; Disease; Prostate cancer; Metabolic syndrome; Family medicine; Psychiatry; Gerontology; Cancer; Internal medicine; Obesity","score_opus":0.06565330210976017,"score_gpt":0.3973100097482913,"score_spread":0.3316567076385311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134507392","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032372474,0.93281376,0.000033626642,0.05520793,0.0047844225,0.0019464378,0.00035331762,0.000075253585,0.0047529023],"genre_scores_gemma":[0.00047755448,0.95686096,0.00007772158,0.036213387,0.0019617507,0.0002512203,0.00057397207,0.00006141987,0.0035220264],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926124,0.0028504266,0.0016245546,0.00067965494,0.00046580372,0.0017671457],"domain_scores_gemma":[0.99417466,0.00034930703,0.002145466,0.0002745066,0.00009285142,0.0029631862],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032188308,0.00055471086,0.002166156,0.00068659545,0.0015967087,0.00019278645,0.00051122886,0.0008217508,0.004179519],"category_scores_gemma":[0.00020004703,0.000434941,0.00053198315,0.00051311735,0.000025591773,0.000081451355,0.000042988337,0.0015237348,0.0029127707],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011443766,0.00006228083,0.0005228126,0.00021389112,0.00015925658,0.0000152501725,0.00017797816,4.821797e-7,1.587143e-9,0.00049901864,0.3387202,0.65961736],"study_design_scores_gemma":[0.00048351343,0.0013360262,0.0012759069,0.0004186161,0.00006743695,0.00031042664,0.00006920028,0.0000016392524,3.1414378e-9,0.00014608586,0.9955729,0.00031819387],"about_ca_topic_score_codex":0.008604363,"about_ca_topic_score_gemma":0.003927563,"teacher_disagreement_score":0.6592992,"about_ca_system_score_codex":0.010510685,"about_ca_system_score_gemma":0.0012516902,"threshold_uncertainty_score":0.9998102},"labels":[],"label_agreement":null},{"id":"W2134661466","doi":"10.1176/appi.ps.57.3.317","title":"Inequity in Mental Health Care Under Canadian Universal Health Coverage","year":2006,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Mental health care; MEDLINE; Universal coverage; Health care; Psychology; Psychiatry; Medicine; Environmental health; Public health; Health policy; Political science; Nursing","score_opus":0.010810199440657479,"score_gpt":0.32439816494788054,"score_spread":0.31358796550722307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134661466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9039906,0.029760303,0.0000071872328,0.019626286,0.0025313739,0.0011072651,0.0003255874,0.00008774499,0.042563606],"genre_scores_gemma":[0.9881297,0.00021665786,0.00012155116,0.009957259,0.00027499336,0.000024763362,0.00073930476,0.000027422147,0.00050836604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977875,0.00018259509,0.000460965,0.00046507746,0.00020281787,0.0009010526],"domain_scores_gemma":[0.99906886,0.000020995018,0.00021548435,0.00029730584,0.000019322028,0.00037803026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018754754,0.00023499086,0.00031437926,0.000457846,0.0004865233,0.000040139395,0.00029103534,0.0001030739,0.00072460773],"category_scores_gemma":[1.7439821e-7,0.00023671472,0.000058169087,0.00069131446,0.000019226361,0.00015755484,0.00003301891,0.0001899863,0.00022065663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021796973,0.0007991056,0.90768343,0.0006815496,0.00005157969,0.000031984346,0.016365843,0.000055316046,4.530879e-7,0.02323963,0.027908236,0.022964925],"study_design_scores_gemma":[0.00363555,0.00035722047,0.9211209,0.0000321495,0.000008414872,0.000010176134,0.013189423,0.000021547636,8.5987114e-7,0.00076063676,0.060543016,0.00032012994],"about_ca_topic_score_codex":0.92297035,"about_ca_topic_score_gemma":0.9494234,"teacher_disagreement_score":0.084139034,"about_ca_system_score_codex":0.0011721253,"about_ca_system_score_gemma":0.00043314064,"threshold_uncertainty_score":0.96529466},"labels":[],"label_agreement":null},{"id":"W2135047402","doi":"10.1071/ah11008","title":"Controlled clinical trial of a self-management program for people with mental illness in an adult mental health service – the Optimal Health Program (OHP)","year":2012,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manning Diversified Forest Products (Canada)","funders":"Eli Lilly and Company","keywords":"Mental health; Medicine; Population health; Health economics; Health care; Public health; Gerontology; Family medicine; Psychiatry; Nursing","score_opus":0.11886532732704871,"score_gpt":0.5226371836175377,"score_spread":0.40377185629048906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135047402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4823506,0.061558288,0.000015645704,0.21995714,0.0040920814,0.230708,0.00043567905,0.00051940593,0.00036318178],"genre_scores_gemma":[0.71147794,0.109334566,0.027420681,0.06437928,0.0013663514,0.08181322,0.0030433072,0.00027803433,0.00088660663],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910877,0.0023990837,0.0031974174,0.0007746494,0.0005602616,0.0019809105],"domain_scores_gemma":[0.995745,0.00019356774,0.0020473911,0.0008543273,0.00011868777,0.0010410248],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006412554,0.00054231216,0.002469948,0.00011790203,0.0005953471,0.000042752006,0.0005657871,0.00013529163,0.00016958383],"category_scores_gemma":[0.000013629768,0.00034682587,0.00032433818,0.0008286699,0.00009490415,0.00030699643,0.000073557305,0.00043090386,0.00003754627],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030315418,0.025596399,0.010024926,0.027031768,0.00043865378,0.000002689887,0.007295842,4.4112028e-7,1.7533184e-8,0.0021883333,0.022933181,0.87417233],"study_design_scores_gemma":[0.37046042,0.07600264,0.05782509,0.013125659,0.00043665624,0.00007473944,0.009576128,0.00010424189,8.5506224e-7,0.000016412712,0.47118625,0.0011909072],"about_ca_topic_score_codex":0.0026930051,"about_ca_topic_score_gemma":0.0031707534,"teacher_disagreement_score":0.8729814,"about_ca_system_score_codex":0.0005328255,"about_ca_system_score_gemma":0.00042010465,"threshold_uncertainty_score":0.9998984},"labels":[],"label_agreement":null},{"id":"W2135174764","doi":"10.1177/1363461509351374","title":"Why do Chinese Canadians not Consult Mental Health Services: Health Status, Language or Culture?","year":2009,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Canadian Institutes of Health Research; Health Canada; Simon Fraser University","keywords":"Mental health; Immigration; Ethnic group; Depression (economics); Medicine; Chinese americans; Chinese people; Psychiatry; Gerontology; Psychology; China; Geography; Sociology","score_opus":0.013374440005291829,"score_gpt":0.3617851112065394,"score_spread":0.3484106712012476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135174764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82675564,0.024612607,0.000015767078,0.12592071,0.005621324,0.003179419,0.0024470207,0.00051302474,0.010934477],"genre_scores_gemma":[0.8833523,0.00074924476,0.0009675303,0.10753733,0.0005467399,0.000055142467,0.0015145405,0.00004430656,0.0052328585],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9964338,0.00023887976,0.0007702997,0.0007385316,0.0003803009,0.0014381732],"domain_scores_gemma":[0.998139,0.000016234599,0.00027553306,0.00048387973,0.00003816884,0.0010471471],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018863822,0.0005612045,0.00065188814,0.000111999994,0.0008426138,0.00010452039,0.00040510044,0.00017938147,0.002120833],"category_scores_gemma":[0.0000011823513,0.00035352327,0.00021638063,0.0005268262,0.000064755455,0.0002875292,0.00000911493,0.00041060368,0.00023152612],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032579515,0.0029763093,0.033425365,0.0015966087,0.00051454833,0.000058897927,0.4405877,0.0000038891862,0.00018206933,0.0051874006,0.44053355,0.07167571],"study_design_scores_gemma":[0.030817155,0.007743647,0.5568416,0.0015240401,0.0001290398,0.0005241463,0.18652181,0.000025270543,0.000024255889,0.00056165777,0.21287164,0.002415691],"about_ca_topic_score_codex":0.07834366,"about_ca_topic_score_gemma":0.22689243,"teacher_disagreement_score":0.5234163,"about_ca_system_score_codex":0.00034727,"about_ca_system_score_gemma":0.00024918964,"threshold_uncertainty_score":0.9998917},"labels":[],"label_agreement":null},{"id":"W2135339356","doi":"10.1176/appi.ajp.159.5.845","title":"Dropping Out of Mental Health Treatment: Patterns and Predictors Among Epidemiological Survey Respondents in the United States and Ontario","year":2002,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":442,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Mental health; Medicine; Psychological intervention; Epidemiology; Psychiatry; Embarrassment; Psychology","score_opus":0.058279347044785844,"score_gpt":0.36645062963794445,"score_spread":0.3081712825931586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135339356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99552506,0.0010196251,0.000009998041,0.002556759,0.0005081775,0.00024695654,0.000055994355,0.0000038607686,0.00007354679],"genre_scores_gemma":[0.99754196,0.0013169561,0.00013246849,0.00081416866,0.000052184492,0.0000054411353,0.000031408836,0.000009674247,0.00009571539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972425,0.0013675853,0.00074345636,0.00018481161,0.00016759991,0.0002940126],"domain_scores_gemma":[0.9984222,0.00038772286,0.00086604484,0.00014216607,0.000021282345,0.0001606019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010867509,0.00017274826,0.0005073276,0.00022899554,0.00011300939,0.00001639582,0.00015397623,0.00003968865,0.00016195298],"category_scores_gemma":[0.000014069173,0.00010307731,0.000060011076,0.00020975186,0.00025758805,0.00008761227,0.000019823585,0.00023693166,0.000001416262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035730394,0.00050320075,0.9734635,0.000010078481,0.00010846228,0.000009951952,0.015921589,0.000001527116,2.6748035e-7,0.000024784818,0.0007116044,0.0088877585],"study_design_scores_gemma":[0.001628901,0.0037439428,0.98611325,0.00011896631,0.000020447224,0.00005186499,0.007994346,0.000018851424,3.3099934e-7,0.00006112305,0.00017397758,0.000074007716],"about_ca_topic_score_codex":0.13318637,"about_ca_topic_score_gemma":0.09704713,"teacher_disagreement_score":0.03613924,"about_ca_system_score_codex":0.00013624044,"about_ca_system_score_gemma":0.00003066476,"threshold_uncertainty_score":0.9194294},"labels":[],"label_agreement":null},{"id":"W2135529614","doi":"10.1016/j.jad.2011.04.058","title":"Psychoeducational methods for patients suffering from depression: The knowledge seeking instrument (KSI)","year":2011,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Cronbach's alpha; Psychology; Clinical psychology; Depression (economics); Content validity; Mood; Reliability (semiconductor); Scale (ratio); Likert scale; Reading (process); Psychiatry; Psychometrics; Developmental psychology","score_opus":0.056343992084410446,"score_gpt":0.4353691973591069,"score_spread":0.37902520527469646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135529614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96996105,0.0018258606,0.012906708,0.00015704054,0.004166663,0.00074824534,0.000010921986,0.000008683175,0.0102148475],"genre_scores_gemma":[0.9933061,0.000036277546,0.0061067715,0.000108473556,0.00020881346,0.00012046568,0.000008702943,0.000019147894,0.00008526505],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99885285,0.00032628883,0.00032688965,0.00017121049,0.00010961931,0.00021315165],"domain_scores_gemma":[0.998545,0.0007028362,0.00039356973,0.00014628742,0.00012924681,0.00008308192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043843238,0.00014239589,0.00019470931,0.000096337215,0.00025183283,0.000017118968,0.00024434153,0.00006118445,0.0005186579],"category_scores_gemma":[0.00006336231,0.00009055523,0.00014606478,0.0001230319,0.00004738404,0.0001611431,0.00003234796,0.00017657275,0.000011871952],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049513316,0.0013841854,0.2630752,0.000012695841,0.00024509645,2.9558555e-7,0.010753153,5.2133663e-7,0.000022424414,0.0002794785,0.00092927954,0.7228025],"study_design_scores_gemma":[0.0030814956,0.0006789945,0.98046565,0.00007649525,0.00009074404,0.000002711197,0.002683343,0.000023454832,0.00024911875,0.008710514,0.0038134109,0.00012405818],"about_ca_topic_score_codex":0.00020449833,"about_ca_topic_score_gemma":0.000072501294,"teacher_disagreement_score":0.7226785,"about_ca_system_score_codex":0.00010184532,"about_ca_system_score_gemma":0.000033363605,"threshold_uncertainty_score":0.56789404},"labels":[],"label_agreement":null},{"id":"W2135556754","doi":"10.1186/1471-2296-13-19","title":"General practitioners' management of mental disorders: A rewarding practice with considerable obstacles","year":2012,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":162,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université Laval; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Salary; Global Positioning System; Cornerstone; Family medicine; Payment; Qualitative research; Mental health; Nursing; Medical education; Psychiatry","score_opus":0.06104915806998298,"score_gpt":0.38689375260374703,"score_spread":0.3258445945337641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135556754","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32240093,0.0063466323,0.0012505442,0.002045184,0.0017449798,0.0018856704,0.000030439205,0.00012918306,0.66416645],"genre_scores_gemma":[0.91173095,0.0007817234,0.08057517,0.0018481779,0.00019527483,0.00030713985,0.000057678386,0.000052747066,0.0044511645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974406,0.00061560265,0.00044742817,0.0003870386,0.00048656392,0.00062280276],"domain_scores_gemma":[0.99718684,0.0013480149,0.00070583285,0.00047077972,0.00010598967,0.0001825337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009990957,0.000264165,0.00027254675,0.000105387255,0.00031729715,0.000060091716,0.00015675774,0.000094604475,0.00034457605],"category_scores_gemma":[0.00011571445,0.00022857026,0.00006748187,0.00030100998,0.00009470485,0.0030778851,0.00008997283,0.00023733273,0.0003169929],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.037931483,0.045400076,0.13786066,0.003116282,0.010890576,0.00078875356,0.06934685,0.00020352592,0.0017214993,0.46007022,0.12008455,0.112585515],"study_design_scores_gemma":[0.009178768,0.0010446784,0.044263158,0.00036047577,0.0018534635,0.0006215597,0.28011927,0.00003748023,0.0004671191,0.00022442536,0.660931,0.00089860853],"about_ca_topic_score_codex":0.0012268914,"about_ca_topic_score_gemma":0.000032940723,"teacher_disagreement_score":0.6597153,"about_ca_system_score_codex":0.00014761586,"about_ca_system_score_gemma":0.000039302937,"threshold_uncertainty_score":0.93208253},"labels":[],"label_agreement":null},{"id":"W2135664135","doi":"10.3122/jabfm.2011.01.100118","title":"Depression Treatment Preferences of Hispanic Individuals: Exploring the Influence of Ethnicity, Language, and Explanatory Models","year":2011,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Family Medicine","funders":"National Institute of Mental Health","keywords":"Medicine; Depression (economics); Ethnic group; Preference; Odds; Demography; Odds ratio; Psychiatry; Antidepressant medication; History of depression; Clinical psychology; Antidepressant; Logistic regression; Anxiety; Internal medicine","score_opus":0.19593665584954004,"score_gpt":0.3898758378321594,"score_spread":0.19393918198261936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135664135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99284637,0.005840853,0.00001447726,0.0002096374,0.00018004909,0.00023371451,0.0000072980615,0.0000033666877,0.00066424115],"genre_scores_gemma":[0.9967548,0.0028943038,0.000080951395,0.00016591483,0.000050013216,0.000009582139,2.715613e-7,0.000009112061,0.000035008932],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998244,0.000489537,0.0006195564,0.00008962116,0.00040063783,0.00015667752],"domain_scores_gemma":[0.997273,0.00050476997,0.0016831863,0.00039711612,0.0000798434,0.000062069645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075215445,0.00014080392,0.000515428,0.00009572123,0.000078752,0.0000012366822,0.0006108462,0.000021962513,0.00002463806],"category_scores_gemma":[0.000036856618,0.00005232926,0.00006967064,0.00020180854,0.00090814184,0.00010983989,0.00010016817,0.00017236969,4.3634202e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043604393,0.001096761,0.32860562,0.00023820471,0.0015866266,0.000019124942,0.34045386,0.0004419798,0.037965078,0.0003857639,0.00076454715,0.284082],"study_design_scores_gemma":[0.0012186618,0.0025454334,0.943413,0.0006025937,0.00041707646,0.000026766686,0.044496503,0.000008403716,0.0064959694,0.00070281315,0.000013146441,0.0000596315],"about_ca_topic_score_codex":0.008409626,"about_ca_topic_score_gemma":0.000047647092,"teacher_disagreement_score":0.61480737,"about_ca_system_score_codex":0.000029584393,"about_ca_system_score_gemma":0.00002904886,"threshold_uncertainty_score":0.99819344},"labels":[],"label_agreement":null},{"id":"W2135982196","doi":"10.1177/1363461514557065","title":"“Head take you”: Causal attributions of mental illness in Jamaica","year":2014,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"W.K. Kellogg Foundation","keywords":"Attribution; Mental illness; Psychology; Mental health; Clinical psychology; Explanatory model; Psychiatry; Social psychology","score_opus":0.02963809501463533,"score_gpt":0.3639647314596827,"score_spread":0.3343266364450474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135982196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96838856,0.0006263487,0.000049430295,0.0030273409,0.0025646933,0.0005380938,0.00012822793,0.000057510337,0.024619823],"genre_scores_gemma":[0.99670833,0.00001793467,0.00018287667,0.00018211202,0.0002010117,0.000077555924,0.00020587796,0.000016929183,0.002407382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838966,0.00014732401,0.0004921714,0.00034166366,0.00019015408,0.00043905218],"domain_scores_gemma":[0.9994596,0.000028190992,0.00009940741,0.0002654212,0.000024809637,0.00012253599],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017930906,0.00021854928,0.00031534233,0.00008544889,0.00017639864,0.000011861099,0.00022635092,0.00015351812,0.0027271672],"category_scores_gemma":[0.000002607652,0.00016881237,0.0001516461,0.0002789963,0.000105692656,0.00012760461,0.000010252797,0.00021505667,0.00034567746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022008307,0.006884219,0.66719204,0.0006616012,0.00046258775,0.000013536186,0.022212535,0.000019323057,0.0027877854,0.1589025,0.022836363,0.1158267],"study_design_scores_gemma":[0.008589266,0.00058782974,0.9665321,0.00019344085,0.00008544025,0.000039839822,0.0029304435,0.000029538227,0.00035354425,0.0011921072,0.018943626,0.00052283524],"about_ca_topic_score_codex":0.0010599225,"about_ca_topic_score_gemma":0.0021572202,"teacher_disagreement_score":0.29934007,"about_ca_system_score_codex":0.00004954839,"about_ca_system_score_gemma":0.000015957328,"threshold_uncertainty_score":0.9981845},"labels":[],"label_agreement":null},{"id":"W2136116693","doi":"10.12927/hcpap..16829","title":"Stigma and Work","year":2004,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; Queen's University","keywords":"Stigma (botany); Employability; Psychology; Mental health; Mental illness; Hostility; Population; Psychiatry; Clinical psychology; Social psychology; Medicine; Environmental health","score_opus":0.06354640566670292,"score_gpt":0.3747003863290597,"score_spread":0.3111539806623568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136116693","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6520156,0.00078295456,0.000058419828,0.34126267,0.000911343,0.0011843103,0.000042390886,0.00022880727,0.003513476],"genre_scores_gemma":[0.39213023,0.00012975291,0.0005017168,0.60405165,0.000047578065,0.00046123005,0.00006670199,0.00007959234,0.002531572],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958991,0.00021735847,0.00076745055,0.0011699845,0.0004422741,0.0015038359],"domain_scores_gemma":[0.9973936,0.00037593555,0.00024242738,0.0008088767,0.000056238983,0.0011228948],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005337655,0.000573181,0.0006846669,0.00027689734,0.000933365,0.000095278025,0.0003753813,0.0002995004,0.0010256263],"category_scores_gemma":[0.00005036994,0.0005202133,0.0001356816,0.0007708802,0.00006396207,0.00016697144,0.0002291922,0.00043977468,0.002876093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047846287,0.0018699154,0.039086316,0.00020242677,0.00019721418,0.00029518822,0.025924994,0.000012849476,0.000085805936,0.012326817,0.83830005,0.07691382],"study_design_scores_gemma":[0.014718317,0.005788733,0.38585848,0.00000955627,0.0001461314,0.00021976273,0.0016517349,0.000011672165,0.00022966047,0.0009982263,0.5886257,0.0017420121],"about_ca_topic_score_codex":0.0023824358,"about_ca_topic_score_gemma":0.0013781135,"teacher_disagreement_score":0.34677216,"about_ca_system_score_codex":0.0008607966,"about_ca_system_score_gemma":0.00011147148,"threshold_uncertainty_score":0.9998876},"labels":[],"label_agreement":null},{"id":"W2136817740","doi":"10.1177/0020764008093448","title":"A Screening Instrument for Psychological Distress in Botswana: Validation of the Setswana Version of the 28-Item General Health Questionnaire","year":2009,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"General Health Questionnaire; Cronbach's alpha; Distress; Psychology; Clinical psychology; Rating scale; Anxiety; Psychometrics; Psychiatry; Depression (economics); Medicine; Developmental psychology","score_opus":0.03192498971046094,"score_gpt":0.40610897097685755,"score_spread":0.3741839812663966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136817740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96218646,0.0002664046,0.0003092766,0.032095257,0.0043886346,0.0003036353,0.000069027636,0.0000033560234,0.00037792747],"genre_scores_gemma":[0.9977986,0.0000151464565,0.0006779678,0.000876904,0.0005500867,0.0000048802713,0.000012327939,0.000005568449,0.00005848399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833333,0.00019759194,0.0007451192,0.000121832876,0.0004527873,0.00014933983],"domain_scores_gemma":[0.9985507,0.000034851917,0.0011320708,0.00010034989,0.00014370398,0.000038290782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041913692,0.000099916186,0.00020901569,0.000095825555,0.00014375804,0.0000133989815,0.000500481,0.000086281216,0.000038452865],"category_scores_gemma":[0.000024076899,0.00006295131,0.00024885786,0.00015914127,0.00006872228,0.000103964,0.00003118879,0.00020256305,5.5731755e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032540776,0.0033132324,0.75572485,0.00008824362,0.0003351639,0.0000036010183,0.0035733227,0.00016346632,0.0002720091,0.04642261,0.019269902,0.16757953],"study_design_scores_gemma":[0.0027432106,0.00036512475,0.99024016,0.0003582392,0.000019960002,0.000016621341,0.0005803154,0.000025514762,0.000144681,0.005253015,0.00019497889,0.000058161364],"about_ca_topic_score_codex":0.00011183003,"about_ca_topic_score_gemma":0.00004483228,"teacher_disagreement_score":0.23451534,"about_ca_system_score_codex":0.00016612886,"about_ca_system_score_gemma":0.00006032815,"threshold_uncertainty_score":0.256708},"labels":[],"label_agreement":null},{"id":"W2136875892","doi":"10.6000/1929-4409.2013.02.9","title":"Health Care Professionals: A Synthesis and Integration of Select Concepts and Theories in the Study of Mental Illness through the Society, Culture, Personality (SCP) Model","year":2013,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental illness; Personality; Mental health; Schizophrenia (object-oriented programming); Psychology; Personality disorders; Psychiatry; Affect (linguistics); Quality (philosophy); Middle Eastern Mental Health Issues & Syndromes; Clinical psychology; Social psychology","score_opus":0.08551113609228839,"score_gpt":0.45501823410508024,"score_spread":0.36950709801279186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136875892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886644,0.0052754614,0.000056197747,0.0052131955,0.00022709741,0.0003881657,0.000017772789,0.0000017103226,0.00015603633],"genre_scores_gemma":[0.99831134,0.00046875147,0.000096070915,0.0009939033,0.000045575893,0.0000520679,0.0000056385993,0.0000035264948,0.000023137232],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99839634,0.0007854042,0.0004256411,0.00012410713,0.00014424244,0.00012427999],"domain_scores_gemma":[0.99855965,0.0007091622,0.00045128228,0.000060622275,0.0001993623,0.000019894658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004721198,0.000100973644,0.00029653343,0.000037406877,0.00016379646,0.000008622648,0.00020115935,0.000102703096,0.000027183336],"category_scores_gemma":[0.00004373688,0.0000512006,0.00004868847,0.0000147835,0.00072819274,0.00012814163,0.000053523225,0.00026560173,2.1995798e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026858924,0.0005970313,0.013282718,0.000037064816,0.00036861672,0.0000028359962,0.9034183,0.0000012554406,0.00007055117,0.06600634,0.00068573037,0.015260952],"study_design_scores_gemma":[0.0021583394,0.0016611597,0.14194721,0.00007248627,0.00007695646,0.00016873819,0.79185545,0.00007583094,0.00011779213,0.061764088,0.000034262608,0.00006770338],"about_ca_topic_score_codex":0.0006336997,"about_ca_topic_score_gemma":0.000060191924,"teacher_disagreement_score":0.1286645,"about_ca_system_score_codex":0.000035874808,"about_ca_system_score_gemma":0.000045080767,"threshold_uncertainty_score":0.26830566},"labels":[],"label_agreement":null},{"id":"W2137576273","doi":"10.1177/070674370505001010","title":"Variations in the Prevalence of Psychiatric Disorders and Social Problems across Canadian Provinces","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychiatry; Mania; Agoraphobia; Mental health; Depression (economics); Panic disorder; Prevalence of mental disorders; Psychology; Per capita; Panic; Bipolar disorder; Psychiatric epidemiology; Demography; Clinical psychology; Medicine; Anxiety; Environmental health; Population","score_opus":0.017103114679300133,"score_gpt":0.3188404786466943,"score_spread":0.30173736396739415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137576273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8644429,0.006124188,0.0000052688765,0.121256664,0.0013968631,0.00058774475,0.00012493794,0.000002562157,0.0060588946],"genre_scores_gemma":[0.99796724,0.00004647983,0.00023249736,0.0010099572,0.000426505,0.000016414862,0.0000018424577,0.000010084283,0.00028897414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998646,0.00019871532,0.00045232786,0.00011802448,0.0001539215,0.00043101914],"domain_scores_gemma":[0.9992105,0.00005394542,0.00032754944,0.0001618682,0.00003980427,0.00020636004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086750765,0.000115402734,0.00014656899,0.00020726451,0.0007590363,0.00005582386,0.00052255375,0.000084985324,0.00023408426],"category_scores_gemma":[0.0000075157513,0.00007162679,0.00006407414,0.00033030243,0.00018483485,0.00013742647,0.000005854222,0.00032137902,0.000008164834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031430067,0.000119179014,0.8946895,0.00016558124,0.000057929967,0.000003493353,0.0343233,0.000018017063,1.8961505e-7,0.042819522,0.0063897935,0.02138204],"study_design_scores_gemma":[0.00084553455,0.00018014468,0.97663647,0.000042481926,0.00006555342,0.00006560975,0.0044381437,0.000012777078,1.8042714e-7,0.009214068,0.008391845,0.00010716839],"about_ca_topic_score_codex":0.5373107,"about_ca_topic_score_gemma":0.99751514,"teacher_disagreement_score":0.46020442,"about_ca_system_score_codex":0.00015337372,"about_ca_system_score_gemma":0.0015040545,"threshold_uncertainty_score":0.58379704},"labels":[],"label_agreement":null},{"id":"W2137981068","doi":"10.7870/cjcmh-2013-023","title":"Does Youth Net Decrease Mental Illness Stigma in High School Students?","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Hamilton Health Sciences; Ministry of Health and Long Term Care; McMaster University","funders":"","keywords":"Stigma (botany); Mental health; Mental illness; Promotion (chess); Psychology; Intervention (counseling); Clinical psychology; Depression (economics); Health promotion; Randomized controlled trial; Psychiatry; Medicine; Nursing; Public health","score_opus":0.03807075131331711,"score_gpt":0.3658027944397039,"score_spread":0.3277320431263868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137981068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98788196,0.0019165057,0.0000032037285,0.0047837184,0.0032672975,0.0010975832,0.00031124166,0.000015128727,0.00072336145],"genre_scores_gemma":[0.99528706,0.00018536834,0.000051915344,0.0034214521,0.00016114094,0.000032064334,0.00024086659,0.00003535972,0.00058477133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958593,0.0017328187,0.000976945,0.00014599039,0.00037743332,0.0009074602],"domain_scores_gemma":[0.99567986,0.00014432955,0.00038096463,0.00042143246,0.00007226881,0.0033011218],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013775888,0.00028482053,0.0005276242,0.0006314394,0.0013640301,0.00019407217,0.0010093984,0.000117635675,0.006967593],"category_scores_gemma":[0.000029844372,0.00020792903,0.00010179534,0.0003383928,0.00013455264,0.00062970817,0.000063327054,0.0011973054,0.00015520192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044584958,0.0022579606,0.6614575,0.0003308433,0.00031400155,0.00028043115,0.14023948,0.000004010844,0.000011027405,0.0009648293,0.039908834,0.15378523],"study_design_scores_gemma":[0.0059958254,0.001363135,0.8545445,0.00096145424,0.000025056019,0.00017459512,0.13044474,0.000008147097,0.000037181893,0.00068957283,0.0053138537,0.00044194103],"about_ca_topic_score_codex":0.63367486,"about_ca_topic_score_gemma":0.28016227,"teacher_disagreement_score":0.3535126,"about_ca_system_score_codex":0.0022481366,"about_ca_system_score_gemma":0.0013065559,"threshold_uncertainty_score":0.99993604},"labels":[],"label_agreement":null},{"id":"W2138075468","doi":"10.1016/s0165-0327(00)00186-5","title":"Long-term medical conditions and major depression in a Canadian population study at waves 1 and 2","year":2001,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":240,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Depression (economics); Medicine; Population; Migraine; Psychiatry; Epidemiology; Incidence (geometry); Demography; Environmental health; Internal medicine","score_opus":0.013049322130696888,"score_gpt":0.37602564873625427,"score_spread":0.3629763266055574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138075468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975821,0.00082899054,0.0000033366202,0.00040646573,0.00017036796,0.0003732451,0.000003642667,0.0000024775004,0.00062937185],"genre_scores_gemma":[0.99967074,0.00012242328,0.0000025344357,0.00007758999,0.000030013305,0.000013059689,0.000008063904,0.0000064249903,0.00006915846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924785,0.00015044355,0.00018360776,0.00011345721,0.0001321934,0.00017245243],"domain_scores_gemma":[0.99949044,0.0001069639,0.00009976175,0.000045980272,0.000015880774,0.00024097899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022270108,0.00007707758,0.00014370448,0.00023353982,0.00014567666,0.0000120593495,0.000040722487,0.000060777285,0.00048131263],"category_scores_gemma":[0.00003413076,0.000060860257,0.000018563724,0.000100806246,0.00003563193,0.0001245576,0.000015861191,0.00012583709,0.0000025332247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012692182,0.0002971547,0.9625283,0.000006938968,0.0000368232,0.00017298516,0.0012149431,4.1794303e-7,0.0000024808526,0.000014126103,0.00006511864,0.035533786],"study_design_scores_gemma":[0.0029975413,0.0003786191,0.9951864,0.000058269754,0.000025431069,0.0001414071,0.0009596292,0.000008502408,0.000001160906,0.00017540138,0.000013520696,0.00005415545],"about_ca_topic_score_codex":0.10768111,"about_ca_topic_score_gemma":0.80577904,"teacher_disagreement_score":0.69809794,"about_ca_system_score_codex":0.00014243905,"about_ca_system_score_gemma":0.000021781072,"threshold_uncertainty_score":0.8982609},"labels":[],"label_agreement":null},{"id":"W2138392931","doi":"10.1177/070674370404900505","title":"Major Depression and Mental Health Care Utilization in Canada: 1994 to 2000","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Depression (economics); Mental health; Medicine; Polypharmacy; Health care; Psychiatry; Population health; Major depressive disorder; Population; Gerontology; Family medicine; Environmental health; Mood","score_opus":0.018903960601182327,"score_gpt":0.31886099115810246,"score_spread":0.29995703055692013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138392931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93482465,0.020261334,0.000006085633,0.040705808,0.0027096975,0.00034455914,0.000052764575,0.0000018928133,0.001093209],"genre_scores_gemma":[0.9953481,0.000021690912,0.00031318434,0.004072121,0.0001429996,0.000004271285,0.000008798129,0.000010977577,0.00007785838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999068,0.000068882095,0.00031669665,0.000107401436,0.00012730615,0.00031167179],"domain_scores_gemma":[0.999156,0.000007989193,0.00014564603,0.00011681515,0.000016977667,0.00055656006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001481552,0.000093517825,0.00014184896,0.00015410659,0.00034829337,0.000020273645,0.0001566259,0.000034222463,0.00021946536],"category_scores_gemma":[0.0000023001023,0.000068494344,0.00002044177,0.00017167548,0.000020281213,0.000054946868,0.0000067971537,0.00016533886,0.000006309789],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019527423,0.000047377303,0.89391625,0.000056999506,0.000040889165,0.00006629652,0.01631685,0.00008771288,0.000001089371,0.0033883727,0.042697772,0.043185107],"study_design_scores_gemma":[0.0031563179,0.0003368143,0.9682559,0.0003838358,0.000015239972,0.00027734472,0.015012371,0.000001434071,0.000013498943,0.0012317841,0.011146225,0.00016926648],"about_ca_topic_score_codex":0.9903471,"about_ca_topic_score_gemma":0.9999277,"teacher_disagreement_score":0.074339606,"about_ca_system_score_codex":0.0020452954,"about_ca_system_score_gemma":0.0078609465,"threshold_uncertainty_score":0.9977636},"labels":[],"label_agreement":null},{"id":"W2138402713","doi":"10.3109/09638237.2010.492415","title":"Improving access to acute mental health services in a general hospital","year":2010,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Mental health; Medicine; Psychiatry; Nursing; Medical emergency","score_opus":0.017993165929048444,"score_gpt":0.41297406887658455,"score_spread":0.3949809029475361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138402713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9614419,0.00079952035,0.000014297465,0.028871424,0.0069789477,0.0013557089,0.000119400036,0.000022381953,0.00039643006],"genre_scores_gemma":[0.9852219,0.00020797735,0.0023008124,0.011083388,0.00071357033,0.00003259615,0.00005414495,0.000044962875,0.0003406215],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965636,0.00019454861,0.0013656277,0.0003770181,0.0005348192,0.0009643632],"domain_scores_gemma":[0.9975277,0.000028057977,0.0011674969,0.00027641337,0.00005040344,0.00094990764],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011351126,0.00029714807,0.00066470925,0.00046418075,0.00040589934,0.0001231879,0.0007138103,0.000111118796,0.0004913552],"category_scores_gemma":[0.000002561168,0.0002569942,0.00014335584,0.00038181685,0.000037807808,0.0007226319,0.00019633496,0.0007348721,0.000074387586],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031840203,0.0067514703,0.23896594,0.0009673759,0.00036726808,0.00033487426,0.05485288,0.0000043325404,0.002915708,0.00096497504,0.04233735,0.6483538],"study_design_scores_gemma":[0.020005835,0.015525322,0.93007344,0.001457862,0.000039776067,0.0015064445,0.008570185,0.00020631152,0.0012893014,0.0002966436,0.019990325,0.0010385691],"about_ca_topic_score_codex":0.0064987256,"about_ca_topic_score_gemma":0.003999405,"teacher_disagreement_score":0.69110745,"about_ca_system_score_codex":0.00077034405,"about_ca_system_score_gemma":0.0002973971,"threshold_uncertainty_score":0.99998826},"labels":[],"label_agreement":null},{"id":"W2138506128","doi":"10.1016/s0277-9536(01)00002-8","title":"Gender and outpatient mental health service use","year":2002,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":132,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Hospital for Sick Children; Health Canada; Centre for Addiction and Mental Health; Population Health Research Institute; SickKids Foundation; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Mental health; Mood; Psychiatry; Mental illness; Psychology; Medicine; Clinical psychology; Affect (linguistics); Anxiety","score_opus":0.13835029502173074,"score_gpt":0.43898245080980564,"score_spread":0.3006321557880749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138506128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9556448,0.0010453424,0.00000515455,0.015891807,0.0012392806,0.00043126364,0.0000098703385,0.00003919896,0.025693282],"genre_scores_gemma":[0.9877605,0.000056528832,0.000013746056,0.010973918,0.0002649592,0.00001582647,0.000007996452,0.0000062070717,0.0009003294],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985654,0.000059250815,0.00020421059,0.00030822278,0.00041488349,0.00044807117],"domain_scores_gemma":[0.9994753,0.000027003101,0.00009604496,0.00010870942,0.00003810891,0.00025484225],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041694994,0.000102888545,0.00016572948,0.00007943532,0.0010452,0.000021109528,0.00014919796,0.000037837035,0.0019250736],"category_scores_gemma":[0.0000128340835,0.000076279306,0.000012559775,0.0005118596,0.000495227,0.00021304854,0.000039888717,0.00009546152,0.00007925287],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060115362,0.00059014,0.071259,0.00007644116,0.000024066894,0.000014161448,0.5349601,4.3868944e-8,0.00019260972,0.015791092,0.07461395,0.3024183],"study_design_scores_gemma":[0.006969493,0.0015459186,0.8913631,0.00013049769,0.00003786132,0.000043054828,0.039729636,0.00017833979,0.000031808548,0.000761726,0.058707282,0.00050128787],"about_ca_topic_score_codex":0.0017955808,"about_ca_topic_score_gemma":0.000064015185,"teacher_disagreement_score":0.8201041,"about_ca_system_score_codex":0.00016066301,"about_ca_system_score_gemma":0.000015716669,"threshold_uncertainty_score":0.9989873},"labels":[],"label_agreement":null},{"id":"W2138667457","doi":"10.1177/0020715204048314","title":"Medicalization in Nepal: A Study of the Influence of Westernization on Defining Deviant and Illness Behavior in a Developing Country","year":2004,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Westernization; Medicalization; Nepali; Ideology; Sociology; Psychology; Meaning (existential); Western culture; Modernization theory; Social psychology; Gender studies; Politics; Political science; Law","score_opus":0.056995982925734504,"score_gpt":0.44335480227418006,"score_spread":0.38635881934844557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138667457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988538,0.00015117339,0.00013097572,0.0002762643,0.00030111085,0.00022941461,0.0000034144189,0.0000011557097,0.000052659438],"genre_scores_gemma":[0.9997262,0.000025398205,0.00004977734,0.00015783678,0.000017308059,0.000015609507,0.0000028427178,0.000003128135,0.0000019442882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987736,0.00025192194,0.00060190447,0.00008549701,0.0002101471,0.000076977056],"domain_scores_gemma":[0.99898404,0.0001920245,0.0005825266,0.00003901671,0.00018603599,0.000016385968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028013173,0.00006918935,0.00023462847,0.00015717445,0.000026130634,0.0000035907644,0.00018702103,0.000056196317,0.000010726822],"category_scores_gemma":[0.00003918832,0.000049148526,0.000017702367,0.00010465242,0.0001368959,0.000083692714,0.000033700573,0.00015097589,7.450223e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000335804,0.00077477685,0.9325331,0.0000073658625,0.000057085526,0.000028681105,0.043440033,0.0026661581,0.00010255839,0.019568842,0.0000021547987,0.0004834859],"study_design_scores_gemma":[0.0030705847,0.00039914757,0.98992133,0.00023291593,0.000010563984,0.000025713713,0.0051452885,0.000013627675,0.000109062436,0.0010223535,0.0000092784685,0.000040135623],"about_ca_topic_score_codex":0.00029786016,"about_ca_topic_score_gemma":0.00058069144,"teacher_disagreement_score":0.057388272,"about_ca_system_score_codex":0.00014810714,"about_ca_system_score_gemma":0.00007476066,"threshold_uncertainty_score":0.20042187},"labels":[],"label_agreement":null},{"id":"W2138907292","doi":"10.1186/1477-7517-7-13","title":"Coerced addiction treatment: Client perspectives and the implications of their neglect","year":2010,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Government of Ontario","keywords":"Coercion (linguistics); Addiction; Legal psychology; Health psychology; Psychology; Population; Neglect; Social psychology; Value (mathematics); Public health; Social work; Medicine; Psychiatry; Political science; Nursing; Law","score_opus":0.031145103969493524,"score_gpt":0.36397373523455917,"score_spread":0.3328286312650656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138907292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986599,0.0011650538,0.00005244854,0.0040297806,0.0014241309,0.00034113385,0.000014022415,0.000017899689,0.0063565113],"genre_scores_gemma":[0.9975799,0.0007574156,0.00007444589,0.00002446462,0.0005956518,0.000065379216,0.0000058877426,0.000008607073,0.0008882961],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992999,0.00012597219,0.00023068748,0.00013983947,0.00006594206,0.00013768094],"domain_scores_gemma":[0.9994049,0.000057366,0.00021559322,0.00016115636,0.00007840901,0.000082585095],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018055562,0.00009468094,0.0001308273,0.000084437255,0.0005089822,0.000035511017,0.000070289665,0.000049693317,0.0013018837],"category_scores_gemma":[0.000007630724,0.000052858173,0.000079556754,0.00011229583,0.00022145518,0.00010176771,0.000008144899,0.00021914208,0.000015179953],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022576177,0.0017276169,0.0024542045,0.000010616914,0.00084545434,0.000003366396,0.14273554,0.0000047468184,0.036627155,0.06939979,0.006878847,0.73705506],"study_design_scores_gemma":[0.029659864,0.0024593933,0.675668,0.0000820447,0.0008141133,0.011874496,0.19736464,0.000117812946,0.01825839,0.018185243,0.044955987,0.00056002993],"about_ca_topic_score_codex":0.00006768774,"about_ca_topic_score_gemma":0.0000034734271,"teacher_disagreement_score":0.736495,"about_ca_system_score_codex":0.000055655906,"about_ca_system_score_gemma":0.000021928683,"threshold_uncertainty_score":0.9996111},"labels":[],"label_agreement":null},{"id":"W2139057022","doi":"10.1503/cmaj.070281","title":"Screening and case-finding instruments for depression: a meta-analysis","year":2008,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":444,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Meta-analysis; Relative risk; Confidence interval; Randomized controlled trial; Strictly standardized mean difference; Medical prescription; MEDLINE; Number needed to treat; Internal medicine; Psychiatry","score_opus":0.18729003303797695,"score_gpt":0.447462218214633,"score_spread":0.2601721851766561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139057022","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000741528,0.9967604,0.00009495233,0.00057868345,0.00070547167,0.00059522723,0.0002934232,0.000010366389,0.00088730274],"genre_scores_gemma":[0.0002716823,0.9948195,0.00031374456,0.0012121592,0.0010451088,0.00025666747,0.00014701302,0.000037289497,0.0018967849],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670166,0.00053463486,0.0009926033,0.00037001827,0.0007324995,0.0006685724],"domain_scores_gemma":[0.9962056,0.00064811896,0.0010034142,0.00014964442,0.00009627583,0.0018969291],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001292924,0.00032086755,0.0021508147,0.0007631412,0.0010820325,0.00011842844,0.00022896829,0.000908673,0.008097609],"category_scores_gemma":[0.00023121995,0.0002362966,0.0015799077,0.0005239864,0.00002689297,0.00010241998,0.000024452891,0.0009478912,0.00003972494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018869849,0.000015083497,0.0006617609,0.00017650396,0.07471728,0.0025476215,0.000099098135,4.0198156e-8,9.3234975e-11,0.00002110489,0.013816589,0.907943],"study_design_scores_gemma":[0.00047766403,0.000023104993,0.00005069943,0.0002030297,0.08737263,0.00935075,0.00009097541,0.000007974026,4.3987933e-9,0.000008301018,0.9022284,0.00018642006],"about_ca_topic_score_codex":0.004284299,"about_ca_topic_score_gemma":0.014624554,"teacher_disagreement_score":0.9077566,"about_ca_system_score_codex":0.00075536914,"about_ca_system_score_gemma":0.0007184611,"threshold_uncertainty_score":0.9928091},"labels":[],"label_agreement":null},{"id":"W2139060115","doi":"10.1016/s0165-0327(02)00174-x","title":"Burden of dysthymia and comorbid illness in adults in a Canadian primary care setting: high rates of psychiatric illness in the offspring","year":2003,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Joseph's Hospital; McMaster University; University of Toronto","funders":"","keywords":"Psychiatry; Dysfunctional family; Major depressive disorder; Psychology; Social support; Mood disorders; Comorbidity; Mood; Medicine; Clinical psychology; Anxiety","score_opus":0.006152692993165951,"score_gpt":0.2912980683400541,"score_spread":0.28514537534688816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139060115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922666,0.0036859086,0.0000013211135,0.0002951172,0.00027905015,0.00061186816,0.000011438468,0.0000011920813,0.0028474946],"genre_scores_gemma":[0.9996647,0.00018311189,0.00003290052,0.00005584003,0.000019078598,0.000022720624,0.000004645336,0.000012438118,0.00000453183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833494,0.0005223017,0.00050776795,0.00015857081,0.00016941552,0.0003069709],"domain_scores_gemma":[0.9990963,0.000269166,0.000372539,0.0001224595,0.000064423875,0.00007512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005953024,0.00014740054,0.00038017673,0.00067430665,0.000058766895,0.00000809582,0.00017974553,0.00009060009,0.000026641157],"category_scores_gemma":[0.000052102623,0.000110958914,0.000052699233,0.0006452461,0.000071299604,0.00011824482,0.000011671616,0.0003025431,4.4685888e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034243354,0.0002953213,0.9419327,0.00040426437,0.000032704407,0.000042925472,0.035111517,0.000066220295,0.000015612033,0.00033271938,0.000021007852,0.021402612],"study_design_scores_gemma":[0.004660498,0.0003767394,0.9422349,0.00044816395,0.000018412153,0.000015755737,0.05162112,0.000009017712,0.00011599595,0.00033566944,0.00004387559,0.0001198859],"about_ca_topic_score_codex":0.2590054,"about_ca_topic_score_gemma":0.43055782,"teacher_disagreement_score":0.17155242,"about_ca_system_score_codex":0.00025035985,"about_ca_system_score_gemma":0.00016438836,"threshold_uncertainty_score":0.74592894},"labels":[],"label_agreement":null},{"id":"W2139632077","doi":"10.1176/appi.ps.56.2.209","title":"Consumers' Goals in Psychiatric Rehabilitation and Their Concordance With Existing Services","year":2005,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Concordance; Rehabilitation; Psychiatric rehabilitation; Mental illness; Mental health; Psychiatry; Psychology; Cognition; Medicine; Physical therapy","score_opus":0.012718904698790435,"score_gpt":0.3219393582658141,"score_spread":0.30922045356702366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139632077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650204,0.015813626,0.000011611312,0.0025268148,0.0005691701,0.00083296787,0.000020529955,0.00011092305,0.015093966],"genre_scores_gemma":[0.9924791,0.00018029446,0.0051876185,0.0013966351,0.00028383525,0.00018188803,0.000031851774,0.000036124522,0.00022267216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790895,0.00016519592,0.0005770219,0.00066846685,0.00017209015,0.0005082523],"domain_scores_gemma":[0.99867564,0.0003955907,0.00035348022,0.00037884357,0.000052510608,0.00014394875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003464382,0.00033593978,0.00036674633,0.00035009597,0.00025619715,0.000069870934,0.00028700617,0.00012803002,0.00023867727],"category_scores_gemma":[0.000002111589,0.00025427662,0.0000457634,0.0008965261,0.00006458626,0.00040282175,0.000040326693,0.00020036749,0.0001374602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041845004,0.0004261831,0.9515554,0.00084101624,0.000045469467,0.0000027728247,0.0072892793,0.000008501317,0.000007443439,0.0013757773,0.00007731043,0.037952434],"study_design_scores_gemma":[0.0054462315,0.0007142225,0.96590966,0.0001265658,0.00006686496,0.000037824153,0.017583553,0.00051926676,0.000013113461,0.0015382491,0.007524099,0.00052035175],"about_ca_topic_score_codex":0.002909053,"about_ca_topic_score_gemma":0.0090301465,"teacher_disagreement_score":0.037432082,"about_ca_system_score_codex":0.000059640854,"about_ca_system_score_gemma":0.000021360438,"threshold_uncertainty_score":0.99999094},"labels":[],"label_agreement":null},{"id":"W2139940744","doi":"10.1177/0013164404268668","title":"Reliability Generalization of Responses by Care Providers to the Center for Epidemiologic Studies-Depression Scale","year":2004,"lang":"en","type":"article","venue":"Educational and Psychological Measurement","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Center for Epidemiologic Studies Depression Scale; Reliability (semiconductor); Scale (ratio); Generalization; Psychology; Clinical psychology; Depression (economics); Psychometrics; Item response theory; Gerontology; Psychiatry; Depressive symptoms; Medicine; Cognition; Mathematics","score_opus":0.24454511919170627,"score_gpt":0.4761799233039707,"score_spread":0.23163480411226442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139940744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96171296,0.0076486473,0.0005497359,0.026532765,0.0010927598,0.0017995917,0.00010057935,0.000015804222,0.0005471782],"genre_scores_gemma":[0.9948219,0.00008373947,0.0011753421,0.0023796523,0.00015276956,0.0011000342,0.00006612928,0.0000059660456,0.00021447848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985415,0.000270477,0.0003515256,0.00040921074,0.00022316235,0.00020412832],"domain_scores_gemma":[0.9990596,0.00024564972,0.00011917107,0.00022070241,0.0002627935,0.00009207868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008813435,0.00012884648,0.00018462942,0.000030103727,0.00025191504,0.000008746177,0.00013256114,0.00006985499,0.00010004206],"category_scores_gemma":[0.00034565546,0.00006964962,0.000055630448,0.00009853625,0.00009609323,0.000036050842,0.00002415344,0.00006259627,0.000013042118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076685622,0.011337281,0.41351977,0.0006840693,0.00032466068,9.911049e-7,0.023877809,0.00029648637,0.0056350227,0.009240372,0.3674271,0.15998787],"study_design_scores_gemma":[0.0024256534,0.0016204858,0.9526126,0.0001519735,0.00004336711,0.000005594438,0.003172787,9.0768674e-7,0.0009034702,0.012941783,0.025904238,0.00021716896],"about_ca_topic_score_codex":0.00006352242,"about_ca_topic_score_gemma":0.000022433916,"teacher_disagreement_score":0.5390928,"about_ca_system_score_codex":0.00014779391,"about_ca_system_score_gemma":0.000019641499,"threshold_uncertainty_score":0.2840229},"labels":[],"label_agreement":null},{"id":"W2140533018","doi":"10.1093/aje/kwn298","title":"Psychiatric Epidemiology: Reducing the Global Burden of Mental Illness","year":2008,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Epidemiology; Mental illness; Medicine; Psychiatry; National Comorbidity Survey; Psychiatric epidemiology; Population; Comorbidity; Mental health; Public health; Gerontology; Environmental health; Pathology","score_opus":0.06951555636663083,"score_gpt":0.42637592096462174,"score_spread":0.3568603645979909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140533018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695986,0.009228746,0.00078453834,0.014285672,0.0027969414,0.00025040505,0.0000259375,0.000014128201,0.0030150379],"genre_scores_gemma":[0.9908822,0.0014730532,0.003912107,0.0026964415,0.00085583294,0.000014218121,0.000007779556,0.000017205994,0.0001411233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923059,0.004185724,0.002257882,0.000343118,0.00014071468,0.0007666837],"domain_scores_gemma":[0.9907678,0.0048175785,0.0035543013,0.00047497495,0.000117323936,0.00026802527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004958688,0.00026455687,0.00158621,0.00015564593,0.00033835726,0.0000012836393,0.0007185237,0.00012625419,0.00045453885],"category_scores_gemma":[0.0012880288,0.00016025,0.00042056828,0.0005937215,0.0017997595,0.000089916815,0.00007950041,0.00046629008,0.000051800052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010722327,0.00028129527,0.80266494,0.000015131196,0.0005125493,0.000065853696,0.0024807828,0.00021123237,0.000011486332,0.010407047,0.022420302,0.15985714],"study_design_scores_gemma":[0.0037442886,0.0074264524,0.9161111,0.00013153473,0.00035818623,0.012136565,0.01039068,0.0001734214,0.000025084264,0.01868305,0.030219208,0.00060043135],"about_ca_topic_score_codex":0.004195983,"about_ca_topic_score_gemma":0.000013225928,"teacher_disagreement_score":0.1592567,"about_ca_system_score_codex":0.0001870265,"about_ca_system_score_gemma":0.000099096964,"threshold_uncertainty_score":0.66312885},"labels":[],"label_agreement":null},{"id":"W2140863232","doi":"10.1007/bf03405269","title":"Gender and Remission of Mental Illness","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research","keywords":"Mental illness; Psychology; Psychiatry; Psychotherapist; Mental health","score_opus":0.10130207838356521,"score_gpt":0.39490589931338277,"score_spread":0.29360382092981757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140863232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703407,0.0061093727,0.00005996812,0.013784426,0.0007983078,0.00017216726,0.000021301137,0.0000034461698,0.008710297],"genre_scores_gemma":[0.9972784,0.00010832372,0.00014336924,0.0020487288,0.000110034416,6.6314516e-7,0.000006116384,0.000006176712,0.00029816927],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99872535,0.00015667944,0.00045166616,0.000098213226,0.00012762628,0.00044048973],"domain_scores_gemma":[0.9976299,0.000023792136,0.00032607128,0.00010682802,0.00006956867,0.0018438462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009537687,0.000082321836,0.00022643855,0.00029597268,0.00019803228,0.00002246096,0.0001268349,0.00005870987,0.0007804142],"category_scores_gemma":[0.000027826612,0.00006761127,0.000036760648,0.00015492117,0.00005023569,0.00015146949,0.0000035787525,0.00014385261,0.000004266858],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024072728,0.00010955271,0.04061439,0.000050663926,0.000037445647,0.00007915696,0.011530644,1.11702235e-7,0.00001835261,0.010659479,0.027394574,0.9094816],"study_design_scores_gemma":[0.0025363548,0.0013863095,0.8315738,0.00013556941,0.000011083134,0.000718988,0.0086606,0.0000059603985,0.000039277176,0.0013245441,0.15342142,0.00018609827],"about_ca_topic_score_codex":0.005224697,"about_ca_topic_score_gemma":0.0017787388,"teacher_disagreement_score":0.90929544,"about_ca_system_score_codex":0.000272079,"about_ca_system_score_gemma":0.0012697943,"threshold_uncertainty_score":0.8544988},"labels":[],"label_agreement":null},{"id":"W2141040506","doi":"10.1097/jgp.0b013e3181dd1c06","title":"Correlates of Perceived Need for and Use of Mental Health Services by Older Adults in the Collaborative Psychiatric Epidemiology Surveys","year":2010,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":177,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Mental health; Help-seeking; Psychiatry; Psychiatric epidemiology; Specialty; Epidemiology; Perception; Logistic regression; Medicine; Clinical psychology; Psychology; Suicide prevention; Poison control; Environmental health","score_opus":0.011663954177516068,"score_gpt":0.3387107242364739,"score_spread":0.3270467700589578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141040506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873301,0.005452773,0.00007568362,0.0035164088,0.0023401852,0.0009603061,0.00027965335,0.000004800059,0.000040094466],"genre_scores_gemma":[0.9921286,0.00088400533,0.005879175,0.000821365,0.0001815348,0.000026492176,0.000038101167,0.00002215826,0.00001853865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99610466,0.0015153184,0.0015186225,0.00027432176,0.00018154623,0.00040551336],"domain_scores_gemma":[0.99489397,0.0013660938,0.0031506866,0.00026105848,0.00017030397,0.00015786759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024144663,0.00024110818,0.000969459,0.00036162627,0.00013378677,0.000011251751,0.00036065932,0.00010789069,0.000055357315],"category_scores_gemma":[0.000041526884,0.00016440375,0.00015454028,0.0009486224,0.00029613465,0.00017583896,0.000023270455,0.00038737158,0.000001100973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018179632,0.0011700704,0.9573836,0.00019653821,0.00014932036,7.2816493e-7,0.009036894,0.0000012110152,0.000036856454,0.0004064823,0.005293258,0.024507077],"study_design_scores_gemma":[0.00437244,0.0035702812,0.9701737,0.000113842776,0.00006228609,0.00006744186,0.020938111,0.000024054105,0.0000021140968,0.0003383148,0.00019925175,0.00013813065],"about_ca_topic_score_codex":0.0019883167,"about_ca_topic_score_gemma":0.00054129347,"teacher_disagreement_score":0.024368947,"about_ca_system_score_codex":0.000026150628,"about_ca_system_score_gemma":0.00016439758,"threshold_uncertainty_score":0.67041904},"labels":[],"label_agreement":null},{"id":"W2141324464","doi":"10.1590/s0104-07072009000100019","title":"The many faces of depression in primary care","year":2009,"lang":"en","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Depression (economics); Presentation (obstetrics); Psychological intervention; Primary care; Nursing; Work (physics); Population; Health care; Mental health; Collaborative Care; Psychology; Psychiatry; Medicine; Family medicine; Political science; Environmental health","score_opus":0.2852749556662845,"score_gpt":0.5024007720143817,"score_spread":0.2171258163480972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141324464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8394649,0.009081808,0.000021123424,0.0003042158,0.00032139733,0.0006656236,0.000013520744,0.000052782416,0.15007463],"genre_scores_gemma":[0.99518186,0.00009843973,0.00004385319,0.0007093457,0.000056351615,0.000060199643,0.000043073145,0.000014662547,0.0037921963],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984392,0.0001589002,0.0004804764,0.00031036383,0.00020316838,0.00040787068],"domain_scores_gemma":[0.9990886,0.00014744925,0.00016719644,0.00047702124,0.00004355589,0.00007620541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000209397,0.0001924285,0.0002822777,0.00008752042,0.0001928928,0.00003087035,0.00037973875,0.000107817395,0.0004755982],"category_scores_gemma":[0.000007634567,0.00013010504,0.00007749657,0.00016487336,0.000078773905,0.00014379862,0.00006014473,0.00019452944,0.00016798615],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043527345,0.00025928888,0.056877308,0.000057448087,0.000021873144,0.000060304246,0.004486534,0.0000016759772,0.00081360707,0.0027371305,0.0031818354,0.9310677],"study_design_scores_gemma":[0.0020109168,0.00021680644,0.9800922,0.00012420183,0.00001851288,0.0000063772864,0.0020875859,0.000008415102,0.0010637848,0.00038940008,0.013808558,0.00017322307],"about_ca_topic_score_codex":0.00031387276,"about_ca_topic_score_gemma":0.00015944004,"teacher_disagreement_score":0.9308945,"about_ca_system_score_codex":0.00010950183,"about_ca_system_score_gemma":0.00002253376,"threshold_uncertainty_score":0.530553},"labels":[],"label_agreement":null},{"id":"W2141464715","doi":"10.1093/bjsw/bcs032","title":"Challenging the Stigma of Mental Illness","year":2012,"lang":"en","type":"article","venue":"The British Journal of Social Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental health; Mental illness; Psychology; Social stigma; Narrative; Psychiatry; Population; Social psychology; Medicine; Family medicine; Environmental health","score_opus":0.03339035764946889,"score_gpt":0.3469430969486209,"score_spread":0.313552739299152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141464715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97290194,0.014218722,0.000010956316,0.0024230154,0.0020829623,0.00015734269,0.000006578046,0.000005216358,0.008193295],"genre_scores_gemma":[0.99731547,0.00021974002,0.0000117158215,0.00016607458,0.0013362024,0.000005579882,0.0000012274533,0.000012049005,0.0009319669],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989135,0.00021537178,0.00032275065,0.00004530913,0.00022770032,0.00027535475],"domain_scores_gemma":[0.9993649,0.00012231772,0.00035170978,0.00006679162,0.00003761123,0.000056650624],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008573877,0.00007067746,0.00017872501,0.000017119144,0.0015557919,0.000042925818,0.0002904187,0.000050112256,0.00083206006],"category_scores_gemma":[0.000009094193,0.00004707674,0.00012280932,0.00018340757,0.00014163594,0.0001101512,0.000037628553,0.00026034928,0.000029604014],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034285,0.0006669047,0.010221719,0.000026119473,0.0003913042,0.000051758678,0.04560126,0.0000010393293,0.000020899108,0.0058582453,0.031402726,0.9054152],"study_design_scores_gemma":[0.0029355034,0.00016576344,0.9115052,0.0006125741,0.00023121727,0.0013855909,0.04866917,6.146037e-7,0.00020786039,0.0016146854,0.0323957,0.00027611625],"about_ca_topic_score_codex":0.00008690494,"about_ca_topic_score_gemma":0.0000067081405,"teacher_disagreement_score":0.905139,"about_ca_system_score_codex":0.000042479092,"about_ca_system_score_gemma":0.000008214371,"threshold_uncertainty_score":0.99974406},"labels":[],"label_agreement":null},{"id":"W2141518789","doi":"","title":"Cultural variations in the clinical presentation of depression and anxiety: implications for diagnosis and treatment.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":716,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Somatization; Distress; Psychology; Anxiety; Depression (economics); Presentation (obstetrics); Clinical psychology; Mental health; Psychiatry; Disease; Meaning (existential); Psychotherapist; Medicine","score_opus":0.1757949574774273,"score_gpt":0.468097359507349,"score_spread":0.2923024020299217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141518789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927013,0.00061235623,0.000039250997,0.0031682658,0.000080048274,0.002089579,0.000032819455,0.000007372619,0.001268993],"genre_scores_gemma":[0.9840447,0.0015074824,0.000091061316,0.000101704805,0.00005693878,0.013972312,0.000048484213,0.0000035607977,0.00017376745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993974,0.00009266001,0.00020088529,0.00015229818,0.000029851326,0.0001268883],"domain_scores_gemma":[0.99931705,0.00044587263,0.000073926305,0.00010920815,0.000015306707,0.00003863737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019105089,0.00005334091,0.00009039938,0.000029472807,0.00009617223,0.000015561543,0.0000441168,0.00004464599,0.000009187328],"category_scores_gemma":[0.00002881406,0.00003238863,0.000023840152,0.000088211294,0.00003543164,0.00008697849,0.00000940343,0.000025235733,5.0497425e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033980796,0.00020073356,0.58812654,0.0000026372643,0.000010424415,1.0979394e-7,0.0003688249,6.0836385e-8,4.0821683e-7,0.0007188623,0.0002795346,0.41025785],"study_design_scores_gemma":[0.0013927808,0.00005078311,0.99463373,0.0000023244916,0.00003987902,0.000004702874,0.00022720081,0.00000887189,0.000008635486,0.000843807,0.002757408,0.000029886687],"about_ca_topic_score_codex":0.00029261422,"about_ca_topic_score_gemma":0.00022061309,"teacher_disagreement_score":0.41022795,"about_ca_system_score_codex":0.000014664133,"about_ca_system_score_gemma":0.0000025384613,"threshold_uncertainty_score":0.13207701},"labels":[],"label_agreement":null},{"id":"W2141579885","doi":"10.4103/0973-1229.90276","title":"Stigma of Mental Illness-2: Non-compliance and Intervention","year":2012,"lang":"en","type":"article","venue":"Mens Sana monographs","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University; St. Thomas University","funders":"","keywords":"Stigma (botany); Mental illness; Psychology; Compliance (psychology); Intervention (counseling); Psychiatry; Clinical psychology; Medicine; Social psychology; Mental health","score_opus":0.05125988274896615,"score_gpt":0.38134781691926345,"score_spread":0.3300879341702973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141579885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987456,0.0036153367,0.0000799585,0.000055282926,0.0008940092,0.0003545321,0.000037108563,0.000023279863,0.0074844644],"genre_scores_gemma":[0.99904543,0.00008472181,0.00023953481,0.00005250586,0.00004988253,0.00006785584,0.000040762563,0.000012516029,0.0004067874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991067,0.00005377678,0.00025662157,0.0001685855,0.00009805131,0.00031626612],"domain_scores_gemma":[0.9995271,0.000024347262,0.00012772558,0.00018700019,0.000014161623,0.000119680684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018475422,0.0001264839,0.000180804,0.00012419179,0.00013309903,0.000008728837,0.00008828193,0.000055387085,0.0008219585],"category_scores_gemma":[0.0000015255517,0.000112757494,0.00007632294,0.0001707827,0.000091587084,0.0001624867,0.000041912605,0.00006393611,0.00005280692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001988108,0.0011348082,0.7464141,0.00018695301,0.00018210188,0.000003862371,0.007194126,8.0535706e-8,0.0006049112,0.0019481005,0.004443519,0.23768859],"study_design_scores_gemma":[0.00231365,0.00032856356,0.98502153,0.0001702725,0.00006528557,0.000015510273,0.0042994237,0.00002615274,0.0035620125,0.00031469503,0.0036332307,0.0002496848],"about_ca_topic_score_codex":0.00030358258,"about_ca_topic_score_gemma":0.000018750705,"teacher_disagreement_score":0.23860739,"about_ca_system_score_codex":0.000019024068,"about_ca_system_score_gemma":0.0000014249742,"threshold_uncertainty_score":0.899987},"labels":[],"label_agreement":null},{"id":"W2141693119","doi":"10.1111/j.1360-0443.2011.03601.x","title":"The effectiveness of interventions for reducing stigma related to substance use disorders: a systematic review","year":2011,"lang":"en","type":"review","venue":"Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":931,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; BC Mental Health & Substance Use Services","funders":"","keywords":"Psychological intervention; Motivational interviewing; Stigma (botany); Inclusion (mineral); Substance use; Clinical psychology; Social stigma; Psychology; Psychiatry; Medicine; Substance abuse; Family medicine; Social psychology","score_opus":0.11235509749427479,"score_gpt":0.44415666299495926,"score_spread":0.33180156550068446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141693119","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021882091,0.98341525,0.0002842298,0.000007505633,0.0012763938,0.0145311905,0.00010513087,0.000041110055,0.00031729398],"genre_scores_gemma":[0.00017048123,0.98662424,0.000026372503,0.000007280334,0.000015978463,0.011623205,0.00022973139,0.000042266023,0.0012604243],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9966155,0.0015321134,0.0012022608,0.00033786928,0.000089305955,0.00022292759],"domain_scores_gemma":[0.9962836,0.0020887142,0.0009091478,0.0005893069,0.000072866984,0.00005634577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017438658,0.00025108422,0.001440019,0.000116298375,0.00024227967,0.000018466266,0.00024265918,0.00014921212,0.000068245696],"category_scores_gemma":[0.00026443443,0.00015553288,0.0007347307,0.00041725335,0.000030873995,0.00010107948,0.000021398464,0.00014991661,0.00010198125],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003351708,0.00010549039,0.0000018053692,0.77318406,0.00047012497,3.1354205e-7,0.00006140478,3.6468464e-8,1.6238177e-8,0.0024143502,0.00036190948,0.22336695],"study_design_scores_gemma":[0.00019292382,0.00022786927,0.00005310916,0.9546719,0.004003804,0.000007903912,0.000016672902,3.3721332e-7,2.0974099e-7,0.00012435143,0.040574048,0.00012685359],"about_ca_topic_score_codex":0.00015215343,"about_ca_topic_score_gemma":0.000079888065,"teacher_disagreement_score":0.22324009,"about_ca_system_score_codex":0.00015939122,"about_ca_system_score_gemma":0.000019028246,"threshold_uncertainty_score":0.6342446},"labels":[],"label_agreement":null},{"id":"W2141928636","doi":"10.9778/cmajo.20140052","title":"The diagnosis of depression and its treatment in Canadian primary care practices: an epidemiological study","year":2014,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta; Queen's University; University of British Columbia","funders":"","keywords":"Medicine; Depression (economics); Comorbidity; Epidemiology; Dementia; Primary care; Psychiatry; Internal medicine; Disease; Family medicine","score_opus":0.16552695981411542,"score_gpt":0.48078397716615656,"score_spread":0.31525701735204115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141928636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783595,0.0020194766,9.3535164e-8,0.00038032644,0.00011891667,0.0023982439,0.000010826597,0.0000049050996,0.01670766],"genre_scores_gemma":[0.9981298,0.00016110187,0.000022211392,0.00023250481,0.000029813382,0.0011594084,0.00003243813,0.0000072580024,0.00022545479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982457,0.0008675439,0.00023670559,0.00029695468,0.000057671008,0.00029543534],"domain_scores_gemma":[0.9985275,0.00076009677,0.00019399967,0.0002929636,0.000018710662,0.00020669342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007883174,0.00011000952,0.00025405374,0.00003784021,0.00024141025,0.000037601036,0.00030049772,0.000065759334,0.00011346451],"category_scores_gemma":[0.00011230869,0.00005931124,0.000015388916,0.00006603472,0.000024750123,0.00015506316,0.00009222436,0.00006720106,0.00001672025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011189857,0.0003832674,0.86454237,0.000010815587,0.000016241152,0.000011985003,0.0032413555,5.096498e-7,6.7638206e-7,0.00020012494,0.000064683314,0.1314161],"study_design_scores_gemma":[0.0013707067,0.0012235495,0.98661983,0.000027276197,0.000023109658,0.0000017300403,0.003958226,0.000010263371,0.00002229268,0.000049539478,0.0066298265,0.00006367469],"about_ca_topic_score_codex":0.682611,"about_ca_topic_score_gemma":0.81334025,"teacher_disagreement_score":0.13135242,"about_ca_system_score_codex":0.0001902161,"about_ca_system_score_gemma":0.000055096887,"threshold_uncertainty_score":0.31950253},"labels":[],"label_agreement":null},{"id":"W2142120573","doi":"10.1111/j.1447-0349.2009.00599.x","title":"Powerlessness, marginalized identity, and silencing of health concerns: Voiced realities of women living with a mental health diagnosis","year":2009,"lang":"en","type":"article","venue":"International Journal of Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Health Canada; World Health Organization","keywords":"Mental health; Health care; Interpersonal communication; Identity (music); Qualitative research; Population; Medicine; Nursing; Psychology; Social psychology; Sociology; Psychiatry; Political science; Environmental health; Social science","score_opus":0.04337361227128753,"score_gpt":0.4298074995783961,"score_spread":0.38643388730710854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142120573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96123767,0.015701614,0.00021618197,0.020098232,0.0015973576,0.00062537054,0.0001224432,0.00001565431,0.0003854586],"genre_scores_gemma":[0.9936338,0.0034567064,0.0008510324,0.0017703661,0.00016815137,0.000012532454,0.00003151286,0.00002341218,0.000052477095],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99568015,0.00052337017,0.0018259403,0.00027426262,0.0010387292,0.00065753073],"domain_scores_gemma":[0.99587893,0.00018635817,0.0031649722,0.00014776786,0.00021283304,0.00040911796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021961886,0.0002552267,0.0009670913,0.00045553944,0.00030642748,0.000051206953,0.00038091803,0.000058197456,0.000223656],"category_scores_gemma":[0.000020959782,0.00022586489,0.00010360529,0.00020655848,0.00019648837,0.0006713389,0.000043696138,0.00024667295,0.0000013734085],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035554275,0.004225934,0.085040115,0.0009060575,0.0006347429,0.00003383106,0.22687034,0.000009728457,0.00014664028,0.0095317215,0.0037496488,0.66529584],"study_design_scores_gemma":[0.023471931,0.0273673,0.5945242,0.06369885,0.00006913212,0.0018115571,0.28136477,0.0000969413,0.0007531866,0.0048113787,0.0011466836,0.00088405143],"about_ca_topic_score_codex":0.0030896333,"about_ca_topic_score_gemma":0.00015267615,"teacher_disagreement_score":0.6644118,"about_ca_system_score_codex":0.0030779622,"about_ca_system_score_gemma":0.00051374495,"threshold_uncertainty_score":0.92105025},"labels":[],"label_agreement":null},{"id":"W2142163553","doi":"10.1176/ps.2007.58.1.79","title":"Antidepressant Utilization in British Columbia From 1996 to 2004: Increasing Prevalence but Not Incidence","year":2007,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Antidepressant; Incidence (geometry); Medicine; Environmental health; Psychiatry; Emergency medicine; Demography; Gerontology; Sociology","score_opus":0.024616886369544667,"score_gpt":0.3380757470394188,"score_spread":0.3134588606698741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142163553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98920476,0.0059970543,0.000112151574,0.000121748664,0.0014944165,0.0008385139,0.00010212801,0.00009924062,0.0020299938],"genre_scores_gemma":[0.9954875,0.00021600851,0.0014812776,0.001866028,0.00033742416,0.000055571716,0.00006634954,0.000028263326,0.00046158244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976227,0.0001552525,0.0006232245,0.0006898082,0.00033446564,0.00057449803],"domain_scores_gemma":[0.9988699,0.00025021296,0.00021985275,0.00039666696,0.000053197804,0.00021014897],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006739459,0.00016038376,0.00025858113,0.00016535512,0.00023537503,0.00021863166,0.00047017337,0.00015053472,0.0012732417],"category_scores_gemma":[0.000015623085,0.0002428529,0.000044571436,0.00091478473,0.000022355709,0.00031935817,0.00009097978,0.00015936875,0.0002598067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017558884,0.00031748952,0.96403223,0.00018887897,0.000013943328,0.00006311996,0.0006658366,0.0000030315302,0.000050909744,0.000007800719,0.00032802764,0.03415314],"study_design_scores_gemma":[0.0009598121,0.0000845985,0.9969887,0.00017399347,0.00003279835,0.000022225644,0.000826876,0.00006320709,0.00005569599,0.00024726926,0.00030783063,0.0002369799],"about_ca_topic_score_codex":0.5924016,"about_ca_topic_score_gemma":0.5525936,"teacher_disagreement_score":0.039808054,"about_ca_system_score_codex":0.00009595634,"about_ca_system_score_gemma":0.000021232241,"threshold_uncertainty_score":0.99963975},"labels":[],"label_agreement":null},{"id":"W2142492706","doi":"","title":"Population-based use of mental health services and patterns of delivery among family physicians, 1992 to 2001.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Mental health; Psychosocial; Population; Socioeconomic status; Medicine; Demography; Psychiatry; Gerontology; Environmental health","score_opus":0.03830148761928803,"score_gpt":0.30776879471521684,"score_spread":0.2694673070959288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142492706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974233,0.0002721796,0.0000091657375,0.00074358593,0.00014346853,0.0010419036,0.0002539734,0.000016590673,0.00009586683],"genre_scores_gemma":[0.99689716,0.000024547458,0.00012675303,0.0023003158,0.000051386713,0.0002562961,0.00016549743,0.000012041917,0.00016600874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999,0.00006586403,0.00030866743,0.00018991828,0.0001351112,0.00030044463],"domain_scores_gemma":[0.9994616,0.000043535147,0.00019457893,0.00015856636,0.000015290338,0.0001264665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010670149,0.000102554724,0.0002205812,0.00009455279,0.000058157835,0.000010226169,0.00007720092,0.000036439746,0.00003558339],"category_scores_gemma":[9.459777e-7,0.00009753359,0.000033122218,0.00009384785,0.000014199193,0.00015395269,0.000021971518,0.00003623223,0.0000033649878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091695896,0.00023457772,0.7926184,0.00012115173,0.00002284385,4.6750054e-7,0.00052434305,0.000017303906,0.000006796681,0.000016071644,0.00050346187,0.2058429],"study_design_scores_gemma":[0.00072863104,0.000054611195,0.9981624,0.00006198135,0.000009444598,1.8065937e-7,0.00023882864,0.00006516185,0.00013890276,0.000002731221,0.00046823587,0.00006888107],"about_ca_topic_score_codex":0.029683294,"about_ca_topic_score_gemma":0.0043243435,"teacher_disagreement_score":0.20577402,"about_ca_system_score_codex":0.000065448934,"about_ca_system_score_gemma":0.0000050745834,"threshold_uncertainty_score":0.97677815},"labels":[],"label_agreement":null},{"id":"W2142603995","doi":"10.1177/070674370404900207","title":"The Course of Depressive Illness in General Practice","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Depression (economics); Referral; Medicine; Major depressive episode; Psychiatry; Placebo; Primary care; Pediatrics; Mood; Family medicine; Alternative medicine","score_opus":0.016425371446078866,"score_gpt":0.34935477746220667,"score_spread":0.3329294060161278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142603995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91467994,0.0144836055,0.000009966973,0.059813324,0.005141747,0.00022713763,0.000013391484,0.0000017500242,0.0056291143],"genre_scores_gemma":[0.99787784,0.000054958302,0.0002845712,0.0011714102,0.00040608092,0.0000062655286,8.634625e-7,0.000011255921,0.00018677497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988772,0.00019006745,0.00041786899,0.000076451266,0.00013492716,0.00030346244],"domain_scores_gemma":[0.9988199,0.00013082605,0.000498196,0.00023756309,0.000097313874,0.00021624041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006423337,0.00009361274,0.00014660438,0.000082785875,0.00040733945,0.000031233718,0.00044118438,0.00005436503,0.00010265437],"category_scores_gemma":[0.000026388389,0.000050714138,0.00007099908,0.00018624432,0.00016081438,0.00011456697,0.000007008218,0.00033319034,0.000014438425],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001275383,0.0008296836,0.37130618,0.000055191736,0.00083830545,0.00066084496,0.023215149,0.0012516141,0.000012400061,0.5151671,0.033063754,0.052324384],"study_design_scores_gemma":[0.010118061,0.0009915923,0.80036956,0.0004915816,0.0003653624,0.0024934069,0.037349064,0.000009077163,0.00017622956,0.11390331,0.033271156,0.00046160995],"about_ca_topic_score_codex":0.06283064,"about_ca_topic_score_gemma":0.5687972,"teacher_disagreement_score":0.5059665,"about_ca_system_score_codex":0.00013671059,"about_ca_system_score_gemma":0.0014045808,"threshold_uncertainty_score":0.94341004},"labels":[],"label_agreement":null},{"id":"W2142836172","doi":"","title":"The needs of rural and urban young, middle-aged and older adults with a serious mental illness.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph's Care Group","funders":"","keywords":"Mental health; Medicine; Gerontology; Mental illness; Vocational education; Age groups; Older people; Young adult; Needs assessment; Psychology; Psychiatry; Demography","score_opus":0.012908093993896018,"score_gpt":0.25583179618264634,"score_spread":0.2429237021887503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142836172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901958,0.0030024871,0.0000024480064,0.00017598673,0.00033258813,0.001342204,0.00000993681,0.000020700654,0.0049178326],"genre_scores_gemma":[0.9967229,0.00007673557,0.0000067561214,0.00010172825,0.000052715506,0.00045958275,0.000010256917,0.000013396478,0.002555948],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99917215,0.00003650323,0.00018223247,0.00010476559,0.00011323969,0.0003911057],"domain_scores_gemma":[0.99955845,0.00006659871,0.00009215217,0.00014163586,0.000012778703,0.00012840664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027043535,0.000119066266,0.00013294378,0.000055806628,0.00022959417,0.000024959867,0.00007568533,0.00005057031,0.000021340564],"category_scores_gemma":[0.0000028814527,0.00007104524,0.000016134076,0.00012470302,0.0001616292,0.00007060492,0.000031377924,0.00007437283,0.0000017101959],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018228481,0.00015498274,0.40882024,0.000059345606,0.000090919115,0.000013279576,0.023896866,6.369706e-9,0.0000042784773,0.00034181355,0.00052877236,0.5642666],"study_design_scores_gemma":[0.0030565183,0.00009912161,0.97766185,0.00002705155,0.000024804594,0.00006147364,0.01816934,6.072552e-7,0.00016439294,0.000014484301,0.0006224404,0.00009794087],"about_ca_topic_score_codex":0.00041684715,"about_ca_topic_score_gemma":0.00040046548,"teacher_disagreement_score":0.5688416,"about_ca_system_score_codex":0.00002402823,"about_ca_system_score_gemma":0.000002984121,"threshold_uncertainty_score":0.28971407},"labels":[],"label_agreement":null},{"id":"W2142916408","doi":"10.3109/00048674.2011.594785","title":"Noting a Landmark Achievement: Mental Health First Aid Training Reaches 1% of Australian Adults","year":2011,"lang":"en","type":"editorial","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; General partnership; Training (meteorology); Population; Psychology; China; Action plan; Mental illness; Political science; Medical education; Nursing; Geography; Medicine; Psychiatry; Management; Environmental health","score_opus":0.0434009374603198,"score_gpt":0.3456641808587193,"score_spread":0.3022632433983995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142916408","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04205355,0.0017462791,0.0000028469667,0.023290183,0.9297264,0.0010479437,0.0007987125,0.000051162337,0.0012829127],"genre_scores_gemma":[0.04303382,0.0013439109,0.00611492,0.00032474744,0.8635065,0.000028789738,0.001343563,0.00031651347,0.083987266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936369,0.00032486764,0.0029674256,0.00067888724,0.0011151774,0.0012767409],"domain_scores_gemma":[0.99307823,0.00020136304,0.0049802735,0.00057307817,0.00016108321,0.0010059773],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013171482,0.0008514615,0.0017789481,0.0005730769,0.0003548213,0.00007381568,0.0010237488,0.0010247501,0.0017569911],"category_scores_gemma":[0.00003900214,0.0007283241,0.00069336145,0.00033185742,0.00012783379,0.0003110284,0.000070413014,0.0020414963,0.00007221111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027151222,0.0010277071,0.021934524,0.00071885315,0.0008477342,0.000044576744,0.011223774,6.760005e-7,0.0000014563775,0.000069185175,0.95173174,0.009684659],"study_design_scores_gemma":[0.012113858,0.005115866,0.009742621,0.0055870954,0.00031525965,0.0001361434,0.0038051128,1.7670594e-7,0.000012471259,0.00047655992,0.96204823,0.0006465917],"about_ca_topic_score_codex":0.00629673,"about_ca_topic_score_gemma":0.0030006426,"teacher_disagreement_score":0.08270435,"about_ca_system_score_codex":0.0002698949,"about_ca_system_score_gemma":0.0010633048,"threshold_uncertainty_score":0.9995168},"labels":[],"label_agreement":null},{"id":"W2143507608","doi":"10.1136/jech.2009.090910","title":"Socioeconomic status and the risk of major depression: the Canadian National Population Health Survey","year":2009,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":153,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; McGill University; Heritage Medical Research Clinic; University of Calgary","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Medicine; Socioeconomic status; Major depressive episode; Population; Depression (economics); Cohort study; Demography; Cohort; Incidence (geometry); Longitudinal study; Gerontology; Environmental health; Psychiatry; Cognition","score_opus":0.1253977452595766,"score_gpt":0.46554844044084664,"score_spread":0.34015069518127006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143507608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9303821,0.012289423,0.000033911132,0.055937767,0.00037331448,0.00042677368,0.000102889935,0.000004254269,0.00044959172],"genre_scores_gemma":[0.9745733,0.0022487177,0.00023418736,0.022725686,0.00010215271,0.0000040094146,0.00008199316,0.0000066176963,0.000023297502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9739711,0.023815682,0.0014736091,0.00011523072,0.00011840867,0.0005059599],"domain_scores_gemma":[0.9860587,0.010306113,0.0027185516,0.00039076142,0.00013878004,0.0003870636],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.039809864,0.00013345099,0.00076002994,0.00015372406,0.0020557097,0.00000900966,0.00037151185,0.0001239792,0.00009575371],"category_scores_gemma":[0.001344368,0.00007302627,0.0001079409,0.00009279077,0.00029049968,0.000088508314,0.00003079336,0.0013770113,0.000005045035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037672144,0.00009985799,0.9558579,0.000014740595,0.00008523881,2.2019563e-7,0.0017631388,0.000036885867,2.9528527e-8,0.0074878368,0.009184985,0.02509246],"study_design_scores_gemma":[0.001712146,0.0004513347,0.971716,0.00003678732,0.000014142742,0.00003069145,0.00046782652,0.00004038474,8.112157e-8,0.024895491,0.00059182156,0.000043281947],"about_ca_topic_score_codex":0.9014463,"about_ca_topic_score_gemma":0.87567884,"teacher_disagreement_score":0.04419126,"about_ca_system_score_codex":0.000813638,"about_ca_system_score_gemma":0.00082261994,"threshold_uncertainty_score":0.9992435},"labels":[],"label_agreement":null},{"id":"W2143745864","doi":"10.1007/s10488-011-0379-3","title":"Moving the Mental Health Equity Dialogue Forward: The Promise of a Social Entrepreneur Framework","year":2011,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Equity (law); Public relations; Mental health service; Torture; Psychology; Sociology; Political science; Economic growth; Economics; Psychiatry; Human rights","score_opus":0.11114672357891417,"score_gpt":0.519115238756954,"score_spread":0.4079685151780398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143745864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86779594,0.0074781626,0.000002773511,0.11266771,0.000604672,0.0065219803,0.0007354111,0.000040130202,0.0041532093],"genre_scores_gemma":[0.97955054,0.0052174176,0.00010970243,0.013605703,0.00024902925,0.0003556011,0.0004345527,0.000029212913,0.00044822728],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941366,0.0017474656,0.0011984173,0.0006223355,0.0007734998,0.001521688],"domain_scores_gemma":[0.99792004,0.0002301137,0.0005538221,0.00037629748,0.000041494757,0.00087825314],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034508866,0.00032177192,0.00052212656,0.00028397213,0.003234587,0.00009013259,0.00046395854,0.00014061283,0.0002223626],"category_scores_gemma":[0.000009522011,0.00022398007,0.00007244235,0.00066644757,0.0005008448,0.00022845082,0.00039542324,0.0007295417,0.000020120695],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044748704,0.0024076744,0.037164446,0.004802061,0.00008250015,0.00000656106,0.6365701,4.0596507e-8,0.000017496302,0.06498263,0.0046727783,0.24481885],"study_design_scores_gemma":[0.012994186,0.020002784,0.40024948,0.0026495666,0.000015733147,0.0003398277,0.48934355,0.00029352115,0.00041546757,0.010381145,0.06232444,0.0009902873],"about_ca_topic_score_codex":0.040964026,"about_ca_topic_score_gemma":0.012779477,"teacher_disagreement_score":0.36308503,"about_ca_system_score_codex":0.00063648075,"about_ca_system_score_gemma":0.001079346,"threshold_uncertainty_score":0.9980631},"labels":[],"label_agreement":null},{"id":"W2143966410","doi":"","title":"Antidepressant use in older people: family physicians' knowledge, attitudes, and practices.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Fluoxetine; Antidepressant; Depression (economics); Dose; Primary care; Family medicine; Pharmacotherapy; Drug; Psychiatry; Emergency medicine; Pharmacology; Internal medicine; Anxiety","score_opus":0.06169890546835778,"score_gpt":0.3750609183247308,"score_spread":0.31336201285637305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143966410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97493964,0.0045099105,0.000003598339,0.0006517337,0.00040918344,0.0011147944,0.000009264893,0.000047548438,0.01831433],"genre_scores_gemma":[0.99229187,0.00023250679,0.0000708648,0.0006344112,0.00023585801,0.0015136304,0.000013850297,0.00002027447,0.0049867523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869674,0.00011257447,0.00023451546,0.00037081813,0.00009943937,0.00048593213],"domain_scores_gemma":[0.99925536,0.00019726536,0.00018305959,0.00024179985,0.000019400746,0.00010311274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023461084,0.00014730635,0.00020735414,0.00010208326,0.00007754079,0.00006780645,0.000116252886,0.00007902218,0.000084039435],"category_scores_gemma":[0.000030176676,0.00013439351,0.000026086915,0.00021213993,0.00003593808,0.0005437031,0.000056501034,0.00015639802,0.00011535356],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000550875,0.0009810814,0.6129341,0.000040604456,0.000027396605,0.000014493826,0.000865368,4.7021766e-7,0.0000034395794,0.0002342342,0.005449413,0.3793943],"study_design_scores_gemma":[0.0015603182,0.000011827475,0.98260266,0.000020117861,0.000018901372,0.0000057193115,0.00012965756,0.000012361741,0.000025987623,0.000009703235,0.0154681625,0.00013460305],"about_ca_topic_score_codex":0.0009325668,"about_ca_topic_score_gemma":0.0037844572,"teacher_disagreement_score":0.37925968,"about_ca_system_score_codex":0.000061761675,"about_ca_system_score_gemma":0.000007394169,"threshold_uncertainty_score":0.5480408},"labels":[],"label_agreement":null},{"id":"W2144269887","doi":"10.1016/j.euroneuro.2011.07.018","title":"The size and burden of mental disorders and other disorders of the brain in Europe 2010","year":2011,"lang":"en","type":"review","venue":"European Neuropsychopharmacology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3812,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"World Health Organization","keywords":"European union; Comorbidity; Depression (economics); Anxiety; Medicine; Mental health; Prevalence of mental disorders; Psychiatry; Population; Burden of disease; Environmental health","score_opus":0.03666244027346159,"score_gpt":0.37375664355378474,"score_spread":0.33709420328032313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144269887","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018300638,0.9460577,1.8798994e-7,0.00070123875,0.0033394364,0.0022861224,0.000078509736,0.000030736253,0.029205458],"genre_scores_gemma":[0.00764623,0.98752934,0.00000396191,0.00049457356,0.00011404414,0.000066812274,0.0000035691096,0.00018818895,0.0039532594],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940463,0.0037485955,0.0009786611,0.00063508516,0.00012830632,0.00046307122],"domain_scores_gemma":[0.99742484,0.0010741338,0.0008196592,0.0005582484,0.000019760635,0.00010336722],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00063121534,0.00048065808,0.00086916157,0.00012845352,0.00016684667,0.000015466125,0.0008547728,0.00011143035,0.00029529902],"category_scores_gemma":[0.000063510604,0.00028024687,0.00016914979,0.00049796863,0.0009433499,0.000041288113,0.00042492343,0.0006311122,0.000039775285],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023869665,0.00028298082,0.0005899329,0.001233381,0.00019623197,0.0000148514855,0.0014677559,1.1316101e-7,0.000046016667,0.00043542086,0.0057280245,0.9897666],"study_design_scores_gemma":[0.0017688923,0.00027092095,0.011623326,0.00046936626,0.00020377088,0.00003256024,0.00007351033,7.8881163e-7,3.6747232e-7,0.000037083453,0.9853055,0.00021389918],"about_ca_topic_score_codex":0.00023517657,"about_ca_topic_score_gemma":0.00010207675,"teacher_disagreement_score":0.9895527,"about_ca_system_score_codex":0.000015378988,"about_ca_system_score_gemma":0.00002887834,"threshold_uncertainty_score":0.99996495},"labels":[],"label_agreement":null},{"id":"W2144533729","doi":"10.1136/jech-2013-203093","title":"Income inequality among American states and the incidence of major depression","year":2013,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Depression (economics); Demography; Economic inequality; Gini coefficient; Inequality; Population; Incidence (geometry); Medicine; Longitudinal study; Multilevel model; Psychology; Economics; Sociology; Mathematics; Statistics","score_opus":0.08373875504834287,"score_gpt":0.46033780424211435,"score_spread":0.37659904919377146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144533729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868987,0.0038168293,0.00033893276,0.00803269,0.0002236597,0.00044146852,0.0000073824094,0.000008103753,0.00023222173],"genre_scores_gemma":[0.9933366,0.0017119059,0.001253758,0.0035827002,0.000052349224,0.000022749738,0.0000062141194,0.000009310631,0.00002436507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98233926,0.015269648,0.0017420758,0.00012493918,0.000119657154,0.00040440247],"domain_scores_gemma":[0.9812689,0.01436966,0.0032775728,0.0006415872,0.0001601952,0.000282099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015146602,0.00015522225,0.0011550622,0.00012780458,0.00050990557,0.000006616385,0.0005423113,0.000084890795,0.0001497516],"category_scores_gemma":[0.001546247,0.00008654659,0.00010452498,0.00017815217,0.0013903057,0.00019422942,0.0002167806,0.001261734,0.000007890775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035889543,0.00019252274,0.96501505,0.00009644208,0.000068537294,0.0000011078423,0.0025857065,0.0000044181597,0.0000037326063,0.0007163675,0.0008387125,0.030118516],"study_design_scores_gemma":[0.0015969985,0.0007833048,0.98029494,0.00018366579,0.000019814563,0.000040496143,0.003227771,0.000043148608,0.000008835343,0.013690082,0.000053511478,0.000057427314],"about_ca_topic_score_codex":0.21285759,"about_ca_topic_score_gemma":0.0061668046,"teacher_disagreement_score":0.20669079,"about_ca_system_score_codex":0.000112380054,"about_ca_system_score_gemma":0.00007018797,"threshold_uncertainty_score":0.792384},"labels":[],"label_agreement":null},{"id":"W2144731648","doi":"10.1186/1471-244x-10-85","title":"Simulation studies of age-specific lifetime major depression prevalence","year":2010,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Demography; Cohort; Incidence (geometry); Cohort effect; Medicine; Depression (economics); Cohort study; Population; Major depressive disorder; Gerontology; Pediatrics; Psychiatry; Internal medicine; Cognition","score_opus":0.05994857887133388,"score_gpt":0.40754419088706684,"score_spread":0.34759561201573297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144731648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798318,0.007873027,0.000162734,0.00009840626,0.0067417384,0.0005134388,0.000013850105,0.00006282885,0.0047021704],"genre_scores_gemma":[0.99197394,0.00005298058,0.0049013128,0.0000783121,0.0005100771,0.00005817714,0.000010809819,0.000018914427,0.0023954506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988326,0.00007806785,0.0003690517,0.00032288305,0.0001739133,0.00022352223],"domain_scores_gemma":[0.9990441,0.00016820696,0.00021114251,0.00045758666,0.000046866724,0.00007208293],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018978196,0.00014748778,0.00020310527,0.000081819264,0.00014621811,0.000009904861,0.0001930645,0.00012299232,0.0012301105],"category_scores_gemma":[0.000022047088,0.00011866163,0.000074634285,0.00013335289,0.000088572175,0.000096747244,0.00004524975,0.00016846767,0.0002711801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035281634,0.00058071845,0.9823274,0.0005032343,0.00005258638,0.000001161464,0.0007315626,0.00005364014,0.0004989662,0.0026638915,0.0041375686,0.008096453],"study_design_scores_gemma":[0.001940841,0.00015504415,0.99195683,0.00019145237,0.00005686294,0.0000037820641,0.0004487645,0.000114952636,0.00024903452,0.0025146008,0.0021624085,0.00020545164],"about_ca_topic_score_codex":0.000019538726,"about_ca_topic_score_gemma":0.00008709724,"teacher_disagreement_score":0.012142159,"about_ca_system_score_codex":0.000011985236,"about_ca_system_score_gemma":0.000016860238,"threshold_uncertainty_score":0.9996829},"labels":[],"label_agreement":null},{"id":"W2144762108","doi":"10.1177/070674370505001203","title":"Lay Beliefs about Treatments for People with Mental Illness and Their Implications for Antistigma Strategies","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Helpfulness; Vignette; Mental health literacy; Mental illness; Psychology; Mental health; Psychological intervention; Psychiatry; Population; Homeopathy; Social distance; Clinical psychology; Schizophrenia (object-oriented programming); Public health; Psychotherapist; Medicine; Social psychology; Alternative medicine; Nursing","score_opus":0.020276480778364116,"score_gpt":0.3311469660290376,"score_spread":0.31087048525067346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144762108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950793,0.0058818045,0.00058253505,0.037808575,0.0012648294,0.0012686751,0.000788251,0.000008243071,0.001604037],"genre_scores_gemma":[0.9960384,0.000034225068,0.0021434508,0.00051185023,0.0005332103,0.00012649226,0.000033028406,0.000023247316,0.00055611186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921215,0.000029606907,0.0002596663,0.00013253947,0.000039580933,0.00032646323],"domain_scores_gemma":[0.9991942,0.00006923335,0.00022195201,0.00016701614,0.000067125016,0.00028046305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015514463,0.00014908677,0.00019537643,0.000094391675,0.0010302955,0.00009155412,0.0001976388,0.000054354285,0.00009603816],"category_scores_gemma":[0.0000019889583,0.00008573837,0.000070403454,0.00008548541,0.00008922715,0.0001530817,0.0000036825595,0.000082282575,0.0000033183824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094881665,0.00053592294,0.4183422,0.00013529218,0.0016152809,0.0000028292068,0.022946825,0.00002727815,0.000030939456,0.3431134,0.067061834,0.14523938],"study_design_scores_gemma":[0.0073788967,0.0017419097,0.91190153,0.00015524785,0.0003338857,0.000635761,0.012672652,0.000015144519,0.00004334374,0.02874802,0.036014374,0.00035925407],"about_ca_topic_score_codex":0.0043752813,"about_ca_topic_score_gemma":0.5225469,"teacher_disagreement_score":0.5181716,"about_ca_system_score_codex":0.00010258777,"about_ca_system_score_gemma":0.00053450814,"threshold_uncertainty_score":0.7924304},"labels":[],"label_agreement":null},{"id":"W2146254026","doi":"10.1017/s1041610212001895","title":"Gender differences in health service use for mental health reasons in community dwelling older adults with suicidal ideation","year":2012,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Suicidal ideation; Mental health; Mental health service; Psychiatry; Psychology; Gerontology; Suicide prevention; Clinical psychology; Medicine; Poison control; Environmental health","score_opus":0.08399452099864413,"score_gpt":0.406261076581401,"score_spread":0.32226655558275685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146254026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896734,0.0006558339,0.001096922,0.004580049,0.0018612893,0.0013939562,0.00022655957,0.00003419365,0.00047782433],"genre_scores_gemma":[0.99467,0.00013702615,0.0015214419,0.0023143303,0.00021188236,0.00023609182,0.0007306627,0.000026895952,0.00015170944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794364,0.00035344853,0.0006004769,0.00027429237,0.000281965,0.0005462016],"domain_scores_gemma":[0.99888587,0.00029313716,0.00035412924,0.00021749834,0.000075817785,0.00017352359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009575593,0.00020000536,0.00026219303,0.00032835556,0.00021038234,0.000048345115,0.00026824686,0.00008720499,0.00016376043],"category_scores_gemma":[0.000016283955,0.0001796312,0.000039676506,0.00039448493,0.000018330273,0.00042924585,0.00003143518,0.00029504084,0.000021570277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011860997,0.0020062693,0.96565765,0.00018630162,0.000043223394,8.936702e-7,0.019540038,0.00001119563,0.0000013845704,0.0026135498,0.0011846909,0.007568692],"study_design_scores_gemma":[0.0044597047,0.00018902455,0.9902263,0.00017824989,0.0000035112278,0.000010216831,0.0035576536,0.00028870098,0.0000022460524,0.00014552678,0.0007681764,0.00017063961],"about_ca_topic_score_codex":0.019155681,"about_ca_topic_score_gemma":0.00934076,"teacher_disagreement_score":0.024568686,"about_ca_system_score_codex":0.00048715668,"about_ca_system_score_gemma":0.00005693784,"threshold_uncertainty_score":0.98737586},"labels":[],"label_agreement":null},{"id":"W2146442722","doi":"10.1503/cmaj.112004","title":"Enhancing the clinical utility of depression screening","year":2012,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":228,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Depression (economics); Medicine; Variety (cybernetics); Psychiatry; Family medicine; Computer science; Artificial intelligence","score_opus":0.05897851960242087,"score_gpt":0.40026361665999793,"score_spread":0.34128509705757704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146442722","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02009164,0.0030360157,0.00024266534,0.9408248,0.015953846,0.00048468725,0.00011321364,0.00002069697,0.019232417],"genre_scores_gemma":[0.15237448,0.000108086395,0.000070774,0.80580944,0.03763153,0.000021145152,0.00010342757,0.000039880346,0.003841212],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99459606,0.0015647189,0.001273614,0.00022320135,0.00150649,0.0008359314],"domain_scores_gemma":[0.9959171,0.0014855162,0.0011579829,0.0002569787,0.00020590832,0.00097655586],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0068586697,0.00019062869,0.0004655005,0.00013047947,0.0004920103,0.000044300294,0.00054428267,0.0022184886,0.032520764],"category_scores_gemma":[0.0009112804,0.00012712998,0.0002751744,0.00013791036,0.0000832642,0.00008600822,0.00003450857,0.006084625,0.00026607938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063316406,0.000019379115,0.13065201,0.000013932851,0.00014478166,0.00019444429,0.00014474953,4.8793853e-9,3.6661746e-8,0.000005108024,0.7581096,0.11070957],"study_design_scores_gemma":[0.0004967173,0.000023713985,0.13540685,0.00018062117,0.00008049168,0.00011173941,0.00014479885,0.000005288974,0.0000020631592,0.000034742563,0.8634097,0.000103260005],"about_ca_topic_score_codex":0.007915213,"about_ca_topic_score_gemma":0.011737179,"teacher_disagreement_score":0.13501535,"about_ca_system_score_codex":0.00032381626,"about_ca_system_score_gemma":0.00096245913,"threshold_uncertainty_score":0.99907684},"labels":[],"label_agreement":null},{"id":"W2146472322","doi":"10.1177/070674370505001005","title":"Is the Statistical Association between Sex and the Use of Services for Mental Health Reasons Confounded or Modified by Social Anchorage?","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Institut universitaire en santé mentale de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Spouse; Association (psychology); Affect (linguistics); Odds; Psychology; Inequality; Confounding; Psychiatry; Medicine; Sociology","score_opus":0.06005798988468152,"score_gpt":0.3725720665622478,"score_spread":0.31251407667756625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146472322","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44835517,0.0020994372,0.00016425402,0.5439642,0.0011455711,0.0011728328,0.0027482405,0.0000049132677,0.00034535892],"genre_scores_gemma":[0.9884301,0.00004317543,0.00057942385,0.008654097,0.00080169394,0.000014493386,0.000042633957,0.000015776506,0.0014186449],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9984866,0.00040341256,0.00048401012,0.00010044414,0.00019845598,0.0003270703],"domain_scores_gemma":[0.9983062,0.00057951687,0.00071618205,0.00012742306,0.00006236725,0.00020826673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011424604,0.000114553644,0.00028022926,0.000043413598,0.0010664565,0.00009559454,0.00025483756,0.00008272933,0.00018681135],"category_scores_gemma":[0.000016569367,0.00005563613,0.000077885656,0.000086952234,0.0001681698,0.000103320635,0.000008372496,0.00023885212,0.0000029789192],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012814723,0.000104090264,0.10251773,0.000098481665,0.0010429278,0.000001004886,0.022511184,0.0000023402142,6.5743086e-7,0.045464057,0.7968632,0.03011288],"study_design_scores_gemma":[0.033462588,0.0020189777,0.5226879,0.00033715228,0.0015208467,0.00013978021,0.022205941,0.0006014198,0.000018497345,0.040044796,0.3762725,0.0006895721],"about_ca_topic_score_codex":0.030678203,"about_ca_topic_score_gemma":0.25329518,"teacher_disagreement_score":0.5400749,"about_ca_system_score_codex":0.00026196457,"about_ca_system_score_gemma":0.00057146855,"threshold_uncertainty_score":0.9757766},"labels":[],"label_agreement":null},{"id":"W2146725844","doi":"10.1016/j.whi.2010.07.008","title":"A Comparison of Individual and Social Vulnerabilities, Health, and Quality of Life Among Canadian Women With Mental Diagnoses and Young Children","year":2010,"lang":"en","type":"article","venue":"Women s Health Issues","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Thomas Hospital; Lawson Health Research Institute; Laurentian University","funders":"","keywords":"Mental health; Psychological intervention; Quality of life (healthcare); Psychology; Gerontology; Medicine; Clinical psychology; Psychiatry","score_opus":0.0481398927027994,"score_gpt":0.4085096008849973,"score_spread":0.36036970818219793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146725844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99278826,0.0036228197,1.4563417e-7,0.0017872822,0.00017760697,0.0009686378,0.00048793224,0.000019697505,0.00014762493],"genre_scores_gemma":[0.9984865,0.00018488258,0.000093549934,0.0007473139,0.00008779071,0.00016802961,0.00009057158,0.000019769897,0.000121582656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975707,0.00034137839,0.000721607,0.00036840467,0.00025711005,0.00074082735],"domain_scores_gemma":[0.9982448,0.0001240099,0.00048501705,0.0001713265,0.000029654637,0.0009451988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011238505,0.00021096191,0.0008282581,0.00016162208,0.0005374969,0.000034355104,0.00011278749,0.00011505657,0.00018529342],"category_scores_gemma":[0.000018684615,0.00018399848,0.000012023594,0.0001104165,0.0005459593,0.00012467743,0.000054220145,0.00026558925,8.2756065e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020820217,0.00018337861,0.76126987,0.00045592227,0.00007151625,3.0252937e-7,0.22569685,1.0000329e-8,0.0000014158395,0.0006271868,0.0003630515,0.011122327],"study_design_scores_gemma":[0.0017337368,0.0015007177,0.93269926,0.00003584907,0.0000042328884,0.0000033147446,0.063295506,6.287818e-7,0.000008230581,0.00008030264,0.00050001714,0.00013818893],"about_ca_topic_score_codex":0.39666164,"about_ca_topic_score_gemma":0.2834547,"teacher_disagreement_score":0.17142943,"about_ca_system_score_codex":0.00016850987,"about_ca_system_score_gemma":0.00033548594,"threshold_uncertainty_score":0.750324},"labels":[],"label_agreement":null},{"id":"W2146882334","doi":"10.5539/gjhs.v6n5p294","title":"Diagnostic Stability of Psychiatric Disorders in Re-Admitted Psychiatric Patients in Kerman, Iran","year":2014,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychiatry; Medicine; Epidemiology of child psychiatric disorders; Psychiatric diagnosis; Schizophrenia (object-oriented programming)","score_opus":0.022878901500129774,"score_gpt":0.3722315000312677,"score_spread":0.3493525985311379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146882334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99257034,0.0010744475,0.00005042312,0.0012546837,0.002221871,0.00058264926,0.0000115302955,0.000006032051,0.0022280156],"genre_scores_gemma":[0.9989428,0.00020859049,0.00044134224,0.00034733908,0.000043863194,0.0000072039156,0.0000018903818,0.000005264028,0.0000017329295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963317,0.00035070817,0.0015882655,0.000338993,0.00069082365,0.0006995231],"domain_scores_gemma":[0.99799156,0.00019487523,0.0011133766,0.00029282254,0.000112662805,0.00029471394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00296973,0.00016145098,0.00046311095,0.0005170906,0.00015840345,0.000016233864,0.00065653387,0.000064472544,0.00007591284],"category_scores_gemma":[0.00023662834,0.0001338482,0.00007385489,0.0029425079,0.00023557196,0.0003135598,0.000051932093,0.00025996164,0.000014399583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014341915,0.0013069909,0.9497162,0.0000965638,0.0000020777857,0.0000012769623,0.0002141688,0.000011557366,4.563684e-7,0.00031124137,0.00019729589,0.04799873],"study_design_scores_gemma":[0.0028652693,0.0011943727,0.9933767,0.0000871391,0.000005258969,0.0000069660787,0.00024117997,0.00003118511,0.0000019328588,0.0020233837,0.00007340413,0.00009321271],"about_ca_topic_score_codex":0.002445068,"about_ca_topic_score_gemma":0.0025649332,"teacher_disagreement_score":0.047905516,"about_ca_system_score_codex":0.0004967564,"about_ca_system_score_gemma":0.0003225723,"threshold_uncertainty_score":0.5458171},"labels":[],"label_agreement":null},{"id":"W2147427807","doi":"10.1177/070674370204700906","title":"Psychiatric Disorders and Use of Mental Health Services by Ontario Women","year":2002,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Cancer Care Ontario; University of Toronto","funders":"","keywords":"National Comorbidity Survey; Comorbidity; Psychiatry; Mental health; Anxiety; Prevalence of mental disorders; Depression (economics); Generalized anxiety disorder; Medicine; Eating disorders; Anxiety disorder; Prevalence; Epidemiology; Clinical psychology","score_opus":0.015669564686873506,"score_gpt":0.27356027000896427,"score_spread":0.25789070532209074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147427807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9593698,0.013680298,0.0000011934844,0.022727799,0.0025320542,0.00025855738,0.00007280551,0.000003557157,0.0013539515],"genre_scores_gemma":[0.9943295,0.00029377308,0.00037705022,0.0025823272,0.00012600078,0.000005159297,0.000005860025,0.000018800007,0.00226153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986233,0.00012011943,0.0005116932,0.00013352899,0.000159932,0.0004513987],"domain_scores_gemma":[0.9986112,0.000026337972,0.00051658094,0.00020389221,0.000023362489,0.00061863713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002673129,0.00015036896,0.00025541268,0.00019593652,0.0004672907,0.00005138295,0.00027182748,0.00006516532,0.0022327395],"category_scores_gemma":[9.301595e-7,0.00010857552,0.00006847017,0.00018569666,0.000106533276,0.00017547337,0.000009216033,0.00026491657,0.000017144477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009887377,0.00021797935,0.84158486,0.00008711578,0.0001786839,0.0000024137832,0.026598249,0.0000012469438,5.3899686e-7,0.0018653605,0.1153476,0.01401708],"study_design_scores_gemma":[0.005853457,0.0029947748,0.7335105,0.00030400514,0.0001074918,0.000341043,0.013588674,0.000018281466,0.00000144887,0.00815861,0.23464379,0.00047791138],"about_ca_topic_score_codex":0.4935953,"about_ca_topic_score_gemma":0.9660713,"teacher_disagreement_score":0.472476,"about_ca_system_score_codex":0.00032385855,"about_ca_system_score_gemma":0.0003562604,"threshold_uncertainty_score":0.99867934},"labels":[],"label_agreement":null},{"id":"W2148602524","doi":"10.1038/475027a","title":"Grand challenges in global mental health","year":2011,"lang":"en","type":"article","venue":"Nature","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2062,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institutes of Health Research; Health Canada; Centre for Global Health Research; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; National Institute of Mental Health; University of Toronto; Wellcome Trust","keywords":"Mental health; Global mental health; Geography; Psychology; Psychiatry","score_opus":0.07619262506761101,"score_gpt":0.4147844413907515,"score_spread":0.3385918163231405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148602524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5685076,0.09820601,5.3884827e-7,0.008896365,0.0024057424,0.00060379267,0.000066481625,0.000066302724,0.32124713],"genre_scores_gemma":[0.9968234,0.00075320987,0.00009900207,0.0017244184,0.00006644341,0.00002307159,0.000023296237,0.0000063827297,0.0004808231],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992191,0.000064559514,0.00013079909,0.00021602589,0.000093679344,0.0002758315],"domain_scores_gemma":[0.999717,0.000006940277,0.000045325887,0.00014292823,0.000005877575,0.00008190895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012233073,0.00009435325,0.0001313849,0.000034216933,0.000062190826,0.0000035035362,0.00011633354,0.00043912398,0.0008223365],"category_scores_gemma":[0.0000014992191,0.000077196004,0.000026563885,0.000098782344,0.000017524428,0.000050653136,0.000020020881,0.0005221092,0.00015222396],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007820641,0.0016622762,0.1146622,0.0001268266,0.000060854836,0.000116443356,0.018155776,1.4721957e-8,0.0000015089312,0.09363864,0.050455984,0.7203374],"study_design_scores_gemma":[0.0027671421,0.0003516405,0.9530154,0.00006129381,0.0000035024889,0.00003337742,0.0014827849,6.2313677e-7,0.000026188365,0.0030701095,0.039037958,0.00014998383],"about_ca_topic_score_codex":0.00037360005,"about_ca_topic_score_gemma":0.0013861498,"teacher_disagreement_score":0.8383532,"about_ca_system_score_codex":0.00010612376,"about_ca_system_score_gemma":0.000011460537,"threshold_uncertainty_score":0.9004008},"labels":[],"label_agreement":null},{"id":"W2148758835","doi":"10.1192/bjp.185.6.511","title":"Meeting the unmet need for depression services with psycho-educational self-confidence workshops: preliminary report","year":2004,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Referral; Depression (economics); Intervention (counseling); Randomized controlled trial; Medicine; Psychology; Confidence interval; Scale (ratio); Clinical psychology; Physical therapy; Family medicine; Psychiatry","score_opus":0.012078375184421546,"score_gpt":0.3245696370664067,"score_spread":0.3124912618819851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148758835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954233,0.0177722,0.00042636646,0.02057592,0.0034378474,0.00073968613,0.00000897894,0.000025732914,0.0027802757],"genre_scores_gemma":[0.98695374,0.00020057285,0.008991132,0.0014898163,0.0016687394,0.00009739211,0.0000140604225,0.000035313788,0.00054926774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826825,0.00013128296,0.00068027433,0.00023644442,0.00036273722,0.00032098975],"domain_scores_gemma":[0.9981302,0.0002615218,0.0009997688,0.00032840195,0.00017031959,0.00010977957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010255644,0.0001636618,0.00021594162,0.000048822672,0.0011952692,0.00022200817,0.0006258304,0.00008736326,0.00012241976],"category_scores_gemma":[0.000015403168,0.00010034915,0.00013357186,0.00022028027,0.00007878428,0.00025340827,0.000030369692,0.00038356028,0.000011024961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020389995,0.017461192,0.5709542,0.0021124282,0.00487587,0.0020558594,0.035638407,0.0023011104,0.000113947404,0.027870435,0.14626387,0.16996267],"study_design_scores_gemma":[0.0101047335,0.0017241957,0.80083674,0.008214579,0.0008502197,0.07370203,0.025422703,0.000021567777,0.000083794315,0.0755546,0.0028940123,0.00059085013],"about_ca_topic_score_codex":0.00056793314,"about_ca_topic_score_gemma":0.00045965036,"teacher_disagreement_score":0.22988251,"about_ca_system_score_codex":0.00005389473,"about_ca_system_score_gemma":0.00019091814,"threshold_uncertainty_score":0.91931653},"labels":[],"label_agreement":null},{"id":"W2149679307","doi":"10.1186/s13033-015-0024-8","title":"Selection of depression measures for use among Vietnamese populations in primary care settings: a scoping review","year":2015,"lang":"en","type":"review","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Arthritis Research Centre of Canada; Simon Fraser University","funders":"Grand Challenges Canada; International Development Research Centre","keywords":"Vietnamese; Construct validity; Psychology; Health administration; Clinical psychology; Content validity; Validity; Health care; Applied psychology; Medicine; Nursing; Psychometrics; Public health; Political science","score_opus":0.19519280902541405,"score_gpt":0.5202449774334462,"score_spread":0.3250521684080322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149679307","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003336359,0.98821306,0.000056181427,0.00007052848,0.005271388,0.005623413,0.0003148669,0.000010506298,0.00010640009],"genre_scores_gemma":[0.0013342735,0.99631155,0.00036787792,0.00013162679,0.0004907803,0.00042425518,0.0008000195,0.0000487676,0.000090882386],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99442667,0.00081237825,0.003263979,0.00029727074,0.0009022953,0.00029742325],"domain_scores_gemma":[0.9937616,0.00017096163,0.0049997666,0.00016209068,0.0007056149,0.0001999509],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019292481,0.00031471162,0.002012201,0.0006309427,0.00010116302,0.000045460638,0.00042246492,0.00019893989,0.000020405969],"category_scores_gemma":[0.000052362033,0.00024848865,0.00041087935,0.00024382559,0.000027061576,0.00037158467,0.000055248547,0.00035077112,0.000004276635],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016623319,0.0002754216,0.003975336,0.23294525,0.00023185869,0.000013127721,0.000867194,0.000004685469,1.105515e-7,0.000021202904,0.00467697,0.7568226],"study_design_scores_gemma":[0.0015041596,0.0003184918,0.00034768734,0.91851187,0.00017397544,0.00039190357,0.0004375555,0.0000085937845,2.448807e-7,0.0000031377635,0.07811847,0.00018392412],"about_ca_topic_score_codex":0.00069203426,"about_ca_topic_score_gemma":0.00021737775,"teacher_disagreement_score":0.7566387,"about_ca_system_score_codex":0.0030129584,"about_ca_system_score_gemma":0.0008399908,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W2150647597","doi":"10.4103/0973-1229.90181","title":"Stigma of Mental Illness-1: Clinical reflections","year":2012,"lang":"en","type":"article","venue":"Mens Sana monographs","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas University","funders":"","keywords":"Stigma (botany); Mental illness; Psychiatry; Mental health; Mentally ill; Psychology; Clinical psychology; Medicine","score_opus":0.13475698305877815,"score_gpt":0.48739651673467754,"score_spread":0.3526395336758994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150647597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525614,0.0017405458,0.000034155888,0.00015562994,0.0032795966,0.00039178424,0.000043930635,0.000065771776,0.041727215],"genre_scores_gemma":[0.99772835,0.00014739347,0.0005098564,0.0002414034,0.00022398646,0.000086968976,0.000054298427,0.000019458008,0.0009882934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844766,0.00018741726,0.0005227104,0.0002217041,0.00015211875,0.00046841247],"domain_scores_gemma":[0.9991249,0.00009749602,0.00017283946,0.00034999158,0.000024426172,0.00023039176],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043508218,0.00015029719,0.00026527274,0.00017844499,0.0002602712,0.000007437619,0.00014396683,0.00012428516,0.0024811921],"category_scores_gemma":[0.0000064923215,0.0001300619,0.00018696002,0.00038751756,0.0001552499,0.00013873575,0.00003839367,0.00015173828,0.00026316987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018775185,0.002074019,0.89618343,0.00002186597,0.00027178787,0.000003517303,0.003586151,1.1490156e-7,0.00012359195,0.005707098,0.02961628,0.06222439],"study_design_scores_gemma":[0.002558873,0.0006621306,0.8832712,0.000038953527,0.00016825485,0.000020065645,0.005424777,0.000004733719,0.0012833464,0.0005796108,0.105608836,0.00037917073],"about_ca_topic_score_codex":0.00026061974,"about_ca_topic_score_gemma":0.000045182638,"teacher_disagreement_score":0.07599256,"about_ca_system_score_codex":0.000028839893,"about_ca_system_score_gemma":0.000007549795,"threshold_uncertainty_score":0.99843067},"labels":[],"label_agreement":null},{"id":"W2151759390","doi":"10.1007/s00127-004-0843-4","title":"Public attitudes to depression in urban Turkey","year":2004,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Public health; Attribution; Quarter (Canadian coin); Psychology; Psychiatry; Epidemiology; Personality; Medicine; Clinical psychology; Social psychology; Geography","score_opus":0.09153191509350811,"score_gpt":0.4166990064968301,"score_spread":0.325167091403322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151759390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91761065,0.010630908,0.00031323233,0.047257625,0.006207568,0.00082919863,0.00002213817,0.00011881351,0.017009864],"genre_scores_gemma":[0.9868665,0.00013077457,0.0031362323,0.007483377,0.0017767445,0.0002163766,0.000036705605,0.000034766083,0.00031853036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963421,0.0006877045,0.0009056638,0.0008976921,0.00012000674,0.001046782],"domain_scores_gemma":[0.99871594,0.0002953483,0.00025815173,0.0003205551,0.000027830274,0.00038219083],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012549295,0.00035340784,0.0006918839,0.0004316916,0.000616491,0.000019053534,0.00032585688,0.0005087473,0.0003568667],"category_scores_gemma":[0.000091689995,0.00031516392,0.00015052893,0.0008404503,0.0001333926,0.00014201099,0.00008904871,0.000505253,0.00030441035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022495848,0.0006785412,0.8547162,0.00005855658,0.00004217672,0.000004486856,0.0008484556,0.0000057419134,0.0000013447814,0.12518331,0.011129598,0.0071066446],"study_design_scores_gemma":[0.0027275912,0.00033082205,0.933464,0.000032141284,0.0000251433,0.000019760138,0.00039657776,0.0000013025589,3.865841e-7,0.059253503,0.0034268282,0.00032195705],"about_ca_topic_score_codex":0.0015078633,"about_ca_topic_score_gemma":0.0009815064,"teacher_disagreement_score":0.0787478,"about_ca_system_score_codex":0.00010596915,"about_ca_system_score_gemma":0.00008411964,"threshold_uncertainty_score":0.99993},"labels":[],"label_agreement":null},{"id":"W2151769114","doi":"10.1037/a0022624","title":"Depression symptoms in Canadian psychology graduate students: Do research productivity, funding, and the academic advisory relationship play a role?","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Graduate students; Productivity; Depression (economics); Medical education; Counseling psychology; Applied psychology; Clinical psychology; Pedagogy; Economic growth","score_opus":0.39386693915994625,"score_gpt":0.4416699560388314,"score_spread":0.04780301687888516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151769114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890709,0.0016491985,0.0000017161391,0.001772882,0.0015915255,0.00084667886,0.000013790231,0.000005177326,0.0050481674],"genre_scores_gemma":[0.9993773,0.000035455287,0.00007758631,0.0001677441,0.00010547574,0.00006726008,0.0000019898998,0.000012765099,0.00015443758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995132,0.0005801643,0.0008659634,0.0006855094,0.00057176454,0.0021645986],"domain_scores_gemma":[0.9958011,0.00016052589,0.00042621657,0.00036991277,0.00035312673,0.0028891135],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.017036904,0.00023520576,0.0003517728,0.0026045607,0.0033916046,0.00023889609,0.0021596584,0.00012139732,0.00032337446],"category_scores_gemma":[0.00027997608,0.0001703053,0.000065699365,0.002416984,0.008120168,0.0008617886,0.00010490111,0.0009947739,0.0000126054165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042225125,0.000050930157,0.96012396,0.0000056256144,0.000009824723,0.00030656398,0.023212,0.0000035480414,0.0000097378315,0.011046199,0.00010675887,0.0050826394],"study_design_scores_gemma":[0.0012441906,0.00044297078,0.9824787,0.00018603401,0.000027930932,0.0007603113,0.0060748477,0.00002526749,0.0000103440925,0.008350931,0.00021407954,0.00018439215],"about_ca_topic_score_codex":0.89870495,"about_ca_topic_score_gemma":0.9831177,"teacher_disagreement_score":0.08441279,"about_ca_system_score_codex":0.0026004089,"about_ca_system_score_gemma":0.0021799174,"threshold_uncertainty_score":0.99790585},"labels":[],"label_agreement":null},{"id":"W2152388361","doi":"10.1186/1745-0179-1-2","title":"Markov models of major depression for linking psychiatric epidemiology to clinical practice.","year":2005,"lang":"en","type":"article","venue":"Clinical Practice and Epidemiology in Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Fondation pour la Recherche Médicale","keywords":"Epidemiology; Depression (economics); Incidence (geometry); Medicine; Population; Psychiatry; Public health; Demography; Environmental health; Internal medicine; Pathology","score_opus":0.2684877829005762,"score_gpt":0.6066127379149037,"score_spread":0.3381249550143275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152388361","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41282973,0.051364478,0.016217487,0.49377635,0.009684867,0.0072724177,0.00016484695,0.00012089098,0.008568933],"genre_scores_gemma":[0.40203184,0.017447896,0.38683745,0.19055125,0.002135046,0.00044072748,0.0001776155,0.00006358872,0.00031457192],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9763315,0.013073627,0.007371253,0.001596032,0.00017050187,0.001457105],"domain_scores_gemma":[0.90898824,0.08638263,0.002988277,0.00066436135,0.00012609524,0.0008503885],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05899937,0.00040731812,0.0023905674,0.00026776522,0.00040151706,0.000006300587,0.00041435024,0.0009483376,0.00009583345],"category_scores_gemma":[0.025121227,0.0003460258,0.00035485052,0.00031429259,0.00036712323,0.00066787965,0.0002522067,0.0014169016,0.000115553434],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008195986,0.0034154574,0.40850493,0.00019196713,0.00016132178,0.0000069563857,0.00054273265,0.000039424303,3.25232e-7,0.010360885,0.038264144,0.5303159],"study_design_scores_gemma":[0.019572709,0.014397305,0.47367746,0.000682924,0.00042956317,0.00041286697,0.0044167023,0.0066112466,0.0000015728705,0.032921143,0.44585705,0.0010194673],"about_ca_topic_score_codex":0.0011358368,"about_ca_topic_score_gemma":0.0002478852,"teacher_disagreement_score":0.5292964,"about_ca_system_score_codex":0.0001926701,"about_ca_system_score_gemma":0.00017893339,"threshold_uncertainty_score":0.99989915},"labels":[],"label_agreement":null},{"id":"W2152830319","doi":"10.1176/appi.ps.56.6.705","title":"The Role of Afro-Canadian Status in Police or Ambulance Referral to Emergency Psychiatric Services","year":2005,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Referral; Psychiatry; Medical emergency; Medicine; Emergency medical services; Family medicine","score_opus":0.01518969808636946,"score_gpt":0.341337547744387,"score_spread":0.3261478496580176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152830319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93019885,0.015266024,5.68533e-7,0.0036394766,0.0021964547,0.00090872054,0.00010368901,0.000055877317,0.047630336],"genre_scores_gemma":[0.9934788,0.0015934285,0.0007087783,0.0017103896,0.00084705633,0.00020051439,0.000039515144,0.00004782694,0.0013737371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99665546,0.00015496954,0.0009929579,0.0005940113,0.00033912883,0.0012634496],"domain_scores_gemma":[0.9981473,0.000078688536,0.00037774642,0.00077303837,0.00007538731,0.00054782385],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032534444,0.00035436187,0.00035856673,0.000645211,0.0004337697,0.000049263672,0.0010308867,0.00017518969,0.0017787843],"category_scores_gemma":[0.0000018903993,0.0002521341,0.00010035952,0.0022032985,0.000021473892,0.00025340062,0.000071098795,0.00022223576,0.00096190645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010598125,0.0006374669,0.9264614,0.00042301224,0.00009632481,0.0000030617462,0.012762601,0.000030908217,0.0000131250645,0.0026932138,0.0021357702,0.053683326],"study_design_scores_gemma":[0.001481013,0.00036054206,0.78144926,0.000022239268,0.000060383227,0.000007100998,0.012188353,0.000149315,0.000017728902,0.0008697724,0.20298837,0.00040591415],"about_ca_topic_score_codex":0.48616934,"about_ca_topic_score_gemma":0.8977671,"teacher_disagreement_score":0.4115978,"about_ca_system_score_codex":0.00015997271,"about_ca_system_score_gemma":0.000095614254,"threshold_uncertainty_score":0.9999931},"labels":[],"label_agreement":null},{"id":"W2153249170","doi":"10.1177/1363461512464625","title":"Association between degrees of social defeat and themes of delusion in patients with schizophrenia from immigrant and ethnic minority backgrounds","year":2012,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Delusion; Ethnic group; Association (psychology); Immigration; Schizophrenia (object-oriented programming); Psychology; Schizophrenia spectrum; Psychiatry; Clinical psychology; Psychosis; Sociology; Psychotherapist; Anthropology; Political science","score_opus":0.024683190384168857,"score_gpt":0.30673523274333975,"score_spread":0.2820520423591709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153249170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99619627,0.00271476,0.0000021719852,0.00017701316,0.000220325,0.00030310865,0.00016002408,0.000009288435,0.00021701124],"genre_scores_gemma":[0.99922526,0.000027486567,0.00043400662,0.00001233401,0.00011438709,0.000008603258,0.00011945581,0.0000075653325,0.000050879822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903315,0.00010157595,0.00029406918,0.0001657572,0.00017980298,0.00022565511],"domain_scores_gemma":[0.99960494,0.000050901195,0.0001838899,0.000071992705,0.000030006528,0.00005825202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112418675,0.00014407825,0.00029101345,0.00004521317,0.00008017907,0.0000055327396,0.000061897095,0.00015267586,0.00006953383],"category_scores_gemma":[0.0000013389315,0.000097123026,0.00004658324,0.00012303668,0.000053109674,0.00018997045,0.000010343843,0.00012340043,0.0000018716538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006708364,0.00029505143,0.9856305,0.00007462876,0.00013665367,3.906859e-8,0.0068469048,3.5750563e-8,0.000040223487,0.00021642011,0.000039869643,0.0060488097],"study_design_scores_gemma":[0.0047959033,0.00018433828,0.99342823,0.000046123456,0.00017628269,1.5419837e-7,0.0011290979,4.3975612e-7,0.000029977773,0.00009553178,0.000006070135,0.00010786517],"about_ca_topic_score_codex":0.0022976191,"about_ca_topic_score_gemma":0.0032837044,"teacher_disagreement_score":0.0077976882,"about_ca_system_score_codex":0.000030597297,"about_ca_system_score_gemma":0.000005498935,"threshold_uncertainty_score":0.3960562},"labels":[],"label_agreement":null},{"id":"W2153320057","doi":"","title":"Postsecondary Students’ Information Needs and Pathways for Help with Stress, Anxiety, and Depression","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Anxiety; Mental health; Psychology; Population; Medical education; Service (business); Service provider; Depression (economics); Medicine; Family medicine; Nursing; Psychiatry; Business","score_opus":0.013191530175546202,"score_gpt":0.2843780194958592,"score_spread":0.27118648932031303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153320057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782411,0.012038242,0.008595309,0.00023416501,0.00036335507,0.00023801692,0.00003821304,0.000004275172,0.00024736417],"genre_scores_gemma":[0.98034525,0.018169912,0.00015488775,0.0010543135,0.00016739168,0.000008438836,0.000012940212,0.000013498209,0.00007339047],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937326,0.00003551021,0.00022681896,0.000075734555,0.000096595904,0.00019208633],"domain_scores_gemma":[0.999252,0.00005886039,0.00017973642,0.00007687999,0.00008348309,0.0003490331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030780563,0.00011379786,0.0001607404,0.00018683285,0.00023895694,0.00013803787,0.000077035686,0.00007155742,0.000053856358],"category_scores_gemma":[3.7859297e-7,0.00008523843,0.000018091812,0.000058369027,0.00005528433,0.00023742153,1.6146994e-7,0.000102645914,8.5553415e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012042456,0.000050591218,0.21819046,0.00012588779,0.00015576054,0.0000054090146,0.039654087,0.00000538078,0.000029032537,0.0027174875,0.0030972732,0.7347644],"study_design_scores_gemma":[0.029171448,0.006033679,0.12876093,0.0014149375,0.00020486595,0.001183866,0.007371747,0.0002790511,0.0003090894,0.050952174,0.7732815,0.0010366803],"about_ca_topic_score_codex":0.00029125318,"about_ca_topic_score_gemma":0.0017972119,"teacher_disagreement_score":0.7701843,"about_ca_system_score_codex":0.0000069381813,"about_ca_system_score_gemma":0.000028186107,"threshold_uncertainty_score":0.34759226},"labels":[],"label_agreement":null},{"id":"W2153550434","doi":"10.1177/070674370505001012","title":"Help-Seeking Behaviours of Individuals with Mood Disorders","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Mood; Clinical psychology; Mood disorders; Psychiatry; Medicine; Developmental psychology; Anxiety","score_opus":0.01661199994692692,"score_gpt":0.3058247010881066,"score_spread":0.2892127011411797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153550434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637705,0.0021219105,0.000018738572,0.022014579,0.0012755744,0.00019171654,0.000033286145,0.0000039014644,0.010569806],"genre_scores_gemma":[0.9975399,0.000008465944,0.0012549405,0.00043192727,0.0003825306,0.000003839497,0.0000030504943,0.000019559737,0.0003558222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988951,0.000087599044,0.0003904715,0.000094774856,0.00019563606,0.00033642433],"domain_scores_gemma":[0.9989414,0.000031008633,0.00044199263,0.0002142421,0.000044475877,0.00032687624],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036748606,0.00012280095,0.00019312368,0.00020825863,0.0002712444,0.000026463047,0.00038266394,0.000067643065,0.00092166],"category_scores_gemma":[0.0000032734908,0.00007813236,0.00008319334,0.00018992303,0.00013246955,0.000108651184,0.000005814632,0.00027186453,0.000019373185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046924037,0.00009905652,0.97491044,0.000009147053,0.00012748304,0.0000038547746,0.0017608604,0.000019479809,7.0309966e-7,0.007390878,0.0041061603,0.0115249995],"study_design_scores_gemma":[0.0023000762,0.00075852615,0.98589367,0.00019772744,0.0002269911,0.0002274685,0.003131478,0.0000021741107,0.000020080191,0.0037908307,0.00327021,0.0001807907],"about_ca_topic_score_codex":0.021209018,"about_ca_topic_score_gemma":0.74593437,"teacher_disagreement_score":0.7247253,"about_ca_system_score_codex":0.00008137029,"about_ca_system_score_gemma":0.00055956375,"threshold_uncertainty_score":0.99999166},"labels":[],"label_agreement":null},{"id":"W2153645448","doi":"10.7202/008820ar","title":"Les troubles anxieux constituent-ils un problème de santé publique ?","year":2004,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Humanities; Philosophy","score_opus":0.029869321875872393,"score_gpt":0.3565720819995045,"score_spread":0.32670276012363214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153645448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90985477,0.025495853,0.00046486745,0.0104200365,0.002257543,0.0019227671,0.00034707523,0.00020880056,0.04902831],"genre_scores_gemma":[0.9870785,0.0007562059,0.0016902925,0.0021633396,0.0009173033,0.00041619575,0.0001753229,0.00010187603,0.00670096],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9950318,0.00051603146,0.00095634937,0.0009594364,0.00040992434,0.002126467],"domain_scores_gemma":[0.9979043,0.0002081179,0.00041519967,0.00068073854,0.00006512177,0.00072649756],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007174913,0.000726456,0.00069646095,0.00023782114,0.0010615408,0.00015478172,0.0006244514,0.000518278,0.006713987],"category_scores_gemma":[0.000038281996,0.0007256105,0.00029931488,0.00040687455,0.00095805514,0.00058240787,0.00018572056,0.0005600064,0.0015189174],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006374181,0.006104176,0.18976149,0.0009303893,0.00075680343,0.0008537114,0.017201858,0.000027978685,0.0017643289,0.05979119,0.0028128808,0.7193578],"study_design_scores_gemma":[0.0592558,0.005139905,0.43629363,0.004996527,0.0018648767,0.0038675652,0.04107907,0.00005873745,0.09820004,0.020510469,0.323482,0.005251385],"about_ca_topic_score_codex":0.5974136,"about_ca_topic_score_gemma":0.28890634,"teacher_disagreement_score":0.7141064,"about_ca_system_score_codex":0.007320544,"about_ca_system_score_gemma":0.0027098567,"threshold_uncertainty_score":0.99951947},"labels":[],"label_agreement":null},{"id":"W2153807210","doi":"10.1377/hlthaff.22.3.122","title":"The Prevalence Of Treated And Untreated Mental Disorders In Five Countries","year":2003,"lang":"en","type":"article","venue":"Health Affairs","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":327,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Medicine; Outreach; Substance abuse; Mental health; Prevalence of mental disorders; Psychiatry; Mental health care; Environmental health; Pediatrics; Demography","score_opus":0.013425397520650107,"score_gpt":0.3366019008121963,"score_spread":0.32317650329154624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153807210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96886796,0.014198873,0.0000010598134,0.0025844446,0.00033058677,0.0013684288,0.00005179211,0.000028235325,0.012568637],"genre_scores_gemma":[0.99022955,0.0061564473,0.000012944006,0.00009874599,0.0000060177344,0.00010721406,0.000008357325,0.00001057184,0.0033701255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986546,0.00026376577,0.0003423474,0.00022484042,0.00011322749,0.00040118862],"domain_scores_gemma":[0.9993307,0.00022184028,0.00015051526,0.00017915164,0.000013366607,0.000104429506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027401577,0.00012626246,0.00018153425,0.00006114816,0.00024920283,0.000010234,0.00008169204,0.000052318977,0.00023312216],"category_scores_gemma":[0.00001573669,0.000088171546,0.00002058367,0.00018447865,0.00017293273,0.000057294168,0.000012663511,0.00008409186,0.000019853913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007766595,0.0007026259,0.9174597,0.0015810947,0.00006965515,0.000010127828,0.018036727,0.0000011926958,0.0000050244844,0.025617339,0.005108094,0.03063171],"study_design_scores_gemma":[0.0076305466,0.0015548824,0.94415104,0.00034061822,0.000032991975,0.000019861925,0.02035864,0.00003586511,0.00025666272,0.0010848998,0.024216712,0.00031729456],"about_ca_topic_score_codex":0.0021854993,"about_ca_topic_score_gemma":0.002463919,"teacher_disagreement_score":0.030314416,"about_ca_system_score_codex":0.00009988586,"about_ca_system_score_gemma":0.00004741344,"threshold_uncertainty_score":0.35955313},"labels":[],"label_agreement":null},{"id":"W2154039221","doi":"10.1186/1471-244x-14-120","title":"Opening Minds Stigma Scale for Health Care Providers (OMS-HC): Examination of psychometric properties and responsiveness","year":2014,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":209,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Mental Health Commission of Canada","funders":"Health Canada; Mental Health Commission","keywords":"Cronbach's alpha; Exploratory factor analysis; Psychological intervention; Stigma (botany); Scale (ratio); Clinical psychology; Psychology; Mental health; Psychometrics; Health care; Psychiatry; Medicine","score_opus":0.0540425748351363,"score_gpt":0.3597679265451074,"score_spread":0.3057253517099711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154039221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98507446,0.0069820154,0.0015272296,0.00082256354,0.0017543781,0.0019628291,0.000031652333,0.000040767376,0.0018040828],"genre_scores_gemma":[0.991351,0.000016846607,0.0067298315,0.00038205448,0.00019060577,0.0004016616,0.00004327159,0.00003357693,0.0008511553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982313,0.00032544814,0.00045899788,0.00044583285,0.00018090768,0.00035754958],"domain_scores_gemma":[0.9990296,0.000116322524,0.00031259903,0.00031999892,0.000093919414,0.00012760136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062619935,0.00018986478,0.00033958687,0.0003870249,0.00031821875,0.000034402365,0.00017374527,0.0001121075,0.00003419465],"category_scores_gemma":[0.000046645884,0.00016090166,0.0000647936,0.00038196376,0.00008319076,0.00015594396,0.00003142408,0.000083651226,0.000008226111],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032288076,0.0006678635,0.6307256,0.005703123,0.000064426684,1.043327e-7,0.012370674,0.000007379152,0.00009330596,0.0024661117,0.004249356,0.34042326],"study_design_scores_gemma":[0.0054914323,0.0020867772,0.9775294,0.00046073922,0.000049303195,0.000008404905,0.010594932,0.00009812883,0.0003044955,0.00020776279,0.002869323,0.00029930254],"about_ca_topic_score_codex":0.00019620816,"about_ca_topic_score_gemma":0.00036977805,"teacher_disagreement_score":0.3468038,"about_ca_system_score_codex":0.000062657666,"about_ca_system_score_gemma":0.00011206873,"threshold_uncertainty_score":0.65613794},"labels":[],"label_agreement":null},{"id":"W2154598977","doi":"","title":"Teaching children's mental health to family physicians in rural and under serviced areas.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Interview; Curriculum; Mental health; Medicine; Family medicine; Psychology; Rural area; Medical education; Psychiatry; Pedagogy","score_opus":0.019985688291524768,"score_gpt":0.3207017466665438,"score_spread":0.300716058375019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154598977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754251,0.00048868684,0.000005714589,0.015052093,0.00024176054,0.0015691557,0.00002001787,0.00005416187,0.0071433103],"genre_scores_gemma":[0.9755206,0.000013663948,0.000040355815,0.02323743,0.000106492625,0.00033429495,0.000054137927,0.000012018934,0.0006809954],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987424,0.00010600955,0.00020827304,0.0002560484,0.000111244946,0.00057600415],"domain_scores_gemma":[0.9995819,0.0000146552975,0.000059026443,0.0001508349,0.0000040659634,0.00018956194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020460179,0.00014279484,0.00020175734,0.000107691834,0.00016486006,0.000028275044,0.00010885587,0.00004220383,0.000013636185],"category_scores_gemma":[0.0000012897684,0.00013395389,0.000024760704,0.00013252845,0.000011094921,0.00010950882,0.000027065287,0.00014844433,0.000025011661],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009377588,0.00035211985,0.035505537,0.000007491336,0.00001682766,0.0000024584965,0.002317749,8.7900276e-7,0.000007416559,0.00092675403,0.0013431375,0.95942587],"study_design_scores_gemma":[0.0012613365,0.000087875684,0.99670005,0.000023688646,0.000003532755,0.0000055944015,0.0012129862,0.0000032032858,0.0000060302586,0.00029219556,0.00028385728,0.000119639946],"about_ca_topic_score_codex":0.0036517198,"about_ca_topic_score_gemma":0.00038996217,"teacher_disagreement_score":0.9611945,"about_ca_system_score_codex":0.00015362642,"about_ca_system_score_gemma":0.00000554841,"threshold_uncertainty_score":0.55203325},"labels":[],"label_agreement":null},{"id":"W2154918537","doi":"10.1136/ebmh.11.2.52","title":"Individual placement and support programme increases rates of obtaining employment in people with severe mental illness","year":2008,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Mental illness; Supported employment; Psychology; Psychiatry; Business; Mental health; Work (physics); Engineering","score_opus":0.08623085726206678,"score_gpt":0.37927990650031673,"score_spread":0.2930490492382499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154918537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.838673,0.0075982325,0.0000061356864,0.14202918,0.0009257391,0.008938427,0.0012208187,0.00013039702,0.00047808237],"genre_scores_gemma":[0.77935624,0.0018817985,0.0007481714,0.20645022,0.00057003647,0.0022361455,0.0072633945,0.00018277564,0.0013112095],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99360836,0.0007380803,0.0014115678,0.0012614974,0.0013256724,0.0016548249],"domain_scores_gemma":[0.99729794,0.0005474948,0.0011153466,0.0005637434,0.000055794986,0.00041966778],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001045106,0.0008880346,0.0013801039,0.0006107798,0.0005563077,0.000076119875,0.000463934,0.00044854707,0.0009618213],"category_scores_gemma":[0.000013495062,0.00075292296,0.000121321296,0.000553882,0.0003409411,0.0003543445,0.00018694319,0.0010946015,0.00003301038],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047354307,0.0032378812,0.42369747,0.004919827,0.00047940083,0.0008646741,0.02872029,0.0000098509245,0.0000034407349,0.000036253674,0.47542754,0.057867933],"study_design_scores_gemma":[0.07931964,0.0701432,0.4799569,0.055905964,0.00090406934,0.003311828,0.064776555,0.00008644441,0.0015294696,0.00006622808,0.23460954,0.009390167],"about_ca_topic_score_codex":0.009751496,"about_ca_topic_score_gemma":0.0014441656,"teacher_disagreement_score":0.24081801,"about_ca_system_score_codex":0.0014681274,"about_ca_system_score_gemma":0.0012042328,"threshold_uncertainty_score":0.9999514},"labels":[],"label_agreement":null},{"id":"W2154971771","doi":"10.1080/00207594.2013.804189","title":"Psychologists' perspectives on the diagnostic classification of mental disorders: Results from the WHO‐IUPsyS Global Survey","year":2013,"lang":"en","type":"article","venue":"International Journal of Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":170,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology; Mental health; Clinical psychology; Medical diagnosis; Classification of mental disorders; Applied psychology; Psychiatry; Medicine; Prevalence of mental disorders; Pathology","score_opus":0.07838838068204482,"score_gpt":0.44218598088761907,"score_spread":0.3637976002055743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154971771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92497003,0.0007729965,0.00018294186,0.053254016,0.0046415306,0.00042892105,0.00046742262,0.000008525829,0.015273631],"genre_scores_gemma":[0.9968923,0.0004840744,0.000053314743,0.001820145,0.00048562686,0.00003652028,0.00006649515,0.000011084389,0.00015047751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735475,0.00084671594,0.0008352122,0.00030221118,0.00044815495,0.00021293628],"domain_scores_gemma":[0.9951833,0.0029683511,0.0010081967,0.0004143989,0.00036050487,0.00006525168],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008779496,0.00017200003,0.00022928939,0.000077802295,0.00010383757,0.000049884162,0.0012293282,0.000119080614,0.0017931832],"category_scores_gemma":[0.0006849893,0.000094427036,0.00014829414,0.00016713052,0.00034840422,0.00014127842,0.000046342047,0.0003148798,0.00029373093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056064483,0.0040054093,0.49872053,0.0000023538469,0.001555465,0.00003549924,0.00933713,0.0000070169694,0.00020556404,0.026833754,0.31888062,0.1348102],"study_design_scores_gemma":[0.0023985638,0.00049060164,0.98556817,0.000051144707,0.000018712406,0.000043821736,0.0034091896,0.00000771392,0.000008813291,0.006108645,0.0018152673,0.00007933193],"about_ca_topic_score_codex":0.002426497,"about_ca_topic_score_gemma":0.0005354352,"teacher_disagreement_score":0.48684767,"about_ca_system_score_codex":0.0001278997,"about_ca_system_score_gemma":0.000021209478,"threshold_uncertainty_score":0.99911934},"labels":[],"label_agreement":null},{"id":"W2155162069","doi":"10.1108/add-01-2014-0003","title":"Applying addictions harm reduction lessons to mental healthcare","year":2014,"lang":"en","type":"article","venue":"Advances in Dual Diagnosis","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes; Providence Health Care; Community Based Research Centre; University of British Columbia","funders":"","keywords":"Harm; Mental health; Health care; Harm reduction; Addiction; Intervention (counseling); Originality; Nursing; Medicine; Value (mathematics); Psychology; Psychiatry; Public health; Political science; Social psychology","score_opus":0.05182310226883536,"score_gpt":0.439271172495243,"score_spread":0.38744807022640765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155162069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9273389,0.009644776,0.0003109209,0.024912829,0.010024035,0.003955892,0.00025165814,0.00030639238,0.02325459],"genre_scores_gemma":[0.9881791,0.001120349,0.0005342879,0.0010658641,0.00032632257,0.008291838,0.00008153604,0.000022132219,0.0003785696],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985628,0.00013200723,0.00030128023,0.00042904774,0.00015987415,0.00041497074],"domain_scores_gemma":[0.9993353,0.00015468056,0.000079254445,0.00024118651,0.00002061543,0.00016898423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001641113,0.00015661126,0.00020273401,0.00018127763,0.00029846962,0.0000205029,0.000101026795,0.00007099322,0.0006317589],"category_scores_gemma":[0.00002535593,0.000157739,0.000043952674,0.00039011496,0.00003814447,0.00031906448,0.000049360584,0.00015447053,0.00044469378],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008164145,0.0005957878,0.05286329,0.000050227693,0.000014225276,0.000009350288,0.0025975925,0.000052923573,0.000031559,0.01229172,0.009024631,0.92238706],"study_design_scores_gemma":[0.0023965016,0.0010478558,0.10749426,0.00046355365,0.00004130291,0.000050359227,0.0072163544,0.000039561375,0.00243442,0.0031454382,0.8750342,0.0006361719],"about_ca_topic_score_codex":0.0007009476,"about_ca_topic_score_gemma":0.00054600544,"teacher_disagreement_score":0.9217509,"about_ca_system_score_codex":0.00019287333,"about_ca_system_score_gemma":0.0000071177833,"threshold_uncertainty_score":0.69173163},"labels":[],"label_agreement":null},{"id":"W2155356991","doi":"10.1590/s0104-07072012000500017","title":"Comorbidity between psychological distress and drug use among patients in treatment centres in Jamaica: implications for policies and programme design","year":2012,"lang":"en","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Foreign Affairs and International Trade Canada; Connaught Fund; Government of Canada; Centre for Addiction and Mental Health","keywords":"Psychological distress; Comorbidity; Medicine; Distress; Psychiatry; Clinical psychology; Mental health","score_opus":0.567632514833436,"score_gpt":0.5290723267208922,"score_spread":0.0385601881125438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155356991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950839,0.00049162726,0.00009632674,0.00049377145,0.00011670992,0.003013545,0.0003133605,0.00005638517,0.0003343492],"genre_scores_gemma":[0.997484,0.000107592736,0.000295037,0.0001427196,0.000079289515,0.0012351109,0.00031314392,0.000026090625,0.00031697267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782085,0.00030987023,0.000496091,0.00045814374,0.000083899555,0.0008311209],"domain_scores_gemma":[0.99851537,0.0006892286,0.00014440692,0.00030630836,0.000031320018,0.00031333975],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028227558,0.00030638798,0.0004244623,0.00015049563,0.00017595541,0.000090312096,0.00013850922,0.00012666293,0.00006765182],"category_scores_gemma":[0.00003988306,0.0002456991,0.000051305437,0.00016237523,0.0002160861,0.00039028336,0.00007220668,0.00013854136,0.000011700302],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013225398,0.0014158766,0.82989305,0.00001613621,0.000026508571,0.0000022007264,0.0023214805,1.4188299e-7,0.0000036007468,0.0015802791,0.0005082747,0.16410019],"study_design_scores_gemma":[0.0044436185,0.00027726465,0.992529,0.00003251602,0.00004358757,0.0000018848166,0.00032566462,0.000004769908,0.000023743396,0.0003394136,0.0017570807,0.00022145528],"about_ca_topic_score_codex":0.0077409237,"about_ca_topic_score_gemma":0.0025033206,"teacher_disagreement_score":0.16387874,"about_ca_system_score_codex":0.00022175036,"about_ca_system_score_gemma":0.0000054194356,"threshold_uncertainty_score":0.9999995},"labels":[],"label_agreement":null},{"id":"W2155467363","doi":"10.1177/070674370505000203","title":"The Relation between Perceived Need for Mental Health Treatment, DSM Diagnosis, and Quality of Life: A Canadian Population-Based Survey","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Quality of life (healthcare); Relation (database); Psychology; Population; Psychometrics; Psychiatry; Clinical psychology; Medicine; Psychotherapist; Environmental health; Data mining","score_opus":0.08772671545480655,"score_gpt":0.39138060515875794,"score_spread":0.3036538897039514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155467363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91956097,0.0039844285,0.000005854372,0.07381458,0.0009630867,0.0007733305,0.00075562653,0.0000031109716,0.00013903536],"genre_scores_gemma":[0.9977635,0.00006327141,0.00028351243,0.0011266443,0.0004077508,0.00002780015,0.00016560829,0.000018473365,0.00014340197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997942,0.00060258945,0.000770624,0.00013304895,0.0001344764,0.00041730845],"domain_scores_gemma":[0.99761933,0.00054195523,0.0006748844,0.00022169756,0.00008089511,0.0008612517],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015498486,0.00015184007,0.0003134676,0.00018611028,0.0013757584,0.00005067663,0.00020781066,0.00009066727,0.00010800404],"category_scores_gemma":[0.000060786046,0.00009641033,0.000111978,0.00015131665,0.00008748846,0.00008327631,0.0000024799117,0.00014455726,0.0000038031358],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011897944,0.00003334478,0.9816641,0.000013619158,0.000117350595,1.5747665e-7,0.0008889667,0.0000091599795,1.12563434e-7,0.0016758592,0.004089061,0.011389275],"study_design_scores_gemma":[0.001859462,0.00038781497,0.9938323,0.00004104181,0.0000370158,0.0000023857485,0.00048477508,0.000013314907,6.1057796e-7,0.00046753752,0.0027905493,0.00008317934],"about_ca_topic_score_codex":0.94167423,"about_ca_topic_score_gemma":0.9985568,"teacher_disagreement_score":0.07820259,"about_ca_system_score_codex":0.000818518,"about_ca_system_score_gemma":0.0027824205,"threshold_uncertainty_score":0.9999243},"labels":[],"label_agreement":null},{"id":"W2155781612","doi":"10.1017/s003329171200284x","title":"Common mental disorder diagnosis and need for treatment are not the same: findings from a population-based longitudinal survey","year":2012,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Psychiatry; Major depressive disorder; Mental health; Population; Quality of life (healthcare); Medicine; Anxiety disorder; Anxiety; Distress; Psychology; Clinical psychology; Mood","score_opus":0.18167670493916727,"score_gpt":0.45449738642053605,"score_spread":0.2728206814813688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155781612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815133,0.0024340418,0.000057396905,0.012685297,0.0012937763,0.0014704752,0.00034162245,0.00004836048,0.00015567886],"genre_scores_gemma":[0.99386674,0.00009572699,0.000081493294,0.0032435693,0.00040470247,0.0011860456,0.0009266825,0.00002016039,0.00017488086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824405,0.00028937886,0.00037886226,0.0004152588,0.00019286643,0.00047960578],"domain_scores_gemma":[0.99700016,0.0022843662,0.00015585034,0.00031450787,0.000020876427,0.0002242631],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047449098,0.00027684754,0.00046392294,0.000057633577,0.0004036916,0.000016672197,0.00015830036,0.00014481356,0.002105433],"category_scores_gemma":[0.000095488715,0.00014152561,0.0000686905,0.00015901098,0.00017132949,0.00006160143,0.000022596274,0.000100993944,0.00004135017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087388913,0.0013930361,0.953608,0.000007726883,0.00006749461,0.0000027492551,0.00061320653,1.6941213e-7,0.000005400699,0.00013807278,0.0036329178,0.03965735],"study_design_scores_gemma":[0.0052597537,0.001373251,0.9914933,0.00004770308,0.00010264489,0.0000037165084,0.0004145781,0.000017554374,0.0000131554025,0.00017895832,0.0009456698,0.00014972153],"about_ca_topic_score_codex":0.009548495,"about_ca_topic_score_gemma":0.0011569917,"teacher_disagreement_score":0.039507627,"about_ca_system_score_codex":0.000092137256,"about_ca_system_score_gemma":0.000001052794,"threshold_uncertainty_score":0.9988068},"labels":[],"label_agreement":null},{"id":"W2155854162","doi":"10.1177/0027950107086171","title":"Cost-benefit analysis of psychological therapy","year":2007,"lang":"en","type":"article","venue":"National Institute Economic Review","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":231,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nice; Anxiety; Psychological therapy; Cost–benefit analysis; Work (physics); Depression (economics); Quarter (Canadian coin); Medicine; Psychology; Psychotherapist; Psychiatry; Economics; Political science; Computer science","score_opus":0.23651308698040535,"score_gpt":0.5136480627569291,"score_spread":0.27713497577652374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155854162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54581887,0.111644775,0.00024281158,0.0012129804,0.0019365527,0.0016965338,0.00015698689,0.000046019784,0.33724445],"genre_scores_gemma":[0.9369293,0.054227356,0.00039115507,0.0060689533,0.0002125154,0.00015900403,0.0004395199,0.00001040438,0.0015617878],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987634,0.000026162903,0.00064759416,0.000270286,0.00012066999,0.0001719252],"domain_scores_gemma":[0.99929225,0.000105818246,0.00027520044,0.00019564237,0.000059479524,0.00007161254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092688436,0.00011492375,0.00042344967,0.00021962325,0.00005855508,0.0000066071275,0.00019799355,0.0000732649,0.008837871],"category_scores_gemma":[0.00001159131,0.00009287367,0.00021680439,0.0003355619,0.00006665289,0.00012898933,0.000013528641,0.00007322725,0.00063385733],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001097185,0.000550638,0.013523462,0.000119484714,0.0012271189,0.00000768482,0.00005303583,0.000055515087,0.000004047683,0.33259398,0.008390429,0.6433649],"study_design_scores_gemma":[0.0011174885,0.000102327,0.4465082,0.00016451483,0.00028706677,0.000010401361,0.0000094456955,0.000033246677,0.000024178626,0.0010736493,0.55046695,0.0002024989],"about_ca_topic_score_codex":0.00007336811,"about_ca_topic_score_gemma":0.00010934382,"teacher_disagreement_score":0.64316237,"about_ca_system_score_codex":0.00016908378,"about_ca_system_score_gemma":0.000018177723,"threshold_uncertainty_score":0.9920682},"labels":[],"label_agreement":null},{"id":"W2155863152","doi":"10.1017/s2045796015000451","title":"Global Mental Health: concepts, conflicts and controversies","year":2015,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Psychological intervention; Psychosocial; Mental illness; Global mental health; Colonialism; Psychiatry; Ideology; Medicine; Psychology; Sociology; Political science; Criminology; Public relations; Law; Politics","score_opus":0.14564699240473253,"score_gpt":0.48082384253357235,"score_spread":0.3351768501288398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155863152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7624079,0.124107674,0.0000772966,0.06814275,0.0046385643,0.00053588755,0.00006575173,0.0000628156,0.03996134],"genre_scores_gemma":[0.979258,0.0009995614,0.001158087,0.017673546,0.00023329725,0.000021527267,0.00001299085,0.0000035366213,0.00063944433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978761,0.0006191285,0.0003799648,0.00048751695,0.00009864014,0.0005386516],"domain_scores_gemma":[0.9984472,0.00079438987,0.00022563257,0.000110136585,0.000016101989,0.00040658645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025791547,0.00015439946,0.0003914835,0.00006710928,0.00073979376,0.00001602091,0.00015224147,0.00010757843,0.00011558887],"category_scores_gemma":[0.00017780463,0.00011407086,0.00003021908,0.0002678678,0.0010868981,0.00012713371,0.00005264791,0.00008189941,0.000042185682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010840461,0.000051341358,0.7659255,0.00001015224,0.000021693068,0.000001362961,0.0011751446,6.68284e-7,5.4762936e-8,0.1137696,0.10208053,0.01685551],"study_design_scores_gemma":[0.005105066,0.0028902653,0.76686066,0.000022959486,0.000029098659,0.0002639239,0.007951327,0.00013068624,3.8802003e-7,0.04800271,0.1683946,0.00034832137],"about_ca_topic_score_codex":0.0018552892,"about_ca_topic_score_gemma":0.00015380213,"teacher_disagreement_score":0.21685009,"about_ca_system_score_codex":0.000038256472,"about_ca_system_score_gemma":0.00006345821,"threshold_uncertainty_score":0.568997},"labels":[],"label_agreement":null},{"id":"W2155864676","doi":"10.1258/jrsm.2010.090426","title":"Do stigma and other perceived barriers to mental health care differ across Armed Forces?","year":2010,"lang":"en","type":"article","venue":"Journal of the Royal Society of Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":162,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Stigma (botany); Social stigma; Mental health; Psychiatry; Prejudice (legal term); Medicine; Psychology; Data science; Social psychology; Computer science; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.018249928414061332,"score_gpt":0.3797035864600371,"score_spread":0.3614536580459758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155864676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96872956,0.0014852133,0.000014020267,0.02719311,0.0018119608,0.00034374345,0.000038203576,0.000004770114,0.00037943322],"genre_scores_gemma":[0.9897502,0.000040524126,0.00025742297,0.008349505,0.00057614985,0.0000040002324,0.0000015592757,0.000016391381,0.0010042292],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99861693,0.00008599716,0.00046539694,0.00013797899,0.00038950023,0.00030419338],"domain_scores_gemma":[0.99874705,0.000067797824,0.00045235414,0.00019185453,0.00006693563,0.00047400888],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000619797,0.00014609007,0.00040163347,0.000019667086,0.00042218837,0.0000093040235,0.00028141416,0.00009475317,0.0011967281],"category_scores_gemma":[0.000038122507,0.00007771206,0.00017034453,0.00007964227,0.00031991216,0.000030669722,0.00006478182,0.00040073055,0.0000025616475],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091849663,0.00019910792,0.16108714,0.00033826084,0.0005149547,0.0000047592553,0.478127,0.000005824091,0.0024761646,0.00009441863,0.30161637,0.054617494],"study_design_scores_gemma":[0.013988854,0.0025673772,0.7546367,0.00083484,0.00011884686,0.000093483846,0.18072815,0.00004602805,0.00034002136,0.00010800146,0.046298664,0.00023901676],"about_ca_topic_score_codex":0.00046452365,"about_ca_topic_score_gemma":0.00008258445,"teacher_disagreement_score":0.59354955,"about_ca_system_score_codex":0.000090147,"about_ca_system_score_gemma":0.00004220769,"threshold_uncertainty_score":0.99971634},"labels":[],"label_agreement":null},{"id":"W2156692882","doi":"10.1177/070674370505001007","title":"Service Use for Mental Health Reasons: Cross-Provincial Differences in Rates, Determinants, and Equity of Access","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":142,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; Université de Montréal; Institut universitaire en santé mentale de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Equity (law); Mental health; Psychology; Mental health service; Cross-sectional study; Demographic economics; Gerontology; Psychiatry; Medicine; Political science; Economics","score_opus":0.10171718446913502,"score_gpt":0.43248366186598497,"score_spread":0.33076647739684994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156692882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755208,0.0037300908,0.0000034747075,0.01853302,0.001420656,0.00047187385,0.00021406102,0.0000020867926,0.00010396929],"genre_scores_gemma":[0.9969111,0.00006968972,0.0005390382,0.0020114845,0.00033507252,0.00001074892,0.0000052312607,0.000012317909,0.000105317056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861073,0.00012595112,0.00059711485,0.00013760528,0.0001237521,0.00040481286],"domain_scores_gemma":[0.99879724,0.000084894295,0.00054003845,0.00015574848,0.000066577275,0.00035547986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006811461,0.00013075533,0.0003007173,0.00016593658,0.00037553988,0.000119492564,0.00044872263,0.000074869,0.000121847384],"category_scores_gemma":[0.000016790587,0.00009182084,0.000054984856,0.00015458158,0.000110744164,0.000352777,0.00002999712,0.00018331826,0.0000020926889],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030925206,0.00008424037,0.9651684,0.00009415939,0.000027746904,0.0000031575923,0.0013949553,7.4101484e-7,8.1097863e-7,0.0016102479,0.0029125095,0.02839378],"study_design_scores_gemma":[0.0019923556,0.0003373248,0.9936814,0.00021579264,0.000017818622,0.00008137764,0.0006076458,0.000024762307,0.000010497672,0.0019131989,0.0010210598,0.00009678988],"about_ca_topic_score_codex":0.15347992,"about_ca_topic_score_gemma":0.952301,"teacher_disagreement_score":0.7988211,"about_ca_system_score_codex":0.00019614356,"about_ca_system_score_gemma":0.0012311849,"threshold_uncertainty_score":0.8521571},"labels":[],"label_agreement":null},{"id":"W2157411879","doi":"10.1176/pn.45.22.psychnews_45_22_016","title":"Where Psychiatrists Are Few, Volunteers Make Key Contributions","year":2010,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Psychology; Medicine","score_opus":0.01223193282842681,"score_gpt":0.33819595799990476,"score_spread":0.32596402517147793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157411879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84062093,0.007839461,0.0003021387,0.01817978,0.029339274,0.0017095578,0.0003982771,0.00046689183,0.10114371],"genre_scores_gemma":[0.9782744,0.00022122906,0.0017632777,0.0017052419,0.002679355,0.00031408193,0.00010361454,0.00007457771,0.014864233],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729437,0.00012568843,0.0006457581,0.0007275921,0.00031569926,0.0008909069],"domain_scores_gemma":[0.99808264,0.000091458925,0.00034284752,0.0009335886,0.00010516693,0.00044431252],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002590327,0.0003927469,0.000416359,0.00028089472,0.0006122485,0.00008755617,0.000523746,0.00036222656,0.005606935],"category_scores_gemma":[0.000024651448,0.00035300516,0.00025972677,0.0007668495,0.00009123036,0.00012068797,0.000053914424,0.00078770134,0.0045489534],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002794928,0.0013687453,0.50284976,0.00009147701,0.00013480806,0.000029355982,0.0004326144,6.565372e-7,0.00006297563,0.022227282,0.44145975,0.03106312],"study_design_scores_gemma":[0.006411189,0.00032421516,0.33044282,0.000032012846,0.00021699887,0.00010711993,0.0011149045,0.000022141201,0.00002108172,0.0036846653,0.65686274,0.00076010317],"about_ca_topic_score_codex":0.002582234,"about_ca_topic_score_gemma":0.012369769,"teacher_disagreement_score":0.215403,"about_ca_system_score_codex":0.00007882029,"about_ca_system_score_gemma":0.00006811087,"threshold_uncertainty_score":0.9998922},"labels":[],"label_agreement":null},{"id":"W2158642698","doi":"10.1017/s1463423609990363","title":"Do general practitioners adhere to NICE guidelines for depression? Systematic Questionnaire Survey","year":2009,"lang":"en","type":"article","venue":"Primary Health Care Research & Development","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Nice; Excellence; Quality and Outcomes Framework; Medicine; Depression (economics); Management of depression; Family medicine; Incentive; Primary care; Mental health; Global Positioning System; Psychiatry; Psychology","score_opus":0.19900506112798794,"score_gpt":0.5485239561638506,"score_spread":0.3495188950358627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158642698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5502079,0.2076095,0.008761216,0.13621856,0.007759505,0.068465255,0.0005696385,0.0011320546,0.019276375],"genre_scores_gemma":[0.89025664,0.0008688177,0.05837145,0.029478112,0.0008313686,0.010023516,0.0020149758,0.00012287719,0.008032243],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9937296,0.0016901739,0.0012781586,0.00083120033,0.0011652163,0.001305651],"domain_scores_gemma":[0.99569243,0.00057139026,0.00026164192,0.00059128227,0.0020594385,0.00082382705],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0068378164,0.00029898714,0.0006026375,0.00042493397,0.0013141943,0.000114782895,0.00046455802,0.00015023194,0.000114363735],"category_scores_gemma":[0.00081031286,0.0002486379,0.00006882749,0.00064378645,0.00003121857,0.00019054921,0.00012346782,0.00033465115,0.00037327092],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014154413,0.0007801637,0.016052637,0.024731712,0.00015095208,0.000038813472,0.011154015,0.000016821046,0.000020681544,0.00077934284,0.66483724,0.28002217],"study_design_scores_gemma":[0.0033868146,0.0017430015,0.9374015,0.010808854,0.00002267846,0.00004285039,0.0038686155,0.0000126509,0.0001632559,0.00024102339,0.04147972,0.00082908623],"about_ca_topic_score_codex":0.0014064071,"about_ca_topic_score_gemma":0.00086240005,"teacher_disagreement_score":0.9213488,"about_ca_system_score_codex":0.0028733115,"about_ca_system_score_gemma":0.0018663149,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W2159372452","doi":"10.1258/rsmmsl.46.4.321","title":"Outcome of Referral to a Prison Mental Health Team","year":2006,"lang":"en","type":"article","venue":"Medicine Science and the Law","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prison; Psychiatry; Recidivism; Referral; Mental health; Medicine; Context (archaeology); Remand (court procedure); Mental illness; Quarter (Canadian coin); Forensic psychiatry; Population; Psychology; Family medicine; Criminology","score_opus":0.05439965685892526,"score_gpt":0.4329784014989307,"score_spread":0.3785787446400054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159372452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7895128,0.0005528859,0.000011214633,0.048557118,0.00063308934,0.0005996404,0.000003906922,0.0000145436,0.1601148],"genre_scores_gemma":[0.9909884,0.000009879793,0.0000529439,0.006514955,0.00010241385,0.000016758515,0.0000023454013,0.000002898907,0.0023094555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99893355,0.00004551192,0.0002589596,0.00018190246,0.0003262957,0.00025375374],"domain_scores_gemma":[0.9995844,0.000036442958,0.00007861842,0.0001830056,0.000024731462,0.00009281384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014576375,0.000067509536,0.00019494185,0.000058479458,0.00035746425,0.000007232884,0.00019783185,0.000012972507,0.00012154067],"category_scores_gemma":[0.00001129937,0.000032812306,0.000012365774,0.00031829494,0.0011855426,0.000060099417,0.00004638461,0.000052934876,0.000020976773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037672566,0.00021071166,0.040405236,0.000058474445,0.0000063359407,0.0000028701133,0.010757328,2.8260772e-7,0.00021478967,0.8900357,0.031447787,0.02648377],"study_design_scores_gemma":[0.030118866,0.005837402,0.6800943,0.0005022323,0.00006765975,0.00015941604,0.0146550685,0.00011221241,0.0012167167,0.020500744,0.24620952,0.0005258816],"about_ca_topic_score_codex":0.014355396,"about_ca_topic_score_gemma":0.00047703137,"teacher_disagreement_score":0.86953497,"about_ca_system_score_codex":0.0000423325,"about_ca_system_score_gemma":0.000016000839,"threshold_uncertainty_score":0.9922081},"labels":[],"label_agreement":null},{"id":"W2159904957","doi":"10.1037/prj0000119","title":"The relationship between stigma sentiments and self-identity of individuals with schizophrenia.","year":2015,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority","funders":"National Institute of Mental Health; U.S. Department of Veterans Affairs","keywords":"Stigma (botany); Psychology; Schizophrenia (object-oriented programming); Schizoaffective disorder; Clinical psychology; Psychosis; Diagnosis of schizophrenia; Identity (music); Psychiatry","score_opus":0.03937900307782966,"score_gpt":0.37154974586505873,"score_spread":0.3321707427872291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159904957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99372905,0.0016684196,0.00028542866,0.0022663095,0.00071177416,0.00043381256,0.000012094005,0.000020902233,0.0008721955],"genre_scores_gemma":[0.988741,0.000018605071,0.010767955,0.000020149851,0.00024620397,0.000024582778,0.0000065709196,0.00001245768,0.00016248146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806815,0.0004957802,0.00057301956,0.00017870078,0.00047177504,0.00021257366],"domain_scores_gemma":[0.9974303,0.001465473,0.0005147372,0.00020423884,0.00015740602,0.00022781784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018311526,0.000121119614,0.00017004822,0.00019792849,0.0005865576,0.000098883385,0.00017316503,0.000065007676,0.00003629836],"category_scores_gemma":[0.00020505743,0.000076537086,0.00004882268,0.00046611144,0.000109702305,0.0003968367,0.000023610159,0.00024486365,0.000042178097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015285303,0.00018060142,0.9862145,0.00002483659,0.00008691265,6.642242e-7,0.0020482263,0.0000017288421,1.0360473e-7,0.0046534226,0.0023662238,0.004269914],"study_design_scores_gemma":[0.0030679172,0.0007408001,0.9636558,0.000023183016,0.000100988,0.000031402815,0.0019587604,0.000002084649,5.3881763e-7,0.029661745,0.00067942246,0.00007734898],"about_ca_topic_score_codex":0.000030832354,"about_ca_topic_score_gemma":0.000011109498,"teacher_disagreement_score":0.02500832,"about_ca_system_score_codex":0.00006673479,"about_ca_system_score_gemma":0.00007950752,"threshold_uncertainty_score":0.45113865},"labels":[],"label_agreement":null},{"id":"W2160372437","doi":"10.1177/070674370505001009","title":"Determinants of Service Use among Young Canadians with Mental Disorders","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Mental health; Psychology; Psychiatry; Medicine; Gerontology; Clinical psychology","score_opus":0.014955783128252074,"score_gpt":0.29068634729514997,"score_spread":0.2757305641668979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160372437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830002,0.0006716719,0.0000018304121,0.011841259,0.0015653481,0.000249883,0.000062914754,0.0000032484377,0.0026036121],"genre_scores_gemma":[0.99664795,0.000009105302,0.00046526908,0.0017196316,0.00024629562,0.000005094528,0.0000034401735,0.000023820874,0.0008793883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880224,0.00008605296,0.00041196542,0.000114055925,0.00016814498,0.00041752702],"domain_scores_gemma":[0.998592,0.000029805495,0.00040169005,0.00024828457,0.000061822255,0.00066635385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021385371,0.00014829877,0.0002069695,0.00019512884,0.0003767401,0.000039983915,0.0003921461,0.00007044534,0.0006504087],"category_scores_gemma":[0.000004076436,0.00009857383,0.00006847834,0.00023692644,0.00014357685,0.00024451423,0.000005855888,0.00022489639,0.00002002644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008666193,0.000046620175,0.98585886,0.000017178,0.00007791164,0.000023323106,0.003515285,0.000014335086,3.9248428e-7,0.00074929185,0.0058384184,0.0037717375],"study_design_scores_gemma":[0.0014273507,0.00028639103,0.99021953,0.00014077744,0.00010274241,0.0003550045,0.0035939256,0.000020382882,0.000006990622,0.0003903967,0.0032993238,0.00015719105],"about_ca_topic_score_codex":0.76319426,"about_ca_topic_score_gemma":0.9992284,"teacher_disagreement_score":0.2360342,"about_ca_system_score_codex":0.00021611471,"about_ca_system_score_gemma":0.0010622373,"threshold_uncertainty_score":0.71215194},"labels":[],"label_agreement":null},{"id":"W2160481940","doi":"10.1093/ageing/afm162","title":"Predictors of a new depression diagnosis among older adults admitted to complex continuing care: implications for the depression rating scale (DRS)","year":2007,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Homewood Research Institute; University of Waterloo","funders":"","keywords":"Depression (economics); Rating scale; Medicine; Minimum Data Set; Psychiatry; Scale (ratio); Depressive symptoms; Gerontology; Clinical psychology; Psychology; Nursing homes; Cognition; Nursing; Developmental psychology","score_opus":0.02616760245820047,"score_gpt":0.3524592103053214,"score_spread":0.3262916078471209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160481940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926942,0.0015406716,0.0035919503,0.00015540847,0.00017900053,0.0013772072,0.000021185177,0.000038042715,0.0004023472],"genre_scores_gemma":[0.9986334,0.000026839663,0.0005329142,0.0001535407,0.00017845663,0.00026160016,0.00004185253,0.000017402526,0.00015402211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902743,0.000029644581,0.00030452365,0.00027556068,0.00008080088,0.0002820193],"domain_scores_gemma":[0.9989895,0.00046552758,0.00014691782,0.00021426105,0.000039805698,0.00014398528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015248207,0.00012112541,0.00016375522,0.00005809249,0.0003987853,0.000029242556,0.0001296484,0.00006912279,0.00004359788],"category_scores_gemma":[0.000033749373,0.0000843,0.000051662504,0.00014304728,0.000029150964,0.000089918845,0.000071466755,0.00007452877,0.0000013234177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006609818,0.000038111724,0.6144487,0.000050122046,0.00001629093,0.000015085697,0.0121166315,0.0000017453499,0.00058233814,0.000008614999,0.0007541815,0.37190205],"study_design_scores_gemma":[0.0012176858,0.00005555299,0.9914817,0.00051609956,0.000053417418,0.0000015812271,0.00405953,0.000024727291,0.001950274,0.000013581692,0.00053771003,0.0000881289],"about_ca_topic_score_codex":0.0011946257,"about_ca_topic_score_gemma":0.0009442453,"teacher_disagreement_score":0.37703297,"about_ca_system_score_codex":0.00001783793,"about_ca_system_score_gemma":0.0000042058023,"threshold_uncertainty_score":0.34376544},"labels":[],"label_agreement":null},{"id":"W2160582434","doi":"10.4103/0019-5545.117160","title":"Indian contribution to the cultural formulation interview and the DSM-5: Missing details from the position paper","year":2013,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Postgraduate Institute of Medical Education and Research, Chandigarh","keywords":"Position (finance); Missing data; Psychology; Information retrieval; Data science; Computer science; Statistics; Mathematics; Business","score_opus":0.018246829141573846,"score_gpt":0.3251716949454809,"score_spread":0.3069248658039071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160582434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8309313,0.0047997767,0.00013548578,0.16148205,0.0017875797,0.00064403284,0.000013016352,0.000005049073,0.00020171171],"genre_scores_gemma":[0.9885848,0.000052543797,0.0001887043,0.0101080015,0.0009726604,0.000027395079,0.000015970596,0.000008739294,0.000041161606],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998581,0.00045910708,0.00046651246,0.00010906703,0.00017030332,0.00021400265],"domain_scores_gemma":[0.9990119,0.00018262812,0.00041469085,0.00018130009,0.00009585146,0.000113662485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006725902,0.00012497067,0.00017020895,0.000042211454,0.00053551124,0.00021229936,0.00026445882,0.000076576594,0.00052841165],"category_scores_gemma":[0.00002358829,0.00005052613,0.000109164845,0.00012689491,0.00006164252,0.00041334718,0.000023899356,0.00032329664,0.00012962165],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012735369,0.00032966718,0.16071175,0.000055696513,0.0008275385,0.000032958316,0.07266159,0.0000060768584,0.00016401873,0.016719291,0.058812086,0.6884058],"study_design_scores_gemma":[0.004507646,0.00031856782,0.95010895,0.00049891346,0.0001801226,0.0004416521,0.010740509,0.00001380254,0.00004646082,0.028559972,0.0044230386,0.0001603776],"about_ca_topic_score_codex":0.00041013063,"about_ca_topic_score_gemma":0.0005017267,"teacher_disagreement_score":0.7893972,"about_ca_system_score_codex":0.00005005217,"about_ca_system_score_gemma":0.00002860017,"threshold_uncertainty_score":0.57857364},"labels":[],"label_agreement":null},{"id":"W2160705297","doi":"","title":"Diagnosing depression: there is no blood test.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Qualitative research; Medicine; Depression (economics); Family medicine; Theme (computing); Nonprobability sampling; Interpersonal communication; Nursing; Psychology; Social psychology","score_opus":0.03562341110694881,"score_gpt":0.32067588015977716,"score_spread":0.28505246905282833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160705297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77432626,0.0035695098,0.0000017244382,0.0018010206,0.00061452744,0.00074405334,0.000013067091,0.0000956165,0.21883424],"genre_scores_gemma":[0.97455645,0.000054290194,0.00008762605,0.0021512755,0.0006976705,0.0022680114,0.0000064281853,0.000018634382,0.020159636],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99899787,0.000033296586,0.00017255863,0.00025208975,0.00011246334,0.00043169575],"domain_scores_gemma":[0.99935746,0.00016436617,0.00006458301,0.0002548249,0.000016018143,0.00014276439],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000108343884,0.000113245056,0.0001192978,0.000034991666,0.00013874049,0.000029411076,0.00014561998,0.00007807201,0.0035975615],"category_scores_gemma":[0.000022050055,0.00008902344,0.000042731153,0.000082991064,0.000021238218,0.00011039125,0.000035434314,0.00009401461,0.0014103841],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019908255,0.00056575413,0.28381363,0.000011000543,0.000028705,0.000024007639,0.00020649971,8.202324e-8,0.0000029228706,0.000047876263,0.024208682,0.691071],"study_design_scores_gemma":[0.001347402,0.000026169286,0.91107774,0.000014755231,0.000039577044,0.000014325991,0.00003452483,0.0000032168966,0.001598377,0.000059327507,0.08565526,0.00012933624],"about_ca_topic_score_codex":0.00007091281,"about_ca_topic_score_gemma":0.0000141392575,"teacher_disagreement_score":0.69094163,"about_ca_system_score_codex":0.00002934574,"about_ca_system_score_gemma":0.0000032413366,"threshold_uncertainty_score":0.9993671},"labels":[],"label_agreement":null},{"id":"W2161030045","doi":"10.1177/070674371105600807","title":"Association of Mental Health with Health Care Use and Cost: A Population Study","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Mental health; Medicine; Health care; Public health; Family medicine; Population; Medical diagnosis; Mental health care; Psychiatry; Environmental health; Nursing","score_opus":0.04408612911127493,"score_gpt":0.3439891236980539,"score_spread":0.299902994586779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161030045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884169,0.0021849435,0.0000023471537,0.007283848,0.0010823577,0.0007263894,0.000052470197,0.0000028710074,0.00024788934],"genre_scores_gemma":[0.9985345,0.0000118006765,0.00041080685,0.0008051926,0.00008467553,0.0000048815828,0.000010861875,0.000011719936,0.00012558434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987878,0.00028526687,0.0004156086,0.000091825204,0.00016794316,0.00025156274],"domain_scores_gemma":[0.9985719,0.000018993223,0.0008690987,0.00013168417,0.00007246243,0.00033585983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054086884,0.000091454895,0.00021824805,0.00014153127,0.0004034634,0.00002272358,0.000106522566,0.000036051988,0.00011312643],"category_scores_gemma":[0.000004334495,0.00006078212,0.000030775678,0.00012379863,0.00002576574,0.00012765314,0.0000041816425,0.0001644025,0.0000020224336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013772135,0.00010465599,0.961119,0.00002108609,0.00011326257,0.000002416009,0.030662127,2.409067e-7,1.8194212e-8,0.00079400325,0.0041774646,0.002867999],"study_design_scores_gemma":[0.0015680558,0.0018900104,0.9765793,0.000077105324,0.000033539007,0.000035583154,0.019429037,3.0976608e-7,2.8747843e-7,0.00014521029,0.00019155267,0.00005002975],"about_ca_topic_score_codex":0.32348788,"about_ca_topic_score_gemma":0.9123629,"teacher_disagreement_score":0.588875,"about_ca_system_score_codex":0.00050951896,"about_ca_system_score_gemma":0.0006849181,"threshold_uncertainty_score":0.68101704},"labels":[],"label_agreement":null},{"id":"W2161466498","doi":"10.1136/bmj.321.7273.1389","title":"Randomised controlled trial of non-directive counselling, cognitive-behaviour therapy, and usual general practitioner care for patients with depression. II: Cost effectiveness","year":2000,"lang":"en","type":"article","venue":"BMJ","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":351,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Medicine; Psychological intervention; Anxiety; Randomized controlled trial; Beck Depression Inventory; Quality of life (healthcare); Depression (economics); Cognition; Cognitive therapy; Clinical psychology; Physical therapy; Psychiatry; Nursing; Internal medicine","score_opus":0.025372594223097247,"score_gpt":0.3780845216525537,"score_spread":0.35271192742945645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161466498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97183424,0.00040469546,0.00012753576,0.000012207578,0.00037033466,0.02459774,0.0001775629,0.000018897064,0.0024568134],"genre_scores_gemma":[0.9889093,0.00006618056,0.00007378633,0.000055773366,0.00019251225,0.009826786,0.0002331273,0.000027243035,0.00061528606],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99854976,0.0003626598,0.00033202567,0.00033960064,0.00018926519,0.00022669297],"domain_scores_gemma":[0.9984663,0.00080673705,0.0002756615,0.000121244506,0.0002538572,0.00007620256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029789994,0.0002001623,0.0005479396,0.000053734184,0.0003087602,0.000016102887,0.000053622385,0.00011259738,0.00042843213],"category_scores_gemma":[0.000016873277,0.00013420559,0.0000951087,0.0000642602,0.00007108798,0.00010963066,0.0000049562723,0.00007967514,0.0000045876486],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9133804,0.0018535622,0.03368449,0.000033724446,0.0002870839,0.000003856507,0.0014020485,0.0000033985038,0.000012424654,0.000005817199,0.0001752456,0.049157947],"study_design_scores_gemma":[0.8670519,0.003583309,0.12801896,0.000117759955,0.00019455185,0.0000016443257,0.00018401645,0.00002099034,0.00048352938,0.000011408451,0.00016911514,0.0001628076],"about_ca_topic_score_codex":0.00017939783,"about_ca_topic_score_gemma":0.000021889535,"teacher_disagreement_score":0.094334476,"about_ca_system_score_codex":0.000033101795,"about_ca_system_score_gemma":0.00003262481,"threshold_uncertainty_score":0.54727453},"labels":[],"label_agreement":null},{"id":"W2161715166","doi":"10.7202/032398ar","title":"Adaptation à la communauté de jeunes adultes ayant vécu une ou plusieurs hospitalisations en psychiatrie","year":2007,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Fonds de Recherche du Québec - Santé","funders":"","keywords":"Humanities; Psychology; Political science; Art","score_opus":0.024830966949494583,"score_gpt":0.3571273495854134,"score_spread":0.3322963826359188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161715166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9313221,0.016734807,0.0007643552,0.013445172,0.0037026783,0.0012066079,0.00026200915,0.00015054278,0.032411758],"genre_scores_gemma":[0.98607147,0.00077279937,0.0021299815,0.0011898995,0.00084603956,0.00013867482,0.0004030718,0.00009136548,0.008356706],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962419,0.00074081426,0.0009072823,0.0005602782,0.00037318177,0.0011765122],"domain_scores_gemma":[0.99689806,0.001627058,0.00041288312,0.00060357567,0.000061203464,0.00039721417],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012376336,0.000506833,0.00043290434,0.0002455133,0.00095701206,0.00008826536,0.00045432188,0.0003836893,0.0012442564],"category_scores_gemma":[0.00006257704,0.000531102,0.00022846703,0.0005224115,0.0005072709,0.00041763033,0.000116163545,0.00045984797,0.00080973835],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066791446,0.005330115,0.37458864,0.0003519835,0.00045538077,0.00020567662,0.17785102,0.00003512866,0.00014215788,0.018115796,0.010365002,0.4118912],"study_design_scores_gemma":[0.008289123,0.0016135849,0.73931754,0.00091233506,0.0005553547,0.0002001656,0.17099704,0.0002520052,0.00075498765,0.0019064,0.07418117,0.0010203117],"about_ca_topic_score_codex":0.61654687,"about_ca_topic_score_gemma":0.60676134,"teacher_disagreement_score":0.41087088,"about_ca_system_score_codex":0.0016780382,"about_ca_system_score_gemma":0.0005612412,"threshold_uncertainty_score":0.99996823},"labels":[],"label_agreement":null},{"id":"W2162342909","doi":"10.1177/070674370605100204","title":"Descriptive Epidemiology of Major Depression in Canada","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":445,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Epidemiology; Depression (economics); Psychiatry; Medicine; Psychology; Internal medicine","score_opus":0.03125614944919368,"score_gpt":0.31352106239753397,"score_spread":0.2822649129483403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162342909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770485,0.008353214,0.000008707287,0.0065685613,0.003291802,0.00013124918,0.00002264062,9.304206e-7,0.004574355],"genre_scores_gemma":[0.9984392,0.0000039141146,0.0004228575,0.0006365737,0.00024423865,0.0000035745709,0.00000261082,0.000008996372,0.00023803825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852973,0.0002919371,0.00064612523,0.0000921945,0.00008592651,0.00035408838],"domain_scores_gemma":[0.9989746,0.0001432984,0.00046813535,0.00016592961,0.000044255776,0.00020374794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054554496,0.000095230396,0.00026795678,0.00015675243,0.00012156713,0.0000026157245,0.00029281707,0.00006303762,0.00052770966],"category_scores_gemma":[0.000019572906,0.00006316494,0.00005729654,0.00015694708,0.000072398776,0.00004322208,0.000005658497,0.00026124815,0.000006003521],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006093794,0.000022669941,0.9705831,0.000009305732,0.000022187649,0.000041703064,0.00014240638,0.000036667232,0.0000010925531,0.00955136,0.018513108,0.001015509],"study_design_scores_gemma":[0.00072239095,0.000059468355,0.98246783,0.00008208056,0.000021034102,0.00009735009,0.0008837633,0.0000044187855,0.000011385626,0.01516879,0.00042364717,0.000057811867],"about_ca_topic_score_codex":0.99825954,"about_ca_topic_score_gemma":0.99993914,"teacher_disagreement_score":0.021390656,"about_ca_system_score_codex":0.0005387378,"about_ca_system_score_gemma":0.0033840416,"threshold_uncertainty_score":0.60031444},"labels":[],"label_agreement":null},{"id":"W2162361106","doi":"10.3402/gha.v7.24589","title":"Declaration on mental health in Africa: moving to implementation","year":2014,"lang":"en","type":"article","venue":"Global Health Action","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Research Canada; University of Toronto","funders":"Wellcome Trust","keywords":"Mental health; Declaration; Action plan; Health policy; Global health; Medicine; Economic growth; Inclusion (mineral); Mental health law; Stigma (botany); Global mental health; Health care; Human rights; Health promotion; Political science; Nursing; Psychiatry; Public health; Psychology","score_opus":0.08981099693529263,"score_gpt":0.4914625892756238,"score_spread":0.4016515923403312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162361106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94347423,0.00026465597,0.0021543666,0.03671014,0.0039399774,0.002841288,0.000116079354,0.00015096243,0.010348268],"genre_scores_gemma":[0.9899418,0.000032090218,0.0003395025,0.008923828,0.00020780215,0.00015697272,0.00026817783,0.000010782924,0.00011909308],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997895,0.00035775342,0.0005013271,0.00038933477,0.00021404387,0.00064251624],"domain_scores_gemma":[0.9992427,0.000026670705,0.00022527413,0.00018554696,0.00001604078,0.00030376358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000699884,0.00015349242,0.00021413989,0.00014243658,0.00036803025,0.00002678786,0.00007966499,0.000061135295,0.00022792259],"category_scores_gemma":[0.000006435789,0.0001570853,0.000030098194,0.0004178875,0.000007634483,0.00016099798,0.000018542427,0.00010986371,0.00048776844],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033364882,0.0002819369,0.008382849,0.000049969774,0.0000061447063,4.79026e-7,0.0014706108,0.000017618984,0.0000072138732,0.010280807,0.031131038,0.9480377],"study_design_scores_gemma":[0.0045396914,0.0047266516,0.91018164,0.00017210633,0.0000044868566,0.000014772713,0.0036961897,0.00026768525,0.00006418812,0.002950532,0.07305161,0.0003304556],"about_ca_topic_score_codex":0.006716497,"about_ca_topic_score_gemma":0.0070570316,"teacher_disagreement_score":0.94770724,"about_ca_system_score_codex":0.0027778258,"about_ca_system_score_gemma":0.00008417325,"threshold_uncertainty_score":0.99989784},"labels":[],"label_agreement":null},{"id":"W2162407269","doi":"10.1136/bmj.d4825","title":"Risk of bias from inclusion of patients who already have diagnosis of or are undergoing treatment for depression in diagnostic accuracy studies of screening tools for depression: systematic review","year":2011,"lang":"en","type":"review","venue":"BMJ","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Center for Complementary and Integrative Health; Canadian Institutes of Health Research","keywords":"Systematic review; Medicine; MEDLINE; PsycINFO; CINAHL; Meta-analysis; Depression (economics); Publication bias; Psychiatry; Psychological intervention; Internal medicine","score_opus":0.3452810084347039,"score_gpt":0.5007343750512674,"score_spread":0.1554533666165635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162407269","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072400174,0.96472734,0.000068397465,0.0000091237425,0.00025219694,0.02472518,0.002941225,0.000008944301,0.000027597962],"genre_scores_gemma":[0.010605072,0.97127026,0.0008474852,0.00001565342,0.000049190763,0.016437061,0.00066018704,0.0000651266,0.000049942904],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9934475,0.001170697,0.0041280854,0.00059151766,0.00033728778,0.00032492445],"domain_scores_gemma":[0.9427761,0.046408113,0.009600086,0.0008418361,0.00029969582,0.00007418997],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010597662,0.00059296255,0.0061923196,0.00027964424,0.00015094198,0.000005958818,0.0004445053,0.0003120544,0.00005485033],"category_scores_gemma":[0.013192201,0.00034450585,0.00079069484,0.00023781072,0.00006441494,0.0001624148,0.00047384546,0.00010766921,0.0000017465705],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029255563,0.0010654591,0.042742357,0.6309098,0.0011500621,0.000003534595,0.0008182879,6.975704e-7,2.0070898e-8,0.00000408376,0.0004171178,0.322596],"study_design_scores_gemma":[0.0032662563,0.0010653854,0.0039394796,0.98018813,0.009158844,0.0000010530728,0.00052408257,0.0000031335649,0.000069912094,0.000060051705,0.0014362212,0.0002874392],"about_ca_topic_score_codex":0.0008035625,"about_ca_topic_score_gemma":0.00045478073,"teacher_disagreement_score":0.34927833,"about_ca_system_score_codex":0.00018576777,"about_ca_system_score_gemma":0.00008944795,"threshold_uncertainty_score":0.9999007},"labels":[],"label_agreement":null},{"id":"W2162472038","doi":"10.1093/fampra/cmu006","title":"Randomized controlled trial of transdiagnostic group treatments for primary care patients with common mental disorders","year":2014,"lang":"en","type":"article","venue":"Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Medicine; Randomized controlled trial; Primary care; Psychiatry; Physical therapy; Family medicine; Internal medicine","score_opus":0.013986470956014335,"score_gpt":0.33061522874196053,"score_spread":0.3166287577859462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162472038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9316457,0.0007259418,0.00029133985,0.00018543983,0.0014305129,0.02134487,0.00011915219,0.00004096912,0.044216085],"genre_scores_gemma":[0.9917931,0.00011227272,0.0006123206,0.0006232255,0.000080674334,0.005495793,0.00095008314,0.000041437834,0.00029111857],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9971935,0.0011088172,0.00067543046,0.00035446644,0.00034020474,0.00032757432],"domain_scores_gemma":[0.99206513,0.0067716576,0.00067715877,0.0002972354,0.000093004746,0.000095820986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060180033,0.00028465924,0.0012867036,0.0000857542,0.00019401842,0.000021593913,0.00015406932,0.000107373424,0.000044719036],"category_scores_gemma":[0.00018096088,0.00019023812,0.0002838307,0.00009251812,0.00010669601,0.00029745925,0.000014443466,0.000104121136,0.000018911225],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96249515,0.004221007,0.0017828697,0.00009072797,0.001039087,0.0000011848862,0.0018139626,9.4996284e-7,0.0000026148375,0.00047945578,0.00016731933,0.027905654],"study_design_scores_gemma":[0.9809685,0.0053272313,0.008213907,0.000057718993,0.002115365,5.014607e-7,0.0010007306,0.0000097457905,0.0000042112943,0.000071901486,0.0020500096,0.00018018993],"about_ca_topic_score_codex":0.00049229315,"about_ca_topic_score_gemma":0.00005195445,"teacher_disagreement_score":0.060147386,"about_ca_system_score_codex":0.00010799453,"about_ca_system_score_gemma":0.00002213945,"threshold_uncertainty_score":0.7757685},"labels":[],"label_agreement":null},{"id":"W2162605236","doi":"10.1080/10398560802444044","title":"Shared Mental Health Care for a Marginalized Community in Inner-City Canada","year":2009,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Mental health; Outreach; Nova scotia; Nursing; Collaborative Care; Medicine; Shared care; Telepsychiatry; Mental health service; Service (business); Population; Health care; Psychology; Family medicine; Primary care; Psychiatry; Geography; Environmental health; Political science; Business; Telemedicine","score_opus":0.031422709903910544,"score_gpt":0.36790863949605196,"score_spread":0.3364859295921414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162605236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.948253,0.0012241618,0.000006674202,0.03605201,0.0025379201,0.0020022194,0.00067715853,0.00006587022,0.009180992],"genre_scores_gemma":[0.99128926,0.00000509547,0.001201046,0.0054293443,0.00013975661,0.0001256894,0.0008415111,0.000020312671,0.00094800326],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980551,0.00025608134,0.0004976325,0.00032187166,0.00016955262,0.0006997495],"domain_scores_gemma":[0.99905264,0.000035017994,0.00017806214,0.00045941636,0.000023471386,0.0002514104],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021269915,0.00025961435,0.0003763486,0.00010846325,0.0005728337,0.000028410614,0.0003514015,0.00012003826,0.00050609006],"category_scores_gemma":[0.000003974069,0.0002621894,0.00008301638,0.00026153974,0.00002973008,0.00010408621,0.000020157711,0.00043117374,0.000012899255],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017721661,0.002391907,0.3302723,0.0005648218,0.000088654095,0.000019925332,0.014295334,0.0000018780001,0.0000062192926,0.008863727,0.59448653,0.047236558],"study_design_scores_gemma":[0.008456265,0.0012012142,0.9432303,0.00017810908,0.00001702855,0.000023377755,0.021699015,0.0000036908193,0.0000106867465,0.0014021411,0.02337607,0.00040212143],"about_ca_topic_score_codex":0.48389968,"about_ca_topic_score_gemma":0.8899504,"teacher_disagreement_score":0.612958,"about_ca_system_score_codex":0.00066977873,"about_ca_system_score_gemma":0.00046806564,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W2162719391","doi":"10.1017/s026646230400090x","title":"Systematic review of the role of gender as a health determinant of hospitalization for depression","year":2004,"lang":"en","type":"review","venue":"International Journal of Technology Assessment in Health Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Depression (economics); Socioeconomic status; Medicine; Psychiatry; Meta-analysis; Depressive symptoms; Systematic review; Demography; MEDLINE; Gerontology; Environmental health; Internal medicine; Anxiety; Population","score_opus":0.029423534477442923,"score_gpt":0.49086391680298214,"score_spread":0.4614403823255392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162719391","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017430665,0.99354464,0.00012477278,0.00064181763,0.0011749322,0.004098668,0.00015412905,0.000006955,0.00007976297],"genre_scores_gemma":[0.023248933,0.9754085,0.00071762747,0.00016218438,0.00003442056,0.00031794756,0.00007042998,0.000029889543,0.000010085813],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9941603,0.00045611555,0.004273887,0.0002357142,0.00062219653,0.00025177622],"domain_scores_gemma":[0.9870735,0.00021314136,0.0114946915,0.0004271377,0.0007333318,0.000058226557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011540547,0.00026652092,0.002604954,0.0008543562,0.00005496213,0.0000044901,0.0011000244,0.00031512132,0.00003380009],"category_scores_gemma":[0.00017202133,0.00017006083,0.0005724886,0.00040774507,0.00008235069,0.00007081105,0.00013547654,0.00045224125,7.601888e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021199601,0.0003259944,0.0006867026,0.80967754,0.00033490636,0.000005936623,0.00028946126,0.0000013559346,1.6956223e-7,0.0057393233,0.00002946127,0.18288794],"study_design_scores_gemma":[0.0008462144,0.0007979907,0.00017886666,0.99038637,0.00034396283,0.00026210066,0.0015413743,0.0000014646256,0.000016409693,0.001114406,0.0043985243,0.00011230994],"about_ca_topic_score_codex":0.0001447701,"about_ca_topic_score_gemma":0.000014579911,"teacher_disagreement_score":0.18277563,"about_ca_system_score_codex":0.0014347564,"about_ca_system_score_gemma":0.0018117662,"threshold_uncertainty_score":0.69348794},"labels":[],"label_agreement":null},{"id":"W2162724591","doi":"10.1002/mpr.130","title":"Self‐reported use of mental health services versus administrative records: should we care?","year":2002,"lang":"en","type":"article","venue":"International Journal of Methods in Psychiatric Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; Centre for Addiction and Mental Health; University of Toronto; St. Michael's Hospital","funders":"Health Canada; Institute for Clinical Evaluative Sciences","keywords":"Mental health; Reimbursement; Medicine; Respondent; Health care; Population; Population health; Census; Medical record; Mental distress; Family medicine; Psychiatry; Environmental health","score_opus":0.5077192391463446,"score_gpt":0.6476474493827636,"score_spread":0.139928210236419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162724591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87026995,0.04490652,0.0009609597,0.020483201,0.030533867,0.002030254,0.00018191422,0.00004288627,0.030590426],"genre_scores_gemma":[0.69762915,0.0129553545,0.28728056,0.0002269497,0.0009109184,0.00004081944,0.000022367822,0.00004288201,0.000891017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99412286,0.002321961,0.0015529403,0.0003020473,0.0012701574,0.00043004175],"domain_scores_gemma":[0.9961659,0.0014940765,0.0010629665,0.00026208183,0.0008022798,0.00021269529],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003599246,0.0001720706,0.00041314078,0.0013780246,0.000120397985,0.00006829296,0.0008060943,0.00013815146,0.0013247448],"category_scores_gemma":[0.00010877528,0.00014493533,0.00017843417,0.00081870385,0.000085224434,0.00029878513,0.00010078076,0.0008368266,0.00002169154],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009515347,0.004660489,0.103124745,0.00047572347,0.0021102119,0.00039305256,0.044624683,0.000012390915,0.000068150395,0.0033375912,0.019682935,0.8119947],"study_design_scores_gemma":[0.08440996,0.03612965,0.21808322,0.0041859434,0.0003744931,0.0025416075,0.17169224,0.0028533717,0.0027569667,0.009365116,0.4656228,0.0019846268],"about_ca_topic_score_codex":0.0007743865,"about_ca_topic_score_gemma":0.00019482311,"teacher_disagreement_score":0.8100101,"about_ca_system_score_codex":0.0006011129,"about_ca_system_score_gemma":0.00017067748,"threshold_uncertainty_score":0.9995882},"labels":[],"label_agreement":null},{"id":"W2163006738","doi":"","title":"Integrated model for mental health care. Are health care providers satisfied with it?","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Mental health; Family medicine; Primary care; Medicine; Mental health care; Nursing; Likert scale; Primary health care; Health care; Psychology; Psychiatry; Population","score_opus":0.06142198486533717,"score_gpt":0.35511066927909635,"score_spread":0.29368868441375917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163006738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73830533,0.029548125,0.005007669,0.13911702,0.0036192308,0.057231203,0.003024743,0.0011086011,0.023038054],"genre_scores_gemma":[0.97554016,0.00008563668,0.0009314278,0.009301342,0.00009977783,0.009889887,0.0011210948,0.000062125946,0.0029685418],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99748737,0.0001173999,0.0004478746,0.00057477766,0.00023078544,0.0011417754],"domain_scores_gemma":[0.99874824,0.00003689774,0.00033248737,0.00034042745,0.00008348212,0.00045847386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019234788,0.00029801446,0.00044207068,0.00013080417,0.0005150078,0.00005063471,0.00019312873,0.000094204355,0.00005214891],"category_scores_gemma":[0.0000065364943,0.0002334641,0.000074370604,0.00023743126,0.000057818426,0.00015536504,0.000025459745,0.00016825709,0.000014546691],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002286385,0.00034855708,0.019763708,0.0005475243,0.00014453825,0.00001267183,0.040025655,0.000032412332,1.6352467e-7,0.00041224665,0.09822696,0.8381992],"study_design_scores_gemma":[0.04788503,0.0044995164,0.36070445,0.00064783473,0.00017457831,0.00015004934,0.387916,0.0025387583,0.000071075425,0.00028707768,0.19259161,0.0025340111],"about_ca_topic_score_codex":0.0028609089,"about_ca_topic_score_gemma":0.012559864,"teacher_disagreement_score":0.83566517,"about_ca_system_score_codex":0.0010885102,"about_ca_system_score_gemma":0.00022131618,"threshold_uncertainty_score":0.95203894},"labels":[],"label_agreement":null},{"id":"W2163045277","doi":"10.1016/j.respe.2011.03.061","title":"Psychometric properties of the Center for Epidemiologic Studies Depression Scale (CES-D) in French clinical and nonclinical adults","year":2011,"lang":"fr","type":"article","venue":"Revue d Épidémiologie et de Santé Publique","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":296,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Sherbrooke O.E.M (Canada); Université de Sherbrooke","funders":"","keywords":"Measurement invariance; Categorical variable; Psychology; Convergent validity; Clinical psychology; Center for Epidemiologic Studies Depression Scale; Equivalence (formal languages); Context (archaeology); Construct validity; Confirmatory factor analysis; Scale (ratio); Psychometrics; Statistics; Psychiatry; Mathematics; Structural equation modeling; Depressive symptoms; Cognition","score_opus":0.2954644253317701,"score_gpt":0.48875358137324904,"score_spread":0.19328915604147895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163045277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9126555,0.07371246,0.00010086719,0.005333441,0.0039917007,0.0024063308,0.0001347514,0.00004047915,0.0016244752],"genre_scores_gemma":[0.96010095,0.033202484,0.0024876576,0.0023858538,0.00045633072,0.0005927542,0.000017276901,0.00003512986,0.00072159176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9903484,0.005206194,0.0023040667,0.0010455335,0.000109586144,0.0009861925],"domain_scores_gemma":[0.99341583,0.0044432217,0.0009665874,0.00076264085,0.00020193026,0.00020978764],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009062165,0.0004448318,0.0015287544,0.00027870003,0.00015968479,0.000017771075,0.00075739087,0.001069738,0.00007749194],"category_scores_gemma":[0.00868882,0.00026807733,0.00043370313,0.0006036031,0.001272574,0.00025837708,0.00048989814,0.00097543065,0.000012113459],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011061674,0.0020084104,0.87832433,0.0012713722,0.00014189685,0.0000064368287,0.0017167381,0.0000011275008,0.000007895001,0.00071505795,0.002287003,0.11241359],"study_design_scores_gemma":[0.0038710197,0.0013937111,0.9838317,0.002679481,0.00007928311,0.000045276996,0.0007162403,0.00013554309,0.00015232414,0.0053895907,0.0014258303,0.00028000088],"about_ca_topic_score_codex":0.0008293841,"about_ca_topic_score_gemma":0.00064768555,"teacher_disagreement_score":0.11213359,"about_ca_system_score_codex":0.00015090562,"about_ca_system_score_gemma":0.00016089498,"threshold_uncertainty_score":0.9999772},"labels":[],"label_agreement":null},{"id":"W2163722412","doi":"10.1192/bjp.bp.109.074518","title":"The Movement for Global Mental Health","year":2011,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; Wellcome Trust","keywords":"Mental health; Global mental health; Psychology; Movement (music); Psychiatry; Human rights; Political science","score_opus":0.034211190292967604,"score_gpt":0.35751307601255067,"score_spread":0.32330188571958307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163722412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.698639,0.1388178,0.00090056635,0.065880656,0.045294233,0.00296279,0.00029262027,0.00004939083,0.04716298],"genre_scores_gemma":[0.9671868,0.0029805298,0.005214212,0.016744012,0.0027644937,0.00010819002,0.000015186413,0.00005328552,0.0049333097],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99860305,0.00014848232,0.0005652251,0.00010903164,0.0002013528,0.00037286556],"domain_scores_gemma":[0.9990873,0.00003898916,0.00052732456,0.00016916839,0.000047940066,0.00012932501],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000972645,0.000100629564,0.00016877007,0.000011694531,0.0015973138,0.000102605656,0.00047628357,0.000036119367,0.000218347],"category_scores_gemma":[0.000004803286,0.0000639979,0.00017212758,0.00008189967,0.00008348684,0.00007498465,0.000028582786,0.00016133512,0.000021154812],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009333297,0.0008640099,0.014588089,0.000031249987,0.00033098803,0.000013333622,0.0010429635,1.5497557e-7,6.12132e-7,0.054702554,0.45676932,0.4707234],"study_design_scores_gemma":[0.012682186,0.0051614973,0.5699322,0.0007832464,0.00017087013,0.0049127867,0.017186567,0.000007817924,0.000021856153,0.28215158,0.106541865,0.00044751295],"about_ca_topic_score_codex":0.0008030669,"about_ca_topic_score_gemma":0.0015930596,"teacher_disagreement_score":0.55534416,"about_ca_system_score_codex":0.000100386176,"about_ca_system_score_gemma":0.000095653,"threshold_uncertainty_score":0.99970245},"labels":[],"label_agreement":null},{"id":"W2163846779","doi":"10.3122/jabfm.2008.03.070258","title":"What Comprises Clinical Experience in Recognizing Depression?: The Primary Care Clinician's Perspective","year":2008,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health","funders":"","keywords":"Medicine; Depression (economics); Psychological intervention; Perspective (graphical); Primary care; Data collection; Management of depression; Grounded theory; Qualitative research; Nursing; Clinical psychology; Psychiatry; Family medicine","score_opus":0.1893445076719021,"score_gpt":0.48630112950660137,"score_spread":0.2969566218346993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163846779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691549,0.02051458,0.000009498759,0.0046399185,0.0025395215,0.00035347667,0.0000016987327,0.0000059863432,0.0027804144],"genre_scores_gemma":[0.984338,0.008803293,0.00008401777,0.006042481,0.0005720405,0.000007387947,5.189956e-7,0.000015611986,0.00013665824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964934,0.0013693928,0.0011472726,0.00017229345,0.00054750097,0.00027013343],"domain_scores_gemma":[0.99508655,0.002138315,0.0018804414,0.00056736724,0.00022954943,0.000097802964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012598326,0.00017438579,0.00075232424,0.000089200366,0.00030132718,0.000005733389,0.0010924612,0.00004328178,0.000039355888],"category_scores_gemma":[0.00022340487,0.0000686554,0.0001937961,0.00044948194,0.0025453868,0.00015732161,0.0001463559,0.0007203543,0.0000054818343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054940213,0.0005299283,0.66343874,0.000033979213,0.00024588042,0.00012486603,0.14940865,0.0000213402,0.0005285566,0.000026453616,0.0071326806,0.17301488],"study_design_scores_gemma":[0.001485816,0.00081520947,0.73119414,0.0005630058,0.000084455154,0.000108573164,0.26506755,0.0000019111242,0.000044121993,0.00006514089,0.0005115782,0.000058529],"about_ca_topic_score_codex":0.0022974778,"about_ca_topic_score_gemma":0.00007670535,"teacher_disagreement_score":0.17295635,"about_ca_system_score_codex":0.00015001965,"about_ca_system_score_gemma":0.000086582026,"threshold_uncertainty_score":0.9378584},"labels":[],"label_agreement":null},{"id":"W2164101661","doi":"10.1192/bjp.bp.108.053561","title":"Wake-up call for British psychiatry","year":2008,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":188,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wake; Psychology; Psychiatry; Engineering","score_opus":0.02765044101357292,"score_gpt":0.329299100591711,"score_spread":0.30164865957813813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164101661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9113548,0.04513554,0.0004515837,0.0064919298,0.028089842,0.000705893,0.00010822444,0.00004678401,0.007615428],"genre_scores_gemma":[0.9567539,0.0024008022,0.007027076,0.005339795,0.007374523,0.00008800337,0.000028658365,0.000121360325,0.02086588],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99761575,0.00017070484,0.0009809707,0.00027482587,0.00036799,0.0005897312],"domain_scores_gemma":[0.99852073,0.00010742089,0.0006564777,0.00029493912,0.0001727196,0.00024771123],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006497153,0.00020420524,0.00043295044,0.0000698364,0.0015973495,0.00019768425,0.0007147555,0.00016863178,0.00083046703],"category_scores_gemma":[0.000022769495,0.0002021937,0.00044095924,0.00021136361,0.00018734897,0.00022837632,0.000035314166,0.0005536737,0.00009317616],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004943626,0.0009828486,0.04095286,0.000091972644,0.00030567168,0.0002652751,0.00036325527,0.000002140259,0.0000035066423,0.002272553,0.88093007,0.073335506],"study_design_scores_gemma":[0.020870682,0.0024004595,0.6976321,0.0019739352,0.00054743164,0.15672639,0.0027245649,0.000014200673,0.000017179782,0.037816018,0.07825624,0.0010208449],"about_ca_topic_score_codex":0.0012361689,"about_ca_topic_score_gemma":0.002464864,"teacher_disagreement_score":0.8026738,"about_ca_system_score_codex":0.000051641222,"about_ca_system_score_gemma":0.00021797874,"threshold_uncertainty_score":0.99970245},"labels":[],"label_agreement":null},{"id":"W2164914888","doi":"10.1108/17465729200900011","title":"Developing an accessible and effective public mental health programme for members of the general public","year":2009,"lang":"en","type":"article","venue":"Journal of Public Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anger; Attendance; Referral; Anxiety; Happiness; Public health; Medicine; Distress; Depression (economics); Psychiatry; Quarter (Canadian coin); Psychology; Clinical psychology; Nursing; Medical education; Social psychology","score_opus":0.1259687863241744,"score_gpt":0.4563707935944572,"score_spread":0.3304020072702828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164914888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85972124,0.0034215003,0.00033857767,0.13020691,0.0020719948,0.0035732791,0.00009523348,0.000035014327,0.00053623493],"genre_scores_gemma":[0.98774093,0.00032402523,0.0044407044,0.006615119,0.0003759457,0.00009082239,0.000107521766,0.00003610023,0.0002688273],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9950061,0.0010038005,0.0015251356,0.00042747176,0.00067709945,0.0013603893],"domain_scores_gemma":[0.9960262,0.000109168934,0.0021697895,0.00033590448,0.00024176962,0.0011171767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040476783,0.00034981166,0.0008032684,0.0004627112,0.0011536129,0.00026188567,0.0006698193,0.00013281552,0.00012856293],"category_scores_gemma":[0.0000549732,0.00024027153,0.00021649244,0.00069873023,0.00016064978,0.0014219052,0.00010607563,0.00039568834,0.000001473511],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003218851,0.0017693912,0.029869083,0.00038118224,0.00023189715,0.0000027214257,0.0044706133,2.6393903e-7,0.00005473388,0.03472799,0.010255276,0.917915],"study_design_scores_gemma":[0.039198067,0.036670312,0.6561277,0.0013352374,0.00009551818,0.0019897944,0.026062071,0.0005074019,0.000845645,0.008517192,0.22703399,0.0016170783],"about_ca_topic_score_codex":0.0003491015,"about_ca_topic_score_gemma":0.00046272893,"teacher_disagreement_score":0.91629785,"about_ca_system_score_codex":0.0018920307,"about_ca_system_score_gemma":0.0014650209,"threshold_uncertainty_score":0.9797989},"labels":[],"label_agreement":null},{"id":"W2165540933","doi":"10.11575/prism/25408","title":"Conceptualizing Stigma: The Development of a Cross-Cultural Scale to Measure Stigma Related to Depression","year":2014,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Stigma (botany); Psychology; Scale (ratio); Clinical psychology; Psychiatry; Social psychology; Geography; Cartography","score_opus":0.030033605487621677,"score_gpt":0.3321367653923325,"score_spread":0.3021031599047108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165540933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663707,0.00042652147,0.0017218173,0.000093116396,0.00060570193,0.0009744905,0.0000024769733,0.00003669725,0.029768499],"genre_scores_gemma":[0.9631606,0.000007159684,0.0067479084,0.000056959358,0.000013209617,0.000009009515,0.0003507416,0.00002495931,0.029629452],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99838173,0.0001444874,0.0003635073,0.00042507757,0.00039342875,0.00029174882],"domain_scores_gemma":[0.99874926,0.000077270866,0.0003983276,0.00033072333,0.00025143847,0.000192971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028532898,0.00024092283,0.0004351493,0.00015307115,0.00058988057,0.000017434857,0.00054350315,0.00034342313,0.0006205468],"category_scores_gemma":[0.000026195883,0.0002054333,0.00011929071,0.00023728884,0.00010205101,0.00012350107,0.000104971914,0.00025960736,0.0001621983],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022237222,0.00031586608,0.01548179,0.0004551335,0.0003786179,0.000018730632,0.19452463,0.0000028795555,0.0017350398,0.0007667628,0.0054931105,0.77860373],"study_design_scores_gemma":[0.0031784452,0.000261285,0.9616014,0.0014837915,0.0002641852,0.000002958972,0.014059224,0.00008831724,0.004251003,0.00013043033,0.014038972,0.0006399961],"about_ca_topic_score_codex":0.0011500084,"about_ca_topic_score_gemma":0.0004810656,"teacher_disagreement_score":0.9461196,"about_ca_system_score_codex":0.00011886693,"about_ca_system_score_gemma":0.00007960425,"threshold_uncertainty_score":0.8377327},"labels":[],"label_agreement":null},{"id":"W2165786334","doi":"10.1370/afm.1277","title":"Suffering in Silence: Reasons for Not Disclosing Depression in Primary Care","year":2011,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Family Medicine","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Medicine; Silence; Primary care; Depression (economics); Nursing; Psychiatry; Family medicine","score_opus":0.4032591805664953,"score_gpt":0.48584555986201,"score_spread":0.08258637929551471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165786334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720229,0.0064972444,0.00001664335,0.000647513,0.00027976613,0.00058755383,0.000010841626,0.00001091256,0.019926608],"genre_scores_gemma":[0.99825835,0.00027421737,0.000066094326,0.0010515146,0.000082791696,0.00010273929,0.000023907816,0.000011681008,0.00012871817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990152,0.000085245905,0.00032422657,0.00017801514,0.00012987948,0.00026743254],"domain_scores_gemma":[0.99934864,0.00020568902,0.00011110243,0.00025628324,0.000032451837,0.000045844336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047220048,0.00010575159,0.000261047,0.00011256778,0.000056970202,0.0000013931785,0.00020473458,0.000056402787,0.000054060296],"category_scores_gemma":[0.000026908128,0.00006275489,0.000030884436,0.00015175216,0.000091998234,0.000059929993,0.000038909086,0.000111092006,0.0000034385841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048076445,0.0006797038,0.53381395,0.0011047773,0.000049342423,0.000062314,0.13425322,0.0000043686946,0.0077436035,0.001050915,0.0025332323,0.31389692],"study_design_scores_gemma":[0.0016836401,0.00028960538,0.982837,0.0012347742,0.000012718561,0.000001407897,0.01151233,0.000008614375,0.001978205,0.0002998162,0.00007501601,0.00006686465],"about_ca_topic_score_codex":0.0022864067,"about_ca_topic_score_gemma":0.0000641054,"teacher_disagreement_score":0.44902304,"about_ca_system_score_codex":0.000025419657,"about_ca_system_score_gemma":0.000010384716,"threshold_uncertainty_score":0.34563783},"labels":[],"label_agreement":null},{"id":"W2165822425","doi":"10.1093/aje/kwu029","title":"Age, Period, and Cohort Effects in Psychological Distress in the United States and Canada","year":2014,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Psychological distress; Period (music); Cohort; Cohort effect; Demography; Medicine; Distress; Gerontology; Psychiatry; Psychology; Clinical psychology; Anxiety; Sociology","score_opus":0.030261178560098478,"score_gpt":0.40005025405456324,"score_spread":0.36978907549446477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165822425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941694,0.00059398357,0.00006346477,0.0045475643,0.00019202442,0.00015309379,0.0000034585644,0.000001916838,0.0002750742],"genre_scores_gemma":[0.99266225,0.00038070822,0.00018729539,0.0066716345,0.000051155603,0.00001574376,0.000012872027,0.000005348985,0.00001299109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959361,0.0029387362,0.00054146646,0.00018721608,0.00006437306,0.00033211132],"domain_scores_gemma":[0.9944708,0.004896215,0.00036978314,0.00013094214,0.000014809212,0.00011747524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002153852,0.00012204296,0.0005877922,0.000120035664,0.000048431528,0.000005368252,0.00016424077,0.00004586473,0.000022658734],"category_scores_gemma":[0.00049424294,0.00007013737,0.00002196935,0.00017656421,0.00044498802,0.00002556179,0.000020785585,0.00034102183,7.129635e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017510934,0.000078923535,0.9559799,0.000009696068,0.00002060032,0.0002870983,0.00047292662,0.000011629575,0.000001077186,0.00102529,0.0010387771,0.040899016],"study_design_scores_gemma":[0.0008406132,0.001097908,0.9935137,0.00003178627,0.000012751165,0.0003370742,0.0011272854,0.000053641044,2.3605384e-7,0.0012039188,0.001714085,0.00006697216],"about_ca_topic_score_codex":0.4473543,"about_ca_topic_score_gemma":0.18636982,"teacher_disagreement_score":0.26098445,"about_ca_system_score_codex":0.000049236445,"about_ca_system_score_gemma":0.000009284363,"threshold_uncertainty_score":0.8284768},"labels":[],"label_agreement":null},{"id":"W2166000947","doi":"10.5334/ijic.152","title":"Integration between general practice and mental health services in Italy: guidelines for consultation-liaison services implementation","year":2006,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Integrated care; Context (archaeology); Service (business); Government (linguistics); Nursing; Medicine; Liaison psychiatry; Work (physics); Health care; Family medicine; Psychiatry; Business; Political science","score_opus":0.03944319613345524,"score_gpt":0.47215487304805465,"score_spread":0.4327116769145994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166000947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856483,0.0032139106,0.00059996505,0.0075890133,0.0013351128,0.0006153827,0.0006100185,0.000015567732,0.0003727563],"genre_scores_gemma":[0.9889318,0.00017518291,0.0056698816,0.0014237764,0.00059315027,0.000041987212,0.003034259,0.000018090968,0.000111891575],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99804026,0.00012424265,0.0010899134,0.00019846356,0.00035376885,0.00019335326],"domain_scores_gemma":[0.9965865,0.00015866998,0.00097075553,0.00006285514,0.0021541398,0.000067105204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000403438,0.00017532038,0.00025251228,0.00035411472,0.00010120347,0.00013066067,0.0002254312,0.00007723891,0.00008644243],"category_scores_gemma":[0.000022900516,0.00014290882,0.00006656666,0.00014862153,0.000022965976,0.0006831727,0.00002108015,0.00014596141,0.0000043401656],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002501118,0.0004768371,0.30455542,0.00031180412,0.00065808644,0.000055001397,0.03217907,0.000087037486,0.0013281595,0.006220405,0.008060683,0.64356637],"study_design_scores_gemma":[0.023166424,0.0021677644,0.25041968,0.0020043878,0.00018386524,0.00035140166,0.6475148,0.0010085806,0.0047714715,0.002082035,0.06568193,0.00064763334],"about_ca_topic_score_codex":0.01523763,"about_ca_topic_score_gemma":0.0060258196,"teacher_disagreement_score":0.64291877,"about_ca_system_score_codex":0.000604407,"about_ca_system_score_gemma":0.00012236692,"threshold_uncertainty_score":0.99132},"labels":[],"label_agreement":null},{"id":"W2166201089","doi":"10.1016/j.jad.2014.02.007","title":"The projected effect of risk factor reduction on major depression incidence: A 16-year longitudinal Canadian cohort of the National Population Health Survey","year":2014,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Depression (economics); Incidence (geometry); Cohort; Risk factor; Medicine; Population; Cohort study; Demography; Longitudinal data; Longitudinal study; Environmental health; Internal medicine","score_opus":0.016574283260359212,"score_gpt":0.3615262560253947,"score_spread":0.3449519727650355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166201089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977109,0.00013227528,0.000025377265,0.00017154573,0.00073395367,0.00084430317,0.00006301061,0.0000031670863,0.00031549067],"genre_scores_gemma":[0.9998031,0.000036976115,0.0000055231994,0.000020135036,0.00007149036,0.000015308844,0.000016218362,0.0000107495725,0.000020472775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966558,0.002142893,0.00040311378,0.00014315461,0.0004620271,0.0001929773],"domain_scores_gemma":[0.99745625,0.0009964813,0.0011101497,0.00012726213,0.00022434496,0.00008550702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022587932,0.00012246387,0.00025703432,0.0001810452,0.0003823698,0.000011797765,0.00016816068,0.00007259028,0.00004201407],"category_scores_gemma":[0.000740669,0.00006517667,0.00011209081,0.00032563673,0.0000736153,0.00009596763,0.000012138403,0.00027127186,0.0000019870322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008890397,0.000089431676,0.9684931,0.00002000657,0.0001024476,8.608201e-8,0.00030427438,0.000036503476,0.000012828442,0.000059930262,0.0006465174,0.029345803],"study_design_scores_gemma":[0.001221235,0.0010939726,0.99686885,0.000104728286,0.000029136478,0.000005619306,0.000105648534,0.000016270278,0.00023247224,0.00025890666,0.000012716651,0.000050472398],"about_ca_topic_score_codex":0.21998791,"about_ca_topic_score_gemma":0.24946798,"teacher_disagreement_score":0.029480075,"about_ca_system_score_codex":0.0004794365,"about_ca_system_score_gemma":0.00013317632,"threshold_uncertainty_score":0.78520626},"labels":[],"label_agreement":null},{"id":"W2167377153","doi":"10.1186/1471-244x-10-29","title":"Descriptive epidemiology of stigma against depression in a general population sample in Alberta","year":2010,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Calgary General Hospital; University of Calgary","funders":"Fondation pour la Recherche Médicale; Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Stigma (botany); Socioeconomic status; Population; Depression (economics); Mental health; Psychology; Vignette; Psychiatry; Social stigma; Epidemiology; Cross-sectional study; Medicine; Clinical psychology; Gerontology; Environmental health; Social psychology; Family medicine","score_opus":0.05178254067239075,"score_gpt":0.3826291573014341,"score_spread":0.33084661662904336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167377153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938853,0.00035634835,0.00009945171,0.00021922232,0.0030728457,0.0004627351,0.000016483204,0.000012426851,0.0018752301],"genre_scores_gemma":[0.9870823,0.0000066463986,0.012023616,0.0002866566,0.0001788586,0.00009357891,0.00012946143,0.000015858534,0.00018304809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983161,0.0003025749,0.0006146434,0.00035298866,0.000065753244,0.00034792433],"domain_scores_gemma":[0.9990701,0.00030876615,0.00022672927,0.00030930695,0.000011322646,0.00007375926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039718256,0.00014462123,0.0003232888,0.00021324112,0.000047672205,0.000002062546,0.00015337879,0.00023490601,0.00026587275],"category_scores_gemma":[0.0001304234,0.00012736215,0.00005992881,0.00021021439,0.00003811522,0.00008765352,0.000032660635,0.00027289172,0.00002768361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000277204,0.00041351866,0.9840569,0.00003958628,0.0000059843464,4.0125676e-7,0.0003511446,0.000024971452,0.000059250484,0.009917287,0.00022657884,0.004627183],"study_design_scores_gemma":[0.0017065576,0.00005209906,0.98894066,0.00006123254,0.0000050808258,0.0000023585535,0.00013295785,0.00032163746,0.000013224051,0.008609973,0.000046219593,0.00010800913],"about_ca_topic_score_codex":0.055904582,"about_ca_topic_score_gemma":0.17103899,"teacher_disagreement_score":0.1151344,"about_ca_system_score_codex":0.00004136781,"about_ca_system_score_gemma":0.000031400396,"threshold_uncertainty_score":0.95038223},"labels":[],"label_agreement":null},{"id":"W2167431261","doi":"10.1111/eip.12010","title":"The effectiveness of school mental health literacy programs to address knowledge, attitudes and help seeking among youth","year":2013,"lang":"en","type":"review","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":298,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Mental health literacy; PsycINFO; CINAHL; Mental health; Psychology; Randomized controlled trial; Health literacy; Literacy; Clinical psychology; MEDLINE; Medicine; Psychological intervention; Psychiatry; Mental illness; Health care","score_opus":0.05114705708003748,"score_gpt":0.447311094933832,"score_spread":0.3961640378537945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167431261","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031705983,0.9548161,0.000022163378,0.000037615482,0.0061183847,0.006451673,0.000075410964,0.00004548459,0.0007271745],"genre_scores_gemma":[0.12190466,0.8688264,0.0002514911,0.00003247892,0.00051569974,0.005381371,0.00053333025,0.00016676365,0.00238779],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9947976,0.0022953134,0.001461687,0.00067427586,0.00021179812,0.00055936223],"domain_scores_gemma":[0.9980732,0.00022732605,0.000855088,0.00051439233,0.000066824236,0.0002631532],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001824296,0.00048778835,0.0012204656,0.00038659753,0.0002838511,0.00023487823,0.00048788218,0.00025330094,0.00015429349],"category_scores_gemma":[0.000016259031,0.00034509765,0.00049959164,0.00052421173,0.00011650282,0.00025074775,0.0002046568,0.0005503,0.00020085761],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111070265,0.0010998726,0.088231884,0.029764697,0.0002763454,8.0541764e-7,0.0014398657,1.4743802e-8,1.8747363e-8,0.00066434545,0.00027535885,0.87813574],"study_design_scores_gemma":[0.0041118157,0.0035055673,0.4750279,0.4124736,0.00033161486,0.000027175065,0.0016736423,0.0000017886889,4.910572e-7,0.00030556312,0.10153315,0.0010077256],"about_ca_topic_score_codex":0.0018051371,"about_ca_topic_score_gemma":0.0007777403,"teacher_disagreement_score":0.877128,"about_ca_system_score_codex":0.00026400856,"about_ca_system_score_gemma":0.00007017209,"threshold_uncertainty_score":0.9999001},"labels":[],"label_agreement":null},{"id":"W2167710208","doi":"10.1016/j.jad.2012.10.016","title":"Treatment preferences in patients with first episode depression","year":2012,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Psychology; Comorbidity; Psychiatry; Preference; Logistic regression; Clinical psychology; Affect (linguistics); Family history; History of depression; Medicine; Cognition; Internal medicine","score_opus":0.014865970347254889,"score_gpt":0.32287305533110827,"score_spread":0.3080070849838534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167710208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937862,0.00087409327,0.000030407948,0.000071273156,0.00042645447,0.00041010787,0.0000036947854,0.0000048089005,0.004392958],"genre_scores_gemma":[0.9996873,0.00006086542,0.00005674039,0.000020358862,0.000054431504,0.000036947367,0.00000469281,0.000011006353,0.00006765039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913996,0.00011749406,0.0002062064,0.00010237775,0.00016020605,0.00027375028],"domain_scores_gemma":[0.9993517,0.00017246947,0.00024918708,0.00008766273,0.000033987526,0.00010500434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009430572,0.00013663998,0.00020889779,0.00014158097,0.00007814501,0.000008493596,0.00007963849,0.000051154853,0.00023198957],"category_scores_gemma":[0.000012242215,0.00007942338,0.000050082075,0.00013700682,0.000030405672,0.0003020784,0.000010084684,0.000098100514,0.000018868112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007563986,0.0023393324,0.89703345,0.000009643266,0.00007522742,0.000001922925,0.0017023368,0.000006556719,3.111764e-7,0.000020937325,0.00014522344,0.09790867],"study_design_scores_gemma":[0.0054781185,0.0021639848,0.9911575,0.00006861224,0.000034107637,0.0000025104541,0.0005015858,7.736902e-7,0.000033745866,0.00007859541,0.00039645037,0.00008407097],"about_ca_topic_score_codex":0.00063916587,"about_ca_topic_score_gemma":0.0020738798,"teacher_disagreement_score":0.0978246,"about_ca_system_score_codex":0.00017856642,"about_ca_system_score_gemma":0.0000105554755,"threshold_uncertainty_score":0.32387912},"labels":[],"label_agreement":null},{"id":"W2167832613","doi":"10.1017/s1352465802002047","title":"CONGRUENCY BETWEEN DEPRESSOGENIC SCHEMAS AND LIFE EVENTS FOR THE PREDICTION OF DEPRESSIVE RELAPSE IN REMITTED OLDER PATIENTS","year":2002,"lang":"en","type":"article","venue":"Behavioural and Cognitive Psychotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology; Schema (genetic algorithms); Developmental psychology; Interpersonal communication; Autonomy; Cognition; Social relation; Cognitive vulnerability; Interpersonal relationship; Cognitive psychology; Social psychology; Depressive symptoms; Psychiatry","score_opus":0.06440671712746363,"score_gpt":0.3422174839701254,"score_spread":0.2778107668426618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167832613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928096,0.004419216,0.00009390587,0.00020034832,0.0002738678,0.001686039,0.00035043334,0.000014504786,0.00015211823],"genre_scores_gemma":[0.9980641,0.0007827638,0.000024172568,0.00020768134,0.00006132454,0.0004965706,0.00006596966,0.000019490488,0.000277921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989177,0.000087746026,0.0003275576,0.00031628122,0.000119844044,0.00023088096],"domain_scores_gemma":[0.9992863,0.00025525896,0.0001751732,0.00011103783,0.00008297425,0.00008924454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008118263,0.00016275991,0.00021282907,0.000069996946,0.00014953187,0.0000090612475,0.00007093876,0.00011473683,0.00026499835],"category_scores_gemma":[0.00000978705,0.00011557427,0.000048935388,0.00011173781,0.00009263189,0.00010554718,0.00000799428,0.000117842705,0.0000036024528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032675918,0.0003954722,0.9042347,0.00001335279,0.00010003081,7.5199245e-7,0.001386999,8.044838e-9,0.000018645012,0.000033639782,0.00017295856,0.0933167],"study_design_scores_gemma":[0.009691723,0.0003722829,0.9888704,0.00011788179,0.00013165404,0.0000014845398,0.00027682874,0.00000734846,0.00020112126,0.00017974059,0.00004567635,0.00010385233],"about_ca_topic_score_codex":0.0001764365,"about_ca_topic_score_gemma":0.000029963056,"teacher_disagreement_score":0.09321285,"about_ca_system_score_codex":0.000009561729,"about_ca_system_score_gemma":0.0000033167207,"threshold_uncertainty_score":0.47129822},"labels":[],"label_agreement":null},{"id":"W2167851709","doi":"10.1186/1471-244x-14-135","title":"Gender differences in general and specialty outpatient mental health service use for depression","year":2014,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Mental health; Depression (economics); Medicine; Psychiatry; Specialty; Logistic regression; Gerontology; Psychology; Family medicine; Clinical psychology","score_opus":0.07692151414661856,"score_gpt":0.368690476990224,"score_spread":0.29176896284360543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167851709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99254745,0.0008841072,0.00033966292,0.0009405513,0.003411163,0.001028354,0.00005508893,0.000029333036,0.00076430617],"genre_scores_gemma":[0.98962253,0.00003257526,0.006148951,0.0030363603,0.0005034299,0.00015572066,0.000098267905,0.000020416526,0.00038172092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986155,0.00016455897,0.00033086416,0.0003962778,0.00012035674,0.0003724221],"domain_scores_gemma":[0.9994372,0.00004943817,0.00014011316,0.00021033455,0.000012770626,0.00015012771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001930057,0.00016622782,0.0002335672,0.000081192804,0.00021059677,0.000032972137,0.00010711775,0.00009053448,0.00011953083],"category_scores_gemma":[0.0000041249896,0.0001344921,0.00003857211,0.00008896855,0.000018227694,0.00010664763,0.000041030642,0.00008979058,0.000020936941],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032918892,0.0003974368,0.98329043,0.00015850726,0.00000933366,4.6275318e-8,0.0011441463,4.7508394e-7,0.0000020344548,0.0031262666,0.0047291215,0.006812989],"study_design_scores_gemma":[0.003007482,0.00023440861,0.99274755,0.000055019093,0.0000061418664,0.0000028385887,0.0003726273,0.0003127589,0.0000027145302,0.0010061808,0.0021126394,0.00013963571],"about_ca_topic_score_codex":0.0010726315,"about_ca_topic_score_gemma":0.0074441237,"teacher_disagreement_score":0.009457099,"about_ca_system_score_codex":0.000051423645,"about_ca_system_score_gemma":0.000035758356,"threshold_uncertainty_score":0.54844284},"labels":[],"label_agreement":null},{"id":"W2168009912","doi":"10.1016/j.jad.2010.02.041","title":"“It's something that I manage but it is not who I am”. Reflections on self-management strategies and stigma in bipolar disorder","year":2010,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Bipolar disorder; Stigma (botany); Psychology; Self-management; Psychiatry; Psychotherapist; Clinical psychology; Cognition; Computer science; Artificial intelligence","score_opus":0.0278531494733244,"score_gpt":0.37865235697098315,"score_spread":0.35079920749765875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168009912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650169,0.00071187055,0.00024540492,0.004527706,0.0009973358,0.0005982083,0.000008322537,0.000023495928,0.027870726],"genre_scores_gemma":[0.99628675,0.0010849519,0.0003299051,0.0015227619,0.00007985174,0.000033741468,0.0000020833372,0.000029678407,0.0006302884],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99844575,0.0001961417,0.0003595502,0.00031386217,0.0003069419,0.00037774982],"domain_scores_gemma":[0.99901277,0.00029333992,0.0003206577,0.0002106583,0.000043886066,0.00011866086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005253951,0.00025502435,0.00033350431,0.0006555298,0.00031816817,0.00013157255,0.00020315556,0.00014173589,0.000252524],"category_scores_gemma":[0.000018854718,0.00021321198,0.00011182854,0.0003713438,0.00009220605,0.0006626139,0.000052896026,0.00080120855,0.000019650264],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002411181,0.006996091,0.18614823,0.0007898084,0.0026459424,0.00042306076,0.109320916,0.00015445758,0.0007565204,0.033723522,0.011702571,0.64492774],"study_design_scores_gemma":[0.009113757,0.0022752767,0.79682094,0.0003561666,0.00029353108,0.00005689093,0.12907323,0.00007421142,0.0003112763,0.009342655,0.051606696,0.00067534245],"about_ca_topic_score_codex":0.00092170754,"about_ca_topic_score_gemma":0.0066392696,"teacher_disagreement_score":0.64425236,"about_ca_system_score_codex":0.00009595048,"about_ca_system_score_gemma":0.00002208643,"threshold_uncertainty_score":0.86945325},"labels":[],"label_agreement":null},{"id":"W2168539733","doi":"10.1177/070674370605100605","title":"Pharmacologic Response to a Diagnosis of Late-Life Depression: A Population Study in Quebec","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Association des Médecins d'Urgence du Québec; McGill University","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Depression (economics); Late life depression; Psychiatry; Population; Psychology; Medicine; Gerontology; Clinical psychology; Cognition; Environmental health","score_opus":0.030321758058102822,"score_gpt":0.3662948919885387,"score_spread":0.3359731339304359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168539733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852894,0.0012366818,0.0000012887681,0.010857118,0.0016947815,0.00052923546,0.000010631548,0.000003177673,0.00037771466],"genre_scores_gemma":[0.9983415,0.0000015077995,0.00010971038,0.0007741338,0.00023432403,0.00003802549,0.0000015463277,0.000010754304,0.0004885074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983538,0.00055353873,0.0005739043,0.00011410739,0.00015099606,0.00025365045],"domain_scores_gemma":[0.999074,0.00012592992,0.0003122768,0.00016679247,0.0000419346,0.00027910311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008638977,0.000104431914,0.00021586801,0.00038715717,0.00016251716,0.000022173464,0.0002740572,0.000059447953,0.00073816546],"category_scores_gemma":[0.000026437243,0.000071694565,0.00006177648,0.00036324924,0.000026108535,0.000074830255,0.0000092536275,0.00019042168,0.000019626308],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011457215,0.0003482017,0.98659503,0.000006634893,0.00003081383,0.0000685582,0.0012287028,0.00016479692,0.000005222469,0.00021465521,0.008585193,0.0016064774],"study_design_scores_gemma":[0.0017074186,0.00039486922,0.9954354,0.000062892286,0.000044300854,0.000012901153,0.0011068922,0.0000018328725,0.000006898161,0.0008109405,0.0003484655,0.000067150795],"about_ca_topic_score_codex":0.7114248,"about_ca_topic_score_gemma":0.9740901,"teacher_disagreement_score":0.26266524,"about_ca_system_score_codex":0.00021090245,"about_ca_system_score_gemma":0.00047722663,"threshold_uncertainty_score":0.8082394},"labels":[],"label_agreement":null},{"id":"W2168659058","doi":"10.1177/070674370505001204","title":"Mental Health Service Use in a Nationally Representative Canadian Survey","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Psychiatry; Depression (economics); Medicine; Respondent; Mental illness; Help-seeking; Prevalence; Clinical psychology; Family medicine; Epidemiology","score_opus":0.06067204058195404,"score_gpt":0.37787322603649165,"score_spread":0.3172011854545376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168659058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7826511,0.002012692,0.0000015469142,0.20889276,0.002778758,0.0004127051,0.00035500753,0.0000034853363,0.002891893],"genre_scores_gemma":[0.97934103,0.000015103914,0.0005793518,0.018604577,0.00036749657,0.0000066710722,0.00005992577,0.000019275305,0.0010065815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979733,0.0005395719,0.0005710365,0.0001569715,0.0002017233,0.00055738044],"domain_scores_gemma":[0.99821115,0.00010331912,0.0003307676,0.00020801541,0.0001324693,0.001014295],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013081201,0.00013849641,0.00020694494,0.0004922269,0.000516426,0.0000789605,0.00040778908,0.00007241009,0.001360839],"category_scores_gemma":[0.000026036683,0.00010930854,0.000056384088,0.00049897993,0.000054253283,0.0002618874,0.0000069615926,0.00038474886,0.00013020575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010147525,0.00006955387,0.84274304,0.000007810473,0.000082106955,0.000030576524,0.0068876054,0.00004728084,1.2663364e-7,0.008298445,0.13967219,0.0020597675],"study_design_scores_gemma":[0.0011194258,0.00009599237,0.9851055,0.0000659416,0.0000063215894,0.00014440478,0.0013528912,0.000017092234,4.8616835e-7,0.00058915664,0.011398673,0.00010409294],"about_ca_topic_score_codex":0.9811359,"about_ca_topic_score_gemma":0.99996424,"teacher_disagreement_score":0.19668986,"about_ca_system_score_codex":0.0012220527,"about_ca_system_score_gemma":0.005898947,"threshold_uncertainty_score":0.99973667},"labels":[],"label_agreement":null},{"id":"W2168900899","doi":"10.1080/13557858.2010.488261","title":"The portrayal of depression in the three most popular English-language Black-American magazines in the USA: <i>Ebony</i> , <i>Essence</i> , and <i>Jet</i>","year":2010,"lang":"en","type":"article","venue":"Ethnicity and Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Ambiguity; Oppression; Ethnic group; Depression (economics); Meaning (existential); Context (archaeology); Identity (music); Gender studies; Racism; Sociology; Psychology; History; Aesthetics; Art; Linguistics; Political science; Politics; Anthropology; Psychotherapist","score_opus":0.033733896128587244,"score_gpt":0.3786421600028786,"score_spread":0.34490826387429135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168900899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98554254,0.0021899405,0.00000794041,0.008863541,0.00027705406,0.0008243622,0.00001922456,0.000010501641,0.0022648727],"genre_scores_gemma":[0.99390674,0.0009939623,0.000040108913,0.004773382,0.00015093849,0.00006136614,0.000012374289,0.0000107399055,0.000050412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808955,0.00045485047,0.00045002624,0.0003063309,0.00024971235,0.00044955284],"domain_scores_gemma":[0.99872,0.00046113387,0.00025779728,0.00045698974,0.000021421298,0.00008265025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023218193,0.00017898413,0.0002958536,0.000046265384,0.0004356129,0.0000403027,0.0003697277,0.00008935976,0.000023244465],"category_scores_gemma":[0.00003745161,0.00008507496,0.000031506417,0.0003712056,0.0005451815,0.000090032976,0.00006204606,0.00075581827,0.000003345751],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014177986,0.00034045966,0.91260797,0.00009405166,0.0000074521904,0.000027522146,0.03786987,4.7556526e-7,0.00010666235,0.0058908295,0.0013834209,0.04152949],"study_design_scores_gemma":[0.00080419454,0.00023959664,0.98484945,0.000048871265,0.000008476822,0.00002241621,0.011711663,0.000014833843,0.00002945952,0.0005878358,0.0015864072,0.00009679178],"about_ca_topic_score_codex":0.027757645,"about_ca_topic_score_gemma":0.18383701,"teacher_disagreement_score":0.15607937,"about_ca_system_score_codex":0.000013153107,"about_ca_system_score_gemma":0.000042378382,"threshold_uncertainty_score":0.9787166},"labels":[],"label_agreement":null},{"id":"W2169430864","doi":"10.1093/heapol/czu092","title":"Supporting mental health in South African HIV-affected communities: primary health care professionals’ understandings and responses","year":2014,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychological intervention; Poverty; Thematic analysis; Nursing; Qualitative research; Mental distress; Medicine; Health care; Psychology; Psychiatry; Sociology; Political science","score_opus":0.08174978643692511,"score_gpt":0.465752230481879,"score_spread":0.38400244404495393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169430864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9146671,0.010822537,0.00007365238,0.068531655,0.00033543567,0.0017327205,0.00044353592,0.00014042815,0.00325292],"genre_scores_gemma":[0.9553189,0.00015192477,0.00027012327,0.04297124,0.00018855266,0.00006070504,0.0005902771,0.000034357938,0.00041388246],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99570453,0.0017608495,0.00077949505,0.0003664708,0.00018957267,0.0011991089],"domain_scores_gemma":[0.9979617,0.00062168535,0.00061047863,0.00023072513,0.000017801553,0.00055759336],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018607007,0.00028228475,0.0006512692,0.0005074022,0.0016521056,0.000047133897,0.00011983665,0.00010891972,0.000035020075],"category_scores_gemma":[0.000043810218,0.00026166558,0.000029254943,0.00031119277,0.00013163115,0.00012340196,0.00010774423,0.0004681273,0.00000577181],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008330897,0.00019245774,0.08150468,0.0025468303,0.00002811504,0.0000071461163,0.87007153,0.0000011289362,0.0000010144138,0.004688682,0.013262941,0.026862355],"study_design_scores_gemma":[0.0065837638,0.0025653935,0.36820003,0.0033081137,0.0000067085607,0.00009051987,0.5906502,0.00009996279,0.000002048383,0.00038033826,0.027525613,0.00058733916],"about_ca_topic_score_codex":0.013488259,"about_ca_topic_score_gemma":0.00088126265,"teacher_disagreement_score":0.28669533,"about_ca_system_score_codex":0.0007943763,"about_ca_system_score_gemma":0.00060687127,"threshold_uncertainty_score":0.99998355},"labels":[],"label_agreement":null},{"id":"W2170622793","doi":"10.1017/s0714980809090011","title":"Use of Health Services for Psychological Distress Symptoms among Community-Dwelling Older Adults","year":2009,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Hôpital Charles-Le Moyne; Université de Montréal; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Distress; Anxiety; Mood; Psychological distress; Medicine; Health services; Psychiatry; Gerontology; Social support; Clinical psychology; Association (psychology); Psychology; Environmental health; Population","score_opus":0.0324842264373686,"score_gpt":0.3174758482700906,"score_spread":0.28499162183272203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170622793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9627024,0.008080681,0.00014963483,0.021911478,0.004181223,0.0015602289,0.0008425286,0.000022079652,0.0005497369],"genre_scores_gemma":[0.99034053,0.00064794364,0.00028358266,0.0058237566,0.0005893254,0.00005682849,0.0003537244,0.00007123079,0.0018330867],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.993922,0.0016057885,0.0015713875,0.00059795566,0.00016051356,0.0021423511],"domain_scores_gemma":[0.99394965,0.00056190055,0.0011856983,0.00077089685,0.00028596687,0.0032458832],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021938581,0.0006243101,0.0009779524,0.00061896356,0.0020864594,0.00033761395,0.00084242586,0.0003433495,0.0005785261],"category_scores_gemma":[0.000054646098,0.00063225994,0.00034921354,0.00042437037,0.0002596621,0.0003678623,0.000021510923,0.0013017787,0.00001695979],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036160968,0.002077173,0.052934863,0.0031759508,0.0004863041,0.0013190886,0.064171314,0.00075885176,0.0000048068823,0.010769339,0.010006279,0.8539344],"study_design_scores_gemma":[0.00730243,0.0066063893,0.73228353,0.035348866,0.00030361823,0.0010328123,0.0146666905,0.0012203505,0.000023952882,0.0009869352,0.19879845,0.0014259643],"about_ca_topic_score_codex":0.2701002,"about_ca_topic_score_gemma":0.57657075,"teacher_disagreement_score":0.8525085,"about_ca_system_score_codex":0.0019929877,"about_ca_system_score_gemma":0.0002115345,"threshold_uncertainty_score":0.99961287},"labels":[],"label_agreement":null},{"id":"W2171340584","doi":"10.1371/journal.pmed.1001547","title":"Burden of Depressive Disorders by Country, Sex, Age, and Year: Findings from the Global Burden of Disease Study 2010","year":2013,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3143,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Washington; Bill and Melinda Gates Foundation","keywords":"Major depressive disorder; Disease burden; Medicine; Epidemiology; Burden of disease; Population; Depression (economics); Psychiatry; Demography; Environmental health; Internal medicine","score_opus":0.01981499584333316,"score_gpt":0.32729988698355156,"score_spread":0.3074848911402184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171340584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916738,0.002297258,0.0000022130796,0.0026109093,0.00022487149,0.0011725619,0.00020320236,0.000013505166,0.0018016425],"genre_scores_gemma":[0.99838907,0.0001252623,0.000006101969,0.00014142734,0.00016636308,0.00009617088,0.00009682359,0.000010789367,0.0009679856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989129,0.00009208549,0.00028099754,0.00023628368,0.0002941261,0.00018362184],"domain_scores_gemma":[0.9991608,0.00022592417,0.00014107367,0.0003024563,0.000029125815,0.00014061668],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000081724815,0.00013617444,0.00029554655,0.00002021499,0.00007095811,0.000006727962,0.00021565524,0.000046373876,0.0018193267],"category_scores_gemma":[0.00003870508,0.00008073909,0.000018977134,0.0001025006,0.00025063608,0.00005201276,0.00006650842,0.000088215456,0.000029319304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026279376,0.000659108,0.9327848,0.000066922184,0.0003479103,0.000012920313,0.014022134,5.1786253e-7,0.00020524545,0.0000456227,0.04602525,0.0055667656],"study_design_scores_gemma":[0.005629413,0.00069921906,0.970352,0.00020789861,0.000454462,4.6470063e-7,0.020875378,0.000040336785,0.000033167635,0.0009931615,0.0005884851,0.00012600028],"about_ca_topic_score_codex":0.04887077,"about_ca_topic_score_gemma":0.00024172444,"teacher_disagreement_score":0.048629045,"about_ca_system_score_codex":0.0000196811,"about_ca_system_score_gemma":0.000008252667,"threshold_uncertainty_score":0.9990932},"labels":[],"label_agreement":null},{"id":"W2171492312","doi":"10.1192/bjp.bp.111.093120","title":"Filmed <i>v.</i> live social contact interventions to reduce stigma: randomised controlled trial","year":2011,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Commission of Canada","funders":"Programme Grants for Applied Research; H. Lundbeck A/S; King's College London; National Institute for Health and Care Research; South London and Maudsley NHS Foundation Trust","keywords":"Psychological intervention; Mental health; Stigma (botany); Randomized controlled trial; Medicine; Intervention (counseling); Mental illness; Scale (ratio); Psychology; Nursing; Psychiatry; Surgery","score_opus":0.05381891293579276,"score_gpt":0.3657586845852522,"score_spread":0.3119397716494594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171492312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96419895,0.004789865,0.00012709618,0.0019015687,0.011941522,0.0030330503,0.00003341637,0.000022357945,0.013952153],"genre_scores_gemma":[0.99359757,0.000064315485,0.00033363956,0.0009742493,0.0023185476,0.0002352643,0.0000048992824,0.00002767057,0.002443825],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99731666,0.0007010019,0.0011905103,0.00017798707,0.00026232903,0.00035152858],"domain_scores_gemma":[0.99841493,0.00022169968,0.00088417047,0.00014391904,0.00013586774,0.00019943621],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013406638,0.00016966913,0.0006569102,0.00008578798,0.00083672995,0.00012341309,0.0004792648,0.00010697494,0.0042807944],"category_scores_gemma":[0.000092687755,0.0001326123,0.00085514836,0.00014692926,0.0000651238,0.00013375866,0.00003499156,0.0004522835,0.00016635747],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8332073,0.0028819852,0.00033453907,0.000048198544,0.00091539964,0.00014092824,0.0035788056,1.06185624e-7,0.000014112955,0.0011940373,0.13609053,0.021594077],"study_design_scores_gemma":[0.9714765,0.0022698937,0.01804894,0.0007392126,0.00069865194,0.0007312602,0.0037189592,3.890802e-7,0.0000140083175,0.0019043398,0.00020023114,0.00019764084],"about_ca_topic_score_codex":0.00055900455,"about_ca_topic_score_gemma":0.00039364657,"teacher_disagreement_score":0.13826919,"about_ca_system_score_codex":0.000042942862,"about_ca_system_score_gemma":0.000096199255,"threshold_uncertainty_score":0.9966294},"labels":[],"label_agreement":null},{"id":"W2171589696","doi":"10.1176/appi.ps.56.5.557","title":"Structural Stigma in State Legislation","year":2005,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":163,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Legislation; Mental health; Psychiatry; Stigma (botany); Psychology; Quarter (Canadian coin); Law; Political science","score_opus":0.01815539113035545,"score_gpt":0.3441627109586535,"score_spread":0.326007319828298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171589696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735825,0.0027318571,0.0000042529937,0.0011752973,0.0011741202,0.00032235385,0.000010223828,0.000064091335,0.020935308],"genre_scores_gemma":[0.9970502,0.00003249575,0.00055453595,0.000777555,0.0004126892,0.00003777814,0.000037334463,0.000014231235,0.0010831404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890244,0.000058909452,0.0003061091,0.0002744716,0.00013668105,0.00032138327],"domain_scores_gemma":[0.9995625,0.000031472213,0.00012001318,0.00020301985,0.0000140686825,0.00006891645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000103280996,0.00013688438,0.00013273545,0.00018966966,0.00011115051,0.000030495341,0.00018519096,0.00005814472,0.0014467271],"category_scores_gemma":[4.4409487e-7,0.00011858527,0.000032342887,0.00038012367,0.000010273202,0.00026902754,0.000019428091,0.0001055455,0.0006777203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020046617,0.00018650778,0.785577,0.00008729452,0.00002563388,0.000006309615,0.0046354523,0.00010793428,0.0000060216503,0.0012789418,0.0005383809,0.20735006],"study_design_scores_gemma":[0.0017143964,0.000066360386,0.9905276,0.0000066114662,0.000011893964,0.0000054585944,0.0004498087,0.0009035695,0.000010709451,0.0015850937,0.0045562307,0.00016231905],"about_ca_topic_score_codex":0.0023030224,"about_ca_topic_score_gemma":0.004544433,"teacher_disagreement_score":0.20718774,"about_ca_system_score_codex":0.000051368046,"about_ca_system_score_gemma":0.000008045211,"threshold_uncertainty_score":0.99946606},"labels":[],"label_agreement":null},{"id":"W2172096990","doi":"10.1176/appi.ps.651009","title":"Antidepressant Prescribing in Elderly Populations: In Reply","year":2014,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centre for Addiction and Mental Health","keywords":"Medical diagnosis; Depression (economics); Context (archaeology); Psychiatry; Mental health; Mental illness; Antidepressant; Medicine; Antidepressant medication; Major depressive episode; Psychology; Mood; Anxiety","score_opus":0.0574621794816016,"score_gpt":0.3624372157911049,"score_spread":0.3049750363095033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172096990","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41506648,0.016527517,0.000010352561,0.5152643,0.009376673,0.0027768377,0.000059668215,0.0002338363,0.040684357],"genre_scores_gemma":[0.26267567,0.00017202293,0.0006322164,0.72738427,0.005059203,0.00062704965,0.0010588443,0.0001433475,0.0022473796],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963132,0.0004137545,0.0010777231,0.0010189216,0.00035354722,0.0008228357],"domain_scores_gemma":[0.9983069,0.0001653147,0.00052742043,0.00091080955,0.000027055512,0.000062535095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037574765,0.00046936245,0.00064154586,0.0010521421,0.00011904342,0.00008820295,0.0007039089,0.00071915425,0.0006770028],"category_scores_gemma":[0.000004191739,0.0004441713,0.00012222923,0.0008211359,0.000019611043,0.00020421366,0.00006824221,0.0013372569,0.0004403944],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007905615,0.00027297784,0.5730595,0.0013919785,0.000037344318,0.00028772652,0.00087191875,0.00000740642,2.310112e-7,0.00015686009,0.4191393,0.004695729],"study_design_scores_gemma":[0.0036545747,0.00028206938,0.44638735,0.0005308772,0.00012060237,0.000046487487,0.00039365163,0.00016879532,0.000001065305,0.004561849,0.54284006,0.0010125895],"about_ca_topic_score_codex":0.02226765,"about_ca_topic_score_gemma":0.003966743,"teacher_disagreement_score":0.21212,"about_ca_system_score_codex":0.00010527322,"about_ca_system_score_gemma":0.000021635164,"threshold_uncertainty_score":0.999801},"labels":[],"label_agreement":null},{"id":"W2172097028","doi":"10.1016/j.jad.2010.07.013","title":"Knowledge of and attitudes towards depression and adherence to treatment: The Antidepressant Adherence Scale (AAS)","year":2010,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"South Health Campus; University of Calgary","funders":"","keywords":"Antidepressant; Depression (economics); Medication adherence; Scale (ratio); Psychology; Psychiatry; Clinical psychology; Medicine; Internal medicine; Anxiety; Geography","score_opus":0.027279866927854873,"score_gpt":0.3896659304528505,"score_spread":0.3623860635249956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172097028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920753,0.0032102424,0.00004831557,0.00012903957,0.0004363197,0.00045321588,0.000009357195,0.000005174353,0.0036329874],"genre_scores_gemma":[0.99913955,0.00044535933,0.00012685351,0.000027006876,0.00005871998,0.000029051173,6.1414664e-7,0.000010253928,0.0001626135],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99915856,0.00012475514,0.00024740107,0.00018577636,0.0001056046,0.00017791394],"domain_scores_gemma":[0.9991399,0.00025495508,0.00023931061,0.00015556434,0.00008225295,0.00012798562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002386725,0.00015050053,0.00027113073,0.00009374801,0.00014679127,0.000023685066,0.00014896179,0.00006820064,0.00013827631],"category_scores_gemma":[0.000038887192,0.00008501985,0.00006133306,0.000136245,0.00016994892,0.00013831964,0.000056318844,0.00017961254,0.0000060239818],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025421524,0.00044061625,0.44819954,0.000029654699,0.00007414853,0.0000025972934,0.004205554,6.4604245e-7,0.001756382,0.000066699795,0.00011655931,0.5448534],"study_design_scores_gemma":[0.0018986001,0.0024466098,0.990558,0.000118504926,0.000067386434,0.000038734168,0.0012232171,0.000009622764,0.0028327794,0.0003200858,0.00039091078,0.00009554715],"about_ca_topic_score_codex":0.0010135459,"about_ca_topic_score_gemma":0.002754489,"teacher_disagreement_score":0.54475784,"about_ca_system_score_codex":0.000020032943,"about_ca_system_score_gemma":0.000029438583,"threshold_uncertainty_score":0.34670088},"labels":[],"label_agreement":null},{"id":"W2172629891","doi":"10.7870/cjcmh-2006-0001","title":"The Impact of Deinstitutionalizing Psychiatric Services on the Accessing of Mental Health Services by People with Higher Levels of Psychological Distress","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University; Middlesex London Health Unit","funders":"","keywords":"Mental health; Distress; Population; Psychology; Construct (python library); Psychiatry; Test (biology); Mental illness; Psychological distress; Health services; Gerontology; Medicine; Clinical psychology; Environmental health","score_opus":0.05055710904008206,"score_gpt":0.4008511975277613,"score_spread":0.3502940884876793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172629891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842289,0.006554308,0.0000038101857,0.005449633,0.0004495979,0.0005320358,0.0012221377,0.0000045334205,0.0015550442],"genre_scores_gemma":[0.99885976,0.00013010699,0.000047811125,0.0006939821,0.00006012359,0.000006097123,0.0001339214,0.000017857756,0.00005034232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99657995,0.001241723,0.0011140859,0.00011625657,0.00039749985,0.000550487],"domain_scores_gemma":[0.99677646,0.0002724668,0.0019719005,0.00043980696,0.00011418459,0.00042515792],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012766316,0.0002468816,0.0005661477,0.00018727916,0.0019871942,0.000043485314,0.0009902387,0.0000755601,0.00023932774],"category_scores_gemma":[0.0000016552352,0.00013400473,0.00016952307,0.00047494654,0.0003025201,0.00018676366,0.000037009857,0.0005783477,0.000001786116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004304224,0.0071893083,0.8493939,0.0027913474,0.0010134042,0.000012839328,0.048024654,0.00021797507,0.0002266436,0.018888421,0.028665364,0.03927192],"study_design_scores_gemma":[0.0022458073,0.0036063057,0.98159975,0.00092974084,0.00002044785,0.000087107524,0.010231803,0.000010931442,0.00009391375,0.0004912134,0.0005392175,0.00014374586],"about_ca_topic_score_codex":0.3090892,"about_ca_topic_score_gemma":0.16811532,"teacher_disagreement_score":0.1409739,"about_ca_system_score_codex":0.00061405485,"about_ca_system_score_gemma":0.0005020862,"threshold_uncertainty_score":0.9993121},"labels":[],"label_agreement":null},{"id":"W2172847137","doi":"10.7870/cjcmh-2006-0021","title":"Employer Perspectives on Supervising Individuals with Mental Health Problems","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental illness; Perspective (graphical); Grounded theory; Mental health; Qualitative research; Work (physics); Psychology; Applied psychology; Psychiatry; Sociology; Engineering","score_opus":0.054795093843294805,"score_gpt":0.36315403896877996,"score_spread":0.3083589451254852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172847137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624162,0.007800389,0.000008067958,0.02259603,0.000638336,0.0009711477,0.00031536154,0.000021650425,0.0052328683],"genre_scores_gemma":[0.99497783,0.00012477793,0.0002523457,0.0037026254,0.00017883268,0.000012003258,0.00019467475,0.00005155597,0.0005053454],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9960652,0.001482731,0.0008611395,0.00017540691,0.00041084245,0.0010046532],"domain_scores_gemma":[0.997427,0.00009789493,0.00069867517,0.00040767874,0.00008813701,0.0012806493],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016404145,0.0003189239,0.0005964877,0.000578036,0.0029093262,0.00009860341,0.00053573493,0.00008289552,0.00060140115],"category_scores_gemma":[0.0000049978667,0.0002662187,0.000108034845,0.00035381707,0.00019060477,0.00027552125,0.00002763043,0.0011296988,0.000042356012],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079932244,0.0049654213,0.23302743,0.0006053316,0.00056992745,0.0001083131,0.5071083,0.00004939771,0.0000136680155,0.015707435,0.18320355,0.0538419],"study_design_scores_gemma":[0.015107388,0.025920859,0.51308733,0.0037338727,0.000045725385,0.0020562117,0.34167725,0.000006921876,0.00008526197,0.0014454157,0.09573135,0.0011024304],"about_ca_topic_score_codex":0.24432777,"about_ca_topic_score_gemma":0.23907194,"teacher_disagreement_score":0.2800599,"about_ca_system_score_codex":0.0025418063,"about_ca_system_score_gemma":0.0014139087,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W2175214736","doi":"10.1176/appi.ps.201400317","title":"Baseline Insurance Status and Risk of Common Mental Disorders: A Propensity-Based Analysis of a Longitudinal U.S. Sample","year":2015,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Health","funders":"National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research","keywords":"Propensity score matching; Baseline (sea); Sample (material); Longitudinal study; Mental health; Psychology; Psychiatry; Medicine; Demography; Internal medicine; Political science; Sociology","score_opus":0.03143067040427096,"score_gpt":0.3394658103501583,"score_spread":0.3080351399458874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175214736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928193,0.004935043,0.000079075595,0.0001412604,0.00028537482,0.0004647164,0.00078540115,0.000022147144,0.00046766907],"genre_scores_gemma":[0.99809784,0.00030656555,0.0011368708,0.00008607748,0.000030362575,0.00002994085,0.00028892627,0.0000119621955,0.000011460382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998455,0.0002338247,0.0004721823,0.0003257282,0.00025260472,0.00026066284],"domain_scores_gemma":[0.9987224,0.00018735716,0.00052146567,0.000337311,0.00007290147,0.00015856755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040755066,0.00017175713,0.00050145545,0.00039369336,0.00008880284,0.000012596072,0.00016644601,0.000061340426,0.00015962328],"category_scores_gemma":[0.000006895521,0.00013979453,0.00010287588,0.0013121662,0.000061769155,0.0001030914,0.000043261993,0.00008543054,0.0000060300813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078615133,0.0011584477,0.9888458,0.00023737353,0.00073888066,5.9242086e-7,0.0013092496,0.000051900923,0.0000014066043,0.000057594298,0.000051267587,0.0067613237],"study_design_scores_gemma":[0.0025854772,0.00045031187,0.99263555,0.000012126418,0.0010885689,4.1104693e-7,0.0008832789,0.0016805931,0.000018341158,0.00025982436,0.0002580734,0.00012744009],"about_ca_topic_score_codex":0.050673947,"about_ca_topic_score_gemma":0.023449663,"teacher_disagreement_score":0.027224282,"about_ca_system_score_codex":0.00002349824,"about_ca_system_score_gemma":0.000026053636,"threshold_uncertainty_score":0.9943698},"labels":[],"label_agreement":null},{"id":"W2175869515","doi":"10.1177/1715163515607310","title":"Partnering to enhance mental health care capacity in communities","year":2015,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental health; Mental illness; Psychology; Bridging (networking); Stigma (botany); Context (archaeology); Nursing; Qualitative research; Medical education; Medicine; Psychiatry; Sociology","score_opus":0.147285688030309,"score_gpt":0.4042237980030017,"score_spread":0.2569381099726927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175869515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863315,0.002826079,0.000015233736,0.00062466244,0.0042753117,0.00066258176,0.0005642217,0.000023538298,0.004676868],"genre_scores_gemma":[0.9907392,0.0004743528,0.00013885097,0.0073887412,0.00045061868,0.000065748856,0.000075847835,0.000045123947,0.00062147464],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968958,0.00041784786,0.00063657656,0.00029902565,0.00035563824,0.001395101],"domain_scores_gemma":[0.99530166,0.000047175447,0.00019518197,0.00027270324,0.0002064818,0.0039768093],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006424901,0.00033639095,0.00040993854,0.00043595344,0.0009628533,0.00012517262,0.000631029,0.000049601193,0.0008004715],"category_scores_gemma":[0.000020024143,0.00037015544,0.0000659768,0.0005397618,0.00010526603,0.00028787553,0.00005569916,0.00066695875,0.000053686308],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065670896,0.00025521638,0.026612993,0.00046228568,0.00023677721,0.035837643,0.30282816,0.0008578961,0.00014546927,0.00017237777,0.22538626,0.4065482],"study_design_scores_gemma":[0.011052709,0.00079112075,0.00079473533,0.00033270122,0.00008166785,0.30335924,0.011635397,0.0006845662,0.0030917157,0.00009277024,0.6654309,0.0026524565],"about_ca_topic_score_codex":0.50323915,"about_ca_topic_score_gemma":0.8675454,"teacher_disagreement_score":0.44004467,"about_ca_system_score_codex":0.0091912225,"about_ca_system_score_gemma":0.0024283421,"threshold_uncertainty_score":0.99987507},"labels":[],"label_agreement":null},{"id":"W2176845058","doi":"10.1038/nature16032","title":"Global research challenges and opportunities for mental health and substance-use disorders","year":2015,"lang":"en","type":"review","venue":"Nature","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute of Mental Health; Grand Challenges Canada","keywords":"Mental health; Global mental health; Context (archaeology); Global health; Equity (law); Adaptation (eye); Quality of life (healthcare); Health care; Health equity; Public relations; Political science; Psychology; Business; Medicine; Psychiatry; Nursing; Geography","score_opus":0.48735422779039345,"score_gpt":0.5607179199307432,"score_spread":0.07336369214034971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2176845058","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000113539245,0.98824435,1.337494e-7,0.003543235,0.0007966867,0.0025636356,0.0010315987,0.00003106048,0.0036757754],"genre_scores_gemma":[0.000045939134,0.99545115,0.00004715849,0.0003096464,0.00018261977,0.00040002225,0.0007485905,0.00003610356,0.002778774],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979189,0.00043197183,0.00029697054,0.00054956245,0.00025208175,0.00055048446],"domain_scores_gemma":[0.99889576,0.00023698137,0.00015954566,0.00026201425,0.00006361336,0.00038209767],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000816524,0.00031452664,0.00090605224,0.00013941563,0.00029167943,0.000053451487,0.00017727652,0.0014008984,0.000019414518],"category_scores_gemma":[0.00001588857,0.00023727544,0.00007939954,0.00010834173,0.00016097669,0.000116901785,0.00006888049,0.0011629923,0.000004525007],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061560495,0.00007227502,0.000010675447,0.008627468,0.0000784542,0.000005351875,0.0010348349,1.7924995e-10,1.0748191e-10,0.015257616,0.055396926,0.9194548],"study_design_scores_gemma":[0.00064352364,0.00038086114,0.00003797632,0.0024249565,0.000039025956,0.000028964612,0.002824685,9.103738e-8,1.1201843e-9,0.0014208514,0.9920276,0.00017147964],"about_ca_topic_score_codex":0.0000634647,"about_ca_topic_score_gemma":0.0011568087,"teacher_disagreement_score":0.93663067,"about_ca_system_score_codex":0.0002711313,"about_ca_system_score_gemma":0.00019497745,"threshold_uncertainty_score":0.9998955},"labels":[],"label_agreement":null},{"id":"W2177092681","doi":"","title":"Reducing the Stigma of Mental Illness: A Report from a Global Programme of the World Psychiatric Association","year":2007,"lang":"en","type":"article","venue":"PubMed Central","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Stigma (botany); Psychological intervention; Mental health; Psychiatry; Psychology; Medicine","score_opus":0.021719780555628603,"score_gpt":0.3181189470402862,"score_spread":0.2963991664846576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177092681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98182505,0.0005832342,0.0000153289,0.0014729886,0.004889711,0.0012677679,0.00007950895,0.00002277132,0.009843662],"genre_scores_gemma":[0.9978478,0.0000058619717,0.000104190716,0.00010836414,0.00039652552,0.00010901684,0.00003960394,0.000008877063,0.0013797822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766076,0.00012239962,0.0005768879,0.00023229064,0.0004012388,0.0010064273],"domain_scores_gemma":[0.99864566,0.00011295898,0.0007343017,0.00033927208,0.000030003072,0.00013779568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011041185,0.0001233309,0.00018679007,0.000035462603,0.00017132658,0.000015586978,0.00027016702,0.00006406215,0.00014841656],"category_scores_gemma":[0.000065893335,0.00007379166,0.00014046837,0.0006135602,0.00006282285,0.000059856015,0.000049016995,0.00013201006,0.0000037934424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016876956,0.00042636096,0.8995954,0.000012498682,0.00013983583,0.000009031601,0.0010625151,6.1816206e-7,0.000009921314,0.00057709677,0.0035182044,0.09447976],"study_design_scores_gemma":[0.0009007304,0.000018106728,0.99439496,0.000017383121,0.0000886656,0.000012162227,0.0006836101,0.0000034554564,0.0005437036,0.00036722468,0.0028972914,0.00007270477],"about_ca_topic_score_codex":0.0035776251,"about_ca_topic_score_gemma":0.0022303478,"teacher_disagreement_score":0.09479958,"about_ca_system_score_codex":0.00067652244,"about_ca_system_score_gemma":0.000051292438,"threshold_uncertainty_score":0.5408323},"labels":[],"label_agreement":null},{"id":"W2179819990","doi":"10.1016/j.ijchp.2015.09.002","title":"Disorders specifically associated with stress: A case-controlled field study for ICD-11 mental and behavioural disorders","year":2015,"lang":"en","type":"article","venue":"International Journal of Clinical and Health Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Universidad Nacional Autónoma de México; National Institute of Mental Health; Universität Zürich; Universidad Autónoma de Madrid; World Health Organization","keywords":"Mental health; CLARITY; Psychology; ICD-10; Test (biology); Psychiatry; Vignette; Diagnostic Classification of Mental Health and Developmental Disorders of Infancy and Early Childhood; Grief; Complicated grief; Clinical psychology; Medicine; Prevalence of mental disorders","score_opus":0.2223985066770262,"score_gpt":0.559005510683549,"score_spread":0.33660700400652277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2179819990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9448486,0.0004587365,0.00022854107,0.04894531,0.003938563,0.0010503839,0.00004594119,0.0000104521705,0.00047345323],"genre_scores_gemma":[0.99402267,0.00029288174,0.00021917275,0.004792457,0.0003994806,0.000055609962,0.00001622515,0.000015269912,0.00018625848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972843,0.00040840125,0.001429366,0.00030689445,0.00028300856,0.00028800708],"domain_scores_gemma":[0.99749017,0.00084228953,0.00096041715,0.000103883904,0.00019363246,0.00040963528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019909285,0.00016982322,0.00070037565,0.0001353103,0.000121759964,0.000035088364,0.0002000059,0.00014198394,0.000105375075],"category_scores_gemma":[0.00017585904,0.00011734063,0.000121718964,0.000052810337,0.00015053482,0.00011277839,0.000035658897,0.00034611212,0.0000020531613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009796183,0.0039070165,0.9065942,0.0000054591164,0.0005177879,0.000216045,0.0014409815,3.562192e-7,6.048711e-8,0.00028545244,0.006707176,0.07052926],"study_design_scores_gemma":[0.07447167,0.018686375,0.89813226,0.000077399935,0.00010159079,0.00058848044,0.0033296794,0.000026458329,1.0350807e-7,0.0013818869,0.0030465638,0.00015751441],"about_ca_topic_score_codex":0.0004943113,"about_ca_topic_score_gemma":0.009979605,"teacher_disagreement_score":0.07037174,"about_ca_system_score_codex":0.000039003768,"about_ca_system_score_gemma":0.00007625958,"threshold_uncertainty_score":0.55688536},"labels":[],"label_agreement":null},{"id":"W2180364215","doi":"","title":"Assessing administrative databases for surveillance of depressive disorders in Newfoundland and Labrador","year":2010,"lang":"en","type":"other","venue":"Memorial University Research Repository (Memorial University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medical diagnosis; Audit; Medicine; Medical prescription; Pharmacy; Depression (economics); Medical record; Database; Major depressive disorder; Gold standard (test); Family medicine; Psychiatry; Nursing","score_opus":0.07022638787686439,"score_gpt":0.3847738568438788,"score_spread":0.31454746896701447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180364215","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23260202,0.00030329224,0.00014463234,0.0001081458,0.01006634,0.0034568082,0.0009004571,0.00011972686,0.7522986],"genre_scores_gemma":[0.38419893,0.00038155817,0.00060586067,0.000004173952,0.0037471587,0.000005814693,0.00038070412,0.00021821939,0.6104576],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965379,0.0010691964,0.0002683225,0.00097186485,0.00047834037,0.00067434844],"domain_scores_gemma":[0.99736947,0.0011610807,0.00042600554,0.00058118574,0.00017934378,0.00028292052],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00055837526,0.0003662011,0.00070713006,0.0014292329,0.000586288,0.00008411886,0.00072735903,0.00057535904,0.0003474858],"category_scores_gemma":[0.00010804877,0.00042164657,0.0001324585,0.00078897196,0.0008508648,0.0004407325,0.00037709504,0.0008197184,0.000007301245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07304429,0.009182244,0.4193202,0.006694375,0.004585802,0.011843869,0.008875452,0.000011052684,0.0067211967,0.108582936,0.27742893,0.07370964],"study_design_scores_gemma":[0.018089531,0.0010949011,0.019029172,0.00063069846,0.00020623427,0.000019487594,0.009152087,0.000018816112,0.00035201912,0.00011406409,0.95031875,0.00097423204],"about_ca_topic_score_codex":0.06505436,"about_ca_topic_score_gemma":0.10704637,"teacher_disagreement_score":0.6728898,"about_ca_system_score_codex":0.0004604608,"about_ca_system_score_gemma":0.00048133076,"threshold_uncertainty_score":0.9998235},"labels":[],"label_agreement":null},{"id":"W2181084306","doi":"10.1093/bmb/57.1.33","title":"Cultural factors and international epidemiology","year":2001,"lang":"en","type":"review","venue":"British Medical Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":176,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Beit Trust; International Development Research Centre; Wellcome Trust","keywords":"Epidemiology; Depression (economics); Terminology; Public health; Psychiatry; Medicine; Psychiatric epidemiology; Anxiety; Mental health; Psychology; Pathology","score_opus":0.16691685968947356,"score_gpt":0.4858372621314036,"score_spread":0.31892040244193004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181084306","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014435271,0.97736096,0.0000054852853,0.0018073078,0.0026843552,0.00062133226,0.00009069871,0.00006583517,0.01721969],"genre_scores_gemma":[0.000022556163,0.97785383,0.000046963214,0.0010231108,0.00093820936,0.00029059287,0.00093432324,0.000033253105,0.018857144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972031,0.00057400076,0.000866047,0.0006213591,0.00023488667,0.00050056924],"domain_scores_gemma":[0.9979346,0.001118649,0.0002744327,0.00016321658,0.00002254557,0.00048657923],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00057451136,0.00032120544,0.0014547392,0.000067460394,0.000114594666,0.000035801204,0.0004465546,0.0008055643,0.08903879],"category_scores_gemma":[0.000698244,0.00025863262,0.00025619156,0.000087380075,0.0002624229,0.00002002277,0.00016898403,0.00065856066,0.0014931821],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027181427,0.0000829429,0.00043665597,0.00065516395,0.00011136213,0.0004308934,0.000014599765,2.6108332e-10,9.118206e-11,0.0003114343,0.1394625,0.8584917],"study_design_scores_gemma":[0.0003963333,0.000039998467,0.0005718445,0.0052684704,0.00010482273,0.002231677,0.00003718027,9.7766446e-8,1.0863033e-9,0.00006331275,0.99107116,0.00021511606],"about_ca_topic_score_codex":0.001725668,"about_ca_topic_score_gemma":0.00006832234,"teacher_disagreement_score":0.8582766,"about_ca_system_score_codex":0.000082449435,"about_ca_system_score_gemma":0.00003390733,"threshold_uncertainty_score":0.9999866},"labels":[],"label_agreement":null},{"id":"W2181127550","doi":"10.1186/s12888-015-0681-9","title":"Mental health literacy measures evaluating knowledge, attitudes and help-seeking: a scoping review","year":2015,"lang":"en","type":"review","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":490,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Mental health literacy; Mental health; Psychology; Literacy; Health literacy; MEDLINE; Applied psychology; Psychiatry; Clinical psychology; Medical education; Mental illness; Medicine; Health care; Pedagogy; Political science","score_opus":0.2655749245467081,"score_gpt":0.5733716739616229,"score_spread":0.3077967494149148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181127550","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000075420003,0.982062,0.000018762152,0.00024768725,0.0058926423,0.007382512,0.00008298857,0.00013809897,0.004167806],"genre_scores_gemma":[0.0000038149083,0.99195665,0.0031253765,0.0007536348,0.001134746,0.0011178515,0.00040924017,0.00013342529,0.0013652612],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9936963,0.0018465654,0.0018834117,0.0012066602,0.00051763083,0.00084945036],"domain_scores_gemma":[0.9970096,0.00015873199,0.001346812,0.00084578147,0.00011155884,0.00052755437],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029441006,0.00087463984,0.0030495347,0.00028420167,0.0005496062,0.00013118565,0.00048965885,0.00031147423,0.00042960423],"category_scores_gemma":[0.000044447956,0.00069814903,0.00046261027,0.00052203255,0.00008030142,0.00019610577,0.00022381573,0.00055786985,0.0006365022],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013054255,0.00028655198,0.0010284585,0.32069746,0.000109207474,4.803024e-7,0.00022294415,3.5119192e-9,2.2315967e-9,0.00013805229,0.014373102,0.6631307],"study_design_scores_gemma":[0.00076928973,0.00028741962,0.00009529011,0.6075448,0.00038309404,0.00013016976,0.000035047433,0.0000013026392,2.6227196e-9,0.000039766845,0.39025438,0.00045946147],"about_ca_topic_score_codex":0.00009362181,"about_ca_topic_score_gemma":0.0002731479,"teacher_disagreement_score":0.6626712,"about_ca_system_score_codex":0.0003815876,"about_ca_system_score_gemma":0.0019653793,"threshold_uncertainty_score":0.99954695},"labels":[],"label_agreement":null},{"id":"W2181826034","doi":"10.1016/j.annepidem.2015.11.002","title":"Spatial distribution of individuals with symptoms of depression in a periurban area in Lima: an example from Peru","year":2015,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Fogarty International Center; National Heart, Lung, and Blood Institute; Medical Research Council; Wellcome Trust","keywords":"Medicine; Depression (economics); Confidence interval; Relative risk; Demography; Confounding; Center for Epidemiologic Studies Depression Scale; Cluster (spacecraft); Depressive symptoms; Psychological intervention; Internal medicine; Psychiatry; Anxiety","score_opus":0.27709653793394196,"score_gpt":0.44423391131998413,"score_spread":0.16713737338604218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181826034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99715966,0.0014121452,0.00021424356,0.00022954613,0.00010005592,0.00031944923,0.00020093935,0.000006922182,0.00035703418],"genre_scores_gemma":[0.9986678,0.00003938799,0.000182726,0.0001530095,0.000033098102,0.00005257454,0.0008494787,0.000009071445,0.000012900681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970947,0.0011560109,0.0009284666,0.00035187055,0.00010314393,0.00036578852],"domain_scores_gemma":[0.9978793,0.0009368543,0.0006143586,0.00035964279,0.00008414749,0.00012568576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020520126,0.00014453522,0.00080827274,0.00013428638,0.000014632099,9.732387e-7,0.00018877204,0.00021361074,0.00016231464],"category_scores_gemma":[0.0002735454,0.00011017444,0.000045387154,0.00017017251,0.00017777947,0.00010634663,0.00005169594,0.0001318664,0.0000029676628],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010881927,0.00071032584,0.98544216,0.000022241564,0.0000352071,0.00000541878,0.0019424891,0.000038069997,0.00004567051,0.00078903604,0.00036624158,0.009514926],"study_design_scores_gemma":[0.0022203177,0.0014651049,0.9921303,0.00014846034,0.000012504496,0.0000022297181,0.0005851137,0.000117744516,0.00066320196,0.0024220305,0.00014427518,0.00008871189],"about_ca_topic_score_codex":0.09441145,"about_ca_topic_score_gemma":0.0034527653,"teacher_disagreement_score":0.09095868,"about_ca_system_score_codex":0.000022694168,"about_ca_system_score_gemma":0.0000351126,"threshold_uncertainty_score":0.91161895},"labels":[],"label_agreement":null},{"id":"W2182058737","doi":"10.7870/cjcmh-2008-0017","title":"After Shared Care: Patients' Symptoms and Functioning 3 to 6 Months Following Care at A Rural Shared Mental Health Care Clinic","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Lakehead University; NOSM University; St. Joseph's Care Group","funders":"","keywords":"Mental health; Medicine; Depression (economics); Patient Health Questionnaire; Anxiety; Psychiatry; Mental health care; Physical therapy; Depressive symptoms","score_opus":0.030265541223243698,"score_gpt":0.3433342762217406,"score_spread":0.3130687349984969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182058737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628159,0.02894027,0.0000011529951,0.0021238204,0.0027991096,0.0014542047,0.0011277482,0.000022734444,0.00071510015],"genre_scores_gemma":[0.99181616,0.00012432504,0.000119467004,0.006040041,0.00013461987,0.000055256416,0.0013731191,0.00006154389,0.00027543656],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99612015,0.0010071407,0.0011206073,0.00023309905,0.00041277718,0.0011062472],"domain_scores_gemma":[0.9959488,0.0000818061,0.0005556186,0.00046120916,0.0001777995,0.0027747639],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00038298583,0.00039536128,0.00075722527,0.0004690354,0.0048221303,0.00007463262,0.00044940299,0.00013833419,0.0007672961],"category_scores_gemma":[0.000014420998,0.00040053885,0.0002484024,0.00029363146,0.00009992685,0.00037527835,0.00013906349,0.0008662339,0.00007232297],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062675995,0.00013309593,0.46160677,0.0002744759,0.00012612125,0.000058927257,0.4956974,9.054753e-7,8.0872917e-7,0.0000034311058,0.017741796,0.023729507],"study_design_scores_gemma":[0.0071241753,0.005723527,0.7228952,0.0010280436,0.000035092846,0.00021083256,0.24521455,8.771239e-7,0.0000068522486,0.0000030065069,0.017321536,0.00043630824],"about_ca_topic_score_codex":0.09022633,"about_ca_topic_score_gemma":0.22235711,"teacher_disagreement_score":0.26128843,"about_ca_system_score_codex":0.0068695946,"about_ca_system_score_gemma":0.0012262146,"threshold_uncertainty_score":0.9998447},"labels":[],"label_agreement":null},{"id":"W2182119101","doi":"10.1177/070674370304800407","title":"The Canadian Psychiatric Association Practice Profile Survey: I. Methods and General Sample Characteristics","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Association (psychology); Psychiatry; Psychology; Sample (material); Medicine; Clinical psychology; Psychotherapist","score_opus":0.03562796411188182,"score_gpt":0.3880828625338605,"score_spread":0.35245489842197864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182119101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6499346,0.031416815,0.00032602006,0.18133007,0.06701561,0.0021816567,0.00107571,0.000027215463,0.066692315],"genre_scores_gemma":[0.9467102,0.00025092872,0.039439484,0.0068381317,0.0017317017,0.000034265973,0.0000469699,0.00007152589,0.0048767556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961427,0.0022338592,0.00057503016,0.00016226145,0.00022132331,0.0006648174],"domain_scores_gemma":[0.99661744,0.0011334355,0.0008404839,0.00029689568,0.00028954822,0.0008221992],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006656539,0.00017410982,0.00022692115,0.00019531611,0.0023741696,0.0003021384,0.00034290412,0.00014907196,0.00042309402],"category_scores_gemma":[0.0011386432,0.00011144192,0.000076917764,0.00038437967,0.00008474367,0.00014693744,0.000005701431,0.00060259865,0.00003806082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007451539,0.000046265144,0.83602947,0.000011530004,0.00030438814,0.000016542172,0.0007239244,9.497502e-7,4.1910118e-7,0.07591377,0.07161816,0.015260083],"study_design_scores_gemma":[0.0007153989,0.00019284357,0.7633896,0.000013524018,0.00018049065,0.00023206662,0.0006720861,0.000010257152,0.000002092763,0.0084970575,0.22590812,0.0001864867],"about_ca_topic_score_codex":0.74976,"about_ca_topic_score_gemma":0.99142075,"teacher_disagreement_score":0.29677564,"about_ca_system_score_codex":0.0007439682,"about_ca_system_score_gemma":0.0037274493,"threshold_uncertainty_score":0.9989246},"labels":[],"label_agreement":null},{"id":"W2183581314","doi":"","title":"Regional differences among ethnic Chinese on level of acculturation to Canadian culture and perceived barriers to mental health help seeking","year":2014,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Embarrassment; Acculturation; Mental health; Ethnic group; Mainland China; Psychology; Immigration; Gerontology; China; Medicine; Social psychology; Psychiatry; Sociology; Geography","score_opus":0.09470121670862726,"score_gpt":0.39454894942301155,"score_spread":0.2998477327143843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183581314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98585975,0.00004042689,0.000032665394,0.008539888,0.00024479209,0.0006362253,0.00005505131,0.000016379438,0.0045748204],"genre_scores_gemma":[0.98697686,0.000011903117,0.00016815252,0.008047767,0.000073732874,0.00003092066,0.00007044494,0.000008325843,0.0046118773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989428,0.00010958734,0.00020886408,0.00029024328,0.00015099597,0.0002975285],"domain_scores_gemma":[0.9988966,0.000029955963,0.0000639303,0.0001266892,0.000029397126,0.00085343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013955368,0.00015281943,0.00020389422,0.000120358316,0.00031863787,0.000021556103,0.00010760232,0.000074642805,0.0006644324],"category_scores_gemma":[0.000023295665,0.00010166266,0.000027067026,0.00013170888,0.000030429248,0.0000794884,0.000017694694,0.00008500833,0.000030154857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040532317,0.00015340134,0.71187234,0.00010355868,0.000097823344,0.0000029421246,0.17346258,0.0000066871016,0.0017033448,0.0040778546,0.051478468,0.056635674],"study_design_scores_gemma":[0.00044063933,0.00051831745,0.99299234,0.00006651915,0.0000029956852,0.0000028172797,0.0049568266,0.000041330928,0.000021102653,0.000040516552,0.00080244185,0.0001141326],"about_ca_topic_score_codex":0.16268528,"about_ca_topic_score_gemma":0.57501477,"teacher_disagreement_score":0.41232947,"about_ca_system_score_codex":0.00016253197,"about_ca_system_score_gemma":0.0000451889,"threshold_uncertainty_score":0.8428905},"labels":[],"label_agreement":null},{"id":"W2183694794","doi":"","title":"Professional and informal mental health support reported by Canadians aged 15 to 24.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Mental health; Quarter (Canadian coin); Anxiety; Odds; Mood; Psychiatry; Distress; Medicine; Young adult; Psychology; Mental distress; Clinical psychology; Gerontology; Logistic regression","score_opus":0.03125761839824719,"score_gpt":0.33401335714389724,"score_spread":0.30275573874565004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183694794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9634295,0.000095487296,0.0000061111864,0.011536046,0.0019340469,0.0020758635,0.00012975126,0.0000602247,0.020732978],"genre_scores_gemma":[0.9439557,0.000004611482,0.000036939236,0.011140256,0.00009293204,0.001631633,0.00039773507,0.00001549664,0.04272469],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9984263,0.00008409308,0.0003608418,0.0002628713,0.00017301964,0.0006928544],"domain_scores_gemma":[0.9988696,0.000027324875,0.0001356883,0.00019098811,0.000011751072,0.00076467544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054023135,0.00013228437,0.00019048352,0.000082605955,0.00031555313,0.000023859011,0.00009618986,0.00006670233,0.00048557224],"category_scores_gemma":[0.000015659687,0.0001145744,0.000022125274,0.00010819734,0.000030460196,0.00010832588,0.00004181428,0.000119060554,0.00006369501],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012484906,0.00012953194,0.06363936,0.000029502815,0.000035305795,0.000009867074,0.0022753072,2.926081e-8,0.0000028336087,0.0001644046,0.5892454,0.34434363],"study_design_scores_gemma":[0.0011498533,0.00012532201,0.7821216,0.000006549807,0.000005376299,0.000033223263,0.00034045413,0.0000015486065,0.000024355855,0.000012366928,0.21605898,0.00012034995],"about_ca_topic_score_codex":0.008515711,"about_ca_topic_score_gemma":0.0062604495,"teacher_disagreement_score":0.71848226,"about_ca_system_score_codex":0.00011281012,"about_ca_system_score_gemma":0.00004880806,"threshold_uncertainty_score":0.9980867},"labels":[],"label_agreement":null},{"id":"W2184137738","doi":"10.1177/070674370304801002","title":"Stigma and the Daily News: Evaluation of a Newspaper Intervention","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Newspaper; Intervention (counseling); Psychology; Stigma (botany); Medicine; Clinical psychology; Psychiatry; Media studies; Sociology","score_opus":0.04019399466183896,"score_gpt":0.3573456552715791,"score_spread":0.3171516606097401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184137738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524335,0.01593141,0.000020513897,0.012559776,0.003101127,0.00035966598,0.0000046756713,0.0000013670726,0.015587964],"genre_scores_gemma":[0.9987488,0.000020166684,0.00015327962,0.00053849467,0.00014809324,0.0000076043552,9.229434e-7,0.000007190876,0.00037549718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99852055,0.00069064304,0.00037456126,0.00006763475,0.00019521786,0.00015138222],"domain_scores_gemma":[0.99914473,0.00005961156,0.000367812,0.00017136006,0.00011338049,0.00014307868],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002258319,0.00007383469,0.00013596189,0.0000926494,0.00024472206,0.00002958226,0.00016318902,0.000044655866,0.0012941236],"category_scores_gemma":[0.000050026396,0.000039222366,0.00008994874,0.00011550053,0.00015834208,0.000070189024,0.0000032956377,0.00015993377,0.000010668969],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066940783,0.0002072048,0.32361495,0.00007656159,0.0006317845,0.000007935452,0.010123704,0.000035057543,0.0000044113344,0.46052387,0.040242847,0.16386226],"study_design_scores_gemma":[0.026467636,0.0008117464,0.6239318,0.0005015168,0.001431617,0.00068773946,0.022767732,0.00007194611,0.000028842245,0.31292057,0.01011056,0.00026828525],"about_ca_topic_score_codex":0.026497321,"about_ca_topic_score_gemma":0.37605038,"teacher_disagreement_score":0.34955308,"about_ca_system_score_codex":0.00006625801,"about_ca_system_score_gemma":0.00044841383,"threshold_uncertainty_score":0.9996188},"labels":[],"label_agreement":null},{"id":"W2184880350","doi":"","title":"Depression Literacy among Patients and the Public: A Literature Review","year":2010,"lang":"en","type":"review","venue":"Primary psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Depression (economics); Literacy; Inclusion (mineral); Mental health literacy; Population; Health literacy; Psychology; Public health; Family medicine; Medicine; Psychiatry; Clinical psychology; Health care; Mental health; Nursing; Social psychology; Political science; Environmental health; Pedagogy","score_opus":0.01693327991921499,"score_gpt":0.3668801850456966,"score_spread":0.3499469051264816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184880350","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004720946,0.97276706,8.905166e-7,0.0009176373,0.0064634546,0.0040197386,0.000118780445,0.00007111809,0.0155941425],"genre_scores_gemma":[0.000006764227,0.9896818,0.00022010674,0.0043200846,0.00058280193,0.0013755099,0.001736076,0.0000864396,0.001990465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964583,0.00083478243,0.0010372036,0.0008400158,0.0003145017,0.0005152317],"domain_scores_gemma":[0.99737066,0.00026919384,0.0009314323,0.0011036209,0.000081476086,0.00024363556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061785144,0.00068206416,0.0017825896,0.00017434257,0.00040214628,0.00026592606,0.000714672,0.0006630636,0.00052900123],"category_scores_gemma":[0.000030386283,0.00035086647,0.0005466635,0.0005163022,0.00019577851,0.0003817285,0.00026795038,0.0016497346,0.0002194656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030977884,0.00027536292,0.0047774417,0.06654337,0.00010516601,0.0000059506374,0.0000766523,2.8049311e-11,3.2467395e-10,0.00079178787,0.026188968,0.90120435],"study_design_scores_gemma":[0.001452434,0.000031914053,0.0031817725,0.08592118,0.0007417139,0.00007069498,0.0000014847293,5.6180895e-8,1.0278621e-9,0.00017945262,0.90810525,0.00031406176],"about_ca_topic_score_codex":0.000011788116,"about_ca_topic_score_gemma":0.000007836018,"teacher_disagreement_score":0.9008903,"about_ca_system_score_codex":0.000051934036,"about_ca_system_score_gemma":0.00009466287,"threshold_uncertainty_score":0.9998943},"labels":[],"label_agreement":null},{"id":"W2185724314","doi":"10.1177/070674370204700907","title":"Counsellors in Primary Care: Benefits and Lessons Learned","year":2002,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mental health; Anxiety; Primary care; Depression (economics); Program evaluation; Nursing; Psychology; Medicine; Health care; Scale (ratio); Family medicine; Psychiatry","score_opus":0.052362563323381225,"score_gpt":0.3159028695815701,"score_spread":0.26354030625818886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185724314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8871294,0.058187295,3.8294695e-7,0.035278838,0.0020137385,0.00013732178,0.000017897795,0.0000032274677,0.01723188],"genre_scores_gemma":[0.99697,0.00042453478,0.00009924848,0.0015752576,0.00024071253,0.0000035832409,0.0000022762194,0.000013929564,0.00067046616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912465,0.0000872361,0.0002772433,0.00010573058,0.000105404986,0.00029975077],"domain_scores_gemma":[0.99932355,0.000035297384,0.0001486159,0.0001533958,0.000030960193,0.00030816824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022250203,0.00009971399,0.00015842906,0.00018326957,0.00026052984,0.000038202452,0.00021138517,0.00007618306,0.0006010895],"category_scores_gemma":[0.0000031047725,0.00007221782,0.000043545748,0.00016018974,0.00008710194,0.00007317661,0.0000045893107,0.0003062471,0.00004772437],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001243918,0.00014189175,0.5786019,0.00010231807,0.00011820486,0.00019765084,0.01593848,0.00003147861,0.0000021406247,0.0494171,0.03662408,0.31870037],"study_design_scores_gemma":[0.0044576675,0.0005443791,0.9547078,0.00041781683,0.000107175925,0.0006687175,0.0058677066,0.0000072294756,0.0000044935555,0.008354662,0.024522407,0.00033996033],"about_ca_topic_score_codex":0.013116874,"about_ca_topic_score_gemma":0.4544308,"teacher_disagreement_score":0.44131392,"about_ca_system_score_codex":0.00016621545,"about_ca_system_score_gemma":0.0002132322,"threshold_uncertainty_score":0.9934549},"labels":[],"label_agreement":null},{"id":"W2188830653","doi":"10.82308/9238","title":"An examination of the suitability of cognitive behavioural therapy for patients with anxiety and depression","year":2013,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University Health Centre; McGill University","keywords":"Anxiety; Depression (economics); Psychology; Cognition; Clinical psychology; Psychiatry; Psychotherapist; Medicine","score_opus":0.025541673076956324,"score_gpt":0.2981532447868329,"score_spread":0.2726115717098766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188830653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99538326,0.000053771175,2.9003806e-7,0.000004908071,0.00016406727,0.0025064913,0.0006177145,0.000019890784,0.001249625],"genre_scores_gemma":[0.9992685,0.000010161949,0.00011065714,0.000056302328,0.0000059232348,0.00037273404,0.00009192314,0.000026292084,0.000057515088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984307,0.00035505628,0.00034409403,0.0003762984,0.00024482326,0.00024899954],"domain_scores_gemma":[0.99859226,0.00025700664,0.00032587844,0.00032265787,0.00040177305,0.00010040864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003600594,0.00018707286,0.00023229989,0.00005220275,0.00038416276,0.000011761658,0.00018230993,0.00013167375,0.00017008824],"category_scores_gemma":[0.000066957946,0.00011790981,0.00006099125,0.00014662229,0.00012549252,0.0005386699,0.00004685765,0.00014756538,0.0000030928406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003619029,0.0011975077,0.5282191,0.000036288133,0.000032775108,1.1363904e-7,0.000049317474,1.0372218e-7,0.0012385085,0.00071838236,3.0870225e-7,0.46814567],"study_design_scores_gemma":[0.0035973769,0.0008169084,0.96472526,0.00008154278,0.00004313997,0.0000010184068,0.0003020102,0.0000039459114,0.029560102,0.0007256235,0.000015346359,0.00012773668],"about_ca_topic_score_codex":0.0005715393,"about_ca_topic_score_gemma":0.00009535282,"teacher_disagreement_score":0.46801794,"about_ca_system_score_codex":0.00006361932,"about_ca_system_score_gemma":0.0000048359334,"threshold_uncertainty_score":0.48082224},"labels":[],"label_agreement":null},{"id":"W2190609667","doi":"10.1111/psyg.12156","title":"Enacted and implied stigma for dementia in a community in south‐west Nigeria","year":2015,"lang":"en","type":"article","venue":"Psychogeriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Stigma (botany); Dementia; Social stigma; Psychiatry; American west; Political science; Psychology; Medicine; Sociology; Family medicine; Ethnology; Disease","score_opus":0.08013251626585695,"score_gpt":0.39169534627146957,"score_spread":0.31156283000561263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2190609667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925103,0.0012695115,0.00011064054,0.0001811938,0.001007865,0.0010263277,0.00006471746,0.00004017445,0.0037892726],"genre_scores_gemma":[0.998354,0.000021238573,0.00070386415,0.00023461496,0.000089954025,0.00032337155,0.00009505735,0.000026067724,0.00015180858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984608,0.00025321526,0.00044378065,0.00027988444,0.00010735444,0.00045496016],"domain_scores_gemma":[0.9991024,0.00019744923,0.00013409993,0.00034408394,0.00003712564,0.00018480037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008666837,0.00018484192,0.00028121448,0.00028923329,0.00012473701,0.000040813244,0.00020386429,0.0001570952,0.00010776547],"category_scores_gemma":[0.000052975192,0.00018270257,0.000033202214,0.0004728812,0.000036159145,0.00009893887,0.00005406219,0.0002523803,0.00004917722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013915579,0.001253251,0.9524447,0.0001334011,0.000049850452,0.00001260598,0.022176128,0.0000025529996,0.00007732791,0.00082727714,0.0031006702,0.018530717],"study_design_scores_gemma":[0.0137482025,0.0005803151,0.9714321,0.00003391986,0.00003496727,0.000006649153,0.0066892225,0.000034216624,0.000020535053,0.003940744,0.0031337372,0.00034537163],"about_ca_topic_score_codex":0.0011475983,"about_ca_topic_score_gemma":0.0019140401,"teacher_disagreement_score":0.01898746,"about_ca_system_score_codex":0.000092090835,"about_ca_system_score_gemma":0.000028531016,"threshold_uncertainty_score":0.74503946},"labels":[],"label_agreement":null},{"id":"W2193608631","doi":"10.1177/070674371405901s03","title":"Article Commentary: Listen to These Lessons","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","score_opus":0.03432060975929363,"score_gpt":0.3479198474667258,"score_spread":0.31359923770743214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193608631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6142894,0.0004821228,0.000028056067,0.36746827,0.0036092873,0.00016051924,0.000012442071,0.0000054456145,0.013944458],"genre_scores_gemma":[0.97308266,0.000001501974,0.00057315204,0.02489235,0.00087061734,0.0000055830888,0.0000013741933,0.00001534001,0.0005574068],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99893755,0.00018304307,0.0002946624,0.00009515327,0.00012267608,0.000366938],"domain_scores_gemma":[0.9987601,0.00006437977,0.00014849633,0.00029527725,0.00003665636,0.00069508556],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060291385,0.000101077196,0.00015072274,0.00012622746,0.0003579432,0.000058817168,0.00044773077,0.000045809935,0.0011592137],"category_scores_gemma":[0.00001357958,0.00006590755,0.000080688464,0.00016823711,0.000060359078,0.00005382984,0.000010987018,0.00022553549,0.00033432103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015153873,0.00014406545,0.27153766,0.000014051674,0.00016573253,0.00002924818,0.005296157,0.000016428361,0.000011923751,0.16052979,0.5243222,0.037781194],"study_design_scores_gemma":[0.002924797,0.0013644093,0.50449723,0.00020303146,0.00020171821,0.00036513724,0.005325905,0.000021752787,0.00007070971,0.05684298,0.42779303,0.0003893108],"about_ca_topic_score_codex":0.034338858,"about_ca_topic_score_gemma":0.48408553,"teacher_disagreement_score":0.44974667,"about_ca_system_score_codex":0.00010572214,"about_ca_system_score_gemma":0.00017686762,"threshold_uncertainty_score":0.99975383},"labels":[],"label_agreement":null},{"id":"W2197359628","doi":"10.1016/s2215-0366(15)00382-x","title":"Mental illness stigma as a quality-of-care problem","year":2015,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; North York General Hospital; University of Calgary; Mental Health Commission of Canada","funders":"","keywords":"Mental health; Scopus; Stigma (botany); Health care; Psychiatry; Mental illness; Psychology; Medicine; MEDLINE; Political science","score_opus":0.0738838122725766,"score_gpt":0.4143799771885286,"score_spread":0.340496164915952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2197359628","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038841877,0.014374355,0.000002331577,0.74857664,0.014457032,0.0021493763,0.0009033254,0.0001770565,0.18051799],"genre_scores_gemma":[0.035384435,0.00022814573,0.00085375836,0.8938585,0.03518589,0.0009733907,0.0033654938,0.0002443908,0.029905992],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964226,0.0007075282,0.00076357054,0.0006181816,0.00067543704,0.000812682],"domain_scores_gemma":[0.9975074,0.00013079263,0.0007398015,0.0014327364,0.00009391558,0.0000953387],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00059812295,0.0005086103,0.0010534334,0.00010850744,0.0003144798,0.00004477366,0.0012495758,0.0007237937,0.0017356562],"category_scores_gemma":[0.0000069428966,0.00033666968,0.00024709324,0.00023349813,0.00019782521,0.00007187002,0.00015130204,0.0015635674,0.0013198814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004996598,0.00015747169,0.004520099,0.0013223253,0.00027869982,0.000019968655,0.0052853464,1.248134e-7,7.4589605e-7,0.0032850683,0.97927225,0.0053582513],"study_design_scores_gemma":[0.0030013474,0.000354998,0.002314039,0.00041663335,0.0001416592,0.00003747882,0.0032908192,1.9748371e-7,0.0000053054123,0.009810077,0.9801051,0.000522347],"about_ca_topic_score_codex":0.0009856944,"about_ca_topic_score_gemma":0.0001536273,"teacher_disagreement_score":0.150612,"about_ca_system_score_codex":0.0001357669,"about_ca_system_score_gemma":0.00017242145,"threshold_uncertainty_score":0.9999085},"labels":[],"label_agreement":null},{"id":"W2203945280","doi":"10.1038/528309a","title":"Use data to challenge mental-health stigma","year":2015,"lang":"en","type":"article","venue":"Nature","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Stigma (botany); Mental health; Psychology; Psychiatry; Data science; Medicine; Computer science","score_opus":0.25041371989667177,"score_gpt":0.48993747829044626,"score_spread":0.2395237583937745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2203945280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6888512,0.04022326,0.000024859894,0.1949684,0.015040868,0.0037280447,0.002461944,0.0004426748,0.05425878],"genre_scores_gemma":[0.97164035,0.00009360673,0.00090756104,0.01609812,0.00040441184,0.00003206151,0.0011088214,0.000027631957,0.009687409],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986905,0.00009072849,0.0001698666,0.00043655434,0.00024876872,0.00036360743],"domain_scores_gemma":[0.9985344,0.000031870466,0.000062659085,0.0009019918,0.000029728613,0.00043937517],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029783716,0.00013479569,0.0001678739,0.00006908935,0.00014029173,0.00003153438,0.0005082511,0.00046013406,0.00042247554],"category_scores_gemma":[0.000027747605,0.00011062284,0.000016981694,0.00016185496,0.000013891519,0.00023374493,0.00021963037,0.0007800021,0.0011109621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014045423,0.00028960127,0.0015264832,0.000017650296,0.00002825987,0.000020304673,0.0024073003,1.7878725e-7,0.0000022756053,0.0025019702,0.9325141,0.06055147],"study_design_scores_gemma":[0.0011179794,0.00032766955,0.01831488,0.00003992298,0.000006715648,0.000010588703,0.0006703176,0.000008702287,0.000009231797,0.00012895209,0.97921824,0.00014679633],"about_ca_topic_score_codex":0.00049794343,"about_ca_topic_score_gemma":0.00046459286,"teacher_disagreement_score":0.2827892,"about_ca_system_score_codex":0.0001279229,"about_ca_system_score_gemma":0.00004394367,"threshold_uncertainty_score":0.9996668},"labels":[],"label_agreement":null},{"id":"W2205689470","doi":"10.7870/cjcmh-2008-0023","title":"Creating Primary Care Access for Mental Health Care Clients in A Community Mental Health Setting","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Children’s Health Research Institute; London Health Sciences Centre; Canadian Mental Health Association","funders":"","keywords":"Mental health; Windsor; Medicine; Multidisciplinary approach; Mental illness; Nursing; Family medicine; Health care; Population; Psychiatry; Environmental health","score_opus":0.08789672142727528,"score_gpt":0.42725557022183924,"score_spread":0.33935884879456396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205689470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9589824,0.01933259,0.000010182076,0.010322852,0.0021724356,0.0035337838,0.0028049394,0.00003693647,0.002803866],"genre_scores_gemma":[0.978132,0.0006742311,0.00070252887,0.015646392,0.00018740068,0.00007273184,0.004349003,0.00009972316,0.00013597783],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9894755,0.0052962215,0.002320306,0.00028983032,0.00056380435,0.002054334],"domain_scores_gemma":[0.9939978,0.00035198545,0.001958815,0.00080040836,0.00020639504,0.0026845715],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033141028,0.00058793806,0.0014123941,0.0009204985,0.012717487,0.00011610352,0.0016754356,0.00018972399,0.00014276129],"category_scores_gemma":[0.00003422454,0.00062532845,0.00030607072,0.00058812025,0.0002818961,0.0007008967,0.0002508679,0.0028506238,0.000011472859],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0007894113,0.0011960451,0.13901515,0.0028534434,0.00013999893,0.000034533005,0.72994214,0.0000074485024,0.0000035886662,0.00011895492,0.034541644,0.09135763],"study_design_scores_gemma":[0.017792968,0.009327752,0.33862847,0.0044497065,0.000020862579,0.0011799146,0.6009323,0.000017433338,0.000040249044,0.0000821492,0.026634807,0.00089338433],"about_ca_topic_score_codex":0.39337036,"about_ca_topic_score_gemma":0.47955328,"teacher_disagreement_score":0.1996133,"about_ca_system_score_codex":0.015536764,"about_ca_system_score_gemma":0.006544778,"threshold_uncertainty_score":0.9996198},"labels":[],"label_agreement":null},{"id":"W2208504832","doi":"10.1186/s13034-015-0086-z","title":"Health managers’ views on the status of national and decentralized health systems for child and adolescent mental health in Uganda: a qualitative study","year":2015,"lang":"en","type":"article","venue":"Child and Adolescent Psychiatry and Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd; Grand Challenges Canada","keywords":"Child and adolescent psychiatry; Mental health; Forensic psychiatry; Qualitative research; Child health; Psychology; Health informatics; Psychiatry; Adolescent health; Environmental health; Political science; Public health; Medicine; Nursing; Family medicine; Sociology; Social science","score_opus":0.07315776327642688,"score_gpt":0.43010788776746245,"score_spread":0.3569501244910356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208504832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45047408,0.2974316,0.000031763204,0.23094769,0.0024905393,0.016180769,0.0018529232,0.0000551198,0.0005355276],"genre_scores_gemma":[0.9243222,0.043683074,0.000108887594,0.031065553,0.00017026812,0.00016523598,0.0003535848,0.000042421514,0.00008877792],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9945667,0.0014593697,0.001356734,0.00088735844,0.0004637379,0.0012661179],"domain_scores_gemma":[0.9973775,0.00007876985,0.0008983494,0.0002485268,0.000037566348,0.0013592452],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027268757,0.00049305917,0.001092501,0.0002374248,0.0012530216,0.000069346934,0.00012902425,0.00008183469,0.000008129379],"category_scores_gemma":[0.000011048935,0.00036706025,0.00006779045,0.00024450128,0.00020756944,0.0001410607,0.000089094785,0.0004155254,0.000002175317],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01005252,0.024387453,0.15341936,0.019722087,0.0004815577,0.0000021940225,0.36441216,0.0000035796409,6.8475674e-7,0.040334556,0.30777302,0.079410814],"study_design_scores_gemma":[0.043348633,0.015746292,0.35087526,0.012564561,0.000026581452,0.00013707545,0.5070159,0.00010523509,0.0000014883825,0.00063811557,0.068688884,0.000851988],"about_ca_topic_score_codex":0.001190058,"about_ca_topic_score_gemma":0.0010317261,"teacher_disagreement_score":0.4738481,"about_ca_system_score_codex":0.00067392184,"about_ca_system_score_gemma":0.0004769957,"threshold_uncertainty_score":0.9998781},"labels":[],"label_agreement":null},{"id":"W2211403474","doi":"10.7870/cjcmh-2002-0015","title":"A New Model of Leadership: Getting Results in Australia","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Process (computing); National development; Mental health care; Public relations; Set (abstract data type); Key (lock); National Policy; Political science; Economic growth; Medicine; Psychiatry; Economics","score_opus":0.3779682039779183,"score_gpt":0.4255648553881619,"score_spread":0.04759665141024361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2211403474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810672,0.0020197148,0.000014000303,0.012165031,0.0004644073,0.00026976067,0.00008864108,0.0000038699695,0.003907405],"genre_scores_gemma":[0.99461746,0.000034616605,0.0004558383,0.0012426992,0.000050664017,0.0000013238392,0.000015618298,0.000013170165,0.0035686155],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99763924,0.0006309634,0.0009358533,0.0000686514,0.00015939628,0.00056590565],"domain_scores_gemma":[0.99803334,0.00009439937,0.0005583783,0.00026864963,0.000035920766,0.0010093036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001153472,0.0001340791,0.00036359552,0.00041709043,0.00033167118,0.000013818065,0.0004353708,0.00008395877,0.00061566447],"category_scores_gemma":[0.000022337339,0.0001349487,0.000074209565,0.00024197595,0.00005973745,0.0001570895,0.000014910332,0.0008731318,0.000026593441],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007481289,0.001129592,0.0218945,0.0005564682,0.00013686795,0.00012383933,0.38466087,0.00031145487,0.00004971905,0.0023041351,0.31179914,0.27628526],"study_design_scores_gemma":[0.08430216,0.019874094,0.43547353,0.010480139,0.00016701678,0.0021043948,0.4064792,0.005075782,0.0012820909,0.009584752,0.022273868,0.0029029562],"about_ca_topic_score_codex":0.2799152,"about_ca_topic_score_gemma":0.3406159,"teacher_disagreement_score":0.41357905,"about_ca_system_score_codex":0.0007122686,"about_ca_system_score_gemma":0.000374762,"threshold_uncertainty_score":0.7248799},"labels":[],"label_agreement":null},{"id":"W2211421891","doi":"10.1177/0004867415615948","title":"Mental disorders and distress: Associations with demographics, remoteness and socioeconomic deprivation of area of residence across Australia","year":2015,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Australian Government","keywords":"Socioeconomic status; Mental health; Disadvantaged; National Health Interview Survey; National Comorbidity Survey; Residence; Medicine; Distress; Disadvantage; Demography; Gerontology; Psychology; Population; Environmental health; Psychiatry; Clinical psychology; Sociology","score_opus":0.041945957040947175,"score_gpt":0.3568321134563011,"score_spread":0.31488615641535395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2211421891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935551,0.00043236758,0.000019758481,0.0051103225,0.00055590126,0.000181802,0.00009771612,0.000004380692,0.000042643973],"genre_scores_gemma":[0.997597,0.00018179452,0.0010539807,0.000025967614,0.00010507986,0.0000014241174,0.000022803528,0.000012057802,0.000999941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987066,0.00007300283,0.0006277152,0.00017045137,0.00018814264,0.00023413134],"domain_scores_gemma":[0.9985099,0.000048731006,0.000986391,0.00013735275,0.00007497522,0.00024264905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033602238,0.00015437552,0.00033939685,0.00010123261,0.00008639415,0.000025854355,0.00013619573,0.000120955,0.000047157988],"category_scores_gemma":[0.00000845149,0.00012438431,0.00006279277,0.00011790282,0.00016111603,0.0002628261,0.000020257188,0.00017586582,0.0000013066832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040567768,0.00018422176,0.9855163,0.000040063915,0.0001713862,0.00000227528,0.0016706272,0.0000064810506,0.000018906223,0.0002918484,0.008569203,0.003123022],"study_design_scores_gemma":[0.0036999728,0.0007835443,0.98764306,0.0001838124,0.000108300854,0.000060050745,0.0029815147,0.0000016601039,0.000048484366,0.004160507,0.00020987717,0.000119225835],"about_ca_topic_score_codex":0.0014968221,"about_ca_topic_score_gemma":0.0032238583,"teacher_disagreement_score":0.008359326,"about_ca_system_score_codex":0.00003615893,"about_ca_system_score_gemma":0.0000722953,"threshold_uncertainty_score":0.5072245},"labels":[],"label_agreement":null},{"id":"W2212904461","doi":"10.1017/s2045796015000463","title":"Comparison of the estimated prevalence of mood and/or anxiety disorders in Canada between self-report and administrative data","year":2015,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Public Health Agency of Canada","funders":"Alberta Innovates","keywords":"Anxiety; Mood; Mood disorders; Medicine; Prevalence; Population; Public health; Psychiatry; Demography; Epidemiology; Environmental health; Internal medicine","score_opus":0.27546259936970857,"score_gpt":0.5029057590786217,"score_spread":0.2274431597089131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2212904461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99073595,0.0050212354,0.00000995217,0.0020185853,0.00035017994,0.0002911225,0.00006176141,0.000004139703,0.0015070792],"genre_scores_gemma":[0.9982794,0.00040774507,0.0011979507,0.00005112779,0.000016987824,0.000007913749,0.0000065887275,0.0000017544137,0.000030545085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983135,0.00046477123,0.0005368602,0.00037755974,0.000097347736,0.00020995397],"domain_scores_gemma":[0.9980788,0.0011572292,0.00041903075,0.00023803508,0.000013916223,0.000092954324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002096577,0.00009694004,0.00035042182,0.0000443251,0.00014423102,0.0000023113107,0.0003152876,0.00006185121,0.000016102349],"category_scores_gemma":[0.0002766383,0.00005551333,0.00000880443,0.00032840873,0.00054038706,0.000083943276,0.00011262253,0.000103823026,1.5853219e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004017746,0.000055792447,0.99499625,0.00006464621,0.000018351668,3.6907446e-7,0.00053716014,0.0000027860053,9.092568e-8,0.00033999182,0.00053868414,0.0034056935],"study_design_scores_gemma":[0.0003999118,0.00027487575,0.9958272,0.000019776899,0.00004344626,0.000021232463,0.0013623628,0.0005173145,0.0000022260426,0.0014106274,0.000063792475,0.000057252615],"about_ca_topic_score_codex":0.26448488,"about_ca_topic_score_gemma":0.4327237,"teacher_disagreement_score":0.16823882,"about_ca_system_score_codex":0.000015054231,"about_ca_system_score_gemma":0.00039970112,"threshold_uncertainty_score":0.74041295},"labels":[],"label_agreement":null},{"id":"W2215224997","doi":"10.7870/cjcmh-2015-021","title":"Primary Mental Health Care in the Family Health Team Setting: Tracking Patient Care from Referral to Outcome","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Kindercare Pediatrics; Hospital for Sick Children","funders":"","keywords":"Referral; Mental health; Primary care; Family medicine; Medicine; Tracking (education); Patient satisfaction; Social work; Service (business); Nursing; Psychology; Psychiatry","score_opus":0.13154420013889204,"score_gpt":0.4190794384844674,"score_spread":0.2875352383455754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215224997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9252425,0.028884811,0.0000032029602,0.03692258,0.002528804,0.0018877547,0.0011923702,0.000017623875,0.0033203613],"genre_scores_gemma":[0.9292299,0.00009620136,0.0003759831,0.069001116,0.000174307,0.000025734877,0.0010222537,0.000046484154,0.000028004166],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9916774,0.0043320404,0.0017746778,0.00023375804,0.00065830885,0.001323796],"domain_scores_gemma":[0.9950417,0.00014524908,0.001005595,0.0006934217,0.00014545825,0.0029685183],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026205177,0.0003865317,0.000890255,0.0005286029,0.002110979,0.00010378071,0.0011039543,0.00011367832,0.000055189474],"category_scores_gemma":[0.000024979143,0.0003208643,0.00015393169,0.00043812563,0.00008357728,0.0002596192,0.000092239796,0.0018088435,0.00003688342],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032451036,0.0002970515,0.03779686,0.00019767026,0.000031667216,0.00003907819,0.6995035,0.000006006664,6.4931834e-7,0.00006444687,0.08303086,0.1787077],"study_design_scores_gemma":[0.0035819905,0.0073791514,0.19629675,0.0006184196,0.000007812201,0.00015999601,0.7158662,9.589447e-7,0.0000032143635,0.000048788548,0.075758465,0.00027825037],"about_ca_topic_score_codex":0.48357466,"about_ca_topic_score_gemma":0.5330574,"teacher_disagreement_score":0.17842945,"about_ca_system_score_codex":0.011909637,"about_ca_system_score_gemma":0.005063225,"threshold_uncertainty_score":0.99992436},"labels":[],"label_agreement":null},{"id":"W2216709868","doi":"10.1007/978-0-387-36320-2_2","title":"Sociology, Psychiatry, and the Production of Knowledge about Mental Illness and Its Treatment","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mental illness; Psychiatry; Knowledge production; Production (economics); Psychology; Psychotherapist; Sociology; Social science; Computer science; Mental health; Knowledge management; Economics","score_opus":0.053517890137439704,"score_gpt":0.38002972764892173,"score_spread":0.32651183751148205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216709868","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06781612,0.075673185,0.0000012663805,0.0013917411,0.0046710297,0.0024879263,0.000053241467,0.000043100714,0.84786236],"genre_scores_gemma":[0.26969066,0.004539319,0.00003137153,0.00011951259,0.00051961263,0.00010228319,0.00006897002,0.000039445116,0.7248888],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986958,0.00006208026,0.00041936888,0.00049349695,0.00009004933,0.00023922916],"domain_scores_gemma":[0.999249,0.00011448809,0.00026652095,0.00025240725,0.000040285573,0.00007733241],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028613248,0.00035505104,0.00051578454,0.00011468085,0.00030061314,0.000008165249,0.00008983651,0.00035450893,0.0013783226],"category_scores_gemma":[0.0000026286248,0.00020331058,0.000095332936,0.000017673614,0.00064415066,0.000038971688,0.00005654612,0.0001582691,0.0000882255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093925005,0.0003249004,0.0006613837,0.0001958941,0.00056604185,0.000002906999,0.0059699765,1.0587039e-8,0.000003207576,0.8589014,0.0039061327,0.12852891],"study_design_scores_gemma":[0.04818623,0.007560798,0.03345664,0.001970674,0.0038998073,0.0008774051,0.008362103,0.000027644164,0.00073711894,0.09721908,0.7941623,0.0035402295],"about_ca_topic_score_codex":0.00014775971,"about_ca_topic_score_gemma":0.00045060067,"teacher_disagreement_score":0.79025614,"about_ca_system_score_codex":0.00008444052,"about_ca_system_score_gemma":0.000027585009,"threshold_uncertainty_score":0.99953455},"labels":[],"label_agreement":null},{"id":"W2219397953","doi":"10.3138/jmvfh.2014-01","title":"Epidemiology of generalized anxiety disorder in Canadian military personnel","year":2015,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Canadian Armed Forces; University of Manitoba","funders":"","keywords":"Generalized anxiety disorder; Mental health; Anxiety; Psychiatry; Logistic regression; Epidemiology; Military personnel; Odds ratio; National Comorbidity Survey; Demography; Odds; Psychology; Medicine; Gerontology; Clinical psychology; Geography","score_opus":0.09428291907834498,"score_gpt":0.3911739350162276,"score_spread":0.29689101593788264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219397953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78125507,0.21509236,0.000012212912,0.002305336,0.00071734,0.00024647053,0.00004831863,0.000003343394,0.00031955141],"genre_scores_gemma":[0.98432446,0.008356719,0.0014487834,0.0056199757,0.00014345539,0.0000067247124,0.000019634512,0.000014670586,0.000065609995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968754,0.00091959775,0.0011920605,0.00022796162,0.00014163574,0.00064335583],"domain_scores_gemma":[0.99827814,0.00016911913,0.00022780406,0.00019678242,0.00007881441,0.001049349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027404528,0.00018216617,0.000790814,0.0003812046,0.000094346906,5.0615347e-7,0.00017025019,0.0001325875,0.000058789294],"category_scores_gemma":[0.0000658714,0.00014675144,0.00011510271,0.00016788495,0.000110836205,0.00013236339,0.000018389386,0.00031994013,0.0000060208345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095742615,0.00029237854,0.94779944,0.00015361384,0.00006368811,0.00007652281,0.015321369,0.000035833826,0.0000048698394,0.00020837912,0.008609402,0.026477057],"study_design_scores_gemma":[0.005108237,0.0020928013,0.97392625,0.00013937261,0.000015535576,0.00018948081,0.012173506,0.00027421836,3.3477104e-7,0.0006141436,0.0053223656,0.00014372804],"about_ca_topic_score_codex":0.7459688,"about_ca_topic_score_gemma":0.27730826,"teacher_disagreement_score":0.4686606,"about_ca_system_score_codex":0.0002984575,"about_ca_system_score_gemma":0.00045250583,"threshold_uncertainty_score":0.735879},"labels":[],"label_agreement":null},{"id":"W2222808598","doi":"10.1186/s13002-015-0075-6","title":"Forming a joint dialogue among faith healers, traditional healers and formal health workers in mental health in a Kenyan setting: towards common grounds","year":2016,"lang":"en","type":"article","venue":"Journal of Ethnobiology and Ethnomedicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada; Government of Canada","keywords":"Kenya; Faith; Mental health; Traditional medicine; Medicine; Socioeconomics; Sociology; Psychiatry; Political science","score_opus":0.06278798047084594,"score_gpt":0.35971779421130556,"score_spread":0.2969298137404596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222808598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90180004,0.005699923,0.000064873806,0.09090952,0.00079254305,0.00047714493,0.000042495583,0.000010536839,0.00020290067],"genre_scores_gemma":[0.993718,0.0019109172,0.00020868015,0.003738707,0.0002647426,0.00002075119,0.00005721943,0.000016379383,0.000064570275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968719,0.00048244113,0.0013558412,0.00030762787,0.00016260169,0.0008195864],"domain_scores_gemma":[0.998346,0.00029984972,0.0007725385,0.00011935365,0.000024381183,0.00043787775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034752027,0.0002588743,0.00093094737,0.00062938826,0.0002573333,0.000008855038,0.000127431,0.00022562266,0.000083183215],"category_scores_gemma":[0.000032746706,0.00016704331,0.000067736175,0.00023611606,0.0005601257,0.00036865822,0.00005313491,0.0006868514,0.0000013988675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014816654,0.00041944208,0.7146295,0.00017999703,0.00009594892,0.000098172735,0.022172404,9.1170926e-7,0.00006767286,0.00040802598,0.004532148,0.25591412],"study_design_scores_gemma":[0.010130089,0.0040872516,0.9708379,0.0014876229,0.000009488984,0.00051505596,0.011062577,0.000012241527,0.0000053996,0.0010334398,0.0006546206,0.00016433357],"about_ca_topic_score_codex":0.0042418023,"about_ca_topic_score_gemma":0.0056644864,"teacher_disagreement_score":0.2562084,"about_ca_system_score_codex":0.0004926255,"about_ca_system_score_gemma":0.00020279185,"threshold_uncertainty_score":0.68118286},"labels":[],"label_agreement":null},{"id":"W2226349369","doi":"10.1186/s12888-015-0706-4","title":"The effectiveness of interventions targeting the stigma of mental illness at the workplace: a systematic review","year":2016,"lang":"en","type":"review","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":569,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"European Commission","keywords":"Stigma (botany); Mental illness; Psychological intervention; Psychiatry; Psychology; Clinical psychology; MEDLINE; Psychotherapist; Medicine; Mental health","score_opus":0.04548029795134881,"score_gpt":0.4219363913149273,"score_spread":0.37645609336357844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226349369","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000049165676,0.98139924,0.000029543055,0.00018651137,0.0054848986,0.011173739,0.00019147272,0.000020213012,0.0014651886],"genre_scores_gemma":[0.00020528908,0.99221325,0.00001503167,0.000046499215,0.00016165727,0.004282478,0.00007330549,0.00005910873,0.002943396],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98952365,0.007185268,0.0020888466,0.00041846954,0.00037920353,0.0004045649],"domain_scores_gemma":[0.99166936,0.0041189655,0.0026317048,0.0014566635,0.00006443806,0.00005887861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059835706,0.00048589002,0.0022255515,0.00006382513,0.0008604737,0.000024261786,0.0013341178,0.00018440589,0.00050171453],"category_scores_gemma":[0.00017872678,0.00016476748,0.0017876544,0.0004476703,0.0003194975,0.0000437174,0.00028461253,0.0003119183,0.0002611819],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007507007,0.00018403193,0.00017566234,0.964614,0.0007467226,2.1512182e-7,0.000058782432,1.8665464e-8,3.662691e-8,0.003294921,0.0064395047,0.024411071],"study_design_scores_gemma":[0.0004468439,0.00007795344,0.000080380545,0.93770546,0.0031249658,0.00003997763,0.00031367294,1.1849707e-7,4.4226226e-7,0.00015879468,0.05784563,0.00020576191],"about_ca_topic_score_codex":0.00002924673,"about_ca_topic_score_gemma":0.00007783893,"teacher_disagreement_score":0.051406126,"about_ca_system_score_codex":0.00017443993,"about_ca_system_score_gemma":0.00012966259,"threshold_uncertainty_score":0.6719023},"labels":[],"label_agreement":null},{"id":"W2227796312","doi":"10.3389/fpsyt.2015.00166","title":"Beyond Scientism and Skepticism: An Integrative Approach to Global Mental Health","year":2015,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; NeuroDevNet","funders":"South African Medical Research Council","keywords":"Skepticism; Scientism; Mental illness; Mental health; Causality (physics); Context (archaeology); Psychology; Psychiatry; Poverty; Global mental health; Intervention (counseling); Medicine; Sociology; Political science; Epistemology; Social science","score_opus":0.04021231239286766,"score_gpt":0.424696685677013,"score_spread":0.38448437328414536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2227796312","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008077786,0.9280751,0.00037330188,0.00027791408,0.037595052,0.0032938132,0.0007912315,0.00005563377,0.02945719],"genre_scores_gemma":[0.00001510368,0.9369827,0.057137687,0.0012256374,0.0005526308,0.000631333,0.0015055719,0.000085172345,0.0018642001],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959288,0.0006153358,0.0009275307,0.001292419,0.0003692566,0.00086661027],"domain_scores_gemma":[0.9981133,0.000009708823,0.00040735697,0.0006324304,0.000024363797,0.00081285083],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078519573,0.0006996382,0.0020300704,0.00050097733,0.00026897257,0.00009718566,0.00063376693,0.00041018156,0.00004545779],"category_scores_gemma":[0.0000041323547,0.0005555289,0.00017954635,0.0010568994,0.00017475898,0.0001975502,0.00015187889,0.00051066955,0.00008232502],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033346736,0.00058505574,0.0007355341,0.0013820217,0.00008404333,0.0000020724376,0.0012285587,2.5993291e-8,2.0301312e-10,0.0030271646,0.36277625,0.6301459],"study_design_scores_gemma":[0.0014385273,0.00074093277,0.0003043623,0.0038025435,0.00015577079,0.00009477691,0.0057064723,0.0000069426183,2.959434e-9,0.0044344603,0.9826561,0.0006591105],"about_ca_topic_score_codex":0.00034652103,"about_ca_topic_score_gemma":0.00019716959,"teacher_disagreement_score":0.6294868,"about_ca_system_score_codex":0.0011179869,"about_ca_system_score_gemma":0.00051650533,"threshold_uncertainty_score":0.99968964},"labels":[],"label_agreement":null},{"id":"W2230233271","doi":"10.1007/s00127-015-1166-3","title":"The association between major depression prevalence and sex becomes weaker with age","year":2016,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Hotchkiss Brain Institute","keywords":"Demography; Epidemiology; Negative binomial distribution; Depression (economics); Statistic; Medicine; Psychology; Statistics; Mathematics","score_opus":0.033717143132704144,"score_gpt":0.3685712098511018,"score_spread":0.3348540667183977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2230233271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9331423,0.016600737,0.00022446862,0.039512124,0.0025451274,0.0007575635,0.00006963229,0.00009812684,0.0070499093],"genre_scores_gemma":[0.9851052,0.0018280587,0.0004629301,0.0011574089,0.0019446235,0.00014766153,0.00001291332,0.00003148961,0.009309691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965812,0.0012278387,0.00062946655,0.0006529168,0.00015004618,0.00075853855],"domain_scores_gemma":[0.99592054,0.0029970359,0.00060602895,0.00026592315,0.000027304828,0.00018318143],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018995168,0.00029556607,0.0005184133,0.00007709965,0.0015450523,0.000024754861,0.00021715224,0.00042862966,0.00012270307],"category_scores_gemma":[0.00008514871,0.00015094734,0.00009042562,0.0002015727,0.00030089068,0.00012362975,0.00006421109,0.00029569148,0.0000438726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018166078,0.00006291357,0.9311157,0.00006362677,0.00020320389,0.0000011449686,0.00023849522,8.43417e-9,6.082479e-7,0.017459305,0.011252051,0.039421264],"study_design_scores_gemma":[0.0019877541,0.0003008033,0.9576913,0.000037019352,0.000198839,0.000010029524,0.00020192457,3.43451e-7,5.718273e-7,0.029061656,0.010290528,0.00021922856],"about_ca_topic_score_codex":0.00015562343,"about_ca_topic_score_gemma":0.000247054,"teacher_disagreement_score":0.051962912,"about_ca_system_score_codex":0.00006236734,"about_ca_system_score_gemma":0.000033451248,"threshold_uncertainty_score":0.9997548},"labels":[],"label_agreement":null},{"id":"W2235607867","doi":"","title":"ANALYSIS OF SUICIDAL ATTEMPTS INSCHIZOPHRENICS\" N ASRAM HOSPITAL, ELURU","year":2015,"lang":"en","type":"article","venue":"Indian Journal Of Applied Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Psychiatry; Medicine; Outpatient clinic; Suicide attempt; Diagnosis of schizophrenia; Major depressive disorder; Suicide prevention; Clinical psychology; Psychology; Poison control; Psychosis; Medical emergency; Internal medicine; Mood","score_opus":0.1227266907788928,"score_gpt":0.4620479719159138,"score_spread":0.339321281137021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2235607867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764917,0.0005414299,0.000011527386,0.0005473369,0.00041284625,0.00033259392,0.000018718258,0.000006787185,0.021637088],"genre_scores_gemma":[0.9990059,0.00002586671,0.00022556043,0.000047227557,0.000285129,0.000019191843,0.000014727239,0.000021269327,0.0003551353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969041,0.00025158323,0.0007986321,0.00023473098,0.0012186448,0.00059231883],"domain_scores_gemma":[0.997743,0.00029343393,0.00046682166,0.00039403117,0.0005171297,0.0005856019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031936408,0.00014814622,0.0005712934,0.0018324322,0.00013686527,0.00004973749,0.00067303586,0.0001687688,0.0007875397],"category_scores_gemma":[0.000054266435,0.0001181982,0.00020729301,0.0021086857,0.00023139671,0.000115172086,0.000097117816,0.00079897064,0.00021041324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016914664,0.009588426,0.48743784,0.00034801968,0.018314678,0.0049615335,0.083048336,0.00044923008,0.0010808224,0.02418371,0.06477157,0.28890115],"study_design_scores_gemma":[0.03081528,0.015476091,0.83524877,0.00029815614,0.0023525842,0.00025641796,0.07375398,0.00014281922,0.010706827,0.015968148,0.013483877,0.0014970303],"about_ca_topic_score_codex":0.00022814877,"about_ca_topic_score_gemma":0.000072213006,"teacher_disagreement_score":0.34781095,"about_ca_system_score_codex":0.00018759254,"about_ca_system_score_gemma":0.0002643794,"threshold_uncertainty_score":0.86230075},"labels":[],"label_agreement":null},{"id":"W2235732843","doi":"10.1177/070674370204700902","title":"The National Survey of Mental Health and Well-Being in Australia: Impact on Policy","year":2002,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; CIDI; National Comorbidity Survey; Population; Prevalence; Medicine; Psychiatry; Prevalence of mental disorders; National Health Interview Survey; Psychological intervention; Substance abuse; Rehabilitation; Gerontology; Demography; Environmental health","score_opus":0.061702348787132086,"score_gpt":0.4074762677735215,"score_spread":0.34577391898638943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2235732843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9470135,0.0019089954,1.0519487e-7,0.04512869,0.0009453744,0.00016267042,0.00004318876,9.685049e-7,0.004796493],"genre_scores_gemma":[0.99777406,0.00009836956,0.000016788275,0.0012064602,0.0002062055,0.0000013397918,0.000003315807,0.0000075827297,0.00068584475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875087,0.00030499982,0.0003926932,0.00007271542,0.00017300592,0.00030573507],"domain_scores_gemma":[0.9991167,0.00011901863,0.00029706917,0.00008988784,0.00004023267,0.0003370934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001056235,0.000093119714,0.00014991224,0.00022395434,0.00036737625,0.000029802113,0.0002044266,0.000041871484,0.0003490974],"category_scores_gemma":[0.00002204997,0.00004678831,0.0000487781,0.00024245895,0.000101118574,0.000048096634,0.000004547701,0.00025266365,0.000019655461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001767447,0.00009350163,0.89691794,0.000011612013,0.00009266952,0.0000044186663,0.0034871385,0.000010148319,2.557199e-7,0.018493777,0.07569572,0.005016083],"study_design_scores_gemma":[0.00090497,0.00048108256,0.99136895,0.00007721442,0.0000032863907,0.000098665085,0.00036856584,0.000009076639,8.3690924e-7,0.0059615243,0.0006738694,0.00005198244],"about_ca_topic_score_codex":0.22531752,"about_ca_topic_score_gemma":0.5942178,"teacher_disagreement_score":0.36890027,"about_ca_system_score_codex":0.00034322657,"about_ca_system_score_gemma":0.000596172,"threshold_uncertainty_score":0.7798411},"labels":[],"label_agreement":null},{"id":"W223611783","doi":"10.1177/070674370805301011","title":"Trends in Antidepressant Prescriptions among the Elderly in Alberta during 1997 to 2004","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Government of Alberta","keywords":"Medical prescription; Antidepressant; Medicine; Psychiatry; Demography; Gerontology; Psychology; Pharmacology; Sociology","score_opus":0.023798038530681565,"score_gpt":0.30141971083671965,"score_spread":0.27762167230603807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W223611783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9626,0.0014877152,9.134006e-7,0.028526692,0.0018959888,0.00018680857,0.000010252335,0.000002326784,0.005289321],"genre_scores_gemma":[0.9952022,0.000013684492,0.000050033093,0.00047988773,0.00033297978,0.000016721386,0.0000021249007,0.000015532742,0.0038868652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986323,0.00016844824,0.00047408981,0.00013451837,0.00013172341,0.00045889488],"domain_scores_gemma":[0.9991417,0.000045347457,0.00015993686,0.00030079656,0.000019975128,0.00033223658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028386374,0.00012700711,0.00018082547,0.00054185936,0.00045018664,0.00003192388,0.00048817694,0.000068674955,0.00064758],"category_scores_gemma":[0.000010456052,0.000078683406,0.000085035346,0.0005438358,0.00010204493,0.00012505689,0.000010855452,0.00044856375,0.000039698458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006971894,0.000073263975,0.96850693,0.000005253579,0.000031748103,0.00016411993,0.00526992,0.00011330764,0.0000014355264,0.0012921011,0.022808647,0.0016635236],"study_design_scores_gemma":[0.00090758776,0.00012955355,0.99573994,0.000102035134,0.000013905118,0.00029194384,0.00072768284,0.0000029291944,0.0000039583806,0.0006356153,0.0013585787,0.00008625019],"about_ca_topic_score_codex":0.40883008,"about_ca_topic_score_gemma":0.9764602,"teacher_disagreement_score":0.5676302,"about_ca_system_score_codex":0.00017559246,"about_ca_system_score_gemma":0.00028063107,"threshold_uncertainty_score":0.7090547},"labels":[],"label_agreement":null},{"id":"W2252462520","doi":"10.1016/j.psym.2016.01.005","title":"Time to Consultation-Liaison Psychiatry Service Referral as a Predictor of Length of Stay","year":2016,"lang":"en","type":"article","venue":"Psychosomatics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Interquartile range; Medicine; Charlson comorbidity index; Referral; Comorbidity; Logistic regression; Spearman's rank correlation coefficient; Internal medicine; Psychiatry; Family medicine; Statistics","score_opus":0.02971916940258737,"score_gpt":0.35818134131439944,"score_spread":0.32846217191181204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252462520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716431,0.00012717921,0.00013435243,0.0032990514,0.0009261745,0.0007438775,0.00020060423,0.000052689535,0.02287296],"genre_scores_gemma":[0.9864179,0.000016147973,0.0050470955,0.00087405543,0.00012564675,0.00010353382,0.000023642991,0.00003754888,0.007354412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984469,0.000085346255,0.00067030446,0.0002514647,0.00027207925,0.00027392586],"domain_scores_gemma":[0.99861115,0.00023888012,0.00035280592,0.00048648543,0.00015246982,0.00015817751],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001393685,0.00017171304,0.00031713725,0.0001259472,0.00004600506,0.0000053179233,0.0002695508,0.000113348484,0.0051105507],"category_scores_gemma":[0.000040060986,0.00012175156,0.00005567469,0.00032858807,0.00005564181,0.00009062383,0.000027608758,0.000054744552,0.0027991657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009060965,0.01573345,0.4106283,0.0050490443,0.0025409427,0.000016885702,0.080628335,0.000011679909,0.016435485,0.05283132,0.25753865,0.14952499],"study_design_scores_gemma":[0.05428536,0.010742688,0.8207497,0.007940977,0.000936417,0.00007255022,0.010927908,0.00044136355,0.010338186,0.03938489,0.041607216,0.002572729],"about_ca_topic_score_codex":0.000100186975,"about_ca_topic_score_gemma":0.000026788033,"teacher_disagreement_score":0.41012144,"about_ca_system_score_codex":0.000032623313,"about_ca_system_score_gemma":0.00003966105,"threshold_uncertainty_score":0.99797726},"labels":[],"label_agreement":null},{"id":"W2253314868","doi":"","title":"La prise en charge des troubles de santé mentale par les omnipraticiens du Québec","year":2012,"lang":"fr","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03235897245158292,"score_gpt":0.3052188726853078,"score_spread":0.27285990023372486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253314868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89775926,0.03990089,0.00008531924,0.0026355362,0.0026166686,0.0011652473,0.00012004602,0.00013368095,0.055583373],"genre_scores_gemma":[0.96885777,0.0035473686,0.00047532565,0.00056862005,0.0020136617,0.0002835885,0.00004733905,0.00012415428,0.024082156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930945,0.0021026984,0.00062781275,0.000530068,0.00029141142,0.0033535135],"domain_scores_gemma":[0.99753535,0.00044835595,0.00026003493,0.00047184122,0.000042682186,0.0012417116],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014325511,0.00053315074,0.00045705886,0.00010415403,0.000625701,0.00014746925,0.00047930918,0.0002679088,0.005735425],"category_scores_gemma":[0.00015961925,0.0004907219,0.00016965263,0.00033187686,0.0006235936,0.0005469952,0.00015801843,0.00047269365,0.0021553678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023157035,0.0032708698,0.65019655,0.00034623954,0.00021554582,0.00019174334,0.07534274,0.0000010431694,0.0003176565,0.0032666312,0.01728006,0.24933937],"study_design_scores_gemma":[0.0018392258,0.000114851675,0.5154357,0.00011516178,0.00019824864,0.00016508394,0.0011311452,0.000011589253,0.0029075826,0.000030211391,0.47768784,0.00036337602],"about_ca_topic_score_codex":0.011949033,"about_ca_topic_score_gemma":0.0012716819,"teacher_disagreement_score":0.46040776,"about_ca_system_score_codex":0.0011465413,"about_ca_system_score_gemma":0.00021374565,"threshold_uncertainty_score":0.9997544},"labels":[],"label_agreement":null},{"id":"W2254701336","doi":"10.1055/s-0029-1223337","title":"Das Inventar Subjektiver Stigmaerfahrungen (ISE): Ein neues Instrument zur quantitativen Erfassung subjektiven Stigmas","year":2009,"lang":"de","type":"article","venue":"Psychiatrische Praxis","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Gynecology; Psychology; Medicine","score_opus":0.04208921281632989,"score_gpt":0.3746281194040944,"score_spread":0.3325389065877645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254701336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83526945,0.096501395,0.0003471218,0.025089737,0.0127575435,0.0055319774,0.00093155866,0.00046236767,0.023108829],"genre_scores_gemma":[0.977713,0.0050676228,0.003390257,0.0036972393,0.002711184,0.00026006336,0.00081325043,0.00020299367,0.0061444147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98942244,0.0020134258,0.0022527806,0.0025232132,0.0013224866,0.0024656337],"domain_scores_gemma":[0.99493074,0.00048323884,0.0014057823,0.0017837214,0.00024207021,0.001154423],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0015660396,0.0016887186,0.0016953703,0.0008128062,0.0013587282,0.0003609071,0.0015609249,0.0009090234,0.005007137],"category_scores_gemma":[0.00009575427,0.0016526635,0.0007465904,0.0015000103,0.0004379526,0.0009447497,0.00029297642,0.0016448122,0.00969658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0133263925,0.019296594,0.37107584,0.0014664198,0.0070939674,0.0006437785,0.024788495,0.000049446175,0.00133794,0.04648324,0.2448505,0.2695874],"study_design_scores_gemma":[0.022609359,0.011151098,0.4933267,0.0011727015,0.0035936618,0.00004295001,0.0048142294,0.00042850897,0.0031669552,0.012201386,0.44320744,0.0042850273],"about_ca_topic_score_codex":0.0032403178,"about_ca_topic_score_gemma":0.00040913039,"teacher_disagreement_score":0.26530236,"about_ca_system_score_codex":0.0006465285,"about_ca_system_score_gemma":0.00034208642,"threshold_uncertainty_score":0.99994135},"labels":[],"label_agreement":null},{"id":"W2257461638","doi":"10.18192/riss-ijhs.v4i1.1221","title":"Reducing the Global Burden of Depression","year":2014,"lang":"en","type":"article","venue":"Revue interdisciplinaire des sciences de la santé - Interdisciplinary Journal of Health Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Depression (economics); Pharmacotherapy; Medicine; Intensive care medicine; Burden of disease; Psychiatry; Adverse effect; Disease; Pharmacology; Internal medicine","score_opus":0.051426748347651666,"score_gpt":0.47456875274173266,"score_spread":0.423142004394081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257461638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.942798,0.0064393287,0.004104827,0.0045036725,0.0020042607,0.00033103288,0.0000092146865,0.000025619096,0.039784],"genre_scores_gemma":[0.9955913,0.000107940745,0.0035149266,0.000129771,0.0005393098,0.000014510524,7.3441464e-7,0.0000126315745,0.000088898734],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9939758,0.0020113636,0.0017840347,0.00056290854,0.0007446792,0.00092120847],"domain_scores_gemma":[0.99569523,0.0013436271,0.0021059476,0.00039519562,0.00015961444,0.0003003527],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01459094,0.00030932322,0.00072155206,0.00035740863,0.0038014345,0.00020254568,0.002409057,0.00012730587,0.00020409156],"category_scores_gemma":[0.00017938907,0.00018145723,0.0003386429,0.0013359968,0.0065808576,0.00069453253,0.0011170025,0.00043559444,0.000016015],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005185225,0.00074660766,0.10853887,0.00068938953,0.000118571894,0.000086326276,0.098430805,0.0037693488,0.00017987465,0.010859736,0.004471815,0.7715901],"study_design_scores_gemma":[0.0025729474,0.016011197,0.46892858,0.013816743,0.00017131837,0.011157221,0.13352574,0.0142410975,0.00056022994,0.33743882,0.0006440495,0.0009320513],"about_ca_topic_score_codex":0.0002642733,"about_ca_topic_score_gemma":0.000074573225,"teacher_disagreement_score":0.7706581,"about_ca_system_score_codex":0.00052092277,"about_ca_system_score_gemma":0.00038649238,"threshold_uncertainty_score":0.9974955},"labels":[],"label_agreement":null},{"id":"W2259296233","doi":"10.1111/jasp.12376","title":"The stigma of seeking help for mental health issues: mediating roles of support and coping and the moderating role of symptom profile","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Social Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Mental health; Stressor; Mental illness; Coping (psychology); Social support; Clinical psychology; Help-seeking; Stigma (botany); Social psychology; Psychiatry","score_opus":0.025333473909255326,"score_gpt":0.39843412437038883,"score_spread":0.3731006504611335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259296233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98278135,0.0031106677,0.00042743803,0.010126518,0.00037547405,0.0009973975,0.000058126196,0.000005235712,0.00211778],"genre_scores_gemma":[0.9982258,0.00041381785,0.00067013333,0.00033454364,0.00027841757,0.00003288561,0.0000026008747,0.000014652634,0.000027155878],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99832237,0.00016089468,0.0009355434,0.00014262967,0.00018053925,0.0002579965],"domain_scores_gemma":[0.9974147,0.0006522999,0.0017039733,0.00009622006,0.00008089918,0.000051900588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014516504,0.00011702107,0.00052222854,0.00006013248,0.00040494723,0.000009086236,0.00016039843,0.00009623782,0.00002228965],"category_scores_gemma":[0.000024062463,0.00006173168,0.00007718396,0.000058127673,0.00043387045,0.00005168131,0.000040124538,0.00012099884,3.2058153e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008820464,0.00045896028,0.014261274,0.00043137113,0.0008271785,0.0000014207936,0.102935456,0.0000014688501,0.041303348,0.0993622,0.003984989,0.7276119],"study_design_scores_gemma":[0.16444203,0.014140472,0.12654747,0.0022233953,0.00094385043,0.00041137048,0.43804753,0.00066956185,0.038792614,0.2010818,0.011091423,0.0016084786],"about_ca_topic_score_codex":0.000030501176,"about_ca_topic_score_gemma":0.000026307516,"teacher_disagreement_score":0.7260034,"about_ca_system_score_codex":0.000026635906,"about_ca_system_score_gemma":0.000045643046,"threshold_uncertainty_score":0.31145677},"labels":[],"label_agreement":null},{"id":"W2263714542","doi":"10.1017/gmh.2015.11","title":"Systematic Medical Appraisal, Referral and Treatment (SMART) Mental Health Programme for providing innovative mental health care in rural communities in India","year":2015,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"School of Medicine, New York University; The Wellcome Trust DBT India Alliance; Grand Challenges Canada; Department of Biotechnology, Ministry of Science and Technology, India; Wellcome Trust; York University; World Health Organization","keywords":"Mental health; Referral; Mental health care; Medicine; Mental healthcare; Nursing; Family medicine; Psychiatry","score_opus":0.06949685042109562,"score_gpt":0.4251627214010119,"score_spread":0.3556658709799163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263714542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9240503,0.033730127,0.000027189546,0.015013976,0.0027961181,0.021037722,0.002219831,0.00019287321,0.00093188445],"genre_scores_gemma":[0.9845639,0.00088012626,0.0010092566,0.004351965,0.0001370937,0.0028495467,0.0059984517,0.00007668218,0.00013301385],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9917669,0.0018545068,0.0023965966,0.00073229556,0.00091844454,0.0023312476],"domain_scores_gemma":[0.99659806,0.00018560486,0.0010184828,0.0005264522,0.00009036423,0.0015810422],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027725736,0.0008136099,0.0018592534,0.0003921794,0.0008751989,0.0001195202,0.0004675212,0.00027177404,0.000018309065],"category_scores_gemma":[0.000049597962,0.0007178601,0.00012468814,0.00092700234,0.000319268,0.0003930844,0.00029945362,0.00047603293,0.000022981803],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006833054,0.008421173,0.23741448,0.024217702,0.00053177465,0.000071254486,0.35129884,7.6165963e-7,0.0000013743738,0.020104242,0.035005163,0.31610015],"study_design_scores_gemma":[0.05369165,0.028342618,0.06858199,0.017325379,0.000030259875,0.0006687309,0.8205061,0.0005810084,0.000013319698,0.00006550374,0.008696555,0.0014968822],"about_ca_topic_score_codex":0.03827552,"about_ca_topic_score_gemma":0.015777582,"teacher_disagreement_score":0.46920726,"about_ca_system_score_codex":0.015105024,"about_ca_system_score_gemma":0.00214815,"threshold_uncertainty_score":0.9995273},"labels":[],"label_agreement":null},{"id":"W226410120","doi":"10.1177/070674371305800508","title":"Obstacles de l'accès au traitement rapportés par des personnes aux prises avec un trouble anxieux","year":2013,"lang":"fr","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais; Institut universitaire en santé mentale de Montréal; Université du Québec à Montréal; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Humanities; Art; Psychology; Political science","score_opus":0.04326532175820982,"score_gpt":0.3193510112743927,"score_spread":0.2760856895161829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W226410120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84278435,0.048626397,0.000030439094,0.09420733,0.00816843,0.0006334539,0.000058353016,0.000010524684,0.00548073],"genre_scores_gemma":[0.9817432,0.00041000333,0.0041165357,0.0030223015,0.0022800567,0.000042335374,0.000008630495,0.00006740674,0.0083095245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99640906,0.00056799036,0.000995323,0.00027638185,0.00029087713,0.0014603512],"domain_scores_gemma":[0.99679047,0.00011684996,0.0007211042,0.00042025652,0.00021257078,0.0017387699],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010447691,0.00041496067,0.0004893944,0.00030268542,0.001725213,0.0002956678,0.0008435306,0.00027984273,0.012332465],"category_scores_gemma":[0.000026429272,0.00031321667,0.00036095464,0.00031666504,0.00069034565,0.0004653256,0.000019986614,0.00067590113,0.0004428764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015713043,0.0006087428,0.5309551,0.0003924701,0.00096839626,0.00024687903,0.043369178,0.000017626317,0.00002389494,0.009837621,0.18390155,0.22952145],"study_design_scores_gemma":[0.004432417,0.0012882957,0.84533775,0.00096994353,0.00075366214,0.0019982147,0.029260555,0.00004802604,0.00012356744,0.061140172,0.054008514,0.000638883],"about_ca_topic_score_codex":0.26133934,"about_ca_topic_score_gemma":0.6567558,"teacher_disagreement_score":0.3954165,"about_ca_system_score_codex":0.0009434007,"about_ca_system_score_gemma":0.0052101347,"threshold_uncertainty_score":0.999932},"labels":[],"label_agreement":null},{"id":"W2265358158","doi":"10.14288/1.0091120","title":"Culture, healing and spirituality and their influence on treatment programs for aboriginal offenders","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spirituality; Psychology; Psychotherapist; Criminology; Medicine; Alternative medicine","score_opus":0.025470445183063625,"score_gpt":0.2902251877445714,"score_spread":0.26475474256150777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265358158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99716634,0.0005427059,0.000049571194,0.0002265735,0.00006022013,0.00076857855,0.00011328317,0.00004080113,0.0010319288],"genre_scores_gemma":[0.9987854,0.00022517785,0.00026876488,0.00017328252,0.000021313443,0.0000035697994,0.000034972654,0.0000052358846,0.00048231217],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992209,0.000035958667,0.00009268599,0.0003498787,0.000067806264,0.0002327853],"domain_scores_gemma":[0.99958366,0.000033086755,0.000081115395,0.00013206706,0.000043289532,0.00012676664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008567944,0.000061385574,0.00022371115,0.000021991596,0.00030758564,0.000058207275,0.000079995734,0.00008122146,0.00001355729],"category_scores_gemma":[0.0000019589506,0.00013730027,0.000051993276,0.00008034086,0.00014791652,0.00013984459,0.000009646944,0.00005232637,0.0000021040796],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009967407,0.000462916,0.02042962,0.0000500452,0.000041470295,0.00002613502,0.0014627412,3.127869e-7,0.000020281033,0.0000398347,0.0003938131,0.9769732],"study_design_scores_gemma":[0.002741097,0.001712422,0.9900748,0.0001098942,0.000029646031,0.000029051555,0.0026418355,0.000014758121,0.0000021209758,0.00088921236,0.0016280381,0.00012712395],"about_ca_topic_score_codex":0.037283927,"about_ca_topic_score_gemma":0.03764611,"teacher_disagreement_score":0.97684604,"about_ca_system_score_codex":0.00007451599,"about_ca_system_score_gemma":0.000016614247,"threshold_uncertainty_score":0.97991437},"labels":[],"label_agreement":null},{"id":"W2266505380","doi":"","title":"A New Priority for Mental Health","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exchequer; Mental health; Anxiety; Depression (economics); Quarter (Canadian coin); Psychiatry; Great Depression; Mental illness; Medicine; Psychology; Public relations; Political science; Business; Economics; History; Politics; Law","score_opus":0.11969243200491861,"score_gpt":0.47698961098989556,"score_spread":0.3572971789849769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266505380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6163903,0.0047435923,0.000024054487,0.013419354,0.009789181,0.01642089,0.0014332939,0.00019452217,0.33758482],"genre_scores_gemma":[0.7893695,0.016667616,0.012650684,0.0020301132,0.0046740044,0.005983069,0.003726086,0.00049224286,0.16440664],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963486,0.00035400616,0.0007586182,0.0010744375,0.00022884952,0.001235477],"domain_scores_gemma":[0.9977774,0.00027016367,0.0002772106,0.00093480106,0.00006786535,0.00067255297],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002599249,0.00032587603,0.0006858354,0.0003610354,0.00026348216,0.000097447446,0.0006795262,0.0004389554,0.0004781698],"category_scores_gemma":[0.000064286745,0.00034346897,0.00017012517,0.00008719488,0.00010512187,0.00007087342,0.0007195933,0.0011445127,0.000072263945],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000712686,0.0004116643,0.0043679634,0.0003215584,0.00012080952,0.000009617,0.0026573075,0.000024437304,0.000001271876,0.0013161907,0.02381265,0.96624386],"study_design_scores_gemma":[0.014365061,0.0023916825,0.020919055,0.0008574359,0.000023810446,0.000036098958,0.0054053976,0.0014253662,0.000048020178,0.025442919,0.9276093,0.0014758226],"about_ca_topic_score_codex":0.0022970957,"about_ca_topic_score_gemma":0.0016813115,"teacher_disagreement_score":0.964768,"about_ca_system_score_codex":0.0030905968,"about_ca_system_score_gemma":0.0016344899,"threshold_uncertainty_score":0.9999017},"labels":[],"label_agreement":null},{"id":"W2266590057","doi":"","title":"Primary mental health care visits in self-reported data versus provincial administrative records.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Reimbursement; Medicine; Population; Medical record; Family medicine; Health care; Psychiatry; Environmental health","score_opus":0.20311566164252626,"score_gpt":0.39695803408573305,"score_spread":0.1938423724432068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266590057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78421915,0.0011665302,0.0000014376263,0.00055091595,0.0037661975,0.0051820674,0.00043960806,0.00017926974,0.20449485],"genre_scores_gemma":[0.9949458,0.000037091904,0.0003458346,0.00042867148,0.00017872071,0.0016921533,0.0015913169,0.000025482528,0.00075490656],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99788195,0.00017668173,0.00048225292,0.0006106385,0.00019872945,0.00064974395],"domain_scores_gemma":[0.9988209,0.000037561742,0.0002599505,0.0006188871,0.000022324744,0.00024036205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036079757,0.00019112123,0.00027099435,0.000098298835,0.00014546861,0.000017531438,0.00040049228,0.00009584648,0.0002187601],"category_scores_gemma":[0.000014682071,0.00017985335,0.00003017066,0.00019352218,0.000030268666,0.00027088262,0.00017034815,0.0001776612,0.000052331197],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004332483,0.0018843744,0.100914925,0.000165007,0.0003059956,0.0002670323,0.022684127,5.0720024e-9,3.741991e-7,0.00044254167,0.011475156,0.857528],"study_design_scores_gemma":[0.004957333,0.00040720674,0.9814056,0.000012487004,0.00003236515,0.000013801948,0.0022257112,8.808057e-7,0.000030174742,0.000011732731,0.010696931,0.00020578186],"about_ca_topic_score_codex":0.0022400098,"about_ca_topic_score_gemma":0.0057077315,"teacher_disagreement_score":0.88049066,"about_ca_system_score_codex":0.0004389381,"about_ca_system_score_gemma":0.00018344026,"threshold_uncertainty_score":0.73342067},"labels":[],"label_agreement":null},{"id":"W226884544","doi":"10.1177/070674371205700514","title":"Response to Evolution of Collaborative Mental Health Care in Canada: A Shared Vision for the Future","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Mental health; Psychology; Mental health care; Psychiatry","score_opus":0.011869935338926363,"score_gpt":0.3347338003496472,"score_spread":0.32286386501072084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W226884544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7494952,0.052702844,0.000010102415,0.18763171,0.008255218,0.001137709,0.0006248449,0.0000012560181,0.00014111234],"genre_scores_gemma":[0.99709487,0.000010300994,0.00037302222,0.0019245961,0.00048758465,0.000022783752,0.0000069347425,0.0000112572425,0.00006867761],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986438,0.0003284675,0.00039672336,0.000075887874,0.00016343249,0.00039165583],"domain_scores_gemma":[0.99888474,0.00010480032,0.00031772564,0.00017381528,0.00010992474,0.0004089788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087185734,0.000098735254,0.00018244995,0.00015147166,0.0004209076,0.000013297753,0.00027075261,0.000042076572,0.00011535679],"category_scores_gemma":[0.000013201388,0.000058823123,0.000049229984,0.00035323843,0.000029934532,0.000090774774,0.0000070525643,0.00016302113,0.0000028293207],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009039891,0.00011505402,0.3167215,0.000079722224,0.00016688176,0.000005344284,0.06760575,0.000028736542,0.000011623971,0.009929465,0.58084345,0.015452588],"study_design_scores_gemma":[0.0017106221,0.00087022886,0.831039,0.00014514608,0.000022300843,0.000031790947,0.10594505,0.000002790437,0.0000051509055,0.00015966823,0.059978407,0.000089829045],"about_ca_topic_score_codex":0.88244325,"about_ca_topic_score_gemma":0.9995664,"teacher_disagreement_score":0.520865,"about_ca_system_score_codex":0.0029455768,"about_ca_system_score_gemma":0.010832233,"threshold_uncertainty_score":0.9947754},"labels":[],"label_agreement":null},{"id":"W2269121397","doi":"10.7870/cjcmh-2012-0003","title":"The Development of a Questionnaire to Explore Stigma from the Perspective of Individuals With Serious Mental Illness","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Lakehead University; NOSM University; St. Joseph's Care Group","funders":"Canadian Mental Health Association","keywords":"Convergent validity; Mental illness; Concurrent validity; Psychology; Cronbach's alpha; Clinical psychology; Internal consistency; Stigma (botany); Content validity; Inter-rater reliability; Perspective (graphical); Psychiatry; Reliability (semiconductor); Test (biology); Test validity; Psychometrics; Mental health; Developmental psychology; Rating scale","score_opus":0.0783951995083727,"score_gpt":0.3870078813437781,"score_spread":0.3086126818354054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269121397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847682,0.0055866716,0.000017520775,0.0075243255,0.00075869914,0.00074072677,0.00016307383,0.0000036491008,0.00043713092],"genre_scores_gemma":[0.9986923,0.000040328316,0.00032787392,0.0007473216,0.00007782086,0.000024778656,0.000029181247,0.000018399063,0.000042006603],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9972973,0.0011083175,0.00069656974,0.00006760207,0.00032173505,0.000508481],"domain_scores_gemma":[0.99778056,0.00023129513,0.0006661002,0.00035314655,0.00015136281,0.0008175501],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017057956,0.00017366471,0.00034570112,0.00012689007,0.0023179897,0.0000220233,0.0006830121,0.00004880911,0.00011060886],"category_scores_gemma":[0.000024724539,0.000102342805,0.000057838286,0.0002511607,0.00022128667,0.00015811392,0.000057798552,0.0004936737,0.00000807076],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035199983,0.00039981268,0.12723161,0.00003746124,0.00031686117,0.0000021976355,0.80607486,0.0000011091691,0.000008835157,0.0015738454,0.0033198206,0.06068158],"study_design_scores_gemma":[0.0012509342,0.0008687366,0.5375879,0.0005761823,0.000024488872,0.00006196948,0.45173377,2.7197402e-7,0.00041966778,0.00022046761,0.007126175,0.00012947207],"about_ca_topic_score_codex":0.09547597,"about_ca_topic_score_gemma":0.21218643,"teacher_disagreement_score":0.41035625,"about_ca_system_score_codex":0.0011540636,"about_ca_system_score_gemma":0.0012309792,"threshold_uncertainty_score":0.9989809},"labels":[],"label_agreement":null},{"id":"W2271085980","doi":"10.7870/cjcmh-2002-0011","title":"Attitudes Et Croyances Des Montréalais Et Montréalaises à L'Égard Des Ex-Patients Psychiatriques Vivant Dans La Société","year":2002,"lang":"fr","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université Laval; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Psychology; Art","score_opus":0.06965794214354444,"score_gpt":0.39867301072928407,"score_spread":0.32901506858573965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271085980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8342302,0.115496606,0.000018909797,0.015491631,0.0026735966,0.000709885,0.000765916,0.000024390296,0.030588865],"genre_scores_gemma":[0.9635698,0.02621769,0.000986526,0.006480509,0.00020284925,0.0000146054535,0.000098497534,0.00008606909,0.0023434595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98969007,0.0067231357,0.0014949322,0.00023409701,0.00044447163,0.00141332],"domain_scores_gemma":[0.9944834,0.00062894775,0.0011558967,0.00054496195,0.00028198,0.002904822],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025591974,0.00059445476,0.0009973405,0.000485628,0.003927421,0.000266568,0.0010417855,0.00029373256,0.0019773182],"category_scores_gemma":[0.00009469968,0.0005863097,0.000360956,0.0003842089,0.0013089365,0.0009798919,0.00008940696,0.0019344268,0.000103543105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030327743,0.0055838507,0.43242574,0.0014998681,0.0005362703,0.00017812783,0.24581754,0.000024495786,0.0000034843977,0.0035389499,0.11178223,0.19830617],"study_design_scores_gemma":[0.008524499,0.0071744793,0.81037974,0.0045100697,0.00016804914,0.0009646913,0.050501835,0.000032712018,0.000041736315,0.005995577,0.11082947,0.0008771417],"about_ca_topic_score_codex":0.3931851,"about_ca_topic_score_gemma":0.8256112,"teacher_disagreement_score":0.43242607,"about_ca_system_score_codex":0.0032697902,"about_ca_system_score_gemma":0.0012072724,"threshold_uncertainty_score":0.9996588},"labels":[],"label_agreement":null},{"id":"W2271246315","doi":"10.1186/s13063-016-1191-x","title":"Task sharing for the care of severe mental disorders in a low-income country (TaSCS): study protocol for a randomised, controlled, non-inferiority trial","year":2016,"lang":"en","type":"article","venue":"Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; Dr. Everett Chalmers Regional Hospital","funders":"National Institute of Mental Health; Medical Research Council; Qatar National Research Fund; National Institutes of Health","keywords":"Medicine; Mental health; Psychiatry; Randomized controlled trial; Population; Schizoaffective disorder; Bipolar disorder; Family medicine; Mood; Psychosis","score_opus":0.07734271538799682,"score_gpt":0.4727128488640453,"score_spread":0.3953701334760485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271246315","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.224898,0.00004888186,0.000112759655,0.00017239637,0.00095892895,0.77298445,0.00037902375,0.000019939062,0.00042564492],"genre_scores_gemma":[0.4705222,0.0000018306658,0.000013573634,0.000017892147,0.00023578767,0.52894896,0.000008367145,0.000016934622,0.0002344819],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99691725,0.00049514504,0.0015238742,0.0004280022,0.00022088608,0.0004148722],"domain_scores_gemma":[0.99352396,0.0052179187,0.000730189,0.00040372045,0.00006136508,0.000062877494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004168581,0.0002601104,0.0014264358,0.0000929465,0.00021319954,0.000033890774,0.0003569921,0.000121173645,0.00036037512],"category_scores_gemma":[0.00048725985,0.0001273865,0.0003981537,0.00010812608,0.00005505056,0.00010917544,0.000057851237,0.000069723705,0.000008156904],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97026837,0.0014632222,0.009755184,0.00025463226,0.00040937206,0.000001010334,0.0026969044,0.0000010485884,0.000046011006,0.00010961332,0.00026353513,0.014731073],"study_design_scores_gemma":[0.9911592,0.002583587,0.002083135,0.00018352718,0.00019853067,4.4457542e-7,0.0021174382,0.000017105087,0.000054830263,0.00030933876,0.0011241549,0.0001687032],"about_ca_topic_score_codex":0.00058523635,"about_ca_topic_score_gemma":0.0011536361,"teacher_disagreement_score":0.24562418,"about_ca_system_score_codex":0.000153612,"about_ca_system_score_gemma":0.00007102339,"threshold_uncertainty_score":0.5194671},"labels":[],"label_agreement":null},{"id":"W2271592450","doi":"","title":"\"Weathering a Hidden Storm\": An Application of Andersen's Behavioral Model of Health, and Health Services Use for Those with Diagnosable Anxiety Disorder","year":2011,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Mood; Psychiatry; Psychology; Depression (economics); Population; Clinical psychology; Medicine; Environmental health","score_opus":0.036250112954271954,"score_gpt":0.28843833364632376,"score_spread":0.2521882206920518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271592450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953368,0.0003102978,0.0010675878,0.0000019309684,0.00010658076,0.0015168678,0.00034467524,0.00007557167,0.0012397352],"genre_scores_gemma":[0.9024249,0.0002715442,0.000505546,0.000015114792,0.000018980341,0.0000047987114,0.0014297098,0.000055369204,0.09527405],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9983244,0.000076100405,0.0003447998,0.0006642465,0.00021252164,0.00037796568],"domain_scores_gemma":[0.99800575,0.000037401354,0.001022077,0.0004116999,0.00021534743,0.00030772053],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000071867,0.00036255017,0.00060724665,0.0003841054,0.00047791144,0.000040467068,0.0003614011,0.00027417255,0.0000019120241],"category_scores_gemma":[8.2219975e-7,0.00040991153,0.00013081537,0.0002658455,0.000078701494,0.0014460044,0.000077837416,0.00016008521,7.862182e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011059747,0.0057843975,0.895284,0.0072199553,0.0007078177,0.000022365923,0.011585054,0.00012644763,0.000723041,0.0011122238,0.001242624,0.0651323],"study_design_scores_gemma":[0.014626952,0.011678699,0.15789324,0.0029806776,0.0012260547,0.000050255047,0.79321927,0.00029773058,0.00043227468,0.00020165487,0.014819264,0.0025739495],"about_ca_topic_score_codex":0.0071206526,"about_ca_topic_score_gemma":0.015243111,"teacher_disagreement_score":0.7816342,"about_ca_system_score_codex":0.00028692768,"about_ca_system_score_gemma":0.0002667494,"threshold_uncertainty_score":0.99983525},"labels":[],"label_agreement":null},{"id":"W2279189273","doi":"10.1093/ije/dyv297","title":"Psychiatric epidemiology: dimensions and categories","year":2015,"lang":"en","type":"letter","venue":"International Journal of Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Epidemiology; Psychiatric epidemiology; Psychiatry; Medicine; MEDLINE; Psychology; Biology; Pathology","score_opus":0.14822471285612412,"score_gpt":0.4668010549171461,"score_spread":0.3185763420610219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279189273","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007967738,0.03922652,0.0003331406,0.92120683,0.02634402,0.00025514833,0.00012809562,0.000026221964,0.0045122956],"genre_scores_gemma":[0.0116903195,0.0029461936,0.0041586403,0.9556269,0.019998398,0.00003795693,0.00046551327,0.000069688285,0.0050063767],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931692,0.002846325,0.002486944,0.00051007397,0.00028755455,0.0006999066],"domain_scores_gemma":[0.98691875,0.008706162,0.0030882964,0.00033933145,0.0006764948,0.00027098507],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005361636,0.0004260526,0.0016449819,0.00075413374,0.000099895224,0.000011141086,0.00089200534,0.0012699009,0.00085115246],"category_scores_gemma":[0.003490273,0.00031510042,0.00033595267,0.000109477405,0.00043306404,0.00014649527,0.0001759154,0.0024587438,0.00020479328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020950272,0.00007544023,0.039361075,0.000021447453,0.0008240763,0.0008415559,0.00014094952,0.0000029619932,3.251422e-7,0.0056792395,0.9430874,0.009756021],"study_design_scores_gemma":[0.0011487057,0.0004939157,0.009023879,0.0000698408,0.0001786978,0.0030403119,0.00006819593,0.0000072267812,3.1549138e-7,0.088032775,0.8977055,0.00023062518],"about_ca_topic_score_codex":0.00046966362,"about_ca_topic_score_gemma":0.000015328984,"teacher_disagreement_score":0.08235353,"about_ca_system_score_codex":0.00026533505,"about_ca_system_score_gemma":0.00015699191,"threshold_uncertainty_score":0.9999301},"labels":[],"label_agreement":null},{"id":"W2281510938","doi":"10.18553/jmcp.2007.13.9-a.1","title":"Shrinking Health Care Disparities in Women: The Depression Dilemma","year":2007,"lang":"en","type":"article","venue":"Journal of Managed Care Pharmacy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Royal College of Physicians and Surgeons of Canada; Kaiser Permanente","keywords":"Medicine; Dilemma; Depression (economics); Health care; Psychiatry; Gerontology; Economic growth","score_opus":0.032092387318229006,"score_gpt":0.4108677102546799,"score_spread":0.3787753229364509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281510938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966265,0.024546348,0.00005960126,0.002012352,0.0015928277,0.00034607135,0.000004704667,0.000015103617,0.0051579433],"genre_scores_gemma":[0.99533904,0.0003701199,0.00005432677,0.003646005,0.0004322166,0.000016805576,0.000004390345,0.000019214072,0.00011789542],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981327,0.00025429533,0.00061062304,0.00014749197,0.00032339882,0.0005314799],"domain_scores_gemma":[0.9989789,0.00017417266,0.00042913223,0.00017227948,0.000074408286,0.0001711227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010033203,0.00014787703,0.00026243858,0.00023028272,0.00029860716,0.000046876026,0.00036243635,0.00003166448,0.00023608847],"category_scores_gemma":[0.000008668284,0.000096894735,0.000088764966,0.00020729743,0.00003458622,0.00021510653,0.000068699745,0.0005459777,0.000012350637],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013252998,0.00015950117,0.15468416,0.00032363946,0.00007763588,0.0006697272,0.051906224,0.000021979116,0.000017395068,0.0002952102,0.0049388534,0.7855804],"study_design_scores_gemma":[0.010674618,0.0004390259,0.70940745,0.00067352894,0.000059088477,0.00020942777,0.14855678,0.0000054825077,0.000502789,0.00025783578,0.12886627,0.00034772197],"about_ca_topic_score_codex":0.0007694941,"about_ca_topic_score_gemma":0.00020578934,"teacher_disagreement_score":0.78523266,"about_ca_system_score_codex":0.00060914987,"about_ca_system_score_gemma":0.000039482504,"threshold_uncertainty_score":0.39512527},"labels":[],"label_agreement":null},{"id":"W2281657152","doi":"10.7870/cjcmh-2008-0020","title":"Findings from A Comparison of Mental Health Services in Primary Care and Outpatient Mental Health Services","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Primary care; Mental health; Medicine; Ambulatory care; Outpatient clinic; Mental illness; Primary health care; Family medicine; Nursing; Service (business); Health care; Psychiatry; Population; Environmental health","score_opus":0.046980095393138945,"score_gpt":0.36641528980181753,"score_spread":0.31943519440867857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281657152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9491224,0.041992284,6.729178e-7,0.004370117,0.0010754034,0.0012166543,0.0017726319,0.000012230451,0.00043760464],"genre_scores_gemma":[0.98985773,0.00162539,0.00029280622,0.0062297215,0.000055612614,0.00001051761,0.0018538854,0.000040402378,0.000033942953],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99479896,0.001592371,0.001884498,0.00024184959,0.00048349705,0.0009988354],"domain_scores_gemma":[0.996069,0.000106518746,0.001494511,0.00041837848,0.00007717411,0.0018344063],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009508679,0.0003935824,0.0013072862,0.000630216,0.002310522,0.00003632024,0.00069965544,0.0001389158,0.00016804303],"category_scores_gemma":[0.0000012767921,0.00039572135,0.0001263386,0.00034097038,0.00020690987,0.0003663044,0.0001230746,0.001117275,0.000010019301],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044841156,0.00082124455,0.4245606,0.0018022817,0.00008020841,0.000012348381,0.5491937,0.0000015067022,0.0000065796758,0.000035152254,0.0022965875,0.020741384],"study_design_scores_gemma":[0.006733194,0.006062264,0.68444324,0.003947642,0.000010447513,0.00018931425,0.29335076,0.000023221814,0.00004861156,0.00003928161,0.004844804,0.00030722172],"about_ca_topic_score_codex":0.54207134,"about_ca_topic_score_gemma":0.5427747,"teacher_disagreement_score":0.25988263,"about_ca_system_score_codex":0.00401384,"about_ca_system_score_gemma":0.0017789686,"threshold_uncertainty_score":0.99984944},"labels":[],"label_agreement":null},{"id":"W2282683722","doi":"10.1371/journal.pone.0150067","title":"Risk of Bias from Inclusion of Currently Diagnosed or Treated Patients in Studies of Depression Screening Tool Accuracy: A Cross-Sectional Analysis of Recently Published Primary Studies and Meta-Analyses","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; McGill University; Arthritis Society; Johns Hopkins University","keywords":"Medicine; MEDLINE; Meta-analysis; Depression (economics); Primary care; Inclusion (mineral); Internal medicine; Family medicine; Psychology","score_opus":0.4163251405783208,"score_gpt":0.4675650674616826,"score_spread":0.051239926883361764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282683722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882723,0.010008366,0.000007241737,0.000026302128,0.00004018109,0.0005697702,0.0010463963,0.0000099607005,0.00001949353],"genre_scores_gemma":[0.9959752,0.0031587572,0.0005017761,0.000011154851,0.0000105864665,0.00010559752,0.00016004458,0.000011314154,0.000065546126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967941,0.00055257237,0.001422744,0.0004313935,0.0006147916,0.00018441826],"domain_scores_gemma":[0.9935518,0.0036117518,0.0018007379,0.00035099755,0.00064089394,0.00004384015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061790907,0.00021922746,0.0018631372,0.00067098165,0.00011524462,0.000007161092,0.00017583925,0.00009600901,0.0003509488],"category_scores_gemma":[0.0019639565,0.00011594576,0.00024019738,0.00094483217,0.00022069873,0.00034806217,0.00049876835,0.0000800273,5.508061e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021443334,0.0038815925,0.9296311,0.00028654092,0.056034565,0.0000019507133,0.0015963416,0.000004777249,0.0018826432,0.0000014147066,0.000022163993,0.0045125918],"study_design_scores_gemma":[0.0036024968,0.00033141073,0.9481246,0.00029739813,0.02128125,2.7710243e-8,0.00023082315,0.000016592181,0.025939943,0.000078406294,4.900421e-7,0.00009659647],"about_ca_topic_score_codex":0.00224866,"about_ca_topic_score_gemma":0.0006425863,"teacher_disagreement_score":0.034753315,"about_ca_system_score_codex":0.00007074738,"about_ca_system_score_gemma":0.00001637353,"threshold_uncertainty_score":0.47281307},"labels":[],"label_agreement":null},{"id":"W2283337457","doi":"10.1186/s13011-016-0050-9","title":"Community pharmacists’ experiences in mental illness and addictions care: a qualitative study","year":2016,"lang":"en","type":"article","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Thematic analysis; Mental illness; Focus group; Qualitative research; Psychological intervention; Mental health; Nursing; Addiction; Health psychology; Population; Context (archaeology); Psychology; Theoretical sampling; Medicine; Grounded theory; Public health; Psychiatry; Sociology","score_opus":0.07595404277914485,"score_gpt":0.4779133895405254,"score_spread":0.40195934676138056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283337457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955804,0.0014600166,0.0000055937667,0.00017081875,0.00018581716,0.0012028085,0.00006376478,0.000046706922,0.0012840985],"genre_scores_gemma":[0.9933103,0.0014278773,0.000015250007,0.00004755357,0.000041803236,0.0014957422,0.000029581093,0.000012406667,0.0036194944],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998099,0.00095600786,0.00028266432,0.0002819799,0.000106250845,0.0002740459],"domain_scores_gemma":[0.9994148,0.00013064947,0.00010050097,0.0002166618,0.00001893663,0.00011842019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018801013,0.00020825022,0.0002230092,0.00018221728,0.00052424916,0.000027134936,0.00007986987,0.00004536069,0.0004142458],"category_scores_gemma":[0.000002956571,0.0001396853,0.000038877624,0.0002314983,0.00015602828,0.00027898993,0.000012980467,0.00006829992,0.000023024118],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002426324,0.0016339744,0.015718034,0.00000955212,0.00007647147,0.000010260072,0.90082353,1.1306556e-8,0.000025680345,0.00062928157,0.000053222866,0.08077735],"study_design_scores_gemma":[0.009580352,0.0012205429,0.022387017,0.00007743089,0.000037506175,0.000011323099,0.96515113,3.5452837e-7,0.00021105871,0.00047395987,0.00065900566,0.00019031252],"about_ca_topic_score_codex":0.0013835335,"about_ca_topic_score_gemma":0.006381852,"teacher_disagreement_score":0.08058703,"about_ca_system_score_codex":0.00033170273,"about_ca_system_score_gemma":0.000021849257,"threshold_uncertainty_score":0.56962013},"labels":[],"label_agreement":null},{"id":"W2284084136","doi":"10.1186/s12888-016-0759-z","title":"The mental health status of ethnocultural minorities in Ontario and their mental health care","year":2016,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; University of Toronto; Toronto Rehabilitation Institute; York University","funders":"Partenariat Canadien Contre Le Cancer; Ontario Institute for Cancer Research; Cancer Care Ontario","keywords":"Mental health; Psychosocial; Ethnic group; Medicine; Social support; Distress; Gerontology; Psychiatry; Psychology; Clinical psychology","score_opus":0.029675018823304616,"score_gpt":0.34517428418263557,"score_spread":0.3154992653593309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284084136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94316506,0.039345965,0.0000021642566,0.009948091,0.0035693583,0.00094832596,0.00025552654,0.00002435509,0.0027411417],"genre_scores_gemma":[0.9938798,0.0015171645,0.00042689234,0.0009857768,0.00012137308,0.00007357623,0.00009343756,0.000020800122,0.0028811707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808913,0.00021411496,0.0005081603,0.00031593186,0.00014692721,0.0007257064],"domain_scores_gemma":[0.9992139,0.000053568023,0.00024438815,0.00026746045,0.000017306258,0.0002033908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017959521,0.00021226509,0.0002985857,0.00006337441,0.00045790384,0.000018902265,0.00015806044,0.000066757566,0.00021794198],"category_scores_gemma":[0.0000021707426,0.00010808053,0.00006230469,0.00008876091,0.00015556753,0.00010147705,0.000055622728,0.00014200046,0.000013840738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045338657,0.00018415172,0.87052417,0.00009930328,0.00003206107,8.4837744e-8,0.042889673,1.405174e-8,0.000006468513,0.0028177612,0.013486046,0.0695069],"study_design_scores_gemma":[0.0044435677,0.0007524647,0.8692914,0.00022188411,0.0000027626174,0.000009563721,0.070570774,2.7469952e-7,0.000015918295,0.0003549909,0.05416932,0.00016706524],"about_ca_topic_score_codex":0.12189238,"about_ca_topic_score_gemma":0.7965306,"teacher_disagreement_score":0.6746382,"about_ca_system_score_codex":0.00066836714,"about_ca_system_score_gemma":0.0004883287,"threshold_uncertainty_score":0.883955},"labels":[],"label_agreement":null},{"id":"W2285456474","doi":"10.5539/ies.v9n3p53","title":"Counselling Services Utilisation in a Malaysia Private University","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Medical education; Class (philosophy); Higher education; Service (business); Medicine; Political science","score_opus":0.06656487915989007,"score_gpt":0.4204601407169922,"score_spread":0.35389526155710216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285456474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98670727,0.0006533425,0.00009853582,0.0040731467,0.0030402024,0.00012875872,0.000008733828,0.000024716608,0.00526529],"genre_scores_gemma":[0.98760617,0.0006291945,0.00012595409,0.00021634354,0.00011464675,0.000022624581,0.000013990771,0.0000044135213,0.0112666655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999445,0.00003820221,0.00014180552,0.00016986496,0.00010679725,0.00009833862],"domain_scores_gemma":[0.9995086,0.00009705404,0.0000893174,0.00008024828,0.0002022248,0.000022518607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009874589,0.0000671891,0.00007490024,0.00014536805,0.000059286605,0.000008733051,0.00012478797,0.000025782485,0.00046543547],"category_scores_gemma":[0.000008751718,0.00005118132,0.000018577059,0.000097470984,0.000045911274,0.0002088311,0.000016711594,0.000027924048,0.00027213673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003076361,0.00083170563,0.66731876,0.00006322778,0.00029455248,0.000010389557,0.013990572,0.000005463101,0.00018934594,0.12240811,0.0027251374,0.19185512],"study_design_scores_gemma":[0.002843344,0.00007922781,0.67348105,0.0007482895,0.000038749182,0.000011784856,0.049476586,0.00006250492,0.00036817332,0.017687516,0.25484756,0.0003552072],"about_ca_topic_score_codex":0.00028631635,"about_ca_topic_score_gemma":0.00013349777,"teacher_disagreement_score":0.2521224,"about_ca_system_score_codex":0.00022109262,"about_ca_system_score_gemma":0.000017335602,"threshold_uncertainty_score":0.5096192},"labels":[],"label_agreement":null},{"id":"W2285500077","doi":"10.1192/bjp.178.1.29","title":"Community study of depression in old age in Taiwan","year":2001,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":192,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Biomedical Sciences, Academia Sinica; University of British Columbia; Academia Sinica","keywords":"Depression (economics); Late life depression; Medicine; Gerontology; Psychiatry; Psychology; Cognition","score_opus":0.03703970027724424,"score_gpt":0.367429523986339,"score_spread":0.33038982370909475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285500077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99105495,0.003022307,0.0000017722318,0.00043726532,0.000980439,0.00029570528,0.0000021155183,0.000003785405,0.004201662],"genre_scores_gemma":[0.9992693,0.00009797584,0.000055640317,0.00016992624,0.0001114881,0.0000070034976,0.0000012941383,0.0000108147115,0.00027657955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979457,0.0009214785,0.00067474804,0.000076936056,0.0001846146,0.00019651615],"domain_scores_gemma":[0.9992749,0.00005305578,0.00036174117,0.00023411137,0.000024080004,0.0000520765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001194968,0.00008358312,0.00026757029,0.00011786816,0.00021357991,0.000031911204,0.00045057092,0.000057911824,0.00018004868],"category_scores_gemma":[0.00001087776,0.00006966317,0.000053757598,0.00027971604,0.00004067066,0.00010334098,0.00004907646,0.00078234496,0.000005041567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042157754,0.0057976777,0.9566435,0.000018152736,0.000028247376,0.00049297867,0.0040998324,0.000008375309,0.0000072297753,0.00003579523,0.0013338891,0.031112693],"study_design_scores_gemma":[0.0047650575,0.00055097655,0.9697369,0.00048580993,0.000017683702,0.000790213,0.021866942,9.588723e-7,0.000002168976,0.0016788559,0.000046836096,0.000057626654],"about_ca_topic_score_codex":0.009194892,"about_ca_topic_score_gemma":0.053071186,"teacher_disagreement_score":0.043876294,"about_ca_system_score_codex":0.00003673989,"about_ca_system_score_gemma":0.00001864378,"threshold_uncertainty_score":0.99740297},"labels":[],"label_agreement":null},{"id":"W2287553994","doi":"10.1177/0829573515601396","title":"Rates of Mental Illness and Associated Academic Impacts in Ontario’s College Students","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of School Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cambrian College","funders":"","keywords":"Anxiety; Psychology; Mental illness; Mood; Clinical psychology; Mood disorders; Psychiatry; Mental health; Medical diagnosis; Prevalence of mental disorders; Medicine","score_opus":0.09633603328942139,"score_gpt":0.4384280997184561,"score_spread":0.34209206642903467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287553994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99142617,0.001988152,4.9117443e-7,0.0008920225,0.0020860606,0.00029273127,0.000048248425,0.0000025548363,0.0032635727],"genre_scores_gemma":[0.99825966,0.000040901235,0.000020269914,0.0008429548,0.00006225832,0.000007256991,0.000009432365,0.000015828333,0.0007414513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981103,0.0002503738,0.00075504923,0.00019179142,0.00019939734,0.0004930653],"domain_scores_gemma":[0.99787706,0.00005182919,0.00047394543,0.00014340263,0.00011780553,0.0013359515],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010020812,0.00016441962,0.00044459803,0.0005912361,0.00007615784,0.000015184374,0.00038125634,0.00027813675,0.0011261333],"category_scores_gemma":[0.00010400497,0.00015047252,0.00004701697,0.00025907293,0.0001419541,0.0002068106,0.000018414474,0.0007235187,0.000035160643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031898555,0.000116818555,0.97121173,0.0000043121177,0.00009969595,0.00035867156,0.0033961874,4.3609344e-7,0.000028725079,0.00010021538,0.02359633,0.0007679022],"study_design_scores_gemma":[0.0066389777,0.00066545676,0.98713386,0.00011778513,0.000025276107,0.00022532273,0.002680724,3.2345824e-7,0.000018850074,0.00070037734,0.0016678792,0.00012514762],"about_ca_topic_score_codex":0.17487381,"about_ca_topic_score_gemma":0.80378306,"teacher_disagreement_score":0.62890923,"about_ca_system_score_codex":0.0008664184,"about_ca_system_score_gemma":0.00083186064,"threshold_uncertainty_score":0.999787},"labels":[],"label_agreement":null},{"id":"W2289114904","doi":"10.1177/070674371405900407","title":"The Mood Disorders Association of British Columbia Psychiatric Urgent Care Program: A Preliminary Evaluation of a Suggested Alternative Model of Outpatient Psychiatric Care","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Providence Health Care; Simon Fraser University; Mood Disorders Association of British Columbia","funders":"Ministry of Health, British Columbia; British Medical Association; Doctors of BC","keywords":"Psychiatry; Association (psychology); Mood disorders; Mood; Epidemiology of child psychiatric disorders; Medicine; Psychology; Psychotherapist; Anxiety","score_opus":0.016998067818550372,"score_gpt":0.3080369523243134,"score_spread":0.291038884505763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289114904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791114,0.010158884,0.000021526024,0.0015990238,0.0040509277,0.0019633344,0.00027421728,0.0000065958043,0.0028141337],"genre_scores_gemma":[0.99861073,0.00010857018,0.00071311987,0.000051938212,0.00021980928,0.00010619042,0.000029379713,0.000031547286,0.00012868362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962868,0.0008647547,0.0012609022,0.00021835741,0.00094106153,0.0004281107],"domain_scores_gemma":[0.9950471,0.00017271607,0.0027249563,0.00041720193,0.0013381637,0.0002998469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015851075,0.00017455524,0.00042739927,0.00021800399,0.0004541274,0.000055887598,0.0006133138,0.00017797743,0.000087703964],"category_scores_gemma":[0.00012338157,0.00016151444,0.0003303762,0.0005367325,0.00013647096,0.000097756514,0.00001962607,0.00035423227,0.0000018196384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003980898,0.000804274,0.81298536,0.00045860873,0.0006297373,4.8376035e-7,0.012873959,0.0026937767,0.0000011646233,0.0008113502,0.010783213,0.15755998],"study_design_scores_gemma":[0.010776557,0.008972624,0.9104678,0.0005950173,0.0026902352,0.00003105604,0.033217877,0.0050554825,0.0000095926325,0.027102184,0.0005699212,0.0005116706],"about_ca_topic_score_codex":0.13545106,"about_ca_topic_score_gemma":0.9106718,"teacher_disagreement_score":0.7752207,"about_ca_system_score_codex":0.0005480192,"about_ca_system_score_gemma":0.0019246276,"threshold_uncertainty_score":0.8703061},"labels":[],"label_agreement":null},{"id":"W2291329619","doi":"10.1186/s13033-016-0050-1","title":"Using a theory driven approach to develop and evaluate a complex mental health intervention: the friendship bench project in Zimbabwe","year":2016,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; Grand Challenges Canada","keywords":"Psychological intervention; Mental health; Global mental health; Stakeholder; Intervention (counseling); Theory of change; Formative assessment; Psychology; Stakeholder engagement; Implementation research; Process management; Applied psychology; Public relations; Psychiatry; Sociology; Engineering; Political science","score_opus":0.18843431244644696,"score_gpt":0.4887493184963647,"score_spread":0.3003150060499178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291329619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9546032,0.0047513656,0.0032815149,0.023857752,0.0071398388,0.0037306827,0.0002999385,0.000023768345,0.002311915],"genre_scores_gemma":[0.9967636,0.00013578133,0.0009524303,0.001366665,0.00035956307,0.00007782888,0.000033678352,0.000023287865,0.00028720364],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955008,0.0014408325,0.0014968604,0.0003069528,0.00079503166,0.0004595135],"domain_scores_gemma":[0.9981594,0.00015431449,0.0010842121,0.00015256443,0.00020381418,0.0002456981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040812227,0.0002200575,0.00044781264,0.00043571703,0.00027099127,0.00008097329,0.00051267346,0.000055551158,0.000086770626],"category_scores_gemma":[0.00002772193,0.00012805889,0.000083988576,0.00028529327,0.000079325415,0.00024404962,0.00014988426,0.00019499814,0.000017171005],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012041842,0.007141837,0.13283788,0.0013945872,0.0022673833,0.00014999401,0.14441282,0.00009587394,0.00052259606,0.092117205,0.048538316,0.55847967],"study_design_scores_gemma":[0.09649538,0.014024986,0.5136009,0.033265222,0.00012811452,0.024590466,0.20697677,0.007102518,0.00012350618,0.0039470447,0.09722292,0.0025221643],"about_ca_topic_score_codex":0.0015567284,"about_ca_topic_score_gemma":0.00016192,"teacher_disagreement_score":0.5559575,"about_ca_system_score_codex":0.0017875959,"about_ca_system_score_gemma":0.00030078186,"threshold_uncertainty_score":0.52220905},"labels":[],"label_agreement":null},{"id":"W2296306518","doi":"10.3138/ptc.2015-18e","title":"Physiotherapy Students' Attitudes toward Psychiatry and Mental Health: A Cross-Sectional Study","year":2016,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Preparedness; Curriculum; Mental illness; Cross-sectional study; Medicine; Psychiatry; Computer-assisted web interviewing; Psychology","score_opus":0.025878199834850638,"score_gpt":0.43183582444906743,"score_spread":0.4059576246142168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296306518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908216,0.0019606545,0.000012983581,0.0031019242,0.0025730995,0.0011802266,0.00014405766,0.000057445603,0.00014800305],"genre_scores_gemma":[0.9930703,0.00022584425,0.000044554017,0.0032353122,0.00043700304,0.00019358988,0.000014346475,0.000051037656,0.0027280159],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765664,0.00014937448,0.00041939554,0.0006317934,0.0006121625,0.00053060945],"domain_scores_gemma":[0.9991231,0.0000620604,0.0001817794,0.00034972196,0.000030895477,0.00025243146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016807784,0.00030334978,0.00033249083,0.000076991084,0.00048964756,0.00008097772,0.00032277443,0.000049159666,0.0020687655],"category_scores_gemma":[8.5317737e-7,0.00021029949,0.000060131886,0.00015640327,0.00008002012,0.00015554785,0.000041868796,0.00009385672,0.00002942749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045162038,0.0016300473,0.9756391,0.000042675067,0.00031670753,0.0000040334567,0.0006249802,1.4396582e-7,0.0003110973,0.00025204793,0.008197235,0.01253032],"study_design_scores_gemma":[0.0057194037,0.0008076423,0.98980546,0.000038009362,0.0000025480497,0.000005382177,0.0002673725,4.899716e-7,0.000024394089,0.00011596282,0.0029767128,0.0002365955],"about_ca_topic_score_codex":0.5294306,"about_ca_topic_score_gemma":0.4163272,"teacher_disagreement_score":0.11310342,"about_ca_system_score_codex":0.0005124923,"about_ca_system_score_gemma":0.00028999744,"threshold_uncertainty_score":0.9988435},"labels":[],"label_agreement":null},{"id":"W2299616158","doi":"10.1016/j.jad.2016.03.006","title":"Validation of screening tools for depression and anxiety disorders in a primary care population with high HIV prevalence in Zimbabwe","year":2016,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":177,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Grand Challenges Canada","keywords":"Depression (economics); Anxiety; Primary care; Psychiatry; Human immunodeficiency virus (HIV); Population; Clinical psychology; Medicine; Psychology; Environmental health; Family medicine","score_opus":0.011921656132348999,"score_gpt":0.31163293623732374,"score_spread":0.2997112801049747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299616158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954214,0.0006667227,0.0026446285,0.0001406383,0.000075437834,0.0008316567,0.00001723704,0.000003555038,0.00019873168],"genre_scores_gemma":[0.99890345,0.00034421321,0.00062803633,0.000011486965,0.000016173622,0.000053178166,0.000016076327,0.000012102001,0.000015259917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991182,0.00013839333,0.00029611346,0.0001684032,0.00012529363,0.00015359002],"domain_scores_gemma":[0.99915874,0.00031303513,0.0003658964,0.00007446705,0.000053234668,0.000034648885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023765031,0.00010773988,0.00021460177,0.00020195181,0.00004168133,0.000009752561,0.0000662192,0.00006342094,0.000013574959],"category_scores_gemma":[0.00004191603,0.00006950548,0.000039017646,0.00014763178,0.000035195688,0.0005509377,0.000014457335,0.00007876513,1.889563e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012261021,0.00010985357,0.66097546,0.00016265632,0.00001429899,3.608004e-7,0.0008782548,0.000049207603,0.00019153822,0.000022568713,0.0000048574543,0.33636484],"study_design_scores_gemma":[0.0070761736,0.00063518336,0.98933434,0.0008288737,0.000025701704,0.0000028468671,0.0011328692,0.0000066705966,0.00042401443,0.00043710586,0.000011202208,0.00008500234],"about_ca_topic_score_codex":0.0002953109,"about_ca_topic_score_gemma":0.00070994685,"teacher_disagreement_score":0.33627984,"about_ca_system_score_codex":0.00012452871,"about_ca_system_score_gemma":0.000015801075,"threshold_uncertainty_score":0.2834351},"labels":[],"label_agreement":null},{"id":"W2305711962","doi":"10.1093/schbul/sbw024","title":"The Role of Insight in Moderating the Association Between Depressive Symptoms in People With Schizophrenia and Stigma Among Their Nearest Relatives: A Pilot Study","year":2016,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"London School of Hygiene and Tropical Medicine","keywords":"Psychology; Association (psychology); Schizophrenia (object-oriented programming); Psychiatry; Stigma (botany); Clinical psychology; Depressive symptoms; Major depressive disorder; Psychotherapist; Cognition","score_opus":0.012245644316290683,"score_gpt":0.2607312123196552,"score_spread":0.2484855680033645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2305711962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933904,0.00088763784,0.0000071280674,0.00080926303,0.00005357141,0.0014975518,0.000017725459,0.00002953632,0.003307228],"genre_scores_gemma":[0.9987166,0.000024873667,0.00004008769,0.0000141247865,0.00007022387,0.00040428995,0.0000034848756,0.000041933272,0.00068439194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976371,0.0007984255,0.00049081957,0.0004133539,0.00025618938,0.00040414569],"domain_scores_gemma":[0.9974097,0.0016782735,0.00043639116,0.00036191533,0.00004558279,0.00006811732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006491612,0.0002453894,0.00035160914,0.00012140048,0.00037637353,0.00006769314,0.0002732827,0.000081314174,0.00011324547],"category_scores_gemma":[0.00011155844,0.00011218032,0.000025074287,0.00030662335,0.00014588809,0.00009880264,0.00011644037,0.00030905133,0.000034983805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017903014,0.000288425,0.97009474,0.000005092337,0.0001286247,0.0000046935943,0.0045737303,0.000003919484,0.00005157317,0.0012559975,0.000021267266,0.021781629],"study_design_scores_gemma":[0.0068771034,0.0008465473,0.98873746,0.00019964518,0.00003381786,0.0000012096125,0.0021324572,0.000017267772,0.00010620422,0.0008024825,0.00009716336,0.0001486504],"about_ca_topic_score_codex":0.002337187,"about_ca_topic_score_gemma":0.01373432,"teacher_disagreement_score":0.021632979,"about_ca_system_score_codex":0.00011567916,"about_ca_system_score_gemma":0.000033089338,"threshold_uncertainty_score":0.7664073},"labels":[],"label_agreement":null},{"id":"W2305876384","doi":"10.1177/070674371506001207","title":"A Canadian Primary Care Sentinel Surveillance Network Study Evaluating Antidepressant Prescribing in Canada from 2006 to 2012","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; Hotchkiss Brain Institute; Queen's University","funders":"","keywords":"Primary care; Medicine; Antidepressant; Psychiatry; Family medicine; Anxiety","score_opus":0.04641495854148906,"score_gpt":0.32595789877649,"score_spread":0.2795429402350009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2305876384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97100115,0.01142389,0.0000015952363,0.0051043048,0.006993978,0.00072640966,0.00014517453,0.0000036913655,0.0045997864],"genre_scores_gemma":[0.9960743,0.0000022206,0.0002813913,0.0022601201,0.0011052401,0.000018380026,0.000024311612,0.00003201527,0.00020200088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971297,0.0005782202,0.00070773065,0.00025626927,0.00040963475,0.00091848243],"domain_scores_gemma":[0.9972313,0.0000874631,0.00031496372,0.0004235209,0.00019387418,0.0017488836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011946226,0.00021953674,0.00038210236,0.00022849531,0.0003951245,0.00008108849,0.00054896175,0.000064714106,0.00025893454],"category_scores_gemma":[0.000029779694,0.00017628292,0.00005293975,0.00043018517,0.000021651824,0.00012360697,0.00002531298,0.00045900064,0.000025426916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008243019,0.000028733175,0.92378247,0.00000877431,0.000073008974,0.00027671328,0.0031842557,0.0010520465,1.5574527e-7,0.000032482003,0.069729924,0.0017490268],"study_design_scores_gemma":[0.0015589216,0.00019177447,0.98468244,0.00015941131,0.000040638155,0.000039659084,0.011590016,0.000016550028,1.8990248e-7,0.00026477058,0.0012637769,0.00019183687],"about_ca_topic_score_codex":0.99989176,"about_ca_topic_score_gemma":0.99999917,"teacher_disagreement_score":0.06846614,"about_ca_system_score_codex":0.003519828,"about_ca_system_score_gemma":0.023254605,"threshold_uncertainty_score":0.98228264},"labels":[],"label_agreement":null},{"id":"W2306250743","doi":"10.1177/0706743715625940","title":"Major Depression in Canada: What Has Changed over the Past 10 Years?","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates","keywords":"Major depressive episode; Mental health; Receipt; Depression (economics); Medicine; Confidence interval; Distress; Epidemiology; Population; Psychiatry; Demography; Environmental health; Clinical psychology","score_opus":0.027849414555166877,"score_gpt":0.2891158607718867,"score_spread":0.26126644621671985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2306250743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8979297,0.0079852175,0.0000011984764,0.0872171,0.005875194,0.0001885627,0.000016417545,0.0000017765935,0.0007847755],"genre_scores_gemma":[0.9956994,0.000043267406,0.000017886838,0.0024111532,0.00077022566,0.000008862104,9.2892185e-7,0.000015678688,0.0010326018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988256,0.00017119617,0.0003124194,0.00010816248,0.0001849311,0.00039771097],"domain_scores_gemma":[0.99906266,0.00008565858,0.00023636098,0.00028056558,0.000028175144,0.00030657198],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036976393,0.00010945306,0.000146558,0.000113068076,0.0002992046,0.00007496044,0.00046832417,0.0000568235,0.0042897756],"category_scores_gemma":[0.000007225547,0.000049574457,0.0000548044,0.00014694889,0.00008032854,0.00017042755,0.00001205544,0.000221026,0.000071737355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013158447,0.000026412034,0.764636,0.0000075328085,0.00006372515,0.00013138351,0.0009058674,6.5993527e-7,0.000003176141,0.0007713711,0.18796353,0.04535877],"study_design_scores_gemma":[0.0013050934,0.000051825384,0.97180116,0.0002478109,0.000025347459,0.00009260858,0.0013181962,5.0402787e-7,0.00000432964,0.0013034979,0.023766005,0.00008361931],"about_ca_topic_score_codex":0.93526685,"about_ca_topic_score_gemma":0.9996645,"teacher_disagreement_score":0.20716517,"about_ca_system_score_codex":0.0005652224,"about_ca_system_score_gemma":0.0023840382,"threshold_uncertainty_score":0.9966204},"labels":[],"label_agreement":null},{"id":"W2311733550","doi":"10.1186/s13063-016-1279-3","title":"Morita therapy for depression and anxiety (Morita Trial): study protocol for a pilot randomised controlled trial","year":2016,"lang":"en","type":"article","venue":"Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia; University of Melbourne; University of Exeter; National Institute for Health and Care Research","keywords":"Morita therapy; Anxiety; Clinical trial; Randomized controlled trial; Psychotherapist; Medicine; Clinical psychology; Mental health; Protocol (science); Population; Psychology; Psychiatry; Alternative medicine; Surgery; Internal medicine","score_opus":0.24225547595491503,"score_gpt":0.5245077258105751,"score_spread":0.2822522498556601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2311733550","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20574495,0.00008470742,0.00031544964,0.00028467487,0.0015896778,0.79148144,0.00006163745,0.00007027306,0.00036718135],"genre_scores_gemma":[0.1479457,0.000012254846,0.00014606607,0.0000835627,0.001957109,0.8475657,0.000007654151,0.000040725463,0.0022411942],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9951473,0.00182513,0.0016692784,0.0006672664,0.00022282945,0.00046823395],"domain_scores_gemma":[0.9904866,0.0079630725,0.0008573008,0.0004436926,0.000094231895,0.00015505445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008292766,0.0003411538,0.0018927851,0.000100989666,0.00034215688,0.000069564914,0.0002175859,0.00014855155,0.00059272215],"category_scores_gemma":[0.0011923864,0.00016647227,0.00040043183,0.00007083432,0.000041411666,0.00014146269,0.000027236054,0.000055231125,0.000012838017],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.90782803,0.0047910768,0.00017405808,0.00002958846,0.00042058458,0.0000010162044,0.00022100359,1.21729204e-8,0.0004824842,0.00013012071,0.0044837547,0.08143828],"study_design_scores_gemma":[0.96348673,0.028348554,0.00012735244,0.000044055058,0.00019857085,7.2196826e-7,0.00010749281,0.000002547899,0.0004980051,0.0010025884,0.005974781,0.00020858593],"about_ca_topic_score_codex":0.00004848594,"about_ca_topic_score_gemma":0.0000109144175,"teacher_disagreement_score":0.081229694,"about_ca_system_score_codex":0.000044316188,"about_ca_system_score_gemma":0.00005732684,"threshold_uncertainty_score":0.67885417},"labels":[],"label_agreement":null},{"id":"W2314230482","doi":"10.7870/cjcmh-2008-0030","title":"Shared Care Depression Collaborative Model: From Project Inception to Outcome Data","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Collaborative Care; Depression (economics); Primary care; Health care; Nursing; Shared care; Psychology; Medicine; Family medicine; Political science","score_opus":0.25880327061391334,"score_gpt":0.47438424490556774,"score_spread":0.2155809742916544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314230482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98759246,0.0029437605,0.000100187324,0.0018117868,0.0008288796,0.000922506,0.004341184,0.000013187876,0.0014460549],"genre_scores_gemma":[0.993732,0.000054225755,0.0014966213,0.0026522332,0.00010453326,0.000013793068,0.0017594806,0.000024614554,0.00016255058],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975281,0.0009519283,0.0006839982,0.00015345363,0.00024445515,0.0004380744],"domain_scores_gemma":[0.9975042,0.00007863212,0.00041206766,0.0007664559,0.00015913865,0.0010795562],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005076502,0.00018679436,0.00041037853,0.00032623275,0.0018905598,0.00003352026,0.0010477887,0.00009022757,0.00030055846],"category_scores_gemma":[0.000026156988,0.00017037457,0.00004509571,0.000330488,0.00006441273,0.00041870272,0.00012662378,0.00068305247,0.000050415634],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010659103,0.0005887318,0.22464606,0.00015554494,0.00016354422,0.00017267733,0.488495,0.000090459616,0.000027216027,0.00015094753,0.22927828,0.05516564],"study_design_scores_gemma":[0.012539776,0.005128804,0.6161072,0.0015526136,0.00009998307,0.0005287469,0.31912526,0.00064096076,0.0001368495,0.0005189788,0.04241675,0.0012040435],"about_ca_topic_score_codex":0.22030856,"about_ca_topic_score_gemma":0.30552024,"teacher_disagreement_score":0.39146116,"about_ca_system_score_codex":0.0013552969,"about_ca_system_score_gemma":0.0019336079,"threshold_uncertainty_score":0.99940884},"labels":[],"label_agreement":null},{"id":"W2314401530","doi":"10.1016/j.ypsy.2010.10.071","title":"Comparing Mental Health of Francophones in Canada, France, and Belgium: 12-Month and Lifetime Rates of Mental Health Service Use (Part 2)","year":2011,"lang":"en","type":"article","venue":"Yearbook of Psychiatry and Applied Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental health service; Service (business); Demography; Environmental health; Geography; Medicine; Business; Psychiatry; Sociology","score_opus":0.031222918905138047,"score_gpt":0.29811602689519945,"score_spread":0.2668931079900614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314401530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97929436,0.0138878,0.0000016867319,0.002324783,0.00103802,0.0017934146,0.00049217336,0.000013802483,0.0011539689],"genre_scores_gemma":[0.9932761,0.0020632325,0.0017395584,0.0025358223,0.00005923888,0.000042622738,0.00014121352,0.00003463761,0.00010754551],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718446,0.00016541094,0.0012160072,0.00052324514,0.00028691336,0.0006239901],"domain_scores_gemma":[0.99839014,0.000044351505,0.0008473173,0.00025884822,0.000015103668,0.0004442663],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004937505,0.00033506702,0.0010199961,0.00016028844,0.00032065908,0.000007879475,0.00014129265,0.000080456746,0.00016999392],"category_scores_gemma":[6.366431e-7,0.00033015563,0.00003573879,0.00021689682,0.00017341666,0.00012481991,0.00010574203,0.00024474633,0.0000025080235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021411707,0.0016350291,0.9520537,0.0038101836,0.00014169498,0.0000010273707,0.019693699,6.8730577e-7,0.000080161895,0.0035162997,0.0069129886,0.01001332],"study_design_scores_gemma":[0.008602854,0.0016635007,0.97167176,0.0013541714,0.000012463448,0.000021089225,0.01441318,0.000046053152,0.00038415432,0.00021075578,0.00124043,0.00037959407],"about_ca_topic_score_codex":0.65850544,"about_ca_topic_score_gemma":0.5937641,"teacher_disagreement_score":0.06474128,"about_ca_system_score_codex":0.00019565225,"about_ca_system_score_gemma":0.0006354657,"threshold_uncertainty_score":0.99991506},"labels":[],"label_agreement":null},{"id":"W2315214867","doi":"10.7870/cjcmh-2013-002","title":"Mental Health: Population Perspectives","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University; McGill University; Canadian Institute for Health Information","funders":"","keywords":"Mental health; Psychology; Population; Medicine; Psychiatry; Environmental health","score_opus":0.0668592011327667,"score_gpt":0.40095830819550016,"score_spread":0.3340991070627335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315214867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9452016,0.0077759153,0.000005292342,0.04172074,0.001650157,0.0008877332,0.00011207401,0.0000149324205,0.0026315765],"genre_scores_gemma":[0.9942005,0.00015979147,0.00015761275,0.004396283,0.00014852743,0.000013030242,0.00017960524,0.000026776162,0.00071781897],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9968079,0.0013456024,0.00079214456,0.00010281695,0.00022755317,0.0007240326],"domain_scores_gemma":[0.99714965,0.00006457979,0.00065505214,0.0003152309,0.00009308298,0.0017224156],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010132679,0.00020117473,0.00043674663,0.00039960447,0.0023604305,0.000069450725,0.00043503646,0.000072766576,0.0030482272],"category_scores_gemma":[0.0000117726595,0.0001891897,0.00011522891,0.00022469493,0.00009244709,0.00040879086,0.000026598902,0.00079601846,0.00016192319],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001514655,0.0011220641,0.055845316,0.00020832039,0.00021128217,0.000014272832,0.30486476,0.0000018528254,0.000009918708,0.007226898,0.36594626,0.26439756],"study_design_scores_gemma":[0.0031436475,0.003169956,0.76674205,0.0003969271,0.000008991638,0.00051450037,0.20142443,0.000012607741,0.000009399201,0.0014923813,0.022764802,0.00032030724],"about_ca_topic_score_codex":0.55922115,"about_ca_topic_score_gemma":0.16509703,"teacher_disagreement_score":0.71089673,"about_ca_system_score_codex":0.0025943243,"about_ca_system_score_gemma":0.00068585324,"threshold_uncertainty_score":0.9989384},"labels":[],"label_agreement":null},{"id":"W2316123800","doi":"10.1177/008124630803800411","title":"The Training Institutions of Black African Clinical Psychologists Registered with the HPCSA in 2006","year":2008,"lang":"en","type":"article","venue":"South African Journal of Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demise; Training (meteorology); Register (sociolinguistics); Black african; Quarter (Canadian coin); Psychology; Medical education; Medicine; Political science; History; Geography; Law","score_opus":0.26987775953067805,"score_gpt":0.46518795784783545,"score_spread":0.1953101983171574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316123800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92415607,0.00089904,0.0004755279,0.010075981,0.0013612075,0.00041595008,0.000023295916,0.000013146054,0.06257977],"genre_scores_gemma":[0.9973948,0.00013409361,0.00032973627,0.00091280154,0.00032817604,0.000024883453,0.0000019759746,0.00002210975,0.00085144886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99615824,0.0010430847,0.0015174414,0.00035347528,0.00031662657,0.00061111903],"domain_scores_gemma":[0.9965946,0.0006314432,0.0016858062,0.0007355118,0.00015416084,0.00019845365],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021596483,0.00023870116,0.0006291113,0.0002430757,0.00036321007,0.000014939737,0.0009598651,0.00017924477,0.00013528753],"category_scores_gemma":[0.00012640774,0.00012233503,0.00022869396,0.0007530924,0.003103512,0.000081794875,0.000035517587,0.0009235816,0.000039988925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019119065,0.0043588895,0.6198521,0.0000435516,0.0014417671,0.0034066585,0.18476452,0.00010849683,0.000051660125,0.016325504,0.057241347,0.09328642],"study_design_scores_gemma":[0.0074964673,0.0034777662,0.91914696,0.000081084414,0.00009369111,0.0015251758,0.03074859,0.0000026510504,0.0000025549477,0.0006848007,0.036505103,0.0002351489],"about_ca_topic_score_codex":0.00005509568,"about_ca_topic_score_gemma":0.00027912942,"teacher_disagreement_score":0.29929483,"about_ca_system_score_codex":0.00004882998,"about_ca_system_score_gemma":0.00018262233,"threshold_uncertainty_score":0.9996095},"labels":[],"label_agreement":null},{"id":"W2316287948","doi":"10.1056/nejmp1315214","title":"Transforming Lives, Enhancing Communities — Innovations in Global Mental Health","year":2014,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Wellcome Trust; World Health Organization","keywords":"Medicine; Mental health; Quarter (Canadian coin); Action (physics); Subject (documents); Global mental health; Psychiatry; Human rights; Mental illness; Political science; Law","score_opus":0.03809556319357295,"score_gpt":0.38330429894755674,"score_spread":0.3452087357539838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316287948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96292865,0.002493887,0.0017521809,0.019703409,0.0014738855,0.00019033272,0.0000041917556,0.000009475592,0.011444009],"genre_scores_gemma":[0.99637,0.0002195677,0.00026362736,0.0017919268,0.0011055138,0.0000017616419,0.000017922164,0.000006237543,0.00022343063],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9986064,0.00022187931,0.000681088,0.00005787343,0.00020551692,0.00022725982],"domain_scores_gemma":[0.99928534,0.0001537949,0.00027796652,0.00009338659,0.00003746613,0.00015205797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013014069,0.000102424325,0.0003323957,0.00016509737,0.00013976076,0.000006393837,0.00013909076,0.000030386429,0.00048484222],"category_scores_gemma":[0.00002129774,0.000072539224,0.000025047608,0.00024353682,0.00005216667,0.000112605194,0.000008809019,0.0002575097,0.000005758885],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004055502,0.00017835302,0.028706742,0.00005244319,0.000047684654,0.000022560589,0.04041974,0.0000037961008,0.00006344174,0.0066346116,0.004872443,0.91859263],"study_design_scores_gemma":[0.326779,0.018036548,0.1999051,0.0077321087,0.00013703619,0.0040985215,0.10880867,0.00013776885,0.00029688617,0.01326715,0.3200706,0.00073061534],"about_ca_topic_score_codex":0.0042280355,"about_ca_topic_score_gemma":0.0047739483,"teacher_disagreement_score":0.917862,"about_ca_system_score_codex":0.00014850993,"about_ca_system_score_gemma":0.000057140795,"threshold_uncertainty_score":0.63915527},"labels":[],"label_agreement":null},{"id":"W2316348384","doi":"10.7870/cjcmh-2002-0001","title":"Keeping Mental Health Reform on Course: Selecting Indicators of Mental Health System Performance","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Accountability; Set (abstract data type); Work (physics); Performance indicator; Key (lock); Psychology; Frame work; Business; Applied psychology; Political science; Computer science; Psychiatry; Engineering; Marketing; Computer security","score_opus":0.05537565396574315,"score_gpt":0.3661599540589751,"score_spread":0.310784300093232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316348384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95994526,0.008990834,0.000002696007,0.020681614,0.0025096359,0.0013077946,0.00046375272,0.00003658456,0.0060618385],"genre_scores_gemma":[0.99244535,0.0007221752,0.00009748209,0.0060129664,0.00016303011,0.000012662701,0.00017789479,0.000064741194,0.0003037239],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9936769,0.0018357985,0.0020680267,0.00022838828,0.00064491713,0.0015459793],"domain_scores_gemma":[0.9940368,0.00009046269,0.0026905325,0.0005763657,0.000076215256,0.0025296416],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0035386966,0.00043214767,0.0011623037,0.00094577885,0.0047166133,0.000046923004,0.0008607484,0.00013868828,0.0003931752],"category_scores_gemma":[0.000007911117,0.00041757204,0.00019290307,0.0007514393,0.00019323958,0.00034034633,0.000060009188,0.0017493193,0.00005696994],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009604205,0.0038629777,0.08867844,0.0049021733,0.00083777437,0.000046888566,0.30572194,0.0000172505,0.000009771924,0.0031894476,0.107071124,0.48470178],"study_design_scores_gemma":[0.030501176,0.06264628,0.302308,0.02769024,0.00009817111,0.0064060604,0.4778992,0.0007659213,0.0006079502,0.00004380527,0.08844428,0.002588939],"about_ca_topic_score_codex":0.090288565,"about_ca_topic_score_gemma":0.046529096,"teacher_disagreement_score":0.48211285,"about_ca_system_score_codex":0.011803683,"about_ca_system_score_gemma":0.0017061922,"threshold_uncertainty_score":0.9998276},"labels":[],"label_agreement":null},{"id":"W2318108316","doi":"10.1177/000841740807500404","title":"Part of the Solution … or Part of the Problem? Addressing the Stigma of Mental Illness in Our Midst","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mental health; Mandate; Commission; Stigma (botany); Mental illness; Information exchange; Public relations; Service delivery framework; Psychology; Political science; Psychiatry; Business; Service (business); Law; Engineering","score_opus":0.2842270272481272,"score_gpt":0.43445223411159,"score_spread":0.1502252068634628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318108316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995083,0.0010973001,0.0000046241985,0.0019873432,0.0008922155,0.0004085126,0.00011817937,8.8045334e-7,0.00040795308],"genre_scores_gemma":[0.9990702,0.00008737007,0.000036568283,0.00026829675,0.00013617084,0.000012926038,0.000005403524,0.000008989097,0.00037402334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985142,0.00028869082,0.0006143595,0.00008465413,0.0002975368,0.00020059067],"domain_scores_gemma":[0.9987536,0.000081534105,0.0007465035,0.00018667144,0.00014243776,0.000089240784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041604732,0.000102588456,0.00020377591,0.00010140262,0.0003311921,0.000006394916,0.00039314307,0.00005901857,0.00040391608],"category_scores_gemma":[0.000018030794,0.00004849588,0.00012211184,0.00029807095,0.0002219643,0.00009608293,0.000010536134,0.00016556474,0.0000011376695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016146628,0.00036374727,0.9451611,0.000041533247,0.00021344176,0.000018187007,0.010573944,0.00013723128,0.00055776484,0.0011586588,0.016681867,0.023477854],"study_design_scores_gemma":[0.0020570478,0.00019454618,0.98571956,0.00038455325,0.000015612215,0.00010752544,0.0013894823,0.0000104486935,0.0029398184,0.00027511068,0.0068247905,0.0000815137],"about_ca_topic_score_codex":0.0042993817,"about_ca_topic_score_gemma":0.011629002,"teacher_disagreement_score":0.040558442,"about_ca_system_score_codex":0.00013349543,"about_ca_system_score_gemma":0.00087300566,"threshold_uncertainty_score":0.6499408},"labels":[],"label_agreement":null},{"id":"W2318248309","doi":"10.1177/0004867413476758","title":"The hidden medical logic of mental health stigma","year":2013,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Commission of Canada; North York General Hospital; University of Toronto","funders":"","keywords":"Stigma (botany); Mental health; Psychiatry; Psychology; Social stigma; Medicine; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.031005914761557975,"score_gpt":0.3669416227234894,"score_spread":0.33593570796193145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318248309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65652406,0.003652958,0.000008003473,0.33034724,0.0073736836,0.00048776987,0.000013939228,0.000013638551,0.0015786827],"genre_scores_gemma":[0.9442998,0.00091061357,0.0015733663,0.0027894615,0.0021596549,0.000009840029,0.0000150100705,0.000034080313,0.04820817],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99752563,0.00020204319,0.0010684965,0.0001547318,0.0005599831,0.0004891085],"domain_scores_gemma":[0.9980303,0.0000874434,0.0009189686,0.0002450759,0.000057498786,0.000660735],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061240484,0.00017984341,0.00037339583,0.00009163757,0.00026192726,0.000040085997,0.0005257453,0.00013662378,0.0063616256],"category_scores_gemma":[0.000011645218,0.00010390473,0.00017965212,0.00015508212,0.00011720521,0.00014504314,0.00002938205,0.00042071237,0.00020212345],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001598589,0.00035738805,0.094066724,0.000023660597,0.00015172665,0.000008200276,0.00055307354,1.08820075e-7,0.0000057311154,0.0025668025,0.8399576,0.06214916],"study_design_scores_gemma":[0.010015712,0.0046317396,0.8152719,0.00071546546,0.00008824377,0.001234477,0.004874289,0.0000027591482,0.00003676727,0.03072788,0.13205391,0.00034682587],"about_ca_topic_score_codex":0.0020574688,"about_ca_topic_score_gemma":0.0003859242,"teacher_disagreement_score":0.72120523,"about_ca_system_score_codex":0.000052448595,"about_ca_system_score_gemma":0.00035361826,"threshold_uncertainty_score":0.9945467},"labels":[],"label_agreement":null},{"id":"W2318736975","doi":"10.1177/0840470416628880","title":"“They are Us—We are Them”","year":2016,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brandon University; Mental Health Commission of Canada","funders":"","keywords":"Transformational leadership; General partnership; Intervention (counseling); Commission; Nursing; Mental health; Quality (philosophy); Psychology; Health care; Medical education; Medicine; Political science; Psychiatry; Social psychology","score_opus":0.1374155721863018,"score_gpt":0.442264192113348,"score_spread":0.3048486199270462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318736975","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000045219886,0.9314878,0.000011395416,0.008973476,0.0040213177,0.0051461183,0.0004874151,0.00032858033,0.049539354],"genre_scores_gemma":[0.00016216845,0.9441643,0.000047997546,0.0019941793,0.0005473575,0.0027856939,0.0002775288,0.00021793495,0.04980286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99415725,0.0006282893,0.0013696884,0.0014446259,0.00055324764,0.0018469191],"domain_scores_gemma":[0.9959445,0.00016059184,0.0016096034,0.0017652138,0.00005898124,0.00046108413],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042961433,0.0010661462,0.0023290834,0.00046638274,0.00059311144,0.00008622964,0.0010662519,0.0006465363,0.0034616012],"category_scores_gemma":[0.0000055629357,0.00072756363,0.00074237975,0.00039422544,0.00006569257,0.00012719975,0.00054864446,0.0005612029,0.016978258],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024669054,0.00019364426,0.0006231185,0.04789927,0.00042828903,0.0003855089,0.00005500997,6.2235914e-9,1.9461564e-10,0.018371921,0.06064669,0.87137187],"study_design_scores_gemma":[0.0006500285,0.000098111675,0.00024821973,0.042376142,0.00036599464,0.00003617146,0.0007862158,9.4497224e-8,1.7784451e-8,0.0013408785,0.95346653,0.0006315812],"about_ca_topic_score_codex":0.0003136079,"about_ca_topic_score_gemma":0.00045591293,"teacher_disagreement_score":0.8928199,"about_ca_system_score_codex":0.00073434453,"about_ca_system_score_gemma":0.00004554027,"threshold_uncertainty_score":0.99951756},"labels":[],"label_agreement":null},{"id":"W2319868313","doi":"10.2975/33.3.2010.200.206","title":"A collaboration of student nurse coaches and students with mental illnesses in a college preparation project.","year":2010,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Camosun College","funders":"","keywords":"Mental illness; Attendance; Psychology; Medical education; Mental health; Modalities; Nursing; Medicine; Psychiatry","score_opus":0.0112600086020377,"score_gpt":0.4037673954829382,"score_spread":0.39250738688090053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319868313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946584,0.0002318278,0.000017098135,0.0009862023,0.0017357855,0.00163693,0.000020519336,0.000011349363,0.00070185045],"genre_scores_gemma":[0.9967203,0.000021478723,0.0027966842,0.000024723819,0.00010524857,0.00019666059,0.000010216102,0.000012123529,0.000112573245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841255,0.00023703376,0.0005797817,0.00023646725,0.00036206245,0.00017209226],"domain_scores_gemma":[0.99905455,0.00017856083,0.0003978698,0.00014263394,0.00015108867,0.00007528181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066658424,0.00013650204,0.00020810189,0.00039780643,0.00018402522,0.00006574023,0.00012511297,0.000073112584,0.00007810917],"category_scores_gemma":[0.000028846482,0.000105259,0.000029247441,0.00066236017,0.00009175259,0.0003801206,0.000011408091,0.00020719589,0.000003891423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010310732,0.001953527,0.9637916,0.000060546063,0.00004373548,0.0000033314102,0.02786484,0.0000036621302,0.00011339773,0.001538176,0.001140284,0.0024557968],"study_design_scores_gemma":[0.005228644,0.0023822503,0.9309696,0.000041816227,0.00003987532,0.00008593419,0.0603235,0.000018931163,0.00002193841,0.00046082007,0.00030360892,0.00012308004],"about_ca_topic_score_codex":0.0000591075,"about_ca_topic_score_gemma":0.000618479,"teacher_disagreement_score":0.032822028,"about_ca_system_score_codex":0.000072298375,"about_ca_system_score_gemma":0.00010175812,"threshold_uncertainty_score":0.42923373},"labels":[],"label_agreement":null},{"id":"W2320783187","doi":"10.2975/26.2003.249.261","title":"Mental health program monitoring: Towards simplifying a complex task.","year":2003,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Task (project management); Mental health; Key (lock); Program evaluation; Computer science; Applied psychology; Quality (philosophy); Psychology; Process management; Psychiatry; Business; Engineering; Computer security; Political science","score_opus":0.05245225664895309,"score_gpt":0.4345651377591972,"score_spread":0.3821128811102441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320783187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94058174,0.005719137,0.001034019,0.018686408,0.013719755,0.0029400105,0.000025846783,0.00025299165,0.017040076],"genre_scores_gemma":[0.948281,0.000108463704,0.050044525,0.0003169667,0.00063744053,0.00018472488,0.000020010439,0.000036865244,0.00036999854],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968373,0.0007181024,0.00092817243,0.000382963,0.00045845672,0.00067497976],"domain_scores_gemma":[0.99848944,0.00014341403,0.0005184485,0.0002783461,0.000103852755,0.0004664711],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012323749,0.00024841688,0.00032157305,0.0003301554,0.0010533758,0.00013396844,0.0002047884,0.0000853048,0.0012309322],"category_scores_gemma":[0.00007043447,0.00021712546,0.00020818946,0.0006259291,0.00006541405,0.00023942332,0.000014498304,0.00039155656,0.00017322478],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021084087,0.002532808,0.26130897,0.00012301453,0.00011396969,0.0000059160984,0.00912865,0.0000053376257,0.000022040584,0.0032038218,0.04112835,0.6822163],"study_design_scores_gemma":[0.006518205,0.0055824094,0.78418255,0.0000873754,0.000039683906,0.00051071245,0.013836562,0.000030459832,0.000008501261,0.0058862255,0.18283714,0.00048015613],"about_ca_topic_score_codex":0.000059838727,"about_ca_topic_score_gemma":0.000003642788,"teacher_disagreement_score":0.6817361,"about_ca_system_score_codex":0.0004092208,"about_ca_system_score_gemma":0.00015328875,"threshold_uncertainty_score":0.99968207},"labels":[],"label_agreement":null},{"id":"W2322156270","doi":"10.1177/0706743716639928","title":"Perceived Stigma among Recipients of Mental Health Care in the General Canadian Population","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University; University of Toronto; Ottawa Hospital; University of Ottawa; University of Calgary; Alberta Innovates; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychiatry; Anxiety; Stigma (botany); Population; Psychology; Clinical psychology; Mood; Social stigma; Medicine; Family medicine; Environmental health","score_opus":0.020745788614471846,"score_gpt":0.33060342634587325,"score_spread":0.3098576377314014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322156270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960939,0.0017270736,5.4402364e-7,0.03212232,0.0031689596,0.00034848286,0.00011601738,0.0000015085576,0.0015761255],"genre_scores_gemma":[0.9977604,0.00001801805,0.00010354874,0.0015147919,0.00033519138,0.0000057024245,0.000017808363,0.000013541444,0.00023096838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836266,0.00036630046,0.00051296485,0.000114880146,0.00019364383,0.00044954833],"domain_scores_gemma":[0.99882877,0.000027441143,0.00035941883,0.00024469808,0.000049163635,0.0004905382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005270917,0.000120163655,0.0001917832,0.00031547985,0.00048235245,0.000022498667,0.00044716627,0.00007309395,0.0004993438],"category_scores_gemma":[0.0000078545045,0.00006149841,0.00008529469,0.00019185955,0.00009494965,0.000104205516,0.0000043601344,0.00019308721,0.0000133901585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004837776,0.000020678664,0.9614852,0.000008951697,0.000028948698,0.00001016418,0.008912303,0.0000017386786,8.6157235e-7,0.0023590024,0.011613415,0.015510379],"study_design_scores_gemma":[0.000966398,0.00022482123,0.99326295,0.00016230022,0.000010889915,0.000043358727,0.0036189223,7.1628347e-7,5.986775e-7,0.0006896746,0.0009526762,0.00006669505],"about_ca_topic_score_codex":0.90802795,"about_ca_topic_score_gemma":0.998408,"teacher_disagreement_score":0.09038008,"about_ca_system_score_codex":0.0008975642,"about_ca_system_score_gemma":0.0013786402,"threshold_uncertainty_score":0.54674643},"labels":[],"label_agreement":null},{"id":"W2323948381","doi":"10.7870/cjcmh-2008-0028","title":"A Quality Improvement Initiative for Depression: Finally, a Model for use in “Real” Family Physician Time","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Island Health","funders":"","keywords":"Depression (economics); Mental health; Interpersonal communication; Quality (philosophy); Medicine; Psychiatry; Cognition; Psychology; Family medicine; Nursing","score_opus":0.26400853017637055,"score_gpt":0.4471389485310274,"score_spread":0.18313041835465688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323948381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99373186,0.0005035023,0.00056623085,0.0010957133,0.00031849698,0.0017321459,0.0010267238,0.000007757596,0.0010175746],"genre_scores_gemma":[0.9890359,0.00006625223,0.0011380636,0.008921965,0.00007371965,0.00013275897,0.00019475767,0.00002893551,0.00040765316],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975405,0.00060543563,0.00089503656,0.00012677128,0.00016283285,0.000669447],"domain_scores_gemma":[0.9977335,0.00042258625,0.0006330682,0.00030158987,0.00014547523,0.0007638243],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012497711,0.00020798454,0.0005514489,0.00028274162,0.0013377505,0.000023216804,0.00039196658,0.00009039157,0.000022199012],"category_scores_gemma":[0.000022017462,0.00019950393,0.00016440477,0.00014732762,0.000089871304,0.00032148496,0.000026384641,0.0004815109,0.0000056545978],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011117902,0.010073866,0.048182327,0.001639212,0.00077676924,0.00014687606,0.29444852,0.00030921985,0.00048364082,0.004369025,0.18560764,0.44284502],"study_design_scores_gemma":[0.08322711,0.024412634,0.7708315,0.0026283544,0.00013460172,0.00027539415,0.06650092,0.019680388,0.00051579584,0.014661314,0.014714397,0.002417552],"about_ca_topic_score_codex":0.06512756,"about_ca_topic_score_gemma":0.10583039,"teacher_disagreement_score":0.7226492,"about_ca_system_score_codex":0.0012982825,"about_ca_system_score_gemma":0.0015144233,"threshold_uncertainty_score":0.9999624},"labels":[],"label_agreement":null},{"id":"W2324252594","doi":"10.1017/gmh.2016.8","title":"Scaling up interventions for depression in sub-Saharan Africa: lessons from Zimbabwe","year":2016,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; University of Cape Town; Grand Challenges Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; University of Cambridge","keywords":"Psychological intervention; Mental health; Referral; Context (archaeology); Scale (ratio); Focus group; Nursing; Government (linguistics); Implementation research; Medicine; Intervention (counseling); Psychology; Business; Psychiatry; Marketing; Geography","score_opus":0.09099200193361197,"score_gpt":0.4326093779972484,"score_spread":0.34161737606363646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324252594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94517785,0.025701283,0.0061925864,0.00789477,0.004680406,0.0031701948,0.004678424,0.00016150826,0.0023429738],"genre_scores_gemma":[0.9955528,0.00079411676,0.0006368384,0.0005211177,0.00017612721,0.0005718677,0.00043820933,0.00003300369,0.0012759152],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969692,0.00024989166,0.0008353345,0.0007534579,0.00023512129,0.00095699605],"domain_scores_gemma":[0.9986663,0.00018045482,0.00031139803,0.00040170763,0.000030086874,0.0004100871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000459306,0.0003014402,0.00048017118,0.000109924804,0.00039937164,0.000034204182,0.0003244798,0.000158413,0.00017360007],"category_scores_gemma":[0.000024532917,0.00023170249,0.00024387852,0.0002568631,0.000078567544,0.00021891229,0.00013920653,0.00012851194,0.00033865657],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011885801,0.0013564735,0.031548657,0.0002721637,0.00008141215,0.000016812368,0.0005127541,2.601788e-7,0.0003284974,0.0030628443,0.110210516,0.851421],"study_design_scores_gemma":[0.024887454,0.0010840511,0.9187983,0.0071145454,0.00007908907,0.00003895033,0.0011187199,0.00008807472,0.0021571445,0.002280914,0.041358892,0.0009938484],"about_ca_topic_score_codex":0.001821399,"about_ca_topic_score_gemma":0.0003809249,"teacher_disagreement_score":0.88724965,"about_ca_system_score_codex":0.0013151161,"about_ca_system_score_gemma":0.000072521165,"threshold_uncertainty_score":0.9448554},"labels":[],"label_agreement":null},{"id":"W2325643429","doi":"10.1177/0706743716628855","title":"Perceived Need for and Perceived Sufficiency of Mental Health Care in the Canadian Armed Forces","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Canadian Armed Forces; University of Ottawa; McGill University; Douglas Mental Health University Institute; Defence Research and Development Canada","funders":"","keywords":"Mental health; Sample (material); Health care; Mental health care; Medicine; Psychology; Environmental health; Family medicine; Psychiatry; Political science","score_opus":0.02103807487294768,"score_gpt":0.32453033075625654,"score_spread":0.30349225588330886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325643429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90397245,0.0041380124,0.000002059824,0.08761574,0.0014304944,0.00072247745,0.00018664388,0.0000017902353,0.0019303515],"genre_scores_gemma":[0.9969591,0.000044037628,0.00017865187,0.0024066856,0.00019802485,0.000015724545,0.0000069812995,0.000014642894,0.00017614114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846894,0.00021635473,0.00047716784,0.00013822928,0.00015351798,0.0005458008],"domain_scores_gemma":[0.9988041,0.00010214616,0.0002958225,0.00020662564,0.000074475305,0.00051682146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006441096,0.0001419325,0.0002480039,0.00030924237,0.00077587186,0.000037177528,0.00045283945,0.000078161225,0.00021487878],"category_scores_gemma":[0.00001577876,0.000071058486,0.00009408924,0.00015456378,0.00021742657,0.00008155637,0.00000477121,0.00016767034,0.0000039515867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074493967,0.00018520113,0.62775224,0.00023125949,0.00021965298,0.000032682776,0.23066634,0.0000018108462,0.000046529345,0.047274984,0.046156738,0.046687588],"study_design_scores_gemma":[0.0035058944,0.0012799777,0.93139476,0.00029127748,0.00003944808,0.00015139452,0.05533086,0.0000023211403,0.0000022667787,0.0023820356,0.005467654,0.0001521275],"about_ca_topic_score_codex":0.6119046,"about_ca_topic_score_gemma":0.9967904,"teacher_disagreement_score":0.38488585,"about_ca_system_score_codex":0.00048687952,"about_ca_system_score_gemma":0.0027711925,"threshold_uncertainty_score":0.5967457},"labels":[],"label_agreement":null},{"id":"W2325998158","doi":"10.1017/s2045796014000316","title":"The Global Burden of Disease 2010 update: keeping mental health in the spotlight","year":2014,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Burden of disease; Mental health; Global mental health; Internet privacy; Disease; Computer science; Medicine; Psychiatry","score_opus":0.046901734954068734,"score_gpt":0.4148461167073482,"score_spread":0.3679443817532795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325998158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6551963,0.037764728,0.0000888538,0.29384232,0.0036902586,0.00061973906,0.000027764916,0.000017579727,0.008752439],"genre_scores_gemma":[0.9897405,0.0015841285,0.00029575886,0.007997331,0.00024913924,0.00003041005,0.000008135461,0.0000025808692,0.00009204705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996766,0.0017592411,0.0005182873,0.00034870053,0.000106852945,0.00050091906],"domain_scores_gemma":[0.99788344,0.0014432153,0.00030266834,0.00024307925,0.0000074530444,0.00012017193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075234724,0.00011825382,0.00026019214,0.00005768503,0.0012255207,0.000013072736,0.0005187781,0.000056939654,0.000057670517],"category_scores_gemma":[0.00013562318,0.000057838715,0.000051748804,0.0004875949,0.000755608,0.00006371208,0.000042439766,0.00013088871,0.000028211038],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001476756,0.00008131562,0.6568507,0.000017125301,0.000010498628,4.1764594e-7,0.00067947066,0.000007144858,5.727988e-8,0.26731867,0.021074358,0.05381259],"study_design_scores_gemma":[0.0005594171,0.00036441186,0.88055974,0.000017610213,0.000010128832,0.000011095979,0.0011345549,0.000286099,9.194014e-8,0.085997164,0.03096933,0.00009035705],"about_ca_topic_score_codex":0.0015296156,"about_ca_topic_score_gemma":0.00029488292,"teacher_disagreement_score":0.33454415,"about_ca_system_score_codex":0.000020150075,"about_ca_system_score_gemma":0.000045332217,"threshold_uncertainty_score":0.9425838},"labels":[],"label_agreement":null},{"id":"W2326361916","doi":"10.1097/00004479-200307000-00009","title":"Perceived Need and Receipt of Outpatient Mental Health Services","year":2003,"lang":"en","type":"article","venue":"Journal of Ambulatory Care Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Receipt; Mental health; Health maintenance; Referral; Prior authorization; Quarter (Canadian coin); Medicine; Preferred provider organization; Family medicine; Phone; Health care; Payment; Nursing; Business; Psychiatry; Finance; Geography","score_opus":0.01376919001969163,"score_gpt":0.31992107796146435,"score_spread":0.3061518879417727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326361916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98237914,0.0054372004,0.000008181585,0.00030985192,0.0012628178,0.0005057287,0.000010049844,0.000008084911,0.010078947],"genre_scores_gemma":[0.9977604,0.00039616454,0.00060660276,0.00062529976,0.00003761438,0.0000061577343,0.000006763208,0.00001518153,0.0005457853],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998474,0.00017563216,0.00063849735,0.00016258874,0.0003133964,0.00023590034],"domain_scores_gemma":[0.9989294,0.000015704805,0.0006290522,0.00018307124,0.000078606536,0.00016417871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003195064,0.00015090349,0.00033107467,0.0002113705,0.00012657038,0.00001712326,0.00013433758,0.000045492437,0.00028923413],"category_scores_gemma":[0.0000010015788,0.000112677735,0.00008842322,0.00010613817,0.000036613288,0.000109043984,0.000042565036,0.00011289431,0.000009413549],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022856817,0.00382786,0.29186216,0.0092388755,0.0028791178,0.00037602172,0.22714573,0.00006645734,0.00021107719,0.016959848,0.021405764,0.4237414],"study_design_scores_gemma":[0.0081189405,0.0037686324,0.68866074,0.00095542206,0.00020265783,0.00008627168,0.21366337,0.000005714543,0.00019013783,0.00020833952,0.083794065,0.00034568974],"about_ca_topic_score_codex":0.00006697707,"about_ca_topic_score_gemma":0.000014784208,"teacher_disagreement_score":0.42339572,"about_ca_system_score_codex":0.00022286104,"about_ca_system_score_gemma":0.000018952835,"threshold_uncertainty_score":0.45948648},"labels":[],"label_agreement":null},{"id":"W2327211200","doi":"10.1177/0706743716640288","title":"How Often Do Individuals with Major Depression Receive Minimally Adequate Treatment? A Population-Based, Data Linkage Study","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Medicine; Depression (economics); Logistic regression; Population; Mental health; Psychiatry; Receipt; Internal medicine; Environmental health","score_opus":0.045342781442978194,"score_gpt":0.334027109445848,"score_spread":0.2886843280028698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327211200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9610791,0.002471616,0.000028424043,0.033066515,0.0016590068,0.0008251469,0.00038172005,0.00001079414,0.00047764095],"genre_scores_gemma":[0.9959903,0.0000069251823,0.0010135851,0.0005092837,0.0005791895,0.00003242345,0.000041995514,0.00003848889,0.0017878208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980621,0.00037734283,0.00044871742,0.00033983105,0.00030272076,0.0004693354],"domain_scores_gemma":[0.99757135,0.00016859728,0.0006597594,0.0009628305,0.00007771859,0.0005597385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000542228,0.0002556479,0.00031636615,0.0002797849,0.00053820387,0.00016769534,0.0009097539,0.00010317062,0.0006475533],"category_scores_gemma":[0.000020068588,0.00011748356,0.00007148307,0.00021417675,0.00007309345,0.00032895445,0.000022051368,0.00018535521,0.000047682053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033557348,0.00030451294,0.95578605,0.0000071730365,0.00042676585,0.00012243967,0.0009197996,0.0000010089199,8.5830425e-7,0.00024273264,0.004412005,0.037441064],"study_design_scores_gemma":[0.0077635036,0.0024600686,0.9825756,0.0003468311,0.0005088357,0.00012032221,0.0028040498,0.0000012773556,0.0000073663446,0.0008610563,0.0023172616,0.00023385652],"about_ca_topic_score_codex":0.02642066,"about_ca_topic_score_gemma":0.38261,"teacher_disagreement_score":0.35618934,"about_ca_system_score_codex":0.00025522168,"about_ca_system_score_gemma":0.0009303063,"threshold_uncertainty_score":0.9800625},"labels":[],"label_agreement":null},{"id":"W2327918660","doi":"10.7748/ns.29.22.44.e9250","title":"Community mental health initiatives in Pakistan","year":2015,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Huddersfield","keywords":"Mental health; Psychology; Political science; Nursing; Medicine; Psychiatry","score_opus":0.10990301295545919,"score_gpt":0.5062776121497957,"score_spread":0.39637459919433654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327918660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8237455,0.0016041135,0.000100576144,0.0050997925,0.0014571892,0.0005116877,0.00017282025,0.000084830615,0.16722353],"genre_scores_gemma":[0.9985555,0.000018595869,0.00035505064,0.0005849813,0.00004618858,0.000019234692,0.000092992515,0.000016383061,0.00031109992],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99829656,0.0006775453,0.00028573617,0.0001521685,0.00021038369,0.00037759446],"domain_scores_gemma":[0.99940044,0.000044479406,0.00009671717,0.00023531982,0.000027539303,0.00019549273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080505776,0.00012505335,0.00023394341,0.00010206476,0.00031582746,0.000027595657,0.00013470782,0.00005333715,0.00019865231],"category_scores_gemma":[0.000006984662,0.000118553224,0.00002592912,0.00018412559,0.00012177329,0.0001401027,0.000016906844,0.00030604925,0.00004963338],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030618603,0.0025664833,0.05882242,0.00006521317,0.00004593433,0.00003785101,0.34408882,0.000001869978,0.000007349666,0.02882599,0.10022018,0.46225604],"study_design_scores_gemma":[0.028863404,0.008638426,0.49775958,0.002446434,0.000025368336,0.00007903097,0.3641547,0.000028887272,0.0003680089,0.033520594,0.06308814,0.0010274136],"about_ca_topic_score_codex":0.0011935876,"about_ca_topic_score_gemma":0.00046222119,"teacher_disagreement_score":0.4612286,"about_ca_system_score_codex":0.0011649699,"about_ca_system_score_gemma":0.00009589014,"threshold_uncertainty_score":0.483446},"labels":[],"label_agreement":null},{"id":"W232893152","doi":"","title":"Comparison of the Personal Health Questionnaire and the Self Reporting Questionnaire in rural Pakistan.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Patient Health Questionnaire; Receiver operating characteristic; Clinical psychology; Urdu; Population; Depression (economics); Psychiatry; Depressive symptoms; Internal medicine; Environmental health","score_opus":0.03481940251730442,"score_gpt":0.3763201304649377,"score_spread":0.34150072794763325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W232893152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838503,0.0051049935,0.000006324021,0.007888414,0.00041655498,0.0011376926,0.0000025952447,0.000032993576,0.0015601038],"genre_scores_gemma":[0.99864376,0.000009535005,0.000011179328,0.00021799511,0.000092216775,0.0006739048,0.000003822716,0.000007826707,0.00033975305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982209,0.0003350721,0.0008229569,0.00015617863,0.00016070557,0.00030415852],"domain_scores_gemma":[0.9988627,0.000049869795,0.00085963315,0.00016146526,0.000021584041,0.000044774417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012193833,0.0000974875,0.00024899567,0.000035354835,0.00024469395,0.000019616527,0.00009759998,0.00004824654,0.000007117317],"category_scores_gemma":[0.000043922384,0.000054851742,0.000048707738,0.00016727082,0.00014616421,0.000052013318,0.000032003438,0.0001558233,0.0000013715008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000835214,0.00017772875,0.9192724,0.000062713436,0.0000097705415,0.0000015545153,0.0031103573,0.0000013049734,1.8058672e-7,0.0069308924,0.0003304776,0.07001909],"study_design_scores_gemma":[0.0012610364,0.000014302942,0.996735,0.00009070216,0.000009573163,0.000015895848,0.0009421677,0.000085182786,0.000007060264,0.00068895164,0.00010024943,0.000049898325],"about_ca_topic_score_codex":0.009363458,"about_ca_topic_score_gemma":0.002923446,"teacher_disagreement_score":0.07746257,"about_ca_system_score_codex":0.00013257437,"about_ca_system_score_gemma":0.00002612892,"threshold_uncertainty_score":0.9972333},"labels":[],"label_agreement":null},{"id":"W2329041058","doi":"10.1136/bmjopen-2014-006562","title":"The African, Caribbean and European (ACE) Pathways to Care study: a qualitative exploration of similarities and differences between African-origin, Caribbean-origin and European-origin groups in pathways to care for psychosis","year":2015,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; McMaster University; York University; Western University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Caribbean region; Qualitative research; Health care; Gerontology; Anthropology; Latin Americans; Economic growth","score_opus":0.303930723293885,"score_gpt":0.46709238589707697,"score_spread":0.16316166260319198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329041058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973231,0.00096103287,0.00012653267,0.0014782059,0.00034578142,0.015042383,0.0008586786,0.0000381236,0.00791824],"genre_scores_gemma":[0.99613005,0.00003138763,0.0005136447,0.00015055068,0.00016895501,0.0027020716,0.00010734945,0.00006241023,0.00013355385],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9955818,0.001930596,0.00077230606,0.000832156,0.00035730485,0.0005258031],"domain_scores_gemma":[0.99784744,0.0006600448,0.000281586,0.0005369288,0.00025428183,0.0004197055],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021575491,0.00040977562,0.0007166297,0.00021266572,0.00051554287,0.0003468234,0.00059958326,0.000065575456,0.0000053786775],"category_scores_gemma":[0.000121101424,0.00030946478,0.00004402489,0.0003822389,0.00014747183,0.00042416799,0.0005342527,0.00017320534,0.00001029215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009660224,0.00015416763,0.12533602,0.0002541168,0.00010347994,0.000025126985,0.8409279,0.0000014307128,0.000012855298,0.0021170091,0.0015139942,0.0285879],"study_design_scores_gemma":[0.0034167818,0.0031213746,0.14684634,0.00021774146,0.00008623778,0.0000016621009,0.83765435,0.0000030390995,0.000032981814,0.00061651476,0.0075827143,0.00042028687],"about_ca_topic_score_codex":0.0055613155,"about_ca_topic_score_gemma":0.009793876,"teacher_disagreement_score":0.028167613,"about_ca_system_score_codex":0.00015235855,"about_ca_system_score_gemma":0.0000675976,"threshold_uncertainty_score":0.99993575},"labels":[],"label_agreement":null},{"id":"W2329373558","doi":"10.1177/070674371506001209","title":"Successful Application of a Canadian Mental Health Curriculum Resource by Usual Classroom Teachers in Significantly and Sustainably Improving Student Mental Health Literacy","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Curriculum; Mental health; Mental health literacy; Resource (disambiguation); Intervention (counseling); Psychology; Literacy; Population; Medicine; Medical education; Mathematics education; Pedagogy; Mental illness; Psychiatry; Environmental health; Computer science","score_opus":0.012387441219590909,"score_gpt":0.329318224966391,"score_spread":0.3169307837468001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329373558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8961242,0.013034821,0.000012904804,0.087915316,0.0009737661,0.0010932519,0.00020007943,0.000005516959,0.00064013863],"genre_scores_gemma":[0.99702036,0.000047064786,0.00030093294,0.0021249054,0.00017941547,0.000018812594,0.000067810994,0.00002883139,0.00021188722],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9971405,0.0004906678,0.00094543234,0.00026826916,0.0003241502,0.0008309402],"domain_scores_gemma":[0.996809,0.000024185876,0.00087457045,0.00025827775,0.000085461055,0.0019484846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018220028,0.00022417743,0.00040436155,0.0008388053,0.0005393052,0.00009143295,0.00046353566,0.000096936885,0.00003715976],"category_scores_gemma":[0.000009240773,0.00018274329,0.00006517951,0.0005979278,0.00014172685,0.00021260284,0.000021296115,0.00049579033,0.000003994197],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011241056,0.000292772,0.80797833,0.00008968075,0.0000833733,0.000015920641,0.048956245,0.0000049442388,0.0000031840511,0.0027866638,0.096302815,0.04337365],"study_design_scores_gemma":[0.014430605,0.0057115476,0.32184494,0.000717034,0.00008625221,0.0006605039,0.4831036,0.00021001855,0.000011078408,0.0019752674,0.17028846,0.000960691],"about_ca_topic_score_codex":0.94185966,"about_ca_topic_score_gemma":0.9789486,"teacher_disagreement_score":0.4861334,"about_ca_system_score_codex":0.0023001255,"about_ca_system_score_gemma":0.0050555593,"threshold_uncertainty_score":0.8968345},"labels":[],"label_agreement":null},{"id":"W2330295974","doi":"10.1017/s1121189x00003201","title":"Towards a dynamic description of major depression epidemiology","year":2004,"lang":"en","type":"article","venue":"Epidemiologia e Psichiatria Sociale","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"South Health Campus; Alberta Health Services; University of Calgary","funders":"","keywords":"Epidemiology; Declaration; Population; Actuarial science; Depression (economics); Acknowledgement; Medicine; Computer science; Environmental health; Economics","score_opus":0.07879986579270527,"score_gpt":0.40807644802330184,"score_spread":0.3292765822305966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330295974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708061,0.005990484,0.009036546,0.0038711387,0.0031775273,0.00092419283,0.00006376388,0.00019050114,0.005939721],"genre_scores_gemma":[0.984511,0.00018332445,0.012871357,0.0011307045,0.00036119227,0.00018501598,0.00012636594,0.000033651242,0.00059737853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956565,0.0013665871,0.0013621326,0.000657547,0.00013520134,0.00082206196],"domain_scores_gemma":[0.9972496,0.0010585714,0.0009578202,0.00047767122,0.00007570051,0.00018064948],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003014139,0.00032396536,0.0010788614,0.0001656923,0.0003170178,0.0000056310296,0.00038790348,0.00057313486,0.0007042021],"category_scores_gemma":[0.0013556841,0.00026482798,0.0003680604,0.00033849187,0.00028252436,0.00015873695,0.000116739655,0.00037881752,0.00032941328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010402574,0.001217397,0.71385914,0.00020024036,0.00040886822,0.000022279182,0.001665306,0.00013803347,0.000860293,0.16565564,0.0060403054,0.108892225],"study_design_scores_gemma":[0.0043561542,0.00045464007,0.7142223,0.0000797156,0.00015931921,0.000016269549,0.00056371803,0.000032861546,0.0001644573,0.2791016,0.000494398,0.00035452712],"about_ca_topic_score_codex":0.004116397,"about_ca_topic_score_gemma":0.00036881445,"teacher_disagreement_score":0.11344595,"about_ca_system_score_codex":0.00034316527,"about_ca_system_score_gemma":0.00012708976,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W2331341945","doi":"10.1016/s0924-9338(14)78129-5","title":"EPA-0784 – Overcoming stigma in mood disorders: a new psychoeducational and behviour modification course","year":2014,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Stigma (botany); Anxiety; Psychology; Mood; Mood disorders; Mental health; Clinical psychology; Social stigma; Psychiatry; Psychotherapist; Medicine; Family medicine","score_opus":0.023475119456038473,"score_gpt":0.3496003223239711,"score_spread":0.3261252028679326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331341945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8635526,0.0014409836,0.0005228268,0.0066207903,0.002285874,0.00036119943,0.000007780801,0.00003587707,0.12517212],"genre_scores_gemma":[0.99464715,0.00003229228,0.0016350634,0.00046959505,0.00068800466,0.000020032829,0.000051058196,0.000041805575,0.0024150158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849164,0.00028942103,0.00033815292,0.00045147637,0.0001303447,0.00029895996],"domain_scores_gemma":[0.9992545,0.00005304628,0.00014012208,0.00036180325,0.000011199509,0.00017930673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003520765,0.00018385211,0.00014671058,0.00011529029,0.00015839208,0.000044785003,0.00019337526,0.000050061237,0.0007738327],"category_scores_gemma":[0.0000097463135,0.00018457291,0.000040574483,0.0001664197,0.000040682608,0.00013986102,0.000029644018,0.00018040862,0.0007077093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015336892,0.0013550142,0.71475166,0.00003633544,0.00003183637,0.0000010731228,0.0035542971,0.0000066494035,0.000025233918,0.04510273,0.014303128,0.2206787],"study_design_scores_gemma":[0.002517694,0.00012010387,0.98451847,0.000111589965,0.000022296153,0.000009094148,0.0008560504,0.00006840872,0.0000012778816,0.0058623278,0.005703472,0.00020924582],"about_ca_topic_score_codex":0.00024398671,"about_ca_topic_score_gemma":0.0005229163,"teacher_disagreement_score":0.2697668,"about_ca_system_score_codex":0.000026891777,"about_ca_system_score_gemma":0.000037033078,"threshold_uncertainty_score":0.9096407},"labels":[],"label_agreement":null},{"id":"W2331439827","doi":"10.1186/s12875-016-0440-0","title":"The influence of gender and other patient characteristics on health care-seeking behaviour: a QUALICOPC study","year":2016,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1145,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Toronto; Dr. Everett Chalmers Regional Hospital; University of Ottawa; Dalhousie University","funders":"Canadian Foundation for Healthcare Improvement","keywords":"Medicine; Health care; Family medicine","score_opus":0.09537952137321645,"score_gpt":0.42616724724404165,"score_spread":0.33078772587082517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331439827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949321,0.0008115027,0.000024911287,0.00024525516,0.0003464225,0.0009830286,0.000041402996,0.000022084285,0.002593248],"genre_scores_gemma":[0.99697334,0.00006959749,0.000110631656,0.0025485982,0.00003973801,0.00012261771,0.0000014789514,0.000021188072,0.000112838745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980323,0.00069773896,0.0004388992,0.00028580285,0.00026507096,0.0002802131],"domain_scores_gemma":[0.9973362,0.0015181991,0.0005593242,0.00042010908,0.00007858125,0.00008755243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005642003,0.00014366869,0.0001853481,0.0000424389,0.00028870426,0.000030248799,0.00013296487,0.000045881472,0.000017167922],"category_scores_gemma":[0.0001543272,0.000080312515,0.000024760271,0.00007596558,0.000062336716,0.00014479397,0.000055529843,0.00010686348,0.00005920529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023336243,0.002647124,0.80098206,0.000103019775,0.00014004744,0.000023933224,0.05577492,7.422457e-7,0.0002177175,0.0032197323,0.0008722496,0.13368484],"study_design_scores_gemma":[0.0012146675,0.0015442224,0.9500082,0.00005817588,0.000044113378,0.000006504268,0.03739282,4.0489306e-7,0.000009182044,0.000009888906,0.00960696,0.00010486994],"about_ca_topic_score_codex":0.0014935606,"about_ca_topic_score_gemma":0.00008678075,"teacher_disagreement_score":0.14902614,"about_ca_system_score_codex":0.000090826245,"about_ca_system_score_gemma":0.00005083698,"threshold_uncertainty_score":0.32750493},"labels":[],"label_agreement":null},{"id":"W2332251008","doi":"10.1097/nmd.0b013e318275cf43","title":"Changing Psychiatric Perception of African-Americans With Affective Disorders","year":2012,"lang":"en","type":"review","venue":"The Journal of Nervous and Mental Disease","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Depression (economics); Psychiatry; African american; Psychology; Major depressive disorder; Perception; MEDLINE; Medicine; Clinical psychology; Cognition; History","score_opus":0.03462478028834847,"score_gpt":0.37161338744746547,"score_spread":0.336988607159117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332251008","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017472088,0.98022693,0.000024958828,0.000079224585,0.0004518396,0.00080177514,0.00007802334,0.000005096925,0.00086007203],"genre_scores_gemma":[0.17127815,0.8281419,0.000022537464,0.00003328605,0.00022018324,0.000027795768,0.000018082157,0.000029482944,0.00022853445],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860424,0.00032868359,0.0004150659,0.0001259074,0.00022689917,0.00029922722],"domain_scores_gemma":[0.9984809,0.00009358262,0.00095993147,0.00016891927,0.00002138265,0.00027524834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028001418,0.00026979536,0.0007075778,0.00025060342,0.0001829699,0.000009911994,0.00018707695,0.00005002111,0.0002126953],"category_scores_gemma":[0.0000017770719,0.00013452805,0.00024703614,0.00030636982,0.00013737247,0.00009724402,0.000041275583,0.00021637458,0.000009656906],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042471619,0.00049756584,0.00038078718,0.0022384725,0.00027622443,0.0000071191835,0.0021063809,2.1244833e-7,2.0966398e-7,0.000024693652,0.00013851792,0.9939051],"study_design_scores_gemma":[0.010004744,0.011456369,0.06799554,0.02312378,0.052721746,0.0018874966,0.08002948,0.00000976911,5.2393835e-7,0.00043978574,0.74991286,0.002417931],"about_ca_topic_score_codex":0.00008374436,"about_ca_topic_score_gemma":0.000008867859,"teacher_disagreement_score":0.99148715,"about_ca_system_score_codex":0.000098201235,"about_ca_system_score_gemma":0.0000521684,"threshold_uncertainty_score":0.54858947},"labels":[],"label_agreement":null},{"id":"W2333038450","doi":"10.7870/cjcmh-2004-0011","title":"The “World Mental Health” Framework: Dominant Discourses in Mental Health and International Development","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Psychology; Psychiatry","score_opus":0.05983527685045431,"score_gpt":0.4216059641037819,"score_spread":0.3617706872533276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333038450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77126145,0.021035112,0.000017834074,0.20148626,0.0040997597,0.0011187405,0.00019960022,0.0000096729755,0.00077154575],"genre_scores_gemma":[0.9851292,0.00214907,0.0007540826,0.010829985,0.00013416965,0.000024021654,0.00020894433,0.00003519092,0.0007353572],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995778,0.0010478575,0.0014405296,0.00018474544,0.0003866703,0.0011621643],"domain_scores_gemma":[0.9965358,0.0001656361,0.0009158237,0.0003296454,0.000044425622,0.002008684],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002674218,0.00032029615,0.00057602883,0.00056918827,0.0043578763,0.00012927353,0.00079106557,0.00007495603,0.00018446396],"category_scores_gemma":[0.000020838395,0.00025620573,0.00008852475,0.0003284862,0.0002839249,0.00028026366,0.00011242727,0.0013945969,0.00002038827],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001160942,0.0019078287,0.045590773,0.00026275878,0.00034704147,0.00005998188,0.3616788,0.000005805847,0.0000028648533,0.0202901,0.04018531,0.52850777],"study_design_scores_gemma":[0.014566234,0.004191435,0.19607675,0.0049612443,0.000009516162,0.0014765118,0.22217557,0.000010495369,0.00007027127,0.0048284903,0.55081135,0.00082214124],"about_ca_topic_score_codex":0.0688902,"about_ca_topic_score_gemma":0.56837356,"teacher_disagreement_score":0.52768564,"about_ca_system_score_codex":0.006213343,"about_ca_system_score_gemma":0.004233165,"threshold_uncertainty_score":0.99998903},"labels":[],"label_agreement":null},{"id":"W2333075882","doi":"10.7870/cjcmh-2005-0004","title":"Meperceived Need and Help-Seeking for Mental Health Problems Among Canadian Provinces and Territories","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Socioeconomic status; Help-seeking; Mental health care; Environmental health; Psychology; Medicine; Psychiatry; Population","score_opus":0.04387747310500457,"score_gpt":0.3479457279206643,"score_spread":0.30406825481565974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333075882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9488967,0.008058327,0.000005224581,0.039232977,0.0010083313,0.0015842515,0.0005531911,0.0000116980655,0.0006492959],"genre_scores_gemma":[0.99436647,0.000341035,0.00035082377,0.0040943613,0.00026246023,0.000029748346,0.0001643348,0.00003398127,0.00035681558],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973284,0.0006124638,0.00076517736,0.00015462415,0.00016480735,0.00097455253],"domain_scores_gemma":[0.9961954,0.000102045866,0.0005037629,0.00021205317,0.00006655509,0.0029202236],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015084072,0.00026290334,0.00052961934,0.00047639146,0.0035433404,0.00013196838,0.0003258884,0.000104168364,0.00010545936],"category_scores_gemma":[0.000013779735,0.00025110817,0.00006383544,0.00013337411,0.00025534435,0.00043233985,0.000028837741,0.00061153754,0.000002307081],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028904664,0.00038754474,0.2728714,0.0011639852,0.00028385266,0.000018059645,0.32542303,0.000002575792,0.000021874856,0.0014868228,0.039648097,0.35840368],"study_design_scores_gemma":[0.009828807,0.0075294864,0.5495186,0.0020876543,0.000049654158,0.0009805245,0.15928112,0.0002176192,0.000036962974,0.0005590245,0.2690295,0.00088103587],"about_ca_topic_score_codex":0.91782707,"about_ca_topic_score_gemma":0.9943962,"teacher_disagreement_score":0.35752267,"about_ca_system_score_codex":0.0023730325,"about_ca_system_score_gemma":0.0019952343,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W2333096368","doi":"10.1037/a0035527","title":"A re-examination of behaviour in depression: Have we grossly underestimated the extent and impact of the behavioural suffering?","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Providence Health Care","funders":"Queen's University","keywords":"Psychology; Depression (economics); Clinical psychology; Psychoanalysis; Keynesian economics","score_opus":0.11357220200770846,"score_gpt":0.34227310990358206,"score_spread":0.2287009078958736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333096368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975119,0.00043304756,0.000011589784,0.00048607422,0.0007285977,0.0004496729,0.000027834494,0.0000027553024,0.00034849008],"genre_scores_gemma":[0.9997617,0.00000877557,0.000100237325,0.00003272735,0.000027827307,0.000012865433,0.000001918299,0.0000085466045,0.000045373894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99738836,0.00021696345,0.0009044179,0.00032967614,0.00036775233,0.00079284306],"domain_scores_gemma":[0.9976273,0.00009592674,0.00090197753,0.00032534497,0.0003007637,0.0007486425],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033830914,0.00021291921,0.0003586943,0.0005968383,0.001050589,0.000111740024,0.0011984005,0.000062539184,0.00018624979],"category_scores_gemma":[0.00008280701,0.00012464791,0.000140189,0.0010598007,0.0037382364,0.0004256984,0.00008274087,0.00023595708,4.5301346e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011595567,0.000079282814,0.9861025,0.000012442181,0.0000077387685,0.000042346877,0.005661633,0.0001319794,0.00015960814,0.00048723115,0.000027950087,0.007275672],"study_design_scores_gemma":[0.00063461653,0.0007972035,0.991856,0.00030688636,0.000056808378,0.00026274106,0.0047279885,0.00073467434,0.00023850948,0.00024671096,0.000006837986,0.00013103343],"about_ca_topic_score_codex":0.27774426,"about_ca_topic_score_gemma":0.6346406,"teacher_disagreement_score":0.35689634,"about_ca_system_score_codex":0.0011757726,"about_ca_system_score_gemma":0.00073603337,"threshold_uncertainty_score":0.998973},"labels":[],"label_agreement":null},{"id":"W2334637637","doi":"10.1097/wtf.0000000000000065","title":"Rethinking mental health care","year":2014,"lang":"en","type":"article","venue":"Intervention","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Grand Challenges Canada; Wellcome Trust","keywords":"Mental health; Mental health care; Health care; Intervention (counseling); Nursing; Psychology; Psychiatry; Medicine; Political science","score_opus":0.0429974836893547,"score_gpt":0.42756033526006637,"score_spread":0.3845628515707117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334637637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94563186,0.0021308379,0.0009855806,0.0022731614,0.003660455,0.00048419082,0.000013478978,0.0001429543,0.044677485],"genre_scores_gemma":[0.99634475,0.0000038761527,0.0001523071,0.0006024753,0.00013463486,0.000033052213,0.00015720392,0.000010664858,0.0025610283],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991565,0.00016355826,0.00022506405,0.00017434795,0.000093364564,0.00018720477],"domain_scores_gemma":[0.9996613,0.000012732607,0.00011304529,0.00014474086,0.00001360956,0.000054549855],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023091583,0.00007340588,0.00009807264,0.000049982616,0.00017080309,0.000019682064,0.00008583813,0.000040976323,0.0014369042],"category_scores_gemma":[0.0000032884993,0.000067880326,0.00008904739,0.000047055615,0.000013813726,0.00006679,0.000024812889,0.00007675882,0.00052120816],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008089481,0.00023091047,0.005909329,0.0001523496,0.000032531778,0.0000018148748,0.017280111,1.3543846e-7,0.000011934284,0.01380339,0.014080136,0.9484165],"study_design_scores_gemma":[0.020328186,0.009695312,0.37265554,0.0033576523,0.000085604166,0.00010646651,0.023972357,0.00027895652,0.002236056,0.023515902,0.54243034,0.0013375953],"about_ca_topic_score_codex":0.00067568815,"about_ca_topic_score_gemma":0.00027011544,"teacher_disagreement_score":0.9470789,"about_ca_system_score_codex":0.00013320622,"about_ca_system_score_gemma":0.0000028529794,"threshold_uncertainty_score":0.9994759},"labels":[],"label_agreement":null},{"id":"W2335161917","doi":"10.1097/ajp.0000000000000292","title":"Pain and Depressive Symptoms in Primary Care","year":2015,"lang":"en","type":"article","venue":"Clinical Journal of Pain","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University; Bishop's University","funders":"","keywords":"Affect (linguistics); Medicine; Moderation; Psychopathology; Depression (economics); Center for Epidemiologic Studies Depression Scale; Clinical psychology; Psychiatry; Pain catastrophizing; Primary care; Chronic pain; Depressive symptoms; Psychology; Cognition","score_opus":0.08242662961508994,"score_gpt":0.4507256430264517,"score_spread":0.36829901341136173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335161917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98863864,0.0070968755,0.00018342615,0.00045312292,0.00068342726,0.00015172135,0.00000248471,0.000005587508,0.0027847083],"genre_scores_gemma":[0.9966421,0.000057283036,0.00020562732,0.0025626114,0.0003651126,0.000004858082,0.0000045041133,0.00000959987,0.00014826235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967089,0.0020133106,0.00079825945,0.00014075288,0.00015195191,0.00018678214],"domain_scores_gemma":[0.99762785,0.0015257467,0.00034809462,0.000117818854,0.000079426725,0.00030107726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052506276,0.000090799105,0.00033495176,0.00007556251,0.000025825735,0.000014223896,0.00014669604,0.00013271019,0.000057170837],"category_scores_gemma":[0.00041682972,0.00006727239,0.00007766883,0.00007265559,0.0000789477,0.00008173186,0.000035603825,0.00034285602,0.000017874469],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002437292,0.00018661724,0.6700923,0.000024025092,0.00002780965,0.00029076348,0.00067494524,6.438685e-7,8.5449614e-7,0.000029574236,0.0030468744,0.3253819],"study_design_scores_gemma":[0.007931248,0.0032396896,0.9792667,0.0003703582,0.000041122858,0.00005772338,0.0023226705,0.000025822781,0.0000032708272,0.0010486098,0.005548329,0.00014443147],"about_ca_topic_score_codex":0.000021138645,"about_ca_topic_score_gemma":0.000016725175,"teacher_disagreement_score":0.32523745,"about_ca_system_score_codex":0.00008507093,"about_ca_system_score_gemma":0.00006643042,"threshold_uncertainty_score":0.27432883},"labels":[],"label_agreement":null},{"id":"W2335711951","doi":"10.1037/ort0000062","title":"Evaluating the measurement of mental health service accessibility, acceptability, and availability in the Canadian Community Health Survey.","year":2015,"lang":"en","type":"article","venue":"American Journal of Orthopsychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental health; Reliability (semiconductor); Exploratory factor analysis; Confirmatory factor analysis; Sample (material); Community health; Mental health service; Psychology; Service (business); Gerontology; Medicine; Clinical psychology; Psychometrics; Applied psychology; Psychiatry; Public health; Nursing","score_opus":0.19807317792937598,"score_gpt":0.4663057647644035,"score_spread":0.2682325868350275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335711951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975124,0.0019785892,0.0000037344953,0.020602765,0.0007217058,0.00085782085,0.00007597903,0.000004570817,0.0006308574],"genre_scores_gemma":[0.99338096,0.000035471738,0.00048560658,0.0059871674,0.00006493443,0.000013472775,0.000014986175,0.000014070157,0.0000033433869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9868396,0.01000884,0.0014307152,0.00023733765,0.00096483703,0.00051870325],"domain_scores_gemma":[0.9961627,0.0004330187,0.0016743673,0.0007835044,0.00044250983,0.0005038867],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.041661143,0.00021324746,0.0006316681,0.00015079512,0.0007063405,0.000055382945,0.0008864074,0.000042654956,0.000093522656],"category_scores_gemma":[0.00018297155,0.00012701395,0.00009073339,0.00090038666,0.00041622258,0.00016938268,0.00010589318,0.0009075754,0.000003275428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047841715,0.0006412226,0.8777753,0.000060804105,0.00004948078,6.130856e-7,0.02040259,0.0000049726304,3.9213725e-7,0.00003615952,0.00091471046,0.0996353],"study_design_scores_gemma":[0.0012533901,0.002817926,0.96008325,0.00006445353,0.0000133810745,0.000046304343,0.035130713,0.000015253002,4.6149646e-7,0.0003893015,0.00009783967,0.00008771316],"about_ca_topic_score_codex":0.82233053,"about_ca_topic_score_gemma":0.966995,"teacher_disagreement_score":0.14466442,"about_ca_system_score_codex":0.0009211307,"about_ca_system_score_gemma":0.0026975074,"threshold_uncertainty_score":0.9868115},"labels":[],"label_agreement":null},{"id":"W2336242387","doi":"10.1177/070674371405900109","title":"Do Patients Really Prefer Individual Outpatient Follow-up Visits, Compared with Group Medical Visits?","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mood Disorders Association of British Columbia","funders":"","keywords":"Mood; Medicine; Psychiatry; Anxiety; Humanities","score_opus":0.02147081211196252,"score_gpt":0.2934375984968831,"score_spread":0.2719667863849206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336242387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779536,0.0006418019,0.000045397144,0.005339179,0.0082441205,0.00041539778,0.000051541632,0.000013234319,0.007295699],"genre_scores_gemma":[0.99556404,0.000004316247,0.00031433618,0.0029245238,0.0009059197,0.000011632435,0.00004364576,0.00003587362,0.00019569576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972701,0.00039953156,0.0006744759,0.00023741304,0.00082140276,0.0005970741],"domain_scores_gemma":[0.9976076,0.00009170822,0.00054040004,0.0003987176,0.00013911106,0.0012225021],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009495411,0.00024726233,0.00036190587,0.00022787429,0.0005404079,0.0001058419,0.0008356287,0.00018492111,0.0014575677],"category_scores_gemma":[0.000039248134,0.00014976523,0.000119150754,0.00022301346,0.0001017789,0.0001650608,0.000025968378,0.0005470162,0.00006645419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005957267,0.00032103478,0.9013604,0.000029778028,0.00035383186,0.000022847484,0.0041184425,0.0000031971877,4.707443e-8,0.014872136,0.05712301,0.021199567],"study_design_scores_gemma":[0.007877218,0.0025724708,0.9698535,0.0003407707,0.00021096981,0.00007295514,0.00091913395,0.000006282578,7.3550166e-7,0.0020906844,0.015782721,0.00027251805],"about_ca_topic_score_codex":0.0064067654,"about_ca_topic_score_gemma":0.3600719,"teacher_disagreement_score":0.35366514,"about_ca_system_score_codex":0.00015366336,"about_ca_system_score_gemma":0.0006566034,"threshold_uncertainty_score":0.9994552},"labels":[],"label_agreement":null},{"id":"W2336467976","doi":"10.1093/intqhc/mzv058","title":"Task shifting of mental health care services in Ghana: ease of referral, perception and concerns of stakeholders about quality of care","year":2015,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Referral; Mental health; Nursing; Stakeholder; Medicine; Quarter (Canadian coin); Health care; Perception; Family medicine; Quality (philosophy); Mental illness; Psychiatry; Psychology; Public relations; Political science","score_opus":0.2634789262076966,"score_gpt":0.5400196048948687,"score_spread":0.2765406786871721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336467976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838814,0.01021327,0.000014196277,0.001415065,0.0010000438,0.0007613975,0.0025544094,0.000005133984,0.00015506127],"genre_scores_gemma":[0.9982982,0.00023175865,0.00040356437,0.00036559682,0.000093274895,0.000022180771,0.0005611424,0.000014228252,0.0000100074285],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99564356,0.00080665067,0.0023343614,0.00025294017,0.0006660726,0.00029644344],"domain_scores_gemma":[0.99634856,0.00019858246,0.0021879105,0.00016651426,0.000888133,0.00021031598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017298157,0.00016436308,0.00071374455,0.00031594074,0.00007636812,0.000011027601,0.00028578055,0.0001072864,0.00003795054],"category_scores_gemma":[0.000063707375,0.00016008796,0.00012222394,0.00013798744,0.000102370286,0.00019480808,0.000057257264,0.00022531468,3.4897636e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032447444,0.0003534411,0.42192888,0.00979253,0.00009035883,0.0000027554242,0.53139913,0.000041544252,0.000058144484,0.0014778394,0.00012979993,0.03148082],"study_design_scores_gemma":[0.0062301964,0.001128616,0.24894436,0.0017537426,0.0000073220926,0.0000055559176,0.7414152,0.000012512051,0.000105637,0.00011224718,0.00016432148,0.00012029246],"about_ca_topic_score_codex":0.055758163,"about_ca_topic_score_gemma":0.020567173,"teacher_disagreement_score":0.21001607,"about_ca_system_score_codex":0.0012328753,"about_ca_system_score_gemma":0.0004566303,"threshold_uncertainty_score":0.9973049},"labels":[],"label_agreement":null},{"id":"W2336736764","doi":"10.1177/0743558415605383","title":"Mental Health Literacy in Emerging Adults in a University Setting: Distinctions Between Symptom Awareness and Appraisal","year":2015,"lang":"en","type":"article","venue":"Journal of Adolescent Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Mental health; Mental health literacy; Psychology; Warning signs; Help-seeking; Stigma (botany); Health literacy; Confidentiality; Clinical psychology; Psychiatry; Mental illness; Health care","score_opus":0.10998088259629275,"score_gpt":0.4971521990600461,"score_spread":0.38717131646375336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336736764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99307203,0.0007820167,0.000030104286,0.0051617236,0.00028133957,0.0003111042,0.000016609598,0.000005365742,0.0003397318],"genre_scores_gemma":[0.9993789,0.00012595694,0.00011426017,0.000027412527,0.00017767887,0.0000013900434,0.0000138847,0.000009085598,0.00015143714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975737,0.0008156094,0.00045018684,0.00020120721,0.000475602,0.00048369897],"domain_scores_gemma":[0.99896634,0.00020017262,0.00018621336,0.0001132934,0.00014667647,0.0003873297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023371326,0.000099846024,0.00026018237,0.00075315556,0.00019274332,0.00003575033,0.00019871403,0.000059127568,0.000027791535],"category_scores_gemma":[0.00005197453,0.00009105444,0.000034700064,0.00057703693,0.000073344614,0.0002750068,0.000118509124,0.000723754,0.000008917693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008149905,0.00063630455,0.9391218,0.00010357262,0.000013355377,0.00014536318,0.008255217,0.0000025600696,0.0000020913599,0.000055087476,0.0022006107,0.048649043],"study_design_scores_gemma":[0.004726807,0.00045465823,0.97830874,0.0009830615,0.0000030319572,0.000041259063,0.011110855,0.00008000227,0.000004087564,0.000028072767,0.004185143,0.00007429258],"about_ca_topic_score_codex":0.0017743753,"about_ca_topic_score_gemma":0.00039919434,"teacher_disagreement_score":0.04857475,"about_ca_system_score_codex":0.0006986083,"about_ca_system_score_gemma":0.00024564506,"threshold_uncertainty_score":0.37130922},"labels":[],"label_agreement":null},{"id":"W2337930611","doi":"10.1093/oxfordhb/9780199352722.013.34","title":"Interventions for the Reduction of Violence by Persons with Serious Mental Illnesses","year":2016,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Psychological intervention; Psychiatry; Mental illness; Psychology; Mental health; Clinical psychology; Intervention (counseling); Dialectical behavior therapy; Anger management; Criminal justice; Anger; Psychotherapist; Criminology","score_opus":0.03212727521410864,"score_gpt":0.30094568726432297,"score_spread":0.26881841205021434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337930611","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049218247,0.0015478056,0.0010074719,0.00013127402,0.0015309064,0.003108927,0.0032345566,0.00007652331,0.9844407],"genre_scores_gemma":[0.008854061,0.00041279988,0.000037697413,0.000011209157,0.00007258257,0.000035528064,0.00014825734,0.000026793088,0.9904011],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991409,0.000047982547,0.00015689294,0.00030658318,0.00012688084,0.00022076211],"domain_scores_gemma":[0.99904203,0.00009709578,0.0004260315,0.00031881314,0.00005756599,0.00005848194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006226882,0.00020797156,0.00024489278,0.000072640454,0.0003976524,0.000012249153,0.00036986242,0.00015734379,0.00012116228],"category_scores_gemma":[0.0000012202389,0.00014095526,0.0001977517,0.000011584331,0.0002915622,0.00007032516,0.000082844555,0.00012681058,8.642428e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055380096,0.0005830014,0.0000593101,0.0027023861,0.0022413817,0.00003328313,0.004000579,7.885227e-7,0.00009580941,0.1424733,0.42506436,0.4172078],"study_design_scores_gemma":[0.0018782299,0.00048918737,0.000022839211,0.0018333878,0.00047384202,0.000016073729,0.0010812104,0.0000011978647,0.00029911872,0.000103967985,0.9935988,0.00020211344],"about_ca_topic_score_codex":0.00017922516,"about_ca_topic_score_gemma":0.00003596924,"teacher_disagreement_score":0.5685345,"about_ca_system_score_codex":0.00019442617,"about_ca_system_score_gemma":0.000052963438,"threshold_uncertainty_score":0.5747989},"labels":[],"label_agreement":null},{"id":"W2338083874","doi":"10.1177/0020764016641906","title":"Mental health services use among adults with or without mental disorders: Do development stages matter?","year":2016,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Quebec Rehabilitation Research Network; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Psychology; Psychiatry; Clinical psychology; Medicine","score_opus":0.013726588029341959,"score_gpt":0.354032432776404,"score_spread":0.34030584474706205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338083874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98190004,0.0002371929,0.00005967747,0.011724621,0.0049076793,0.0003856988,0.000099612276,0.000020523967,0.00066493585],"genre_scores_gemma":[0.9944071,0.00010528397,0.0013441605,0.0013575922,0.0007703261,0.000019981217,0.000028073715,0.000035017976,0.001932455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791104,0.000098549055,0.0007103733,0.0002472735,0.0007007512,0.00033200518],"domain_scores_gemma":[0.9986336,0.000035249468,0.00094230496,0.00009101051,0.00012549017,0.0001723263],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001950987,0.0002328886,0.00029472075,0.00018972809,0.00028733787,0.00011154795,0.0004639101,0.000076578755,0.002330157],"category_scores_gemma":[0.0000010731021,0.00013455443,0.00009973537,0.00008384265,0.00009812189,0.0007183063,0.000060606326,0.00014613153,0.000114885544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00429793,0.0007973049,0.93477654,0.00004792067,0.0005963791,0.00001103827,0.01350698,7.000716e-8,0.0000048840134,0.00024948668,0.0074094464,0.03830202],"study_design_scores_gemma":[0.008821331,0.00061512546,0.9655607,0.0014013684,0.000020076763,0.000095108546,0.011221285,5.950754e-7,0.000016765925,0.00013703795,0.011858529,0.00025209042],"about_ca_topic_score_codex":0.00033995346,"about_ca_topic_score_gemma":0.0022081109,"teacher_disagreement_score":0.03804993,"about_ca_system_score_codex":0.0003592893,"about_ca_system_score_gemma":0.00016990937,"threshold_uncertainty_score":0.9985818},"labels":[],"label_agreement":null},{"id":"W2338782937","doi":"10.1177/0017896915610144","title":"Mental health literacy in post-secondary students","year":2015,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Mental health; Resource (disambiguation); Stigma (botany); Medical education; Psychology; Reading (process); Likert scale; Mental health literacy; Literacy; Information literacy; Analytics; Mental illness; Medicine; Pedagogy; Psychiatry; Computer science; Developmental psychology; Data science","score_opus":0.06569275181136387,"score_gpt":0.5226309191600491,"score_spread":0.45693816734868525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338782937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8865203,0.018532772,0.000010226582,0.07863599,0.012109759,0.0009348206,0.000024365598,0.000026375255,0.0032053436],"genre_scores_gemma":[0.9392113,0.0006028881,0.0009388136,0.053370755,0.0010586403,0.000104466,0.00020823751,0.00003180151,0.0044730604],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99734336,0.00057628023,0.0008503979,0.00024295335,0.00038987683,0.00059712067],"domain_scores_gemma":[0.99776584,0.000031086314,0.00051148416,0.00019605944,0.0001267841,0.0013687394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015630043,0.00015456747,0.00026632697,0.00036385437,0.0003812147,0.00011797431,0.00025748686,0.000052601557,0.0020989622],"category_scores_gemma":[0.000020001491,0.00014231249,0.00004328124,0.00025185707,0.00002158112,0.00040115466,0.000031796164,0.00049392134,0.00044564766],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017659694,0.0022634482,0.12466704,0.000058840844,0.000016673392,0.0000065629147,0.041488055,2.1907324e-7,3.4160428e-7,0.00025252378,0.20112298,0.6299467],"study_design_scores_gemma":[0.0037910026,0.0011737237,0.7917161,0.0002425205,0.0000024205663,0.00062914036,0.015780227,0.000002389572,9.906752e-7,0.0005018729,0.18599987,0.00015975813],"about_ca_topic_score_codex":0.0019341434,"about_ca_topic_score_gemma":0.00014231882,"teacher_disagreement_score":0.66704905,"about_ca_system_score_codex":0.0014117226,"about_ca_system_score_gemma":0.0045442367,"threshold_uncertainty_score":0.9988133},"labels":[],"label_agreement":null},{"id":"W2339576215","doi":"10.1177/070674371506001006","title":"Explicit and Implicit Attitudes of Canadian Psychiatrists toward People with Mental Illness","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University; Institut universitaire en santé mentale de Montréal; Jewish General Hospital","funders":"Mental Health Commission; McGill University","keywords":"Implicit-association test; Vignette; Implicit attitude; Mental illness; Psychology; Psychological intervention; Social distance; Stigma (botany); Clinical psychology; Psychiatry; Mental health; Scale (ratio); Association (psychology); Social psychology; Medicine; Psychotherapist","score_opus":0.03502172782008628,"score_gpt":0.31768741098989184,"score_spread":0.28266568316980556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339576215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96315813,0.004733222,0.0000051156835,0.021739213,0.0031672781,0.00033803168,0.00008193736,0.0000046733912,0.006772385],"genre_scores_gemma":[0.9979284,0.000033511325,0.0005770636,0.0008148631,0.00037411394,0.000010315194,0.000006840746,0.000027967844,0.00022691861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985195,0.00010107141,0.00045730043,0.00017366477,0.00023447827,0.0005140323],"domain_scores_gemma":[0.9976275,0.000025553902,0.00035729897,0.00028351127,0.00013627854,0.0015698744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047248154,0.00020022478,0.00033472944,0.00064240623,0.0003818822,0.00005666262,0.00042387837,0.000100517405,0.0003152713],"category_scores_gemma":[0.000006302928,0.00013216585,0.00007046834,0.00050993735,0.0001285231,0.00013730496,0.000011179176,0.00026988937,0.000019917548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021717587,0.00007122062,0.9358698,0.000045289496,0.0002057515,0.00003210942,0.008649943,0.0000033611047,0.0000014001265,0.020247547,0.03268058,0.0019758095],"study_design_scores_gemma":[0.0036179726,0.001276554,0.9653989,0.00018421553,0.00018287014,0.001477319,0.013644093,0.0000025497404,0.000017593475,0.0039161053,0.009919664,0.0003621415],"about_ca_topic_score_codex":0.82552606,"about_ca_topic_score_gemma":0.9938677,"teacher_disagreement_score":0.16834165,"about_ca_system_score_codex":0.00022675082,"about_ca_system_score_gemma":0.0024970805,"threshold_uncertainty_score":0.5389567},"labels":[],"label_agreement":null},{"id":"W2340346722","doi":"10.1016/s2215-0366(16)30024-4","title":"Scaling-up treatment of depression and anxiety: a global return on investment analysis","year":2016,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1454,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Seventh Framework Programme; Vrije Universiteit Amsterdam; World Health Organization","keywords":"Anxiety; Depression (economics); Mental health; Productivity; Investment (military); Return on investment; Global health; Medicine; Public health; Economics; Psychiatry; Economic growth; Production (economics); Macroeconomics; Political science","score_opus":0.03559871961254349,"score_gpt":0.3666040343020586,"score_spread":0.3310053146895151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340346722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810903,0.0030177499,0.000038204602,0.0047606938,0.00097357,0.00034568817,0.00010304403,0.000038817194,0.0096319],"genre_scores_gemma":[0.99691457,0.00061503274,0.00014695211,0.0010298548,0.00039393574,0.00007076702,0.000011218845,0.000008980201,0.000808691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998839,0.00014244429,0.00024473396,0.00033264485,0.0001516875,0.00028948075],"domain_scores_gemma":[0.99908143,0.00007225544,0.00012329347,0.00061895273,0.000012652038,0.00009144259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014229327,0.000173567,0.00036992124,0.000051697993,0.00012561995,0.000011280055,0.0001587147,0.00007788998,0.00026980657],"category_scores_gemma":[0.000003224176,0.00007698158,0.00011792288,0.0002705424,0.00008550356,0.000034194236,0.00002662543,0.000036682784,0.000045094093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009599711,0.00045992696,0.87562823,0.000017425018,0.0006856379,0.0000014569393,0.0004588234,6.098542e-7,0.00002601839,0.009888908,0.0029483796,0.10892463],"study_design_scores_gemma":[0.0059067677,0.0007009685,0.9785891,0.000118488904,0.000777427,0.000010370335,0.0002914098,0.000015621425,0.00031514413,0.006804154,0.006289111,0.00018139115],"about_ca_topic_score_codex":0.00022890948,"about_ca_topic_score_gemma":0.00015304667,"teacher_disagreement_score":0.108743235,"about_ca_system_score_codex":0.00008441285,"about_ca_system_score_gemma":0.000014523348,"threshold_uncertainty_score":0.31392178},"labels":[],"label_agreement":null},{"id":"W2341714012","doi":"10.1177/2156869316642265","title":"The “Work” of Workplace Mental Health","year":2016,"lang":"en","type":"article","venue":"Society and Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Confidentiality; Negotiation; Mental health; Work (physics); Public relations; Mental illness; Ethnography; Psychology; Employee assistance; Sociology; Business; Nursing; Political science; Psychiatry; Medicine","score_opus":0.02685728218965222,"score_gpt":0.38213175236034924,"score_spread":0.355274470170697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341714012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7244148,0.04474602,0.00007409433,0.22015302,0.0031484803,0.0026533238,0.0003699609,0.000105329455,0.004334959],"genre_scores_gemma":[0.9658034,0.014780425,0.00028279843,0.004737077,0.00012538029,0.00006702353,0.000044661458,0.000024100038,0.014135127],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822086,0.00018367525,0.0004429484,0.00029695258,0.00021371602,0.0006418532],"domain_scores_gemma":[0.9990365,0.00013787976,0.0002902052,0.00023720648,0.000011725803,0.00028650777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007750304,0.00016610276,0.0002633998,0.000013909042,0.0012686609,0.000013755922,0.00014558913,0.00006899906,0.00021470446],"category_scores_gemma":[0.0000017129138,0.00009134031,0.00011923875,0.0001482513,0.00027044993,0.00008150051,0.0000761748,0.00011302178,0.00004546324],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004012108,0.0003849409,0.024413962,0.00018001495,0.000109715606,4.1646464e-7,0.015280943,1.1396736e-8,0.000028947274,0.0074666436,0.3211139,0.6306193],"study_design_scores_gemma":[0.015567516,0.0041260123,0.115472116,0.0016307288,0.00001986073,0.0000645105,0.05901062,0.0000072579237,0.0003772936,0.0015092014,0.80149263,0.0007222526],"about_ca_topic_score_codex":0.00043471128,"about_ca_topic_score_gemma":0.00010610913,"teacher_disagreement_score":0.62989706,"about_ca_system_score_codex":0.000316765,"about_ca_system_score_gemma":0.000092508526,"threshold_uncertainty_score":0.9757642},"labels":[],"label_agreement":null},{"id":"W2342115708","doi":"10.1111/cag.12270","title":"Being open in academia: A personal narrative of mental illness and disclosure","year":2016,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Narrative; Mental health; Personal narrative; Productivity; Mental illness; Public relations; Key (lock); Psychology; Political science; Sociology; Psychiatry; Economic growth; Economics; Literature; Art; Computer science; Computer security","score_opus":0.014652534125766059,"score_gpt":0.2829971660042107,"score_spread":0.26834463187844465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342115708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866746,0.0027192773,2.5230213e-7,0.0039928677,0.0005534742,0.0009225492,0.0004554045,0.000019239447,0.00466234],"genre_scores_gemma":[0.9975011,0.0008462922,0.000022155082,0.00040884851,0.000050179824,0.0002818363,0.000039263592,0.000034280492,0.000816056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758947,0.0001407396,0.00045874095,0.00061146246,0.00015758908,0.0010420228],"domain_scores_gemma":[0.9985464,0.0001579481,0.00015532337,0.00026448283,0.000056110453,0.000819733],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029001568,0.00034640354,0.00048777077,0.0023493036,0.0005862282,0.000052701656,0.00053191156,0.00044395964,0.00067429553],"category_scores_gemma":[0.000024233208,0.00026520138,0.00011012141,0.0020707243,0.00134942,0.00044209464,0.00011134108,0.0003552539,0.0000040930227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014646223,0.000052423587,0.86895263,0.00004953074,0.00018988883,0.00012855601,0.050123744,2.9649652e-8,0.000049358172,0.01534393,0.0034376967,0.061525766],"study_design_scores_gemma":[0.0028553854,0.00034438074,0.8708876,0.00044635285,0.00004685837,0.00006378214,0.10973528,8.80604e-7,0.00007330535,0.0027245965,0.012172648,0.00064893096],"about_ca_topic_score_codex":0.6910245,"about_ca_topic_score_gemma":0.9876944,"teacher_disagreement_score":0.29666993,"about_ca_system_score_codex":0.00013316594,"about_ca_system_score_gemma":0.00009224514,"threshold_uncertainty_score":0.99998003},"labels":[],"label_agreement":null},{"id":"W2342779569","doi":"10.1177/070674371405900706","title":"Incentives and Disincentives for the Treatment of Depression and Anxiety: A Scoping Review","year":2014,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Mental Health Association; University of Waterloo; Canadian Institutes of Health Research; St Joseph's Health Centre; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Incentive; PsycINFO; CINAHL; Mental health; Context (archaeology); Anxiety; Health care; Medicine; Psychology; Nursing; MEDLINE; Psychiatry; Psychological intervention; Political science","score_opus":0.057547572446963784,"score_gpt":0.4209163788387489,"score_spread":0.3633688063917851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342779569","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013303409,0.9945075,0.000009945191,0.0013179403,0.0015267819,0.0022913418,0.000058382288,0.000001608868,0.0001535032],"genre_scores_gemma":[0.0003161728,0.9987389,0.00013938244,0.00015933727,0.00040218967,0.0000967687,0.0000063892894,0.00002506595,0.00011580406],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983956,0.00030877432,0.00074078515,0.00019275004,0.00009862735,0.00026346356],"domain_scores_gemma":[0.9978767,0.00039621693,0.0011496139,0.00028975066,0.000048244798,0.00023949739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005531658,0.0002637229,0.0011220524,0.000108444285,0.00048144048,0.000041863506,0.0002715312,0.00010864656,0.000065702116],"category_scores_gemma":[0.000014930266,0.00011761789,0.00031632997,0.00011218877,0.00022443249,0.000050541683,0.000011377576,0.00015247235,0.0000016774775],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019319657,0.000039421928,0.0014485895,0.025884774,0.00031346205,0.0000014495971,0.0002722197,1.1087908e-8,3.4396233e-9,0.0006558998,0.0008449637,0.9705199],"study_design_scores_gemma":[0.0008940839,0.00055957655,0.0012978477,0.3259084,0.0032390216,0.00023751217,0.00017797788,3.9365608e-7,1.1455131e-7,0.0005254601,0.6669741,0.00018550179],"about_ca_topic_score_codex":0.0017357488,"about_ca_topic_score_gemma":0.032798994,"teacher_disagreement_score":0.9703344,"about_ca_system_score_codex":0.0000868111,"about_ca_system_score_gemma":0.0006888223,"threshold_uncertainty_score":0.98484993},"labels":[],"label_agreement":null},{"id":"W2345211139","doi":"10.1016/j.jaac.2016.02.018","title":"Impact of a Mental Health Curriculum on Knowledge and Stigma Among High School Students: A Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":248,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Royal Ottawa Mental Health Centre; Izaak Walton Killam Health Centre; Dalhousie University; University of Ottawa","funders":"US WorldMeds; University of Ottawa","keywords":"Mental health; Curriculum; Stigma (botany); Mental health literacy; Randomized controlled trial; Psychology; Intervention (counseling); Mental illness; Clinical psychology; Medicine; Psychiatry; Pedagogy","score_opus":0.01000097043418738,"score_gpt":0.37244119595589076,"score_spread":0.36244022552170335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345211139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97294664,0.0042743525,0.000011534906,0.01686997,0.0019492911,0.0037128604,0.000037554535,0.000009965285,0.00018784446],"genre_scores_gemma":[0.9957011,0.0016342808,0.00005717299,0.0015884268,0.0008179106,0.00003655715,6.946032e-7,0.000031029722,0.00013286353],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9946271,0.0017297377,0.0021811447,0.0002956441,0.00071401126,0.0004523684],"domain_scores_gemma":[0.9925015,0.00027263188,0.006497932,0.00024710596,0.00006060444,0.00042023903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018771533,0.000385213,0.0027404989,0.00034901156,0.00019363551,0.000017141592,0.00076428434,0.00009343215,0.00014093849],"category_scores_gemma":[0.00008813046,0.00017126881,0.0013576095,0.00031398324,0.0007198262,0.000154553,0.00011105719,0.00068582885,0.0000075680487],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6258868,0.0046471776,0.34998822,0.000051224262,0.0014407295,4.4011966e-7,0.00016863283,8.140077e-7,0.0000126417835,0.00028210974,0.013648363,0.003872855],"study_design_scores_gemma":[0.5078976,0.0019823685,0.4876613,0.0018612873,0.00019248461,0.000019340203,0.00011398402,0.0000013007423,0.0000092630435,0.00012371107,0.000033424938,0.000103930135],"about_ca_topic_score_codex":0.00013547728,"about_ca_topic_score_gemma":0.000004368506,"teacher_disagreement_score":0.13767308,"about_ca_system_score_codex":0.00025212407,"about_ca_system_score_gemma":0.00017125005,"threshold_uncertainty_score":0.6984139},"labels":[],"label_agreement":null},{"id":"W2347051458","doi":"10.1007/s11126-016-9416-4","title":"Patient and Clinician Assessments of Symptomatology Changes on Older Adults Following a Psycho-educational Program for Depression and Anxiety","year":2016,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"McGill University","keywords":"Depression (economics); Anxiety; Medicine; Clinical psychology; Population; Psychiatry","score_opus":0.013265360976475255,"score_gpt":0.3871275560702093,"score_spread":0.3738621950937341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347051458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99265444,0.00089047285,0.00006113142,0.0019760204,0.0018654233,0.0017935571,0.00004056531,0.000037098827,0.00068126625],"genre_scores_gemma":[0.99666715,0.0000509692,0.0016077734,0.00025340152,0.00013465651,0.0011208124,0.000021293881,0.000020899446,0.00012302808],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99858236,0.00008911165,0.00037255834,0.0005038538,0.00013804805,0.00031406237],"domain_scores_gemma":[0.9990994,0.00025097758,0.00026674496,0.00022622831,0.00003272597,0.00012396212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013273001,0.00018307594,0.00025575576,0.00015282763,0.00013627861,0.0000142433255,0.000080895006,0.00013275111,0.000054098116],"category_scores_gemma":[0.0000044758795,0.00012361236,0.00007066975,0.00010919701,0.000040546296,0.000063634514,0.000009365119,0.000054884138,0.000008685362],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003648791,0.0009671396,0.2985681,0.00008200192,0.000052721025,3.3307495e-7,0.001186127,1.4079226e-9,0.000006883124,0.00040187646,0.0006675909,0.69770235],"study_design_scores_gemma":[0.009392602,0.009335119,0.9759951,0.00039299513,0.00010223867,0.000018168186,0.0012930031,0.000016078326,0.000025059226,0.0017937149,0.0013655066,0.00027038992],"about_ca_topic_score_codex":0.000042691794,"about_ca_topic_score_gemma":0.000050419345,"teacher_disagreement_score":0.6974319,"about_ca_system_score_codex":0.000019072371,"about_ca_system_score_gemma":0.000015550184,"threshold_uncertainty_score":0.5040766},"labels":[],"label_agreement":null},{"id":"W2347054602","doi":"10.1177/0706743716644764","title":"Rates of Mental Illness and Addiction among High-Cost Users of Medical Services in Ontario","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Psychiatry; Mental illness; Population; Anxiety; Odds ratio; Confidence interval; CIDI; Mental health; Mood disorders; Anxiety disorder; Demography; Internal medicine; Environmental health","score_opus":0.01521187876259235,"score_gpt":0.29775927710367195,"score_spread":0.2825473983410796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347054602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904209,0.00068176637,0.0000012890345,0.006197577,0.0021530457,0.0001465272,0.000025220646,0.0000010948586,0.00037262496],"genre_scores_gemma":[0.9994878,0.000034915432,0.000036610618,0.0001586813,0.00008997678,0.000003477179,0.0000026959137,0.000007613632,0.00017820254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989317,0.00010293629,0.00047390166,0.00008351969,0.00021554065,0.00019242149],"domain_scores_gemma":[0.999142,0.000051007613,0.00037492943,0.00011352639,0.000033791483,0.00028475394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051015127,0.00008696701,0.00019702858,0.00018467165,0.0001017349,0.000009197118,0.00025690158,0.00010043363,0.0026119596],"category_scores_gemma":[0.00000405805,0.00004924184,0.000040740342,0.000094956034,0.00018633461,0.00012526684,0.00000989213,0.00017269827,0.0000035439302],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013308406,0.00004589338,0.9897704,0.000024595887,0.00007276902,0.000011792171,0.002296422,4.0918457e-7,0.0000048921956,0.0019058761,0.0008687852,0.00486505],"study_design_scores_gemma":[0.0018993083,0.00015561542,0.9939205,0.0006329146,0.000029257495,0.000045705194,0.0014435934,0.0000013400071,0.00005976324,0.0011656883,0.000589688,0.000056626963],"about_ca_topic_score_codex":0.7782425,"about_ca_topic_score_gemma":0.9966488,"teacher_disagreement_score":0.21840625,"about_ca_system_score_codex":0.00015187847,"about_ca_system_score_gemma":0.00057615445,"threshold_uncertainty_score":0.9982998},"labels":[],"label_agreement":null},{"id":"W2347150456","doi":"10.1017/s2045796016000329","title":"Under-diagnosis of mood disorders in Canada","year":2016,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Mental Health Commission of Canada; Public Health Agency of Canada","funders":"Alberta Innovates","keywords":"Mood disorders; Psychiatry; Psychology; Mood; Medicine; Psychotherapist; Clinical psychology; Anxiety","score_opus":0.061668039572353756,"score_gpt":0.38908442326801757,"score_spread":0.32741638369566384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347150456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95791835,0.0033354966,0.000043221455,0.020083355,0.0011627773,0.00015066154,0.000010220128,0.000005540246,0.01729041],"genre_scores_gemma":[0.99805266,0.001007945,0.00022323213,0.00049968547,0.00003580273,0.00004817568,5.822129e-7,0.000002450717,0.00012948069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985123,0.00035329806,0.00038678918,0.0003186911,0.00006414599,0.00036474102],"domain_scores_gemma":[0.997128,0.0025150804,0.00016330226,0.000112436064,0.0000052626833,0.00007592085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010621212,0.00009110962,0.0002536236,0.00012379861,0.00014680567,0.000001089847,0.00018249646,0.00005994627,0.0005846858],"category_scores_gemma":[0.00008589539,0.000052546708,0.000024396933,0.00035305115,0.00031561218,0.000058281086,0.000021195678,0.000052483843,0.0000096113445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019051731,0.000043747463,0.943073,0.000006813131,0.000006466847,1.6145181e-7,0.000043466895,0.0000028923466,2.8554945e-7,0.021092933,0.0012359016,0.034475327],"study_design_scores_gemma":[0.0005214394,0.00015711565,0.95975363,0.000014161797,0.0000051968814,0.0000023205023,0.0004075339,0.0000054369184,0.0000029975515,0.038779043,0.00028324555,0.00006785643],"about_ca_topic_score_codex":0.74304205,"about_ca_topic_score_gemma":0.94263697,"teacher_disagreement_score":0.1995949,"about_ca_system_score_codex":0.000042928958,"about_ca_system_score_gemma":0.00013999389,"threshold_uncertainty_score":0.64018995},"labels":[],"label_agreement":null},{"id":"W2350250922","doi":"","title":"Study of depressive symptoms of patients with chronic schizophrenia","year":2009,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Schizophrenia (object-oriented programming); Incidence (geometry); Psychiatry; Positive and Negative Syndrome Scale; Depressive symptoms; Medicine; Logistic regression; Psychology; Clinical psychology; Internal medicine; Psychosis; Cognition","score_opus":0.036799007768762104,"score_gpt":0.42278502141354907,"score_spread":0.38598601364478696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2350250922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99540436,0.001229389,0.0000116485235,0.00032812558,0.0017274324,0.00046606603,0.0000060544385,0.00000443439,0.0008224646],"genre_scores_gemma":[0.99916595,0.000028678714,0.00010197767,0.00017298148,0.00046808968,0.0000014952494,0.0000011740661,0.000010892649,0.000048786875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703854,0.0004988635,0.0017287373,0.00012815678,0.00041733557,0.00018839171],"domain_scores_gemma":[0.9965656,0.00037249565,0.0023654476,0.00040510917,0.00017589386,0.000115463095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008356586,0.00014191965,0.000615775,0.00007656979,0.00007062326,0.0000041734725,0.0004927449,0.00009127909,0.00018024966],"category_scores_gemma":[0.000028490871,0.000072244016,0.00015799487,0.00017404853,0.00011111201,0.00009055153,0.000024535626,0.00045069391,0.0000087624185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009938579,0.009047117,0.9346186,0.00001850237,0.0004504596,0.0000037944321,0.0004260917,0.000015281472,8.3834976e-7,0.00020362015,0.00075338787,0.044523753],"study_design_scores_gemma":[0.015123931,0.024651216,0.9585903,0.00014681142,0.00035158018,0.0000061509027,0.00031820312,0.0000010672087,0.000005102711,0.0007176923,0.000020744897,0.00006718333],"about_ca_topic_score_codex":0.000021479575,"about_ca_topic_score_gemma":0.000041244708,"teacher_disagreement_score":0.04445657,"about_ca_system_score_codex":0.000015943475,"about_ca_system_score_gemma":0.000105301915,"threshold_uncertainty_score":0.29460254},"labels":[],"label_agreement":null},{"id":"W235245938","doi":"10.1177/070674370705200117","title":"Book Review: Stigma, Reducing the Stigma of Mental Illness: A Report from the Global Programme of the World Psychiatric Association","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental illness; Psychiatry; Psychology; Association (psychology); Social stigma; Clinical psychology; Mental health; Medicine; Psychotherapist; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.016982921080501395,"score_gpt":0.3270059460305069,"score_spread":0.31002302495000555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W235245938","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29133403,0.4675325,0.000014321076,0.21186636,0.017842162,0.0021066451,0.00022428443,0.000010761672,0.0090689305],"genre_scores_gemma":[0.9711173,0.001257541,0.00041519047,0.020290399,0.002366008,0.000030311825,0.000022327999,0.000043579617,0.004457325],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99670804,0.000497941,0.001405856,0.00019460407,0.00063197844,0.00056160503],"domain_scores_gemma":[0.9956355,0.0002810585,0.002882989,0.0007522865,0.00018840024,0.00025976042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035705934,0.00021537094,0.00038485834,0.00008435263,0.00096985436,0.000041371975,0.0011258812,0.00009189504,0.0008609942],"category_scores_gemma":[0.00012379405,0.000097303084,0.00038137933,0.0009520264,0.00023195345,0.0001022176,0.000033459397,0.00057228055,0.000010251127],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009222082,0.00010486599,0.42190593,0.000056691104,0.0003403975,0.000015631591,0.0008474354,0.0000016939839,0.0000010670736,0.0013742975,0.5657717,0.0094880955],"study_design_scores_gemma":[0.0014707663,0.00018416767,0.73758894,0.0016656397,0.00093273213,0.00048415782,0.002692618,0.0000023123027,0.000028965733,0.0049648806,0.24975501,0.00022982064],"about_ca_topic_score_codex":0.059280742,"about_ca_topic_score_gemma":0.43206272,"teacher_disagreement_score":0.6797833,"about_ca_system_score_codex":0.0006472356,"about_ca_system_score_gemma":0.0011320236,"threshold_uncertainty_score":0.9469836},"labels":[],"label_agreement":null},{"id":"W2355328025","doi":"10.24095/hpcdp.30.3.03","title":"A descriptive study of the prevalence of psychological distress and mental disorders in the Canadian population: comparison between low-income and non-low-income populations","year":2010,"lang":"en","type":"article","venue":"Chronic diseases and injuries in Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychiatry; Population; Substance abuse; Medicine; Distress; Psychological distress; CIDI; Promotion (chess); Clinical psychology; Mental illness; Psychology; Prevalence of mental disorders; Environmental health","score_opus":0.021686856305235744,"score_gpt":0.3530688740823337,"score_spread":0.3313820177770979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2355328025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971361,0.00074449595,9.904721e-8,0.0002020995,0.0003147033,0.0009004536,0.00056731206,0.0000017531869,0.00013298632],"genre_scores_gemma":[0.9998077,0.00002711478,0.0000022283973,0.000021261172,0.000024124349,0.00007369636,0.000025667232,0.0000053875797,0.000012810021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998953,0.00011135848,0.00033660175,0.00022551288,0.00016244329,0.00021109237],"domain_scores_gemma":[0.9994338,0.00008640137,0.000121175566,0.0002352592,0.000009721218,0.00011363572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008268978,0.00012418572,0.00022124297,0.000055006665,0.00023503411,0.000019709893,0.00019422604,0.00004274867,0.000072252355],"category_scores_gemma":[0.000010703666,0.00008084152,0.000016491913,0.00016218539,0.00024618287,0.00007662714,0.00006139479,0.00016581935,6.262256e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003418799,0.00017585861,0.9932218,0.00015417965,0.000011125577,0.0000014411976,0.001493334,0.0000018557788,3.1321395e-7,0.0002518057,0.00002781232,0.0046262597],"study_design_scores_gemma":[0.00091148115,0.00020120048,0.99550885,0.000085489104,0.00003341788,6.949776e-7,0.002858572,0.000041147356,6.190092e-7,0.00026489404,0.000012311908,0.000081330116],"about_ca_topic_score_codex":0.9750619,"about_ca_topic_score_gemma":0.99918413,"teacher_disagreement_score":0.024122268,"about_ca_system_score_codex":0.0002497726,"about_ca_system_score_gemma":0.0001291919,"threshold_uncertainty_score":0.32966214},"labels":[],"label_agreement":null},{"id":"W2358188368","doi":"10.1016/j.schres.2016.04.026","title":"Change in newspaper coverage of schizophrenia in Japan over 20-year period","year":2016,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology; King's College London; National Institute for Health and Care Research","keywords":"Newspaper; Schizophrenia (object-oriented programming); Stigma (botany); Psychiatry; Psychology; Bipolar disorder; Schizoaffective disorder; Clinical psychology; Psychosis; Cognition; Media studies; Sociology","score_opus":0.08691841113863892,"score_gpt":0.42323017728400897,"score_spread":0.33631176614537006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2358188368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846069,0.0008727458,9.234799e-7,0.0018993901,0.0003779228,0.0012290473,0.000083893254,0.000029384586,0.010899751],"genre_scores_gemma":[0.9951074,0.0002302884,0.000111088884,0.00007331648,0.00031656714,0.0005324884,0.000018200624,0.00005151265,0.0035591333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99600995,0.0007029611,0.00061822624,0.00070855534,0.00078192167,0.0011783971],"domain_scores_gemma":[0.9984407,0.0003863152,0.00010206442,0.00075014273,0.00008537995,0.00023540013],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014332633,0.00026086267,0.00047018315,0.0011023381,0.00012429785,0.00003730575,0.0005853929,0.00027116935,0.009326882],"category_scores_gemma":[0.00008771649,0.00018953336,0.00009227736,0.001210256,0.0002777911,0.0003648511,0.00026421534,0.0006087201,0.0013771389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01316152,0.0011972488,0.6127152,0.00013368625,0.00004482722,0.00021963559,0.0028153886,2.4730662e-7,0.0037986801,0.019932449,0.0014832999,0.34449783],"study_design_scores_gemma":[0.014930382,0.0004847238,0.9792486,0.00039294516,0.000004156257,0.000007096607,0.00030805403,0.0000071231384,0.0004397783,0.0023887476,0.0015331794,0.0002552402],"about_ca_topic_score_codex":0.0038502058,"about_ca_topic_score_gemma":0.0069882036,"teacher_disagreement_score":0.36653337,"about_ca_system_score_codex":0.0003103418,"about_ca_system_score_gemma":0.000118831915,"threshold_uncertainty_score":0.9994004},"labels":[],"label_agreement":null},{"id":"W2360679743","doi":"","title":"On Rehabilitation of Patients with Schizophrenia in Implementing the Humanized Nursing Management","year":2015,"lang":"en","type":"article","venue":"China Health Industry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Brief Psychiatric Rating Scale; Schizophrenia (object-oriented programming); Rating scale; Rehabilitation; Schedule; Psychiatry; Statistical significance; Intervention (counseling); Patient satisfaction; Physical therapy; Nursing; Psychosis; Internal medicine","score_opus":0.04141503971275849,"score_gpt":0.39722813770352067,"score_spread":0.35581309799076216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360679743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870988,0.000087176704,0.000009072108,0.0021665173,0.0003165567,0.0013208052,0.00001123279,0.00001972481,0.008970109],"genre_scores_gemma":[0.9988913,9.821506e-7,0.00039217641,0.00032374298,0.00004121764,0.00009914293,0.000045006564,0.000016365619,0.00019008602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983831,0.00024977798,0.00045445975,0.00024393846,0.00026727025,0.00040146415],"domain_scores_gemma":[0.99917346,0.00008185498,0.00030034018,0.00030266272,0.000030228706,0.000111459376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007643886,0.00012996643,0.00019425275,0.00013708232,0.00019063246,0.000010865952,0.00014531938,0.00009427796,0.0001209295],"category_scores_gemma":[0.000014469441,0.000086232736,0.000019063657,0.00029955324,0.00006027277,0.00007108426,0.000026172818,0.00039965045,0.000015177103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002636948,0.002220767,0.6377756,0.00027255557,0.000044392218,0.0000052263363,0.01609421,0.000023009945,1.3050835e-7,0.038652517,0.0070024147,0.29527223],"study_design_scores_gemma":[0.006266648,0.0010946711,0.98605704,0.0004332934,0.000008037209,3.7253434e-7,0.0038624767,0.000008850144,0.0000023353991,0.0019481601,0.00023822395,0.00007986394],"about_ca_topic_score_codex":0.00042083085,"about_ca_topic_score_gemma":0.00006507392,"teacher_disagreement_score":0.34828147,"about_ca_system_score_codex":0.0003455528,"about_ca_system_score_gemma":0.000047788093,"threshold_uncertainty_score":0.35164687},"labels":[],"label_agreement":null},{"id":"W2363552291","doi":"10.1016/j.eurpsy.2016.01.2144","title":"Feasibility study of culturally adapted cognitive behaviour therapy for psychosis in Pakistan","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Positive and Negative Syndrome Scale; Schizophreniform disorder; Schizophrenia (object-oriented programming); Randomized controlled trial; Clinical psychology; Psychosis; Psychology; Psychiatry; Psychopathology; Population; Rating scale; Brief Psychiatric Rating Scale; Context (archaeology); Intervention (counseling); Medicine; Internal medicine; Developmental psychology","score_opus":0.06257557592856003,"score_gpt":0.4230062641610146,"score_spread":0.3604306882324546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363552291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858238,0.00063722034,0.00003771026,0.00038258688,0.0012847931,0.00277447,0.00012876955,0.000053658205,0.008876969],"genre_scores_gemma":[0.99824214,0.000016751163,0.00014105401,0.00022876033,0.00013492246,0.00015772755,0.000016103317,0.00004473561,0.0010178011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978341,0.00053326617,0.0006032356,0.00055427727,0.00015049649,0.0003246643],"domain_scores_gemma":[0.99908996,0.000109774766,0.00024714228,0.00038272867,0.00007873192,0.000091667185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004928319,0.00021899812,0.00027294864,0.00010053451,0.00009734048,0.000012023533,0.00025884813,0.00004586827,0.00052302005],"category_scores_gemma":[0.000007368883,0.00013912302,0.00010118358,0.00019500684,0.000050670296,0.00009249236,0.00002567527,0.000091866365,0.00008975003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027824466,0.0077204923,0.94415295,0.000016324453,0.000078697965,0.0000066849484,0.004511593,2.1275616e-8,0.00005146026,0.00022559184,0.0015092742,0.038944483],"study_design_scores_gemma":[0.01692428,0.0025454687,0.9683972,0.00018760412,0.000030496636,0.0000017400542,0.011414759,1.2631799e-7,0.000022001455,0.00015367435,0.00014356236,0.00017908393],"about_ca_topic_score_codex":0.0001449481,"about_ca_topic_score_gemma":0.000550872,"teacher_disagreement_score":0.038765397,"about_ca_system_score_codex":0.000041016945,"about_ca_system_score_gemma":0.000013024192,"threshold_uncertainty_score":0.5726703},"labels":[],"label_agreement":null},{"id":"W2366532981","doi":"","title":"Exploring women’s perspectives of living with mental illness, stigma, and receiving community services","year":2016,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Stigma (botany); Mental illness; Mental health; Psychiatry; Psychology; Medicine","score_opus":0.038340002400096815,"score_gpt":0.26556542241286907,"score_spread":0.22722542001277224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2366532981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896506,0.00030930652,0.000017756292,0.00026338038,0.00017294177,0.00026008667,0.000074229116,0.0000835639,0.009168122],"genre_scores_gemma":[0.99779254,0.0002693982,0.00012112697,0.0000276158,0.000022255539,0.000017197573,0.000003436544,0.000025111927,0.0017213259],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982944,0.00059400074,0.0001749009,0.00031788944,0.00018785511,0.00043095957],"domain_scores_gemma":[0.9985065,0.0005302786,0.00017229415,0.00050104444,0.00007568391,0.00021422304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041738054,0.00023007301,0.00030017184,0.00036620063,0.001195138,0.000041845087,0.00044179242,0.00006890724,0.0006473464],"category_scores_gemma":[0.000021336415,0.00018181837,0.00004325322,0.0004160796,0.0003156036,0.0015801913,0.00034849506,0.00035286104,0.000015140137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061502465,0.0008296407,0.8315025,0.00017394281,0.00041276505,0.000063443455,0.12906106,4.407186e-7,0.0006410929,0.0064423657,0.00006884023,0.0301889],"study_design_scores_gemma":[0.0019308211,0.0005504332,0.57800937,0.0014310546,0.000076712786,0.000021470722,0.41072437,0.0000011557003,0.00052697473,0.00007431499,0.006205234,0.00044805676],"about_ca_topic_score_codex":0.0012223643,"about_ca_topic_score_gemma":0.0013850057,"teacher_disagreement_score":0.28166333,"about_ca_system_score_codex":0.00035393436,"about_ca_system_score_gemma":0.00002699599,"threshold_uncertainty_score":0.9192156},"labels":[],"label_agreement":null},{"id":"W2370266723","doi":"10.1016/j.eurpsy.2016.01.654","title":"Perceived and anticipated stigma in patients with schizophrenia according with the length of illness","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Schizophrenia (object-oriented programming); Mental illness; Psychiatry; Disease; Psychology; Clinical psychology; Outpatient clinic; Medicine; Mental health; Internal medicine","score_opus":0.011744678754147737,"score_gpt":0.2683475493189358,"score_spread":0.25660287056478803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370266723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993466,0.00017374489,0.000014667796,0.00052222225,0.00031354325,0.00038886824,0.0000148352665,0.000027316211,0.0050787944],"genre_scores_gemma":[0.9993215,0.0000058084674,0.00016409188,0.00013307539,0.0000597531,0.000009248119,0.0000054717457,0.00003788679,0.000263122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988516,0.00025736826,0.00021375704,0.00028606938,0.00013486517,0.0002563205],"domain_scores_gemma":[0.9994115,0.00005062723,0.00014956293,0.00029633346,0.000029339397,0.00006264013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016942914,0.00016236762,0.00017018276,0.00008119857,0.00014066123,0.000014173442,0.00017868051,0.000023988952,0.00011630102],"category_scores_gemma":[0.000003324879,0.00007092491,0.000016352966,0.0001798984,0.00013456578,0.000103660976,0.000039779483,0.00009932913,0.00004237526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017871964,0.00027173728,0.9673429,0.000024759924,0.000049346207,0.0000062284466,0.0018209533,2.903025e-7,0.000014576734,0.0004221374,0.00019510901,0.028064767],"study_design_scores_gemma":[0.006919543,0.00049910496,0.9903873,0.00039057995,0.000026412383,0.0000023296345,0.0015549663,5.5830714e-7,0.0000055927862,0.0000148769,0.00006327043,0.00013546737],"about_ca_topic_score_codex":0.00005517396,"about_ca_topic_score_gemma":0.000100050216,"teacher_disagreement_score":0.0279293,"about_ca_system_score_codex":0.000012913326,"about_ca_system_score_gemma":0.000013450807,"threshold_uncertainty_score":0.28922337},"labels":[],"label_agreement":null},{"id":"W2371173556","doi":"10.1016/j.eurpsy.2016.01.1790","title":"Improving Ghana's Mental Health Care Through Task Shifting – Psychiatrists and Health Policy Directors Views","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cumulative Environmental Management Association; University of Alberta","funders":"","keywords":"Mental health; Government (linguistics); Health policy; Nursing; Medicine; Resistance (ecology); Health care; Service delivery framework; Psychology; Psychiatry; Public health; Service (business); Political science; Business","score_opus":0.030740069214481136,"score_gpt":0.37954821461559335,"score_spread":0.3488081454011122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371173556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49284706,0.17642277,0.0009844328,0.19073185,0.020192217,0.0038069964,0.00066920574,0.0010328667,0.11331259],"genre_scores_gemma":[0.9723668,0.00058813643,0.0048404722,0.01690187,0.0028757064,0.000035504723,0.00010045886,0.00019558972,0.0020954818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99576163,0.00085433794,0.00095000875,0.0010101568,0.0002722748,0.0011515935],"domain_scores_gemma":[0.998039,0.00003697965,0.0007104536,0.00067429227,0.000024129684,0.0005151356],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00074993743,0.00048404766,0.00051857356,0.00020716978,0.0010809368,0.00007532791,0.00037349766,0.00006947477,0.00022241469],"category_scores_gemma":[0.0000074567756,0.00035271968,0.00015031356,0.00036679168,0.000108589484,0.00026395186,0.00017151992,0.00024282305,0.0005136704],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016651953,0.00041905683,0.06972587,0.0005607909,0.00010665863,0.0000094589,0.03323153,3.9955435e-8,0.00002199832,0.0119252335,0.094603136,0.7892297],"study_design_scores_gemma":[0.01484929,0.0036726035,0.3400058,0.0026646066,0.00006181755,0.0001848255,0.025734557,0.0000015509349,0.00002187828,0.00058931403,0.6102479,0.0019658608],"about_ca_topic_score_codex":0.0039866385,"about_ca_topic_score_gemma":0.0013087614,"teacher_disagreement_score":0.7872639,"about_ca_system_score_codex":0.00041488864,"about_ca_system_score_gemma":0.00025466701,"threshold_uncertainty_score":0.9998925},"labels":[],"label_agreement":null},{"id":"W2372519857","doi":"10.1016/j.eurpsy.2016.01.277","title":"The experience and impact of stigma in Saudi people with a mood disorder","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Psychosocial; Mood; Bipolar disorder; Psychiatry; Psychology; Clinical psychology; Mental illness; Population; Mood disorders; Social stigma; Medicine; Mental health; Anxiety; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.011325018360949075,"score_gpt":0.3252920711297925,"score_spread":0.31396705276884346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372519857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98082113,0.0014985777,0.000026431535,0.0006447874,0.00028147368,0.0002076342,0.000008030296,0.000014791182,0.01649715],"genre_scores_gemma":[0.99877447,0.000048768048,0.000067186695,0.00004083175,0.000050492792,0.000017478736,8.8435354e-7,0.000019019559,0.0009808681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991615,0.00015041862,0.00018486872,0.00019902906,0.00007818119,0.0002260018],"domain_scores_gemma":[0.9995053,0.000059436967,0.000091299415,0.0002742226,0.0000095654805,0.000060223003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013889471,0.00010782764,0.00010514057,0.00003508083,0.00011077387,0.000012055586,0.00015062452,0.000014983379,0.00020195283],"category_scores_gemma":[0.0000048353104,0.000046258523,0.000028010934,0.00013488827,0.0000931415,0.00006596843,0.000034811474,0.000052614752,0.00005262601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002626496,0.00016603306,0.9733073,0.000008737826,0.000019290675,0.0000026606094,0.0037084213,1.8089112e-7,0.000016141474,0.00074113783,0.0005245338,0.021242892],"study_design_scores_gemma":[0.0018026412,0.00038838683,0.9957243,0.000107306536,0.0000045040483,0.000010266427,0.0015524258,7.6687064e-7,0.0000026558498,0.0001095592,0.00022338543,0.00007375837],"about_ca_topic_score_codex":0.00029627993,"about_ca_topic_score_gemma":0.00089047477,"teacher_disagreement_score":0.022417022,"about_ca_system_score_codex":0.000013751941,"about_ca_system_score_gemma":0.000014353818,"threshold_uncertainty_score":0.22112419},"labels":[],"label_agreement":null},{"id":"W2380091297","doi":"","title":"The Association of the Social Relationships CAP with Depression in Psychiatric In-patients: An Outcome Study","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Depression (economics); Psychiatry; Outcome (game theory); Psychology; Medicine; Clinical psychology; Psychotherapist","score_opus":0.01803715573258912,"score_gpt":0.29363454506007153,"score_spread":0.2755973893274824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2380091297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997358,0.000019901529,6.8471664e-8,0.0002824287,0.00064137706,0.0010792821,0.000016099624,0.000008306711,0.0005945295],"genre_scores_gemma":[0.9397652,0.0000027269266,0.000017981467,0.0000038680223,0.000018387524,0.0000036729955,0.00013047332,0.000012472586,0.06004518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985378,0.00045717164,0.00023074332,0.00024166024,0.00033451672,0.00019815844],"domain_scores_gemma":[0.9987858,0.00008821411,0.0007314731,0.0002680895,0.00009877494,0.000027658243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004271066,0.0001433115,0.0002592039,0.0002064782,0.0005723974,0.000010248245,0.00037624483,0.00031713507,0.0000449285],"category_scores_gemma":[0.000012696989,0.00009849208,0.00006179458,0.00037112867,0.000032608765,0.0001531958,0.000029750601,0.0006059214,0.0000073455867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060051377,0.00079935836,0.8754627,0.00003085007,0.000032835847,0.0000011093753,0.12215754,0.0000014146823,0.0000025395354,0.00005558131,0.00006491762,0.0007906263],"study_design_scores_gemma":[0.002296315,0.00016561494,0.82405007,0.000026635893,0.00007892564,4.160364e-8,0.17325585,0.0000019466913,0.0000033362803,0.000034224864,0.000008919905,0.0000781192],"about_ca_topic_score_codex":0.044317015,"about_ca_topic_score_gemma":0.6952941,"teacher_disagreement_score":0.6509771,"about_ca_system_score_codex":0.00017650178,"about_ca_system_score_gemma":0.000031321422,"threshold_uncertainty_score":0.962047},"labels":[],"label_agreement":null},{"id":"W2387482870","doi":"10.53841/bpscpr.2011.26.2.17","title":"Mental health and ‘The Big Society’: Where do counselling psychologists and therapists fit in?","year":2011,"lang":"en","type":"article","venue":"Counselling Psychology Review","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Mental health; Psychology; Mental health care; Depression (economics); Politics; Health care; Focus (optics); Psychotherapist; Psychiatry; Public relations; Political science","score_opus":0.15276296758665678,"score_gpt":0.4351398626498722,"score_spread":0.2823768950632154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387482870","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07158778,0.9150721,0.00028000248,0.0069377185,0.0014272105,0.001999151,0.000010984418,0.0000714937,0.0026135866],"genre_scores_gemma":[0.058832765,0.9151713,0.00038312818,0.024627898,0.00011084102,0.0002828926,0.0000151474305,0.00004539959,0.0005306277],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965245,0.0006956595,0.00093040697,0.0009364603,0.00019143605,0.00072152534],"domain_scores_gemma":[0.99840134,0.00019708769,0.00044648186,0.0006800612,0.00004314441,0.00023186723],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024449003,0.0004188136,0.0008958989,0.00007449409,0.00042313675,0.000037797683,0.00037586398,0.00022821472,0.00058303494],"category_scores_gemma":[0.0000035758253,0.0002940203,0.00015118011,0.00035514464,0.0008019693,0.00008586785,0.000015457132,0.00053636805,0.00013880755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013058883,0.0012454188,0.021414286,0.0040977057,0.0004555465,0.00008033865,0.06336271,1.0998709e-7,0.000006818485,0.006753629,0.066121414,0.83515614],"study_design_scores_gemma":[0.029504169,0.0019734502,0.015379323,0.015256501,0.00027489895,0.0020734023,0.0023789643,0.000058894773,0.0000037700452,0.025519522,0.90570706,0.0018700635],"about_ca_topic_score_codex":0.00013314727,"about_ca_topic_score_gemma":0.000070092174,"teacher_disagreement_score":0.8395856,"about_ca_system_score_codex":0.00003695053,"about_ca_system_score_gemma":0.000024129838,"threshold_uncertainty_score":0.9999512},"labels":[],"label_agreement":null},{"id":"W2391003650","doi":"10.1186/s13033-016-0071-9","title":"‘Opening up the mind’: problem-solving therapy delivered by female lay health workers to improve access to evidence-based care for depression and other common mental disorders through the Friendship Bench Project in Zimbabwe","year":2016,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Friendship; Mental health; Depression (economics); Health administration; Psychology; Psychiatry; Bench to bedside; Psychotherapist; Nursing; Medicine; Public health; Social psychology","score_opus":0.08775829778783409,"score_gpt":0.45447032013723115,"score_spread":0.36671202234939704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391003650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9189015,0.018555453,0.0007549998,0.049265757,0.0039903647,0.007944164,0.00040854447,0.000011593804,0.00016762392],"genre_scores_gemma":[0.9932509,0.0003945903,0.00022696929,0.0051308786,0.00022891426,0.00058325776,0.00001900714,0.000033718086,0.00013175404],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99680096,0.0006114981,0.0010579828,0.0003719579,0.00064772886,0.0005098621],"domain_scores_gemma":[0.99797624,0.0005775326,0.00094024744,0.00020131873,0.00011624379,0.00018842127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014588427,0.00024760055,0.00038987768,0.00016966528,0.00050311844,0.0001936265,0.0008562384,0.00006637222,0.000038472423],"category_scores_gemma":[0.00001914071,0.00012394626,0.00009525462,0.00018019727,0.000054112657,0.00047960776,0.00011486706,0.0001855425,0.000004146823],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008931915,0.0005073098,0.36109823,0.00033329462,0.0002551545,0.0000050334947,0.089428775,0.000070991344,0.0004327478,0.000113565104,0.024702784,0.5141202],"study_design_scores_gemma":[0.07000648,0.021502867,0.14565088,0.06152523,0.00007381012,0.00036937863,0.3617571,0.000462805,0.0036949571,0.00030894784,0.33255187,0.0020956937],"about_ca_topic_score_codex":0.013707371,"about_ca_topic_score_gemma":0.0032127667,"teacher_disagreement_score":0.5120245,"about_ca_system_score_codex":0.0011136711,"about_ca_system_score_gemma":0.0002259953,"threshold_uncertainty_score":0.99286044},"labels":[],"label_agreement":null},{"id":"W2391835973","doi":"10.1016/j.eurpsy.2016.01.655","title":"Perceived and anticipating stigma in schizophrenia in relationship with depressive symptoms and functionality degree","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Psychology; Clinical psychology; Feeling; Psychiatry; Schizophrenia (object-oriented programming); Depressive symptoms; Diagnosis of schizophrenia; Global Assessment of Functioning; Beck Hopelessness Scale; Psychosis; Beck Depression Inventory; Social psychology","score_opus":0.043685840399273736,"score_gpt":0.31880181764438614,"score_spread":0.2751159772451124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391835973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861017,0.0010693008,0.00004684552,0.0005587004,0.0002756931,0.00025405947,0.000009245153,0.000029799743,0.011654673],"genre_scores_gemma":[0.99875194,0.000009734748,0.0005718519,0.00014064633,0.00010091157,0.000019207417,0.0000056665453,0.000023033741,0.00037699722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868596,0.0003706268,0.0002602697,0.00037124363,0.00008578738,0.0002261141],"domain_scores_gemma":[0.9994742,0.00015551582,0.00009649494,0.0001774881,0.000011668323,0.00008458506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025526155,0.00013802908,0.0001334038,0.00012301367,0.00013181196,0.000020273072,0.000067277135,0.000039076178,0.00011986398],"category_scores_gemma":[0.000020621555,0.000091800306,0.0000119932865,0.00013433238,0.000087842665,0.00014272782,0.000037116562,0.00014490263,0.000050688242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037294585,0.000097526834,0.9745502,0.000024808296,0.000012696959,0.000023241133,0.0007228314,3.2737512e-7,0.000013172279,0.0027225905,0.00006493898,0.021394739],"study_design_scores_gemma":[0.0046609025,0.00012552414,0.9937347,0.00048034498,0.000011926483,0.000021781836,0.0002641192,0.0000036574484,6.491574e-7,0.0005506591,0.000020889118,0.00012479976],"about_ca_topic_score_codex":0.00011325283,"about_ca_topic_score_gemma":0.0006510118,"teacher_disagreement_score":0.02126994,"about_ca_system_score_codex":0.000025020043,"about_ca_system_score_gemma":0.000014558338,"threshold_uncertainty_score":0.3743508},"labels":[],"label_agreement":null},{"id":"W2392567137","doi":"10.1016/j.eurpsy.2016.01.858","title":"Community-based 4-level approach: Background, implementation and evidence for efficacy","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Intervention (counseling); Alliance; Depression (economics); Psychology; Nursing; Medicine; Psychiatry; Political science","score_opus":0.2935969070720671,"score_gpt":0.4586044610579583,"score_spread":0.16500755398589123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2392567137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659136,0.0013566498,0.01496807,0.0035932069,0.0019949893,0.0012816472,0.00010280453,0.00012360743,0.010665418],"genre_scores_gemma":[0.98824316,0.000008812046,0.007975734,0.0017994966,0.00030958667,0.000078246936,0.0000701435,0.000047009762,0.0014678164],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982849,0.00073689944,0.0002959636,0.00028804902,0.000096376905,0.00029785093],"domain_scores_gemma":[0.99893695,0.0003478895,0.00014542726,0.00043323214,0.00002489028,0.000111633875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008216923,0.00016617679,0.00013179285,0.00007084336,0.0004604181,0.00004003654,0.00024498109,0.00003145197,0.00024140552],"category_scores_gemma":[0.000009248801,0.00011716497,0.000060108156,0.00008346748,0.000071817085,0.00014896088,0.00004823623,0.000106023006,0.00024607746],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002052444,0.0023028958,0.19231649,0.0008722848,0.0001759227,0.000004796644,0.0041177087,5.6580615e-7,0.00042067253,0.023018995,0.08589549,0.68882173],"study_design_scores_gemma":[0.01881082,0.0015495976,0.948831,0.00081300916,0.00013143696,0.000017416436,0.0075090947,0.000006406098,0.00007954351,0.0008475132,0.02081957,0.0005845399],"about_ca_topic_score_codex":0.00006832478,"about_ca_topic_score_gemma":0.000038739767,"teacher_disagreement_score":0.75651455,"about_ca_system_score_codex":0.00003355505,"about_ca_system_score_gemma":0.000020505848,"threshold_uncertainty_score":0.47778487},"labels":[],"label_agreement":null},{"id":"W2394227420","doi":"10.1016/j.eurpsy.2016.01.586","title":"Canadian psychiatry utilization trends","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; St. John’s Health Sciences Centre","funders":"","keywords":"Declaration; Psychiatry; Mental health; Feeling; Medicine; Phone; Service (business); Psychology; Family medicine; Political science; Business; Social psychology","score_opus":0.03713097346551385,"score_gpt":0.3392914246206967,"score_spread":0.30216045115518286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2394227420","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19889349,0.0023076355,0.00012416729,0.018641148,0.014834976,0.00019000388,0.000083218125,0.00022367168,0.7647017],"genre_scores_gemma":[0.94065124,0.000018640503,0.00049560086,0.0029685677,0.0012530154,0.000015340958,0.000050495448,0.0000799551,0.054467157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815136,0.00026797128,0.00035658188,0.0004804637,0.00014365299,0.00059996947],"domain_scores_gemma":[0.99881697,0.000016483575,0.000117365256,0.0005697155,0.000023184182,0.00045629064],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024265105,0.00022960229,0.00014636158,0.00034643713,0.00030760025,0.000033490116,0.0003397896,0.00007195219,0.0123709105],"category_scores_gemma":[0.0000041134736,0.00016197347,0.00009613448,0.00035504656,0.000042421394,0.00013728916,0.000026758087,0.000103899045,0.0090587335],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006341878,0.00023039815,0.35374385,0.000014939643,0.00005639007,0.000021216334,0.0003838758,7.27313e-8,0.000006905299,0.051898096,0.26658216,0.32699868],"study_design_scores_gemma":[0.0025262015,0.0002481268,0.749933,0.00022120061,0.000041795687,0.000038054004,0.00045914514,0.0000010870975,0.0000048899706,0.0015761235,0.24452427,0.0004261046],"about_ca_topic_score_codex":0.005128489,"about_ca_topic_score_gemma":0.04877765,"teacher_disagreement_score":0.74175775,"about_ca_system_score_codex":0.00012202596,"about_ca_system_score_gemma":0.00009942703,"threshold_uncertainty_score":0.9917128},"labels":[],"label_agreement":null},{"id":"W2395166509","doi":"10.1007/s00787-016-0867-9","title":"Enhancing mental health literacy in young people","year":2016,"lang":"en","type":"editorial","venue":"European Child & Adolescent Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":192,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"","keywords":"Child and adolescent psychiatry; Mental health; Psychology; Literacy; Mental health literacy; Health literacy; Developmental psychology; Psychiatry; Pedagogy; Political science; Mental illness; Health care","score_opus":0.0076440719094956425,"score_gpt":0.3223833216875852,"score_spread":0.3147392497780896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395166509","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002792024,0.010664963,0.00003250713,0.0042574275,0.9156018,0.0015890455,0.0007049379,0.00024482203,0.064112484],"genre_scores_gemma":[0.053291652,0.0021629396,0.00022089848,0.0017896201,0.93128264,0.000058363574,0.002242736,0.00045524765,0.008495908],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992716,0.0014301826,0.0017320152,0.0016865075,0.00087684154,0.0015584475],"domain_scores_gemma":[0.9971084,0.00010073142,0.0010225348,0.0012084066,0.00006108322,0.00049884664],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012186425,0.000989256,0.0010294741,0.0005241413,0.0006013094,0.00016267033,0.0010405334,0.00039082245,0.0009543155],"category_scores_gemma":[0.000025413987,0.0008559372,0.00035047697,0.0003902388,0.00006470867,0.0002802887,0.00031930968,0.0021086854,0.0039252546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036358924,0.0015081686,0.038346093,0.00078709534,0.00007550608,0.000024473595,0.0023790929,5.864177e-8,0.0000010023226,0.000116044925,0.9439618,0.012437053],"study_design_scores_gemma":[0.005572348,0.00031710448,0.17010042,0.012089263,0.00003265077,0.000025968553,0.00025082394,4.58092e-7,0.0000017099807,0.000024611467,0.81065327,0.0009313466],"about_ca_topic_score_codex":0.00043428064,"about_ca_topic_score_gemma":0.0041816137,"teacher_disagreement_score":0.13330853,"about_ca_system_score_codex":0.0007189913,"about_ca_system_score_gemma":0.00025307966,"threshold_uncertainty_score":0.99995893},"labels":[],"label_agreement":null},{"id":"W2395370868","doi":"10.1177/070674371105600411","title":"Questionable Research Conclusions","year":2011,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Psychology; Medicine","score_opus":0.11676102328975303,"score_gpt":0.4113720486837293,"score_spread":0.29461102539397627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395370868","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012093792,0.009395044,0.0000018016192,0.8739401,0.015874378,0.00035475148,0.00007526005,0.000006129863,0.099143155],"genre_scores_gemma":[0.025420994,0.000086431886,0.00072991534,0.8331977,0.03270249,0.00005516511,0.000087573084,0.00014497753,0.107574716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970319,0.00083560025,0.0005808201,0.00020323454,0.00046686333,0.0008815696],"domain_scores_gemma":[0.99794835,0.00020895606,0.00043732589,0.0005673494,0.00035588923,0.00048214028],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016828129,0.00021439591,0.00032910515,0.0006732417,0.0015583964,0.00009155657,0.001243395,0.0006741837,0.012531637],"category_scores_gemma":[0.000029834435,0.00014092757,0.00018629023,0.00031526107,0.00040293898,0.000076060336,0.000031126012,0.004739338,0.0011206605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019649127,0.000022111364,0.0038609058,0.000033156626,0.00012960362,0.0006114029,0.00061758875,1.0299955e-7,3.4099862e-8,0.02191505,0.9721651,0.00062528223],"study_design_scores_gemma":[0.0003540883,0.00026009418,0.0027040988,0.00026649272,0.000077349105,0.0005550112,0.00035241834,1.02230295e-7,4.0489658e-7,0.070115216,0.9251765,0.00013824337],"about_ca_topic_score_codex":0.17621516,"about_ca_topic_score_gemma":0.36122748,"teacher_disagreement_score":0.18501233,"about_ca_system_score_codex":0.0004151747,"about_ca_system_score_gemma":0.004570782,"threshold_uncertainty_score":0.99974144},"labels":[],"label_agreement":null},{"id":"W2398659896","doi":"10.1177/0706743716640752","title":"Mental Health Services for Students at Postsecondary Institutions: A National Survey","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University; Hotchkiss Brain Institute; Queen's University; McGill University; University of Calgary","funders":"","keywords":"Mental health; Outreach; Psychology; Medical education; Diversity (politics); Promotion (chess); Intervention (counseling); Medicine; Political science; Psychiatry","score_opus":0.05971604300573323,"score_gpt":0.41839831348267015,"score_spread":0.3586822704769369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398659896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9167352,0.004838615,0.000018977196,0.0652537,0.00896236,0.0006820668,0.0016927763,0.0000063392426,0.0018099695],"genre_scores_gemma":[0.99162275,0.000027414673,0.00024848367,0.005837149,0.00044549012,0.000017574017,0.000051214334,0.000014081934,0.0017358295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867326,0.00017731628,0.0004332952,0.0001213655,0.00025615867,0.00033858974],"domain_scores_gemma":[0.99883074,0.00009287374,0.00038015156,0.00013144367,0.00013822441,0.00042659912],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012008846,0.00011131796,0.00016081003,0.00016380036,0.0010223193,0.000042305463,0.0004813478,0.000053003285,0.0009465659],"category_scores_gemma":[0.000008245022,0.00006316677,0.000087150096,0.000105398205,0.0000913192,0.00014509683,0.000015655409,0.000089830464,0.00009846313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000391638,0.0001393664,0.8633688,0.00004559101,0.0002468697,0.0000035427438,0.001412165,4.7340643e-7,0.000002253933,0.020743992,0.10934846,0.004296854],"study_design_scores_gemma":[0.003236244,0.00042345605,0.95843166,0.00023900736,0.000015170836,0.00017957887,0.00041615413,4.207285e-7,0.0000029819014,0.005337518,0.03160905,0.00010876139],"about_ca_topic_score_codex":0.02194275,"about_ca_topic_score_gemma":0.8254215,"teacher_disagreement_score":0.8034788,"about_ca_system_score_codex":0.0007615276,"about_ca_system_score_gemma":0.0023003167,"threshold_uncertainty_score":0.9999667},"labels":[],"label_agreement":null},{"id":"W2398706339","doi":"","title":"Opening Minds: The Mental Health Commission of Canada’s Anti-Stigma Initiative: Listen to These Lessons","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Commission; Mental health; Psychiatry; Psychology; Medicine; Political science; Law","score_opus":0.051411089912897126,"score_gpt":0.3640241738232498,"score_spread":0.3126130839103527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398706339","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44694746,0.0023319009,0.000025090048,0.52014226,0.0052521443,0.00060711446,0.00013616186,0.0000037730742,0.024554064],"genre_scores_gemma":[0.99172306,0.0000064289516,0.00029686734,0.00684905,0.0003465279,0.0000048190573,0.0000049938567,0.000018416864,0.00074982253],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99807364,0.0005060382,0.0005574643,0.00012432372,0.00027300132,0.00046556478],"domain_scores_gemma":[0.9981639,0.0001307984,0.0005622603,0.00033511437,0.00006854483,0.0007394262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012519859,0.00015163666,0.00030306325,0.00012819431,0.001040097,0.00004156195,0.0007465575,0.00004867532,0.00046681453],"category_scores_gemma":[0.000033312164,0.000085288964,0.00007969836,0.00020709318,0.00010073013,0.000058568785,0.000025707084,0.00034238576,0.000009020123],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024095169,0.00013263064,0.13089325,0.0000753058,0.00028404314,0.000021379508,0.022888832,0.000045200566,0.000010109818,0.046858028,0.77053016,0.028020134],"study_design_scores_gemma":[0.0027872082,0.0013199912,0.68079734,0.0010546736,0.00009607582,0.00040438262,0.02544773,0.00003479325,0.000079105084,0.0035911587,0.28400123,0.00038632556],"about_ca_topic_score_codex":0.7739953,"about_ca_topic_score_gemma":0.99130774,"teacher_disagreement_score":0.5499041,"about_ca_system_score_codex":0.00030748916,"about_ca_system_score_gemma":0.004286959,"threshold_uncertainty_score":0.799969},"labels":[],"label_agreement":null},{"id":"W2399488784","doi":"10.1080/09638237.2017.1340606","title":"Narrative development and supported employment of persons with severe mental illness","year":2017,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Narrative; Psychology; Social connectedness; Mental health; Unemployment; Agency (philosophy); Mental illness; Narrative inquiry; Developmental psychology; Longitudinal study; Clinical psychology; Medicine; Social psychology; Psychiatry; Sociology","score_opus":0.04621390531929201,"score_gpt":0.3967922240772288,"score_spread":0.35057831875793677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399488784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99282503,0.00077840465,0.000007393425,0.0034475725,0.0007249252,0.0005637844,0.000041514406,0.000005993984,0.0016053643],"genre_scores_gemma":[0.9971154,0.00010976446,0.0010419037,0.00028489393,0.000064378095,0.0000126415625,0.000019131305,0.000018996116,0.0013329012],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982186,0.000108775326,0.0006878759,0.00019776003,0.00042534946,0.00036166445],"domain_scores_gemma":[0.9978386,0.00002457888,0.0015189492,0.00021474282,0.00006036336,0.0003427752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005254596,0.00019824327,0.00047548363,0.00011703389,0.0011163533,0.00003662848,0.00024112481,0.000054616234,0.0004211538],"category_scores_gemma":[0.0000031960717,0.00014264516,0.00005423112,0.000045024513,0.00015936117,0.00027901432,0.00006792945,0.00019103562,0.0000057419884],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005054292,0.0029030065,0.2313213,0.00042262836,0.0010423952,0.00023443816,0.4327472,5.309496e-7,0.00018653889,0.0005074793,0.015097881,0.31048232],"study_design_scores_gemma":[0.02105413,0.009073543,0.7419085,0.0017628093,0.000084262865,0.0028525935,0.19856942,0.0000058428536,0.005410808,0.00006363136,0.01857376,0.00064073317],"about_ca_topic_score_codex":0.0004029525,"about_ca_topic_score_gemma":0.00032581604,"teacher_disagreement_score":0.51058716,"about_ca_system_score_codex":0.0003546825,"about_ca_system_score_gemma":0.00024522218,"threshold_uncertainty_score":0.85862005},"labels":[],"label_agreement":null},{"id":"W2400822887","doi":"10.1177/070674371105600112","title":"Yet Another Flawed Study","year":2011,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Psychology; Medicine","score_opus":0.050036220979520256,"score_gpt":0.3263313543456415,"score_spread":0.2762951333661212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400822887","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030164922,0.004978553,0.0000018929143,0.8704565,0.037393644,0.0010208846,0.000086469234,0.000013318559,0.05588382],"genre_scores_gemma":[0.09716171,0.000008405388,0.00018910778,0.8493606,0.014873048,0.000035769535,0.000023959652,0.00016303734,0.038184375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976679,0.0004677984,0.0006955016,0.00023013257,0.00028682727,0.0006518506],"domain_scores_gemma":[0.99810183,0.000062045874,0.00079698395,0.0006673872,0.000088471126,0.0002832862],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000567246,0.00033208771,0.00046554857,0.0003964044,0.00047163243,0.00008429371,0.0011617347,0.0004700429,0.012113887],"category_scores_gemma":[0.0000060910966,0.00021165636,0.00023698868,0.00017870129,0.0001351822,0.000067360634,0.000012564592,0.002251082,0.0007253041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004235873,0.000086418695,0.03002447,0.000022389044,0.00047034182,0.00090479176,0.0024143616,4.999064e-8,2.2414035e-8,0.00049097894,0.96462035,0.00092347193],"study_design_scores_gemma":[0.0018702894,0.0011325979,0.035284523,0.00018218557,0.0005434565,0.00056171423,0.0014579245,7.037889e-8,4.985788e-7,0.008538805,0.950048,0.00037987833],"about_ca_topic_score_codex":0.09119802,"about_ca_topic_score_gemma":0.4988214,"teacher_disagreement_score":0.40762338,"about_ca_system_score_codex":0.0001950933,"about_ca_system_score_gemma":0.0013573291,"threshold_uncertainty_score":0.9887892},"labels":[],"label_agreement":null},{"id":"W2400971539","doi":"10.1007/s10597-016-0018-2","title":"Lay Health Workers’ Experience of Delivering a Problem Solving Therapy Intervention for Common Mental Disorders Among People Living with HIV: A Qualitative Study from Zimbabwe","year":2016,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Thematic analysis; Implementation research; Indigenous; Medicine; Intervention (counseling); Mental health; Qualitative research; Psychological intervention; Nursing; Gerontology; Psychology; Psychiatry; Sociology","score_opus":0.07800537691766353,"score_gpt":0.44738735262454066,"score_spread":0.36938197570687714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400971539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991216,0.0015762246,0.0019495224,0.0013274451,0.0004890257,0.0031638483,0.00015043544,0.00004455113,0.00008292226],"genre_scores_gemma":[0.997643,0.0004321782,0.0011275128,0.00019076192,0.00005328508,0.00033724253,0.000061161256,0.0000487301,0.0001061278],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9934032,0.004030229,0.0011579304,0.00028551562,0.00038785787,0.0007352659],"domain_scores_gemma":[0.9968318,0.00094483583,0.0013722568,0.00041341764,0.000067171946,0.0003705442],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028689525,0.00032864002,0.0006576689,0.00018464186,0.0026038575,0.00006371714,0.00055154983,0.000060398932,0.00030459795],"category_scores_gemma":[0.000012685349,0.00023070732,0.00016141823,0.00022184556,0.0001804346,0.0005594831,0.00018851866,0.00056538463,0.000004702219],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010840739,0.003422038,0.3374359,0.00009797097,0.00016148713,6.4986205e-7,0.5826614,5.822195e-7,0.000018417373,0.0000101773985,0.0002882877,0.07481902],"study_design_scores_gemma":[0.008269152,0.006708498,0.32203537,0.002963095,0.000009621677,0.000013542485,0.65958166,0.000012471448,0.00002413633,0.00013683974,0.00004754912,0.00019805439],"about_ca_topic_score_codex":0.04224001,"about_ca_topic_score_gemma":0.040410135,"teacher_disagreement_score":0.07692027,"about_ca_system_score_codex":0.0009183276,"about_ca_system_score_gemma":0.00009887818,"threshold_uncertainty_score":0.9986946},"labels":[],"label_agreement":null},{"id":"W2401970744","doi":"10.1016/s0013-7006(06)76132-2","title":"Les programmes d’action contre la dépression","year":2006,"lang":"fr","type":"article","venue":"L Encéphale","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Depression (economics); Commit; Psychiatry; Public health; Psychological intervention; Medicine; Population; Intervention (counseling); Health care; Psychology; Nursing; Political science","score_opus":0.05511638552507545,"score_gpt":0.4162608302274757,"score_spread":0.3611444447024002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401970744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4890981,0.033398654,0.00014932387,0.0028915885,0.003237929,0.0007756384,0.000044707904,0.00014277209,0.4702613],"genre_scores_gemma":[0.7776262,0.00021501926,0.0001989565,0.000087637505,0.00075026596,0.000105263185,0.00010042544,0.000023930006,0.22089228],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983683,0.00034274248,0.00030574098,0.0003451214,0.00015564001,0.00048244678],"domain_scores_gemma":[0.9993409,0.00015862923,0.00014949053,0.00022414408,0.000030495408,0.00009635929],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018388136,0.00021385713,0.00021221465,0.00006316025,0.00028831916,0.000068252295,0.00012022591,0.00033381424,0.0038592124],"category_scores_gemma":[0.000005449978,0.00019685182,0.00009323417,0.00013566023,0.00013959986,0.00018474899,0.000029906772,0.00022258045,0.00088652887],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013176013,0.0017746933,0.032367952,0.0002487434,0.00003420341,0.00013698939,0.00032429775,0.0000051220513,0.00020595864,0.023024943,0.033334646,0.90841067],"study_design_scores_gemma":[0.0027527725,0.00024598977,0.0545013,0.00028016677,0.0000886761,0.00007842504,0.0006316503,0.00008320681,0.0019119723,0.0024730363,0.93669444,0.00025837735],"about_ca_topic_score_codex":0.029525602,"about_ca_topic_score_gemma":0.0013128003,"teacher_disagreement_score":0.90815234,"about_ca_system_score_codex":0.00010814287,"about_ca_system_score_gemma":0.000016030062,"threshold_uncertainty_score":0.9998914},"labels":[],"label_agreement":null},{"id":"W2404112963","doi":"","title":"Opening Minds: The Mental Health Commission of Canada’s Anti-Stigma Initiative: Key Ingredients of Anti-Stigma Programs for Health Care Providers: A Data Synthesis of Evaluative Studies","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental health; Psychological intervention; Psychology; Context (archaeology); Inclusion (mineral); Curriculum; Mental illness; Medical education; Nursing; Public relations; Medicine; Social psychology; Psychiatry; Pedagogy; Political science","score_opus":0.11674517390180154,"score_gpt":0.42450554521926764,"score_spread":0.3077603713174661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404112963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8295786,0.03940963,0.000055323424,0.117388025,0.005221134,0.0048370464,0.0024962423,0.000007127982,0.0010068952],"genre_scores_gemma":[0.9970826,0.00006383127,0.0017628834,0.0007717528,0.00017535545,0.000029524583,0.000058193677,0.000026852027,0.000029017001],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99640715,0.0009602134,0.0013017745,0.00025568085,0.000510516,0.0005646805],"domain_scores_gemma":[0.9954547,0.00044017477,0.0026344196,0.0006172222,0.00043300344,0.0004204581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028351725,0.00024019358,0.0008520544,0.00018831155,0.0010788672,0.000022579892,0.0011222012,0.00006190269,0.000032570402],"category_scores_gemma":[0.0002725114,0.00014573983,0.00011001154,0.00026131482,0.00038756817,0.00016807686,0.00007852724,0.00026550164,3.3341786e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012740504,0.0007109795,0.40306816,0.0049329465,0.0027015975,0.0000070632964,0.1566587,0.000042279873,0.000009498375,0.0033528693,0.28180596,0.1454359],"study_design_scores_gemma":[0.012671612,0.009914014,0.35479823,0.017830594,0.0010835443,0.00015239701,0.5796519,0.00030597195,0.00062297523,0.002491914,0.019530674,0.0009462007],"about_ca_topic_score_codex":0.46638855,"about_ca_topic_score_gemma":0.9462874,"teacher_disagreement_score":0.47989884,"about_ca_system_score_codex":0.00048420846,"about_ca_system_score_gemma":0.009643065,"threshold_uncertainty_score":0.9959713},"labels":[],"label_agreement":null},{"id":"W2404531844","doi":"10.1146/annurev-clinpsy-032816-045217","title":"Psychological Treatments for the World: Lessons from Low- and Middle-Income Countries","year":2017,"lang":"en","type":"review","venue":"Annual Review of Clinical Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":897,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"National Institute of Mental Health; Wellcome Trust","keywords":"Mental health; Anxiety; Depression (economics); Intervention (counseling); Psychological intervention; Global mental health; Psychiatry; Interpersonal psychotherapy; Clinical psychology; Low and middle income countries; Psychology; Burden of disease; Medicine; Randomized controlled trial; Developing country; Environmental health; Population","score_opus":0.5040060425963744,"score_gpt":0.6712213167231507,"score_spread":0.16721527412677628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404531844","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000034917364,0.9738652,0.00001101267,0.0039178347,0.0056399484,0.005352936,0.0031091755,0.000042169155,0.008026775],"genre_scores_gemma":[0.000033957112,0.9839576,0.00021954888,0.005518967,0.0011832196,0.0020864315,0.00045806012,0.00008920368,0.0064530396],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909817,0.0016422813,0.004509482,0.0017447248,0.00031501468,0.00080680347],"domain_scores_gemma":[0.9814365,0.011320089,0.0040204925,0.0026948098,0.00018150217,0.00034661594],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030158581,0.00092804024,0.006852133,0.00015951491,0.00045196552,0.00004077556,0.0018855474,0.0010733542,0.0019497701],"category_scores_gemma":[0.0008185006,0.0005080467,0.001974175,0.0002287595,0.0014636783,0.00012158712,0.00024781688,0.0009988205,0.00072388776],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023451638,0.00076243014,0.00018258419,0.03218004,0.0015059562,0.00003325703,0.000027281161,5.313325e-10,5.282088e-10,0.0017907477,0.018643377,0.9446398],"study_design_scores_gemma":[0.0019146182,0.00085574196,0.005343277,0.112120196,0.004139968,0.000034610814,0.00000975821,5.9258095e-8,9.1854355e-9,0.0006262642,0.87458843,0.00036704872],"about_ca_topic_score_codex":0.00009610639,"about_ca_topic_score_gemma":0.0000808196,"teacher_disagreement_score":0.94427276,"about_ca_system_score_codex":0.00003653266,"about_ca_system_score_gemma":0.00008395517,"threshold_uncertainty_score":0.99973714},"labels":[],"label_agreement":null},{"id":"W2404646556","doi":"10.1177/070674371405901105","title":"Changing Perceptions of Mental Health in Canada","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Mental health; Psychology; Perception; Psychiatry","score_opus":0.015824494819803865,"score_gpt":0.3102636702850126,"score_spread":0.29443917546520876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404646556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9418352,0.0012264551,0.000009585963,0.049390122,0.003993402,0.00015168844,0.00003664079,0.0000011302682,0.003355727],"genre_scores_gemma":[0.99701226,0.000009539992,0.00018425728,0.0023625132,0.00022017301,0.0000018608129,0.0000038635208,0.000008572661,0.0001969622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894,0.0001483234,0.00039541416,0.0000642958,0.00010535153,0.0003466072],"domain_scores_gemma":[0.9992273,0.000023789566,0.0002748594,0.00013901759,0.000021636833,0.00031342235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050400326,0.00007382948,0.00017905826,0.00022979466,0.00026212397,0.000007688767,0.00022690736,0.000024004099,0.0008297384],"category_scores_gemma":[0.000003752348,0.00005433567,0.00004486136,0.0002040201,0.00003838795,0.000037214944,0.0000048279753,0.0001885335,0.000008000903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047673217,0.000062016574,0.88520414,0.000042622833,0.00006146366,0.0000072714934,0.0076459367,0.000032003016,0.0000014861539,0.021949254,0.052600358,0.03234577],"study_design_scores_gemma":[0.0017461871,0.00034532673,0.9648741,0.00031884524,0.000018498462,0.0001949292,0.022714907,0.000038275077,0.0000030575768,0.0030297956,0.006567762,0.00014834173],"about_ca_topic_score_codex":0.98392737,"about_ca_topic_score_gemma":0.9998554,"teacher_disagreement_score":0.07966993,"about_ca_system_score_codex":0.0006484625,"about_ca_system_score_gemma":0.003700477,"threshold_uncertainty_score":0.9085054},"labels":[],"label_agreement":null},{"id":"W2408393283","doi":"10.1177/070674370004501008","title":"Major Depression Prevalence in Calgary","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Depression (economics); Psychiatry; Medicine; Psychology","score_opus":0.016672211390599125,"score_gpt":0.3134109227636207,"score_spread":0.2967387113730216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408393283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9469213,0.010692895,0.0000014590245,0.0060495595,0.0020193039,0.00017041778,0.0000060925368,0.000003227808,0.034135778],"genre_scores_gemma":[0.99332416,0.000043326712,0.00026675663,0.0011002726,0.00032152084,0.0000058617497,9.5335713e-7,0.000011169827,0.0049259528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990124,0.00013687437,0.0003343086,0.00009801652,0.00011214461,0.00030624057],"domain_scores_gemma":[0.9993271,0.00002842563,0.00011897445,0.00020064972,0.00001693802,0.00030791413],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033767844,0.00008930745,0.000120616576,0.00013190875,0.00022931989,0.000024016708,0.00036059832,0.000070930444,0.0120838],"category_scores_gemma":[0.000003653222,0.000058269503,0.000057105422,0.00015694024,0.00005929053,0.00008791798,0.0000033488552,0.00030695988,0.00022015805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016315833,0.0000754034,0.89973843,0.000031818632,0.000027703456,0.0001401508,0.0010136508,0.000006688181,9.879132e-7,0.0025394203,0.01578958,0.080473036],"study_design_scores_gemma":[0.001209393,0.0001261671,0.9853801,0.0002392878,0.00003193298,0.00034509436,0.00019355338,0.0000051296965,0.0000056578538,0.007059839,0.005306858,0.00009694841],"about_ca_topic_score_codex":0.03833604,"about_ca_topic_score_gemma":0.41786748,"teacher_disagreement_score":0.37953144,"about_ca_system_score_codex":0.000097644006,"about_ca_system_score_gemma":0.00041422338,"threshold_uncertainty_score":0.9888193},"labels":[],"label_agreement":null},{"id":"W2409744754","doi":"","title":"Evaluation of state opioid substitution treatment program in Georgia.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Buprenorphine; Methadone; (+)-Naloxone; Opiate Substitution Treatment; Adverse effect; Methadone maintenance; Public health; Opioid; Psychiatry; Internal medicine","score_opus":0.09046449856158857,"score_gpt":0.3898839890715406,"score_spread":0.29941949050995204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409744754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97651505,0.0003100787,0.000011027776,0.00006742251,0.00032713788,0.0030722453,0.000005447474,0.00003337467,0.01965823],"genre_scores_gemma":[0.9880139,0.000013635001,0.000036413483,0.000016897833,0.000039647653,0.011239633,0.000043607513,0.0000065957524,0.00058967335],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988026,0.00026007762,0.00023313955,0.00018182825,0.0002482199,0.0002741233],"domain_scores_gemma":[0.999587,0.00003413473,0.000096690674,0.00016997028,0.000053403535,0.00005879842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081084,0.000086748965,0.0001345787,0.00009442676,0.000030992072,0.000008245553,0.000056102836,0.000041630134,0.00011142902],"category_scores_gemma":[0.000020963094,0.00006994766,0.000028130513,0.00013729725,0.000032550088,0.000067005894,0.00000744962,0.000030751544,0.000037587222],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006465907,0.00079547695,0.032478344,0.000012096118,0.0000238634,8.9772226e-7,0.00036532123,0.000014625731,0.0000025174118,0.0007485515,0.000014971889,0.96547866],"study_design_scores_gemma":[0.0031074872,0.00017799101,0.9922271,0.0000064542555,0.00005857827,7.870336e-7,0.00003650796,0.00033112906,0.000693176,0.001172797,0.0021233375,0.0000646621],"about_ca_topic_score_codex":0.0006915669,"about_ca_topic_score_gemma":0.0003678217,"teacher_disagreement_score":0.965414,"about_ca_system_score_codex":0.0003921185,"about_ca_system_score_gemma":0.00002393739,"threshold_uncertainty_score":0.2852383},"labels":[],"label_agreement":null},{"id":"W2411095996","doi":"","title":"Perceived need for mental health care in Canada: Results from the 2012 Canadian Community Health Survey-Mental Health.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":155,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Mental health; Medicine; Needs assessment; Population; Distress; Psychology; Family medicine; Gerontology; Psychiatry; Environmental health; Clinical psychology","score_opus":0.06830490422483734,"score_gpt":0.32604873538905466,"score_spread":0.2577438311642173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411095996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8606183,0.004801928,4.879096e-7,0.09882633,0.0021848588,0.010437015,0.022250101,0.00003024821,0.0008507515],"genre_scores_gemma":[0.9536201,0.00012481424,0.000030462192,0.02844204,0.0001176793,0.0029926552,0.014021094,0.000040646093,0.00061056286],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99419373,0.002264015,0.00091962394,0.00043606668,0.0002672636,0.0019193228],"domain_scores_gemma":[0.9969805,0.0005774177,0.00037945076,0.00069953373,0.000052997973,0.001310093],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017740345,0.00030821917,0.0005528998,0.000114804105,0.0018046767,0.000059469716,0.0005790535,0.00008590125,0.00020702078],"category_scores_gemma":[0.000038935075,0.00025131964,0.00006252527,0.00025780918,0.00006401618,0.00017289993,0.00006872502,0.0005223269,0.000037836537],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041521573,0.00017301162,0.1207559,0.000045701418,0.000058064743,0.000001162446,0.024418693,6.628033e-7,7.2765e-8,0.000022374263,0.6497352,0.20437393],"study_design_scores_gemma":[0.0039261063,0.00014311055,0.9509928,0.00003176287,0.0000020206082,0.0000018738712,0.025685778,0.000006792648,5.000834e-7,0.0000135981445,0.019020274,0.0001753497],"about_ca_topic_score_codex":0.9999873,"about_ca_topic_score_gemma":0.99999595,"teacher_disagreement_score":0.8302369,"about_ca_system_score_codex":0.010927228,"about_ca_system_score_gemma":0.003207583,"threshold_uncertainty_score":0.9999939},"labels":[],"label_agreement":null},{"id":"W2411122100","doi":"10.1017/s2045796015000505","title":"Coping strategies and distress reduction in psychological well-being? A structural equation modelling analysis using a national population sample","year":2015,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; McGill University; Douglas Mental Health University Institute","funders":"Saskatchewan Health Research Foundation","keywords":"Coping (psychology); Structural equation modeling; Confirmatory factor analysis; Population; Distress; Mental health; Psychology; Clinical psychology; Exploratory factor analysis; Psychiatry; Medicine; Psychometrics; Environmental health","score_opus":0.24048515999724032,"score_gpt":0.4855861873928137,"score_spread":0.24510102739557335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411122100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796793,0.0016428134,0.016374499,0.0006515348,0.0006342186,0.00017852141,0.0000050567483,0.000019338391,0.000814736],"genre_scores_gemma":[0.9869424,0.000048899048,0.012646895,0.00013137954,0.00015057574,0.000014297369,0.000054665834,0.0000027064652,0.000008182531],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806446,0.00054526154,0.00046262535,0.00050181884,0.00013653874,0.0002892854],"domain_scores_gemma":[0.9990242,0.0005434827,0.0002376097,0.0000716365,0.00003057183,0.000092505594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022332964,0.00012505238,0.00028597802,0.00042959154,0.00044663684,0.000042795433,0.00008475103,0.00013603062,0.000042287727],"category_scores_gemma":[0.00010430399,0.0000982424,0.000035152956,0.0009317518,0.0002270857,0.00040106432,0.000019154637,0.00012240189,0.0000015971418],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079681,0.000033015094,0.87736756,0.00000876746,0.00002637118,4.8455587e-7,0.00083471875,0.05444914,6.3850575e-7,0.06555076,0.000020424019,0.0016284705],"study_design_scores_gemma":[0.00045910492,0.00014144751,0.4255489,0.000007843732,0.00005578525,0.00002175783,0.0017421093,0.29104167,1.452932e-7,0.28085974,0.0000040121236,0.000117455056],"about_ca_topic_score_codex":0.004914781,"about_ca_topic_score_gemma":0.00017965687,"teacher_disagreement_score":0.45181862,"about_ca_system_score_codex":0.00004990451,"about_ca_system_score_gemma":0.000020369402,"threshold_uncertainty_score":0.7429712},"labels":[],"label_agreement":null},{"id":"W2414676805","doi":"","title":"Academic Accommodations for Postsecondary Students with Mental Health Disabilities in Ontario, Canada: A Review of the Literature and Reflections on Emerging Issues.","year":2015,"lang":"en","type":"review","venue":"The Journal of Postsecondary Education and Disability","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mental health; Medical education; Accommodation; Population; Reasonable accommodation; Documentation; Higher education; Stigma (botany); Medicine; Psychiatry; Political science","score_opus":0.08234758440987776,"score_gpt":0.49048592010186376,"score_spread":0.408138335691986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414676805","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05830374,0.9292712,9.743286e-8,0.008348175,0.0009427648,0.0024780065,0.00037801047,0.0000022978127,0.00027567593],"genre_scores_gemma":[0.009329856,0.98751545,0.000020588963,0.001677218,0.00011365827,0.00013623513,0.0002039862,0.000021113512,0.0009819007],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971712,0.00087725883,0.0011991925,0.00022665452,0.00031472996,0.00021094046],"domain_scores_gemma":[0.99768955,0.00047518656,0.0011271713,0.00039494998,0.00015633993,0.00015682228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018125016,0.00028117734,0.0010042584,0.000076814016,0.0003154241,0.000025356818,0.00038741995,0.000104357634,0.00028195826],"category_scores_gemma":[0.000083462975,0.00014386776,0.0001225803,0.00025942698,0.00024620778,0.00017640713,0.000070744405,0.000952868,3.5227382e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052678376,0.0021500355,0.026113503,0.06634518,0.00039738396,4.5132512e-7,0.05626399,1.6578167e-7,7.979714e-8,0.0006187835,0.05570051,0.7918831],"study_design_scores_gemma":[0.0011117341,0.0008621216,0.057873674,0.088863805,0.0005214146,0.00038659977,0.017645927,6.029061e-8,2.7394015e-7,0.0006460439,0.8318031,0.00028524696],"about_ca_topic_score_codex":0.16638441,"about_ca_topic_score_gemma":0.5835999,"teacher_disagreement_score":0.7915979,"about_ca_system_score_codex":0.0015690298,"about_ca_system_score_gemma":0.003967787,"threshold_uncertainty_score":0.8391667},"labels":[],"label_agreement":null},{"id":"W2414886206","doi":"","title":"Opening Minds: The Mental Health Commission of Canada’s Anti-Stigma Initiative: Stigma in Canada: Results From a Rapid Response Survey","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental health; Mental illness; Population; Public health; Oppression; Convention; Psychology; Psychiatry; Social stigma; Medicine; Political science; Sociology; Environmental health; Politics; Social science; Nursing; Family medicine; Law","score_opus":0.05017706035403151,"score_gpt":0.32601272839178036,"score_spread":0.27583566803774884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414886206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9059952,0.0024645526,0.0000026744526,0.08501889,0.0036166115,0.00036911722,0.0012416474,0.0000014427171,0.0012898699],"genre_scores_gemma":[0.9964489,0.000014198084,0.000111634676,0.0030049377,0.00017801,0.0000033385704,0.0000515886,0.000020225405,0.00016719213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994495,0.0031842536,0.0011200038,0.00019851135,0.00041430618,0.00058793754],"domain_scores_gemma":[0.99662673,0.0011074471,0.0010579333,0.00043647358,0.00009394463,0.000677464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004601103,0.00020525939,0.00045798218,0.00016435505,0.0008707987,0.000031581283,0.0007944673,0.00006418389,0.00033828625],"category_scores_gemma":[0.0002423708,0.00012993727,0.000055048407,0.00031281667,0.00011370412,0.00007684583,0.00002521006,0.00055827445,0.0000020163252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044186544,0.00007276032,0.54208213,0.000021738224,0.0001744055,0.000065630506,0.007204056,0.0000563331,0.0000046950086,0.0003996286,0.43786007,0.007639868],"study_design_scores_gemma":[0.002699209,0.00023028081,0.9832533,0.0003214268,0.000013577003,0.000038315575,0.0046696933,0.00003130967,0.000013976129,0.00018656766,0.0084160045,0.00012636559],"about_ca_topic_score_codex":0.99990344,"about_ca_topic_score_gemma":0.9999981,"teacher_disagreement_score":0.4411711,"about_ca_system_score_codex":0.0016116597,"about_ca_system_score_gemma":0.040424716,"threshold_uncertainty_score":0.9650152},"labels":[],"label_agreement":null},{"id":"W2415007311","doi":"","title":"Needs assessment and treatment compliance at state opioid substitution treatment programes in Georgia.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Buprenorphine; Medicine; Heroin; Attendance; Methadone; Psychiatry; Family medicine; Opium; Opioid; Drug; Internal medicine","score_opus":0.0828779961935105,"score_gpt":0.3656405602112032,"score_spread":0.28276256401769273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415007311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98537296,0.0011082006,0.000006062924,0.0006399471,0.00033005563,0.0052099884,0.000024408184,0.000077729244,0.0072306446],"genre_scores_gemma":[0.9588928,0.0003375992,0.00015996504,0.000092294365,0.00004923199,0.028071433,0.00009699707,0.00001856283,0.012281086],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99834585,0.00010136147,0.00032669122,0.00039134113,0.00012875223,0.00070602447],"domain_scores_gemma":[0.99929017,0.000063500906,0.000110534456,0.00027579986,0.000020656767,0.0002393614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101843616,0.00027473454,0.0003078539,0.00015419973,0.00016923694,0.000077683115,0.00008158318,0.00007165306,0.00031425545],"category_scores_gemma":[0.000001432239,0.00020312043,0.000048127215,0.00019982089,0.00009945298,0.00018706181,0.000036578225,0.000056285575,0.00018463923],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072758965,0.0009231206,0.3318433,0.000017233779,0.00006667013,0.000022158763,0.0007997785,0.000001497874,0.000007041488,0.00050631864,0.00006998651,0.66567016],"study_design_scores_gemma":[0.0035727515,0.0003689137,0.98832995,0.000013279046,0.000027394522,0.000012498035,0.00025602887,0.00004964315,0.00017339752,0.00021072202,0.006806862,0.00017854756],"about_ca_topic_score_codex":0.004272334,"about_ca_topic_score_gemma":0.0007011496,"teacher_disagreement_score":0.6654916,"about_ca_system_score_codex":0.002091657,"about_ca_system_score_gemma":0.00002602643,"threshold_uncertainty_score":0.8283011},"labels":[],"label_agreement":null},{"id":"W2416365800","doi":"10.1007/s00127-002-0585-0","title":"Prevalence and risk factors for depression in a rural setting","year":2002,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Office of Research and Development","keywords":"Depression (economics); Epidemiology; Psychiatry; Context (archaeology); Medicine; Major depressive disorder; Rural area; Multivariate analysis; Public health; Prevalence; Mental health; Suicide prevention; Poison control; Demography; Psychology; Environmental health; Mood","score_opus":0.05189067688085798,"score_gpt":0.389810952132192,"score_spread":0.33792027525133406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416365800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96215874,0.02934231,0.00011549345,0.002909785,0.002660637,0.0008730546,0.00008418575,0.00005484169,0.0018009424],"genre_scores_gemma":[0.99341685,0.0026555867,0.0017694477,0.00062134257,0.0008533505,0.0001891266,0.000019460193,0.000025983425,0.00044886113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970606,0.0008446629,0.0007157917,0.000603146,0.00006332567,0.0007124933],"domain_scores_gemma":[0.9977062,0.0015178294,0.00043306084,0.00017069998,0.000014908694,0.0001573052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010596253,0.0002898811,0.00052227685,0.0001726394,0.0007792868,0.000011014069,0.00014406788,0.00041446023,0.0002729825],"category_scores_gemma":[0.00015011335,0.00024493132,0.00012092293,0.00022628646,0.00014943832,0.00011099046,0.000041930452,0.00038421398,0.00001364009],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015878092,0.00021262425,0.9652128,0.00019807051,0.000044083547,4.499963e-7,0.0015369332,4.444607e-7,2.8910526e-7,0.0047287066,0.005296158,0.022610633],"study_design_scores_gemma":[0.0022091367,0.00028185878,0.9765938,0.00003419589,0.00009385498,0.000009596707,0.0013069222,0.00016750865,1.6385455e-7,0.018666789,0.00038999802,0.00024618075],"about_ca_topic_score_codex":0.000588281,"about_ca_topic_score_gemma":0.0001311137,"teacher_disagreement_score":0.03125809,"about_ca_system_score_codex":0.000025099176,"about_ca_system_score_gemma":0.000008689388,"threshold_uncertainty_score":0.99880093},"labels":[],"label_agreement":null},{"id":"W2416603547","doi":"10.1016/s2215-0366(16)00105-x","title":"A global mental health fund for serious mental illness in low-income and middle-income countries","year":2016,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Scopus; Gross domestic product; Psychiatry; Mental health; Mental illness; Low and middle income countries; Medicine; High income countries; Antipsychotic; Psychology; Schizophrenia (object-oriented programming); Developing country; MEDLINE; Political science; Economic growth; Economics","score_opus":0.030207114549381124,"score_gpt":0.3646735672830945,"score_spread":0.3344664527337134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416603547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9366886,0.0051124473,0.000023026876,0.04931096,0.004577131,0.0017568521,0.0010864077,0.00007532176,0.0013692447],"genre_scores_gemma":[0.99414027,0.0004986919,0.00025816157,0.0030543506,0.000756434,0.0003049373,0.000033072396,0.000026894071,0.00092721835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980338,0.00014608502,0.000430886,0.0004213587,0.00017858844,0.0007892719],"domain_scores_gemma":[0.99913955,0.00008671001,0.0001977736,0.00041815703,0.000012990544,0.00014484781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004945078,0.0002598129,0.00046176178,0.000053361768,0.00045692862,0.00004519839,0.00033843482,0.000094961106,0.00023039362],"category_scores_gemma":[0.0000029755333,0.00015210628,0.0000639814,0.00016658637,0.00016890075,0.00014669812,0.000083690546,0.000087264954,0.00008567943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027712665,0.00029423818,0.94346666,0.00062205165,0.00010779842,0.0000039517604,0.0022144953,1.244522e-7,0.0000017588769,0.02951874,0.0078075733,0.0131913405],"study_design_scores_gemma":[0.016781636,0.00075552706,0.9451942,0.0015473738,0.000022586823,0.00011211013,0.00158736,0.000009586531,0.000007380036,0.0096283285,0.023893492,0.0004604214],"about_ca_topic_score_codex":0.0004201502,"about_ca_topic_score_gemma":0.0028685732,"teacher_disagreement_score":0.057451632,"about_ca_system_score_codex":0.00029035288,"about_ca_system_score_gemma":0.00006629307,"threshold_uncertainty_score":0.62027144},"labels":[],"label_agreement":null},{"id":"W2417745897","doi":"10.1177/070674370004500709","title":"Training Residents for Community Psychiatric Practice: The Resident Perspective","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Perspective (graphical); Psychiatry; Training (meteorology); Psychology; Medicine; Gerontology","score_opus":0.06905494190851146,"score_gpt":0.4050562912926511,"score_spread":0.3360013493841396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417745897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5387329,0.016956324,0.000033526074,0.3049737,0.009091135,0.0014231155,0.000072652525,0.000017954682,0.12869872],"genre_scores_gemma":[0.9870598,0.00005690478,0.0009865614,0.0063206744,0.0015295128,0.000033176755,0.000003058228,0.000033215372,0.003977107],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99737763,0.0012001144,0.0005439273,0.00012832019,0.00024235122,0.0005076689],"domain_scores_gemma":[0.99784964,0.00058330403,0.00047233992,0.0005158863,0.00021005046,0.0003687841],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002879555,0.00017210431,0.0002176745,0.00016699318,0.0029458797,0.00013683602,0.00095580163,0.000099477424,0.001902709],"category_scores_gemma":[0.0001073813,0.00010146977,0.00020332923,0.00032059738,0.00018850055,0.00020546376,0.000008082756,0.0009901851,0.00009141595],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023670145,0.0005247555,0.026159324,0.00006614666,0.0013489377,0.00007788107,0.16168931,0.00007144187,8.4741447e-7,0.24478897,0.49029052,0.072614856],"study_design_scores_gemma":[0.004817649,0.0019526986,0.34182426,0.00019791204,0.0008294486,0.0017550401,0.29364213,0.0000069812477,0.0000025039574,0.26496017,0.08959087,0.0004203203],"about_ca_topic_score_codex":0.13957192,"about_ca_topic_score_gemma":0.50421673,"teacher_disagreement_score":0.44832692,"about_ca_system_score_codex":0.00033581373,"about_ca_system_score_gemma":0.0014179904,"threshold_uncertainty_score":0.99900967},"labels":[],"label_agreement":null},{"id":"W2418665330","doi":"","title":"Opening Minds: The Mental Health Commission of Canada’s Anti-Stigma Initiative: Opening Minds in Canada","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental health; Agency (philosophy); Commission; Pleasure; Work (physics); Public relations; Tourism; Political science; Psychology; Economic growth; Sociology; Medicine; Psychiatry; Social science; Engineering; Law","score_opus":0.0298392390748876,"score_gpt":0.3176608160353812,"score_spread":0.2878215769604936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418665330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88186795,0.0028982537,0.0000057222182,0.09878773,0.0050046016,0.00045893638,0.00008584922,0.0000014247981,0.010889514],"genre_scores_gemma":[0.9952324,0.000007495286,0.00018414404,0.0040108804,0.00022643333,0.0000048107563,0.000009030504,0.00001987734,0.00030494377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974402,0.0005910818,0.000837568,0.000150518,0.00036587007,0.00061472337],"domain_scores_gemma":[0.9980647,0.00016231358,0.0008031991,0.0002985069,0.00006144001,0.0006098152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013176688,0.00018823025,0.00040323188,0.00014687255,0.0009594919,0.000036275356,0.0008115464,0.00005072191,0.0005915962],"category_scores_gemma":[0.00002843838,0.00011868755,0.00005671913,0.00026659787,0.00009032101,0.00009905778,0.0000276399,0.0005326,0.0000018534229],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014619235,0.000051558018,0.68374616,0.00006623222,0.00013924291,0.000058712594,0.0062242197,0.00010768778,0.0000031523318,0.004105112,0.29208753,0.0132641895],"study_design_scores_gemma":[0.0034833609,0.00042566546,0.9240685,0.0010199514,0.000045214976,0.000349835,0.02502079,0.00014779888,0.000057319565,0.0007068196,0.044339675,0.00033504554],"about_ca_topic_score_codex":0.9995639,"about_ca_topic_score_gemma":0.99999374,"teacher_disagreement_score":0.24774784,"about_ca_system_score_codex":0.0014193226,"about_ca_system_score_gemma":0.026671555,"threshold_uncertainty_score":0.9788463},"labels":[],"label_agreement":null},{"id":"W2418872436","doi":"10.1503/jpn.150205","title":"Why is depression more prevalent in women?","year":2015,"lang":"en","type":"editorial","venue":"Journal of Psychiatry and Neuroscience","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1783,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Psychiatry; Depressive symptoms; Medicine; Disease; Burden of disease; Major depressive episode; Psychology; Internal medicine; Anxiety; Cognition","score_opus":0.027942772705380935,"score_gpt":0.38395038680188226,"score_spread":0.35600761409650133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418872436","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13169001,0.0064969533,0.0000045964107,0.0017443463,0.8594363,0.00019162113,0.000038490507,0.000006074104,0.00039165426],"genre_scores_gemma":[0.04174072,0.005017767,0.0002847829,0.011506469,0.93683255,0.000067118606,0.000007228861,0.00008963672,0.004453739],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750274,0.00016722125,0.00066063425,0.00041502045,0.00085025385,0.00040409862],"domain_scores_gemma":[0.9984293,0.00011379679,0.00078570656,0.00024369326,0.000096760035,0.0003307209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083042315,0.00024081775,0.00042096432,0.00029024572,0.00012303461,0.000065864384,0.00050477544,0.00032407106,0.000108653556],"category_scores_gemma":[0.00008998594,0.00017792301,0.00007112045,0.00027674102,0.000117508214,0.00028433837,0.00008277724,0.0009127222,0.0000054942166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005383147,0.0004686038,0.0062073288,0.0001354883,0.000005202533,0.00007041643,0.00086955266,0.0000010391301,0.000014095007,0.0000070411506,0.9897316,0.0019512794],"study_design_scores_gemma":[0.002571605,0.0015232374,0.013022125,0.00070477405,0.000036341735,0.000098512624,0.00041918422,0.0000058476694,0.000011190321,0.0007265039,0.98063993,0.00024076023],"about_ca_topic_score_codex":0.000034483608,"about_ca_topic_score_gemma":0.000014174673,"teacher_disagreement_score":0.08994929,"about_ca_system_score_codex":0.00010218507,"about_ca_system_score_gemma":0.000251238,"threshold_uncertainty_score":0.725549},"labels":[],"label_agreement":null},{"id":"W2423149877","doi":"10.1016/j.jpsychores.2016.06.007","title":"Reporting completeness and transparency of meta-analyses of depression screening tool accuracy: A comparison of meta-analyses published before and after the PRISMA statement","year":2016,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Concordia University; McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Arthritis Society","keywords":"Meta-analysis; PsycINFO; Systematic review; MEDLINE; Guideline; Transparency (behavior); Medicine; Checklist; Diagnostic accuracy; Psychology; Medical physics; Computer science; Pathology; Internal medicine","score_opus":0.6806692313672784,"score_gpt":0.6102926834610498,"score_spread":0.0703765479062286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2423149877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98490596,0.009439098,0.002443601,0.0022864193,0.00007303975,0.0006555289,0.00003161655,0.000003015306,0.00016173],"genre_scores_gemma":[0.99636316,0.0001299932,0.0032581282,0.000015452182,0.00003404665,0.000079255275,0.000002143474,0.000016812863,0.00010100295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9909498,0.0014813596,0.0053416216,0.00031123045,0.0015409708,0.00037501994],"domain_scores_gemma":[0.9896166,0.0021515847,0.0066683716,0.00061863346,0.0007997232,0.0001451073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008573225,0.00022902044,0.0020742095,0.0005287589,0.00015509612,0.000063460146,0.0004532862,0.00008462978,0.0013545984],"category_scores_gemma":[0.00087761006,0.00009213978,0.0005950616,0.00050213636,0.0003374407,0.00048916397,0.00010023616,0.00029728384,7.533584e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032418135,0.0017619951,0.84081066,0.0020828017,0.05690812,0.00006639273,0.010563189,0.000020966261,0.01577443,0.00013911315,0.0016971179,0.0669334],"study_design_scores_gemma":[0.0037669863,0.001706115,0.9437073,0.0009552186,0.021746295,0.000103281025,0.0052391123,0.00027378032,0.01852399,0.0036264302,0.00013807994,0.00021345039],"about_ca_topic_score_codex":0.00036423336,"about_ca_topic_score_gemma":0.000055509954,"teacher_disagreement_score":0.1028966,"about_ca_system_score_codex":0.000025414676,"about_ca_system_score_gemma":0.00005172041,"threshold_uncertainty_score":0.99955827},"labels":[],"label_agreement":null},{"id":"W2424599874","doi":"10.1177/0706743716639922","title":"Management of Current Psychiatric Disorders","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychiatry; Compliance (psychology); Qualitative research; Medicine; Grounded theory; Psychology; Family medicine","score_opus":0.02277886014268148,"score_gpt":0.33369113911074355,"score_spread":0.31091227896806206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2424599874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8046882,0.044887096,0.00039048385,0.06442945,0.03691045,0.00077519694,0.00006916478,0.000013413105,0.047836542],"genre_scores_gemma":[0.997868,0.0002825193,0.0004614737,0.0001321237,0.00036945764,0.0000070342617,7.027121e-7,0.000016040733,0.000862648],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99876595,0.00009409987,0.00050146325,0.00011398188,0.00018195571,0.00034253238],"domain_scores_gemma":[0.99886423,0.0000323282,0.00043536015,0.0003031211,0.000042148407,0.00032283601],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035682748,0.00012511207,0.0001712841,0.00023793403,0.00021788506,0.0000123591,0.0004992491,0.00004521471,0.0013464629],"category_scores_gemma":[0.0000021336996,0.000064833475,0.00015248488,0.0002525138,0.00013599206,0.0000718151,0.000010383412,0.00014328185,0.00010659223],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012344893,0.00019407873,0.3213798,0.00010091989,0.0002847078,0.000013757001,0.0003748681,9.0821106e-7,6.7485547e-7,0.27253288,0.039945297,0.36504862],"study_design_scores_gemma":[0.004774577,0.00069420063,0.7507336,0.0007305799,0.00037865504,0.00009884769,0.0013480395,4.818209e-7,0.000007889205,0.16710828,0.073808104,0.00031673312],"about_ca_topic_score_codex":0.0025988289,"about_ca_topic_score_gemma":0.07888509,"teacher_disagreement_score":0.42935377,"about_ca_system_score_codex":0.000094789626,"about_ca_system_score_gemma":0.00030718342,"threshold_uncertainty_score":0.99956644},"labels":[],"label_agreement":null},{"id":"W24286145","doi":"10.18295/2075-0528.2795","title":"The Need to Teach Cognitive-Behavioural Therapy","year":2009,"lang":"en","type":"article","venue":"Sultan Qaboos University medical journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Anxiety; Depression (economics); Cognition; Inclusion (mineral); Psychiatry; Cognitive therapy; Mental health; Psychotherapist; Psychological therapy; Cognitive behavioral therapy; Scientific evidence; Clinical psychology; Psychology","score_opus":0.03710381236856549,"score_gpt":0.3497530990376358,"score_spread":0.3126492866690703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W24286145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9559302,0.00044369872,0.00022766333,0.02595137,0.00095188204,0.00031968852,0.00000977408,0.000045955694,0.016119815],"genre_scores_gemma":[0.98853576,0.00032036763,0.000029634284,0.00336329,0.00036463342,5.6735576e-7,0.0000064506994,0.00000712712,0.007372181],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982266,0.00029803163,0.00020556872,0.00018933768,0.0005781656,0.00050232245],"domain_scores_gemma":[0.99858916,0.00023913442,0.00009633855,0.00012911839,0.00011271312,0.0008335538],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055457547,0.00014328674,0.00016074665,0.00013746835,0.0012116592,0.00006007066,0.0005279978,0.00012876106,0.0021273366],"category_scores_gemma":[0.000071524446,0.00009540348,0.000094896975,0.0003559051,0.00011796766,0.00012284511,0.000033670512,0.00064357126,0.0002517433],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002396179,0.00054321863,0.009383458,0.0000010071657,0.00009198915,0.001900525,0.0024927037,8.804718e-8,0.00003752817,0.0022317488,0.030433675,0.95048785],"study_design_scores_gemma":[0.018870939,0.0032013243,0.6516048,0.0002405746,0.00011417618,0.0010117235,0.030740382,0.000014667633,0.00021865411,0.0006031688,0.29279342,0.0005862003],"about_ca_topic_score_codex":0.00008196487,"about_ca_topic_score_gemma":0.00003289219,"teacher_disagreement_score":0.9499017,"about_ca_system_score_codex":0.00014529686,"about_ca_system_score_gemma":0.00009664174,"threshold_uncertainty_score":0.99878484},"labels":[],"label_agreement":null},{"id":"W2429720976","doi":"","title":"Gender Differences in Mental Health Literacy of University Students","year":2016,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Mental health literacy; Psychology; Affect (linguistics); Socialization; Literacy; Health literacy; Developmental psychology; Clinical psychology; Mental illness; Psychiatry; Health care; Pedagogy","score_opus":0.15179480222766015,"score_gpt":0.4124707077973518,"score_spread":0.26067590556969167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2429720976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977367,0.0001636844,0.0000767465,0.0004574932,0.00043190017,0.00051971374,0.00012908017,0.000057630776,0.000427047],"genre_scores_gemma":[0.98627365,0.00019160424,0.000017131062,0.00014960425,0.000028314571,6.629351e-7,0.00001822566,0.000019616104,0.013301172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973854,0.0007445743,0.00033315955,0.00057332206,0.00039162728,0.0005719078],"domain_scores_gemma":[0.9987903,0.00014094,0.00031219205,0.00042339094,0.000054480442,0.0002786654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040417892,0.0002694146,0.0004339461,0.0006300486,0.00020178499,0.00004270835,0.00090594834,0.0001452677,0.00030631025],"category_scores_gemma":[0.000005006642,0.00023489527,0.00010545236,0.00047105676,0.0001378025,0.0011563833,0.00034174975,0.00021927882,0.0002053108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006035325,0.00061728264,0.9889257,0.0000531271,0.00007947875,0.00016976247,0.0023773722,3.9111637e-8,0.00007197759,0.00021048388,0.0000023016223,0.006888931],"study_design_scores_gemma":[0.0044282237,0.0002747017,0.99269044,0.00030962084,0.000019166797,0.000008698866,0.0010537121,1.595139e-8,0.00012530482,0.000041305317,0.00082525023,0.00022354878],"about_ca_topic_score_codex":0.000069854905,"about_ca_topic_score_gemma":0.0011334985,"teacher_disagreement_score":0.0128741255,"about_ca_system_score_codex":0.0005340972,"about_ca_system_score_gemma":0.00006605975,"threshold_uncertainty_score":0.95787513},"labels":[],"label_agreement":null},{"id":"W2430779477","doi":"10.1097/nmd.0000000000000400","title":"A Model for Recruiting Clinical Research Participants With Anxiety Disorders in the Absence of Service Provision","year":2015,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; University of Ottawa; University of Waterloo","funders":"University of Waterloo","keywords":"Mental health; Anxiety; Psychopathology; Context (archaeology); Psychology; Mental health service; Psychiatry; Medical education; Medicine; Clinical psychology","score_opus":0.3882867591225339,"score_gpt":0.5312409482435333,"score_spread":0.1429541891209994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2430779477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99500346,0.0007636568,0.00003984378,0.0031391862,0.00006916873,0.0007554606,0.000016095253,0.0000015491433,0.00021159803],"genre_scores_gemma":[0.9991844,0.00023992818,0.000077501805,0.00034366833,0.000048967344,0.00003257367,0.0000024879778,0.0000070875626,0.00006337068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858487,0.0004180626,0.00036484067,0.000092390816,0.0003022012,0.00023762148],"domain_scores_gemma":[0.99910474,0.00026659638,0.00019566221,0.00014044286,0.000092073926,0.0002005131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031005016,0.000068777495,0.00013829344,0.000036088022,0.00013166011,0.000013610274,0.00021217509,0.000022431932,0.0000050545846],"category_scores_gemma":[0.000040100305,0.00003102735,0.000035617562,0.00012593844,0.000106325155,0.00009842484,0.000040485662,0.00017110129,0.0000010413758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.056920342,0.0067190663,0.5813789,0.0005993289,0.00018389335,0.00004984167,0.10496081,0.0008401497,0.00016215973,0.001177636,0.005811554,0.24119633],"study_design_scores_gemma":[0.020845046,0.0068187127,0.755396,0.0010985925,0.0003046412,0.00008914486,0.117075846,0.08231834,0.000028068422,0.01481931,0.0008711641,0.00033512572],"about_ca_topic_score_codex":0.00019289683,"about_ca_topic_score_gemma":0.0003674863,"teacher_disagreement_score":0.2408612,"about_ca_system_score_codex":0.000024293586,"about_ca_system_score_gemma":0.000083975785,"threshold_uncertainty_score":0.12652586},"labels":[],"label_agreement":null},{"id":"W2433743843","doi":"10.1177/070674370605100116","title":"Reply: Listening to the Past: History, Psychiatry, and Anxiety","year":2006,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Panic disorder; Anxiety; Psychopharmacology; Psychiatry; Social anxiety; Panic; Biological psychiatry; Cognition; Anxiety disorder; Psychotherapist; Clinical psychology","score_opus":0.020626010928292172,"score_gpt":0.2804473090995559,"score_spread":0.2598212981712637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2433743843","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051328647,0.027228344,0.000007502346,0.9187683,0.03324178,0.00054004893,0.00007208427,0.000011934539,0.01499718],"genre_scores_gemma":[0.006899888,0.00003502291,0.00093258265,0.9376673,0.028963037,0.000036137008,0.000041422227,0.00012072956,0.025303876],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971092,0.00038299966,0.00087353744,0.00039452573,0.000391594,0.0008481955],"domain_scores_gemma":[0.997521,0.000081961145,0.0009117079,0.0008643654,0.00011001005,0.00051096187],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008466549,0.000442627,0.00049331243,0.00039481287,0.000887119,0.000147733,0.0011820291,0.0004676667,0.0010890465],"category_scores_gemma":[0.000008688473,0.00026451846,0.00029482372,0.00021983488,0.00022661171,0.00007884107,0.000031966472,0.00267741,0.00015551534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002947432,0.000017398164,0.036946256,0.00006665344,0.00015166453,0.00009834003,0.00062752626,0.0000015152414,3.775812e-8,0.0010122586,0.9592778,0.0017710691],"study_design_scores_gemma":[0.0004978555,0.00024134156,0.023640402,0.00023340547,0.00026276897,0.00088978466,0.00022792189,5.728769e-7,4.9023317e-8,0.0022408445,0.9714913,0.00027379714],"about_ca_topic_score_codex":0.09193006,"about_ca_topic_score_gemma":0.4217871,"teacher_disagreement_score":0.32985705,"about_ca_system_score_codex":0.0006994611,"about_ca_system_score_gemma":0.0019084448,"threshold_uncertainty_score":0.9999807},"labels":[],"label_agreement":null},{"id":"W2436569832","doi":"10.1177/070674370204700706","title":"Mental Health Reform and Evolution of General Psychiatry in Ontario","year":2002,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Mental health; Blueprint; Context (archaeology); Government (linguistics); Multidisciplinary approach; Medicine; Psychiatry; Mental illness; Payment; Nursing; Specialty; Political science","score_opus":0.02467666949680954,"score_gpt":0.2951476538813806,"score_spread":0.27047098438457107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2436569832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9391198,0.014449812,0.0000018384434,0.034629524,0.0043090708,0.00021513399,0.000015664982,0.0000022278286,0.007256895],"genre_scores_gemma":[0.9963103,0.000040807605,0.0008434858,0.00093596004,0.00024856636,0.0000028845143,0.0000027350366,0.000012064686,0.0016031994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867755,0.00010558984,0.0005972582,0.00011626513,0.00014147916,0.00036185567],"domain_scores_gemma":[0.999009,0.0000070373458,0.00041642558,0.00017891903,0.000025152554,0.00036347884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042400893,0.00012162162,0.00024440684,0.00028468124,0.0002738758,0.000016561695,0.00021261458,0.00007555605,0.0008783565],"category_scores_gemma":[0.0000014069169,0.00008752591,0.0000683053,0.00016698631,0.00009955345,0.00010668297,0.000007654904,0.00037068315,0.000013309737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006228564,0.00011123609,0.9502173,0.000021762868,0.000045496363,0.0000043782497,0.0036586588,0.000001544974,5.8799634e-7,0.028749797,0.015023806,0.002103138],"study_design_scores_gemma":[0.0017064069,0.00053260365,0.987241,0.00014895314,0.000016185099,0.00028438919,0.001779201,0.0000076180586,6.564619e-7,0.006271748,0.0019179562,0.00009324697],"about_ca_topic_score_codex":0.82581335,"about_ca_topic_score_gemma":0.9972285,"teacher_disagreement_score":0.17141517,"about_ca_system_score_codex":0.0015847001,"about_ca_system_score_gemma":0.0012216886,"threshold_uncertainty_score":0.96173877},"labels":[],"label_agreement":null},{"id":"W2438073047","doi":"10.1007/s10488-016-0745-2","title":"Common Mental Disorder Diagnosis and Need for Treatment are Not the Same: Findings from the NEMESIS Study","year":2016,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"National Institutes of Health; Canadian Institutes of Health Research; Manitoba Mental Health Research Foundation; Manitoba Health Research Council","keywords":"Psychiatry; Mental health; CIDI; Quality of life (healthcare); Anxiety; Medicine; Depression (economics); Incidence (geometry); Major depressive disorder; Substance abuse; Anxiety disorder; Clinical psychology; Psychology; Mood","score_opus":0.108313242997131,"score_gpt":0.5229487834427629,"score_spread":0.41463554044563183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2438073047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8140877,0.004283419,2.8898475e-7,0.17360812,0.00021849529,0.0063673905,0.0013558707,0.00001800448,0.00006073674],"genre_scores_gemma":[0.97067267,0.01445663,0.000018567502,0.01159253,0.00019090298,0.0021327275,0.0003769529,0.000028037568,0.0005310131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99615556,0.000983814,0.0007238843,0.0006503528,0.00047885109,0.0010075129],"domain_scores_gemma":[0.9976902,0.0010692753,0.00022297846,0.00032821932,0.00002717363,0.00066213444],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013305444,0.00032601436,0.00044958582,0.0001801611,0.0028588017,0.00015625819,0.00023700419,0.000096120355,0.000095775584],"category_scores_gemma":[0.0000071296554,0.00017688818,0.000044421216,0.00031746263,0.00027807744,0.00020954829,0.00015132218,0.00018391306,0.00001287329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027943808,0.002055014,0.6393108,0.00036499777,0.00006967928,0.0000027730187,0.09261254,8.849879e-9,0.000009531975,0.00072822877,0.0025090524,0.259543],"study_design_scores_gemma":[0.010579958,0.010262255,0.70123833,0.00047405306,0.000010637943,0.000018421953,0.2470632,0.000032502732,0.00008045896,0.00025723825,0.02974695,0.00023598249],"about_ca_topic_score_codex":0.08017967,"about_ca_topic_score_gemma":0.09074448,"teacher_disagreement_score":0.259307,"about_ca_system_score_codex":0.0005954093,"about_ca_system_score_gemma":0.00022709995,"threshold_uncertainty_score":0.9984393},"labels":[],"label_agreement":null},{"id":"W2439584641","doi":"","title":"Adult Perceptions of Youth Mental Health Issues in a Canadian Province","year":2013,"lang":"en","type":"article","venue":"International journal of child and adolescent health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health literacy; Mental health; Mental health law; Middle Eastern Mental Health Issues & Syndromes; Context (archaeology); Public health; Stigma (botany); Psychiatry; Population; Psychology; Psychological intervention; Perception; Social distance; Medicine; Mental illness; Nursing; Environmental health; Disease","score_opus":0.015276799514206248,"score_gpt":0.3546848140587216,"score_spread":0.33940801454451536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2439584641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7924603,0.0049505937,0.000012768837,0.19892253,0.0014957811,0.00066298,0.00018767748,0.0000061741384,0.0013011699],"genre_scores_gemma":[0.9866608,0.0019637286,0.00009848504,0.010743104,0.0003136138,0.0000028566797,0.000031754695,0.000008720964,0.00017694026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984787,0.00010997197,0.0006994243,0.00013056197,0.00026489605,0.00031644513],"domain_scores_gemma":[0.9988818,0.000008998128,0.0004616992,0.00007277137,0.00013666914,0.0004380592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027177783,0.00010733789,0.0002511855,0.00034460032,0.00010078792,0.000027070615,0.00019408594,0.000036782134,0.00034928872],"category_scores_gemma":[0.0000079831525,0.00008890092,0.00005347321,0.000062701954,0.000044628807,0.0001760392,0.000019461944,0.00023177035,0.000016052254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028189807,0.0019407121,0.73001534,0.00027670484,0.00016033824,0.000014349528,0.020586522,0.0000052544483,0.000008472596,0.0046874564,0.05377874,0.18824418],"study_design_scores_gemma":[0.0021105164,0.0004918994,0.9825783,0.0016437233,0.000004388024,0.0001218657,0.006190314,0.000029059,0.0000056636763,0.00011363291,0.0066157086,0.00009492413],"about_ca_topic_score_codex":0.18312262,"about_ca_topic_score_gemma":0.052781813,"teacher_disagreement_score":0.25256294,"about_ca_system_score_codex":0.00035275173,"about_ca_system_score_gemma":0.00035806358,"threshold_uncertainty_score":0.96450245},"labels":[],"label_agreement":null},{"id":"W2440456534","doi":"10.1371/journal.pone.0156939","title":"Validated Screening Tools for Common Mental Disorders in Low and Middle Income Countries: A Systematic Review","year":2016,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":365,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Gold standard (test); Medicine; Sample size determination; Population; Systematic review; Inclusion (mineral); External validity; MEDLINE; Diagnostic odds ratio; Data science; Medical physics; Computer science; Meta-analysis; Psychology; Statistics; Pathology; Environmental health; Biology","score_opus":0.15897968130954082,"score_gpt":0.39863121586344485,"score_spread":0.23965153455390403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2440456534","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015935586,0.98125833,0.0000052669034,0.00014354536,0.00009751848,0.017328419,0.0005825808,0.000046016834,0.0003789448],"genre_scores_gemma":[0.00007033852,0.99065167,0.00011397733,0.00017732322,0.000045328426,0.0073864097,0.0005633784,0.00007113751,0.0009204182],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9969933,0.00047698483,0.0013424987,0.0004788582,0.0002535299,0.0004548365],"domain_scores_gemma":[0.99751073,0.0011426557,0.0007343596,0.00047316475,0.000026376161,0.00011273581],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006740366,0.00045177917,0.00345435,0.00017436087,0.00012905692,0.00006768079,0.00030822106,0.00022757353,0.00028820278],"category_scores_gemma":[0.000085105385,0.00030746634,0.00019058098,0.00020861957,0.00005433634,0.00018807713,0.00008527447,0.00018025185,0.0002014707],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002183817,0.00045533045,0.000050862614,0.9724383,0.00062639837,0.0000040456944,0.000072985524,3.7399403e-10,1.3754931e-8,0.00008102806,0.00003668202,0.026212554],"study_design_scores_gemma":[0.0009754025,0.00014843895,0.000005208447,0.9864983,0.0022197608,0.0000060137836,0.000027672533,0.0000011534385,3.8093648e-7,0.000023685041,0.009779528,0.00031443534],"about_ca_topic_score_codex":0.00005097396,"about_ca_topic_score_gemma":0.000062956795,"teacher_disagreement_score":0.02589812,"about_ca_system_score_codex":0.00018868114,"about_ca_system_score_gemma":0.000026526459,"threshold_uncertainty_score":0.9999378},"labels":[],"label_agreement":null},{"id":"W2442921303","doi":"10.1080/10376178.2016.1194726","title":"Perceived training needs of nurses working with mentally ill patients","year":2016,"lang":"en","type":"article","venue":"Contemporary Nurse","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Manitoba","funders":"","keywords":"Mental health; Competence (human resources); Psychosocial; Nursing; Medicine; Mentally ill; Health care; Psychology; Psychiatry; Mental illness","score_opus":0.07713610758263385,"score_gpt":0.3334231853750984,"score_spread":0.25628707779246457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2442921303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.873822,0.00026939937,0.000016165937,0.00038630574,0.0008621758,0.00055257336,0.000027124826,0.000057594407,0.1240067],"genre_scores_gemma":[0.9905894,0.0000037451007,0.00006105484,0.00037025483,0.00007400814,0.00007079097,0.000036590303,0.000033937496,0.0087602595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988193,0.00009894034,0.00035587372,0.00022860763,0.00018758813,0.00030968725],"domain_scores_gemma":[0.9991463,0.00010681126,0.00024118774,0.000287401,0.000083771374,0.00013454116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008671396,0.0002015097,0.0002960749,0.00014790469,0.000097118,0.000010543445,0.00019779058,0.00007670954,0.00086370856],"category_scores_gemma":[0.00000959561,0.00012180219,0.00006157048,0.00016997698,0.00016823487,0.00021918512,0.000014887246,0.00006421696,0.00008982799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013521007,0.00082057563,0.7157676,0.000024603709,0.00015801,0.000031565603,0.02668241,5.818843e-8,0.000447124,0.00096035865,0.0043349625,0.24942061],"study_design_scores_gemma":[0.016659979,0.0025260397,0.9174774,0.0015741162,0.00007396741,0.000011522265,0.045623716,0.0000016570223,0.00076251244,0.00016761142,0.014535288,0.00058617163],"about_ca_topic_score_codex":0.00007862014,"about_ca_topic_score_gemma":0.000008826963,"teacher_disagreement_score":0.24883445,"about_ca_system_score_codex":0.000055086537,"about_ca_system_score_gemma":0.000038766048,"threshold_uncertainty_score":0.9457003},"labels":[],"label_agreement":null},{"id":"W2460158418","doi":"10.7202/1036097ar","title":"Coûts et bénéfices d’un programme de financement des psychothérapies auprès des Français souffrant de troubles dépressifs ou anxieux","year":2016,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Humanities; Psychology; Art","score_opus":0.05083763555024813,"score_gpt":0.36258795503523317,"score_spread":0.31175031948498505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460158418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91799563,0.06043311,0.0012374732,0.0059151887,0.0013551109,0.0015903788,0.00031200988,0.00019860113,0.010962516],"genre_scores_gemma":[0.967615,0.005506416,0.0050628637,0.0011429349,0.0004980751,0.001194468,0.000038639228,0.00013560316,0.01880597],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9936802,0.00082065084,0.0009877246,0.0010814777,0.0004976054,0.0029323823],"domain_scores_gemma":[0.9974438,0.0005209749,0.00047327715,0.0007593088,0.00008535116,0.0007172906],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013059776,0.00085784594,0.000745591,0.00020069853,0.0015960244,0.00018483878,0.00074690656,0.00041733755,0.0049398527],"category_scores_gemma":[0.000049680475,0.0006632584,0.0003452979,0.0003369103,0.0018984769,0.000748627,0.00017672729,0.00032501278,0.0008339226],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008036193,0.0032185048,0.3324757,0.000605973,0.00043039376,0.00013002736,0.038746957,0.0000010216963,0.002418469,0.0012922705,0.0020164337,0.6178606],"study_design_scores_gemma":[0.015034388,0.0025552122,0.814084,0.0036456469,0.00049006107,0.0003199919,0.010418389,0.000025424531,0.031058785,0.0088950675,0.11203467,0.0014383468],"about_ca_topic_score_codex":0.20143671,"about_ca_topic_score_gemma":0.19011998,"teacher_disagreement_score":0.6164223,"about_ca_system_score_codex":0.002500535,"about_ca_system_score_gemma":0.0008071293,"threshold_uncertainty_score":0.99994403},"labels":[],"label_agreement":null},{"id":"W2461523811","doi":"10.1177/1078390316655207","title":"Common Mental Disorders in Primary Health Care Units","year":2016,"lang":"en","type":"article","venue":"Journal of the American Psychiatric Nurses Association","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Mental health; Quality of life (healthcare); Affect (linguistics); Marital status; Incidence (geometry); Cross-sectional study; Primary care; Psychiatry; Family medicine; Gerontology; Psychology; Population; Environmental health; Nursing","score_opus":0.008191017481607409,"score_gpt":0.3420633200879019,"score_spread":0.3338723026062945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461523811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624858,0.0015117001,0.000005992101,0.027505236,0.005031258,0.00035493085,0.000030508882,0.000009909165,0.003064666],"genre_scores_gemma":[0.99663085,0.0004606121,0.00005975699,0.0015512153,0.00026179512,0.000008195319,0.00000389259,0.000016183221,0.0010074776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998078,0.0005100157,0.000586071,0.00012630706,0.00038295053,0.0003166753],"domain_scores_gemma":[0.9969492,0.00017285797,0.0025644419,0.00017083235,0.000062370484,0.00008029867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003756297,0.0001246919,0.0003468476,0.00019620643,0.00016293582,0.000013319623,0.00029538776,0.00003853642,0.00004071898],"category_scores_gemma":[0.00002544402,0.00007093068,0.00012482029,0.0008554779,0.0000438849,0.00013513574,0.000023732398,0.00018598167,0.000016897513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000201537,0.00018512303,0.70390534,0.00000780937,0.000049469676,5.1006526e-7,0.0021016663,5.8331875e-7,0.000005858342,0.000051047828,0.03072189,0.26276913],"study_design_scores_gemma":[0.0020838352,0.0006577293,0.9813967,0.000050911716,0.000030104937,0.00000714262,0.00364133,2.4805627e-7,0.0000038321423,0.00023920638,0.011799173,0.000089784175],"about_ca_topic_score_codex":0.0007057523,"about_ca_topic_score_gemma":0.00070726563,"teacher_disagreement_score":0.27749133,"about_ca_system_score_codex":0.0023660676,"about_ca_system_score_gemma":0.00012867078,"threshold_uncertainty_score":0.61871845},"labels":[],"label_agreement":null},{"id":"W2464223842","doi":"","title":"A FOUR-YEAR REVIEW OF GERIATRIC MENTAL HEALTH SERVICES.IN A LAGOS BASED HOSPITAL, NIGERIA","year":2016,"lang":"en","type":"review","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Mental health; Psychological intervention; Public health; Geriatric psychiatry; Comorbidity; Population; Quarter (Canadian coin); Mental illness; Psychiatry; Gerontology; Family medicine; Environmental health; Nursing; Disease","score_opus":0.04936364445711757,"score_gpt":0.371732019454713,"score_spread":0.32236837499759546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464223842","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022990123,0.9815972,8.1001707e-7,0.00076134945,0.0016676044,0.012143771,0.0005523375,0.000050390092,0.0032035843],"genre_scores_gemma":[0.000061765604,0.9828423,0.00003670432,0.00097016076,0.00022866488,0.014210696,0.00043442097,0.00009007458,0.0011251842],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954382,0.00076901115,0.0016793648,0.0007505151,0.00035196348,0.0010109309],"domain_scores_gemma":[0.9971055,0.00015887899,0.0015662294,0.0008051216,0.00003506498,0.00032920274],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012094615,0.00056945405,0.0027831593,0.0004095934,0.00008451709,0.000017737044,0.0006173489,0.00028293167,0.0014801996],"category_scores_gemma":[0.00001215759,0.0004005405,0.0005616307,0.0007541906,0.000046805082,0.00009528544,0.00009764767,0.00024601418,0.00044149053],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016693726,0.00030681057,0.00010024139,0.2128384,0.00007569034,0.000013142563,0.000042425,4.5211687e-10,7.949762e-10,0.000027317998,0.0047718454,0.7818074],"study_design_scores_gemma":[0.0013012887,0.00010116555,0.0012746365,0.11058445,0.000114095965,0.000008335961,0.000018234425,3.5123755e-8,5.561538e-8,0.00000925757,0.8862669,0.00032158277],"about_ca_topic_score_codex":0.00020932207,"about_ca_topic_score_gemma":0.000035626235,"teacher_disagreement_score":0.881495,"about_ca_system_score_codex":0.00057833013,"about_ca_system_score_gemma":0.00019352706,"threshold_uncertainty_score":0.9998447},"labels":[],"label_agreement":null},{"id":"W2466267714","doi":"10.1017/gmh.2016.11","title":"Reducing the stigma of mental illness","year":2016,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":292,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Mental Health Commission","keywords":"Stigma (botany); Mental illness; Psychological intervention; Equity (law); Best practice; Social justice; Public relations; Psychology; Mental health; Social equality; Narrative; Political science; Criminology; Psychiatry","score_opus":0.056140178432618065,"score_gpt":0.43097589845579465,"score_spread":0.37483572002317656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466267714","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046131702,0.9707421,0.00002056268,0.000928632,0.0074250973,0.0053206934,0.004329888,0.00009618031,0.010675497],"genre_scores_gemma":[0.0010781763,0.99314255,0.00006858256,0.00046821474,0.00049553945,0.0004929642,0.000810909,0.000088415734,0.0033546314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938971,0.001030881,0.0020273589,0.0010608446,0.0006557454,0.0013281193],"domain_scores_gemma":[0.9962108,0.0001795406,0.0018768695,0.0011655738,0.00004321852,0.0005239964],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009794206,0.000896273,0.0023698101,0.00012827029,0.0009731105,0.00004327364,0.0011265554,0.0003820387,0.00052874116],"category_scores_gemma":[0.000012841227,0.0005233689,0.00068551395,0.00060194236,0.0003805894,0.00013901386,0.00042223942,0.00043956094,0.0009637128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007018463,0.00033967244,0.000027687509,0.0063735587,0.00025672896,0.000013109085,0.00035990737,6.598175e-9,9.027354e-8,0.0045991093,0.05359881,0.93436116],"study_design_scores_gemma":[0.0011244917,0.00042399068,0.00018509927,0.017979074,0.00016725174,0.00030720007,0.0004504348,5.7720985e-7,0.0000023230014,0.000026992524,0.9788266,0.00050597073],"about_ca_topic_score_codex":0.0016516389,"about_ca_topic_score_gemma":0.000018856115,"teacher_disagreement_score":0.9338552,"about_ca_system_score_codex":0.002632436,"about_ca_system_score_gemma":0.0005541933,"threshold_uncertainty_score":0.99981415},"labels":[],"label_agreement":null},{"id":"W2466803596","doi":"","title":"Development of a Typology of Antidepressant Users: The Role of Mental Health Disorders and Substance Use.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Anxiety; Psychiatry; Typology; Context (archaeology); Mental health; Psychological intervention; Medicine; Depression (economics); Major depressive disorder; Comorbidity; Clinical psychology; Psychology; Mood; Internal medicine","score_opus":0.037920666515331644,"score_gpt":0.3061145428659146,"score_spread":0.26819387635058295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466803596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953752,0.002173801,0.0000133588655,0.0007282844,0.00014101161,0.0007503377,0.000037865928,0.00000616295,0.0007739445],"genre_scores_gemma":[0.99903095,0.00029529558,0.00019621463,0.000048813905,0.0000063032317,0.00024906432,0.0000035039297,0.000007400844,0.00016245243],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990541,0.00008238534,0.0003557678,0.00014902819,0.00009974945,0.00025896684],"domain_scores_gemma":[0.99936986,0.00011156692,0.0002781508,0.00017132828,0.000014501286,0.00005460495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025115962,0.00007906272,0.00020718815,0.000046191628,0.00005612352,0.0000017942305,0.000114669034,0.00003382256,0.000043900287],"category_scores_gemma":[0.00000705923,0.000043733344,0.000023694221,0.0000734414,0.00017868596,0.00006273477,0.000032725948,0.000027467902,0.000001311019],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020735293,0.0001877087,0.48036242,0.000035553898,0.00007010272,1.4618077e-7,0.0035946965,1.7530043e-8,0.00013368532,0.0025215077,0.00012579034,0.51276106],"study_design_scores_gemma":[0.0009493433,0.000040484472,0.9917875,0.00002785703,0.0000057643597,0.0000012470155,0.00090439536,2.568469e-7,0.0033506036,0.00024666984,0.0026409759,0.00004489853],"about_ca_topic_score_codex":0.00048937945,"about_ca_topic_score_gemma":0.0010680667,"teacher_disagreement_score":0.5127161,"about_ca_system_score_codex":0.000027057604,"about_ca_system_score_gemma":0.000016762526,"threshold_uncertainty_score":0.17833939},"labels":[],"label_agreement":null},{"id":"W2469055179","doi":"10.1016/s2215-0366(16)30095-5","title":"Scaling-up of treatment of depression and anxiety","year":2016,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Anxiety; Depression (economics); Psychosocial; Medicine; Epidemiology; Antidepressant; Prevalence; Psychiatry; Confidence interval; Demography; Internal medicine; Sociology; Economics","score_opus":0.039970822778195365,"score_gpt":0.35844351003783026,"score_spread":0.3184726872596349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469055179","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31217742,0.02640186,0.00001545387,0.6241004,0.010090716,0.0014490766,0.0007495308,0.00007281977,0.0249427],"genre_scores_gemma":[0.44458383,0.017503036,0.0011811717,0.4271748,0.06284813,0.00074824126,0.0006776659,0.00032573676,0.044957373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985406,0.0001727787,0.00039705235,0.0003590562,0.00015651295,0.00037399383],"domain_scores_gemma":[0.998487,0.00014983355,0.0004612878,0.00084362103,0.000022278946,0.000036003672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013492275,0.000273113,0.000668243,0.000061632156,0.00008855573,0.000006935417,0.0002965366,0.0004104506,0.0005274182],"category_scores_gemma":[0.0000019065692,0.00013412545,0.00013331315,0.00006763636,0.00015504847,0.00002771255,0.00004069468,0.0002410278,0.00003930501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036633865,0.00010785494,0.06663969,0.00040424117,0.00024409826,0.00000325192,0.0005632948,3.4868986e-8,0.0000153629,0.00026884125,0.8366498,0.09473723],"study_design_scores_gemma":[0.005401229,0.0005644619,0.031004423,0.00071796274,0.00031858703,0.000036392077,0.00010440326,0.0000011911691,0.00020410198,0.0029459281,0.95841724,0.00028407347],"about_ca_topic_score_codex":0.00022019212,"about_ca_topic_score_gemma":0.0000122057845,"teacher_disagreement_score":0.19692561,"about_ca_system_score_codex":0.000039736595,"about_ca_system_score_gemma":0.00003215502,"threshold_uncertainty_score":0.577486},"labels":[],"label_agreement":null},{"id":"W2469395835","doi":"10.1177/070674370204700305","title":"Canadian Geriatric Psychiatrists: Why Do They Do it? A Delphi Study","year":2002,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Geriatric psychiatry; Delphi method; Geriatrics; Psychology; Psychiatry; Geriatric care; Medicine; Delphi; Family medicine; Nursing","score_opus":0.030775185287094133,"score_gpt":0.3166995322708985,"score_spread":0.28592434698380437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469395835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7489063,0.023510445,0.000003775566,0.13353872,0.020453885,0.001396274,0.00011809569,0.000022255595,0.07205022],"genre_scores_gemma":[0.9903002,0.00008337629,0.00022762828,0.0056315074,0.0020879463,0.00002743006,0.0000030705387,0.000060489572,0.0015783692],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9967206,0.00045447305,0.0009831635,0.00034588334,0.00039542714,0.0011004632],"domain_scores_gemma":[0.9964045,0.0000752426,0.00058128196,0.0007834046,0.00014306235,0.0020124533],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010694917,0.0003658833,0.00043594826,0.0009784998,0.0014273335,0.00029891348,0.0012612895,0.00019676417,0.009805682],"category_scores_gemma":[0.000021889799,0.0002612649,0.00025934813,0.0006974726,0.00008919076,0.00019806346,0.000015246877,0.0007671259,0.00074601354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008798819,0.00045996913,0.35830075,0.000021286314,0.0004510292,0.00037810797,0.012792092,0.000009440727,1.771461e-7,0.011540887,0.6080435,0.007914784],"study_design_scores_gemma":[0.017937561,0.0065938733,0.45257393,0.00047370308,0.0019135603,0.004327663,0.09714991,0.000022201108,0.0000012528527,0.06653417,0.35002854,0.0024436268],"about_ca_topic_score_codex":0.787983,"about_ca_topic_score_gemma":0.9958867,"teacher_disagreement_score":0.25801495,"about_ca_system_score_codex":0.0007792219,"about_ca_system_score_gemma":0.0016063289,"threshold_uncertainty_score":0.99998397},"labels":[],"label_agreement":null},{"id":"W2473150580","doi":"","title":"Validation of self-rated mental health.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada; Mental Health Commission of Canada","funders":"","keywords":"Mental health; CIDI; Mental distress; Psychiatry; Medicine; Odds; Logistic regression; Odds ratio; Population; Clinical psychology; National Comorbidity Survey; Psychology; Environmental health","score_opus":0.035631227405647566,"score_gpt":0.34446036821979775,"score_spread":0.3088291408141502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473150580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97994286,0.00007999894,0.000001960364,0.0013958695,0.00173839,0.0010184275,0.000020835176,0.00006776247,0.01573388],"genre_scores_gemma":[0.99732274,0.0000070159995,0.00010915111,0.00024607917,0.00008035799,0.0007114674,0.00008366857,0.0000091548945,0.0014303774],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992155,0.000053680218,0.00022148923,0.00014236853,0.000099585224,0.00026741775],"domain_scores_gemma":[0.99955493,0.000020685664,0.00013387944,0.00016131012,0.000017688377,0.00011151129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026696932,0.000068368994,0.000114499075,0.00005600785,0.00008069337,0.000007838624,0.000087338914,0.00005342187,0.0005724508],"category_scores_gemma":[0.000004590736,0.000060196533,0.000026002655,0.000117331474,0.000020027464,0.00006667048,0.000014834269,0.0000894886,0.00008166509],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020343006,0.0017133479,0.111210346,0.00011510472,0.00014655868,0.0000037644436,0.003358502,1.4739933e-7,0.0004341668,0.006370901,0.023737825,0.8527059],"study_design_scores_gemma":[0.0016021752,0.00006785864,0.973301,0.000003543637,0.000010787606,0.000007708971,0.00013521966,0.000003868738,0.009306983,0.00016336012,0.015297756,0.00009975036],"about_ca_topic_score_codex":0.00026246728,"about_ca_topic_score_gemma":0.000029339139,"teacher_disagreement_score":0.86209065,"about_ca_system_score_codex":0.000032925906,"about_ca_system_score_gemma":0.000009852955,"threshold_uncertainty_score":0.6267935},"labels":[],"label_agreement":null},{"id":"W2473981221","doi":"10.1177/0706743716659246","title":"The Prevalence of Major Depressive Episodes Is Higher in Urban Regions of Canada","year":2016,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pooling; Odds ratio; Confidence interval; Demography; Rural area; Odds; Psychology; Geography; Environmental health; Medicine; Logistic regression; Sociology","score_opus":0.03749808315345193,"score_gpt":0.3468479835396487,"score_spread":0.30934990038619675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473981221","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027833116,0.9846362,4.0652674e-7,0.0066470183,0.004226488,0.00047657514,0.0003659288,9.560409e-7,0.0033680876],"genre_scores_gemma":[0.0067963847,0.97853434,0.000032910615,0.00028121416,0.00058832555,0.000035314275,0.0000023049543,0.00004439736,0.013684818],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738824,0.00047291574,0.0012282706,0.00017211417,0.0002601033,0.00047836138],"domain_scores_gemma":[0.996486,0.0004100302,0.0020453425,0.00061231287,0.00010679875,0.0003394898],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053060724,0.0002608856,0.00084236276,0.00020788617,0.00030047257,0.000015057577,0.0012708799,0.00018010075,0.001020571],"category_scores_gemma":[0.000022493208,0.00012378396,0.00030013648,0.0002690877,0.00026022972,0.000048719307,0.000019353703,0.0004865777,0.0000072619223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108698194,0.00011591507,0.03082203,0.016081594,0.0014869288,0.00015192851,0.0010212738,3.0258587e-7,4.174147e-8,0.065443195,0.5902316,0.2945365],"study_design_scores_gemma":[0.00066251867,0.00012756417,0.007622072,0.022193188,0.0006811385,0.00015773643,0.0001294451,4.4384105e-8,5.8743956e-7,0.004673077,0.9635397,0.00021288975],"about_ca_topic_score_codex":0.60513115,"about_ca_topic_score_gemma":0.97878236,"teacher_disagreement_score":0.37365127,"about_ca_system_score_codex":0.0004042665,"about_ca_system_score_gemma":0.008023548,"threshold_uncertainty_score":0.99989265},"labels":[],"label_agreement":null},{"id":"W2474580431","doi":"10.1080/13548506.2016.1191655","title":"Knowing so much, yet knowing so little: a scoping review of interventions that address the stigma of mental illness in the Canadian context","year":2016,"lang":"en","type":"review","venue":"Psychology Health & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Psychological intervention; Mental illness; Stigma (botany); Mental health; Ethnic group; Context (archaeology); Psychology; Public health; Medicine; Psychiatry; Gerontology; Nursing","score_opus":0.23159490160704013,"score_gpt":0.5563246360744042,"score_spread":0.3247297344673641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474580431","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004665171,0.95701045,0.0000117458185,0.024693655,0.004675161,0.008233589,0.00025748814,0.000019920535,0.0050513432],"genre_scores_gemma":[0.002976966,0.9803883,0.000008488783,0.013933883,0.00036124996,0.0015446898,0.00034693434,0.00006862457,0.0003708911],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9902826,0.0038997058,0.0033131954,0.00082996994,0.0005085836,0.0011659238],"domain_scores_gemma":[0.9939157,0.0018505706,0.0023120018,0.0014348417,0.00010243622,0.00038445895],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0065376027,0.00065506186,0.0037273515,0.0007138081,0.00091343734,0.000015070083,0.0014772245,0.0004320568,0.0029849021],"category_scores_gemma":[0.00026476468,0.00033187392,0.00058732566,0.00091928244,0.0012576072,0.00008976436,0.00008371509,0.0010716313,0.0000953186],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021429867,0.00018797109,0.0000834901,0.14744614,0.00017339097,0.000026697106,0.004574107,1.8247244e-9,3.3039484e-8,0.0009154875,0.016878234,0.829693],"study_design_scores_gemma":[0.0011329289,0.0002902203,0.00020533429,0.56822693,0.0002429363,0.00012568045,0.0010140612,5.531459e-8,8.2927194e-8,0.00003525335,0.42856103,0.00016549362],"about_ca_topic_score_codex":0.062286887,"about_ca_topic_score_gemma":0.13008764,"teacher_disagreement_score":0.8295275,"about_ca_system_score_codex":0.00051124324,"about_ca_system_score_gemma":0.0011541769,"threshold_uncertainty_score":0.99991333},"labels":[],"label_agreement":null},{"id":"W2476204562","doi":"10.1017/cbo9780511543654.010","title":"Appendix: International commentaries","year":2008,"lang":"en","type":"other","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Appendix; History; Computer science; Psychology; Geology; Paleontology","score_opus":0.042739533951957835,"score_gpt":0.38728725046103457,"score_spread":0.34454771650907673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476204562","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001905546,0.0006626671,0.000022243548,0.0010866816,0.0038899456,0.0002686382,0.00008645862,0.00018508355,0.99377924],"genre_scores_gemma":[0.0004359201,0.00020019563,0.00022345413,0.002371342,0.0005386541,0.00005547416,0.0010443093,0.00015691418,0.9949737],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939233,0.00001919162,0.00011919583,0.00019719254,0.00011392253,0.00015814517],"domain_scores_gemma":[0.99965906,0.000023207913,0.00008304191,0.00018383094,0.0000035283495,0.0000473281],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000016465867,0.00014330781,0.00014336033,0.00012181823,0.000045757286,0.000011575634,0.00020896952,0.00013968354,0.56963587],"category_scores_gemma":[7.941941e-7,0.00011622437,0.00004100111,0.000027278764,0.000045595294,0.000015947398,0.00004339635,0.00008628307,0.025949223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012767984,0.00013440802,0.0021264045,0.0000074516106,0.00013527728,0.00004019586,0.00010219827,1.7606154e-9,3.4215343e-8,0.005521418,0.981012,0.010907849],"study_design_scores_gemma":[0.000515389,0.00002168741,0.00031262654,0.000024019819,0.000007852966,0.000015162492,0.00008063492,1.9231516e-7,0.000002244928,0.000030703854,0.9988839,0.0001055745],"about_ca_topic_score_codex":0.004282548,"about_ca_topic_score_gemma":0.0006741196,"teacher_disagreement_score":0.5436867,"about_ca_system_score_codex":0.0000409374,"about_ca_system_score_gemma":0.000005221148,"threshold_uncertainty_score":0.97480917},"labels":[],"label_agreement":null},{"id":"W2478943171","doi":"10.3329/bmj.v45i1.28959","title":"Pattern of psychiatric morbidity among female patients who attended private consultation chambers in Dhaka city","year":2016,"lang":"en","type":"article","venue":"Bangladesh Medical Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Medicine; Psychiatry; Mental illness; Stressor; Schizophrenia (object-oriented programming); Marital status; Substance abuse; Mental health; Cross-sectional study; Population; Environmental health","score_opus":0.026834676396713324,"score_gpt":0.3377503694002706,"score_spread":0.31091569300355726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2478943171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99557966,0.000096063464,0.00036985756,0.0009963107,0.0012808833,0.00034087506,0.000026257769,0.000015746518,0.0012943748],"genre_scores_gemma":[0.9990542,0.00007242925,0.00006867407,0.0003151771,0.00024365023,0.000023457402,0.000013640952,0.000016187149,0.00019257465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745315,0.0003120977,0.0007910124,0.00025549618,0.00074572966,0.0004425145],"domain_scores_gemma":[0.99863046,0.00022912462,0.0004710603,0.00017557194,0.00008585475,0.0004079358],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006842099,0.00016887287,0.00032199896,0.00017419875,0.00012381493,0.000017836972,0.00026802652,0.00021839226,0.0061474256],"category_scores_gemma":[0.00016771788,0.00010939578,0.00009098712,0.00025986557,0.00021786986,0.00018967812,0.00004663755,0.00036198623,0.00007397427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012750055,0.00056304084,0.8461188,0.000026167809,0.000031279495,0.000062386505,0.00067614694,7.4838006e-8,0.000004786802,0.000035338155,0.0017434361,0.15061104],"study_design_scores_gemma":[0.007466127,0.00025740743,0.99120015,0.0002834571,0.00001887208,0.00002437167,0.00013800319,0.000014328607,0.00006207073,0.00020995893,0.0002033291,0.00012195312],"about_ca_topic_score_codex":0.00030745176,"about_ca_topic_score_gemma":0.00017430527,"teacher_disagreement_score":0.15048909,"about_ca_system_score_codex":0.00010896988,"about_ca_system_score_gemma":0.00006550729,"threshold_uncertainty_score":0.9947611},"labels":[],"label_agreement":null},{"id":"W2479901244","doi":"10.1037/10931-007","title":"Services at the National Institute of Mental Health's Mental Health Study Center of Prince George's County, Maryland.","year":2006,"lang":"en","type":"book-chapter","venue":"American Psychological Association eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Center (category theory); Mental health; Gerontology; Library science; Political science; Psychology; Medicine; Psychiatry; History; Art history; Computer science","score_opus":0.031046510009413893,"score_gpt":0.37665103014150775,"score_spread":0.34560452013209386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479901244","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2388169,0.0006370047,0.0000037619911,0.009410128,0.0021982193,0.004956899,0.0059463806,0.000108694134,0.737922],"genre_scores_gemma":[0.57619387,0.00015903253,0.00006305813,0.009132464,0.00027631628,0.00016029962,0.0021717807,0.00006434902,0.41177884],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954813,0.00034185383,0.0014958031,0.00076420535,0.0013522395,0.00056455843],"domain_scores_gemma":[0.99479556,0.00014244672,0.0043621636,0.000374501,0.00017043481,0.0001548716],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010184855,0.00048873236,0.001081283,0.00015570849,0.00050273957,0.000021798669,0.0005073738,0.0002164596,0.00078249397],"category_scores_gemma":[0.0000048780985,0.0003559072,0.0002630212,0.00007851191,0.0004265367,0.000059940034,0.00020401199,0.00043048477,0.00009730399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002654261,0.009986461,0.38830286,0.00041766802,0.0030115724,0.00001820852,0.009500412,0.0000041804487,0.000029213867,0.017860057,0.47207683,0.096138254],"study_design_scores_gemma":[0.0069510043,0.0052612927,0.36356837,0.0003472926,0.00007899791,0.00002698518,0.0011918067,0.0000027297926,0.000009070578,0.000860173,0.62093645,0.0007658459],"about_ca_topic_score_codex":0.0032998098,"about_ca_topic_score_gemma":0.002225721,"teacher_disagreement_score":0.33737695,"about_ca_system_score_codex":0.0017599247,"about_ca_system_score_gemma":0.00007688446,"threshold_uncertainty_score":0.9998893},"labels":[],"label_agreement":null},{"id":"W2481303757","doi":"10.1017/s109285290002633x","title":"Somatic Symptoms of Depression and Anxiety in the Western Pacific Region: Questions and Answers","year":2009,"lang":"en","type":"article","venue":"CNS Spectrums","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"AstraZeneca (Canada)","funders":"","keywords":"Somatization; Anxiety; Psychiatry; Major depressive disorder; Population; Depression (economics); Mental health; Hamilton Anxiety Rating Scale; Medicine; Clinical psychology; Psychology; Mood; Environmental health","score_opus":0.017671503658281667,"score_gpt":0.3217055960737226,"score_spread":0.30403409241544094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481303757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98920643,0.0016201077,0.000018374723,0.0021728217,0.00008268669,0.00031876145,0.0000019727624,0.000016955657,0.00656186],"genre_scores_gemma":[0.999195,0.00021352779,0.000021806429,0.0002069487,0.00003330512,0.00001769956,0.0000035769492,0.000004460759,0.00030372222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993612,0.00007826118,0.00015937738,0.00017468743,0.00007025136,0.0001561879],"domain_scores_gemma":[0.9996375,0.000046754423,0.000060584312,0.00021054762,0.00000422247,0.000040422452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000952066,0.00008674371,0.00012362098,0.000056072622,0.000086537075,0.000017369513,0.000076769014,0.000053449192,0.000024299296],"category_scores_gemma":[0.000002709299,0.000057065205,0.000016691587,0.00011434716,0.00006452983,0.000089225876,0.000010543388,0.00008460699,0.000006040791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056227873,0.00025214176,0.9022015,0.0000379168,0.00001040213,0.000026095193,0.004967247,3.327091e-7,0.00007557879,0.0038403103,0.00032479534,0.088207506],"study_design_scores_gemma":[0.0007009493,0.0002393462,0.995297,0.00009706444,0.000015530675,0.000092007554,0.0009499156,0.000016800026,0.00007472114,0.0020897181,0.00035886915,0.00006803461],"about_ca_topic_score_codex":0.000090393936,"about_ca_topic_score_gemma":0.000043672888,"teacher_disagreement_score":0.09309559,"about_ca_system_score_codex":0.000014532272,"about_ca_system_score_gemma":0.0000037658012,"threshold_uncertainty_score":0.23270515},"labels":[],"label_agreement":null},{"id":"W2482776405","doi":"10.1186/s13033-016-0082-6","title":"A school mental health literacy curriculum resource training approach: effects on Tanzanian teachers’ mental health knowledge, stigma and help-seeking efficacy","year":2016,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":148,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"Grand Challenges Canada","keywords":"Mental health literacy; Mental health; Curriculum; Stigma (botany); Psychological intervention; Tanzania; Mental illness; Medicine; Medical education; Promotion (chess); Psychology; Nursing; Psychiatry; Pedagogy","score_opus":0.03792786312803119,"score_gpt":0.3989045892883833,"score_spread":0.3609767261603521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482776405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8856507,0.03841258,0.0006158322,0.050011214,0.016788322,0.0049453313,0.0005763716,0.00014634679,0.0028532958],"genre_scores_gemma":[0.9911448,0.00085448497,0.0005079013,0.0033929148,0.0022205203,0.00007903592,0.00016396314,0.00008873361,0.0015476845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927603,0.0017176067,0.0023118306,0.0007393746,0.001326236,0.0011446474],"domain_scores_gemma":[0.9951259,0.00034171544,0.0025467663,0.00030510576,0.00013459881,0.0015459015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002999537,0.00058119243,0.0011202103,0.0007334091,0.0009442346,0.00022401224,0.00070666644,0.00015019048,0.000106823194],"category_scores_gemma":[0.00004343998,0.00042223727,0.0002467242,0.00024513912,0.000115909716,0.00055943197,0.00015451443,0.0006440243,0.00010396664],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014297027,0.0032336744,0.0145408,0.0006913673,0.00069490075,0.00006251162,0.07101338,0.0000022053691,0.000118763026,0.0010792185,0.06992516,0.83720833],"study_design_scores_gemma":[0.098165125,0.02806132,0.11952643,0.07010591,0.00008097342,0.013128915,0.08858778,0.001069685,0.0001425261,0.00010955389,0.5783412,0.0026806048],"about_ca_topic_score_codex":0.0009209292,"about_ca_topic_score_gemma":0.0000387848,"teacher_disagreement_score":0.83452773,"about_ca_system_score_codex":0.004228187,"about_ca_system_score_gemma":0.0005096353,"threshold_uncertainty_score":0.999823},"labels":[],"label_agreement":null},{"id":"W2484320472","doi":"10.1016/j.comppsych.2016.07.011","title":"Diagnostic validity of the Patient Health Questionnaire-2 (PHQ-2) among Ethiopian adults","year":2016,"lang":"en","type":"article","venue":"Comprehensive Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network","funders":"National Institute on Minority Health and Health Disparities; National Institutes of Health; Bundesministerium für Gesundheit","keywords":"Patient Health Questionnaire; Intraclass correlation; Major depressive disorder; Receiver operating characteristic; Medicine; Construct validity; Criterion validity; Youden's J statistic; Clinical psychology; Quality of life (healthcare); Referral; Psychiatry; Psychometrics; Mood; Family medicine; Depressive symptoms; Internal medicine; Anxiety","score_opus":0.028304554628609715,"score_gpt":0.3276232879930038,"score_spread":0.2993187333643941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484320472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766672,0.002304277,0.00010429824,0.009035837,0.009656702,0.001124898,0.0000650518,0.00006647324,0.0009752441],"genre_scores_gemma":[0.9970043,0.00009068653,0.00012214479,0.002148822,0.0002447408,0.00012222165,0.000007055396,0.000025693624,0.00023439093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976777,0.0005981644,0.0005835367,0.00043016518,0.00027528984,0.00043517025],"domain_scores_gemma":[0.99794596,0.00045039682,0.00051474816,0.00076569954,0.00013671674,0.0001864858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011072525,0.00023459796,0.000319666,0.000066039196,0.00030501618,0.000008800549,0.00033305868,0.00012310191,0.0003461519],"category_scores_gemma":[0.000062647094,0.00013262524,0.00016774583,0.00020766912,0.0002505394,0.000082307946,0.00010866355,0.00018415213,0.00017037678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001188007,0.0005445742,0.9327813,0.00019267142,0.00004643412,0.0000021212745,0.0010713101,6.56612e-7,0.000008506899,0.0033111144,0.015393101,0.04652942],"study_design_scores_gemma":[0.0012237524,0.00049541786,0.9932563,0.0013810184,0.000019215959,0.000007043401,0.00038179147,0.0000014156329,0.00008027831,0.0019629805,0.0010378725,0.00015296163],"about_ca_topic_score_codex":0.0007545368,"about_ca_topic_score_gemma":0.00043259925,"teacher_disagreement_score":0.060474962,"about_ca_system_score_codex":0.0001010764,"about_ca_system_score_gemma":0.000086951375,"threshold_uncertainty_score":0.54083},"labels":[],"label_agreement":null},{"id":"W2495127890","doi":"10.4088/jcp.15m10086","title":"Ethnic Differences in Mental Illness Severity","year":2016,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Health Services and Policy Research; Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Ethnic group; Mental illness; Psychiatry; Severity of illness; Psychology; Clinical psychology; Medicine; Mental health; Sociology; Anthropology","score_opus":0.14977194602175403,"score_gpt":0.4971353224465657,"score_spread":0.3473633764248117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495127890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701779,0.001873301,0.000034356988,0.014070569,0.0109814,0.00016464497,0.0000066794714,0.000007353885,0.0026837846],"genre_scores_gemma":[0.9959194,0.0010311662,0.00007915846,0.0010622656,0.0009289756,0.000003026741,3.0219192e-7,0.000009891816,0.00096577965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970796,0.00089848484,0.0013618416,0.00013450172,0.00025793628,0.00026761772],"domain_scores_gemma":[0.9978094,0.0010426736,0.00071381696,0.00025560465,0.000032148266,0.0001463491],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027904827,0.00012799934,0.0004322217,0.00006335805,0.00009106556,0.000006718002,0.0005164259,0.00013875788,0.0014928298],"category_scores_gemma":[0.00006658845,0.000053868214,0.00019218237,0.00014276897,0.00018832176,0.00013218046,0.000046597077,0.000444821,0.0001677324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017446643,0.0009435141,0.78212106,0.000009146938,0.000080462756,0.000008375031,0.0005679077,2.6316854e-8,0.0000050680237,0.00063449884,0.0070747286,0.20681052],"study_design_scores_gemma":[0.003662154,0.0005622365,0.98605675,0.00016575419,0.000037655424,0.000052574185,0.00095251866,9.1955246e-7,0.000005073647,0.007251565,0.0011575652,0.00009523162],"about_ca_topic_score_codex":0.000047708138,"about_ca_topic_score_gemma":0.0001745668,"teacher_disagreement_score":0.20671529,"about_ca_system_score_codex":0.000028941662,"about_ca_system_score_gemma":0.00006196199,"threshold_uncertainty_score":0.9994199},"labels":[],"label_agreement":null},{"id":"W2497394007","doi":"10.1111/acps.12612","title":"A grounded theory model for reducing stigma in health professionals in Canada","year":2016,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Mental Health Commission of Canada","funders":"Health Canada; Mental Health Commission","keywords":"Grounded theory; Stigma (botany); Mandate; Mental health; Qualitative research; Health care; Commission; Nursing; Data collection; Psychological intervention; Psychology; Process (computing); Medical education; Public relations; Medicine; Sociology; Psychiatry; Political science; Computer science","score_opus":0.03523997307974648,"score_gpt":0.37212767364449906,"score_spread":0.3368877005647526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497394007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9554019,0.0014746387,0.00067118433,0.033751376,0.0018536551,0.0027616615,0.00016284086,0.0000426166,0.0038801446],"genre_scores_gemma":[0.99257636,0.00005663154,0.000749803,0.0018228085,0.00010535594,0.00072252215,0.000021624854,0.000035246157,0.0039096456],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99731076,0.00028040312,0.0007349036,0.0005791209,0.00022334255,0.0008714635],"domain_scores_gemma":[0.99853444,0.0005391272,0.000288729,0.00039153424,0.000021584246,0.00022456258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007157921,0.00023276101,0.0004011599,0.00026828598,0.00020503862,0.0000113519345,0.00031380614,0.000096574855,0.00033357422],"category_scores_gemma":[0.000029101748,0.00016024684,0.00005767168,0.0004303434,0.000026430365,0.0001403251,0.000040346546,0.00016470003,0.000011033903],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008270214,0.005244533,0.25343308,0.0009740822,0.00015584084,0.000054927732,0.008368466,0.000033022476,0.0000694851,0.09006572,0.24069525,0.39263538],"study_design_scores_gemma":[0.059920225,0.0017880085,0.777882,0.004430104,0.00007962309,0.00005701975,0.009826098,0.0054334034,0.00005117585,0.12954187,0.008400891,0.0025896055],"about_ca_topic_score_codex":0.56254035,"about_ca_topic_score_gemma":0.69552386,"teacher_disagreement_score":0.5244489,"about_ca_system_score_codex":0.0016261183,"about_ca_system_score_gemma":0.0012660867,"threshold_uncertainty_score":0.65346766},"labels":[],"label_agreement":null},{"id":"W2498713164","doi":"10.1111/acps.12613","title":"Reducing stigma in high school youth","year":2016,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Health Canada","keywords":"Stigma (botany); Psychology; Social stigma; Psychiatry; Clinical psychology; Developmental psychology; Medicine; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.02545213613217558,"score_gpt":0.330203131163187,"score_spread":0.30475099503101144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498713164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96064144,0.000582003,0.000021997204,0.005452834,0.0023703645,0.0005828262,0.000062536,0.000118849064,0.030167129],"genre_scores_gemma":[0.99350554,0.0001162195,0.00033024594,0.00037129497,0.0005106138,0.00011575934,0.00002207179,0.00004183887,0.0049864072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764895,0.00015054988,0.0005233533,0.00066968333,0.00024321914,0.00076424103],"domain_scores_gemma":[0.9986721,0.0001380765,0.00019513351,0.0006373578,0.000023482617,0.00033383563],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024359161,0.00027204625,0.0003262424,0.00036640913,0.0002102187,0.000035469133,0.00040768494,0.00017565038,0.0049796794],"category_scores_gemma":[0.000028762797,0.00018288908,0.000087197746,0.00066619925,0.000061556246,0.0002256085,0.00006386757,0.00020601723,0.0011975246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010928723,0.0013025667,0.83703816,0.000046841953,0.00009152505,0.00006387031,0.001538526,2.8512991e-7,0.00026278698,0.0044301976,0.04844047,0.105691895],"study_design_scores_gemma":[0.007950908,0.00052741414,0.9828887,0.00027030794,0.00007461265,0.000021514103,0.0008789095,0.0000013253277,0.00008205841,0.0021514988,0.0046097715,0.00054299],"about_ca_topic_score_codex":0.0023144197,"about_ca_topic_score_gemma":0.000086116874,"teacher_disagreement_score":0.14585052,"about_ca_system_score_codex":0.00026208253,"about_ca_system_score_gemma":0.00004785601,"threshold_uncertainty_score":0.99958014},"labels":[],"label_agreement":null},{"id":"W2499474258","doi":"10.1186/s12888-016-0971-x","title":"External validation of the international risk prediction algorithm for major depressive episode in the US general population: the PredictD-US study","year":2016,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research","keywords":"Population; Psychiatry; Major depressive disorder; Psychology; Algorithm; Computer science; Medicine; Environmental health; Mood","score_opus":0.0224687298556927,"score_gpt":0.3404462410758184,"score_spread":0.3179775112201257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499474258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836395,0.00021164317,0.005784778,0.00095512916,0.006509264,0.0021784126,0.0003367641,0.000018671142,0.00036586937],"genre_scores_gemma":[0.99587816,0.000008234257,0.0011580645,0.00020394195,0.0013008014,0.0008270993,0.000034913723,0.000014858442,0.00057395466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827576,0.00042762078,0.00047108784,0.0002781954,0.00035438145,0.00019294169],"domain_scores_gemma":[0.99891144,0.00015893334,0.00041411692,0.00044473534,0.000045718312,0.00002505334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058615406,0.00013543667,0.000119953685,0.000057415018,0.00028701444,0.000029380768,0.00057042233,0.00007282948,0.00015784199],"category_scores_gemma":[0.000024001944,0.000057428006,0.000108968015,0.00012609962,0.000044349377,0.00013358949,0.000051817413,0.000117381336,0.000010482831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018006295,0.0005505882,0.98177165,0.0000070167616,0.00006027561,1.5957896e-7,0.00044350157,0.000028408396,0.0000063890543,0.0005068917,0.0014481624,0.014996874],"study_design_scores_gemma":[0.0037408315,0.00018869643,0.99156153,0.00004755525,0.000090861286,0.000009482131,0.0003305863,0.00058570824,0.00004468523,0.0031897477,0.00014850844,0.000061820276],"about_ca_topic_score_codex":0.0014124028,"about_ca_topic_score_gemma":0.0012215548,"teacher_disagreement_score":0.014935054,"about_ca_system_score_codex":0.00006372026,"about_ca_system_score_gemma":0.000025018317,"threshold_uncertainty_score":0.23418462},"labels":[],"label_agreement":null},{"id":"W2499873800","doi":"10.1176/appi.pn.2016.8a8","title":"Trustees Take Action on Range of Issues","year":2016,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subspecialty; Thursday; Mental health; Library science; Political science; Stipend; Management; Action (physics); Steering committee; Psychology; Medicine; Family medicine; Law; Psychiatry; Engineering; Computer science","score_opus":0.06199102145797059,"score_gpt":0.40610936007441734,"score_spread":0.34411833861644675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499873800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8940196,0.0019203615,0.000047025165,0.0050062784,0.0036560846,0.00044295524,0.000021679743,0.000068077345,0.094817966],"genre_scores_gemma":[0.9785429,0.00032811036,0.00019332876,0.00029349088,0.00059787836,0.000054038162,0.0000029138914,0.00001702075,0.019970309],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990616,0.000075525175,0.00026567382,0.00023885514,0.00014148939,0.00021686117],"domain_scores_gemma":[0.9993796,0.00007932236,0.00015980171,0.0003005796,0.000015479895,0.00006521569],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000086309905,0.000121441386,0.00017456348,0.00014533011,0.000065435495,0.0000053972203,0.00012712191,0.00007773841,0.0037112343],"category_scores_gemma":[0.0000053176855,0.000073194,0.000075909345,0.00014985578,0.000024486353,0.000071019545,0.0000093202925,0.000049364127,0.0012431274],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008840386,0.0008699577,0.15576455,0.00006391847,0.00006210258,0.000003894663,0.00046144606,8.911831e-8,0.00014969226,0.010997447,0.11023786,0.720505],"study_design_scores_gemma":[0.011648278,0.0028094049,0.65989923,0.00013596792,0.00014763781,0.000020226194,0.0010877405,0.0000017345693,0.0019348583,0.0067666955,0.3149919,0.0005563219],"about_ca_topic_score_codex":0.00059999246,"about_ca_topic_score_gemma":0.0001356391,"teacher_disagreement_score":0.7199487,"about_ca_system_score_codex":0.00003101735,"about_ca_system_score_gemma":0.000006773414,"threshold_uncertainty_score":0.99953455},"labels":[],"label_agreement":null},{"id":"W2502966081","doi":"10.15252/embr.201642951","title":"The economic costs of mental disorders","year":2016,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":794,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Natural resource economics; Economics","score_opus":0.015305312546582924,"score_gpt":0.34195991868360864,"score_spread":0.32665460613702574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502966081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91040003,0.00037095862,0.0000035790238,0.0010389094,0.00210919,0.00028478005,0.000008617425,0.000017212727,0.08576675],"genre_scores_gemma":[0.9904141,0.00007921189,0.000005150665,0.000037598427,0.000050950533,0.00004846703,0.000005157995,0.000008567315,0.00935083],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928707,0.000031916894,0.00028719686,0.00015928972,0.0000616883,0.00017283422],"domain_scores_gemma":[0.9993615,0.00008536834,0.00020535984,0.0002989908,0.000004866929,0.000043916556],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017666024,0.00006710046,0.00009039511,0.000017197983,0.0001155357,0.0000061027167,0.00006687853,0.00002988253,0.0012943795],"category_scores_gemma":[0.0000048823995,0.00003371401,0.000045688626,0.000018356874,0.00007190316,0.000047795485,0.0000257062,0.00002150383,0.00017161902],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010749201,0.000131828,0.23597611,0.000006140595,0.000105076586,0.00006639583,0.00039969996,1.7746812e-7,0.00017875756,0.008958272,0.04348391,0.71058613],"study_design_scores_gemma":[0.0028607291,0.00054087467,0.4829681,0.00014715515,0.000052913114,0.00037801164,0.0009967709,0.0000043016853,0.0052735275,0.013800059,0.49251744,0.0004601341],"about_ca_topic_score_codex":0.0004269219,"about_ca_topic_score_gemma":0.00030545396,"teacher_disagreement_score":0.710126,"about_ca_system_score_codex":0.00012384058,"about_ca_system_score_gemma":0.000016390622,"threshold_uncertainty_score":0.9996186},"labels":[],"label_agreement":null},{"id":"W2506456402","doi":"10.1017/s0317167100117822","title":"Ruminations: Memoirs of a Psychiatrist from India. 2008. By Jagdish “Jack” Dang. Published by Trafford Publishing. 359 pages. Price C$37 approx.","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Memoir; Publishing; Art; Art history; Literature","score_opus":0.030553281193891158,"score_gpt":0.2996193510547943,"score_spread":0.26906606986090315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2506456402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9529472,0.007762769,0.000030894877,0.02372935,0.0018527076,0.00038786724,0.00020785033,0.00002940064,0.013051985],"genre_scores_gemma":[0.990977,0.0005874399,0.0010419907,0.006895416,0.00033607308,0.000008934999,0.000012183466,0.00001536924,0.00012559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929562,0.0012940514,0.0016969286,0.00091495283,0.0012386376,0.0018991792],"domain_scores_gemma":[0.99377185,0.0007885249,0.002025743,0.00029841537,0.00047924145,0.0026362368],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0047472348,0.0004953469,0.0008007859,0.0010182534,0.0026448786,0.002064292,0.0040111314,0.0004296198,0.0010418383],"category_scores_gemma":[0.0016191412,0.00035132736,0.00030666933,0.0025834453,0.004140389,0.0038905332,0.0000603992,0.0017239973,0.000005525719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041170337,0.0006908293,0.612698,0.000017351449,0.00008344411,0.0021243973,0.0021928083,0.00010667407,0.00012317003,0.0020944523,0.31392512,0.06553205],"study_design_scores_gemma":[0.0040420196,0.1372924,0.7388023,0.00017580552,0.00024180027,0.009152711,0.0034088332,0.0004938673,0.00042269824,0.05743679,0.04683128,0.0016994957],"about_ca_topic_score_codex":0.005459625,"about_ca_topic_score_gemma":0.024144834,"teacher_disagreement_score":0.26709384,"about_ca_system_score_codex":0.00031107364,"about_ca_system_score_gemma":0.0016436587,"threshold_uncertainty_score":0.99989384},"labels":[],"label_agreement":null},{"id":"W2506849469","doi":"10.7202/1036096ar","title":"Les programmes de prise en charge financière des psychothérapies en Australie et en Angleterre","year":2016,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Humanities; Psychology; Political science; Art","score_opus":0.0392064543113872,"score_gpt":0.38444879134205046,"score_spread":0.34524233703066326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2506849469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598715,0.013933349,0.000097558455,0.013760248,0.0014134174,0.0014753648,0.0004170189,0.0001679276,0.008863635],"genre_scores_gemma":[0.92973673,0.00206661,0.001031777,0.00055526494,0.00076726277,0.00057791214,0.000072722854,0.000101180696,0.06509055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955126,0.0011495593,0.00066642236,0.0008062907,0.00029269815,0.0015724504],"domain_scores_gemma":[0.9980461,0.0006785221,0.00027549072,0.00057658757,0.000034402594,0.00038889796],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008257357,0.0006365155,0.00054224726,0.00015936833,0.0005177785,0.00009138133,0.000567557,0.0004978938,0.006855772],"category_scores_gemma":[0.000047516703,0.00048948615,0.0002672155,0.0002032996,0.000637971,0.00048684885,0.00013351256,0.0003403231,0.0018476675],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030753898,0.0017899973,0.2556826,0.00046229034,0.00024427602,0.00015022211,0.03483538,8.538171e-8,0.0017017174,0.0022687379,0.0058018584,0.6967553],"study_design_scores_gemma":[0.00667977,0.0016721005,0.46898776,0.0020285985,0.00025979942,0.00026573078,0.0064069484,0.0000033769675,0.008529807,0.00084775523,0.5033244,0.0009939579],"about_ca_topic_score_codex":0.17704073,"about_ca_topic_score_gemma":0.09973095,"teacher_disagreement_score":0.6957614,"about_ca_system_score_codex":0.0028494205,"about_ca_system_score_gemma":0.00046630728,"threshold_uncertainty_score":0.9997557},"labels":[],"label_agreement":null},{"id":"W2507385936","doi":"10.1177/0706743716661325","title":"Changes in Characteristics and Practice Patterns of Ontario Psychiatrists","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Institute for Clinical Evaluative Sciences","keywords":"Graduation (instrument); Medicine; Psychiatry; Family medicine; Medical school; Medical education","score_opus":0.02926238161045367,"score_gpt":0.3237264532833179,"score_spread":0.2944640716728642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507385936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94620097,0.0009871967,0.000007855398,0.04734742,0.0032855421,0.00014845397,0.000038682138,0.000001515659,0.0019823757],"genre_scores_gemma":[0.99732065,0.000060613056,0.0003497376,0.0009165564,0.0003414897,0.0000035923579,0.0000010144322,0.000011704092,0.0009946194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989626,0.00015400705,0.00040475916,0.00010117343,0.00011461652,0.00026283824],"domain_scores_gemma":[0.9988262,0.0001481041,0.00052553025,0.00018443508,0.00006410663,0.00025160916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006304008,0.000106246116,0.00020574417,0.00020087096,0.000099919394,0.00001807151,0.00021581627,0.00007430232,0.00073884294],"category_scores_gemma":[0.00003217861,0.000060560218,0.00003834694,0.000081570135,0.00006833905,0.0001028068,0.000008093583,0.00019367713,0.000011572518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020205467,0.0000643375,0.9742525,0.000022119662,0.00005268148,0.00003768892,0.0028190913,1.812555e-8,0.0000041433373,0.0062819,0.0011146371,0.015148822],"study_design_scores_gemma":[0.0011959736,0.00032794187,0.9861519,0.00023749933,0.000053721225,0.00035779996,0.00068669434,4.5581032e-8,0.0000049573146,0.0018840971,0.009019596,0.00007978896],"about_ca_topic_score_codex":0.29040918,"about_ca_topic_score_gemma":0.9888221,"teacher_disagreement_score":0.6984129,"about_ca_system_score_codex":0.00023593906,"about_ca_system_score_gemma":0.0010277671,"threshold_uncertainty_score":0.8089812},"labels":[],"label_agreement":null},{"id":"W2509383418","doi":"10.7202/1084158ar","title":"Culture and Psychopathology Revisited","year":2021,"lang":"en","type":"article","venue":"Culture","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychopathology; Possession (linguistics); Positivism; Trance; Politics; Psychology; Sociology; Anthropology; Psychiatry; Political science; Law; Philosophy","score_opus":0.028936139003218807,"score_gpt":0.38833482055807406,"score_spread":0.35939868155485527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509383418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47632042,0.058310386,0.000040824245,0.0028588364,0.0015876157,0.00044120033,0.0000667686,0.00012836313,0.46024558],"genre_scores_gemma":[0.6586446,0.001194439,0.0012635926,0.006442998,0.0006372616,0.00004212782,0.00034857407,0.000027256003,0.3313991],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991599,0.00009087274,0.00013344188,0.0003372517,0.00006348417,0.00021509943],"domain_scores_gemma":[0.99957144,0.000009333437,0.00004528849,0.0002250125,0.00005050793,0.00009841605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047090696,0.00012580912,0.00016680008,0.00001744152,0.00010499708,0.000028435308,0.00006918691,0.00018882104,0.002658366],"category_scores_gemma":[0.000009946107,0.0000908491,0.00003936903,0.00016739756,0.000039504783,0.00005477949,0.000032325694,0.00017494807,0.0006800429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001617529,0.00065507466,0.038509477,0.00023287073,0.00015814566,0.0017271988,0.028092586,8.062428e-8,0.006101202,0.046154942,0.81036836,0.06783831],"study_design_scores_gemma":[0.001954599,0.0001618772,0.047558423,0.000076858916,0.00006357852,0.00084211916,0.0036268402,0.0000010385016,0.0008041072,0.0018988501,0.94274914,0.0002625954],"about_ca_topic_score_codex":0.0000039274905,"about_ca_topic_score_gemma":0.000005884584,"teacher_disagreement_score":0.18232422,"about_ca_system_score_codex":0.000013467322,"about_ca_system_score_gemma":0.0000050708923,"threshold_uncertainty_score":0.99825335},"labels":[],"label_agreement":null},{"id":"W2513243892","doi":"10.1017/s1463423616000323","title":"Formative evaluation of practice changes for managing depression within a Shared Care model in primary care","year":2016,"lang":"en","type":"article","venue":"Primary Health Care Research & Development","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Manitoba Health; Winnipeg Regional Health Authority","funders":"","keywords":"Formative assessment; Mental health; Depression (economics); Nursing; Psychology; Descriptive statistics; Health care; Medicine; Primary care; Family medicine; Psychiatry","score_opus":0.14718314608765087,"score_gpt":0.5037237716530083,"score_spread":0.3565406255653574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513243892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6152681,0.21775576,0.0036980405,0.01776375,0.0018158685,0.042295203,0.0010117653,0.00026705183,0.10012444],"genre_scores_gemma":[0.97156084,0.0008152177,0.01843788,0.0010807469,0.000066447756,0.0066660126,0.001155968,0.00005882276,0.00015806642],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99444056,0.0011598929,0.00083298417,0.00069358526,0.0018233514,0.0010496282],"domain_scores_gemma":[0.99615145,0.000681375,0.00042834278,0.00044180034,0.002025556,0.00027148394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045570214,0.00025942322,0.00045779833,0.0006610887,0.00055134704,0.000027306658,0.00036585671,0.00015205171,0.000047277907],"category_scores_gemma":[0.00016891393,0.00019643463,0.000047374288,0.00041045647,0.000069303096,0.00049650134,0.0002992662,0.00029901307,0.000021766577],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001252993,0.00015143414,0.0016382403,0.004813722,0.000041795087,0.000004722188,0.22579958,0.000026428695,0.000043269036,0.00015131482,0.00095789914,0.7651186],"study_design_scores_gemma":[0.05470665,0.0045386897,0.3154053,0.02006704,0.00021012254,0.000033009077,0.5623281,0.0011542169,0.01180925,0.0018594007,0.025454924,0.0024332986],"about_ca_topic_score_codex":0.00043964718,"about_ca_topic_score_gemma":0.0011003412,"teacher_disagreement_score":0.7626853,"about_ca_system_score_codex":0.010594104,"about_ca_system_score_gemma":0.003695593,"threshold_uncertainty_score":0.99320406},"labels":[],"label_agreement":null},{"id":"W2514109294","doi":"10.1007/s40596-016-0592-1","title":"Effects of Brief Psychoeducational Program on Stigma in Malaysian Pre-clinical Medical Students: A Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Commission of Canada","funders":"","keywords":"Multivariate analysis of variance; Randomized controlled trial; Stigma (botany); Clinical psychology; Social stigma; Repeated measures design; Mental health; Psychology; Psychoeducation; Medicine; Psychiatry; Family medicine","score_opus":0.019002392958752674,"score_gpt":0.4613205608122014,"score_spread":0.44231816785344874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514109294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95905256,0.0016203392,0.000023866583,0.011542667,0.0118222525,0.013215039,0.000006433643,0.000075553624,0.0026413093],"genre_scores_gemma":[0.9843678,0.00056080555,0.0001692393,0.0025553075,0.0020407555,0.0081337355,0.000011976317,0.00003528658,0.0021251019],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99333245,0.0019771806,0.0023440626,0.00067406433,0.0011258312,0.0005464113],"domain_scores_gemma":[0.9933591,0.0050952085,0.0007791938,0.0003715729,0.00003474186,0.0003602035],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043781474,0.00032318375,0.0017320614,0.0002468818,0.000062257735,0.000011476809,0.000916827,0.00079197524,0.0014192793],"category_scores_gemma":[0.0010757168,0.00018889926,0.0005083109,0.00024607897,0.00035178626,0.00009261021,0.00006462322,0.0008107836,0.00018582905],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8524877,0.009591784,0.07555831,0.00007079956,0.00046963617,0.0000057390116,0.00017534006,3.2127097e-8,0.0000020568882,0.008449188,0.009179189,0.04401022],"study_design_scores_gemma":[0.86565286,0.0012513659,0.1284788,0.0008072066,0.00014199392,0.0000047100466,0.000027049973,0.000003981017,0.0000036529564,0.0029946708,0.00046405775,0.00016968467],"about_ca_topic_score_codex":0.00005728734,"about_ca_topic_score_gemma":0.000014799757,"teacher_disagreement_score":0.052920476,"about_ca_system_score_codex":0.00006743436,"about_ca_system_score_gemma":0.00025688836,"threshold_uncertainty_score":0.99949354},"labels":[],"label_agreement":null},{"id":"W2514228377","doi":"10.1186/s12888-016-1012-5","title":"Measurement properties of tools measuring mental health knowledge: a systematic review","year":2016,"lang":"en","type":"review","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":162,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Izaak Walton Killam Health Centre; Capital District Health Authority","funders":"Canadian Institutes of Health Research","keywords":"PsycINFO; CINAHL; Mental health; Checklist; Construct validity; Content validity; Psychology; Applied psychology; Reliability (semiconductor); Internal validity; External validity; Systematic review; Clinical psychology; MEDLINE; Cochrane Library; Validity; Criterion validity; Psychometrics; Medicine; Meta-analysis; Psychiatry; Social psychology; Psychological intervention; Cognitive psychology","score_opus":0.3388880020519936,"score_gpt":0.4249789556037156,"score_spread":0.08609095355172203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514228377","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000143558,0.97852296,0.00001309325,0.00018152336,0.0051498436,0.013221514,0.00009448112,0.00009633852,0.002718812],"genre_scores_gemma":[0.00004990934,0.99467975,0.00009424504,0.00020605775,0.0003497071,0.0033203312,0.000028368886,0.00011901741,0.0011526134],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99252665,0.001899076,0.003263519,0.00079470914,0.0007837033,0.00073234504],"domain_scores_gemma":[0.9956789,0.000034836285,0.0025546586,0.0013261024,0.00013887526,0.00026664318],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026797976,0.00082790776,0.0050716186,0.00026116776,0.0002491596,0.000025558911,0.0008049608,0.00025681508,0.00024155217],"category_scores_gemma":[0.0000756416,0.0004762082,0.0010880181,0.00037419223,0.00007119288,0.00012644487,0.00012639702,0.00028956163,0.0014481156],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015250875,0.00050347764,0.000016295724,0.862009,0.0004929037,1.9102191e-7,0.00011090122,5.797635e-10,4.6811646e-8,0.0004203456,0.0048886146,0.13154297],"study_design_scores_gemma":[0.0005419753,0.00014685708,0.0000056284034,0.90040785,0.0011518345,0.000051989533,0.00006633099,3.463569e-8,2.652057e-7,0.000009229449,0.09722633,0.00039166803],"about_ca_topic_score_codex":0.000040300056,"about_ca_topic_score_gemma":0.000090630834,"teacher_disagreement_score":0.1311513,"about_ca_system_score_codex":0.0008504406,"about_ca_system_score_gemma":0.0012942955,"threshold_uncertainty_score":0.999769},"labels":[],"label_agreement":null},{"id":"W2514386256","doi":"10.1186/s12888-016-1008-1","title":"Pathways and access to mental health care services by persons living with severe mental disorders and epilepsy in Uganda, Liberia and Nepal: a qualitative study","year":2016,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Mental health; Medicine; Health care; Focus group; Qualitative research; Mental illness; Developing country; Psychiatry; Nursing; Family medicine; Political science; Economic growth; Business","score_opus":0.020841834312824294,"score_gpt":0.3688023754575097,"score_spread":0.34796054114468544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514386256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98837376,0.0051895403,0.000007282895,0.0028650733,0.00043641034,0.0021118424,0.00046104967,0.000043741868,0.0005112751],"genre_scores_gemma":[0.9979752,0.0001446932,0.00045321602,0.0009020711,0.00004531858,0.00025602998,0.000031190673,0.000038486054,0.00015382151],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979861,0.00037481758,0.0003062653,0.0007022101,0.0001748084,0.00045584832],"domain_scores_gemma":[0.99925005,0.00010183416,0.00014348772,0.00019874911,0.000010595358,0.00029529855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023638978,0.0003051814,0.00034502038,0.00013065874,0.0003852763,0.00009863544,0.00015134696,0.00006800256,0.000083846746],"category_scores_gemma":[0.0000019048467,0.00021114173,0.000020917107,0.00017216844,0.00007779456,0.0003759412,0.00015785565,0.00009917623,0.0000057304555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040579375,0.00044675358,0.7351884,0.0002015007,0.000043478027,4.2299564e-7,0.25442243,1.4307569e-8,0.0000039366982,0.000051238192,0.0013019214,0.007934126],"study_design_scores_gemma":[0.004468491,0.001532715,0.564806,0.00038556507,0.000014772244,0.000011523394,0.42825255,0.0000011866965,6.6893136e-7,0.000051624353,0.00023060011,0.00024431816],"about_ca_topic_score_codex":0.0031465364,"about_ca_topic_score_gemma":0.05054344,"teacher_disagreement_score":0.17383014,"about_ca_system_score_codex":0.00008940133,"about_ca_system_score_gemma":0.000052027615,"threshold_uncertainty_score":0.9667817},"labels":[],"label_agreement":null},{"id":"W2515094921","doi":"","title":"A Moderator Analysis of the Relationship Between Mental Health Help-Seeking Attitudes and Behaviours among Young Adults","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Moderation; Mental health; Psychology; Help-seeking; Clinical psychology; Stigma (botany); Young adult; Psychiatry; Developmental psychology; Social psychology","score_opus":0.04114969058968765,"score_gpt":0.34844488154929776,"score_spread":0.3072951909596101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515094921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761347,0.019136723,0.0027484288,0.0013055606,0.00034885338,0.00018433151,0.00011490007,0.000003224708,0.000023231918],"genre_scores_gemma":[0.9915821,0.007901304,0.000034444212,0.0001995713,0.00008506034,0.0000030306878,0.0000039508213,0.000013766485,0.00017679074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884284,0.00015868717,0.00044497996,0.00015644306,0.00015103465,0.0002459961],"domain_scores_gemma":[0.9987168,0.00019681845,0.00044547388,0.00015061004,0.000054641896,0.00043566266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005234021,0.00012178173,0.00030074338,0.0003357365,0.00040852537,0.00003768122,0.00012995063,0.00007355884,0.00009122031],"category_scores_gemma":[0.0000014136373,0.00007532428,0.00009913575,0.00028406904,0.00015517423,0.000105272105,2.3646149e-7,0.00012705113,4.1806223e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007731376,0.000018491002,0.9745124,0.000014399585,0.00029723273,0.000003113231,0.010030467,0.000001270445,0.000003483095,0.00064265693,0.00029327674,0.014105905],"study_design_scores_gemma":[0.0012438655,0.00017105397,0.9958964,0.00040076097,0.00012699325,0.000019304685,0.00014947537,0.00001467613,0.0000052559567,0.0014406049,0.00043928958,0.000092332506],"about_ca_topic_score_codex":0.0064208955,"about_ca_topic_score_gemma":0.056881685,"teacher_disagreement_score":0.05046079,"about_ca_system_score_codex":0.00004159346,"about_ca_system_score_gemma":0.00008044772,"threshold_uncertainty_score":0.97065157},"labels":[],"label_agreement":null},{"id":"W2516917878","doi":"","title":"Increased Medicaid Financing and Equalization of African Americans' and Whites' Outpatient and Emergency Treatment Expenditures.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicaid; Medicine; Mental health; Inequality; Emergency department; Demography; Quarter (Canadian coin); Health care; Gerontology; Economic growth; Geography; Economics; Psychiatry; Sociology","score_opus":0.043811081894704486,"score_gpt":0.3162196215338864,"score_spread":0.2724085396391819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516917878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994205,0.002423096,0.000105879255,0.00041703184,0.00020230218,0.00075781415,0.000039739185,0.00001912211,0.0018300228],"genre_scores_gemma":[0.99749833,0.0008527084,0.0000449092,0.000042067975,0.00003789176,0.0009892579,0.0000126784835,0.000011127286,0.0005110205],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990084,0.00009051613,0.0002674922,0.00026763364,0.00010706802,0.00025887703],"domain_scores_gemma":[0.99940497,0.00009885598,0.00016578446,0.00013528149,0.000012488679,0.00018263396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013234444,0.0001306274,0.00021160059,0.00008357704,0.00007497609,0.000005627253,0.000038183298,0.000050880342,0.00018322],"category_scores_gemma":[0.000026500362,0.00008176541,0.000016718066,0.00006611156,0.000099438264,0.000073254654,0.00003062432,0.000021145142,0.0000013174835],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013670983,0.00019568198,0.2043039,0.00003509822,0.000047333717,0.000004652428,0.00213439,2.325738e-8,0.00003617354,0.00042786208,0.00036611993,0.7923121],"study_design_scores_gemma":[0.0025118408,0.000379974,0.9936835,0.000024597954,0.00005724121,0.0000057908783,0.0008999933,0.0000059337667,0.0005588197,0.0003079999,0.0014271212,0.00013715716],"about_ca_topic_score_codex":0.0010172846,"about_ca_topic_score_gemma":0.00007004491,"teacher_disagreement_score":0.7921749,"about_ca_system_score_codex":0.000052247215,"about_ca_system_score_gemma":0.0000060535176,"threshold_uncertainty_score":0.33342963},"labels":[],"label_agreement":null},{"id":"W2517034884","doi":"","title":"Auditing the Illness: Critical Analysis of Emergent Higher Education Mental Health Policy in Major Ontario Universities","year":2016,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Audit; Mental health; Mental illness; Political science; Public administration; Nursing; Medicine; Psychiatry; Business; Accounting","score_opus":0.01484184482102925,"score_gpt":0.29885029349658365,"score_spread":0.2840084486755544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517034884","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7501095,0.0003311834,0.000011524348,0.0001527968,0.0023209874,0.00070320535,0.00044809215,0.00008129824,0.24584144],"genre_scores_gemma":[0.39287,0.00003377567,0.000005734712,0.000037670525,0.00008155598,6.4944857e-7,0.000658067,0.000018678586,0.60629386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975225,0.00025970986,0.00046552296,0.0007243551,0.00043620236,0.00059172034],"domain_scores_gemma":[0.99815977,0.0001886969,0.00068075303,0.00048405697,0.00020037628,0.0002863553],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000007917092,0.0004464236,0.0006900245,0.0023803287,0.0009715496,0.000062195526,0.00077110395,0.0003489047,0.00028807233],"category_scores_gemma":[0.0000075896955,0.0004395926,0.000490118,0.0017604912,0.00017052122,0.0008987205,0.00018796945,0.00036849667,0.00002996219],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015304013,0.010490302,0.61608016,0.0024041124,0.017391762,0.00076204835,0.0296321,0.00006227828,0.0019312984,0.064881094,0.2123848,0.028676013],"study_design_scores_gemma":[0.0023057077,0.00039494853,0.44039702,0.0007766147,0.0017352554,0.0000146907005,0.30866274,6.8274755e-7,0.00007209112,0.00009874389,0.2445292,0.0010122925],"about_ca_topic_score_codex":0.065749146,"about_ca_topic_score_gemma":0.113993235,"teacher_disagreement_score":0.3604524,"about_ca_system_score_codex":0.00637748,"about_ca_system_score_gemma":0.0021038067,"threshold_uncertainty_score":0.99980557},"labels":[],"label_agreement":null},{"id":"W2520528415","doi":"10.1186/s12875-016-0531-y","title":"A qualitative study of perceived needs and factors associated with the quality of care for common mental disorders in patients with chronic diseases: the perspective of primary care clinicians and patients","year":2016,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi; Centre Intégré de Santé et de Services Sociaux des Laurentides; Santé Montérégie; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; St Mary's Hospital Centre; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Polypharmacy; Mental health; Qualitative research; Nursing; Collaborative Care; Anxiety; Family medicine; Chronic care; Primary care; Psychiatry","score_opus":0.06320685754416763,"score_gpt":0.42714049378511415,"score_spread":0.36393363624094655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520528415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941331,0.0006324589,0.0000025714505,0.00007697804,0.000048724625,0.003876389,0.0008876787,0.000005264929,0.00033682637],"genre_scores_gemma":[0.9996574,0.000020299922,0.00000780349,0.000038073176,0.0000039776087,0.00015578263,0.00009056834,0.000016692744,0.000009433735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973135,0.0015745119,0.00038723307,0.00024722697,0.00030708252,0.00017042899],"domain_scores_gemma":[0.9941328,0.0044232733,0.00084014196,0.00022956193,0.000337608,0.000036621004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030198845,0.0001698699,0.00040231086,0.000059675014,0.0001524187,0.0000069671282,0.00012551717,0.000048537204,0.0000024809644],"category_scores_gemma":[0.00016971775,0.00007692562,0.000036715246,0.00017155739,0.00030134234,0.00022717909,0.000050741237,0.00008922821,9.0167674e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044820653,0.0018033857,0.63566244,0.00011868266,0.00019033908,4.1441346e-8,0.35671595,3.143554e-7,0.0000014572269,0.000037189457,0.0000050662943,0.0009830773],"study_design_scores_gemma":[0.007944627,0.0042150896,0.5138477,0.000076984696,0.00014369238,7.442537e-9,0.47370896,1.9476204e-7,6.100281e-7,0.000005849691,0.00000282392,0.000053443357],"about_ca_topic_score_codex":0.0052165235,"about_ca_topic_score_gemma":0.016140796,"teacher_disagreement_score":0.12181473,"about_ca_system_score_codex":0.00031078033,"about_ca_system_score_gemma":0.00006901044,"threshold_uncertainty_score":0.9006944},"labels":[],"label_agreement":null},{"id":"W2521400234","doi":"10.1002/wps.20355","title":"Self‐Help Plus (<scp>SH</scp>+): a new <scp>WHO</scp> stress management package","year":2016,"lang":"en","type":"letter","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":155,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"World Health Organization","keywords":"Mental health; Psychosocial; Medicine; Bibliotherapy; Distress; Coping (psychology); Poverty; Psychiatry; Clinical psychology","score_opus":0.018444419756991525,"score_gpt":0.3041449696128171,"score_spread":0.2857005498558256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521400234","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030561476,0.013593241,0.00014631028,0.24261817,0.03804719,0.004653678,0.0010327294,0.0011910608,0.6956615],"genre_scores_gemma":[0.00028739887,0.00047385955,0.0017238142,0.28771204,0.024336983,0.0006927367,0.0010493689,0.00042448143,0.6832993],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99098617,0.00053090515,0.0015566659,0.0025657855,0.0012589481,0.0031015463],"domain_scores_gemma":[0.99425143,0.00074600196,0.0012141105,0.002971232,0.00007034122,0.00074691384],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00037081304,0.00183281,0.0016040556,0.0013500106,0.0006375761,0.00031619275,0.0021978014,0.0015042282,0.0023727221],"category_scores_gemma":[0.00001212818,0.0015522332,0.0007910011,0.0010486187,0.00016335571,0.00028774427,0.0004774052,0.0027810785,0.016218038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023844175,0.00043331197,0.008458555,0.0019186543,0.0014607324,0.001002375,0.0008847252,2.6304372e-7,2.605458e-7,0.005093673,0.96745574,0.013267845],"study_design_scores_gemma":[0.004979193,0.00022031923,0.0045832773,0.0015427506,0.0007270498,0.00004555813,0.00060280215,0.0000014839269,0.000011535599,0.0028455702,0.9840666,0.00037387563],"about_ca_topic_score_codex":0.00036018275,"about_ca_topic_score_gemma":0.00061068573,"teacher_disagreement_score":0.045093853,"about_ca_system_score_codex":0.0006387064,"about_ca_system_score_gemma":0.00026842358,"threshold_uncertainty_score":0.99979204},"labels":[],"label_agreement":null},{"id":"W2521419588","doi":"10.1080/09638237.2017.1340619","title":"Cost-effectiveness analysis of single-session walk-in counselling","year":2017,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; University of Waterloo; Wilfrid Laurier University; University of Calgary","funders":"","keywords":"Session (web analytics); Walk-in; Psychology; Cost-effectiveness analysis; Psychotherapist; Cost effectiveness; Medicine; Computer science; Risk analysis (engineering); Alternative medicine; World Wide Web","score_opus":0.13897254844069204,"score_gpt":0.48755755084589814,"score_spread":0.34858500240520607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521419588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99470156,0.0017545966,0.00021998885,0.0005893286,0.0012668212,0.00046031195,0.000027894554,0.000003655922,0.0009758152],"genre_scores_gemma":[0.999006,0.00051162107,0.00015348272,0.00012560698,0.00007252083,0.0000070704273,0.000013056144,0.00001125298,0.00009941685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980264,0.00033291412,0.00083324075,0.00016187764,0.00033612887,0.00030945064],"domain_scores_gemma":[0.99756235,0.00015176958,0.0017555305,0.0002847992,0.00006430199,0.0001812518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001714845,0.00012636677,0.0006847207,0.00044434366,0.00032581968,0.000028416713,0.0002890225,0.00007026661,0.00024961046],"category_scores_gemma":[0.000010164245,0.00010219313,0.00018805609,0.00022197276,0.000060794675,0.00023435938,0.00002101009,0.00019730072,0.000007706269],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034794528,0.0042154468,0.62361616,0.0004343901,0.0010697328,0.00014360374,0.006509851,0.000107456006,0.0013688698,0.00049611914,0.0005419,0.35801703],"study_design_scores_gemma":[0.0052270303,0.0016708841,0.98736167,0.0010972366,0.0002133736,0.00004193691,0.0013539743,0.00018893185,0.0015897081,0.00020186993,0.00090689975,0.00014651382],"about_ca_topic_score_codex":0.0010249225,"about_ca_topic_score_gemma":0.00034105088,"teacher_disagreement_score":0.36374548,"about_ca_system_score_codex":0.00046519015,"about_ca_system_score_gemma":0.000057894646,"threshold_uncertainty_score":0.4167315},"labels":[],"label_agreement":null},{"id":"W2522385688","doi":"10.1055/s-0042-113143","title":"Alkoholabhängigkeit in der primärärztlichen Versorgung: Welche Patienten werden erkannt?","year":2016,"lang":"de","type":"article","venue":"Suchttherapie","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Gynecology; Medicine; CIDI; Psychiatry; Comorbidity","score_opus":0.02922545693799993,"score_gpt":0.3355744640769978,"score_spread":0.3063490071389979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522385688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87891376,0.061144393,0.000060442664,0.017162863,0.007853106,0.002848192,0.0002717383,0.00021741033,0.031528108],"genre_scores_gemma":[0.9763416,0.0022022855,0.0001289673,0.0021970945,0.0010032882,0.0002857548,0.000084680425,0.00014716423,0.017609136],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951884,0.00058401964,0.0010023402,0.0011547717,0.00052099646,0.0015494723],"domain_scores_gemma":[0.99763656,0.0004218737,0.00037369723,0.0010695781,0.00009538446,0.00040293083],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000606943,0.0006890602,0.000731435,0.00039421458,0.00025310027,0.000080485544,0.00074845296,0.00059559284,0.0146287605],"category_scores_gemma":[0.00004096038,0.0004959869,0.00024235414,0.0005205812,0.00023261628,0.00037473775,0.00015453238,0.00043109598,0.014601011],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032067662,0.003745382,0.33795995,0.00025266508,0.0019902647,0.0005191612,0.010445981,0.0000010716009,0.001242776,0.0029749325,0.030965127,0.6066959],"study_design_scores_gemma":[0.02902261,0.0020860136,0.25616682,0.0012584989,0.0004366128,0.000017404458,0.0010383115,0.00002140256,0.0017818287,0.0023801771,0.7040309,0.0017594795],"about_ca_topic_score_codex":0.0010850254,"about_ca_topic_score_gemma":0.00030360778,"teacher_disagreement_score":0.6730657,"about_ca_system_score_codex":0.0006267377,"about_ca_system_score_gemma":0.00011053471,"threshold_uncertainty_score":0.9997492},"labels":[],"label_agreement":null},{"id":"W2524801065","doi":"10.1136/bmjopen-2016-012353","title":"Effectiveness of case management interventions for frequent users of healthcare services: a scoping review","year":2016,"lang":"en","type":"review","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université du Québec à Chicoutimi; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; CINAHL; Psychological intervention; Health care; MEDLINE; PsycINFO; Randomized controlled trial; Population; Family medicine; Nursing; Environmental health; Surgery","score_opus":0.3741418963776595,"score_gpt":0.6306434109227025,"score_spread":0.256501514545043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524801065","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003409132,0.89529747,0.00006808137,0.000050758674,0.00050424563,0.101988636,0.00058260886,0.000010260773,0.0014945215],"genre_scores_gemma":[0.000012202849,0.94736767,0.00035397138,0.00006170832,0.000029396931,0.05128518,0.0003198469,0.000048438313,0.00052157114],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9961553,0.0011930251,0.0016862332,0.00051614834,0.00014710185,0.0003021786],"domain_scores_gemma":[0.99665725,0.00050024665,0.0017313147,0.0009129655,0.00009938475,0.000098832585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024175153,0.00033215308,0.002685211,0.00016847897,0.00009553859,0.000017662353,0.00079479296,0.00014506644,0.0004605049],"category_scores_gemma":[0.000010244677,0.00022979098,0.00083006395,0.00023793968,0.000033249253,0.000113084934,0.00046246205,0.00008169767,0.0000621449],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004576028,0.00012254981,0.0000042944002,0.570323,0.00038126734,0.000076457756,0.000019295418,4.181548e-9,3.7541716e-9,0.0014543636,0.00006756827,0.42750546],"study_design_scores_gemma":[0.0010169442,0.00029275808,0.0000069791013,0.9683453,0.0012413962,0.00013213484,0.00005719381,3.7099024e-8,6.0883707e-7,0.00006876911,0.028643463,0.00019441599],"about_ca_topic_score_codex":0.0014070391,"about_ca_topic_score_gemma":0.00030855354,"teacher_disagreement_score":0.42731106,"about_ca_system_score_codex":0.00017768932,"about_ca_system_score_gemma":0.00010368362,"threshold_uncertainty_score":0.9370604},"labels":[],"label_agreement":null},{"id":"W2525014343","doi":"10.1108/ijmhsc-07-2015-0025","title":"Challenges in and recommendations for working with international students with first-episode psychosis: a descriptive case series","year":2016,"lang":"en","type":"article","venue":"International Journal of Migration Health and Social Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Disengagement theory; Originality; Mental health; Intervention (counseling); Medical education; Psychology; Service (business); Population; Descriptive research; Medicine; Psychiatry; Gerontology; Social psychology; Sociology; Business","score_opus":0.130828263248439,"score_gpt":0.43625603667521873,"score_spread":0.30542777342677974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525014343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8792344,0.0031903964,0.00041675495,0.11569695,0.00080148503,0.00042026615,0.00007232534,0.000007977234,0.00015944897],"genre_scores_gemma":[0.9956336,0.00268907,0.0007552263,0.000420712,0.00030647346,0.00010166734,0.000021997663,0.00001001257,0.00006124347],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99905837,0.00007115685,0.0003412613,0.00015802936,0.00023187912,0.00013930719],"domain_scores_gemma":[0.9990785,0.00012603158,0.0003556626,0.000034123204,0.00031700617,0.000088671055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020278995,0.00010126479,0.00016029134,0.00017860724,0.00019432747,0.00005417867,0.00010566334,0.000047025078,0.000021118276],"category_scores_gemma":[0.000014037527,0.00006603621,0.000025235124,0.00003890696,0.000045178007,0.00030286537,0.000015761336,0.0000786753,4.4289274e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004225101,0.0002657963,0.46554756,0.00008296581,0.00031155147,0.00019218067,0.12634262,6.4519503e-7,0.0000010200048,0.0042009056,0.0011723083,0.39765733],"study_design_scores_gemma":[0.029758137,0.006133616,0.25396925,0.0040729158,0.00008178112,0.0066798604,0.6003628,0.0000089146015,0.000026708747,0.0014550057,0.09682804,0.0006230255],"about_ca_topic_score_codex":0.00032860797,"about_ca_topic_score_gemma":0.047525946,"teacher_disagreement_score":0.47402012,"about_ca_system_score_codex":0.0002414442,"about_ca_system_score_gemma":0.0000399548,"threshold_uncertainty_score":0.96985424},"labels":[],"label_agreement":null},{"id":"W2525554801","doi":"10.26522/ssj.v10i1.1326","title":"Inventing Mental Health First Aid: The Problem of Psychocentrism","year":2016,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"Mental Health Commission","keywords":"Mental health; Mental distress; Sociology; Corporate governance; Intervention (counseling); Distress; Political science; Psychology; Psychiatry; Economics; Management; Psychotherapist","score_opus":0.10906681543852041,"score_gpt":0.47024993068295023,"score_spread":0.3611831152444298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525554801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7543169,0.03130004,0.000067275534,0.11247322,0.011161817,0.0037792476,0.00016224224,0.00012955321,0.0866097],"genre_scores_gemma":[0.9945011,0.0016693982,0.00013949307,0.0010316028,0.0005980679,0.00012638503,0.0000029512773,0.000014805751,0.0019162005],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99858487,0.00017657792,0.00043263845,0.00021652147,0.0001759048,0.00041347896],"domain_scores_gemma":[0.99924165,0.00029581343,0.00027537206,0.00011641745,0.000036273832,0.000034490215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045745328,0.00012512473,0.00026858068,0.000042345644,0.0007859787,0.0000045056395,0.00018377633,0.00004861781,0.000122010446],"category_scores_gemma":[0.000021728843,0.00007080406,0.00005582889,0.00022396966,0.00029577356,0.000057674562,0.000110270434,0.00009655536,0.000049846745],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047761973,0.0009657599,0.049441915,0.0015746686,0.0005150167,0.000012979599,0.16815397,2.384104e-7,0.000016348426,0.046172783,0.4362783,0.29639038],"study_design_scores_gemma":[0.022374613,0.001231096,0.07719032,0.003045226,0.00049134356,0.000018105915,0.5638147,0.000005359445,0.000114635535,0.016415803,0.31433186,0.0009669629],"about_ca_topic_score_codex":0.00023048716,"about_ca_topic_score_gemma":0.00034112882,"teacher_disagreement_score":0.3956607,"about_ca_system_score_codex":0.00022176739,"about_ca_system_score_gemma":0.000018517212,"threshold_uncertainty_score":0.6045192},"labels":[],"label_agreement":null},{"id":"W2526907453","doi":"10.1186/s12992-016-0199-z","title":"Improving Ghana’s mental healthcare through task-shifting- psychiatrists and health policy directors perceptions about government’s commitment and the role of community mental health workers","year":2016,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Government (linguistics); Health policy; Social policy; Health care; Health services research; Scarcity; Nursing; Medicine; Health administration; Public health; Psychology; Public relations; Psychiatry; Political science","score_opus":0.032747761455397796,"score_gpt":0.39012155235449325,"score_spread":0.35737379089909543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526907453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50956416,0.053779293,0.0005205143,0.4252382,0.0010867224,0.005443866,0.002109509,0.00017090839,0.0020868685],"genre_scores_gemma":[0.973445,0.010844451,0.00027065576,0.014878662,0.00010845331,0.00007690923,0.00017918763,0.000028683458,0.00016802554],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962629,0.0013260598,0.0009123785,0.0003883843,0.00039413752,0.0007161313],"domain_scores_gemma":[0.99810064,0.00008366619,0.0008931844,0.00039255377,0.000034635676,0.000495312],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014294379,0.00031787474,0.0006096505,0.00007442054,0.0024737217,0.000056265508,0.00017175688,0.00009622098,0.000055779114],"category_scores_gemma":[0.000011694706,0.00021443992,0.00006196027,0.0002838764,0.00039873042,0.00018732922,0.00017688546,0.00021120363,0.0000039252477],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004182672,0.0005978704,0.38497522,0.0006694483,0.00010899524,1.91408e-7,0.05157798,1.4891567e-7,0.000004160515,0.07047442,0.014020091,0.4771532],"study_design_scores_gemma":[0.0114503205,0.0016945902,0.896177,0.0006944568,0.000026309674,0.000043113418,0.0719491,0.000045393754,0.000005041338,0.0018707248,0.015674131,0.0003698298],"about_ca_topic_score_codex":0.17252468,"about_ca_topic_score_gemma":0.019125102,"teacher_disagreement_score":0.5112018,"about_ca_system_score_codex":0.001269837,"about_ca_system_score_gemma":0.00029951593,"threshold_uncertainty_score":0.9988249},"labels":[],"label_agreement":null},{"id":"W2528457496","doi":"","title":"Academic and Mental Health Needs of Students on a Canadian Campus/Les Besoins Académiques et En Santé Mentale Des éTudiants Sur Un Campus Canadien","year":2016,"lang":"fr","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Population; Anxiety; Psychiatry; Psychology; Depression (economics); College health; Medicine; Gerontology; Family medicine; Environmental health","score_opus":0.028090117945589826,"score_gpt":0.36937429003510985,"score_spread":0.34128417208952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528457496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8179639,0.16562924,0.00011388487,0.0127542,0.0018930184,0.00050225086,0.0009307688,0.000005150023,0.00020759742],"genre_scores_gemma":[0.61356467,0.3837295,0.00004144466,0.00170084,0.0002487977,0.00000563737,0.000008359579,0.000046127392,0.00065462675],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965039,0.0007270175,0.000976679,0.000329369,0.00032301762,0.0011400349],"domain_scores_gemma":[0.99576825,0.0003108459,0.0007017555,0.00021998677,0.000109732406,0.0028894036],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014781714,0.00045819243,0.000729219,0.0009806916,0.00067480514,0.00007843419,0.00042431933,0.00041476634,0.00048946636],"category_scores_gemma":[0.000003904854,0.00037573944,0.00011194411,0.00030432193,0.00053686794,0.00032905268,0.0000010385761,0.0006106387,0.0000072867833],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059157435,0.00023387233,0.37862423,0.00021754645,0.0008548969,0.00018979929,0.10211059,0.0000019651084,0.00016225861,0.0028177106,0.010894133,0.50330144],"study_design_scores_gemma":[0.037563324,0.01610529,0.26815188,0.02122779,0.00037770695,0.0040797354,0.019948935,0.0000201275,0.0010574434,0.031749062,0.59707934,0.0026393873],"about_ca_topic_score_codex":0.5233352,"about_ca_topic_score_gemma":0.9261966,"teacher_disagreement_score":0.5861852,"about_ca_system_score_codex":0.000619847,"about_ca_system_score_gemma":0.0013034643,"threshold_uncertainty_score":0.99986947},"labels":[],"label_agreement":null},{"id":"W2530015281","doi":"10.4103/0019-5545.192012","title":"Contemporary issues for delivery of mental health services in Commonwealth countries","year":2016,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Diaspora; Mental health; Sociology; Political science; Law; Medicine; Psychiatry","score_opus":0.023262853604295808,"score_gpt":0.36644616171371464,"score_spread":0.3431833081094188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530015281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94552743,0.024869455,0.000019060948,0.02520886,0.0031445976,0.00052390393,0.0002690668,0.0000074203404,0.00043017138],"genre_scores_gemma":[0.996502,0.00055478635,0.0008465762,0.0015194688,0.00034549966,0.000010689833,0.00001089381,0.00001961784,0.0001904612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981513,0.00015659412,0.0010328933,0.00014417597,0.00019877017,0.00031624566],"domain_scores_gemma":[0.99835354,0.00010850837,0.001127271,0.00016386688,0.00007243146,0.00017438886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067028584,0.00014918507,0.00046440712,0.00029711664,0.00010473555,0.000011622311,0.00028897412,0.00008628456,0.00022477996],"category_scores_gemma":[0.0000016768001,0.00010096916,0.000118545955,0.00011019976,0.00007489509,0.00027581383,0.000016808928,0.00010979426,0.000017197033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025151628,0.0007996385,0.916975,0.00086252316,0.00016875278,0.00002700488,0.009238232,1.3658887e-7,0.000016687129,0.002462289,0.04649651,0.020438017],"study_design_scores_gemma":[0.055964407,0.015795486,0.72952247,0.016556278,0.00007320989,0.0006726774,0.058582336,0.0000027214298,0.0007559288,0.016449485,0.10466137,0.00096361106],"about_ca_topic_score_codex":0.00055802456,"about_ca_topic_score_gemma":0.0008245469,"teacher_disagreement_score":0.18745255,"about_ca_system_score_codex":0.00010429433,"about_ca_system_score_gemma":0.0003392527,"threshold_uncertainty_score":0.41174027},"labels":[],"label_agreement":null},{"id":"W2530046471","doi":"10.1371/journal.pone.0164404","title":"The Systematic Medical Appraisal, Referral and Treatment (SMART) Mental Health Project: Development and Testing of Electronic Decision Support System and Formative Research to Understand Perceptions about Mental Health in Rural India","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"The Wellcome Trust DBT India Alliance; Grand Challenges Canada; Wellcome Trust","keywords":"Mental health; Medicine; Formative assessment; Focus group; Stigma (botany); Referral; Mental health literacy; Psychological intervention; Nursing; Mental illness; Family medicine; Psychiatry; Psychology","score_opus":0.16740336473335868,"score_gpt":0.4443329388761114,"score_spread":0.27692957414275277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530046471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99076664,0.0019168934,0.000018932025,0.0028480648,0.000062786974,0.004110174,0.000054082495,0.000024752551,0.00019767882],"genre_scores_gemma":[0.99775404,0.00094070536,0.0005748125,0.00006848345,0.000020508036,0.00044486858,0.000027714394,0.000019160383,0.00014971242],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99668944,0.0006255919,0.00087295333,0.00034270875,0.0006743788,0.0007949199],"domain_scores_gemma":[0.9982168,0.000979688,0.0002264383,0.00019305843,0.000047383834,0.00033662992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00247823,0.0002072808,0.00056827854,0.00026996792,0.0008801243,0.00004550746,0.00012088942,0.000077960336,0.000019043166],"category_scores_gemma":[0.00008015071,0.00011626334,0.000016795231,0.00026998518,0.0001752537,0.00012960738,0.00012893308,0.0001610149,0.00001228016],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002966833,0.008700074,0.16179569,0.020647343,0.0013734021,0.000024819072,0.4876282,4.2935493e-8,0.0003006384,0.009253147,0.0019481244,0.3053617],"study_design_scores_gemma":[0.026209364,0.03011047,0.31680825,0.09118113,0.00011238805,0.0005190864,0.53280157,0.00042499683,0.0003578267,0.00022715362,0.00026982444,0.0009779135],"about_ca_topic_score_codex":0.00072490936,"about_ca_topic_score_gemma":0.0026308566,"teacher_disagreement_score":0.30438378,"about_ca_system_score_codex":0.001937379,"about_ca_system_score_gemma":0.0005171987,"threshold_uncertainty_score":0.6769293},"labels":[],"label_agreement":null},{"id":"W2531510268","doi":"10.4103/0019-5545.192015","title":"Mental Health Care Bill, 2016: A boon or bane?","year":2016,"lang":"en","type":"editorial","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Mental health; Mental illness; Mental Health Act; Government (linguistics); Law; Bill of rights; Political science; Human rights; Medicine; Psychiatry","score_opus":0.01293094810475628,"score_gpt":0.377308667897706,"score_spread":0.36437771979294975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531510268","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011724238,0.032160293,0.000004986549,0.009794791,0.9524565,0.0006373871,0.0015280452,0.00002937872,0.0022162474],"genre_scores_gemma":[0.0012516464,0.0019753848,0.00069709617,0.00086485676,0.9827853,0.00002794612,0.00030213242,0.00015759071,0.0119380355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995315,0.00044743318,0.0017205937,0.0005203952,0.001054717,0.0009418348],"domain_scores_gemma":[0.99534905,0.00026322537,0.0028415946,0.00055991055,0.00022491202,0.00076130923],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006664114,0.00061290833,0.001116969,0.00067758805,0.00042634516,0.0000855784,0.00093769183,0.0010088403,0.0046673203],"category_scores_gemma":[0.000038868024,0.000338773,0.00048620455,0.00021442953,0.00010617366,0.00025038878,0.00006232618,0.001467528,0.0007469627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017507538,0.00034975327,0.00071616506,0.00040664634,0.00040158027,0.00030751384,0.0038651412,1.6178182e-8,2.8624177e-7,0.000033878914,0.9575452,0.03462307],"study_design_scores_gemma":[0.00548431,0.0034891914,0.00021134855,0.0028071404,0.0000850216,0.00033404562,0.0027450365,8.1385325e-9,0.000001945093,0.00021938048,0.9842177,0.00040486956],"about_ca_topic_score_codex":0.0003426137,"about_ca_topic_score_gemma":0.00066941365,"teacher_disagreement_score":0.0342182,"about_ca_system_score_codex":0.0009130342,"about_ca_system_score_gemma":0.0035002565,"threshold_uncertainty_score":0.9999064},"labels":[],"label_agreement":null},{"id":"W2533842651","doi":"10.17269/cjph.107.5265","title":"Impact of a mass media mental health campaign on psychiatric emergency department visits","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Institute for Clinical Evaluative Sciences; Mental Health Research Canada; University of Toronto; Institute for Work & Health; Centre for Addiction and Mental Health","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Emergency department; Downtown; Mental health; Mass gathering; Family medicine; Emergency medicine; Psychiatry; Medical emergency; Demography; Public health; Nursing","score_opus":0.06127019304408653,"score_gpt":0.395965765719289,"score_spread":0.33469557267520245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533842651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9451019,0.0057466133,0.00026325547,0.04138123,0.0045155045,0.0007186533,0.00079650286,0.000012186493,0.001464121],"genre_scores_gemma":[0.9971998,0.00067089254,0.00019313364,0.0010639841,0.00045185318,0.000012125426,0.000034182245,0.000034799676,0.00033927368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99575144,0.0006861157,0.0014323803,0.0002777605,0.00041959452,0.0014327246],"domain_scores_gemma":[0.9932285,0.00010080531,0.0013666482,0.00035083896,0.00015994294,0.0047932835],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021557577,0.00026771892,0.0006237714,0.0010381525,0.00034617202,0.00002163113,0.00041262794,0.00010107573,0.005879468],"category_scores_gemma":[0.00007738851,0.00017183165,0.00028778252,0.00057458895,0.000056754496,0.00023219135,0.000008533925,0.00023089678,0.000113022965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012262756,0.0005020405,0.46052918,0.000074579424,0.00030002263,0.00004719431,0.004600405,6.181477e-7,0.0000060293683,0.0030943677,0.21037078,0.32035217],"study_design_scores_gemma":[0.003844329,0.0073414017,0.962869,0.00019686672,0.0000126070345,0.00015063681,0.000916524,0.000001226136,0.000004013816,0.00052722415,0.023882385,0.00025379928],"about_ca_topic_score_codex":0.021513645,"about_ca_topic_score_gemma":0.03657951,"teacher_disagreement_score":0.50233984,"about_ca_system_score_codex":0.003219092,"about_ca_system_score_gemma":0.0071636606,"threshold_uncertainty_score":0.9984648},"labels":[],"label_agreement":null},{"id":"W2538734238","doi":"10.1177/0706743716675856","title":"Good News? A Longitudinal Analysis of Newspaper Portrayals of Mental Illness in Canada 2005 to 2015","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Mental Health Commission","keywords":"Newspaper; Content analysis; Mental illness; Mental health; Stigma (botany); Tone (literature); Psychology; Front page; Commission; Medicine; Psychiatry; Advertising; Media studies; Political science; Sociology; Social science; Art","score_opus":0.018663076126348443,"score_gpt":0.3134274583095703,"score_spread":0.2947643821832219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2538734238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659411,0.0014677723,0.0000069029434,0.028371016,0.0020911573,0.00020053233,0.0002143334,9.265545e-7,0.0017062746],"genre_scores_gemma":[0.99853265,0.000020038506,0.00015290185,0.0005055647,0.00012921462,0.0000049099217,0.0000034304126,0.000012553095,0.00063874456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981262,0.00013039335,0.00085144135,0.00015154493,0.00028758706,0.00045285176],"domain_scores_gemma":[0.99836737,0.000066158966,0.0005663147,0.000314694,0.000080439444,0.00060504157],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044578605,0.00015084649,0.00049519615,0.0006247191,0.00009337059,0.000008428573,0.00045524747,0.0000574339,0.0033510127],"category_scores_gemma":[0.000010118388,0.0000901887,0.00016108103,0.0007128192,0.00006942545,0.00008448837,0.000011937843,0.00012939234,0.000008887283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014735179,0.000060219434,0.9606335,0.000010222291,0.00069905765,0.00003756281,0.0005866462,0.000020886262,0.000015727848,0.0012349846,0.03176502,0.0047888155],"study_design_scores_gemma":[0.0012453238,0.00017002394,0.99278444,0.00015165983,0.00041459053,0.000044238615,0.0021010041,0.0000014639629,0.000057005298,0.0003236785,0.0025657956,0.00014075662],"about_ca_topic_score_codex":0.98578256,"about_ca_topic_score_gemma":0.99990624,"teacher_disagreement_score":0.03259156,"about_ca_system_score_codex":0.00069182937,"about_ca_system_score_gemma":0.003880519,"threshold_uncertainty_score":0.9975601},"labels":[],"label_agreement":null},{"id":"W2539185084","doi":"10.1186/s12913-016-1832-5","title":"Implementation of the Quebec mental health reform (2005–2015)","year":2016,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université Laval; McGill University; Douglas Mental Health University Institute","funders":"Fonds de Recherche du Québec - Santé","keywords":"Health informatics; Nursing research; Health administration; Medicine; Public health; Mental health; Health care reform; Health services research; Nursing; Health policy; Family medicine; Psychiatry","score_opus":0.08963531584436733,"score_gpt":0.542351406360572,"score_spread":0.45271609051620465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539185084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537403,0.0027463366,0.000018678096,0.03664183,0.00094600365,0.0034802568,0.00026915743,0.000051708612,0.0021057068],"genre_scores_gemma":[0.9879015,0.00047891424,0.000105041705,0.0022389966,0.00018765322,0.00026874733,0.000058450307,0.000032632444,0.00872806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99508274,0.0012843749,0.0008308572,0.00044790085,0.00094468106,0.0014094738],"domain_scores_gemma":[0.99811167,0.00017270235,0.0004105147,0.00075843744,0.00012661311,0.0004200737],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031343114,0.00016943716,0.0003180616,0.00021896811,0.00089457876,0.000026452924,0.0006797299,0.000083046456,0.002258275],"category_scores_gemma":[0.000001978824,0.00009023396,0.000076782824,0.0005080816,0.00013634244,0.0002234122,0.0002579345,0.00020894589,0.00042669452],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006329965,0.0007276236,0.5382649,0.0031897062,0.00007294909,0.0000015047116,0.022511633,8.607606e-8,0.00014943884,0.008236627,0.013774931,0.41243765],"study_design_scores_gemma":[0.0028685043,0.00061977876,0.9240355,0.00052867405,0.0000021992703,0.0000055784985,0.02515057,0.000003183487,0.0005386241,0.00018645909,0.045943484,0.00011748478],"about_ca_topic_score_codex":0.29553646,"about_ca_topic_score_gemma":0.421337,"teacher_disagreement_score":0.41232014,"about_ca_system_score_codex":0.0021388754,"about_ca_system_score_gemma":0.001024745,"threshold_uncertainty_score":0.99865377},"labels":[],"label_agreement":null},{"id":"W2539447011","doi":"10.1016/j.ijid.2016.10.011","title":"Tuberculosis stigma as a social determinant of health: a systematic mapping review of research in low incidence countries","year":2016,"lang":"en","type":"review","venue":"International Journal of Infectious Diseases","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":272,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Stigma (botany); Psychological intervention; Social stigma; Tuberculosis; Qualitative research; Psychology; Conceptual framework; Social psychology; Medicine; Clinical psychology; Psychiatry; Family medicine; Human immunodeficiency virus (HIV); Sociology","score_opus":0.09976811183014636,"score_gpt":0.5156685646489318,"score_spread":0.4159004528187855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539447011","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002098258,0.9946343,0.000010066965,0.00029649603,0.0011476419,0.0013528891,0.00019849991,0.0000068532627,0.00025504103],"genre_scores_gemma":[0.031215385,0.96806663,0.000004050696,0.00012809277,0.00029538214,0.00020317896,0.000013335976,0.000025619052,0.000048339345],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9928413,0.0019870254,0.0033251946,0.0002320438,0.0012986341,0.00031579184],"domain_scores_gemma":[0.9923262,0.0017839484,0.004377051,0.00020209288,0.0011889772,0.00012175607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026282573,0.0002725833,0.0025617303,0.0013696618,0.00009668924,0.000028802464,0.00070436404,0.00013354007,0.00043252876],"category_scores_gemma":[0.0006708276,0.00018138633,0.0006711964,0.00046666423,0.00019699974,0.0001517405,0.00011984286,0.00033714253,0.00005857394],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051319974,0.00060987944,0.0016656842,0.7188995,0.00074443687,0.0002493604,0.00030359777,6.1152726e-8,5.3539836e-8,0.00041564222,0.00042335736,0.27663714],"study_design_scores_gemma":[0.00061857735,0.00029665808,0.000792925,0.9906768,0.00026583762,0.00060597685,0.000112189424,2.3708559e-7,5.115383e-7,0.00036901786,0.0061256625,0.00013556068],"about_ca_topic_score_codex":0.0004278152,"about_ca_topic_score_gemma":0.000023669776,"teacher_disagreement_score":0.2765016,"about_ca_system_score_codex":0.0010927923,"about_ca_system_score_gemma":0.0010397573,"threshold_uncertainty_score":0.739672},"labels":[],"label_agreement":null},{"id":"W2540072652","doi":"10.1017/s2045796016000743","title":"Information for mental health systems: an instrument for policy-making and system service quality","year":2016,"lang":"en","type":"review","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"World Health Organization","keywords":"Mental health; Information system; Accountability; Health care; HRHIS; Service (business); Quality (philosophy); Business; Health policy; Medicine; Political science; Marketing","score_opus":0.24225216771569044,"score_gpt":0.5497614126147304,"score_spread":0.30750924489903997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540072652","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001922858,0.9834019,0.0010349174,0.0049801194,0.00392387,0.0047694906,0.00096922024,0.00006060069,0.0006676025],"genre_scores_gemma":[0.0011248947,0.9911596,0.0021957462,0.0022709216,0.0010149105,0.0018212701,0.000311288,0.000017413206,0.00008395913],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951269,0.0016083845,0.0017717854,0.00060776103,0.00010999457,0.0007751776],"domain_scores_gemma":[0.9951264,0.0023704474,0.0019560866,0.00026479497,0.000042652267,0.00023960038],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008645484,0.00038694913,0.0017767793,0.00046771398,0.0016643681,0.000054083925,0.00034550976,0.00037738588,0.000006335522],"category_scores_gemma":[0.00011847563,0.00023838472,0.0001441776,0.00039233206,0.0002265353,0.00040591008,0.00005774288,0.00011799617,0.000015961183],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049172286,0.000029210829,0.0006414318,0.025291758,0.00006112329,2.6706559e-8,0.00042595467,1.2543416e-7,1.1194027e-9,0.24375224,0.0013697246,0.72837925],"study_design_scores_gemma":[0.0010633876,0.0011043136,0.00043607655,0.0044106534,0.00010896982,0.000100044585,0.002031282,0.000090750866,2.7945213e-9,0.0019292138,0.98836356,0.00036174236],"about_ca_topic_score_codex":0.0014832062,"about_ca_topic_score_gemma":0.00006549362,"teacher_disagreement_score":0.98699385,"about_ca_system_score_codex":0.00022737756,"about_ca_system_score_gemma":0.00033201397,"threshold_uncertainty_score":0.99963534},"labels":[],"label_agreement":null},{"id":"W2540498536","doi":"10.7870/cjcmh-2016-033","title":"Empowering Adults in Recovery from Depression: A Community-Based Self-Management Group Program","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Sherbrooke; Université de Montréal; McGill University; Université du Québec à Montréal","funders":"","keywords":"Depression (economics); Self-management; Intervention (counseling); Mental health; Psychology; Clinical psychology; Session (web analytics); Self-help; Psychiatry","score_opus":0.03802772893040942,"score_gpt":0.37282230034221603,"score_spread":0.33479457141180663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540498536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910296,0.0012653507,0.00002857556,0.0025369304,0.0011897222,0.0009780681,0.00015727387,0.00003705541,0.0027774035],"genre_scores_gemma":[0.99621683,0.000119693694,0.0010264649,0.0022984438,0.00006371307,0.000060053844,0.00011605881,0.000033167373,0.000065568674],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952142,0.0028438254,0.0008635108,0.000119040604,0.00022932969,0.00073008065],"domain_scores_gemma":[0.99732125,0.0003867455,0.00050791266,0.0006495641,0.00004538436,0.0010891285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016942676,0.00024551168,0.00045129997,0.00052376016,0.0012707518,0.00004381729,0.00086016057,0.000112249,0.00044672374],"category_scores_gemma":[0.000010609538,0.00019393352,0.000116308,0.00028730495,0.00008193796,0.00027092698,0.000074959564,0.0011303605,0.00003935771],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015741392,0.0039591566,0.09818757,0.00042789988,0.00023554631,0.0002614659,0.030510811,0.0000021317035,0.00000826426,0.00019792005,0.0062125986,0.8584225],"study_design_scores_gemma":[0.02842382,0.008124768,0.85036445,0.010049538,0.000059878595,0.00015106493,0.04106776,0.00001739678,0.00009831211,0.0015542255,0.059285708,0.0008030758],"about_ca_topic_score_codex":0.20914614,"about_ca_topic_score_gemma":0.34091917,"teacher_disagreement_score":0.8576194,"about_ca_system_score_codex":0.0018679273,"about_ca_system_score_gemma":0.00034964326,"threshold_uncertainty_score":0.9773724},"labels":[],"label_agreement":null},{"id":"W2542864125","doi":"10.1109/gem.2015.7377256","title":"Serious game for serious disease: Diminishing stigma of depression via game experience","year":2015,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Stigma (botany); Depression (economics); Disease; Serious game; Psychology; Social stigma; Game design; Mental disease; Computer science; Social psychology; Psychiatry; Medicine; Human–computer interaction; Multimedia; Economics","score_opus":0.06385472426725594,"score_gpt":0.4062944820688947,"score_spread":0.3424397578016387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542864125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888301,0.0012297978,0.0034452928,0.00022455177,0.0009051453,0.001031347,0.000027172126,0.00009315791,0.004213455],"genre_scores_gemma":[0.994673,0.00000912237,0.0005117026,0.00030606394,0.00010265667,0.00045561706,0.000038651422,0.000025178777,0.0038779762],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99867755,0.000058923742,0.00032940746,0.0003600048,0.00020743549,0.00036670125],"domain_scores_gemma":[0.99893045,0.00009064911,0.00014667874,0.00037904238,0.00006204776,0.00039111418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013208043,0.00016610483,0.00023457508,0.000051316085,0.00007524061,0.000024845855,0.00023762033,0.00008613955,0.00049465237],"category_scores_gemma":[0.000033341654,0.00013101785,0.00006589315,0.000100155004,0.000063647814,0.00021790634,0.00007265345,0.00006516744,0.00005944005],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005874756,0.0022706112,0.36793992,0.00053166674,0.0001281136,0.00016919467,0.034483682,0.000047785885,0.001484836,0.0024563072,0.012070502,0.5725426],"study_design_scores_gemma":[0.029090269,0.0036879962,0.8443966,0.0007336897,0.0003659698,0.000118737145,0.02031019,0.0064708516,0.021638697,0.010854628,0.0599533,0.0023791033],"about_ca_topic_score_codex":0.00035752816,"about_ca_topic_score_gemma":0.000032067408,"teacher_disagreement_score":0.57016355,"about_ca_system_score_codex":0.000050302187,"about_ca_system_score_gemma":0.000029627443,"threshold_uncertainty_score":0.54160964},"labels":[],"label_agreement":null},{"id":"W2544255856","doi":"10.1177/1357633x16674631","title":"Impact of simple conventional and Telehealth solutions on improving mental health in Afghanistan","year":2016,"lang":"en","type":"article","venue":"Journal of Telemedicine and Telecare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Grand Challenges Canada; Ministry of Public Health","keywords":"Mental health; Medicine; Nursing; Telehealth; Referral; Telepsychiatry; Health care; Population; Poverty; Telemedicine; Psychiatry; Environmental health; Economic growth","score_opus":0.030287266267258157,"score_gpt":0.39466910070310857,"score_spread":0.3643818344358504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544255856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992491,0.0025617988,0.00006227573,0.0041121743,0.00018739924,0.00025067347,0.000090287904,0.0000041068733,0.00024029525],"genre_scores_gemma":[0.99885136,0.0005584223,0.0000785296,0.00024728428,0.00014886784,0.0000031366123,0.0000103338325,0.000008935904,0.00009314496],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986697,0.000089953624,0.0006247932,0.00013445293,0.00017798728,0.00030311386],"domain_scores_gemma":[0.99902844,0.00011884095,0.0004919927,0.00008341335,0.00006239417,0.00021493355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000497054,0.000118434094,0.0003638129,0.00025271424,0.00011437175,0.0000051428774,0.00006315982,0.000045423094,0.00033411212],"category_scores_gemma":[0.000024133082,0.00006734735,0.00006479449,0.000112866655,0.000083216684,0.0000950807,0.0000219929,0.00014039446,0.0000012567538],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093527365,0.00055767875,0.39097646,0.00013965997,0.00012850341,0.00003889353,0.0012454119,2.0026728e-7,0.0007932627,0.0013743615,0.010774631,0.59303564],"study_design_scores_gemma":[0.00876508,0.009846061,0.9767762,0.0005200816,0.000020606298,0.0002960606,0.0013413049,0.0000066251573,0.00005890363,0.00055295863,0.001711509,0.00010464675],"about_ca_topic_score_codex":0.0006884235,"about_ca_topic_score_gemma":0.00018198918,"teacher_disagreement_score":0.59293103,"about_ca_system_score_codex":0.00020715024,"about_ca_system_score_gemma":0.0001248016,"threshold_uncertainty_score":0.36582935},"labels":[],"label_agreement":null},{"id":"W2545327747","doi":"10.1007/978-3-319-41174-3_6","title":"Interrogating the Rights Discourse and Knowledge-Making Regimes of the “Movement for Global Mental Health”","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Mount Royal University","funders":"","keywords":"Conflation; Global mental health; TRACE (psycholinguistics); Mental health; Context (archaeology); Movement (music); Political science; Sociology; Psychology; Epistemology; History; Aesthetics; Psychiatry; Linguistics; Art; Philosophy","score_opus":0.04518426330947792,"score_gpt":0.4202093137253916,"score_spread":0.3750250504159137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545327747","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018569952,0.0044165174,0.000056590685,0.007524359,0.0021624928,0.002746161,0.0003564325,0.000025079711,0.98085535],"genre_scores_gemma":[0.25105244,0.000045690274,0.00009632256,0.0009410652,0.00031519384,0.00011548341,0.000019098285,0.000029481283,0.7473852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862593,0.000056860517,0.000492156,0.0003584786,0.00015191294,0.00031464561],"domain_scores_gemma":[0.9988082,0.00014453517,0.0005537126,0.0004024484,0.000030639843,0.000060438048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024861997,0.0002892005,0.00034665767,0.00002737697,0.0005300273,0.000020149138,0.00031594775,0.00012279581,0.0006616809],"category_scores_gemma":[0.0000024111125,0.00012009985,0.00016562534,0.000017320157,0.00025820392,0.00004364922,0.0002163415,0.00011099598,0.000023540473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088759574,0.00006040498,0.00012345526,0.00011741489,0.00018532282,4.7929706e-7,0.0022995414,6.8043406e-9,6.238414e-7,0.89064455,0.013133236,0.09334622],"study_design_scores_gemma":[0.006578495,0.0015682913,0.0013363834,0.008748572,0.00034818787,0.00004244389,0.0062463037,0.00002308089,0.00012244155,0.39526442,0.5787499,0.0009714985],"about_ca_topic_score_codex":0.00011633584,"about_ca_topic_score_gemma":0.0021482916,"teacher_disagreement_score":0.56561667,"about_ca_system_score_codex":0.00022063323,"about_ca_system_score_gemma":0.000046070527,"threshold_uncertainty_score":0.72449416},"labels":[],"label_agreement":null},{"id":"W2547901255","doi":"10.1177/1475725716666804","title":"Addressing Mental Illness Stigma in the Psychology Classroom","year":2016,"lang":"en","type":"article","venue":"Psychology Learning & Teaching","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Mental Health Commission","keywords":"Stigma (botany); Mental illness; Psychological intervention; Mental health; Psychology; Social stigma; Social psychology; Psychiatry; Medicine; Family medicine","score_opus":0.0952419078040599,"score_gpt":0.46218975135502843,"score_spread":0.36694784355096854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547901255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9004939,0.0007752062,0.0013789119,0.014048774,0.0027082209,0.00056546234,0.000006360927,0.00020034151,0.079822786],"genre_scores_gemma":[0.9906033,0.0000706538,0.00031294365,0.005872808,0.00034065582,0.00024775547,0.000025055246,0.000063660984,0.002463142],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9938745,0.003074566,0.00066769327,0.0009801427,0.00028567837,0.0011174222],"domain_scores_gemma":[0.99793875,0.000851446,0.00032111374,0.0007455809,0.000018567978,0.00012455926],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025234886,0.00039185994,0.0004215481,0.00035178667,0.0011355266,0.000057691293,0.0008710008,0.00036444038,0.0015676419],"category_scores_gemma":[0.00014788492,0.00023784653,0.0001282707,0.0002666176,0.00030021305,0.00025369978,0.00009222835,0.001608471,0.0011730128],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040069973,0.0008275377,0.25260934,0.000012388474,0.00006760472,0.00018123441,0.011728442,0.0000014288556,0.0014671175,0.0034692807,0.011369247,0.7178657],"study_design_scores_gemma":[0.007914586,0.0008555753,0.7926231,0.00030537785,0.000045192115,0.00057425705,0.00433886,0.000013647962,0.00002438765,0.0021125283,0.19051929,0.00067317294],"about_ca_topic_score_codex":0.0002025947,"about_ca_topic_score_gemma":0.00006898262,"teacher_disagreement_score":0.71719253,"about_ca_system_score_codex":0.000115733994,"about_ca_system_score_gemma":0.000013236678,"threshold_uncertainty_score":0.9996047},"labels":[],"label_agreement":null},{"id":"W2548257651","doi":"10.3917/rsi.126.0080","title":"Le dévoilement de soi chez les hommes vivant avec la schizophrénie","year":2016,"lang":"fr","type":"article","venue":"Recherche en soins infirmiers","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"","keywords":"Humanities; Psychology; Political science; Art","score_opus":0.19208799535550894,"score_gpt":0.4633039957903627,"score_spread":0.2712160004348537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548257651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7507908,0.008644137,0.002264549,0.060959753,0.0024406856,0.0011765853,0.00019381734,0.00024580467,0.17328389],"genre_scores_gemma":[0.8794685,0.004673557,0.00656649,0.0012052697,0.00092515803,0.00024568575,0.00003200558,0.00013962851,0.10674372],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911146,0.005569429,0.00075564784,0.0007928099,0.000329416,0.0014380624],"domain_scores_gemma":[0.99511427,0.0031920471,0.00030556202,0.00078332063,0.00005876132,0.00054604537],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005022346,0.0005874216,0.0006002441,0.00021689493,0.00043059041,0.00008913562,0.0006658856,0.0016735002,0.0036021958],"category_scores_gemma":[0.00038776713,0.00048050153,0.00030945113,0.00036842062,0.0005893859,0.00030261488,0.00022340546,0.0012531105,0.001920095],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003825867,0.001193587,0.015997408,0.00027247376,0.00044582208,0.00018292293,0.008564224,0.00000206638,0.001236713,0.049923897,0.015450356,0.90634793],"study_design_scores_gemma":[0.008097648,0.0005316126,0.021418909,0.0011496899,0.00022193253,0.00015790339,0.004763221,0.00003596536,0.014047856,0.013416554,0.9351663,0.0009924263],"about_ca_topic_score_codex":0.0046939724,"about_ca_topic_score_gemma":0.00076211034,"teacher_disagreement_score":0.91971594,"about_ca_system_score_codex":0.0016595646,"about_ca_system_score_gemma":0.0011315371,"threshold_uncertainty_score":0.9997647},"labels":[],"label_agreement":null},{"id":"W2548398896","doi":"10.1017/s0033291716002804","title":"Evaluation of an anti-stigma campaign related to common mental disorders in rural India: a mixed methods approach","year":2016,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"The Wellcome Trust DBT India Alliance; Grand Challenges Canada; European Commission; National Institute for Health and Care Research; King's College London; Department of Biotechnology, Ministry of Science and Technology, India; King's College Hospital NHS Foundation Trust; South London and Maudsley NHS Foundation Trust","keywords":"Stigma (botany); Psychological intervention; Mental health; Social stigma; Intervention (counseling); Psychology; Qualitative research; Medicine; Psychiatry; Environmental health; Clinical psychology; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.10626052003573584,"score_gpt":0.518564782235917,"score_spread":0.4123042622001811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548398896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744386,0.0004337614,0.00040118396,0.0022393672,0.0011831934,0.001759261,0.000011973866,0.000052265405,0.01948041],"genre_scores_gemma":[0.99728614,0.000034524124,0.001732243,0.00033038005,0.000058788093,0.0003686332,0.000064319516,0.000017908686,0.000107076325],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.995319,0.0024275328,0.00072864944,0.00051839853,0.0005753859,0.0004310286],"domain_scores_gemma":[0.9987225,0.00033006925,0.00020233837,0.0004430397,0.000056043427,0.0002460273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00476663,0.0002336768,0.00054596993,0.00027393718,0.00007855668,0.0000034642815,0.00030908574,0.00023907004,0.002500002],"category_scores_gemma":[0.00020712445,0.00012814316,0.00005006801,0.0006041098,0.0002555201,0.000097674136,0.00004365273,0.00018936022,0.00006031513],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036320253,0.0022525366,0.025420282,0.000010949809,0.000047714697,0.000004460539,0.0026402697,0.0000014209265,0.002110364,0.0006760745,0.00047311714,0.9659996],"study_design_scores_gemma":[0.010110498,0.0031992183,0.97552234,0.00015789644,0.00008881806,0.0000224605,0.0029569725,0.0001157026,0.00013216274,0.007433484,0.00006434554,0.00019608586],"about_ca_topic_score_codex":0.00024111364,"about_ca_topic_score_gemma":0.00005301625,"teacher_disagreement_score":0.9658035,"about_ca_system_score_codex":0.00013567311,"about_ca_system_score_gemma":0.0000043383006,"threshold_uncertainty_score":0.99841183},"labels":[],"label_agreement":null},{"id":"W2550706702","doi":"","title":"Health service utilization among demented individuals with or without mood disorders in Canada","year":2015,"lang":"en","type":"dissertation","venue":"e-scholar@UOIT (University of Ontario Institute of Technology)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Mood disorders; Mood; Gerontology; Psychiatry; Psychology; Medicine; Clinical psychology; Anxiety; Disease; Internal medicine","score_opus":0.02582375600878796,"score_gpt":0.28945826634174726,"score_spread":0.2636345103329593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550706702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890648,0.0002509205,0.0000056054587,0.000431426,0.0006233945,0.0015249362,0.00013975221,0.00006315183,0.007895995],"genre_scores_gemma":[0.9771034,0.00010388395,0.014481394,0.00006568451,0.000008817994,0.000016897839,0.0030976415,0.000044214725,0.005078074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978331,0.000024366285,0.0005094205,0.0006295213,0.0005052402,0.0004983716],"domain_scores_gemma":[0.99788344,0.0000025646002,0.0011321848,0.0005717434,0.0002444705,0.00016558818],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030409638,0.00040884185,0.00096971064,0.00084462465,0.0003586723,0.00001112767,0.00086272846,0.000575607,0.0005975632],"category_scores_gemma":[0.000014100211,0.0004300851,0.000053629166,0.0013813294,0.00010195811,0.0006552595,0.00010525801,0.0011111865,0.000011281455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002370403,0.00097403367,0.7982241,0.0009935778,0.00083505356,0.00007434149,0.014699507,0.000047186088,0.0000050865165,0.00036197453,0.0012678786,0.18014686],"study_design_scores_gemma":[0.0068822,0.0007368982,0.7736067,0.0011674182,0.00023870573,0.000007967946,0.028121423,0.000014185005,0.000037383605,0.00016491146,0.18848905,0.0005331163],"about_ca_topic_score_codex":0.99115527,"about_ca_topic_score_gemma":0.9999584,"teacher_disagreement_score":0.18722117,"about_ca_system_score_codex":0.0033343162,"about_ca_system_score_gemma":0.006878977,"threshold_uncertainty_score":0.9998151},"labels":[],"label_agreement":null},{"id":"W2551797356","doi":"10.1192/bjp.bp.116.193862","title":"Feasibility, acceptability and clinical utility of the Cultural Formulation Interview: Mixed-methods results from the DSM-5 international field trial","year":2017,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; McGill University; University of Toronto; Jewish General Hospital","funders":"National Institute on Minority Health and Health Disparities; National Institute of Mental Health; Department of Psychiatry, University of Toronto; Department of Psychiatry, Columbia University; University of California, San Francisco; University College London; University of Toronto; Jewish General Hospital; Dr. Ram Manohar Lohia Hospital; University of California, Davis; Liga Portuguesa Contra o Cancro; GGZ Drenthe; University of Minnesota; McGill University; Universität Basel; Universiteit van Amsterdam; Yale University; New York State Office of Mental Health","keywords":"Debriefing; Likert scale; Medicine; Clinical trial; Clinical psychology; Qualitative property; DSM-5; Qualitative research; Psychology; Medical education","score_opus":0.11897368880325075,"score_gpt":0.5027634006877464,"score_spread":0.3837897118844956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551797356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95839065,0.0013190578,0.000102258244,0.019246783,0.017748512,0.00052851695,0.000113774855,0.0000043005875,0.0025461589],"genre_scores_gemma":[0.9965479,0.00021569613,0.0010679082,0.000462446,0.0015644114,0.000004063106,0.0000062118993,0.0000061384962,0.0001252241],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99627453,0.0017808496,0.0012990914,0.00021976944,0.00027580283,0.00014992803],"domain_scores_gemma":[0.9961885,0.0012134402,0.0016474295,0.00073407794,0.00015282145,0.00006373103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006105765,0.00011317096,0.00030317492,0.00001004934,0.0009181867,0.0002814916,0.0013617314,0.00013306327,0.00041898203],"category_scores_gemma":[0.0013177335,0.000058762573,0.00038354113,0.00003829296,0.00033241737,0.00028693746,0.00029785692,0.0006907296,0.000002242172],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012151595,0.00054208306,0.367955,0.000009594791,0.00018396605,0.000001560475,0.0004065881,8.415143e-8,9.672117e-7,0.0001501193,0.018108567,0.60048985],"study_design_scores_gemma":[0.014611252,0.00027176627,0.9688038,0.00013959261,0.000103176346,0.00006870023,0.00084166136,0.000020951324,0.000014778009,0.014172413,0.0008955587,0.000056342884],"about_ca_topic_score_codex":0.0025176234,"about_ca_topic_score_gemma":0.0037235273,"teacher_disagreement_score":0.6008488,"about_ca_system_score_codex":0.000023518012,"about_ca_system_score_gemma":0.000054612272,"threshold_uncertainty_score":0.70620424},"labels":[],"label_agreement":null},{"id":"W2552785734","doi":"10.1177/0706743716675855","title":"Psychometric Evaluation of the Mental Health Continuum–Short Form in French Canadian Young Adults","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychometrics; Psychology; Short Forms; Psychiatry; Clinical psychology; Medicine","score_opus":0.032958412602430716,"score_gpt":0.34489387973436153,"score_spread":0.3119354671319308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552785734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93424547,0.0046892418,0.0000016265396,0.04400476,0.008535359,0.00079130253,0.000117164775,0.0000019741994,0.007613132],"genre_scores_gemma":[0.9982985,0.00003630867,0.000046515608,0.0008404899,0.0002816797,0.000015621285,0.0000040801606,0.00001673478,0.00046003197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976962,0.00033204854,0.0007591438,0.0001574033,0.00046886317,0.00058629847],"domain_scores_gemma":[0.9983096,0.000035464534,0.00047424526,0.0003737534,0.00017848595,0.00062841136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023790258,0.0001528488,0.0002576351,0.00073732494,0.00040828146,0.000022311822,0.0006093809,0.00009734457,0.0010666766],"category_scores_gemma":[0.00003822314,0.00007842097,0.00013081018,0.0007742319,0.000117824326,0.00012734477,0.000008025455,0.00025754023,0.00002131985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040755367,0.000050169765,0.8844833,0.00001201913,0.000056619185,0.0000012086942,0.0021089024,4.455861e-7,0.0000012530954,0.0009795772,0.03505964,0.077206135],"study_design_scores_gemma":[0.0022981623,0.0002183606,0.991116,0.0003920785,0.000035686127,0.000102564074,0.00087143964,0.000003607826,0.000006750404,0.002944739,0.0019168238,0.00009382209],"about_ca_topic_score_codex":0.80594105,"about_ca_topic_score_gemma":0.9991568,"teacher_disagreement_score":0.1932157,"about_ca_system_score_codex":0.0014545243,"about_ca_system_score_gemma":0.0045508193,"threshold_uncertainty_score":0.99984646},"labels":[],"label_agreement":null},{"id":"W2552875496","doi":"10.5430/ijhe.v6n1p48","title":"The Development, Validity, and Reliability of the Barriers to Seeking Psychological Help Scale for College Students","year":2016,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Scale (ratio); Confirmatory factor analysis; Convergent validity; Exploratory factor analysis; Reliability (semiconductor); Incremental validity; Sample (material); Predictive validity; Clinical psychology; Construct validity; Social psychology; Validity; Applied psychology; Internal consistency; Psychometrics; Structural equation modeling; Statistics","score_opus":0.04600829486700426,"score_gpt":0.4535885594382094,"score_spread":0.40758026457120516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552875496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98060966,0.0000617784,0.000107433276,0.0118685495,0.006457699,0.00029174553,0.000012962285,0.000002300115,0.0005878892],"genre_scores_gemma":[0.9939606,0.000009491206,0.00044687037,0.00045470716,0.00029635907,0.00004534221,7.7804043e-7,0.000004966866,0.0047808625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989968,0.00009736744,0.00038653123,0.0001077836,0.00031321598,0.000098334036],"domain_scores_gemma":[0.9988888,0.00028841523,0.0003060449,0.00010719057,0.00031821238,0.00009137531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005756553,0.00006269977,0.00008561833,0.000047193975,0.0001499716,0.000024125138,0.00046762198,0.00003603802,0.000195803],"category_scores_gemma":[0.00008541097,0.000028320257,0.000048151363,0.00005498488,0.000055413053,0.000083777835,0.000057061636,0.000049584636,0.000005009875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060230173,0.000510068,0.95038736,0.0000073837673,0.000059666334,4.341172e-7,0.001130059,3.231779e-7,0.00043796218,0.0016317862,0.016179431,0.029053198],"study_design_scores_gemma":[0.0007092151,0.00011498788,0.96079063,0.00008281805,0.000011852921,0.000011984943,0.00030589697,1.00251455e-7,0.00061557343,0.0026968408,0.034621485,0.000038638016],"about_ca_topic_score_codex":0.000006820466,"about_ca_topic_score_gemma":0.000008399978,"teacher_disagreement_score":0.02901456,"about_ca_system_score_codex":0.00015058606,"about_ca_system_score_gemma":0.00007833667,"threshold_uncertainty_score":0.21439056},"labels":[],"label_agreement":null},{"id":"W2552943083","doi":"10.7870/cjcmh-2016-043","title":"The Representation of Depression in Canadian Print News","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Newspaper; Depression (economics); Representation (politics); Mental illness; Print media; Sample (material); Dissemination; Mental health; Psychology; Medicine; Psychiatry; Media studies; Political science; Sociology; Politics","score_opus":0.078678598672452,"score_gpt":0.4202498920089244,"score_spread":0.3415712933364724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552943083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773073,0.0015887395,0.0000046254804,0.01585137,0.00084412243,0.00036378152,0.00004533546,0.0000019706329,0.003992726],"genre_scores_gemma":[0.9987861,0.00021776276,0.000021179383,0.0006048549,0.00003858598,0.0000062455,0.000008315073,0.0000104974715,0.0003064813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974612,0.0011365773,0.0006617322,0.00006097157,0.00013804762,0.0005414522],"domain_scores_gemma":[0.9977597,0.00025786323,0.0004337082,0.0003565204,0.000060634105,0.0011315552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012954329,0.000097255535,0.00023313225,0.0003318619,0.0008389978,0.000016294356,0.0004627706,0.00005805161,0.00024546526],"category_scores_gemma":[0.000050409624,0.00005926618,0.000057911097,0.00021589025,0.00010375287,0.00013378265,0.000018974712,0.0003536138,0.000014207094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015858415,0.00009886872,0.5965304,0.000029399665,0.000030834763,0.000024844841,0.012895594,0.0000010320155,0.000032074753,0.0017323734,0.007831633,0.3806344],"study_design_scores_gemma":[0.0022124434,0.00052250444,0.9596727,0.0005202777,0.0000054738853,0.00011201038,0.012666741,0.0000021106953,0.00032057447,0.0011334114,0.02272675,0.00010500897],"about_ca_topic_score_codex":0.9707206,"about_ca_topic_score_gemma":0.996036,"teacher_disagreement_score":0.3805294,"about_ca_system_score_codex":0.0015302917,"about_ca_system_score_gemma":0.0016162005,"threshold_uncertainty_score":0.64529777},"labels":[],"label_agreement":null},{"id":"W2553546118","doi":"10.4018/978-1-5225-3168-5.ch020","title":"Human Resources for Mental Health in Low and Middle Income Countries","year":2017,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Low and middle income countries; Mental health; Development economics; Socioeconomics; Economic growth; Business; Environmental health; Geography; Natural resource economics; Economics; Developing country; Psychology; Medicine; Psychiatry","score_opus":0.0416544983644391,"score_gpt":0.36306658300434885,"score_spread":0.3214120846399098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553546118","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028047308,0.003725601,5.844372e-7,0.00069761334,0.0008166083,0.0020389215,0.0015743843,0.00005548106,0.9630435],"genre_scores_gemma":[0.49858055,0.000051273637,0.00008704249,0.0018640617,0.0005097337,0.0002203197,0.00008497919,0.00008621837,0.4985158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982702,0.000027270718,0.00049525517,0.0005395142,0.00016618927,0.0005015312],"domain_scores_gemma":[0.9988522,0.000030124183,0.00046605256,0.0004392071,0.000023052893,0.00018939406],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020878477,0.00038526,0.0006215519,0.000089455105,0.00063448236,0.000104894796,0.00029183386,0.00033374934,0.00011645874],"category_scores_gemma":[0.0000022005538,0.00036684546,0.00009251114,0.0000039841907,0.00022498057,0.00004537826,0.0001158309,0.00018004578,0.000066984256],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032377758,0.000040655646,0.0013838208,0.00079117983,0.00010048017,0.00003506472,0.0010843432,1.708929e-8,1.4490885e-7,0.98752105,0.0039060086,0.0048134807],"study_design_scores_gemma":[0.011690407,0.0024643417,0.02015159,0.009931636,0.00010195183,0.000109723675,0.0002870827,0.0000024023832,0.000006321962,0.45533946,0.4983821,0.0015329751],"about_ca_topic_score_codex":0.0015213515,"about_ca_topic_score_gemma":0.003915862,"teacher_disagreement_score":0.53218156,"about_ca_system_score_codex":0.00039657988,"about_ca_system_score_gemma":0.000054783224,"threshold_uncertainty_score":0.99987835},"labels":[],"label_agreement":null},{"id":"W2553979899","doi":"10.36834/cmej.36637","title":"Attitudes of Canadian psychiatry residents if mentally ill: awareness, barriers to disclosure, and help-seeking preferences","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mental illness; Mentally ill; Psychiatry; Stigma (botany); Help-seeking; Context (archaeology); Self-disclosure; Medicine; Psychology; Mental health; Clinical psychology; Social psychology","score_opus":0.023318103406033307,"score_gpt":0.3618444306849842,"score_spread":0.3385263272789509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553979899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92408246,0.0010574386,0.000008059288,0.064238705,0.00490893,0.00025316465,0.00005333136,0.0000062568292,0.005391634],"genre_scores_gemma":[0.98624766,0.000203686,0.00015556884,0.011708312,0.0005415524,0.00003371938,0.000009765628,0.000015609516,0.0010841311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983252,0.00012876655,0.0004102605,0.0002411779,0.00038933958,0.0005052383],"domain_scores_gemma":[0.9858887,0.0000434541,0.00012532868,0.00016389583,0.00012755925,0.013651031],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044645715,0.0001407325,0.0001836404,0.0008234264,0.00047326417,0.000053678443,0.00032352243,0.00014960067,0.03298758],"category_scores_gemma":[0.0008773925,0.00010069106,0.000036046367,0.00029610682,0.00012499395,0.00015718154,0.000014325508,0.00018424462,0.00005756253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016987211,0.000045171193,0.8369866,0.00002373854,0.000047201833,0.000014770696,0.0009067511,4.293744e-8,0.0000036739634,0.0012746514,0.08431689,0.07636354],"study_design_scores_gemma":[0.00059087283,0.00011895734,0.96588886,0.0007797371,0.000022998247,0.00018763322,0.0028214974,4.5564522e-7,0.000007267253,0.0007497982,0.028670006,0.00016190391],"about_ca_topic_score_codex":0.6668783,"about_ca_topic_score_gemma":0.9439003,"teacher_disagreement_score":0.27702203,"about_ca_system_score_codex":0.00041368254,"about_ca_system_score_gemma":0.026264124,"threshold_uncertainty_score":0.97925603},"labels":[],"label_agreement":null},{"id":"W2560304114","doi":"10.1177/1049732316679372","title":"Initiation of Addiction Treatment and Access to Services: Young Adults’ Accounts of Their Help-Seeking Experiences","year":2016,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; Université de Sherbrooke","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Université de Montréal","keywords":"Addiction; Psychology; Help-seeking; Qualitative research; Psychiatry; Mental health; Sociology","score_opus":0.40094746284994714,"score_gpt":0.603445791139382,"score_spread":0.20249832828943487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560304114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99386466,0.0012034317,0.00011186531,0.0017149623,0.00020284412,0.0014376726,0.0001989318,0.000016766378,0.001248873],"genre_scores_gemma":[0.9979534,0.0005466254,0.000085548905,0.00014732235,0.00006471811,0.0009592689,0.000026333355,0.000014680394,0.00020209234],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9960754,0.0019449381,0.0006125112,0.00040538248,0.00044639513,0.0005153857],"domain_scores_gemma":[0.9973184,0.001518245,0.00030408677,0.00025027696,0.00038933486,0.00021965854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024472477,0.00014519124,0.00034103196,0.00040861173,0.00028513488,0.000024420331,0.00021930115,0.00007353849,0.00042235467],"category_scores_gemma":[0.000056590907,0.000089252186,0.00003303169,0.000525945,0.00018554603,0.00039633046,0.000085951586,0.000079724196,0.000030027279],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012092901,0.00040103914,0.019095317,0.00048898463,0.000053121017,0.0000010582886,0.78675634,5.897427e-8,0.00026572132,0.0009559647,0.0001960894,0.19057705],"study_design_scores_gemma":[0.0029915255,0.005631879,0.14254503,0.0016209163,0.0000047410444,0.0000023684577,0.84112465,0.000013811174,0.0045714783,0.0007876212,0.0005488458,0.0001571492],"about_ca_topic_score_codex":0.009561726,"about_ca_topic_score_gemma":0.0015836672,"teacher_disagreement_score":0.1904199,"about_ca_system_score_codex":0.00034354653,"about_ca_system_score_gemma":0.00011443558,"threshold_uncertainty_score":0.9970337},"labels":[],"label_agreement":null},{"id":"W2560685534","doi":"10.7717/peerj.2783","title":"The effects of the gender-culture interaction on self-reports of depressive symptoms: cross-cultural study among Egyptians and Canadians","year":2016,"lang":"en","type":"article","venue":"PeerJ","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; Toronto Metropolitan University","funders":"","keywords":"Depression (economics); Beck Depression Inventory; Cognition; Clinical psychology; Psychology; Depressive symptoms; Affect (linguistics); Psychiatry; Anxiety","score_opus":0.011997533077546871,"score_gpt":0.3537822781673823,"score_spread":0.3417847450898354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560685534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494404,0.00030492625,6.8244293e-7,0.00013237941,0.00106302,0.00081833877,0.000010107749,0.000015401589,0.002711134],"genre_scores_gemma":[0.9974697,0.000013981248,9.1144096e-7,0.000044619574,0.000042355652,0.00009877539,0.0000016042251,0.000008655221,0.0023193664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991022,0.00013030274,0.00022583378,0.00019985026,0.00015781056,0.00018404925],"domain_scores_gemma":[0.9990627,0.0002535092,0.00026175726,0.00029375023,0.00007842398,0.000049812654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000992845,0.000114968,0.0001394501,0.00002080039,0.00025437068,0.000023803412,0.00012058073,0.00005834928,0.000026554488],"category_scores_gemma":[0.00005540674,0.000045563098,0.000050261035,0.000060954608,0.00013279793,0.000107815904,0.00003331662,0.000085845844,0.0000029503456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006520182,0.0002803976,0.97369283,0.00005240031,0.0002579714,0.000034660727,0.012953265,6.652849e-7,0.00050335116,0.0001255346,0.000991224,0.011042499],"study_design_scores_gemma":[0.00086189253,0.00033316953,0.99416935,0.000079719066,0.000078179226,0.000019712288,0.0014123863,0.0000010479642,0.0025353814,0.000059795937,0.00038795438,0.00006139979],"about_ca_topic_score_codex":0.006511895,"about_ca_topic_score_gemma":0.004774694,"teacher_disagreement_score":0.020476531,"about_ca_system_score_codex":0.00006944763,"about_ca_system_score_gemma":0.000011968451,"threshold_uncertainty_score":0.9844081},"labels":[],"label_agreement":null},{"id":"W2562198346","doi":"10.5206/cjsotl-rcacea.2016.2.2","title":"Acknowledge the Barriers to Better the Practices: Support for Student Mental Health in Higher Education","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Mental health; Stigma (botany); Psychology; Intervention (counseling); Medical education; Pedagogy; Political science; Public relations; Medicine; Psychiatry","score_opus":0.09320202261912332,"score_gpt":0.4451821208501402,"score_spread":0.3519800982310169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562198346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6829634,0.0016508758,0.000026654934,0.31117937,0.0020212294,0.0011634877,0.000016086382,0.0000047143412,0.0009742199],"genre_scores_gemma":[0.9744875,0.000018099363,0.000067621346,0.007417221,0.00046618236,0.00012047237,0.0000033711947,0.000019297022,0.017400272],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770373,0.0013340377,0.0002835375,0.00014241762,0.00012256531,0.00041372422],"domain_scores_gemma":[0.9977105,0.0013091931,0.0003972162,0.00020589416,0.000046441124,0.00033071052],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009629554,0.00011404039,0.00012872803,0.00008564547,0.0057477094,0.00021404293,0.0005206813,0.000043760876,0.00037841286],"category_scores_gemma":[0.0006906558,0.000042750948,0.00006852169,0.00006927381,0.000087955785,0.00017944296,0.000022833767,0.001054309,0.000011184171],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041717183,0.00007723894,0.15092942,0.000047468602,0.0002926206,0.0000014918021,0.10345648,0.000017959504,0.000053660748,0.011112801,0.04115742,0.6924363],"study_design_scores_gemma":[0.0010654554,0.00046588675,0.17408657,0.0002374772,0.00005900936,0.00005496759,0.022058696,0.000003962887,0.0000057151465,0.0012506159,0.8005983,0.00011328821],"about_ca_topic_score_codex":0.005202407,"about_ca_topic_score_gemma":0.019104987,"teacher_disagreement_score":0.75944096,"about_ca_system_score_codex":0.00027905294,"about_ca_system_score_gemma":0.00046373004,"threshold_uncertainty_score":0.9987938},"labels":[],"label_agreement":null},{"id":"W2563274765","doi":"10.35502/jcswb.24","title":"Describing the not criminally responsible population in Alberta’s history: Sociodemographic, mental health, and criminological profiles","year":2016,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Alberta; Alberta Health Services","funders":"","keywords":"Homicide; Mental health; Population; Demography; Psychology; Psychiatry; Suicide prevention; Poison control; Medicine; Environmental health; Sociology","score_opus":0.10316366598254478,"score_gpt":0.3379880725486343,"score_spread":0.2348244065660895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563274765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95633626,0.001549225,0.000035641744,0.03943733,0.0002952454,0.00023009178,0.000001470702,0.000007648989,0.0021071055],"genre_scores_gemma":[0.9957249,0.0016070029,0.00017176403,0.0021522555,0.000050587623,0.000003896461,0.000005208264,0.000010148007,0.0002742054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971424,0.0017111175,0.0006071339,0.00010025541,0.00016065985,0.0002784597],"domain_scores_gemma":[0.9981028,0.0011030347,0.00040444746,0.00019944445,0.000033372038,0.00015689018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002084429,0.00014366959,0.0003037125,0.00018071684,0.0008169017,0.000021312631,0.00022912762,0.000104131985,0.00010713069],"category_scores_gemma":[0.00008391616,0.000082672595,0.00006413356,0.00006884181,0.00018099824,0.00027101787,0.000104047336,0.0005860633,0.0000027854198],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010699105,0.00089647376,0.40095544,0.00020051267,0.00017360237,0.000039320916,0.14545755,0.0000012770771,0.0005860391,0.073608376,0.002742349,0.36463997],"study_design_scores_gemma":[0.0037116623,0.0013311916,0.9651545,0.00084986805,0.00004739666,0.0003442663,0.01337814,0.000011696728,0.00008209114,0.008482968,0.006387487,0.00021867776],"about_ca_topic_score_codex":0.003413148,"about_ca_topic_score_gemma":0.00116309,"teacher_disagreement_score":0.5641991,"about_ca_system_score_codex":0.0002757812,"about_ca_system_score_gemma":0.00006088007,"threshold_uncertainty_score":0.628303},"labels":[],"label_agreement":null},{"id":"W2563441254","doi":"10.1001/jama.2016.19102","title":"Effect of a Primary Care–Based Psychological Intervention on Symptoms of Common Mental Disorders in Zimbabwe","year":2016,"lang":"en","type":"article","venue":"JAMA","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":485,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Grand Challenges Canada; London School of Hygiene and Tropical Medicine","keywords":"Medicine; Mental health; Randomized controlled trial; Anxiety; Psychological intervention; Depression (economics); Intervention (counseling); Interquartile range; Peer support; Psychiatry; Internal medicine","score_opus":0.015602226433353348,"score_gpt":0.3750754909461934,"score_spread":0.35947326451284006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563441254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830118,0.00018539047,0.000009649467,0.0002368587,0.00036796372,0.0006526746,0.000038259954,0.000017006403,0.0154803945],"genre_scores_gemma":[0.99957603,0.000006624583,0.000009924343,0.00009033657,0.000019493978,0.000106684936,0.000053375534,0.000009925954,0.00012762295],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99876845,0.00037552434,0.00032917722,0.00021513895,0.00013628826,0.00017540882],"domain_scores_gemma":[0.99930483,0.00027522526,0.00015590318,0.00021813935,0.0000091235515,0.000036779893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024763122,0.00011949959,0.00027367027,0.00012200283,0.000019837786,0.0000029923826,0.00013844391,0.00011257005,0.0004122865],"category_scores_gemma":[0.000008607404,0.000071936825,0.00011985879,0.00010229292,0.00007740805,0.00005009469,0.000024238627,0.0000766543,0.00004339441],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033990017,0.0013080722,0.19571999,0.00022782478,0.000017690401,0.0000035745147,0.00022362467,2.0087015e-7,0.00048810887,0.0001646978,0.00015769026,0.79828954],"study_design_scores_gemma":[0.022744073,0.01296234,0.9541187,0.0008846469,0.000020754553,0.0000012356987,0.00007434089,0.0000037240138,0.00875593,0.00010589634,0.00021071619,0.00011760946],"about_ca_topic_score_codex":0.00018095037,"about_ca_topic_score_gemma":0.000087499466,"teacher_disagreement_score":0.79817194,"about_ca_system_score_codex":0.00012503183,"about_ca_system_score_gemma":0.0000025931552,"threshold_uncertainty_score":0.4514248},"labels":[],"label_agreement":null},{"id":"W2564801907","doi":"10.1111/jocn.13695","title":"Primary care nursing activities with patients affected by physical chronic disease and common mental disorders: a qualitative descriptive study","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi; Université Laval; Université de Sherbrooke","funders":"Ministère de l'Enseignement Supérieur et de la Recherche Scientifique","keywords":"Medicine; Mental health; Nursing; Disease; Anxiety; Family medicine; Qualitative research; Psychiatry","score_opus":0.04568939078600645,"score_gpt":0.4837525380177621,"score_spread":0.43806314723175566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564801907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960424,0.0011183019,0.00007432561,0.00053362193,0.000897868,0.0007686069,0.000057867903,0.0000139413005,0.0004931064],"genre_scores_gemma":[0.99947405,0.000034440087,0.00005842807,0.000040735682,0.0002851955,0.000013831601,0.000014808522,0.000027319766,0.000051220693],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99714744,0.001184254,0.0006646314,0.0002888765,0.00040149686,0.00031332433],"domain_scores_gemma":[0.9979781,0.00078961666,0.0006853768,0.00013440926,0.00007692063,0.00033561207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003131963,0.00022177122,0.0006270667,0.00007406376,0.00021620218,0.000035244706,0.00012485718,0.000060281083,0.00001918703],"category_scores_gemma":[0.000034353274,0.00012943712,0.00013224002,0.000090655994,0.00051531504,0.0004032052,0.000017956441,0.00030007126,0.000002856566],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009448403,0.014560972,0.18218179,0.000053190997,0.00035018643,0.000024634082,0.09975143,1.1024723e-7,0.000037247737,0.00004744558,0.000645325,0.6928993],"study_design_scores_gemma":[0.017801598,0.01775058,0.86099863,0.0034564151,0.00046404256,0.000005268473,0.09835234,0.0000042979877,0.00002912556,0.0008458417,0.000029551305,0.00026227566],"about_ca_topic_score_codex":0.000018196526,"about_ca_topic_score_gemma":0.000016803393,"teacher_disagreement_score":0.69263697,"about_ca_system_score_codex":0.00067443453,"about_ca_system_score_gemma":0.0000832552,"threshold_uncertainty_score":0.52782923},"labels":[],"label_agreement":null},{"id":"W2566490212","doi":"10.1186/s13033-016-0113-3","title":"Promoting wellbeing and improving access to mental health care through community champions in rural India: the Atmiyata intervention approach","year":2017,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Public health; General partnership; Intervention (counseling); Nursing; Referral; Medicine; Psychology; Psychiatry; Political science","score_opus":0.07100134438854822,"score_gpt":0.45619452445782593,"score_spread":0.3851931800692777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566490212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97115886,0.0044322386,0.00017525094,0.015448375,0.0060844743,0.0019135452,0.000120219134,0.000013852287,0.00065315806],"genre_scores_gemma":[0.99797565,0.00015586347,0.00014813596,0.0010004428,0.00044397163,0.00007513789,0.00010432158,0.000023289898,0.00007317018],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9966034,0.00089234015,0.0012809992,0.00020672443,0.0005726141,0.00044391048],"domain_scores_gemma":[0.9972017,0.00008430283,0.0020238291,0.0003467416,0.00011592129,0.00022750087],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023678376,0.00021552977,0.00043405298,0.00020317695,0.0018398142,0.00053468574,0.0014125209,0.00006956064,0.000013857216],"category_scores_gemma":[0.00003124052,0.00016176283,0.000101721205,0.00007994158,0.00008468544,0.00096211623,0.00058160286,0.0006612947,0.0000053348567],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012771133,0.0027682835,0.2356897,0.0019237603,0.0005129813,0.000051239924,0.43756875,0.00001856698,0.00006109381,0.001776606,0.004479425,0.3138725],"study_design_scores_gemma":[0.014423914,0.0036450108,0.6125675,0.010439601,0.000026508184,0.0021019536,0.3498865,0.00073380047,0.00008865994,0.00015282432,0.0053399038,0.000593862],"about_ca_topic_score_codex":0.031697348,"about_ca_topic_score_gemma":0.001464024,"teacher_disagreement_score":0.37687775,"about_ca_system_score_codex":0.0013832079,"about_ca_system_score_gemma":0.00010618913,"threshold_uncertainty_score":0.9994597},"labels":[],"label_agreement":null},{"id":"W2568099925","doi":"10.1177/1363461516679056","title":"Policy, power, stigma and silence: Exploring the complexities of a primary mental health care model in a rural South African setting","year":2016,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Global mental health; Multidisciplinary approach; Stigma (botany); Mental distress; Health policy; Medicine; Sociology; Psychology; Economic growth; Nursing; Public health; Psychiatry; Social science","score_opus":0.04701081685307106,"score_gpt":0.33662067751069213,"score_spread":0.28960986065762107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2568099925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978468,0.003162205,0.000017986935,0.013752677,0.00048915565,0.0006883369,0.00028511186,0.00004335669,0.003093183],"genre_scores_gemma":[0.99848175,0.00009864737,0.00041972334,0.0005452159,0.00010824329,0.00010769018,0.00002475357,0.000018459796,0.00019551755],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99847335,0.00012587682,0.0004398277,0.00027106568,0.00020347278,0.00048643796],"domain_scores_gemma":[0.9994887,0.000035526427,0.00014029173,0.00020388249,0.000018970382,0.00011260303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013585844,0.00022293319,0.00031194653,0.00009549402,0.00030158603,0.000016876455,0.00020644571,0.000047166384,0.000046330293],"category_scores_gemma":[0.0000016448424,0.00011702204,0.00009423279,0.00017663413,0.00019962068,0.00020466116,0.000027350767,0.0001383102,0.0000048886623],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013643452,0.00037754633,0.11046707,0.00084497314,0.00014633058,0.0000021321864,0.767363,0.000009857563,0.0006870806,0.028198086,0.0010211738,0.089518376],"study_design_scores_gemma":[0.0065725986,0.0006055006,0.5911964,0.0009733917,0.000026793372,0.00003052361,0.39785007,0.000023883025,0.00005199837,0.00218642,0.000051787123,0.00043059108],"about_ca_topic_score_codex":0.0014868724,"about_ca_topic_score_gemma":0.0006130363,"teacher_disagreement_score":0.48072937,"about_ca_system_score_codex":0.0001392187,"about_ca_system_score_gemma":0.000089490415,"threshold_uncertainty_score":0.47720203},"labels":[],"label_agreement":null},{"id":"W2569218236","doi":"10.1186/s12913-016-1953-x","title":"Cultural adaptations to augment health and mental health services: a systematic review","year":2017,"lang":"en","type":"review","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Augment; Nursing research; Health informatics; Health administration; Medicine; Public health; Mental health; Nursing; Psychiatry; Linguistics","score_opus":0.3494152371427038,"score_gpt":0.6148779562226868,"score_spread":0.26546271907998303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2569218236","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014865815,0.9550692,0.0000038778794,0.0034682835,0.00082100567,0.03894897,0.0009099178,0.00012877771,0.0006351121],"genre_scores_gemma":[0.000013214873,0.9696232,0.0004434762,0.012982204,0.0003134573,0.009162316,0.0033663,0.00015948254,0.003936358],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9808462,0.008106912,0.004044451,0.0019667181,0.0019256967,0.0031099902],"domain_scores_gemma":[0.9896858,0.00064195174,0.002987963,0.0026300515,0.0003333866,0.0037208782],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009111557,0.0011063103,0.0067886338,0.0009098095,0.0046109334,0.0005255161,0.0022331271,0.00035122226,0.0002700493],"category_scores_gemma":[0.000020217205,0.0008109763,0.00045734074,0.0011877477,0.00012781714,0.00038504868,0.0008855643,0.0012887346,0.0024271612],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002643343,0.0002572161,0.000015044764,0.79657084,0.00015623093,0.000006040835,0.009063632,1.9614458e-8,1.6262842e-9,0.00022608104,0.0016841382,0.19199432],"study_design_scores_gemma":[0.00041926,0.00082794135,0.000043193042,0.5640414,0.000066111024,0.00007181263,0.0058266446,0.0000051560855,2.4787774e-9,0.0000071285604,0.42839214,0.0002992338],"about_ca_topic_score_codex":0.017105341,"about_ca_topic_score_gemma":0.008394002,"teacher_disagreement_score":0.426708,"about_ca_system_score_codex":0.0030283255,"about_ca_system_score_gemma":0.0034947298,"threshold_uncertainty_score":0.9994341},"labels":[],"label_agreement":null},{"id":"W2569736318","doi":"10.1177/0706743716669084","title":"New Government, New Opportunity, and an Old Problem with Access to Mental Health Care","year":2017,"lang":"en","type":"editorial","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; The Scarborough Hospital; University of Toronto","funders":"","keywords":"Government (linguistics); Mental health; Psychology; Psychiatry; Mental health care; Medicine; Gerontology","score_opus":0.03531533935414947,"score_gpt":0.37671570531715454,"score_spread":0.34140036596300505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2569736318","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024403755,0.008915011,0.000012105039,0.07408362,0.8993344,0.0016621378,0.0011581031,0.000013904227,0.0123804],"genre_scores_gemma":[0.00395869,0.00027052875,0.003503079,0.005859897,0.95816535,0.000022475251,0.00028126358,0.00019866391,0.027740043],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971522,0.00019091049,0.0006493376,0.0004064937,0.0008418204,0.00075920013],"domain_scores_gemma":[0.99276197,0.00004654869,0.0014495715,0.0007647775,0.0001082292,0.0048689004],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005184513,0.00045278363,0.0006398753,0.00018891876,0.0014179408,0.00074855896,0.0018019221,0.00036034588,0.0007476451],"category_scores_gemma":[0.000018643095,0.00030837773,0.00009816909,0.000107774824,0.00009236269,0.00041899772,0.00007299521,0.0011489248,0.000017305832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037695537,0.00003240118,0.0076490957,0.000107628766,0.0002098807,0.000048236292,0.0036549068,4.137267e-7,2.557777e-8,0.0005309665,0.95889354,0.028495926],"study_design_scores_gemma":[0.0026788232,0.0027056416,0.0046171043,0.000923756,0.00016418037,0.00012538697,0.0018916406,5.6942586e-8,3.888159e-7,0.0009903159,0.9855296,0.00037310203],"about_ca_topic_score_codex":0.34005195,"about_ca_topic_score_gemma":0.94304484,"teacher_disagreement_score":0.6029929,"about_ca_system_score_codex":0.0010665861,"about_ca_system_score_gemma":0.020595446,"threshold_uncertainty_score":0.9999368},"labels":[],"label_agreement":null},{"id":"W2570510592","doi":"10.1177/070674371005500209","title":"Book Review: Epidemiology, the WHO World Mental Health Surveys: Global Perspectives on the Epidemiology of Mental Disorders","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Epidemiology; Mental health; Psychiatric epidemiology; Psychiatry; Psychology; Medicine; Pathology","score_opus":0.04185252989416287,"score_gpt":0.3944611025521571,"score_spread":0.3526085726579942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570510592","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02069967,0.36069402,0.000005922837,0.60782564,0.0056956825,0.00086220494,0.00017384409,0.0000049460878,0.0040380717],"genre_scores_gemma":[0.6222109,0.026847845,0.000386703,0.34413728,0.0019720015,0.00008012597,0.000040686067,0.00006662243,0.004257813],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9921044,0.0054197256,0.0012496228,0.00027352644,0.00017025425,0.0007824607],"domain_scores_gemma":[0.9958654,0.0014001683,0.0014934414,0.0006830328,0.000063769905,0.00049416797],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0118645,0.00027873545,0.0007469603,0.000113555,0.0011677194,0.000008895113,0.001140096,0.00010875927,0.0035507074],"category_scores_gemma":[0.00034894835,0.00012987116,0.00037772037,0.00034547085,0.0011377981,0.000077846424,0.000030631305,0.0011411665,0.000056498804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006101241,0.00008277721,0.22250228,0.000030580184,0.00017978808,9.1275444e-7,0.0010484585,8.165101e-7,7.7039545e-8,0.08429174,0.68815535,0.0036462196],"study_design_scores_gemma":[0.0011512737,0.0009477479,0.69073164,0.00081380876,0.00009834026,0.0002551889,0.0060526235,0.0000057444004,5.391195e-7,0.02375088,0.27595314,0.00023903551],"about_ca_topic_score_codex":0.044465695,"about_ca_topic_score_gemma":0.6342306,"teacher_disagreement_score":0.60151124,"about_ca_system_score_codex":0.00032098015,"about_ca_system_score_gemma":0.0009245182,"threshold_uncertainty_score":0.99736017},"labels":[],"label_agreement":null},{"id":"W2572887680","doi":"10.1186/s12913-017-1992-y","title":"Building system capacity for the integration of mental health at the level of primary care in Tunisia: a study protocol in global mental health","year":2017,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; Université de Montréal; McGill University; Douglas Mental Health University Institute","funders":"Fonds de Recherche du Québec - Santé; Institut pour la Recherche en Santé Publique; Université de Montréal; Mitacs","keywords":"Health administration; Health informatics; Nursing research; Medicine; Mental health; Protocol (science); Public health; Health services research; Nursing; Health care; Environmental health; Psychiatry; Alternative medicine; Economic growth","score_opus":0.2999993140361816,"score_gpt":0.5681193781621066,"score_spread":0.268120064125925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2572887680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76706266,0.0012448566,0.00004144395,0.0028601894,0.00032780637,0.22698377,0.0010099945,0.000015429367,0.00045380907],"genre_scores_gemma":[0.9321977,0.00003414388,0.0005779557,0.00030062164,0.00006884356,0.06662036,0.00009244143,0.00002369703,0.00008423336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932549,0.0026355467,0.001414426,0.0005838462,0.00100013,0.0011111555],"domain_scores_gemma":[0.99703705,0.00037860172,0.001085255,0.0010984123,0.00017959744,0.00022105606],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008342414,0.00024357949,0.00072889595,0.00020361954,0.002383982,0.00006735168,0.0012063356,0.00009971309,0.000023193255],"category_scores_gemma":[0.000011794713,0.0001516545,0.000084625244,0.00045081534,0.00020867042,0.00019991375,0.00049852626,0.0004283525,0.00000670879],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008663053,0.00318555,0.66068596,0.04154751,0.00008101587,0.0000029977627,0.13025479,0.000008943214,0.000036796453,0.0028050293,0.0004561811,0.15227216],"study_design_scores_gemma":[0.00804435,0.0033104501,0.8551217,0.002485462,0.000002590755,0.000006576555,0.129622,0.00039648724,0.000043183805,0.000033624245,0.0008288146,0.0001047702],"about_ca_topic_score_codex":0.20627804,"about_ca_topic_score_gemma":0.3956605,"teacher_disagreement_score":0.19443572,"about_ca_system_score_codex":0.0060283463,"about_ca_system_score_gemma":0.0012290649,"threshold_uncertainty_score":0.9989148},"labels":[],"label_agreement":null},{"id":"W2573294470","doi":"10.1177/0706743716686919","title":"Impact of Skill-Based Approaches in Reducing Stigma in Primary Care Physicians: Results from a Double-Blind, Parallel-Cluster, Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; Island Health; University of Victoria; University of Calgary; Alberta Health Services; Mental Health Commission of Canada; Dalhousie University","funders":"","keywords":"Stigma (botany); Randomized controlled trial; Psychological intervention; Cluster randomised controlled trial; Mental health; Psychology; Clinical psychology; Intervention (counseling); Health care; Confidence interval; Cluster (spacecraft); Medicine; Psychiatry","score_opus":0.06033279566726093,"score_gpt":0.3568511112476166,"score_spread":0.2965183155803557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2573294470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98097533,0.0035059596,0.0000075436697,0.0037462502,0.0030016915,0.0036258248,0.00009469139,0.0000029094695,0.0050398223],"genre_scores_gemma":[0.99841225,0.00001456809,0.0004294107,0.00014132664,0.00072163536,0.00012726198,0.000048984384,0.000023896953,0.00008064126],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9966031,0.00085040636,0.0015921936,0.00024745555,0.0002443391,0.0004625442],"domain_scores_gemma":[0.9961925,0.0005453272,0.0022664922,0.0006678837,0.00007426168,0.00025353648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020755054,0.00026142664,0.0015748903,0.0004454516,0.00035201953,0.00010370792,0.0007743617,0.00017860626,0.00006931888],"category_scores_gemma":[0.00011728447,0.00016263493,0.00066794216,0.00013061336,0.000259324,0.00017356746,0.000014350875,0.00053436105,0.0000041732005],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9772445,0.0003126975,0.013411091,0.00002961369,0.00041611784,0.000039445295,0.0049451734,0.0007915932,6.2104874e-7,0.00019484748,0.0003366783,0.0022776274],"study_design_scores_gemma":[0.95073426,0.0003956387,0.045688007,0.00065071246,0.00018549772,0.0000044109734,0.0010191603,0.00010147278,0.0000018750358,0.0010745486,0.0000026977198,0.00014171521],"about_ca_topic_score_codex":0.26201385,"about_ca_topic_score_gemma":0.43992546,"teacher_disagreement_score":0.17791161,"about_ca_system_score_codex":0.00050881825,"about_ca_system_score_gemma":0.0024700752,"threshold_uncertainty_score":0.74290043},"labels":[],"label_agreement":null},{"id":"W2574709330","doi":"10.1371/journal.pone.0169575","title":"The Burden of Mental Disorders in the Eastern Mediterranean Region, 1990-2013","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":187,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; University of British Columbia; Université de Montréal; Public Health Agency of Canada","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Burden of disease; Disease burden; Years of potential life lost; Population; Quality-adjusted life year; Environmental health; Demography; Depression (economics); Cost effectiveness; Life expectancy","score_opus":0.10366233855791333,"score_gpt":0.34772603513620803,"score_spread":0.2440636965782947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574709330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95152503,0.00048527753,5.2198357e-7,0.024985382,0.00024341153,0.0006654048,0.000005855997,0.000008466918,0.02208063],"genre_scores_gemma":[0.9962933,0.00023817479,0.0000078523335,0.0001042373,0.00022103508,0.00011731712,0.000010857676,0.000009645411,0.0029975795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991005,0.00011013408,0.00019806252,0.0001433789,0.00023201703,0.00021591394],"domain_scores_gemma":[0.99904054,0.00010485803,0.00017670784,0.0006354374,0.000010655146,0.00003181479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021234964,0.00008900579,0.00012942431,0.000024702795,0.0004303548,0.000042030515,0.0006590263,0.000043671043,0.00011519773],"category_scores_gemma":[0.0000132673385,0.0000483877,0.00003310456,0.000031599495,0.00017387679,0.000081909115,0.000058852802,0.00010728624,0.000120796525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014064455,0.008822488,0.59634477,0.00033116824,0.0009870981,0.000057458914,0.11719257,5.964573e-7,0.0003231463,0.0035424165,0.033256013,0.23773581],"study_design_scores_gemma":[0.02019603,0.0028024307,0.85355294,0.001979557,0.0005836864,0.000028556542,0.0564488,0.0021460874,0.0013993027,0.01242162,0.047250573,0.0011904243],"about_ca_topic_score_codex":0.005193043,"about_ca_topic_score_gemma":0.0014586027,"teacher_disagreement_score":0.25720814,"about_ca_system_score_codex":0.00001588852,"about_ca_system_score_gemma":0.000004120628,"threshold_uncertainty_score":0.7850362},"labels":[],"label_agreement":null},{"id":"W2575477172","doi":"10.1177/0829573516688596","title":"Preparing for the Classroom: Mental Health Knowledge Improvement, Stigma Reduction and Enhanced Help-Seeking Efficacy in Canadian Preservice Teachers","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of School Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; University of British Columbia","funders":"Dalhousie University","keywords":"Mental health literacy; Mental health; Stigma (botany); Psychology; Help-seeking; Medical education; Literacy; Mental illness; Knowledge level; Psychiatry; Pedagogy; Medicine; Mathematics education","score_opus":0.06125357767155456,"score_gpt":0.4227658193863723,"score_spread":0.3615122417148178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2575477172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643939,0.0051480485,0.000063168554,0.016527446,0.004325495,0.0014486765,0.000041457013,0.0000063711022,0.0080454275],"genre_scores_gemma":[0.9973569,0.00016497582,0.00012078033,0.00094633386,0.00053782697,0.000070857655,0.000009270923,0.0000295812,0.00076346914],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977906,0.00015065921,0.0006335795,0.00036250617,0.0000826023,0.0009800538],"domain_scores_gemma":[0.9971838,0.00007641381,0.00062295684,0.0005265974,0.000080129124,0.0015101155],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001280562,0.00020414838,0.00033326627,0.00045818786,0.001578848,0.00016076348,0.0006890068,0.0001694659,0.00022261505],"category_scores_gemma":[0.00012064669,0.00017396336,0.000076201744,0.00010334131,0.00017923069,0.00032156805,0.000024238378,0.0005243981,0.000019707566],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058841915,0.00023485368,0.13568147,0.00010250634,0.00036022012,0.000041120507,0.013697337,0.000008188014,0.0007483312,0.000610841,0.066562995,0.7813637],"study_design_scores_gemma":[0.007016015,0.0009885376,0.9348192,0.0002738731,0.000042252832,0.00018241658,0.003583962,0.0000413476,0.000059767,0.0003118857,0.05241962,0.0002610918],"about_ca_topic_score_codex":0.57884973,"about_ca_topic_score_gemma":0.95844656,"teacher_disagreement_score":0.7991378,"about_ca_system_score_codex":0.00097031146,"about_ca_system_score_gemma":0.0011629281,"threshold_uncertainty_score":0.99972093},"labels":[],"label_agreement":null},{"id":"W2577136807","doi":"10.1177/070674370104600410","title":"Book Review: General Psychiatry: Working with AIDS Bereavement","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychiatry; Psychology; Psychotherapist; Medicine; Psychoanalysis","score_opus":0.02737964623398804,"score_gpt":0.31292190751681126,"score_spread":0.28554226128282323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2577136807","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06476332,0.7464289,0.00004102604,0.13888799,0.011118325,0.00076990185,0.000011289621,0.000017553652,0.0379617],"genre_scores_gemma":[0.37086168,0.028667813,0.013205779,0.51200837,0.015477365,0.00015490246,0.000047998576,0.0002945681,0.05928156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981345,0.00017274394,0.00060909183,0.00019202626,0.0002859807,0.0006056871],"domain_scores_gemma":[0.9983179,0.000021395726,0.0005098269,0.00043518195,0.00007466161,0.0006410481],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055084506,0.0002331667,0.00032960685,0.00019221002,0.0005921109,0.00006263335,0.00055271544,0.00007913793,0.006627688],"category_scores_gemma":[0.0000032740313,0.0001416479,0.00015251787,0.00037477375,0.000109501394,0.00011889708,0.0000096506765,0.00045214442,0.00012520871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001188324,0.000082246544,0.25166786,0.00007998205,0.00022775003,0.00009454997,0.00020387128,0.000004075763,1.5862294e-7,0.009042586,0.7291007,0.009377416],"study_design_scores_gemma":[0.002089933,0.0010471414,0.052585945,0.003051505,0.0003751759,0.0016745949,0.00039293777,0.0000014316505,0.0000012344657,0.0024558546,0.93601274,0.00031151887],"about_ca_topic_score_codex":0.008886018,"about_ca_topic_score_gemma":0.20430133,"teacher_disagreement_score":0.7177611,"about_ca_system_score_codex":0.00018995626,"about_ca_system_score_gemma":0.0010925651,"threshold_uncertainty_score":0.9977139},"labels":[],"label_agreement":null},{"id":"W2578221149","doi":"10.1177/070674371005500911","title":"Book Review: Stigma: Understanding the Stigma of Mental Illness: Theory and Interventions","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Stigma (botany); Mental illness; Psychology; Psychological intervention; Psychiatry; Mental health; Psychotherapist; Clinical psychology","score_opus":0.03689540806199351,"score_gpt":0.3549020514793285,"score_spread":0.318006643417335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2578221149","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12746698,0.7657598,0.00018158021,0.08607661,0.012657373,0.0008568035,0.00009161499,0.000007243299,0.0069019725],"genre_scores_gemma":[0.9882662,0.0021073595,0.00008145033,0.0073900074,0.00035298715,0.000009499461,0.0000033371327,0.00001821339,0.0017709017],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99880326,0.00028141163,0.00047067011,0.00008978744,0.00012890533,0.00022596179],"domain_scores_gemma":[0.9988999,0.00013982061,0.00042918208,0.00025153445,0.000038049395,0.00024152982],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014567451,0.00011162565,0.00019677421,0.00010840384,0.00076737074,0.000031212057,0.0003693518,0.000055159002,0.004259716],"category_scores_gemma":[0.000029476583,0.00006110713,0.00016049325,0.00012207082,0.0003789689,0.000100337034,0.000015382693,0.0004509489,0.000011076993],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119268814,0.000096620526,0.017883265,0.00043160663,0.00035070526,0.000015600986,0.0034324012,2.8857932e-7,0.000008079034,0.38405228,0.58702135,0.0065885154],"study_design_scores_gemma":[0.0077107586,0.0017687769,0.15186961,0.015434865,0.0026176788,0.0037593928,0.059627395,0.0000075152784,0.000068992835,0.44780022,0.30825415,0.001080615],"about_ca_topic_score_codex":0.0020706602,"about_ca_topic_score_gemma":0.11333046,"teacher_disagreement_score":0.86079925,"about_ca_system_score_codex":0.000070973154,"about_ca_system_score_gemma":0.00025391567,"threshold_uncertainty_score":0.9966505},"labels":[],"label_agreement":null},{"id":"W2580441036","doi":"10.1007/s10926-017-9695-0","title":"Evaluating Mental Health Literacy in the Workplace: Development and Psychometric Properties of a Vignette-Based Tool","year":2017,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Calgary; McMaster University","funders":"Ontario Mental Health Foundation","keywords":"Mental health literacy; Vignette; Mental health; Psychology; Context (archaeology); Health literacy; Scale (ratio); Construct validity; Applied psychology; Intervention (counseling); Clinical psychology; Health psychology; Medicine; Mental illness; Psychometrics; Health care; Nursing; Social psychology; Psychiatry; Public health","score_opus":0.13827077424777254,"score_gpt":0.49179121141866083,"score_spread":0.3535204371708883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580441036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941092,0.0010450508,0.00008652869,0.0038962937,0.0002578887,0.00053103414,0.0000042107354,0.0000017133215,0.00006809628],"genre_scores_gemma":[0.986399,0.000006362668,0.01322559,0.0002339466,0.00004953873,0.000041972922,0.0000072031594,0.0000050372682,0.00003137289],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981535,0.00032152934,0.00078116753,0.000115459305,0.00050142687,0.00012690455],"domain_scores_gemma":[0.99808466,0.00047816007,0.0010587076,0.0001569559,0.0001862636,0.00003526748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027685473,0.00008715757,0.0001843269,0.0003189696,0.0003228178,0.000062571606,0.00017615745,0.000033266355,0.00004124035],"category_scores_gemma":[0.00045961427,0.00005597991,0.00004485109,0.00016278535,0.000071231516,0.0003458823,0.000012744357,0.00011272769,0.0000025518227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022250714,0.00071236753,0.5538894,0.00021422666,0.000027258311,0.000001039492,0.020145893,0.0000319087,0.0001243559,0.0003376008,0.00035305996,0.42193782],"study_design_scores_gemma":[0.002161716,0.0009770335,0.9949364,0.0004041482,0.0000056164076,0.000007340802,0.000854708,0.00018453333,0.000052723044,0.00013398254,0.00023035296,0.000051428386],"about_ca_topic_score_codex":0.000041985233,"about_ca_topic_score_gemma":0.000014543125,"teacher_disagreement_score":0.44104704,"about_ca_system_score_codex":0.00016181103,"about_ca_system_score_gemma":0.00019485933,"threshold_uncertainty_score":0.24828862},"labels":[],"label_agreement":null},{"id":"W2580653833","doi":"10.15171/ijhpm.2017.07","title":"Peruvian Mental Health Reform: A Framework for Scaling-up Mental Health Services","year":2017,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; Grand Challenges Canada; National Institute of Mental Health; U.S. Department of Health and Human Services","keywords":"Mental health; Restructuring; Service delivery framework; Scope (computer science); Medicine; Health care; Promotion (chess); Health care reform; Health policy; Public relations; Nursing; Business; Political science; Economic growth; Service (business); Psychiatry; Public health; Politics; Economics; Marketing","score_opus":0.057371648454768345,"score_gpt":0.503531788285879,"score_spread":0.44616013983111064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580653833","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059186086,0.008211438,0.0026253227,0.90887284,0.013004388,0.0032849303,0.0005672335,0.000047188074,0.004200584],"genre_scores_gemma":[0.910774,0.010985361,0.005840522,0.067339525,0.0019357838,0.00009109348,0.00013325854,0.000045952922,0.002854531],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720705,0.00014765133,0.0011571946,0.0003024199,0.00052960165,0.0006561124],"domain_scores_gemma":[0.9968687,0.00003763787,0.0022516302,0.0003056684,0.00009291668,0.0004433886],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014975346,0.00023367477,0.000492652,0.00039688818,0.0015822989,0.00021820805,0.00077692926,0.000065743945,0.00007236447],"category_scores_gemma":[0.000007820637,0.0001966515,0.00014165732,0.000050968738,0.00008218457,0.00036431383,0.00022234357,0.0002083615,0.000016982704],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011765602,0.0006657728,0.0018498803,0.0012880317,0.00079138065,0.000020921056,0.017127149,9.622049e-7,3.9172804e-7,0.22704908,0.017292056,0.73273784],"study_design_scores_gemma":[0.012893556,0.0028840918,0.12915348,0.0041760574,0.000029612354,0.00040975196,0.015208976,0.00007417549,0.000007928657,0.019381486,0.8153337,0.00044717302],"about_ca_topic_score_codex":0.00839607,"about_ca_topic_score_gemma":0.00034138627,"teacher_disagreement_score":0.8515879,"about_ca_system_score_codex":0.0013677793,"about_ca_system_score_gemma":0.00018580942,"threshold_uncertainty_score":0.99971753},"labels":[],"label_agreement":null},{"id":"W2580979502","doi":"10.1111/eip.12422","title":"Examination of cultural competence in service providers in an early intervention programme for psychosis in Montreal, Quebec: Perspectives of service users and treatment providers","year":2017,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Service provider; Cultural competence; Competence (human resources); Service delivery framework; Service design; Service (business); Nursing; Psychology; Medicine; Business; Social psychology; Marketing; Pedagogy","score_opus":0.04239631485931337,"score_gpt":0.37972548377823007,"score_spread":0.3373291689189167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580979502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941882,0.0006637507,0.000017955574,0.0014408367,0.00060155056,0.0028616935,0.000030868592,0.000017617409,0.0001775174],"genre_scores_gemma":[0.99799067,0.00002591874,0.0004736849,0.000030649793,0.000028977342,0.0011564497,0.000056264184,0.000023546496,0.00021384114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973995,0.00036467137,0.0010693031,0.0006075933,0.00016831966,0.00039060428],"domain_scores_gemma":[0.99848694,0.000054280663,0.0008200587,0.00042141677,0.00014285023,0.00007448404],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005648849,0.0002749777,0.00045718104,0.00058004796,0.000076569515,0.00012347235,0.00033753415,0.00018437667,0.00004464586],"category_scores_gemma":[0.000023364135,0.0002649034,0.00014834836,0.00035287254,0.00010253981,0.0015336784,0.00004201663,0.00017047315,0.0000031629713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012116873,0.0046360353,0.8594114,0.00074663165,0.00005052549,0.0000027821181,0.047469005,0.000008428355,0.000029658402,0.00060089695,0.000009838959,0.08582308],"study_design_scores_gemma":[0.010273605,0.002027352,0.90949154,0.0017118892,0.000026230504,0.0000012310439,0.07539303,0.00032497873,0.000041488616,0.000521475,0.0000033396566,0.00018386931],"about_ca_topic_score_codex":0.46759173,"about_ca_topic_score_gemma":0.8878208,"teacher_disagreement_score":0.42022905,"about_ca_system_score_codex":0.00034200746,"about_ca_system_score_gemma":0.000020551983,"threshold_uncertainty_score":0.99998033},"labels":[],"label_agreement":null},{"id":"W2581076746","doi":"","title":"Listening to Context: A Cultural Examination of Indian Women’s Mental Health","year":2016,"lang":"en","type":"article","venue":"Global Health: Annual Review","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mental health; Context (archaeology); Global mental health; Depression (economics); Middle Eastern Mental Health Issues & Syndromes; Psychiatry; Active listening; Psychology; Global health; Medicine; Geography; Public health; Mental health law; Nursing; Psychotherapist","score_opus":0.03552269113832785,"score_gpt":0.4370880925295175,"score_spread":0.4015654013911897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581076746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.582626,0.3151362,0.000044123102,0.08182693,0.002234681,0.0068800272,0.0030716967,0.00016387667,0.0080165],"genre_scores_gemma":[0.9499821,0.02078514,0.00009620278,0.027165059,0.000108731314,0.00036044157,0.00009129808,0.000015579531,0.001395425],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966726,0.0005910687,0.0010365029,0.0004537717,0.00035643764,0.00088965],"domain_scores_gemma":[0.99819696,0.00005452293,0.0005624982,0.00031846607,0.000118030795,0.00074950675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001239925,0.0002536017,0.0007770931,0.000061390885,0.0002366552,0.000010742775,0.00025801675,0.00006911877,0.00081590406],"category_scores_gemma":[0.0000554601,0.00016630933,0.00010076371,0.00044964836,0.000059500933,0.00022705125,0.00006066045,0.00008111786,0.0006234168],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067665664,0.0001787762,0.0006044911,0.002276228,0.00002347938,0.0000032441578,0.010140516,7.238906e-9,6.874466e-7,0.0022662983,0.025469854,0.95896876],"study_design_scores_gemma":[0.004282419,0.006184391,0.11394307,0.0308655,0.000020737454,0.00017401206,0.016039528,3.0870447e-7,0.000012213263,0.00018646535,0.82764816,0.00064319343],"about_ca_topic_score_codex":0.002242485,"about_ca_topic_score_gemma":0.00053930515,"teacher_disagreement_score":0.95832556,"about_ca_system_score_codex":0.0023014308,"about_ca_system_score_gemma":0.0002008268,"threshold_uncertainty_score":0.89335775},"labels":[],"label_agreement":null},{"id":"W2582112541","doi":"10.1002/wps.20388","title":"Has increased provision of treatment reduced the prevalence of common mental disorders? Review of the evidence from four countries","year":2017,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":563,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"National Health and Medical Research Council; Medical Research Council; Alberta Innovates","keywords":"Medicine; Mental health; Anxiety; Mood disorders; Psychiatry; Mood; Population; Prevalence of mental disorders; Depression (economics); Public health; Environmental health","score_opus":0.05868587768863537,"score_gpt":0.38414415521511003,"score_spread":0.32545827752647466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582112541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8987308,0.07996397,7.478061e-7,0.014385818,0.001807252,0.0021010041,0.0002491397,0.000010140819,0.0027511297],"genre_scores_gemma":[0.9871217,0.010608987,0.000089085996,0.00028782198,0.000080092716,0.00012730391,0.000009884848,0.0000140283955,0.0016610724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982589,0.00033497647,0.0006241527,0.00028981242,0.0002992097,0.0001929804],"domain_scores_gemma":[0.9967184,0.0002519607,0.0012750697,0.001666326,0.000041895655,0.000046324945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036548177,0.00019986596,0.0004103833,0.0000361638,0.0005088455,0.000019131488,0.0009557129,0.00004587984,0.00095392467],"category_scores_gemma":[0.000030137693,0.00010518652,0.00020402971,0.000116508694,0.00046685545,0.00013071514,0.00012146217,0.000102642574,0.000013564019],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059696706,0.00093562,0.96852636,0.005358627,0.00018315371,4.1697658e-7,0.0013339428,1.4879784e-7,0.00013382184,0.0009897796,0.008354911,0.0135862455],"study_design_scores_gemma":[0.0013562109,0.00047316364,0.97296256,0.019415325,0.00040720665,0.0000016758845,0.0001662029,0.000005274405,0.001248618,0.0008211083,0.003014464,0.00012818308],"about_ca_topic_score_codex":0.0086852275,"about_ca_topic_score_gemma":0.0036720415,"teacher_disagreement_score":0.08839092,"about_ca_system_score_codex":0.00006471494,"about_ca_system_score_gemma":0.00012915231,"threshold_uncertainty_score":0.99995935},"labels":[],"label_agreement":null},{"id":"W2582365405","doi":"10.24095/hpcdp.36.12.02","title":"The 2014 Survey on Living with Chronic Diseases in Canadaon Mood and Anxiety Disorders: a methodological overview","year":2016,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; Public Health Agency of Canada","funders":"Health Canada; Australian Government; Public Health Agency of Canada","keywords":"Anxiety; Sampling frame; Mood; Descriptive statistics; Mood disorders; Psychology; Sample (material); Public health; Medicine; Psychiatry; Clinical psychology; Environmental health; Statistics; Population; Nursing; Mathematics","score_opus":0.08805164156916181,"score_gpt":0.4074369524681437,"score_spread":0.3193853108989819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582365405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9462977,0.03778564,0.00012217794,0.012803856,0.00044147333,0.002150418,0.00024667376,0.00002429158,0.00012776365],"genre_scores_gemma":[0.98465335,0.01428218,0.0000059753456,0.00021353163,0.00004014862,0.0004136385,0.000041702868,0.000013598504,0.00033584936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996603,0.0018059476,0.00038194057,0.00045715168,0.00023243723,0.0005195153],"domain_scores_gemma":[0.9986243,0.00055977266,0.00017500708,0.00022885247,0.000015225976,0.00039678797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093960133,0.00018172055,0.00023969362,0.000054965163,0.00028642348,0.000023227194,0.00009188028,0.000037723406,0.00045457808],"category_scores_gemma":[0.000050338338,0.000105126586,0.000022316093,0.00015326666,0.00007087677,0.000096492906,0.00003871404,0.00012507406,0.0000024957571],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001808717,0.0003234238,0.6102717,0.00042016382,0.000018150404,0.0000053474273,0.00003939063,0.0000041468593,2.0197896e-7,0.00094546814,0.0014621308,0.38632903],"study_design_scores_gemma":[0.0016633114,0.0005374353,0.99454325,0.0010460984,0.000009927668,0.0000016670698,0.00005969935,0.000060928072,2.3574073e-7,0.00053986144,0.0014085311,0.00012907929],"about_ca_topic_score_codex":0.7794398,"about_ca_topic_score_gemma":0.9979433,"teacher_disagreement_score":0.38619995,"about_ca_system_score_codex":0.002362095,"about_ca_system_score_gemma":0.0024902723,"threshold_uncertainty_score":0.6176796},"labels":[],"label_agreement":null},{"id":"W2583214510","doi":"10.1016/j.psychres.2017.01.079","title":"Configural and scalar invariance of the center for epidemiologic studies depression scale in Egypt and Canada: Differential symptom emphasis across cultures and genders","year":2017,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Anhedonia; Center for Epidemiologic Studies Depression Scale; Depression (economics); Clinical psychology; Psychology; Differential item functioning; Depressive symptoms; Scale (ratio); Demography; Psychiatry; Psychometrics; Medicine; Item response theory; Anxiety; Geography","score_opus":0.16783338627773225,"score_gpt":0.520469754909464,"score_spread":0.35263636863173176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583214510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98656964,0.007054894,0.000002366559,0.004496774,0.0007661755,0.0007568321,0.00012379071,0.000003282403,0.00022622061],"genre_scores_gemma":[0.9986938,0.0006373146,0.00004829132,0.00011606582,0.0000866257,0.0001377941,0.0000052589126,0.000007795758,0.0002670406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845517,0.00030489976,0.00024307526,0.00037242591,0.00017380294,0.00045063542],"domain_scores_gemma":[0.9991284,0.0002804633,0.00012182267,0.00032041752,0.000057162666,0.00009172154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006591727,0.00012302291,0.00027616828,0.000029851593,0.0010799932,0.000049233273,0.0002538153,0.00009440094,0.000014941155],"category_scores_gemma":[0.00011631336,0.00007232122,0.000025692072,0.000035106288,0.00060513936,0.00007613632,0.00027091987,0.00020304389,2.980041e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000292081,0.000083147235,0.98846567,0.00022654948,0.0000566059,8.9408337e-7,0.0008545631,6.806827e-8,0.00007268664,0.00040975967,0.0030145699,0.0065233936],"study_design_scores_gemma":[0.0021324288,0.000078136334,0.9929076,0.00013768455,0.000009279869,0.0000048215047,0.0030256836,0.00001698172,0.000076569435,0.0013676458,0.00017301807,0.00007017815],"about_ca_topic_score_codex":0.0856441,"about_ca_topic_score_gemma":0.40222278,"teacher_disagreement_score":0.3165787,"about_ca_system_score_codex":0.000038268226,"about_ca_system_score_gemma":0.00004132459,"threshold_uncertainty_score":0.92044467},"labels":[],"label_agreement":null},{"id":"W2588045091","doi":"10.1007/s10597-017-0109-8","title":"Vocational Counselors in France: Comparison to Competencies of Employment Specialists Working in Canadian IPS Programs","year":2017,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Vocational education; Context (archaeology); Alliance; Scale (ratio); Psychology; Mental health; Stigma (botany); Medical education; Nursing; Medicine; Psychiatry; Political science; Pedagogy","score_opus":0.16935279078750398,"score_gpt":0.45898413177478886,"score_spread":0.2896313409872849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588045091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98792607,0.0010343544,0.0000035657322,0.0045236065,0.0016471291,0.00091412384,0.000022684231,0.000007695478,0.003920783],"genre_scores_gemma":[0.9982982,0.0000852855,0.0003614454,0.0008276421,0.00013137731,0.000050903887,0.00007466991,0.000015988879,0.00015447025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702376,0.00074849295,0.00093151757,0.000145275,0.00034254414,0.0008083833],"domain_scores_gemma":[0.9981317,0.00008070085,0.0005700057,0.0005068299,0.000051052673,0.0006597233],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022981165,0.00018140013,0.00045994442,0.00039017433,0.0022905783,0.000112137815,0.00088719506,0.00008097834,0.00023838767],"category_scores_gemma":[0.000019768733,0.00018435817,0.000051221716,0.00019775341,0.0001506932,0.00016182731,0.00010222483,0.0010231183,0.00003222907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010539762,0.0007563412,0.87106544,0.000042392396,0.000013390819,0.000013810813,0.029385418,0.0000036399342,0.0000028837403,0.00037474532,0.000960776,0.097275786],"study_design_scores_gemma":[0.0017775939,0.00045700217,0.97489357,0.00088993035,0.0000021416597,0.000035643898,0.009296981,0.000016711569,0.000013463414,0.00018417259,0.012299683,0.00013308867],"about_ca_topic_score_codex":0.6157093,"about_ca_topic_score_gemma":0.8978935,"teacher_disagreement_score":0.28218418,"about_ca_system_score_codex":0.0017230787,"about_ca_system_score_gemma":0.0004320282,"threshold_uncertainty_score":0.9990083},"labels":[],"label_agreement":null},{"id":"W2588662445","doi":"10.1007/s00127-017-1349-1","title":"Awareness of treatment history in family and friends, and mental health care seeking propensity","year":2017,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Canada Research Chairs","keywords":"Mental health; Seekers; Psychiatry; Psychology; Health care; Help-seeking; Medicine","score_opus":0.10209100935705491,"score_gpt":0.41580763669298415,"score_spread":0.31371662733592925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588662445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8964272,0.08768164,0.000009658556,0.0075772945,0.0035990353,0.000731554,0.00006839524,0.000021842148,0.0038833471],"genre_scores_gemma":[0.99430466,0.0030461382,0.0006399927,0.0012851779,0.00042983502,0.00006176192,0.000045165052,0.000021962987,0.00016527953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99720454,0.0007014807,0.00074778806,0.00071980024,0.00006806872,0.0005582977],"domain_scores_gemma":[0.99849147,0.00014928695,0.00079951494,0.00034704103,0.000022507487,0.00019019647],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078064547,0.00031610273,0.0010037425,0.00016538976,0.0012321849,0.000011160236,0.00016776103,0.000291204,0.00003477777],"category_scores_gemma":[0.000018353006,0.00027571974,0.000086267915,0.00006541509,0.00051033084,0.00012285152,0.000094287854,0.00022668601,0.0000025789084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003611558,0.00022308713,0.9542682,0.0002723946,0.00007717812,0.0000017410201,0.0067695044,6.3088244e-8,0.0000017819417,0.012235901,0.0026867082,0.023102293],"study_design_scores_gemma":[0.0032394168,0.0010348557,0.98395795,0.000042223073,0.00004413291,0.000013722374,0.003960098,0.0000079136125,1.7341208e-7,0.002373354,0.0051046913,0.00022145275],"about_ca_topic_score_codex":0.013459197,"about_ca_topic_score_gemma":0.0032477665,"teacher_disagreement_score":0.09787746,"about_ca_system_score_codex":0.0002685559,"about_ca_system_score_gemma":0.00020972395,"threshold_uncertainty_score":0.9999695},"labels":[],"label_agreement":null},{"id":"W2588734135","doi":"10.1097/nmd.0000000000000612","title":"Predictors of Acquisition of Competitive Employment for People Enrolled in Supported Employment Programs","year":2017,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Simon Fraser University; Université de Montréal; Université Laval; Institut Universitaire en Santé Mentale de Québec; Fonds de Recherche du Québec - Santé; Université de Sherbrooke; Université du Québec à Montréal","funders":"","keywords":"Alliance; Supported employment; Unemployment; Psychology; Multilevel model; Quality (philosophy); Variance (accounting); Mental illness; Sample (material); Dreyfus model of skill acquisition; Duration (music); Mental health; Demographic economics; Work (physics); Business; Psychiatry; Political science; Economics; Economic growth","score_opus":0.028573248039368154,"score_gpt":0.3531118731951524,"score_spread":0.32453862515578424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588734135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969785,0.0006961514,0.000008381769,0.00057995034,0.00034807017,0.0010432723,0.00012038454,0.0000027262583,0.00022252352],"genre_scores_gemma":[0.99942666,0.00016232327,0.000022404942,0.00004584926,0.00005774856,0.000042682674,0.000032246622,0.000010035493,0.00020005925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989478,0.0000913345,0.0004918174,0.000091120826,0.00020171634,0.00017619801],"domain_scores_gemma":[0.9987912,0.00005492689,0.0007471825,0.00018742263,0.00006114803,0.00015809436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003526785,0.000111671994,0.00030716375,0.000065543216,0.00015912468,0.000014431033,0.0001940753,0.000027134836,0.00009604668],"category_scores_gemma":[0.0000073398837,0.000070772716,0.00010547142,0.000032136188,0.000113446724,0.00010847668,0.000051858002,0.000055665645,6.6931824e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014543159,0.0046763946,0.949341,0.00029760448,0.00042811566,0.000040659335,0.00794171,0.000004296621,0.0014431982,0.00079748064,0.0005521181,0.01993424],"study_design_scores_gemma":[0.0062731938,0.0018930042,0.9878137,0.00025201213,0.00020914129,0.00001179457,0.002390365,0.000019760553,0.0006713691,0.00027895634,0.000116259354,0.00007046111],"about_ca_topic_score_codex":0.0002905489,"about_ca_topic_score_gemma":0.000118159885,"teacher_disagreement_score":0.03847266,"about_ca_system_score_codex":0.000048326237,"about_ca_system_score_gemma":0.000031180338,"threshold_uncertainty_score":0.28860277},"labels":[],"label_agreement":null},{"id":"W2588891160","doi":"10.1186/s13033-017-0127-5","title":"Worldwide research productivity in the field of psychiatry","year":2017,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Chinese People’s Liberation Army","keywords":"Productivity; Population; Per capita; Geography; Demography; Psychiatry; Medicine; Economic growth; Sociology; Economics","score_opus":0.1159265384349127,"score_gpt":0.5485271309993431,"score_spread":0.43260059256443045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588891160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8852139,0.0031496938,0.000010755717,0.0885878,0.014950013,0.0006633622,0.000021490041,0.0000024707615,0.0074005155],"genre_scores_gemma":[0.99776673,0.00009128151,0.000055094264,0.0004419841,0.001055142,0.00002155984,0.000003101393,0.000006677603,0.0005584358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972598,0.0005965919,0.000818091,0.00013549002,0.00094235025,0.00024769313],"domain_scores_gemma":[0.9980115,0.00028328647,0.0011011915,0.00032960725,0.00020228929,0.00007212248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004751243,0.00008060019,0.00023461778,0.0002732849,0.00028916466,0.00007968876,0.0011882627,0.00004498899,0.000072750605],"category_scores_gemma":[0.000085397245,0.000053232667,0.00006877314,0.00007636725,0.00007793185,0.00022816345,0.00006751119,0.00040303383,0.000017431972],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00211246,0.0026735603,0.76880306,0.0003544057,0.00023002039,0.000117839816,0.009079798,0.0000051417005,0.000036819893,0.030833364,0.10901618,0.07673737],"study_design_scores_gemma":[0.0056074066,0.0024256965,0.9377072,0.0031868375,0.000009379701,0.0008203361,0.015068618,0.000029579625,0.00016368901,0.0025796518,0.0322299,0.00017172904],"about_ca_topic_score_codex":0.0054562604,"about_ca_topic_score_gemma":0.0008900464,"teacher_disagreement_score":0.16890413,"about_ca_system_score_codex":0.00022154444,"about_ca_system_score_gemma":0.00014988733,"threshold_uncertainty_score":0.824827},"labels":[],"label_agreement":null},{"id":"W2588924761","doi":"10.1177/0840470416679413","title":"Mental illness-related stigma in healthcare","year":2017,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1017,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mental Health Commission of Canada; University of Calgary","funders":"Mental Health Commission","keywords":"Mental healthcare; Stigma (botany); Health care; Mental health; Nursing; Mental illness; Quality (philosophy); Social stigma; Mental health care; Healthcare system; Psychology; Medicine; Psychiatry; Family medicine; Political science","score_opus":0.03637228001213044,"score_gpt":0.39183640404829595,"score_spread":0.3554641240361655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588924761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62971425,0.004179988,0.0000148771005,0.24575455,0.009098959,0.0054787477,0.0001389091,0.00033916,0.105280556],"genre_scores_gemma":[0.9821531,0.00056862127,0.00010077307,0.0036287098,0.000080299105,0.000598945,0.00017708077,0.00005992238,0.012632543],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99632305,0.00021567642,0.00077972165,0.0008476355,0.00041337372,0.0014205703],"domain_scores_gemma":[0.9977007,0.000029577013,0.0004320377,0.0014446148,0.00003681385,0.00035628377],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004959698,0.00037832872,0.00044940552,0.00033809704,0.0020013675,0.00013780879,0.000824042,0.00023041664,0.0008850409],"category_scores_gemma":[0.000007332904,0.00037076807,0.00011544862,0.00020410938,0.0001296328,0.00033522525,0.00044427233,0.00039720017,0.0010326533],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024410296,0.0003993612,0.3424131,0.0005408717,0.000093620634,0.00050891127,0.0012124373,5.0983294e-7,6.258762e-7,0.1785375,0.010096263,0.46595272],"study_design_scores_gemma":[0.005951906,0.00044913698,0.9145067,0.0004701856,0.000028815524,0.000025184272,0.0067452234,0.000057246518,0.000016209191,0.010219292,0.06087013,0.0006600159],"about_ca_topic_score_codex":0.016761165,"about_ca_topic_score_gemma":0.0071659978,"teacher_disagreement_score":0.57209355,"about_ca_system_score_codex":0.00046004643,"about_ca_system_score_gemma":0.000024119547,"threshold_uncertainty_score":0.9998744},"labels":[],"label_agreement":null},{"id":"W2590196803","doi":"10.1016/s2215-0366(17)30034-2","title":"APEC digital hub for mental health","year":2017,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Mental health; Action plan; Global mental health; Anxiety; Political science; Investment (military); Medicine; Economic growth; Psychiatry; Business; Management; Economics","score_opus":0.06944756496363179,"score_gpt":0.4078380407703808,"score_spread":0.338390475806749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590196803","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007428883,0.00437732,0.000015916885,0.92010593,0.019708946,0.0021123025,0.0026044622,0.00013539719,0.050196838],"genre_scores_gemma":[0.0018007366,0.00010968041,0.00027901627,0.86155444,0.05436749,0.00062836555,0.0037686974,0.0001343499,0.07735721],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973906,0.00010367893,0.00045961732,0.00063529314,0.00027828407,0.0011325268],"domain_scores_gemma":[0.99736303,0.000110539964,0.00071362354,0.0017002152,0.000019855908,0.000092754206],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030096542,0.0004573322,0.0008042153,0.00006716108,0.0012217963,0.00028260957,0.0014544673,0.00046312352,0.0006159576],"category_scores_gemma":[0.000005656789,0.00030533937,0.000295935,0.000047160545,0.00014889386,0.00013613199,0.00010185452,0.0011541984,0.0009253724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018589749,0.00010464137,0.0015569006,0.00036340865,0.00020235639,0.00000808637,0.00032908146,1.2930744e-8,3.541127e-8,0.000923817,0.98156744,0.0147583075],"study_design_scores_gemma":[0.0022146238,0.0002915814,0.0015434679,0.00019389756,0.000037706992,0.00004704733,0.00009948683,0.000001043675,1.8549406e-7,0.004228873,0.9910379,0.00030415194],"about_ca_topic_score_codex":0.00015296247,"about_ca_topic_score_gemma":0.000066292654,"teacher_disagreement_score":0.058551475,"about_ca_system_score_codex":0.000119395125,"about_ca_system_score_gemma":0.00012218737,"threshold_uncertainty_score":0.99993986},"labels":[],"label_agreement":null},{"id":"W2592638467","doi":"10.1007/s11013-017-9527-x","title":"Mental Health Outcomes of Psychosocial Intervention Among Traditional Health Practitioner Depressed Patients in Kenya","year":2017,"lang":"en","type":"article","venue":"Culture Medicine and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Psychosocial; Mental health; Psychological intervention; Intervention (counseling); Depression (economics); Medicine; Psychiatry; Randomized controlled trial; Beck Depression Inventory; Health care; Psychology; Anxiety; Internal medicine","score_opus":0.044735179038501306,"score_gpt":0.40666306825603155,"score_spread":0.3619278892175302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592638467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.937163,0.0030151946,0.000021192353,0.04444523,0.0058151167,0.00096372265,0.00015186322,0.000020877305,0.00840378],"genre_scores_gemma":[0.9957659,0.00031820897,0.00015074917,0.002145853,0.00039356953,0.000052291118,0.0005598897,0.0000126752875,0.0006008259],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846655,0.00014559491,0.0005894078,0.0002991442,0.00024082538,0.00025845313],"domain_scores_gemma":[0.9987319,0.000020728336,0.0008085127,0.0002441773,0.000030426188,0.00016423702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032577896,0.00017426717,0.00042116508,0.00010091924,0.0005165938,0.000016957538,0.0001563438,0.0001000013,0.00044268035],"category_scores_gemma":[0.000018178556,0.0001263117,0.00007356615,0.0000613632,0.00019162628,0.00023035175,0.00001989243,0.00021229344,0.000006377053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012911207,0.0011651978,0.87021095,0.00015070211,0.000058030742,5.740232e-7,0.0051042773,2.4413742e-8,4.1735498e-7,0.0030523438,0.10892125,0.011207095],"study_design_scores_gemma":[0.0070029516,0.0008356751,0.9858959,0.0005096272,0.000012483262,0.0000022580505,0.0021178084,0.0000011166395,5.1035875e-7,0.001455601,0.0020734274,0.00009267821],"about_ca_topic_score_codex":0.0031052316,"about_ca_topic_score_gemma":0.0025193887,"teacher_disagreement_score":0.11568489,"about_ca_system_score_codex":0.000058497044,"about_ca_system_score_gemma":0.000030258634,"threshold_uncertainty_score":0.5150842},"labels":[],"label_agreement":null},{"id":"W2593565226","doi":"10.1007/s40037-017-0333-5","title":"Labelling of mental illness in a&amp;nbsp;paediatric emergency department and its implications for stigma reduction education","year":2017,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Children's Health Foundation; Associated Medical Services; Academic Medical Organization of Southwestern Ontario; London Health Sciences Centre","keywords":"Stigma (botany); Mental illness; Emergency department; Medicine; Psychiatry; Psychology; Medical education; Mental health; Family medicine; Medical emergency","score_opus":0.045179108224458524,"score_gpt":0.4562794190097654,"score_spread":0.41110031078530684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593565226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98061377,0.004988965,0.00007638811,0.007954523,0.002793472,0.0012694827,0.000023546325,0.000015143533,0.002264739],"genre_scores_gemma":[0.99514717,0.0019565609,0.00023279396,0.000046621677,0.0004912153,0.0011648095,0.00013819226,0.000014413441,0.00080820714],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988235,0.00007155395,0.0003387499,0.00039667913,0.00017329586,0.00019619885],"domain_scores_gemma":[0.99904835,0.000055093984,0.00029539826,0.00029956843,0.00013337632,0.00016823605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003252451,0.0001273692,0.00015961053,0.0001986125,0.00048153737,0.000021699534,0.00018072913,0.000108395594,0.000501111],"category_scores_gemma":[0.0003463681,0.00012274005,0.000041368803,0.00012239884,0.00006866367,0.00021210489,0.000023934452,0.000113980845,0.000016944086],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039252936,0.010233391,0.045173977,0.00024959643,0.00007344369,1.6095896e-7,0.040144593,0.0000012525936,0.00035881632,0.12341893,0.005525387,0.77442795],"study_design_scores_gemma":[0.001929203,0.0003548617,0.94047344,0.00021720146,0.00008388963,0.000016037686,0.043843158,0.000054126427,0.00036291097,0.009518418,0.0028029378,0.00034384735],"about_ca_topic_score_codex":0.0003314456,"about_ca_topic_score_gemma":0.00008927937,"teacher_disagreement_score":0.89529943,"about_ca_system_score_codex":0.0002378348,"about_ca_system_score_gemma":0.00028441098,"threshold_uncertainty_score":0.5486814},"labels":[],"label_agreement":null},{"id":"W2593873036","doi":"10.12968/hmed.2017.78.3.126","title":"Treat as one: care of physically ill patients who also have a mental health condition","year":2017,"lang":"en","type":"editorial","venue":"British Journal of Hospital Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Compendium; Medicine; Mental health; Confidentiality; Health care; Mental illness; Psychiatry; Law","score_opus":0.010417146136857444,"score_gpt":0.35894029346741135,"score_spread":0.3485231473305539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593873036","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1892548,0.024440333,0.0000019978638,0.00193806,0.7725501,0.0014824753,0.0026047844,0.000017792187,0.0077096713],"genre_scores_gemma":[0.38587537,0.008045761,0.000044719036,0.00040280892,0.59642184,0.000045647466,0.0052484595,0.00013893185,0.003776462],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954174,0.00023632735,0.0015854082,0.00044885065,0.0017711759,0.0005408505],"domain_scores_gemma":[0.9931293,0.0002230724,0.0040152585,0.00037424517,0.0017824356,0.0004756969],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038099472,0.00043681863,0.0018486254,0.00021392423,0.00041608626,0.000054639382,0.0006588202,0.00049325294,0.00070198614],"category_scores_gemma":[0.00057573325,0.00041846567,0.00031464634,0.000067461624,0.0004234909,0.0003081978,0.00007892705,0.0010547076,0.00003139559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040412464,0.0013815752,0.0005587813,0.00048517817,0.0003072903,0.00033320652,0.003309827,2.7165495e-8,0.0000014938523,0.000009578444,0.8562482,0.13696073],"study_design_scores_gemma":[0.07072459,0.12817036,0.09947331,0.066614695,0.0014716353,0.0004077607,0.010852177,6.476199e-7,0.00009872691,0.00066238386,0.6198806,0.0016431194],"about_ca_topic_score_codex":0.004900616,"about_ca_topic_score_gemma":0.00018567232,"teacher_disagreement_score":0.23636758,"about_ca_system_score_codex":0.0005367343,"about_ca_system_score_gemma":0.00027915483,"threshold_uncertainty_score":0.9998267},"labels":[],"label_agreement":null},{"id":"W2594740226","doi":"10.1176/appi.ps.201600398","title":"Mental Illness–Related Stigma in Canadian Military and Civilian Populations: A Comparison Using Population Health Survey Data","year":2017,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Department of National Defence","funders":"","keywords":"Stigma (botany); Mental illness; Mental health; Psychiatry; Population; Psychology; Social stigma; Military personnel; Medicine; Environmental health; Family medicine; Geography","score_opus":0.12629434906845946,"score_gpt":0.4486118617807332,"score_spread":0.3223175127122737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594740226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842892,0.010689227,0.0000014892355,0.0012843298,0.0020318523,0.00076120044,0.00055175164,0.000026533937,0.0003643964],"genre_scores_gemma":[0.9944617,0.0001277114,0.00045676765,0.00039994335,0.00007928025,0.000011718162,0.004403734,0.000022323055,0.00003678414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783224,0.00030513215,0.0005884951,0.0005731986,0.00015867746,0.0005422389],"domain_scores_gemma":[0.9982823,0.000035357818,0.00034189984,0.0009894213,0.000017848306,0.00033314704],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008398696,0.00020015848,0.00032175638,0.00033748872,0.0015662254,0.00008263419,0.0005882504,0.00012472765,0.00018167953],"category_scores_gemma":[0.000008175793,0.00020284619,0.00001943963,0.00025504714,0.000031900807,0.0005803246,0.00011338152,0.00015441082,0.000026025918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048043647,0.00013509922,0.988205,0.00008385235,0.000021769105,0.0000026101718,0.0017580494,0.000007069714,1.2880838e-7,0.00010138519,0.00030442153,0.009332563],"study_design_scores_gemma":[0.0010746601,0.00004414209,0.98622715,0.00004241519,0.000018307532,0.0000064382366,0.000905778,0.010990749,4.893929e-8,0.0003038371,0.0001982568,0.00018820439],"about_ca_topic_score_codex":0.992202,"about_ca_topic_score_gemma":0.9950519,"teacher_disagreement_score":0.010983679,"about_ca_system_score_codex":0.00021870532,"about_ca_system_score_gemma":0.00007395138,"threshold_uncertainty_score":0.9997336},"labels":[],"label_agreement":null},{"id":"W2595410546","doi":"10.1037/cap0000103","title":"Prevalence and correlates of depression in Canada: Findings from the Canadian Community Health Survey.","year":2017,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Psychology; Depression (economics); Psychiatry; Clinical psychology; Gerontology; Medicine","score_opus":0.099353692779764,"score_gpt":0.37867342479706506,"score_spread":0.2793197320173011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595410546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776804,0.0029328659,7.852063e-7,0.0064529413,0.0028145383,0.0008926864,0.0029467389,0.000012947446,0.0062661204],"genre_scores_gemma":[0.9920019,0.0002538344,0.00002179225,0.00706689,0.000042548207,0.00008491357,0.00021895068,0.00003888897,0.000270308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952783,0.0011615471,0.0007332535,0.00080019113,0.00015327045,0.0018734272],"domain_scores_gemma":[0.9943077,0.00073697977,0.00044887845,0.0025048635,0.000088809036,0.0019127871],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022304815,0.00039762966,0.00059532933,0.00032569372,0.0025889298,0.00008082929,0.0021465567,0.00036391392,0.00074487895],"category_scores_gemma":[0.00043510992,0.0003431781,0.00004951406,0.0002569311,0.0007051932,0.00015785446,0.00009648758,0.001239329,0.000028855891],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073236595,0.000037417107,0.9596678,0.000016408732,0.00004672492,0.00013184949,0.0011389941,6.44114e-7,0.0000015169448,0.0002081312,0.024658717,0.014018581],"study_design_scores_gemma":[0.001300885,0.00012472163,0.99562126,0.00015874521,0.000014232507,0.000032932556,0.0006823817,0.0000046703863,0.0000020638963,0.00045172067,0.0013245778,0.00028182045],"about_ca_topic_score_codex":0.99999815,"about_ca_topic_score_gemma":0.99999994,"teacher_disagreement_score":0.03595347,"about_ca_system_score_codex":0.0032431285,"about_ca_system_score_gemma":0.003641492,"threshold_uncertainty_score":0.999902},"labels":[],"label_agreement":null},{"id":"W2596154699","doi":"","title":"A Moderator Analysis of the Relationship between Mental Health Help-Seeking Attitudes and Behaviours among Young Adults/Analyse Modératrice De la Relation Entre Les Attitudes et Les Comportements De Recherche D'aide En Santé Mentale Chez Les Jeunes Adultes","year":2016,"lang":"fr","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Commission; Moderation; Stigma (botany); Mental health literacy; Psychiatry; Political science; Mental illness; Social psychology","score_opus":0.10204201079165241,"score_gpt":0.41532566312326474,"score_spread":0.3132836523316123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596154699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8880449,0.09719817,0.011185269,0.0026624356,0.00017839638,0.00033694567,0.0003552382,0.0000073959845,0.000031241314],"genre_scores_gemma":[0.8975021,0.10100201,0.0008701879,0.00015740265,0.00013389034,0.00000835927,0.000032103922,0.000034954464,0.00025895922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943022,0.0036964072,0.0009246398,0.00032098385,0.0002797575,0.00047597633],"domain_scores_gemma":[0.99612385,0.001951939,0.0010332442,0.00020228389,0.000102560334,0.0005860937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044693495,0.000311247,0.0005788253,0.00054175535,0.00084239646,0.00012849492,0.00024485154,0.00043747638,0.00015298267],"category_scores_gemma":[0.00001898812,0.00023522023,0.00021086626,0.0004857989,0.0004533374,0.0002806092,0.0000016239082,0.00062108325,4.0184398e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001826192,0.0001485298,0.9297864,0.0001408471,0.0013278625,0.000011111639,0.03114305,0.0000805298,0.00006907835,0.00062574365,0.00019000757,0.036294226],"study_design_scores_gemma":[0.0021451656,0.00022158583,0.989912,0.002071065,0.0008087937,0.000050740422,0.0022823017,0.00024768972,0.000057516914,0.0016461493,0.0003291079,0.00022788705],"about_ca_topic_score_codex":0.06012312,"about_ca_topic_score_gemma":0.13616404,"teacher_disagreement_score":0.076040916,"about_ca_system_score_codex":0.00043147543,"about_ca_system_score_gemma":0.0003511012,"threshold_uncertainty_score":0.95920026},"labels":[],"label_agreement":null},{"id":"W2596955661","doi":"10.1016/j.jagp.2017.01.103","title":"Can Psychiatric Self-Report Scales be Used to Predict Acute Health-Service Utilization Outcomes in Geriatric Psychiatry Patients?","year":2017,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto; Jewish General Hospital","funders":"","keywords":"Psychiatry; Geriatric psychiatry; Mental health; Emergency psychiatry; Medicine; Health services; Population; Environmental health","score_opus":0.024854124094883308,"score_gpt":0.3683674491064485,"score_spread":0.3435133250115652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596955661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91545033,0.0010842313,0.00014350042,0.06112327,0.019485997,0.0015466313,0.00016765742,0.00010435687,0.0008940364],"genre_scores_gemma":[0.9796998,0.00036087798,0.012009576,0.005700042,0.0016795979,0.0001084406,0.00007925633,0.00014403032,0.00021839883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9927349,0.0005457491,0.0031677582,0.0009948328,0.0011797494,0.0013769842],"domain_scores_gemma":[0.9900942,0.00013575237,0.0065655494,0.0017185019,0.00039645593,0.0010895297],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013148553,0.00080380234,0.0018237088,0.0017941989,0.0010397745,0.00024342595,0.0018556219,0.00023492194,0.00019474332],"category_scores_gemma":[0.000077387114,0.0007103467,0.00051703805,0.0022316603,0.00013430978,0.0006332947,0.00020695414,0.00076159334,0.00007216677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008180243,0.0029907513,0.96207535,0.00011641947,0.0005339132,0.00005535206,0.0011809445,0.000008887988,9.864592e-7,0.00030373578,0.012328547,0.01958708],"study_design_scores_gemma":[0.00656847,0.003183655,0.9855326,0.00010125623,0.00034957498,0.0002469271,0.0011992231,0.000008277857,0.000001039008,0.0005537136,0.0016356832,0.0006196098],"about_ca_topic_score_codex":0.0030797464,"about_ca_topic_score_gemma":0.0038624578,"teacher_disagreement_score":0.06424946,"about_ca_system_score_codex":0.0005324983,"about_ca_system_score_gemma":0.0010994974,"threshold_uncertainty_score":0.9995348},"labels":[],"label_agreement":null},{"id":"W2599727382","doi":"","title":"Exploring the experiences of high performance Canadian athletes with mood and/or anxiety disorders","year":2016,"lang":"en","type":"article","venue":"YorkSpace (York University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Anxiety; Mood; Athletes; Psychology; Clinical psychology; Context (archaeology); Stigma (botany); Mood disorders; Competitive athletes; Psychiatry; Medicine; Physical therapy","score_opus":0.0348519923802538,"score_gpt":0.23447470616402427,"score_spread":0.19962271378377047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599727382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903328,0.00007226041,0.000019574501,0.0011817947,0.00020169013,0.00021062278,0.000005160063,0.00002352265,0.007952597],"genre_scores_gemma":[0.99182963,0.00061780505,0.00007311326,0.000031370328,0.000021941409,0.000011351316,0.0000011033281,0.000008031625,0.0074056606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931896,0.00004296615,0.00006234665,0.00020322794,0.000086256456,0.00028623405],"domain_scores_gemma":[0.9995203,0.000077146105,0.000063086394,0.00019743279,0.000014437878,0.00012757894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004842804,0.00010989322,0.00011239523,0.00012435565,0.00032949937,0.00000999667,0.00021638206,0.000034826953,0.00025731206],"category_scores_gemma":[0.0000025116126,0.000056822304,0.000017762575,0.0003451294,0.00021753757,0.00027752618,0.000031164498,0.000054729633,0.000011363424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015221816,0.00018168533,0.47690424,0.000080585975,0.00021597894,0.000037675585,0.1162998,0.00001064211,0.000028581706,0.020074219,0.0007198225,0.38392457],"study_design_scores_gemma":[0.0048101544,0.001668227,0.49191096,0.00054312136,0.000114929055,0.000019203573,0.42962626,0.000016633614,0.0009961298,0.000039924562,0.069599636,0.0006548022],"about_ca_topic_score_codex":0.032798823,"about_ca_topic_score_gemma":0.10497558,"teacher_disagreement_score":0.38326976,"about_ca_system_score_codex":0.00006839529,"about_ca_system_score_gemma":0.000045882418,"threshold_uncertainty_score":0.9736419},"labels":[],"label_agreement":null},{"id":"W2599785045","doi":"10.1111/inm.12331","title":"Individual factors that influence experiences and perceptions of stigma and discrimination towards people with mental illness in Ghana","year":2017,"lang":"en","type":"article","venue":"International Journal of Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stigma (botany); Mental illness; Perception; Psychology; Social stigma; Psychiatry; Prejudice (legal term); Mental health; Clinical psychology; Medicine; Social psychology; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.044415759221263784,"score_gpt":0.4288997994527319,"score_spread":0.3844840402314681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599785045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99530286,0.0006064606,0.000026718253,0.00256683,0.0010434517,0.00023005955,0.000048090104,0.0000030249412,0.00017253622],"genre_scores_gemma":[0.9994084,0.00017096596,0.00025638132,0.000070340386,0.000037380007,0.00000895424,0.000020437798,0.000007581337,0.000019555024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872315,0.00007197431,0.00039255936,0.00015152666,0.0004808666,0.00017990841],"domain_scores_gemma":[0.9990058,0.000036057645,0.0006859908,0.00008016488,0.00006151403,0.00013046133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027130314,0.00011942449,0.00022236805,0.00022565805,0.00040507712,0.00009125012,0.00026003234,0.00003942573,0.000068142166],"category_scores_gemma":[0.000010533386,0.00009187221,0.000025198755,0.00003683429,0.00026289004,0.00075036794,0.00004497479,0.00012866911,3.4863257e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033252966,0.00030348176,0.6003864,0.000028122126,0.000036606052,0.000007377239,0.22223462,4.2328102e-7,0.0000243535,0.00018941643,0.000024956698,0.17643172],"study_design_scores_gemma":[0.0013871937,0.0003923895,0.79440767,0.0009057798,0.000008329625,0.00013651603,0.20241277,0.000011071877,0.00020001853,0.000065494714,0.000005345868,0.000067407826],"about_ca_topic_score_codex":0.0019354457,"about_ca_topic_score_gemma":0.0006261811,"teacher_disagreement_score":0.19402127,"about_ca_system_score_codex":0.00025448314,"about_ca_system_score_gemma":0.000055375567,"threshold_uncertainty_score":0.37464398},"labels":[],"label_agreement":null},{"id":"W2600660804","doi":"10.1177/1178632917694350","title":"Mental Health Service Provision in Low- and Middle-Income Countries","year":2017,"lang":"en","type":"review","venue":"Health Services Insights","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":826,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Mental health; Low and middle income countries; Legislation; Service (business); Public relations; Politics; Business; Population; Resource (disambiguation); Political science; Economic growth; Medicine; Developing country; Marketing; Environmental health; Psychiatry; Economics","score_opus":0.09202788790952414,"score_gpt":0.4537760333516621,"score_spread":0.36174814544213796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600660804","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013336713,0.9864253,2.0156868e-7,0.0017604945,0.002397668,0.0061054556,0.00027331873,0.00011438309,0.001589512],"genre_scores_gemma":[0.00042447384,0.9904858,0.00006361661,0.0060621006,0.00034548072,0.00059514417,0.0010614779,0.00012184726,0.00084006565],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938585,0.00086788647,0.0021392165,0.001339889,0.0004840683,0.0013104138],"domain_scores_gemma":[0.99522394,0.00017930116,0.0025384815,0.0012733913,0.00006280416,0.00072205765],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007701198,0.0009624922,0.0033078915,0.0006148365,0.0014973547,0.00022017323,0.0009218755,0.00058920454,0.000203239],"category_scores_gemma":[0.0000016790691,0.00074822403,0.00016015668,0.00040185495,0.00008882145,0.00048315793,0.00037679393,0.0007363263,0.000734928],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009075101,0.00031750143,0.00018439078,0.5328083,0.000085992826,0.000059164784,0.013464523,2.8117162e-8,8.780601e-10,0.00084028457,0.00014123843,0.4520078],"study_design_scores_gemma":[0.0012129684,0.000333372,0.00071688957,0.18560152,0.000035050536,0.00006579368,0.00039507114,0.0000074270138,2.8792142e-8,0.00007281436,0.81112206,0.00043700152],"about_ca_topic_score_codex":0.016513802,"about_ca_topic_score_gemma":0.026298607,"teacher_disagreement_score":0.81098086,"about_ca_system_score_codex":0.0009443165,"about_ca_system_score_gemma":0.00078024686,"threshold_uncertainty_score":0.9998026},"labels":[],"label_agreement":null},{"id":"W2600885043","doi":"10.1016/j.eurpsy.2016.01.686","title":"Insight, self-stigma and depressive symptoms among patients with schizophrenia","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depressive symptoms; Schizophrenia (object-oriented programming); Psychiatry; Clinical psychology; Mental illness; Rating scale; Depression (economics); Scale for the Assessment of Negative Symptoms; Psychology; Major depressive disorder; Stigma (botany); Positive and Negative Syndrome Scale; Psychosis; Medicine; Negative symptom; Cognition; Mental health; Developmental psychology","score_opus":0.006212327800789777,"score_gpt":0.24415897315718574,"score_spread":0.23794664535639595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600885043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9436928,0.00091654196,0.000028873905,0.00018369018,0.0012798999,0.00041259354,0.000026095944,0.00017513755,0.053284366],"genre_scores_gemma":[0.997511,0.000012945119,0.00034697299,0.0003261232,0.00032000965,0.000021519207,0.000014911144,0.00006682349,0.0013796779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985096,0.00022796656,0.0002493913,0.0004963295,0.00016435792,0.0003523558],"domain_scores_gemma":[0.9991326,0.00004139241,0.00017251508,0.0004008375,0.00003360718,0.0002190822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000774059,0.00024181374,0.00016753557,0.00008979461,0.0002488566,0.00003721318,0.00019921473,0.000048115482,0.00034184384],"category_scores_gemma":[0.0000034290777,0.00013833879,0.000033349916,0.00011291751,0.000103477316,0.00020769946,0.00007575584,0.000110773304,0.00063251494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029427846,0.0003382367,0.9645884,0.000019647203,0.000092727096,0.00001871416,0.0005317517,2.3191033e-8,0.000001914012,0.0013036388,0.002452185,0.030358458],"study_design_scores_gemma":[0.006377785,0.00038300522,0.990695,0.000247168,0.000051377086,0.0000052609103,0.00003095816,3.0431605e-7,0.0000048716124,0.00008591234,0.0018918095,0.00022653838],"about_ca_topic_score_codex":0.00001798876,"about_ca_topic_score_gemma":0.000019777659,"teacher_disagreement_score":0.053818215,"about_ca_system_score_codex":0.00002242316,"about_ca_system_score_gemma":0.000013716777,"threshold_uncertainty_score":0.8129911},"labels":[],"label_agreement":null},{"id":"W2604275140","doi":"","title":"Treatment and follow-up of anxiety and depression in clinical-scenario patients","year":2012,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Major depressive episode; Depression (economics); Anxiety; Medicine; Pharmacotherapy; Generalized anxiety disorder; Health care; Psychiatry; Family medicine; Mood","score_opus":0.043643654056481816,"score_gpt":0.3421417861747735,"score_spread":0.2984981321182917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604275140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96992636,0.0017234246,2.4543712e-7,0.000029317236,0.0007001494,0.00039259373,0.000054871423,0.000005809647,0.027167236],"genre_scores_gemma":[0.9968035,0.00013814308,0.00001984586,0.0026137545,0.00010127112,0.000032981297,0.00004264072,0.000013594209,0.00023424353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989927,0.0000817663,0.0002616375,0.00021894189,0.000052154483,0.0003928148],"domain_scores_gemma":[0.9992396,0.000042622454,0.00008317097,0.00018330012,0.0000165511,0.00043471414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008249071,0.00013448183,0.00024006107,0.000092523296,0.000078029734,0.000007415878,0.00005286582,0.00009456725,0.000005960419],"category_scores_gemma":[0.000002988293,0.00011484952,0.00003786005,0.00009716745,0.000058366735,0.00011222906,0.00001575153,0.000069358764,0.000020154259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003381791,0.00018624603,0.685943,0.000008269863,0.000016682772,0.0000013451233,0.0005229239,2.4108408e-8,0.0000072724706,0.00007956949,0.0005853142,0.3126155],"study_design_scores_gemma":[0.0026214242,0.00014428435,0.98851883,0.000030689233,0.000022770475,1.8657062e-7,0.0004625817,0.0000036907888,0.00002832934,0.000030990897,0.008035664,0.00010054567],"about_ca_topic_score_codex":0.043769926,"about_ca_topic_score_gemma":0.014627254,"teacher_disagreement_score":0.31251496,"about_ca_system_score_codex":0.00013426332,"about_ca_system_score_gemma":0.00003458576,"threshold_uncertainty_score":0.96259767},"labels":[],"label_agreement":null},{"id":"W2605619139","doi":"10.1017/s2045796016001128","title":"Reducing the treatment gap for mental, neurological and substance use disorders in Africa: lessons from the Friendship Bench in Zimbabwe","year":2017,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada; Wellcome Trust","keywords":"Friendship; Substance use; Mental health; Psychiatry; Intervention (counseling); Government (linguistics); Scale (ratio); Medicine; Psychology; Geography","score_opus":0.27223571373552635,"score_gpt":0.45180721906436766,"score_spread":0.1795715053288413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605619139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9125761,0.013137809,0.00001246818,0.07119992,0.0010529973,0.0007197045,0.00003215949,0.000008065374,0.0012607967],"genre_scores_gemma":[0.9942179,0.004003866,0.0004102332,0.00088935735,0.00011002517,0.00027226823,0.0000051630554,0.0000044382077,0.000086787746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976424,0.00071143534,0.00037861272,0.0006560388,0.00006130186,0.00055019883],"domain_scores_gemma":[0.99255234,0.006769563,0.00025541984,0.00035217698,0.000004759961,0.0000657348],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002307275,0.00017453742,0.00030873332,0.000066748114,0.0020596795,0.00005803518,0.00045748483,0.00012300664,0.000040004106],"category_scores_gemma":[0.00031772876,0.00008441253,0.000048785027,0.00017136123,0.0011191976,0.0001661825,0.000040495335,0.00017437835,0.0000027835015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015411324,0.00015010133,0.95915014,0.0000021339342,0.000009576433,0.0000011737935,0.0024765618,0.0000050205845,4.6059392e-7,0.014755869,0.0007661011,0.022528738],"study_design_scores_gemma":[0.00094266457,0.0005270546,0.9476709,0.000010420861,0.000016244636,0.0000032403307,0.00081954413,0.00028937866,3.3443106e-7,0.04730434,0.0023262901,0.00008960565],"about_ca_topic_score_codex":0.006639798,"about_ca_topic_score_gemma":0.016889004,"teacher_disagreement_score":0.08164178,"about_ca_system_score_codex":0.000017843073,"about_ca_system_score_gemma":0.00001591355,"threshold_uncertainty_score":0.9999751},"labels":[],"label_agreement":null},{"id":"W2605628754","doi":"","title":"Need for Mental Health and Addiction Curriculum in Undergraduate Nursing Education in Canada and Globally","year":2017,"lang":"en","type":"article","venue":"Sigma Theta Tau International's 28th International Nursing Research Congress","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Curriculum; Mental health; Addiction; Nursing; Mental health nursing; Nurse education; Medical education; Psychology; Medicine; Pedagogy; Psychiatry","score_opus":0.04506576924514868,"score_gpt":0.47358971155404,"score_spread":0.42852394230889135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605628754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8914091,0.0017014791,0.000037996342,0.06885822,0.010632652,0.001492609,0.00022351558,0.0000196313,0.025624806],"genre_scores_gemma":[0.9950816,0.00041564408,0.00018512052,0.0002554053,0.00027206336,0.00020521943,0.00034870606,0.00002582927,0.0032104093],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99726015,0.0002266357,0.0005136852,0.0006035291,0.000832194,0.0005637952],"domain_scores_gemma":[0.9986218,0.00020739673,0.0003192049,0.00028363336,0.00033094225,0.00023702098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009281823,0.00020722579,0.00024302579,0.00055663736,0.00060388324,0.00041203052,0.00069173396,0.00007725788,0.00008705776],"category_scores_gemma":[0.00022083303,0.00021174857,0.00003570026,0.00011055313,0.00031918724,0.0005702645,0.00010273579,0.0003420201,0.000004293221],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008153954,0.0010927642,0.35504103,0.0000343642,0.00009993646,0.000015848964,0.0015382728,0.000008723325,0.00003393799,0.04329621,0.027628588,0.57039493],"study_design_scores_gemma":[0.010238164,0.00044867094,0.8828142,0.007326778,0.000016637487,0.00016056534,0.01658354,0.012000792,0.00008766846,0.05937525,0.010317259,0.0006304437],"about_ca_topic_score_codex":0.47703424,"about_ca_topic_score_gemma":0.4187926,"teacher_disagreement_score":0.5697645,"about_ca_system_score_codex":0.004427241,"about_ca_system_score_gemma":0.0011367635,"threshold_uncertainty_score":0.9993946},"labels":[],"label_agreement":null},{"id":"W2606549845","doi":"10.1177/0011000016671411","title":"Stigma of Seeking Psychological Services: Examining College Students Across Ten Countries/Regions","year":2017,"lang":"en","type":"article","venue":"The Counseling Psychologist","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Stigma (botany); Psychology; Help-seeking; Structural equation modeling; Social psychology; Assertion; Social stigma; Mental health; Psychiatry; Medicine","score_opus":0.11302569219303354,"score_gpt":0.46904388750532516,"score_spread":0.3560181953122916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606549845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783119,0.0012046911,0.0002306496,0.0012416005,0.0032236483,0.00090097124,0.000244283,0.0001537731,0.014488475],"genre_scores_gemma":[0.9943592,0.0004001686,0.00014116602,0.0017722549,0.00034717078,0.00017258583,0.00002842146,0.000047532143,0.002731483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965303,0.00028821873,0.0008086366,0.0008222801,0.0006276323,0.0009229301],"domain_scores_gemma":[0.99578756,0.0004208443,0.0010348605,0.0024347105,0.0001629649,0.00015903187],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021407271,0.00040512346,0.0005671383,0.00006460265,0.0031391047,0.00028968512,0.0032403835,0.00031667663,0.00047755623],"category_scores_gemma":[0.00004523091,0.00027547838,0.0001334388,0.00017103355,0.0011619681,0.00021732388,0.00026465842,0.00048018497,0.00040848317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039298553,0.004592161,0.8796192,0.0004510566,0.001066269,0.00060838903,0.04866043,0.00002516963,0.0005887374,0.013720825,0.018315114,0.028422788],"study_design_scores_gemma":[0.006049338,0.00086408487,0.9616806,0.000531246,0.00014925744,0.00016023195,0.015179801,0.00004692688,0.000053023377,0.0022538253,0.012404705,0.0006269417],"about_ca_topic_score_codex":0.0009000072,"about_ca_topic_score_gemma":0.00029052727,"teacher_disagreement_score":0.08206142,"about_ca_system_score_codex":0.000068932706,"about_ca_system_score_gemma":0.0000129708515,"threshold_uncertainty_score":0.9999697},"labels":[],"label_agreement":null},{"id":"W2606594677","doi":"10.2147/prbm.s117456","title":"Empowering patients of a mental rehabilitation center in a low-resource context: a Moroccan experience as a case study","year":2017,"lang":"en","type":"article","venue":"Psychology Research and Behavior Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Mental health; Rehabilitation; Context (archaeology); Feeling; Medicine; Qualitative research; Nursing; Psychological intervention; Psychiatric rehabilitation; Psychology; Psychiatry; Mental illness; Social psychology; Sociology; Physical therapy","score_opus":0.10261113915831721,"score_gpt":0.5430610210773442,"score_spread":0.440449881919027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606594677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99081,0.00005801649,6.7603924e-7,0.00020417369,0.00026019767,0.0033877485,0.000012477881,0.000012114991,0.005254605],"genre_scores_gemma":[0.9972762,0.000011619017,0.000029462844,0.000059860453,0.000013078879,0.0020572653,0.000009442712,0.000015707858,0.00052735175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774873,0.00030128026,0.00042408824,0.0006352008,0.00034970744,0.0005409657],"domain_scores_gemma":[0.9988041,0.000065154156,0.00014349876,0.00077804574,0.00006149743,0.00014772109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007120602,0.00016101733,0.00023874045,0.0003855645,0.00049576326,0.00006315189,0.00037840978,0.00006662475,0.00027592864],"category_scores_gemma":[0.000020787795,0.00014835823,0.000034892884,0.00013274715,0.00036496817,0.00016788773,0.00037701972,0.00022338187,0.000032168293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072488235,0.011965523,0.8752653,0.000057159566,0.000031919823,0.0024947685,0.025075337,1.4254665e-8,0.000018661189,0.00008635947,0.00019597166,0.08408413],"study_design_scores_gemma":[0.0076510636,0.0032764548,0.91831493,0.00008460065,0.000015331692,0.000069759924,0.07019568,0.0000012411082,0.00001196129,0.00003971083,0.00022825904,0.000111015266],"about_ca_topic_score_codex":0.0030650378,"about_ca_topic_score_gemma":0.0008903222,"teacher_disagreement_score":0.08397312,"about_ca_system_score_codex":0.00008245065,"about_ca_system_score_gemma":0.000003914587,"threshold_uncertainty_score":0.60498726},"labels":[],"label_agreement":null},{"id":"W2607717132","doi":"10.4172/2157-7145.s1.010","title":"Needs assessment of forensic mental health programs and services for mentally disordered offenders in Saskatchewan, Canada","year":2013,"lang":"en","type":"article","venue":"Journal of Forensic Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Forensic science; Mental health; Forensic psychiatry; Mentally ill; Psychiatry; Medicine; Mental illness; Veterinary medicine","score_opus":0.06465278105986146,"score_gpt":0.43111772315200964,"score_spread":0.3664649420921482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607717132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98923236,0.0010447755,0.000014943602,0.0064642527,0.00045193528,0.0021280656,0.000021824644,0.000003557034,0.0006382725],"genre_scores_gemma":[0.996744,0.0000947575,0.0021693287,0.00021792675,0.00007098721,0.00011721785,0.000044206932,0.000022855927,0.00051873416],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970228,0.00027140326,0.0009046168,0.00020161907,0.000862215,0.0007373212],"domain_scores_gemma":[0.99849266,0.00022172362,0.0004744239,0.00019283302,0.00031040705,0.00030794114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014565958,0.00017271178,0.0005113175,0.00042211945,0.0001941987,0.00005515503,0.0002740048,0.00007325668,0.00013159322],"category_scores_gemma":[0.0000066539696,0.00013253932,0.000078725534,0.0004127071,0.00017195319,0.00024330328,0.0000804071,0.0003650316,0.0000010048051],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006212937,0.0010485442,0.23384568,0.0009515396,0.00032949436,0.000023243814,0.010911215,0.0000030763078,0.00024907323,0.00070552074,0.026304306,0.725007],"study_design_scores_gemma":[0.014944191,0.009186251,0.5443452,0.0011808826,0.000034532437,0.00013666756,0.42118734,0.00080435665,0.0006006006,0.004339675,0.0028489428,0.00039139026],"about_ca_topic_score_codex":0.4335767,"about_ca_topic_score_gemma":0.7443812,"teacher_disagreement_score":0.72461563,"about_ca_system_score_codex":0.0006305687,"about_ca_system_score_gemma":0.00084017986,"threshold_uncertainty_score":0.57019514},"labels":[],"label_agreement":null},{"id":"W2607736873","doi":"10.2196/mental.7231","title":"Gathering Opinions on Depression Information Needs and Preferences: Samples and Opinions in Clinic Versus Web-Based Surveys","year":2017,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Fogarty International Center; Canadian Institutes of Health Research; Mental Health Commission","keywords":"Family medicine; Depression (economics); Medicine; Sample (material); Notice; Psychology","score_opus":0.13095149254716715,"score_gpt":0.45078289906277763,"score_spread":0.3198314065156105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607736873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918888,0.0002109445,0.000009788331,0.0014460654,0.0010596608,0.001133991,0.00026573215,0.00003898763,0.0039459975],"genre_scores_gemma":[0.99846977,0.00020185612,0.00008875964,0.00030300935,0.00004192272,0.0002229964,0.000584668,0.000010111778,0.00007693502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986971,0.0002654012,0.00038028392,0.00018935122,0.00013570508,0.00033215128],"domain_scores_gemma":[0.9990046,0.00019871487,0.00027491513,0.0003173639,0.00000852024,0.00019585386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060435454,0.00015805416,0.00021810675,0.00017473914,0.0008230584,0.00008884645,0.00014303398,0.00009357262,0.000138732],"category_scores_gemma":[0.000013847544,0.00013655603,0.000022618497,0.00006644046,0.00008266692,0.0003764662,0.00007414996,0.00017142833,0.000051309267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010668657,0.00046432723,0.5997016,0.00030959916,0.000018388413,9.892054e-7,0.0054829265,8.671362e-7,0.0000025469028,0.00077793805,0.0015296416,0.3906443],"study_design_scores_gemma":[0.006956333,0.0008415867,0.98579174,0.00038248027,0.0000021398064,0.0000015000946,0.0021129602,0.00008831897,0.000009881213,0.000054273936,0.003633286,0.00012548889],"about_ca_topic_score_codex":0.0027648285,"about_ca_topic_score_gemma":0.0015686684,"teacher_disagreement_score":0.3905188,"about_ca_system_score_codex":0.00011820369,"about_ca_system_score_gemma":0.00006136828,"threshold_uncertainty_score":0.6330383},"labels":[],"label_agreement":null},{"id":"W2607772692","doi":"10.1016/j.socscimed.2017.04.034","title":"Culture and depression in global mental health: An ecosocial approach to the phenomenology of psychiatric disorders","year":2017,"lang":"en","type":"letter","venue":"Social Science & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":138,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Psychiatry; Mental health; Phenomenology (philosophy); Depression (economics); Psychology; Public health; Medicine; Clinical psychology; Epistemology; Philosophy","score_opus":0.03527101786544231,"score_gpt":0.4151213004320082,"score_spread":0.3798502825665659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607772692","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08341786,0.00414291,0.000014036349,0.8175064,0.005448026,0.0022923371,0.0002002401,0.000028369372,0.086949825],"genre_scores_gemma":[0.7813069,0.00021513469,0.00006896005,0.20686682,0.010021686,0.00021572315,0.00038315656,0.00002811593,0.0008934953],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731845,0.0002544196,0.00040135154,0.0007019698,0.0006012417,0.0007225512],"domain_scores_gemma":[0.9990094,0.000020905596,0.00045535574,0.00033349838,0.00003376253,0.00014709079],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008047469,0.00025292078,0.0005486721,0.00015484585,0.0016664311,0.000025662202,0.0010288329,0.00038053203,0.00006470944],"category_scores_gemma":[0.000030143403,0.00015484197,0.000040528554,0.0005813583,0.0015288322,0.00012774894,0.00012644829,0.0006481235,0.000005372818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009183744,0.0002972219,0.03147249,0.000102443846,0.000017625624,0.0000040520786,0.083292186,7.433732e-8,0.000002553112,0.0008880035,0.7209432,0.1628883],"study_design_scores_gemma":[0.0071510253,0.0025528756,0.33967182,0.0002662177,0.00011608288,0.000031985823,0.033062674,0.000013490718,9.030657e-7,0.0069068563,0.6093602,0.0008658232],"about_ca_topic_score_codex":0.0036681804,"about_ca_topic_score_gemma":0.00088375725,"teacher_disagreement_score":0.69788903,"about_ca_system_score_codex":0.0003281561,"about_ca_system_score_gemma":0.0001293568,"threshold_uncertainty_score":0.99963325},"labels":[],"label_agreement":null},{"id":"W260891434","doi":"10.24095/hpcdp.32.3.07","title":"Longitudinal trends in mental health among ethnic groups in Canada","year":2012,"lang":"en","type":"article","venue":"Chronic diseases and injuries in Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Ethnic group; Mental health; Marital status; Demography; Residence; Population; Immigration; Mental distress; Medicine; Logistic regression; Distress; Gerontology; Psychology; Geography; Psychiatry; Clinical psychology; Sociology","score_opus":0.02385328223113203,"score_gpt":0.3431740223364188,"score_spread":0.31932074010528677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W260891434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9552226,0.04115167,9.380944e-8,0.0007402759,0.0012631943,0.00023809199,0.00026425402,0.0000050309854,0.0011148115],"genre_scores_gemma":[0.99842644,0.00047264568,0.0000015478803,0.00052641355,0.000109913824,0.0001002769,0.00015409461,0.000015321117,0.00019336102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980657,0.00010534206,0.00042642455,0.00029277446,0.00020990746,0.0008998155],"domain_scores_gemma":[0.99925524,0.000052633415,0.000097058866,0.0001922657,0.0000042781676,0.0003985517],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000109412416,0.00019941623,0.00032755165,0.00014561621,0.00009265432,0.000010355474,0.0001350379,0.000034057823,0.001389377],"category_scores_gemma":[0.0000032027556,0.00019164827,0.000021751624,0.00036529044,0.00006980965,0.00020767444,0.0000646094,0.00018531333,0.0000012802179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000688549,0.00010422869,0.9139858,0.00007468982,0.000010845554,0.000040013983,0.0003939587,0.0000028889162,5.8722307e-8,0.00028108573,0.0110598635,0.07397773],"study_design_scores_gemma":[0.0012527824,0.00007253196,0.9936095,0.00009628204,0.000005125754,0.0000025306979,0.0022786546,0.000030397066,0.0000013041983,0.000020754662,0.0024555312,0.00017462202],"about_ca_topic_score_codex":0.99988985,"about_ca_topic_score_gemma":0.9999947,"teacher_disagreement_score":0.0796237,"about_ca_system_score_codex":0.010914126,"about_ca_system_score_gemma":0.0031092481,"threshold_uncertainty_score":0.99952346},"labels":[],"label_agreement":null},{"id":"W2609694873","doi":"10.1016/j.jad.2017.04.043","title":"Social interventions: An effective approach to reduce adult depression?","year":2017,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Depression (economics); Psychological intervention; Psychology; Clinical psychology; Psychiatry; Psychotherapist; Economics","score_opus":0.1255942240136122,"score_gpt":0.5309350073878698,"score_spread":0.4053407833742576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609694873","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011160799,0.97945535,0.0003241913,0.000027628395,0.0015415014,0.00347472,0.000050913735,0.000020088959,0.013989534],"genre_scores_gemma":[0.015882598,0.9801117,0.00019963119,0.000045312176,0.0012981128,0.0014257313,0.000101630656,0.00014252293,0.0007927579],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963607,0.0014700172,0.000893346,0.00051995966,0.00032650173,0.0004294472],"domain_scores_gemma":[0.99654096,0.00028497487,0.0022188397,0.00042238028,0.0002526429,0.00028020117],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072785345,0.0005501258,0.0020358255,0.0006103274,0.00058743387,0.00011364911,0.00086770626,0.00040902648,0.00012464082],"category_scores_gemma":[0.0001830677,0.00038266068,0.001994968,0.00027176164,0.000103555154,0.00037167608,0.00011358126,0.00088769104,0.00009314661],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021583468,0.0019719028,0.00011971754,0.0037755766,0.0011781626,0.000014434779,0.001095767,5.400404e-7,4.8639755e-8,0.00016531881,0.0036915976,0.9877711],"study_design_scores_gemma":[0.014072656,0.014375583,0.047148094,0.08356002,0.011971456,0.00092026417,0.005083999,0.0000046215746,0.0000030524352,0.0029051816,0.81656444,0.0033906263],"about_ca_topic_score_codex":0.00024971992,"about_ca_topic_score_gemma":0.00007472192,"teacher_disagreement_score":0.9843805,"about_ca_system_score_codex":0.0004670753,"about_ca_system_score_gemma":0.00009500447,"threshold_uncertainty_score":0.99986255},"labels":[],"label_agreement":null},{"id":"W2609720382","doi":"10.1016/j.eurpsy.2016.01.1922","title":"“The wounded healer” challenging the stigma attached to mental health conditions in medical students and doctors","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental health; Mental illness; Psychology; Silence; Commission; Intervention (counseling); Psychiatry; Medical education; Medicine; Political science; Art; Law","score_opus":0.033575591759520275,"score_gpt":0.4156651774402655,"score_spread":0.3820895856807452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609720382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8445793,0.002740567,0.000015658523,0.14184152,0.0030536756,0.00078759115,0.000027952103,0.000052665313,0.0069010705],"genre_scores_gemma":[0.99046206,0.00023096542,0.000022689472,0.0070448616,0.00033868087,0.000053285297,0.000010822147,0.00003298416,0.0018036276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974791,0.00074748334,0.00045728957,0.00036348603,0.00043696273,0.00051572087],"domain_scores_gemma":[0.99899775,0.00016941741,0.00010859072,0.00036650832,0.000008691848,0.00034906447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014648644,0.00017297397,0.00016137978,0.00007655783,0.00092048815,0.00006581968,0.000585167,0.00003586446,0.00043398503],"category_scores_gemma":[0.000017168486,0.00008689817,0.000039985734,0.00016318022,0.00013166563,0.000059514117,0.00018251689,0.00020046878,0.0005229199],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003816047,0.0011608683,0.72865146,0.000051365896,0.0001799178,0.000048253438,0.014085362,2.5468367e-7,0.0000081168155,0.02459924,0.1292383,0.10159524],"study_design_scores_gemma":[0.003129173,0.00027480183,0.96431583,0.00039419648,0.0000057714337,0.00003339562,0.0041442504,0.0000012550131,6.6317943e-7,0.00026758094,0.027279966,0.00015309316],"about_ca_topic_score_codex":0.00010067485,"about_ca_topic_score_gemma":0.0007907938,"teacher_disagreement_score":0.23566437,"about_ca_system_score_codex":0.00009818266,"about_ca_system_score_gemma":0.000039290164,"threshold_uncertainty_score":0.7079744},"labels":[],"label_agreement":null},{"id":"W2611087520","doi":"10.1186/s13063-017-1924-5","title":"The effectiveness of a Supported Self-management task-shifting intervention for adult depression in Vietnam communities: study protocol for a randomized controlled trial","year":2017,"lang":"en","type":"article","venue":"Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Grand Challenges Canada","keywords":"Medicine; Randomized controlled trial; Intervention (counseling); Depression (economics); Mental health; Vietnamese; Psychiatry; Physical therapy","score_opus":0.10418860168349689,"score_gpt":0.5127943048780945,"score_spread":0.40860570319459766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611087520","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28443205,0.000015080241,0.00035061603,0.000032796393,0.00067102816,0.71369135,0.0000138646055,0.000024896555,0.00076834264],"genre_scores_gemma":[0.48270893,0.0000011783135,0.000051033032,0.000005252904,0.00005804702,0.5170556,0.000011196361,0.00001131146,0.00009748463],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98747444,0.009737838,0.0020853453,0.00023122308,0.00017878618,0.0002923732],"domain_scores_gemma":[0.9790454,0.017732969,0.0023892845,0.0006230609,0.0001760824,0.000033222877],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.038551807,0.00020845306,0.002195681,0.00010814635,0.0007583484,0.00011604169,0.00046727897,0.00008850121,0.000039327173],"category_scores_gemma":[0.002694852,0.000113561066,0.0006856736,0.000041166666,0.00006346036,0.000105414714,0.00009354504,0.00008369817,0.0000018752701],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9838601,0.0037714376,0.0010431341,0.0007474338,0.001208706,0.000001374822,0.0014963608,6.0584654e-7,0.0000066892476,0.00085595285,0.00004972503,0.0069585033],"study_design_scores_gemma":[0.9909644,0.0019225946,0.0014969285,0.00068053213,0.0005442387,1.6754966e-7,0.002892488,0.00017624683,0.00009584467,0.0010625755,0.00006430098,0.00009966015],"about_ca_topic_score_codex":0.0004563655,"about_ca_topic_score_gemma":0.00024226279,"teacher_disagreement_score":0.19827688,"about_ca_system_score_codex":0.00005906031,"about_ca_system_score_gemma":0.000016474718,"threshold_uncertainty_score":0.99001324},"labels":[],"label_agreement":null},{"id":"W2611307801","doi":"10.1017/s2045796017000178","title":"The quality of mental health literacy measurement tools evaluating the stigma of mental illness: a systematic review","year":2017,"lang":"en","type":"review","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"PsycINFO; CINAHL; Construct validity; Mental health; Clinical psychology; Mental illness; Psychometrics; Cochrane Library; Checklist; MEDLINE; Medicine; Internal validity; Psychology; Psychiatry; Psychological intervention; Meta-analysis","score_opus":0.5964621690648031,"score_gpt":0.6241733183598454,"score_spread":0.02771114929504226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611307801","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009726895,0.9854183,0.000007728159,0.0043795826,0.0028284348,0.0062641753,0.00012408105,0.000010730484,0.0008696995],"genre_scores_gemma":[0.0005016771,0.9974636,0.00020092417,0.00072029216,0.000121360375,0.00075992313,0.000029127255,0.000011758378,0.00019132909],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.97772837,0.015513868,0.004549904,0.00077657215,0.0007310531,0.0007002558],"domain_scores_gemma":[0.9818084,0.008007815,0.008851727,0.0010901103,0.00010997796,0.00013192765],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.077332266,0.000460506,0.0042604324,0.000129528,0.0037832826,0.00004336047,0.0016288345,0.00018403739,0.000073235555],"category_scores_gemma":[0.0030241287,0.0001957357,0.00060762925,0.0004581735,0.0014364668,0.00014737788,0.00017647409,0.00037422642,0.000017667291],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002120254,0.000088920424,0.00035512442,0.31003946,0.00024785986,1.2605572e-7,0.00052496087,2.3793245e-8,9.796367e-9,0.004691962,0.0020996183,0.6819307],"study_design_scores_gemma":[0.0014496759,0.0032662961,0.003055507,0.8086201,0.0033773505,0.0001977781,0.0019098163,0.00002686924,8.8748926e-8,0.0043662074,0.17271058,0.0010197158],"about_ca_topic_score_codex":0.00061057427,"about_ca_topic_score_gemma":0.00006030186,"teacher_disagreement_score":0.680911,"about_ca_system_score_codex":0.00011010171,"about_ca_system_score_gemma":0.0004541308,"threshold_uncertainty_score":0.99751365},"labels":[],"label_agreement":null},{"id":"W2611635830","doi":"10.3329/birdem.v7i2.32454","title":"Family Support and Stigma among Patients Attending a Tertiary Care Hospital in Bangladesh","year":2017,"lang":"en","type":"article","venue":"BIRDEM Medical Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Mental illness; Psychosocial; Psychiatry; Medicine; Stigma (botany); Mental health; Mood; Descriptive statistics; Family medicine","score_opus":0.01834023300883976,"score_gpt":0.3445669300610908,"score_spread":0.32622669705225105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611635830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926055,0.0005785696,0.000005667464,0.00084731664,0.0022589222,0.00023152358,0.000011520611,0.000017249102,0.0034437336],"genre_scores_gemma":[0.9986341,0.00012790826,0.00003152756,0.0005360654,0.00045466388,0.000019322117,0.00001651607,0.000020689411,0.00015919135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982713,0.00009702807,0.0004085012,0.00024880428,0.0005054632,0.00046893302],"domain_scores_gemma":[0.9988764,0.00005271313,0.00024335591,0.00020670325,0.000035988676,0.0005848212],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003399821,0.00015666905,0.00022306594,0.00011124364,0.00059479714,0.00012779831,0.00038590134,0.00020023118,0.0010158046],"category_scores_gemma":[0.000096313095,0.00012078934,0.00005528391,0.000031512423,0.00019456739,0.00028002457,0.00013278307,0.000543499,0.00006544791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002209687,0.00016400704,0.82075745,0.000018702112,0.000020952266,0.00093505136,0.0013514039,7.850511e-9,7.337239e-7,0.000017573355,0.0032309543,0.17348106],"study_design_scores_gemma":[0.0033411153,0.00019947573,0.9939926,0.00022862962,0.000016311427,0.000055209573,0.0011241225,0.0000052392816,0.0000028109853,0.000045925404,0.0008587584,0.00012979473],"about_ca_topic_score_codex":0.0003402764,"about_ca_topic_score_gemma":0.00008021086,"teacher_disagreement_score":0.17335127,"about_ca_system_score_codex":0.0000865882,"about_ca_system_score_gemma":0.00004789697,"threshold_uncertainty_score":0.9998974},"labels":[],"label_agreement":null},{"id":"W2611658192","doi":"10.1186/s12888-017-1316-0","title":"A comparison of recommendations and received treatment for mood and anxiety disorders in a representative national sample","year":2017,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Anxiety; Mood; Medicine; Population; Psychiatry; Mood disorders; Receipt; Clinical psychology; Family medicine; Environmental health","score_opus":0.11199615704377164,"score_gpt":0.4905049746670984,"score_spread":0.3785088176233268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611658192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98761725,0.0006102701,0.0003040746,0.0035185916,0.0006237146,0.0011726139,0.0003129358,0.000010809175,0.005829762],"genre_scores_gemma":[0.98667556,0.00020430249,0.01235615,0.000029895453,0.000048020334,0.00037579416,0.000096512056,0.000008558965,0.00020521217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923664,0.000056208406,0.00024612754,0.00026228352,0.000060404003,0.00013834445],"domain_scores_gemma":[0.9993434,0.0001789108,0.00022241833,0.00018698227,0.000021186564,0.000047079833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119052966,0.00010024178,0.00019046616,0.000064710825,0.00029224978,0.000022929224,0.000073625124,0.00005291785,0.0000726732],"category_scores_gemma":[0.00003737092,0.00008931371,0.00003534496,0.000033904154,0.000074271135,0.000099104065,0.000023741495,0.000039628852,0.0000014070702],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033690775,0.0007098566,0.9699881,0.000036408208,0.00003925428,6.9708936e-9,0.00180655,8.9643527e-7,0.0000028954182,0.0043143085,0.0012868731,0.021477917],"study_design_scores_gemma":[0.005227834,0.0003600573,0.9760926,0.000039766757,0.00002244927,8.704056e-7,0.002703884,0.00025696534,0.000015040085,0.013992243,0.0012005267,0.00008780023],"about_ca_topic_score_codex":0.0016707673,"about_ca_topic_score_gemma":0.017512878,"teacher_disagreement_score":0.021390118,"about_ca_system_score_codex":0.000036051104,"about_ca_system_score_gemma":0.000032429118,"threshold_uncertainty_score":0.97725976},"labels":[],"label_agreement":null},{"id":"W2611738421","doi":"10.1080/14737175.2017.1327356","title":"Primary care doctors should not screen their patients for depression","year":2017,"lang":"en","type":"article","venue":"Expert Review of Neurotherapeutics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Primary care; Depression (economics); Medicine; Psychiatry; Psychology; Family medicine","score_opus":0.13451608708501134,"score_gpt":0.45584564536808375,"score_spread":0.3213295582830724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611738421","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26392764,0.647472,0.00033886943,0.0044948426,0.007308304,0.016089432,0.0008908657,0.00020127244,0.05927677],"genre_scores_gemma":[0.8218737,0.11524863,0.0014903593,0.057533912,0.0006716628,0.0012329094,0.0004737514,0.00018549923,0.001289572],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987199,0.000093064235,0.00041521282,0.00031654653,0.00019667402,0.00025862793],"domain_scores_gemma":[0.9983899,0.0001037819,0.00040610682,0.00091942464,0.000104228544,0.00007653045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010338942,0.0002150879,0.00041958116,0.000031664902,0.00033670565,0.000024647043,0.00053721835,0.000085251835,0.00013667325],"category_scores_gemma":[0.000015551457,0.00014835536,0.00018369324,0.000029832005,0.000067589775,0.00010928858,0.000075887256,0.00009180964,0.000014454673],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021403837,0.00035328584,0.023579655,0.0037249008,0.00005902901,0.000001474487,0.0008036576,2.0897023e-8,0.000288507,0.00012322699,0.0047219126,0.9661303],"study_design_scores_gemma":[0.003313329,0.0007807057,0.1606921,0.0057518682,0.000083295316,0.0000023299638,0.00008322228,0.000003941352,0.0056322794,0.000034819885,0.8232423,0.00037979425],"about_ca_topic_score_codex":0.0000531659,"about_ca_topic_score_gemma":0.000003964263,"teacher_disagreement_score":0.9657505,"about_ca_system_score_codex":0.000038059654,"about_ca_system_score_gemma":0.000015635542,"threshold_uncertainty_score":0.60497564},"labels":[],"label_agreement":null},{"id":"W2612062137","doi":"10.24095/hpcdp.37.5.02","title":"Factors associated with delayed diagnosis of mood and/or anxiety disorders","year":2017,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Canadian Institute for Health Information; Public Health Agency of Canada","funders":"Health Canada; Public Health Agency; Australian Government; Public Health Agency of Canada","keywords":"Anxiety; Mood; Psychiatry; Mood disorders; Mental health; Medicine; Population; Clinical psychology; Logistic regression; Depression (economics); Anxiety disorder; Psychology; Internal medicine; Environmental health","score_opus":0.053967692563212384,"score_gpt":0.3750730981376242,"score_spread":0.3211054055744118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612062137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957204,0.00085956464,0.0000141032015,0.0020030187,0.0001887173,0.0008626638,0.00012409542,0.000010030032,0.00021744982],"genre_scores_gemma":[0.9984623,0.00082337647,0.0000030704464,0.00004400009,0.000011579122,0.00023965162,0.00010744098,0.000010451884,0.00029813324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888355,0.00015532707,0.00028487653,0.00024804863,0.00015727055,0.0002709368],"domain_scores_gemma":[0.99909884,0.000037369107,0.00036896236,0.000198548,0.000017556851,0.000278752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015408805,0.00012378594,0.0001981507,0.000039594168,0.00035165207,0.000017904162,0.000076908975,0.00003482931,0.0005018318],"category_scores_gemma":[0.000018886436,0.00009469365,0.000020070092,0.000055489603,0.000057178037,0.00012828794,0.000026865091,0.000080557285,2.881765e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105611885,0.00047619562,0.9377447,0.0003505743,0.000043696185,0.0000015626609,0.0001589613,0.0000015803242,7.550673e-8,0.00018756221,0.0002308091,0.060698684],"study_design_scores_gemma":[0.0023697582,0.0004779899,0.9959796,0.0003825318,0.00002474558,2.4898463e-7,0.00025184016,0.00008862805,0.0000027310437,0.00019884402,0.00013129847,0.00009179091],"about_ca_topic_score_codex":0.49618834,"about_ca_topic_score_gemma":0.9820665,"teacher_disagreement_score":0.48587817,"about_ca_system_score_codex":0.0006343777,"about_ca_system_score_gemma":0.0011301299,"threshold_uncertainty_score":0.5494706},"labels":[],"label_agreement":null},{"id":"W2612393535","doi":"10.24095/hpcdp.37.5.02f","title":"Facteurs associés au diagnostic tardif d'un trouble de l’humeur et/ou d’anxiété","year":2017,"lang":"fr","type":"article","venue":"Promotion de la santé et prévention des maladies chroniques au Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Institut Universitaire en Santé Mentale de Québec; Public Health Agency of Canada","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.029339821921978784,"score_gpt":0.37820665060464403,"score_spread":0.3488668286826653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612393535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83945704,0.006306413,0.0018254324,0.008281351,0.0036969848,0.001464643,0.00037293744,0.00016393117,0.13843125],"genre_scores_gemma":[0.92039806,0.007123759,0.0010356973,0.0005963121,0.00065426715,0.0005265483,0.0002731637,0.00010942808,0.069282785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931263,0.003076646,0.0008233035,0.0007926715,0.0005032196,0.0016778741],"domain_scores_gemma":[0.9963387,0.0010379012,0.0010312191,0.0008333351,0.00016320994,0.00059562695],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002652089,0.00063977815,0.0006453232,0.00013532468,0.00197994,0.00057936634,0.0006784279,0.00051169883,0.01846008],"category_scores_gemma":[0.0007596778,0.0007074937,0.00029954797,0.00012874788,0.0006757304,0.0010417962,0.00021879353,0.00078148517,0.00007279352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023009372,0.0024976083,0.6949492,0.0041970923,0.00091759907,0.0010891345,0.006047945,0.000060179424,0.00012820204,0.015438505,0.04406466,0.23037976],"study_design_scores_gemma":[0.0029459521,0.00069961546,0.92157286,0.0022415887,0.000368037,0.00027073384,0.0004876355,0.00016259577,0.0027771767,0.007933481,0.05984368,0.00069663045],"about_ca_topic_score_codex":0.52645344,"about_ca_topic_score_gemma":0.9320082,"teacher_disagreement_score":0.40555474,"about_ca_system_score_codex":0.007863543,"about_ca_system_score_gemma":0.0022793917,"threshold_uncertainty_score":0.99953765},"labels":[],"label_agreement":null},{"id":"W2612750486","doi":"10.1186/s12955-017-0657-1","title":"Quality of life of depressed and suicidal patients seeking services from traditional and faith healers in rural Kenya","year":2017,"lang":"en","type":"article","venue":"Health and Quality of Life Outcomes","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Mental health; Suicidal ideation; Quality of life (healthcare); Depression (economics); Medicine; Beck Depression Inventory; Population; Psychiatry; Faith healing; Suicide prevention; Poison control; Gerontology; Clinical psychology; Psychology; Demography; Environmental health; Anxiety","score_opus":0.15929624888839436,"score_gpt":0.43273783905978175,"score_spread":0.27344159017138736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612750486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947753,0.0017862002,0.000003896047,0.002052196,0.00017740625,0.0004206395,0.0005948329,0.000007552116,0.00018199692],"genre_scores_gemma":[0.99793,0.00017224804,0.0001649013,0.0015497641,0.000030136656,0.000012253895,0.00011881956,0.00000825287,0.000013611201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975303,0.00044788752,0.0011928455,0.00026817288,0.00028581964,0.0002749715],"domain_scores_gemma":[0.99741304,0.00064107624,0.0012464873,0.00028531818,0.000044034565,0.0003700268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088142656,0.00016688053,0.0009318296,0.00008143732,0.00021984434,0.000018007055,0.00013668658,0.00010426815,0.000041978332],"category_scores_gemma":[0.000114806964,0.00014336772,0.000050619343,0.00003429213,0.00023848722,0.00019507617,0.000052933956,0.00011037456,4.822424e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075875496,0.00039698262,0.9881824,0.0022021672,0.00005463295,1.9572819e-7,0.004027943,1.14262704e-7,0.000011142699,0.0008316344,0.000021116504,0.003512895],"study_design_scores_gemma":[0.005393491,0.00021927405,0.9909288,0.00012943984,0.0000065016943,1.0669086e-7,0.0027649782,0.00001066909,0.0000095248215,0.00042381405,0.0000079319225,0.00010542618],"about_ca_topic_score_codex":0.09807899,"about_ca_topic_score_gemma":0.0062372014,"teacher_disagreement_score":0.09184179,"about_ca_system_score_codex":0.000019918918,"about_ca_system_score_gemma":0.000072887306,"threshold_uncertainty_score":0.907927},"labels":[],"label_agreement":null},{"id":"W2612871182","doi":"10.1016/j.eurpsy.2016.01.1921","title":"Exploratory study about the image of mental illness in health professionals","year":2016,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental health; Feeling; Psychology; Mental illness; Psychiatry; Exploratory research; Observational study; Health care; Clinical psychology; Medicine; Social psychology","score_opus":0.033855138002395924,"score_gpt":0.38793486092144475,"score_spread":0.3540797229190488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612871182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97342616,0.002072035,0.000010579035,0.0063306014,0.0036154813,0.0012524567,0.00003470465,0.000039386883,0.013218576],"genre_scores_gemma":[0.995883,0.000026015621,0.00005850715,0.0011652715,0.00021317937,0.0000750949,0.000005426702,0.00004008793,0.0025334458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968192,0.0016306855,0.0006478637,0.00033773202,0.00021814105,0.00034636175],"domain_scores_gemma":[0.9989942,0.000070238995,0.00031425006,0.00051078206,0.000018999137,0.00009158228],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013330388,0.00016892255,0.00022063148,0.00009562974,0.00021788907,0.000009498814,0.0003880856,0.00002177233,0.00097384286],"category_scores_gemma":[0.0000065147624,0.00008630272,0.00005591041,0.00019710937,0.00008648621,0.00012400637,0.00010601206,0.00013394636,0.00067396706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008654393,0.012392983,0.635912,0.00022246169,0.00015824845,0.000059152182,0.11462489,9.6448105e-8,0.00021262026,0.005609394,0.110852696,0.11909003],"study_design_scores_gemma":[0.007072803,0.00094376894,0.8748088,0.0010921371,0.000011820987,0.0000074865675,0.109163925,2.9165503e-7,0.00005266486,0.00030242366,0.00625668,0.00028722777],"about_ca_topic_score_codex":0.00005579909,"about_ca_topic_score_gemma":0.00014590667,"teacher_disagreement_score":0.23889677,"about_ca_system_score_codex":0.000049410046,"about_ca_system_score_gemma":0.00005285111,"threshold_uncertainty_score":0.9999394},"labels":[],"label_agreement":null},{"id":"W2613417992","doi":"10.1037/sah0000103","title":"The mediating effect of social support on the relationship between the impact of experienced stigma and mental health.","year":2017,"lang":"en","type":"article","venue":"Stigma and Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Stigma (botany); Mental health; Psychology; Social support; Social stigma; Clinical psychology; Social psychology; Developmental psychology; Psychiatry; Medicine","score_opus":0.1210051238606163,"score_gpt":0.5082405325346236,"score_spread":0.38723540867400735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613417992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770358,0.0007447707,0.0000011947282,0.019777013,0.00019618933,0.0009750113,0.00010539624,0.000007366467,0.0011572479],"genre_scores_gemma":[0.99938244,0.00010157361,0.000003875015,0.00017624564,0.00015052022,0.00005851913,0.000024555946,0.000009388227,0.000092859984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837685,0.00049584644,0.0004084371,0.00017702891,0.00019353426,0.00034832163],"domain_scores_gemma":[0.9972227,0.0016562261,0.00067823846,0.00030872202,0.000013580792,0.000120499295],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021375776,0.00013684077,0.00030521682,0.000026547616,0.004943231,0.000041820014,0.00022719837,0.00005535251,0.000048715337],"category_scores_gemma":[0.000101608595,0.000058668953,0.00006177428,0.00004937063,0.00045010092,0.000058714173,0.000060310504,0.00020764633,0.000003189206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016028233,0.000026665635,0.9225907,0.00008694609,0.000035391193,2.7886358e-7,0.018558327,3.5902236e-8,0.000002336483,0.0050358963,0.0030444753,0.05045869],"study_design_scores_gemma":[0.0008680198,0.0015642057,0.9950055,0.00004402271,0.000006582858,0.0000017675966,0.0019702162,0.0000037313373,0.00002536821,0.00038400348,0.00008191589,0.00004465203],"about_ca_topic_score_codex":0.0032190413,"about_ca_topic_score_gemma":0.00014325173,"teacher_disagreement_score":0.07241484,"about_ca_system_score_codex":0.000068371046,"about_ca_system_score_gemma":0.00011138782,"threshold_uncertainty_score":0.9963522},"labels":[],"label_agreement":null},{"id":"W2613610264","doi":"10.24095/hpcdp.37.5.04","title":"Use of medication and psychological counselling among Canadians with mood and/or anxiety disorders","year":2017,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; Impact; Simon Fraser University; Public Health Agency of Canada","funders":"Health Canada; Public Health Agency; Australian Government; Public Health Agency of Canada","keywords":"Anxiety; Mood; Medical prescription; Mood disorders; Psychiatry; Medicine; Logistic regression; Population; Anxiety disorder; Clinical psychology; Affect (linguistics); Psychology","score_opus":0.061480044377644864,"score_gpt":0.38316195387190677,"score_spread":0.3216819094942619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613610264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99424744,0.0010196575,0.00011867998,0.003493748,0.00014476458,0.0008206555,0.000046721292,0.000007159942,0.00010120478],"genre_scores_gemma":[0.9951524,0.0042135436,0.000036668513,0.00011220842,0.000018728382,0.000125629,0.000048569476,0.000007727927,0.00028452286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894875,0.00012095767,0.0002634458,0.00028865968,0.0001396245,0.00023855803],"domain_scores_gemma":[0.99910456,0.000024873327,0.00026615243,0.00020180517,0.000015349091,0.00038727187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017663278,0.000102284575,0.00015417588,0.000041216546,0.0003343258,0.000027732825,0.00005554764,0.000038949463,0.00019875927],"category_scores_gemma":[0.0000074765053,0.00008170827,0.000009631221,0.000039751314,0.00013250114,0.00017639481,0.000010336141,0.00009155699,2.3221357e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023378416,0.00037933077,0.7526729,0.00079611276,0.000024453098,0.000008788972,0.00036885214,0.000004313768,3.2625397e-7,0.00086472905,0.0004202307,0.24422617],"study_design_scores_gemma":[0.0015325277,0.0003970442,0.9959377,0.00035060628,0.00001713121,0.000004540472,0.00019162412,0.0005330539,3.9564355e-7,0.00033567386,0.00061211316,0.00008755737],"about_ca_topic_score_codex":0.81303287,"about_ca_topic_score_gemma":0.9925169,"teacher_disagreement_score":0.24413861,"about_ca_system_score_codex":0.00028223306,"about_ca_system_score_gemma":0.0006455627,"threshold_uncertainty_score":0.33319664},"labels":[],"label_agreement":null},{"id":"W2614892464","doi":"10.1177/0004867417708612","title":"Prevalence of psychological distress: How do Australia and Canada compare?","year":2017,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Ottawa; University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"Australian Primary Health Care Research Institute, Australian National University; Government of Canada","keywords":"Mental health; Socioeconomic status; Distress; Demography; Medicine; Epidemiology; Population; Public health; Odds; Odds ratio; Population health; Household income; Psychiatry; Environmental health; Geography; Logistic regression; Clinical psychology; Sociology","score_opus":0.05769456717185548,"score_gpt":0.3843636401108793,"score_spread":0.3266690729390238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614892464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97968733,0.00045694807,0.0000021264195,0.015391474,0.0037179699,0.00017185135,0.000104137645,0.000004780319,0.00046335536],"genre_scores_gemma":[0.9722243,0.00009915693,0.0005659893,0.000081817976,0.00063386094,0.000002136141,0.0000039515467,0.000012461373,0.02637634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829197,0.000089869776,0.0006038703,0.0002743294,0.00033690943,0.0004030505],"domain_scores_gemma":[0.997607,0.000042305583,0.0012821192,0.0005225849,0.000067044384,0.0004789621],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022040137,0.00023711924,0.00044570075,0.000066027416,0.00023115022,0.00011338527,0.00067611254,0.000118027405,0.0012043685],"category_scores_gemma":[0.000015936195,0.00017705827,0.000110415436,0.00004110701,0.00018326353,0.00023813087,0.000040128263,0.00036564752,0.000006850402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024270124,0.00021943786,0.7079677,0.000105072446,0.00007927529,0.000060757942,0.00008495146,3.6777544e-7,0.000013287785,0.0005513137,0.28852347,0.0021516792],"study_design_scores_gemma":[0.002673941,0.0006005119,0.9886713,0.0003250754,0.00012342964,0.00032796024,0.00023688009,1.3873118e-7,0.000032777418,0.00096719374,0.0058732815,0.00016750518],"about_ca_topic_score_codex":0.1430696,"about_ca_topic_score_gemma":0.08875063,"teacher_disagreement_score":0.28265017,"about_ca_system_score_codex":0.000039463237,"about_ca_system_score_gemma":0.000094576804,"threshold_uncertainty_score":0.99970865},"labels":[],"label_agreement":null},{"id":"W2615871210","doi":"10.1080/07448481.2017.1322090","title":"Modeling the mental health service utilization decisions of university undergraduates: A discrete choice conjoint experiment","year":2017,"lang":"en","type":"article","venue":"Journal of American College Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Government of Nunavut; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Mental health; Psychology; Help-seeking; Service (business); Latent class model; Mental health service; Conjoint analysis; Psychological distress; Nursing; Medical education; Psychiatry; Applied psychology; Medicine; Preference; Marketing; Computer science","score_opus":0.1192888401397512,"score_gpt":0.43153218755862827,"score_spread":0.31224334741887705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615871210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.856441,0.0019758681,0.003870057,0.13394682,0.001111115,0.0011294653,0.00022276978,0.000021010621,0.0012818687],"genre_scores_gemma":[0.9952887,0.0010396192,0.0008661283,0.0024743539,0.00009176721,0.0000025470108,0.000009040411,0.000016705972,0.00021109107],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99769264,0.0005504864,0.0007932773,0.00020151552,0.00038487988,0.0003771924],"domain_scores_gemma":[0.9963411,0.00027166045,0.002377281,0.0004901661,0.00017736213,0.00034239207],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009704284,0.00016434958,0.00055819156,0.00014090055,0.0016575791,0.000029039631,0.00056355365,0.000029630191,0.00005367238],"category_scores_gemma":[0.00005486575,0.00011768456,0.00012485865,0.00026425638,0.0001759689,0.00022623902,0.000106831256,0.00022536848,0.000005506398],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0253091,0.013821417,0.06633157,0.001406895,0.0032756056,0.0003736507,0.19246157,0.0056774863,0.00028091707,0.069935456,0.16605368,0.45507264],"study_design_scores_gemma":[0.034286547,0.021737823,0.21539919,0.0041700713,0.00029811857,0.0008005861,0.56286246,0.085337125,0.00025487345,0.0011556983,0.07218352,0.0015140014],"about_ca_topic_score_codex":0.014071255,"about_ca_topic_score_gemma":0.001993788,"teacher_disagreement_score":0.45355865,"about_ca_system_score_codex":0.0008034529,"about_ca_system_score_gemma":0.0008273266,"threshold_uncertainty_score":0.99964213},"labels":[],"label_agreement":null},{"id":"W2615906483","doi":"10.1177/1363461517705590","title":"Prevalence and determinants of depression among patients under the care of traditional health practitioners in a Kenyan setting: Policy implications","year":2017,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Depression (economics); Medicine; Major depressive disorder; Mental health; Psychiatry; Kenya; Distress; Health care; Clinical psychology; Mood","score_opus":0.042521708681309216,"score_gpt":0.39352482981426895,"score_spread":0.35100312113295973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615906483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937957,0.000614368,0.000003147337,0.0033490607,0.00025089868,0.00062750175,0.00020239118,0.0000067300475,0.0011502284],"genre_scores_gemma":[0.9994798,0.000084359104,0.000097633965,0.00011743816,0.000049336213,0.0000688781,0.000048342084,0.0000068352483,0.000047433314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909383,0.00008763591,0.0003298532,0.00019801783,0.00011755428,0.00017313745],"domain_scores_gemma":[0.99918294,0.00003395573,0.0004000153,0.00028300413,0.000038292,0.00006180097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008411078,0.0001019798,0.00014656763,0.000047629837,0.0004079723,0.000014372331,0.000204129,0.000058036137,0.000031132862],"category_scores_gemma":[0.000005104064,0.00006565383,0.00005207917,0.00005820137,0.0001791648,0.00021552246,0.0000112973785,0.00010269081,0.0000010688858],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054341657,0.00025440802,0.98636025,0.00026224673,0.000011797753,7.505227e-8,0.003977839,8.5273257e-7,0.0000087253275,0.0014161142,0.00011176248,0.0075415573],"study_design_scores_gemma":[0.0012564987,0.00012350314,0.9959359,0.00023295575,0.000016275404,0.0000029842988,0.0016850991,0.0000017065925,0.000022127213,0.0006554268,0.0000060659295,0.00006145258],"about_ca_topic_score_codex":0.0024719506,"about_ca_topic_score_gemma":0.0021661688,"teacher_disagreement_score":0.009575624,"about_ca_system_score_codex":0.000035030014,"about_ca_system_score_gemma":0.00005058547,"threshold_uncertainty_score":0.3736866},"labels":[],"label_agreement":null},{"id":"W2616825892","doi":"10.1176/appi.ps.201600395","title":"Assessing the Costs and Benefits of Insuring Psychological Services as Part of Medicare for Depression in Canada","year":2017,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Depression (economics); Population; Medicine; Health care; Public health; Gerontology; Psychiatry; Environmental health; Nursing","score_opus":0.04088938054605808,"score_gpt":0.39298563377650914,"score_spread":0.3520962532304511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616825892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864549,0.0068520606,6.209026e-7,0.0007031146,0.0011201903,0.00049854704,0.000037165173,0.00000715105,0.004326217],"genre_scores_gemma":[0.99904513,0.00022756515,0.000115674644,0.00036444256,0.00012510984,0.00008027893,0.00001532894,0.000011540297,0.0000149216075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986804,0.000074583586,0.00043813584,0.00031791377,0.00022390726,0.00026502338],"domain_scores_gemma":[0.9985127,0.00024650857,0.0006273896,0.00048602888,0.000049018854,0.00007835346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002936529,0.0001468426,0.00028152711,0.00006451014,0.00034317214,0.000046655576,0.00058974884,0.00009386595,0.00007283715],"category_scores_gemma":[0.000007114386,0.0000957067,0.00003462973,0.000102961494,0.000042904663,0.0002049679,0.00010035397,0.000105604195,0.0000012502821],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010834986,0.00012675748,0.94988996,0.000557365,0.000025738354,0.0000017909986,0.0005110836,0.0000023673244,0.0000067742167,0.0001615753,0.000042387415,0.048565846],"study_design_scores_gemma":[0.0014372112,0.00008189078,0.99386746,0.00020390571,0.000036854773,0.000005349897,0.0036534222,0.00005066308,0.00010736572,0.00026107935,0.00020389458,0.0000909309],"about_ca_topic_score_codex":0.6612881,"about_ca_topic_score_gemma":0.67882645,"teacher_disagreement_score":0.048474915,"about_ca_system_score_codex":0.00003988032,"about_ca_system_score_gemma":0.000045484434,"threshold_uncertainty_score":0.3902806},"labels":[],"label_agreement":null},{"id":"W2617038647","doi":"","title":"Key findings and recommendations from the 2010-2012 needs assessment of forensic mental health programs and services for mentally disordered offenders in Saskatchewan, Canada","year":2013,"lang":"en","type":"article","venue":"Journal of Forensic Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Forensic science; Key (lock); Mentally ill; Data science; Medicine; Computer science; Psychiatry; Computer security; Mental illness","score_opus":0.0670812096057905,"score_gpt":0.4146409027939407,"score_spread":0.3475596931881502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617038647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585566,0.0015506732,0.000014245999,0.037513115,0.0004508646,0.0016765371,0.000073912415,0.000002499449,0.00016156165],"genre_scores_gemma":[0.99661726,0.0002754174,0.0020256597,0.00037247868,0.00006834203,0.00010424138,0.00011273093,0.000017186458,0.00040666672],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99781245,0.00029571663,0.00068638445,0.00017940837,0.00051832007,0.0005077226],"domain_scores_gemma":[0.99851614,0.00056704174,0.00034423376,0.00017241183,0.00018708213,0.00021306134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341942,0.00014578691,0.00035698997,0.00020675662,0.00033458765,0.000082307226,0.00023314495,0.00006196984,0.00018403771],"category_scores_gemma":[0.000008964487,0.00009696136,0.00004832232,0.00027353838,0.00018406428,0.0003154384,0.000094541356,0.00036693295,6.6269985e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034797986,0.0005270909,0.33280015,0.00022407649,0.00033742643,0.0000045902,0.022277659,6.6199317e-7,0.0001385531,0.00049549196,0.11807937,0.524767],"study_design_scores_gemma":[0.0061206343,0.00210674,0.6844025,0.0005883981,0.000030200348,0.000033682263,0.29837218,0.00026139955,0.00012898477,0.003345239,0.004430051,0.00017998782],"about_ca_topic_score_codex":0.4941687,"about_ca_topic_score_gemma":0.80175185,"teacher_disagreement_score":0.524587,"about_ca_system_score_codex":0.00032756157,"about_ca_system_score_gemma":0.00041068246,"threshold_uncertainty_score":0.5091997},"labels":[],"label_agreement":null},{"id":"W2617086030","doi":"10.1371/journal.pone.0177388","title":"Stigma of addiction and mental illness in healthcare: The case of patients’ experiences in dental settings","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Thematic analysis; Addiction; Health care; Empathy; Mental illness; Stigma (botany); Mental health; Medicine; Psychiatry; Qualitative research; Psychology; Nursing","score_opus":0.050715701745110524,"score_gpt":0.34382547565633054,"score_spread":0.29310977391122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617086030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99830115,0.00036905476,5.47286e-8,0.000449984,0.0001255361,0.0004966839,0.000042875006,0.0000033004585,0.00021136868],"genre_scores_gemma":[0.99970025,0.00004076867,0.000018573279,0.000046320187,0.000014519419,0.00013231744,0.000013266966,0.000004760023,0.000029237879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929506,0.0000755219,0.0002481252,0.00014128188,0.00010462284,0.0001353851],"domain_scores_gemma":[0.9995176,0.00004413547,0.00021300402,0.00017700506,0.000016044225,0.00003220306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014290099,0.00006535907,0.00015686353,0.00005359148,0.00018297344,0.000009205104,0.00010537001,0.000041450276,0.00009150739],"category_scores_gemma":[0.000016143043,0.000049126444,0.00001159404,0.000047279394,0.00014231281,0.00011855867,0.000052509637,0.00007013473,0.0000017874943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017921197,0.0015857491,0.9564119,0.00008091455,0.000020936533,0.000037125792,0.021593658,1.4041147e-8,0.00006509629,0.000120022756,0.000026147012,0.019879244],"study_design_scores_gemma":[0.0020102449,0.00031983783,0.9739297,0.00020907058,0.000012708482,0.000008245115,0.018917168,0.000030587875,0.0044419216,0.00004301077,0.000005499419,0.0000720299],"about_ca_topic_score_codex":0.008834947,"about_ca_topic_score_gemma":0.0027988201,"teacher_disagreement_score":0.019807214,"about_ca_system_score_codex":0.000035113662,"about_ca_system_score_gemma":0.0000056236463,"threshold_uncertainty_score":0.9977653},"labels":[],"label_agreement":null},{"id":"W2619527110","doi":"10.1111/jpm.12306","title":"Experiencing stigma as a nurse with mental illness","year":2017,"lang":"en","type":"article","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Coquitlam College","funders":"","keywords":"Stigma (botany); Mental illness; Psychology; Social stigma; Mental health; Psychiatry; Nursing; Medicine; MEDLINE; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.020897739672432254,"score_gpt":0.4115854798278194,"score_spread":0.39068774015538715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619527110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96463966,0.009092734,0.000077257886,0.009205032,0.0062046796,0.0005452107,0.000010670498,0.000014780126,0.01020997],"genre_scores_gemma":[0.9960907,0.0004985733,0.0014949598,0.00064759003,0.00057887874,0.000010156764,0.000005104549,0.000029423367,0.0006446054],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980333,0.00010173115,0.0006444937,0.00027609422,0.00039281516,0.0005515767],"domain_scores_gemma":[0.9977797,0.000024264913,0.001317727,0.00028726278,0.00004333569,0.00054769876],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004174536,0.00024098757,0.00042882605,0.00020546366,0.0027019226,0.00012250846,0.00027901563,0.000076722165,0.00020674273],"category_scores_gemma":[0.000004540205,0.0001786212,0.00008338784,0.000098580866,0.00022045217,0.0004935422,0.000018803248,0.00028668426,0.000015155584],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035303095,0.0015993874,0.0469833,0.00016170938,0.00011657073,0.00009441266,0.07038535,3.3433668e-7,0.0000309076,0.0019599535,0.012175431,0.8629623],"study_design_scores_gemma":[0.048539326,0.024851553,0.45484614,0.0064358567,0.00035042767,0.017697267,0.40118834,0.00007596575,0.0003997594,0.0025176895,0.041258022,0.0018396451],"about_ca_topic_score_codex":0.0004258964,"about_ca_topic_score_gemma":0.000030631272,"teacher_disagreement_score":0.86112267,"about_ca_system_score_codex":0.000355714,"about_ca_system_score_gemma":0.00013982726,"threshold_uncertainty_score":0.99859643},"labels":[],"label_agreement":null},{"id":"W2619623845","doi":"10.15288/jsad.2017.78.415","title":"Public Stigma Toward People With Drug Addiction: A Factorial Survey","year":2017,"lang":"en","type":"article","venue":"Journal of Studies on Alcohol and Drugs","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal; Montreal Clinical Research Institute","funders":"","keywords":"Addiction; Attribution; Psychology; Stigma (botany); Blame; Respondent; Psychiatry; Clinical psychology; Vignette; Social psychology","score_opus":0.16035761590897338,"score_gpt":0.4046496660350358,"score_spread":0.24429205012606245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619623845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840792,0.002948335,0.0000035417374,0.0033001336,0.0043208175,0.00016609859,0.000023759898,0.000010300519,0.005147851],"genre_scores_gemma":[0.99681145,0.0007184329,0.000021822594,0.0001716521,0.000869011,0.0000121958965,0.0000028091056,0.000011701141,0.0013809457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987844,0.00012162393,0.0003636772,0.00017883723,0.0003081824,0.00024327272],"domain_scores_gemma":[0.9984332,0.00023833654,0.0007028176,0.00021661185,0.00024016714,0.0001689004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006919264,0.00017053948,0.0004241845,0.00009643489,0.0008732679,0.00013619753,0.000208497,0.000046566056,0.00010340609],"category_scores_gemma":[0.00009084399,0.000102090526,0.00006185879,0.00005807292,0.00013273861,0.00030081684,0.000068173715,0.00021829724,0.000025088799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043528704,0.0008355804,0.84240776,0.00009836994,0.0023928236,0.00015445393,0.02481877,0.0000010987951,0.0000038671906,0.001105647,0.072155125,0.05167363],"study_design_scores_gemma":[0.004672951,0.0008329108,0.98750716,0.00012719327,0.00007925026,0.00004205483,0.0036843084,9.380377e-7,0.000024032108,0.00014896214,0.0027421468,0.00013809842],"about_ca_topic_score_codex":0.00045598435,"about_ca_topic_score_gemma":0.00046190948,"teacher_disagreement_score":0.14509939,"about_ca_system_score_codex":0.000059565195,"about_ca_system_score_gemma":0.000030989642,"threshold_uncertainty_score":0.6716559},"labels":[],"label_agreement":null},{"id":"W2621868837","doi":"10.3329/bjpsy.v29i1.32745","title":"Pattern of prescribing psychotropics in the outpatient department of a tertiary psychiatric hospital","year":2017,"lang":"en","type":"article","venue":"Bangladesh Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Medical prescription; Medicine; Psychiatry; Checklist; Psychotropic drug; Outpatient clinic; Family medicine; Drug; Psychology; Internal medicine; Pharmacology","score_opus":0.02236032267229862,"score_gpt":0.3270704398066901,"score_spread":0.30471011713439144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621868837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98351043,0.0043676347,0.000117913674,0.0034445932,0.0059400075,0.00057772856,0.00003745633,0.0000040252858,0.0020002136],"genre_scores_gemma":[0.9979565,0.00011396477,0.0010902864,0.00025803197,0.00050039095,0.000022758397,0.000005608271,0.0000209489,0.000031469586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975,0.0002151952,0.0012679384,0.00020609878,0.00047978715,0.0003309528],"domain_scores_gemma":[0.99676174,0.00006237385,0.0022443086,0.00074695377,0.000094363735,0.000090272144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005795579,0.00021280655,0.00042585027,0.00024309932,0.00017831943,0.000036909638,0.0010776664,0.00012831463,0.0001596646],"category_scores_gemma":[0.000016462236,0.00014273047,0.00029080207,0.00012416267,0.00010721513,0.00022083329,0.000053193715,0.00037605496,0.000008396689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028355763,0.0031053058,0.9590309,0.0001493319,0.00013725607,0.000027483416,0.0030050324,0.0000019449355,0.000009836038,0.0007169502,0.0062197335,0.027312633],"study_design_scores_gemma":[0.003558846,0.0017928232,0.9906401,0.00032312016,0.00011977179,0.000060535946,0.0016774231,0.0000039983756,0.000054929522,0.0012027061,0.00042696754,0.00013878579],"about_ca_topic_score_codex":0.00024938807,"about_ca_topic_score_gemma":0.0002340119,"teacher_disagreement_score":0.031609155,"about_ca_system_score_codex":0.000044264336,"about_ca_system_score_gemma":0.00006563582,"threshold_uncertainty_score":0.582038},"labels":[],"label_agreement":null},{"id":"W2622390686","doi":"10.1007/s40596-017-0735-z","title":"Building Provincial Mental Health Capacity in Primary Care: An Evaluation of a Project ECHO Mental Health Program","year":2017,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":138,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; University Health Network","funders":"Ontario Ministry of Health and Long-Term Care; Centre for Addiction and Mental Health","keywords":"Mental health; Competence (human resources); Program evaluation; Medicine; Nursing; Psychology; Psychiatry","score_opus":0.11388661254127144,"score_gpt":0.4734643346676833,"score_spread":0.3595777221264118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622390686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97588235,0.0048721475,0.0000042738025,0.0043414035,0.0038007512,0.0075395857,0.00025103995,0.00009959127,0.0032088447],"genre_scores_gemma":[0.99218136,0.0001935901,0.004678244,0.001171972,0.00053200853,0.00073988276,0.00042009843,0.000044981185,0.00003787654],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958569,0.000727654,0.0010176575,0.00075504155,0.00079861115,0.0008441441],"domain_scores_gemma":[0.99770176,0.000014866403,0.0012780711,0.00071020384,0.0000559425,0.00023913042],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025342922,0.0003230784,0.0005493254,0.00025739404,0.0009397862,0.000038279577,0.00071019353,0.0003132566,0.000045170094],"category_scores_gemma":[0.00001571132,0.00031348117,0.00009898717,0.00018066794,0.00016893269,0.00058799604,0.00012520431,0.0007939656,0.000010937941],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051924237,0.0014647854,0.3476992,0.00070416275,0.000051937186,5.2917284e-7,0.016972026,5.9705707e-7,0.00007242358,0.001340242,0.0046070768,0.6265678],"study_design_scores_gemma":[0.014561702,0.0036630095,0.9676624,0.0014007196,0.000057253343,0.000045236673,0.0068254014,0.00027785733,0.000111914786,0.0018618483,0.0028698726,0.0006627847],"about_ca_topic_score_codex":0.010069886,"about_ca_topic_score_gemma":0.003082028,"teacher_disagreement_score":0.625905,"about_ca_system_score_codex":0.0017802124,"about_ca_system_score_gemma":0.0015423713,"threshold_uncertainty_score":0.99993175},"labels":[],"label_agreement":null},{"id":"W2622781839","doi":"10.3329/bjpsy.v28i2.32735","title":"Attitudes towards psychiatry among undergraduate medical students","year":2017,"lang":"en","type":"article","venue":"Bangladesh Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Psychiatry; Mental health; Psychology; Medical education; Family medicine; Medicine","score_opus":0.0272042110197505,"score_gpt":0.4025579406632283,"score_spread":0.3753537296434778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622781839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9272567,0.004132705,0.00012317322,0.0256868,0.02672008,0.00029159978,0.000011781086,0.000036878388,0.015740277],"genre_scores_gemma":[0.99146324,0.00022729985,0.0021423202,0.0012004464,0.0031397338,0.0000154933,0.000005449118,0.000053151383,0.0017528654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99600106,0.0001916194,0.0011077784,0.0003661564,0.0017257913,0.00060756644],"domain_scores_gemma":[0.9967022,0.00004268799,0.0016033978,0.0008538936,0.0001308225,0.00066699804],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013458158,0.0003456427,0.0005752268,0.00023123217,0.00084893993,0.00037031976,0.002885189,0.0003354975,0.002597032],"category_scores_gemma":[0.00006320899,0.00027231983,0.00038913995,0.00010602696,0.00029581127,0.00054222794,0.00024588173,0.0007995324,0.00026181477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002745428,0.001690108,0.9254837,0.000085379266,0.0004929569,0.00017673598,0.00013368223,3.073811e-7,0.0000010070739,0.009120688,0.0463548,0.016186072],"study_design_scores_gemma":[0.004900068,0.0005290699,0.98339915,0.000654716,0.0001577843,0.0003632756,0.00030512057,0.0000017326969,0.0000058817022,0.007679526,0.0017398116,0.00026387064],"about_ca_topic_score_codex":0.00026774866,"about_ca_topic_score_gemma":0.00083056407,"teacher_disagreement_score":0.06420654,"about_ca_system_score_codex":0.000088065506,"about_ca_system_score_gemma":0.0003832374,"threshold_uncertainty_score":0.9999729},"labels":[],"label_agreement":null},{"id":"W2623703781","doi":"10.1016/j.apnu.2017.06.009","title":"Psychiatric and Mental Health Nursing in China: Past, Present and Future","year":2017,"lang":"en","type":"article","venue":"Archives of Psychiatric Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Guangzhou Brain Hospital","keywords":"Mental health; China; Stigma (botany); Nursing; Government (linguistics); Psychiatry; Economic shortage; Medicine; Mental health service; Psychology; Political science","score_opus":0.01440151153642442,"score_gpt":0.3697449464880397,"score_spread":0.35534343495161524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623703781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8311235,0.036243834,0.00008428056,0.063245766,0.004053475,0.0011103158,0.000035092457,0.000035544923,0.0640682],"genre_scores_gemma":[0.98781174,0.0017979641,0.008199499,0.00008788404,0.0018048352,0.000019663616,0.000019567315,0.000034767545,0.00022405115],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980394,0.00016690194,0.0005039089,0.00054715463,0.00017533125,0.0005672772],"domain_scores_gemma":[0.9987026,0.00005358444,0.000493357,0.00051024195,0.000005116264,0.00023514353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017761344,0.00026151302,0.00040895463,0.00043375482,0.0009616841,0.00006663335,0.0002829668,0.000075976735,0.000032528398],"category_scores_gemma":[0.0000015550828,0.0002421233,0.00007033386,0.00014626632,0.00039224603,0.00020172248,0.00004757821,0.0002552762,0.0000027739097],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039162138,0.00086722657,0.15935633,0.00013510768,0.000024876428,0.0000029569067,0.011506581,2.6602905e-7,0.0000073971237,0.004186132,0.0034086667,0.8201128],"study_design_scores_gemma":[0.0034178118,0.000525398,0.9794417,0.0003684407,0.000027070473,0.000057624635,0.0023751503,0.00009647226,0.000003995189,0.011546389,0.0019286742,0.00021125449],"about_ca_topic_score_codex":0.0005006802,"about_ca_topic_score_gemma":0.000029090974,"teacher_disagreement_score":0.8200854,"about_ca_system_score_codex":0.000051948635,"about_ca_system_score_gemma":0.000034915232,"threshold_uncertainty_score":0.98735017},"labels":[],"label_agreement":null},{"id":"W2624709243","doi":"10.1186/s12889-017-4371-z","title":"Social determinants of depression and suicidal behaviour in the Caribbean: a systematic review","year":2017,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Institute on Minority Health and Health Disparities; Medical Research Council","keywords":"Medicine; Depression (economics); Social support; Checklist; Marital status; Psychiatry; Suicide prevention; Public health; Residence; Poison control; Social inequality; Demography; Mental health; Psychology; Inequality; Environmental health; Population","score_opus":0.30553685750070525,"score_gpt":0.5371978800393159,"score_spread":0.23166102253861065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624709243","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020145622,0.99158376,8.835315e-7,0.00028962054,0.0002416337,0.007143675,0.00008742359,0.00001323295,0.00043832578],"genre_scores_gemma":[0.0022844293,0.9950805,0.000010964051,0.00031838403,0.00009854022,0.0017907338,0.00010109239,0.00003324333,0.00028212377],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9935469,0.003174201,0.0018568011,0.00046300457,0.00034216486,0.0006169133],"domain_scores_gemma":[0.99606884,0.0003899382,0.0024650088,0.0008737718,0.00003427599,0.00016816387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004852919,0.00036689892,0.0036079115,0.00019476465,0.00040419283,0.000070991526,0.0008165197,0.00028761313,0.00004109675],"category_scores_gemma":[0.00016795752,0.00020497583,0.00027375223,0.00020437213,0.000081949984,0.0001098698,0.00012064153,0.00038996458,0.00002553042],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014069046,0.00013622892,0.0031166568,0.7265809,0.000014172242,0.000011699803,0.00043071632,3.935871e-11,6.882e-11,0.000093141396,0.0006163418,0.2689987],"study_design_scores_gemma":[0.0008767723,0.00021217806,0.0131842205,0.8944389,0.0009936799,0.00036819527,0.00041843517,5.7017184e-7,4.5901767e-9,0.000014617322,0.08906731,0.00042509078],"about_ca_topic_score_codex":0.0024845176,"about_ca_topic_score_gemma":0.0016404416,"teacher_disagreement_score":0.2685736,"about_ca_system_score_codex":0.00018778235,"about_ca_system_score_gemma":0.0006625496,"threshold_uncertainty_score":0.83586717},"labels":[],"label_agreement":null},{"id":"W2624916913","doi":"10.1016/j.jad.2017.06.028","title":"The impacts of the global financial crisis on hospitalizations due to depressive illnesses in Taiwan: A prospective nationwide population-based study","year":2017,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demography; Recession; Unemployment; Socioeconomic status; Incidence (geometry); Quarter (Canadian coin); Population; Medicine; Confounding; Financial crisis; Ecological study; Depression (economics); Environmental health; Economics; Geography; Economic growth","score_opus":0.009116344022156924,"score_gpt":0.3604472821993052,"score_spread":0.3513309381771483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624916913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930065,0.000088732246,0.00009035487,0.0035811185,0.0009952922,0.0015518259,0.000025397503,0.000003359578,0.0006574044],"genre_scores_gemma":[0.99969417,0.0000024069377,0.0000073837614,0.00012739138,0.000052127176,0.00009780629,0.0000010504504,0.000008597148,0.000009084259],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877745,0.00026115833,0.00032947975,0.00015051552,0.00029948758,0.00018188411],"domain_scores_gemma":[0.99835587,0.00030143632,0.0007711439,0.00029594853,0.00022083757,0.000054782206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029004551,0.00013093995,0.00022193517,0.00008882993,0.00081579946,0.00006382024,0.00038708726,0.000046481546,0.0000148533245],"category_scores_gemma":[0.0015925303,0.00007494751,0.00010442688,0.0002937123,0.000048951657,0.00017116746,0.00003978922,0.0001373544,0.0000021266485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004245794,0.0010706102,0.98989385,0.0000063982006,0.000069465365,0.0000062069,0.0023159205,0.00039410056,8.345832e-7,0.0012240706,0.0003016925,0.0042922962],"study_design_scores_gemma":[0.0023019672,0.0009834856,0.98865193,0.00007351217,0.00003860218,0.0000012260226,0.0037496407,0.000004537839,0.00005310982,0.0040575657,0.000010574145,0.00007382495],"about_ca_topic_score_codex":0.0027896718,"about_ca_topic_score_gemma":0.03264386,"teacher_disagreement_score":0.029854188,"about_ca_system_score_codex":0.00028273714,"about_ca_system_score_gemma":0.00010310119,"threshold_uncertainty_score":0.9850079},"labels":[],"label_agreement":null},{"id":"W2625272097","doi":"10.1177/0706743717711172","title":"Reducing Stigma in Media Professionals: Is there Room for Improvement? Results from a Systematic Review","year":2017,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Psychology; Health professionals; Systematic review; MEDLINE; Medicine; Applied psychology; Clinical psychology; Psychiatry; Health care","score_opus":0.12540019210847542,"score_gpt":0.44264405960376246,"score_spread":0.31724386749528705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625272097","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037098034,0.97747415,7.4025326e-7,0.006966811,0.008505776,0.004933562,0.0014217747,0.0000040336004,0.00065603014],"genre_scores_gemma":[0.000110134264,0.9948119,0.00024053088,0.001219638,0.0014020556,0.0004557939,0.00014503016,0.00007624361,0.0015386986],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99510247,0.0007071977,0.0028969753,0.00038816428,0.00031141532,0.0005937612],"domain_scores_gemma":[0.99235773,0.0007424323,0.0050640013,0.001203712,0.00012193302,0.0005101763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031088605,0.0004789516,0.0028309443,0.0003335928,0.00063832727,0.0001132288,0.0017087816,0.00036286286,0.0004612087],"category_scores_gemma":[0.0003773152,0.0002642944,0.0007451686,0.0001804134,0.000062139305,0.00011840774,0.000027335163,0.0009075625,0.00008678672],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006396373,0.00011443095,0.000034586763,0.6704396,0.0010316361,0.000067358014,0.0017378154,3.0339056e-8,3.642486e-9,0.00054549065,0.10947939,0.21648571],"study_design_scores_gemma":[0.0010621531,0.00012024843,0.00004353229,0.88418347,0.0027191874,0.00007113358,0.00042929247,3.3779696e-7,2.8121386e-8,0.002037513,0.10906871,0.00026440155],"about_ca_topic_score_codex":0.025998257,"about_ca_topic_score_gemma":0.2172669,"teacher_disagreement_score":0.2162213,"about_ca_system_score_codex":0.00053481193,"about_ca_system_score_gemma":0.0045713275,"threshold_uncertainty_score":0.9999809},"labels":[],"label_agreement":null},{"id":"W2625613347","doi":"10.47611/jsr.v6i1.318","title":"Establishing Optimal Mental Health Care for Common Mental Disorders in Primary Health Care","year":2017,"lang":"en","type":"article","venue":"Journal of Student Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mental health; Acknowledgement; Health care; Health promotion; Nursing; Mental health law; Health policy; HRHIS; Inclusion (mineral); International health; Social determinants of health; Psychology; Medicine; Public health; Psychiatry; Political science; Social psychology","score_opus":0.1393056939954523,"score_gpt":0.5706020481816084,"score_spread":0.4312963541861561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625613347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9551744,0.015652327,0.0000066222624,0.019789228,0.001573212,0.002640702,0.000118792064,0.000008505394,0.005036222],"genre_scores_gemma":[0.9969348,0.0012684609,0.00046976272,0.0004095502,0.0003671506,0.00009530069,0.00010507385,0.00003522531,0.00031470094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99591255,0.0005193922,0.0009002101,0.00033524833,0.001270626,0.001061971],"domain_scores_gemma":[0.9980657,0.00019357384,0.0007238254,0.0004350315,0.00018385024,0.00039802043],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025776124,0.00020057049,0.00061041606,0.00045192073,0.0023850917,0.0003688825,0.0011996018,0.000086970926,0.0000829265],"category_scores_gemma":[0.000022746726,0.00017056297,0.00015958401,0.00012901633,0.00015556492,0.0005663932,0.00040144194,0.0008534152,0.000009768355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021613347,0.0018674466,0.4713129,0.0008597334,0.00016207666,0.00005587778,0.1432882,0.000006041113,0.000014425726,0.00025248926,0.047406036,0.33261344],"study_design_scores_gemma":[0.010801516,0.006040671,0.7847793,0.000540515,0.000008350404,0.00003191251,0.16076368,0.0000039354977,0.000022996055,0.0000351297,0.036758974,0.00021300108],"about_ca_topic_score_codex":0.0034811557,"about_ca_topic_score_gemma":0.0063410704,"teacher_disagreement_score":0.33240044,"about_ca_system_score_codex":0.00333766,"about_ca_system_score_gemma":0.00046222843,"threshold_uncertainty_score":0.99891365},"labels":[],"label_agreement":null},{"id":"W2625681443","doi":"10.15173/m.v1i27.1161","title":"The Elephant in the Room: Addressing Student Mental Health at McMaster University","year":2016,"lang":"en","type":"article","venue":"The Meducator","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Peer review; Medicine; Psychology; Medical education; Psychiatry; Biology","score_opus":0.06371634954610712,"score_gpt":0.4012515629335078,"score_spread":0.33753521338740067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625681443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9249781,0.0014041355,0.000001313589,0.06621278,0.0010439755,0.0007071805,0.000018435727,0.000014130924,0.0056199757],"genre_scores_gemma":[0.9719866,0.0001676255,0.0000046695473,0.0018578833,0.000153176,0.000026416268,0.0000035613118,0.000009912811,0.025790155],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983238,0.0006589872,0.00017425134,0.00019543007,0.00021528962,0.00043222087],"domain_scores_gemma":[0.9990621,0.0003602679,0.00011554169,0.00037789845,0.000007439582,0.00007673482],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085972087,0.000117161406,0.0001153169,0.000028534738,0.0010300264,0.000027567467,0.0006162274,0.000028353646,0.0012219854],"category_scores_gemma":[0.000004367976,0.00004113742,0.000045435514,0.00011816,0.000117106116,0.000058510584,0.00012174255,0.000103950864,0.00039688556],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013876591,0.002036596,0.14164661,0.000039397615,0.00021935502,0.0000406336,0.16918592,1.1886963e-7,0.00035255306,0.010160161,0.22648601,0.44844496],"study_design_scores_gemma":[0.002660209,0.00024152454,0.52814335,0.00013537139,0.000023502453,0.000038623675,0.059319768,8.617033e-7,0.0001790519,0.00016869378,0.40891528,0.00017375995],"about_ca_topic_score_codex":0.00039505525,"about_ca_topic_score_gemma":0.00085602555,"teacher_disagreement_score":0.44827121,"about_ca_system_score_codex":0.00045238552,"about_ca_system_score_gemma":0.00004819146,"threshold_uncertainty_score":0.999691},"labels":[],"label_agreement":null},{"id":"W2626712265","doi":"10.5539/gjhs.v9n9p26","title":"Older Thai Peoples’ Perceptions and Experiences of Major Depression","year":2017,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mittuniversitetet","keywords":"Loneliness; Mental health; Distress; Context (archaeology); Qualitative research; Medicine; Depression (economics); Feeling; Population; Mental health literacy; Psychiatry; Psychology; Mental illness; Clinical psychology; Social psychology","score_opus":0.03845480954055522,"score_gpt":0.4482389336983314,"score_spread":0.4097841241577762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626712265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937144,0.001839953,0.00009215498,0.0009317085,0.001201488,0.00013878301,0.000004623876,0.000003411732,0.0020734847],"genre_scores_gemma":[0.9989928,0.00010794284,0.00062779424,0.00016200032,0.000056967965,0.0000044442413,1.8427284e-7,0.0000018674381,0.000045984627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863285,0.000042423664,0.00044305722,0.00017396767,0.00039292482,0.00031479695],"domain_scores_gemma":[0.99849015,0.000021974049,0.00088486756,0.0002504762,0.00009519895,0.00025730077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008504146,0.00007778381,0.00021655565,0.000067578454,0.0012472252,0.00007507217,0.0005903537,0.000030709813,0.00022856746],"category_scores_gemma":[0.000035850742,0.00005350694,0.000035479632,0.00011823233,0.0007123034,0.00053213886,0.000100281286,0.00007799363,0.0000071484064],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007347179,0.0002232353,0.87241894,0.00006326101,0.000006845363,0.0000141364035,0.01835522,2.9041502e-7,0.00007008657,0.0008628245,0.00079679204,0.107114874],"study_design_scores_gemma":[0.00060287316,0.00023501404,0.96844995,0.00016237631,0.00000499997,0.0002966096,0.02999337,0.000004675708,0.000058268895,0.00012945835,0.000017700646,0.00004472081],"about_ca_topic_score_codex":0.00040828338,"about_ca_topic_score_gemma":0.000040978037,"teacher_disagreement_score":0.10707015,"about_ca_system_score_codex":0.000079141675,"about_ca_system_score_gemma":0.00024979524,"threshold_uncertainty_score":0.95927745},"labels":[],"label_agreement":null},{"id":"W2627076981","doi":"10.1186/s12875-017-0645-x","title":"Moderate mental illness as a predictor of chronic disease prevention and screening","year":2017,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Health Canada; Ontario Institute for Cancer Research; Ontario Ministry of Research and Innovation; Partenariat Canadien Contre Le Cancer; Heart and Stroke Foundation of Canada","keywords":"Medicine; Mental illness; Chronic disease; Psychiatry; MEDLINE; Mental health; Intensive care medicine","score_opus":0.08987349814027422,"score_gpt":0.43269478804164696,"score_spread":0.3428212899013727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2627076981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97670716,0.0028064484,0.0008470884,0.0003698736,0.0006850867,0.0007534759,0.000039725903,0.00003025722,0.017760888],"genre_scores_gemma":[0.9952452,0.00019198249,0.00071219297,0.00014740038,0.00014332648,0.000114155206,0.000031118692,0.000018042794,0.0033965642],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99885464,0.00019783092,0.00023069693,0.00030257404,0.00019444799,0.00021981688],"domain_scores_gemma":[0.99872136,0.00016821283,0.00045827695,0.0004563941,0.000041171068,0.00015459942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031897725,0.00013182363,0.0001572712,0.000040105453,0.0005912741,0.00009533807,0.00017588267,0.000056714907,0.0001544627],"category_scores_gemma":[0.00014762807,0.00012232258,0.00004402142,0.000027944281,0.000095270225,0.0010118685,0.000113078895,0.00010118705,0.000058384467],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.038877923,0.007908465,0.23521201,0.0021480664,0.001263216,0.00042383288,0.008886868,0.000046704856,0.0017585686,0.029536312,0.0068329046,0.66710514],"study_design_scores_gemma":[0.008319437,0.00093138375,0.97129965,0.00040612154,0.00047529154,0.000039462913,0.0031315035,0.0028523891,0.00029217565,0.00093282,0.0109281745,0.0003915971],"about_ca_topic_score_codex":0.0008004982,"about_ca_topic_score_gemma":0.00003771643,"teacher_disagreement_score":0.7360876,"about_ca_system_score_codex":0.000046030847,"about_ca_system_score_gemma":0.00006825137,"threshold_uncertainty_score":0.49881703},"labels":[],"label_agreement":null},{"id":"W2647683568","doi":"10.1016/j.euroneuro.2017.06.008","title":"National funding for mental health research in Finland, France, Spain and the United Kingdom","year":2017,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"King's College London; National Institute for Health and Care Research","keywords":"Mental health; Quarter (Canadian coin); Public health; Environmental health; Public funding; Economic growth; Medicine; Political science; Geography; Public administration; Psychiatry; Economics; Nursing","score_opus":0.2383871242454647,"score_gpt":0.50841811211241,"score_spread":0.27003098786694524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2647683568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9331795,0.00039191867,0.00001604356,0.030501893,0.0032615403,0.0020240461,0.000040529347,0.00004351483,0.030541042],"genre_scores_gemma":[0.98873866,0.00017198225,0.000057524376,0.0072160773,0.00057256856,0.00017699703,0.000028889126,0.00006193525,0.0029753654],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99530905,0.0028623124,0.00039546165,0.00051006296,0.00023454637,0.0006885355],"domain_scores_gemma":[0.9982988,0.00092298014,0.0002481135,0.00031802632,0.000064756925,0.00014728637],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004854759,0.0001688381,0.00024016539,0.00035378677,0.0016174038,0.000116062656,0.0006043839,0.00003863398,0.0001581587],"category_scores_gemma":[0.000089969,0.00012806381,0.000049090166,0.00020532972,0.0005904111,0.000098168035,0.00018931252,0.00049149035,0.0001548823],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.029358473,0.0027622995,0.079877585,0.00049069285,0.0004552123,0.00083704083,0.012181886,0.00003087839,0.0035196703,0.15383244,0.4661462,0.25050762],"study_design_scores_gemma":[0.029702438,0.0004763475,0.5090861,0.000054909488,0.000008188846,0.000047996622,0.0001276362,0.00054976874,0.0000036544807,0.0006273836,0.45913783,0.00017779878],"about_ca_topic_score_codex":0.00028341703,"about_ca_topic_score_gemma":0.000029931527,"teacher_disagreement_score":0.42920846,"about_ca_system_score_codex":0.00006546762,"about_ca_system_score_gemma":0.000029602166,"threshold_uncertainty_score":0.99968237},"labels":[],"label_agreement":null},{"id":"W269848604","doi":"10.1177/070674370705200202","title":"Chronic Disease Management for Depression in Primary Care: A Summary of the Current Literature and Implications for Practice","year":2007,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"PsycINFO; CINAHL; MEDLINE; Medicine; Randomized controlled trial; Cochrane Library; Management of depression; Depression (economics); Disease management; Primary care; Systematic review; Family medicine; Psychiatry; Psychological intervention","score_opus":0.04272000863777656,"score_gpt":0.42187672181271124,"score_spread":0.3791567131749347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W269848604","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024045896,0.9897276,0.000023845689,0.0032943606,0.0027128628,0.0029729495,0.00057009415,0.0000014218896,0.00067277346],"genre_scores_gemma":[0.00030345554,0.99716127,0.00064674765,0.0003401486,0.00083908305,0.00035910404,0.000143449,0.000036405316,0.00017035835],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857175,0.00016971202,0.0006713811,0.00018924297,0.000097429416,0.00030049327],"domain_scores_gemma":[0.9980466,0.00025042202,0.0009240378,0.00040555742,0.00010012592,0.00027328715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005096815,0.00020412047,0.0004485395,0.00026644245,0.0003043263,0.00003963316,0.00049181824,0.00009702399,0.000005413628],"category_scores_gemma":[0.000013259057,0.00011225785,0.0003165111,0.00027342248,0.00006483543,0.00007877671,0.000025806905,0.00044336639,5.280683e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008781006,0.000055841483,0.0014654024,0.021309515,0.00013316669,0.000003503788,0.00023075374,3.6710307e-7,2.1103828e-9,0.0052206907,0.007222764,0.9642702],"study_design_scores_gemma":[0.0008205595,0.00007767837,0.012482993,0.021843959,0.0012687517,0.000049432423,0.000059877468,1.2498715e-7,7.665312e-9,0.0020866033,0.9611995,0.00011046417],"about_ca_topic_score_codex":0.00020041244,"about_ca_topic_score_gemma":0.0147269,"teacher_disagreement_score":0.9641597,"about_ca_system_score_codex":0.0005946506,"about_ca_system_score_gemma":0.0020153783,"threshold_uncertainty_score":0.8217956},"labels":[],"label_agreement":null},{"id":"W2725097720","doi":"10.1177/0706743717719079","title":"Examining the Application of the Opening Minds Survey in the Community Health Centre Setting","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Calgary; Queen's University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Stigma (botany); Mental health; Psychology; Scale (ratio); Confirmatory factor analysis; Mental illness; Reliability (semiconductor); Clinical psychology; Health care; Psychiatry; Social stigma; Internal validity; Social psychology; Medicine; Family medicine; Structural equation modeling; Statistics","score_opus":0.10023178827343622,"score_gpt":0.3862792374581488,"score_spread":0.2860474491847126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725097720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94010395,0.00087316503,0.000007932713,0.054702725,0.0013723853,0.00042397808,0.000027220538,0.0000011286752,0.002487492],"genre_scores_gemma":[0.9976003,0.000004307308,0.00006684254,0.0020203644,0.0001962605,0.000006066936,0.000003477494,0.000010260221,0.00009211608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99658847,0.002362295,0.00048090666,0.00007639207,0.0001769073,0.00031504556],"domain_scores_gemma":[0.99719775,0.0004149208,0.0012068868,0.0010150931,0.00005171399,0.00011363853],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0072044414,0.00010275425,0.00017254445,0.00005336299,0.0034740088,0.000113464775,0.0022538477,0.000051737148,0.000044441378],"category_scores_gemma":[0.00008465753,0.00004521876,0.00006167155,0.00014282648,0.00021751503,0.00008329561,0.00004404043,0.0008712209,0.0000043817486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023008162,0.00003459768,0.96953344,0.0000142444405,0.000027084392,0.0000010301205,0.010969641,0.0000089661735,4.34173e-7,0.0019770137,0.0036387504,0.013771806],"study_design_scores_gemma":[0.00044063345,0.000058170674,0.98582953,0.000115791496,0.000015498372,0.00003901042,0.011815245,0.000015219784,0.0000017812176,0.0011202318,0.0005065533,0.000042341948],"about_ca_topic_score_codex":0.47306255,"about_ca_topic_score_gemma":0.95465463,"teacher_disagreement_score":0.48159212,"about_ca_system_score_codex":0.000115604875,"about_ca_system_score_gemma":0.0006327703,"threshold_uncertainty_score":0.99782336},"labels":[],"label_agreement":null},{"id":"W2725699515","doi":"10.1016/j.eurpsy.2017.01.527","title":"Improving dual diagnosis care in acute psychiatric inpatient settings through education","year":2017,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Providence Health Care","funders":"","keywords":"Dual diagnosis; Medicine; Acute care; Dual (grammatical number); Session (web analytics); Nursing; Psychiatry; Mental health; Health care","score_opus":0.015236226280468486,"score_gpt":0.3468000507071853,"score_spread":0.3315638244267168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725699515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8208713,0.0053399173,0.000008672632,0.0020654537,0.012345202,0.00067882583,0.000032802054,0.00008177941,0.15857603],"genre_scores_gemma":[0.9924075,0.00006742042,0.0030126418,0.0020501518,0.0011702438,0.0001788502,0.00010633455,0.00007761928,0.0009292175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979174,0.00024877317,0.0005087054,0.0006481305,0.00018786691,0.0004891298],"domain_scores_gemma":[0.998259,0.000022130796,0.00053400587,0.0010266537,0.000037287657,0.00012092848],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022034989,0.00028007838,0.00021961205,0.00014929658,0.00082410907,0.00016678816,0.00054972945,0.00007900589,0.00031248803],"category_scores_gemma":[0.000014623245,0.00026813132,0.00010581164,0.00014556728,0.000059880003,0.0003983711,0.00013146878,0.00031162897,0.0008451333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013537999,0.0010675755,0.7539361,0.00015561824,0.000043885997,0.000029200819,0.009405339,3.278625e-7,0.0000035311248,0.0022691938,0.023431398,0.20952244],"study_design_scores_gemma":[0.002792321,0.00060457963,0.9656065,0.00032353387,0.00010367753,0.000019673013,0.0088457605,0.0000016814063,0.000013574046,0.00046561257,0.020751977,0.00047107777],"about_ca_topic_score_codex":0.00081930053,"about_ca_topic_score_gemma":0.00036745096,"teacher_disagreement_score":0.21167041,"about_ca_system_score_codex":0.00011052247,"about_ca_system_score_gemma":0.00007661002,"threshold_uncertainty_score":0.9999771},"labels":[],"label_agreement":null},{"id":"W2727607562","doi":"10.1080/01612840.2017.1335362","title":"General Beliefs and Stigma Regarding Illicit Drug Use: Perspectives of Family Members and Significant Others of Drug Users in an Inner City in Brazil","year":2017,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Stigma (botany); Illicit drug; Drug; Social stigma; Population; Psychiatry; Psychology; Drug user; Substance use; Medicine; Social psychology; Environmental health; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.04801832579434105,"score_gpt":0.43252903851130353,"score_spread":0.38451071271696247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727607562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904441,0.005394318,9.0347413e-7,0.0021860478,0.0003619559,0.0008443874,0.000038548216,0.000011797362,0.000717937],"genre_scores_gemma":[0.9977267,0.0008527829,0.00087965245,0.00017056202,0.000044627097,0.000026810709,0.0000131333945,0.000027679947,0.0002580476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976248,0.0004073101,0.0007010203,0.00052710524,0.00022657333,0.00051314704],"domain_scores_gemma":[0.9989305,0.00009747015,0.0004278777,0.0003528781,0.000021545493,0.00016974218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093723275,0.00022757174,0.00058651256,0.00036401366,0.000283537,0.000049520626,0.00020209287,0.00009090293,0.000033280685],"category_scores_gemma":[0.000020596839,0.0002273565,0.000028382314,0.00015142145,0.0005442339,0.00057299307,0.000052609972,0.00024976174,4.207614e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057327165,0.00066005177,0.74163604,0.00019254726,0.0000134348375,0.000014283185,0.23229851,0.000009833896,0.00046648012,0.00065825187,0.00026349124,0.023213819],"study_design_scores_gemma":[0.00359274,0.00025481026,0.8795794,0.001825768,0.000006021823,0.0000037463237,0.11331321,0.00022297143,0.00062928506,0.00030654809,0.00005851194,0.00020698665],"about_ca_topic_score_codex":0.05741988,"about_ca_topic_score_gemma":0.00745236,"teacher_disagreement_score":0.13794337,"about_ca_system_score_codex":0.0005346761,"about_ca_system_score_gemma":0.000036436122,"threshold_uncertainty_score":0.94885683},"labels":[],"label_agreement":null},{"id":"W2727825189","doi":"10.1186/s13643-017-0530-7","title":"Quality indicators for care of depression in primary care settings: a systematic review","year":2017,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; Toronto General Hospital; University Health Network; Health Sciences Centre; Lunenfeld-Tanenbaum Research Institute; Public Health Ontario","funders":"Canadian Institutes of Health Research","keywords":"PsycINFO; Grey literature; Medicine; Stakeholder; Quality (philosophy); MEDLINE; Systematic review; Critical appraisal; Checklist; Inclusion (mineral); Nursing; Alternative medicine; Psychology","score_opus":0.186174762753644,"score_gpt":0.5232714739750298,"score_spread":0.33709671122138585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727825189","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000010268902,0.8622915,0.000008306516,0.0000045110955,0.00066163077,0.13254195,0.00022951388,0.00002816696,0.004233353],"genre_scores_gemma":[0.000019230429,0.91538,0.00014707184,0.00009942427,0.00007261878,0.08275362,0.0009081051,0.000098246375,0.0005216775],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97877353,0.008379858,0.01066719,0.0010161635,0.00058492547,0.00057830906],"domain_scores_gemma":[0.9763307,0.0016439429,0.0179769,0.0037193573,0.00015748924,0.00017162718],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00837112,0.0010785548,0.023614371,0.00047770882,0.00021822259,0.000050405273,0.0016597243,0.00058825576,0.000058140085],"category_scores_gemma":[0.0018012337,0.00060200517,0.002461676,0.00043918367,0.000060133414,0.00012340915,0.00017600901,0.00038320944,0.0003131771],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031553943,0.000060932558,0.000021021015,0.86547726,0.00019659572,0.0000062325153,0.0012314931,1.0659534e-9,3.4859742e-9,0.00003986375,0.00041132682,0.1325521],"study_design_scores_gemma":[0.00035935457,0.00005004436,0.0000052149644,0.8763434,0.0050487234,0.000025252826,0.0005422003,2.436135e-8,4.0145597e-8,0.0000026596576,0.1172185,0.0004045853],"about_ca_topic_score_codex":0.000046787412,"about_ca_topic_score_gemma":0.00001749382,"teacher_disagreement_score":0.1321475,"about_ca_system_score_codex":0.00088426523,"about_ca_system_score_gemma":0.00021690581,"threshold_uncertainty_score":0.99964315},"labels":[],"label_agreement":null},{"id":"W2733484773","doi":"10.1016/j.eurpsy.2017.01.988","title":"Task-shifting in Mental Health Services: Extent, Impact and Challenges in Ghana","year":2017,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Remuneration; Mental health; Thematic analysis; Psychology; Mental healthcare; Focus group; Nursing; Scope (computer science); Quality (philosophy); Health care; Public relations; Medicine; Medical education; Qualitative research; Business; Political science; Psychiatry; Sociology; Marketing","score_opus":0.06179523386350516,"score_gpt":0.38739107315232507,"score_spread":0.3255958392888199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733484773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89012253,0.045216788,2.958275e-7,0.0064640217,0.0013548584,0.0004055683,0.000022709039,0.00003474264,0.056378495],"genre_scores_gemma":[0.99700576,0.0015395272,0.00017916466,0.00073265284,0.00025281764,0.000010127314,0.000023496616,0.00004387224,0.00021258743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981147,0.00036052274,0.00039954242,0.0004945026,0.000108784916,0.0005219649],"domain_scores_gemma":[0.9989293,0.000015638407,0.00030148085,0.0005720711,0.0000051958077,0.0001762826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007227083,0.00021805518,0.00025850342,0.00015444905,0.0003810719,0.00008503303,0.0003764827,0.000042290114,0.00013317833],"category_scores_gemma":[0.0000023912298,0.00019281995,0.000045850047,0.00005742029,0.00004389272,0.0002280161,0.00014169615,0.0002198672,0.00019975484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018873351,0.0006443294,0.8051504,0.00043453075,0.00003378389,0.00006836735,0.025384152,2.3524285e-7,0.0000023988605,0.001048611,0.0005097363,0.16653472],"study_design_scores_gemma":[0.0025844832,0.00024668282,0.98349065,0.00075830764,0.0000030347592,0.00001989039,0.011311441,0.00001191587,3.098166e-7,0.00013519872,0.0012700104,0.0001680668],"about_ca_topic_score_codex":0.0014282222,"about_ca_topic_score_gemma":0.0045680883,"teacher_disagreement_score":0.17834026,"about_ca_system_score_codex":0.000078381374,"about_ca_system_score_gemma":0.000020705145,"threshold_uncertainty_score":0.7862969},"labels":[],"label_agreement":null},{"id":"W2734558357","doi":"10.1177/0020764017716953","title":"Stigma-related mental health knowledge and attitudes among primary health workers and community health volunteers in rural Kenya","year":2017,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Mental health; Stigma (botany); Psychological intervention; Medicine; Health education; Community health; Population; Clinical psychology; Psychology; Psychiatry; Gerontology; Public health; Environmental health; Nursing","score_opus":0.024877144126166626,"score_gpt":0.4101757252293074,"score_spread":0.38529858110314075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734558357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9424884,0.008623083,0.000005886418,0.04152185,0.005392936,0.00032839406,0.00005282187,0.000013196184,0.0015734666],"genre_scores_gemma":[0.99641937,0.0008615597,0.00020167053,0.0017216537,0.0004404487,0.000005466584,0.000040977564,0.000021244507,0.0002876353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756885,0.0006245274,0.0009383573,0.0001661256,0.00032313025,0.00037903854],"domain_scores_gemma":[0.9979892,0.00006822504,0.0014168073,0.00015294315,0.00007852863,0.00029433324],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016572879,0.00019970085,0.00049898785,0.00024722112,0.0016944766,0.00013266226,0.000521452,0.00010513814,0.000070997914],"category_scores_gemma":[0.000014858218,0.00018947892,0.000097691955,0.000063466585,0.0003416373,0.00042029732,0.00015508627,0.0009352012,0.0000064120973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034949824,0.000962998,0.91762024,0.000106067186,0.00025889737,0.0000046488854,0.015446327,3.6031568e-7,7.2374894e-7,0.0010585757,0.014714799,0.049476836],"study_design_scores_gemma":[0.0041543073,0.0004807119,0.9864643,0.00060781697,0.0000058743544,0.00006163808,0.007083152,0.000004763801,1.2888431e-7,0.00052280334,0.0004985233,0.00011593137],"about_ca_topic_score_codex":0.011417395,"about_ca_topic_score_gemma":0.010840255,"teacher_disagreement_score":0.06884408,"about_ca_system_score_codex":0.00080462336,"about_ca_system_score_gemma":0.0004560446,"threshold_uncertainty_score":0.9996052},"labels":[],"label_agreement":null},{"id":"W2734572870","doi":"10.1177/070674371506000708","title":"Book Review: Global Mental Health: Essentials of Global Mental Health","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Global mental health; Psychology; Psychiatry","score_opus":0.03378631721364398,"score_gpt":0.3878509328551729,"score_spread":0.3540646156415289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734572870","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006419693,0.6603793,0.000007820873,0.31773284,0.009985962,0.0007451807,0.00064146257,0.000007743029,0.004080023],"genre_scores_gemma":[0.47569963,0.029084835,0.0023008352,0.4842563,0.0041738534,0.00004333343,0.00029547542,0.000120517434,0.0040252116],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967055,0.00056036335,0.0013011507,0.00020954378,0.00048834697,0.000735147],"domain_scores_gemma":[0.9963203,0.000012939101,0.0014089805,0.0003865259,0.00011487161,0.0017564006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014968651,0.000248717,0.0006615744,0.000066706976,0.00049897894,0.000033351396,0.0006478647,0.00008277147,0.0016297348],"category_scores_gemma":[0.000012617931,0.00018259678,0.00023683246,0.0003780475,0.00019040432,0.00016634582,0.000026826683,0.00024653872,0.000111618465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009996951,0.00013695312,0.028092476,0.0002154066,0.00014829497,0.000007956244,0.00059649226,7.78076e-7,7.2151416e-8,0.0048264777,0.96159613,0.0042790137],"study_design_scores_gemma":[0.0055246134,0.002548242,0.030600091,0.003556991,0.00012347651,0.0020255193,0.0030828647,0.0000022803165,0.000002118774,0.0043875747,0.9477613,0.00038495252],"about_ca_topic_score_codex":0.060610544,"about_ca_topic_score_gemma":0.27417296,"teacher_disagreement_score":0.6312944,"about_ca_system_score_codex":0.0017609404,"about_ca_system_score_gemma":0.0058269184,"threshold_uncertainty_score":0.99980915},"labels":[],"label_agreement":null},{"id":"W2736955956","doi":"10.1007/s11414-017-9562-y","title":"A Developmental Perspective in Mental Health Services Use Among Adults with Mental Disorders","year":2017,"lang":"en","type":"article","venue":"The Journal of Behavioral Health Services & Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research; Mitacs","keywords":"Mental health; Health psychology; Psychology; Public health; Outreach; Clinical psychology; Gerontology; Developmental psychology; Psychiatry; Medicine","score_opus":0.0773910814818655,"score_gpt":0.4914714672598985,"score_spread":0.41408038577803297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736955956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902022,0.00206479,5.529784e-7,0.004364614,0.00041859478,0.0024376821,0.00008051172,0.00001739196,0.00041368903],"genre_scores_gemma":[0.99688077,0.0016855557,0.00017454353,0.0006396414,0.00012369627,0.000066981556,0.000032232972,0.000055407043,0.00034118665],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.994289,0.0012403849,0.0010535105,0.00044565607,0.0014756293,0.0014958455],"domain_scores_gemma":[0.99700946,0.0001344919,0.001358014,0.00053588004,0.0003009476,0.0006612165],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034985177,0.00036330067,0.0006331463,0.000513738,0.0031849565,0.00029253028,0.0016859113,0.00011906857,0.0002671802],"category_scores_gemma":[5.454209e-7,0.00023736649,0.000093864466,0.0004002382,0.00046470214,0.0018715815,0.00040079388,0.0012543036,0.000055780733],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00834384,0.0026314876,0.3911156,0.00057527266,0.0000909452,0.00008687489,0.5638789,0.000001284515,0.000017109238,0.00010361185,0.00027353613,0.032881536],"study_design_scores_gemma":[0.0044084275,0.0029602335,0.531461,0.0018614578,0.000011132424,0.00011188708,0.45854908,0.000019673727,0.00002023352,0.000055158493,0.00037735223,0.00016438878],"about_ca_topic_score_codex":0.46080044,"about_ca_topic_score_gemma":0.37655464,"teacher_disagreement_score":0.14034536,"about_ca_system_score_codex":0.001980046,"about_ca_system_score_gemma":0.0005083766,"threshold_uncertainty_score":0.99811274},"labels":[],"label_agreement":null},{"id":"W2737503284","doi":"10.1186/s12913-017-2447-1","title":"Health system preparedness for integration of mental health services in rural Liberia","year":2017,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada; Carter Center","keywords":"Mental health; Medicine; Nursing; Public health; Health informatics; Health administration; Health care; Preparedness; Focus group; Nursing research; Health policy; Health services research; Psychiatry; Business","score_opus":0.09950963775590968,"score_gpt":0.5221196660013355,"score_spread":0.4226100282454258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737503284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781817,0.005437805,0.000055529705,0.003933646,0.00164505,0.008710771,0.0005452041,0.00009523038,0.0013950624],"genre_scores_gemma":[0.99513215,0.00038347355,0.0009270664,0.00074133,0.0002643269,0.0012317393,0.00065081485,0.000059483846,0.0006096042],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9935134,0.0015414995,0.0015755721,0.0007481046,0.00082474796,0.0017966832],"domain_scores_gemma":[0.99615204,0.00028383546,0.0013410207,0.0013079968,0.00025292742,0.00066219625],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0057337373,0.00031702692,0.0009940327,0.00051973556,0.0023301318,0.00019610839,0.0013110762,0.00018283614,0.00008357884],"category_scores_gemma":[0.0000061819037,0.00028177188,0.00010859619,0.00037904736,0.00012642187,0.00055306946,0.00029939116,0.00037632717,0.00007762101],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008166166,0.0031259113,0.23005773,0.14940442,0.00013713399,0.000008064253,0.26397234,0.0000069254124,0.00007227382,0.015950441,0.0018030405,0.32729554],"study_design_scores_gemma":[0.010404737,0.004657923,0.71377355,0.01628037,0.00000593178,0.00002327567,0.24441159,0.0058968156,0.00011332149,0.0003560196,0.003621975,0.0004545177],"about_ca_topic_score_codex":0.12864518,"about_ca_topic_score_gemma":0.08826617,"teacher_disagreement_score":0.48371577,"about_ca_system_score_codex":0.0017112528,"about_ca_system_score_gemma":0.0010675993,"threshold_uncertainty_score":0.99996346},"labels":[],"label_agreement":null},{"id":"W2737587351","doi":"10.1177/070674370304800523","title":"Book Review: Women's Mental Health: A Comprehensive Textbook","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Mental health; Psychology; Psychiatry; Medicine; Gerontology","score_opus":0.023488240880839145,"score_gpt":0.33331230040464016,"score_spread":0.309824059523801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737587351","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008050508,0.85336316,0.0000030233134,0.11906946,0.006699762,0.0006685889,0.000032816177,0.0000071939517,0.012105487],"genre_scores_gemma":[0.058304872,0.01783969,0.00086999394,0.881603,0.001254355,0.000092523565,0.000019346884,0.00010728796,0.03990893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794877,0.0004278204,0.00063205545,0.00014495803,0.00020100447,0.0006453947],"domain_scores_gemma":[0.9981238,0.000038424023,0.0005296427,0.00031025632,0.00007289483,0.00092496065],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005743778,0.000181346,0.0003653617,0.00014549131,0.0007252609,0.000032998556,0.000351835,0.00005714374,0.014893541],"category_scores_gemma":[0.000008995391,0.00012449213,0.00013831577,0.00018339166,0.00012491643,0.00010134904,0.000005711836,0.00038762437,0.0003431119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027848744,0.000050700244,0.0020035785,0.00012065438,0.00010266533,0.000021753563,0.0014039752,2.3975136e-7,2.3806741e-7,0.0072686765,0.9866495,0.0023501853],"study_design_scores_gemma":[0.0009609259,0.00040015366,0.0028380102,0.00057313143,0.000023314833,0.00065080804,0.00131873,1.1794471e-7,0.0000010937608,0.0015767374,0.9915394,0.00011757297],"about_ca_topic_score_codex":0.0031677394,"about_ca_topic_score_gemma":0.023353329,"teacher_disagreement_score":0.8355235,"about_ca_system_score_codex":0.0005247863,"about_ca_system_score_gemma":0.0018263055,"threshold_uncertainty_score":0.9944679},"labels":[],"label_agreement":null},{"id":"W2737989749","doi":"10.1177/070674370204700616","title":"Book Review: The Mental Health Matrix: A Manual to Improve Services","year":2002,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Psychiatry; Medicine","score_opus":0.014867048007504666,"score_gpt":0.3411904253999216,"score_spread":0.32632337739241696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737989749","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004482356,0.5148591,9.1673087e-7,0.4731007,0.004352289,0.00063961424,0.00005522919,0.00000494986,0.0025049082],"genre_scores_gemma":[0.057278335,0.012893407,0.0003666964,0.8915871,0.0028283622,0.000060804537,0.00001289536,0.000067794346,0.03490464],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829644,0.00022994944,0.000574267,0.00014668844,0.00022892868,0.0005237408],"domain_scores_gemma":[0.9983993,0.000027744238,0.00043058515,0.00038726922,0.00004346542,0.00071163196],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006799912,0.00016542825,0.00025893064,0.00011045958,0.00086969696,0.00006107054,0.00072684925,0.00004709532,0.007715291],"category_scores_gemma":[0.0000028448003,0.00008995314,0.00013841198,0.0002122609,0.000059256865,0.00010673663,0.000017027141,0.0003522419,0.0006981233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022901819,0.00003850155,0.0014184406,0.00014174862,0.00006713721,0.000010133809,0.0020228552,3.1808548e-7,1.984269e-7,0.00093422236,0.9875004,0.007843129],"study_design_scores_gemma":[0.00060825417,0.0005027351,0.0035873912,0.0006849164,0.00005154122,0.00035823777,0.0010792156,0.0000034332584,9.923775e-7,0.00034728265,0.9926603,0.00011573677],"about_ca_topic_score_codex":0.02294441,"about_ca_topic_score_gemma":0.2054589,"teacher_disagreement_score":0.50196564,"about_ca_system_score_codex":0.00021928771,"about_ca_system_score_gemma":0.0002329953,"threshold_uncertainty_score":0.9931918},"labels":[],"label_agreement":null},{"id":"W2738187724","doi":"10.1177/0706743717720869","title":"Collaborative Care for Psychiatric Disorders in Older Adults: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Collaborative Care; MEDLINE; Dementia; Ambulatory care; Depression (economics); Randomized controlled trial; Psychiatry; Systematic review; Health care; Medical record; Family medicine; Mental health","score_opus":0.029065751710375873,"score_gpt":0.39893134641659217,"score_spread":0.36986559470621627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738187724","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000029529594,0.9771837,0.0000016578125,0.0023750924,0.00751844,0.01042214,0.00035580876,0.000004178028,0.0021360437],"genre_scores_gemma":[0.000070572554,0.99704915,0.00018352858,0.00042068,0.00060078583,0.0011056934,0.000057113848,0.00008011429,0.00043236554],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99604976,0.0007385204,0.0020400074,0.00032769356,0.00022581227,0.0006181805],"domain_scores_gemma":[0.99454284,0.00021336392,0.003632997,0.0009285754,0.00022637543,0.000455875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010368852,0.0005314889,0.0030917893,0.0006422377,0.0007708115,0.000114848626,0.0015755404,0.00033886265,0.00019613301],"category_scores_gemma":[0.000106712425,0.00031575075,0.0009125686,0.0005617707,0.000107749234,0.0001112926,0.000013764242,0.0007384342,0.00006885623],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002159026,0.000056756777,0.0001641958,0.87759995,0.00035587954,0.000012681603,0.0011830446,3.4862342e-8,8.37623e-12,0.0013908284,0.012914212,0.10630085],"study_design_scores_gemma":[0.0011174593,0.00021899355,0.00007276528,0.72762674,0.003539432,0.0001223961,0.0019580605,6.502688e-8,3.6257358e-10,0.0004495811,0.26458433,0.00031015355],"about_ca_topic_score_codex":0.0063682627,"about_ca_topic_score_gemma":0.66686225,"teacher_disagreement_score":0.66049397,"about_ca_system_score_codex":0.0005793131,"about_ca_system_score_gemma":0.0052942215,"threshold_uncertainty_score":0.9999294},"labels":[],"label_agreement":null},{"id":"W27383610","doi":"10.1177/070674370605101406","title":"The Epidemiology of Mental and Substance Use—Related Disorders among White, Chinese, and other Asian Populations in Canada","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Prevalence of mental disorders; Mood disorders; Anxiety; Ethnic group; Psychiatry; Epidemiology; Medicine; Mood; Population; National Comorbidity Survey; Comorbidity; Psychology; Demography; Clinical psychology; Environmental health; Internal medicine","score_opus":0.02244341256116891,"score_gpt":0.30714029304200335,"score_spread":0.28469688048083447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W27383610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97604966,0.006241839,0.0000011961992,0.0144891925,0.0012684072,0.00017538776,0.000034736124,0.0000010485818,0.0017385245],"genre_scores_gemma":[0.9992612,0.000019373923,0.00008925705,0.00027185897,0.000052123563,0.0000031828376,0.00000309287,0.000010513266,0.000289368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882114,0.00022707041,0.0005187255,0.000091743226,0.00006489143,0.0002764477],"domain_scores_gemma":[0.99921983,0.00013028484,0.00035210344,0.00012733175,0.000015110059,0.0001553113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038604328,0.00010206754,0.00018925278,0.00009074668,0.00033341296,0.000010057452,0.00014142464,0.000052044554,0.00008270274],"category_scores_gemma":[0.0000135041355,0.00005977926,0.000029962184,0.00017537085,0.00021099225,0.00007010941,0.0000041823173,0.00021062903,4.0243006e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024065806,0.000010650537,0.9844468,0.0000038708076,0.000026055592,0.0000028420613,0.0003993005,0.000023073399,6.794973e-8,0.011859251,0.0024113918,0.0007926121],"study_design_scores_gemma":[0.0005468317,0.00003208987,0.97930855,0.00003448392,0.000013290868,0.000037455495,0.0009055882,0.000020965379,4.2483162e-8,0.018762939,0.0002838579,0.00005389661],"about_ca_topic_score_codex":0.9844837,"about_ca_topic_score_gemma":0.999976,"teacher_disagreement_score":0.023211561,"about_ca_system_score_codex":0.00014150396,"about_ca_system_score_gemma":0.00041342716,"threshold_uncertainty_score":0.25643766},"labels":[],"label_agreement":null},{"id":"W2738390891","doi":"10.1093/jnci/djs409","title":"Response","year":2012,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science","score_opus":0.1442867579385871,"score_gpt":0.47648925695745326,"score_spread":0.3322024990188661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738390891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9665655,0.0018087336,0.000016333377,0.00632684,0.014276484,0.000104676015,0.00002223135,0.000004514835,0.010874683],"genre_scores_gemma":[0.991314,0.000018704655,0.00009386595,0.0025095635,0.0018772329,0.000011704205,6.0287084e-7,0.000005237349,0.00416911],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899554,0.00011552629,0.00025318298,0.000044782795,0.00043337932,0.00015757898],"domain_scores_gemma":[0.9993246,0.000080803205,0.00028764107,0.00005992839,0.00016435953,0.00008266731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008085825,0.000062628475,0.00009020539,0.00007328274,0.00015516036,0.000010145632,0.0002271096,0.00003916567,0.00082092115],"category_scores_gemma":[0.00007720247,0.000037033114,0.00008667604,0.00014643851,0.00005057467,0.0003624689,0.00002457307,0.00015413908,0.000066969624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010621842,0.001522482,0.23425125,0.000045433568,0.00079215027,0.000029970537,0.005568038,0.00037632842,0.0026893385,0.061046127,0.6291022,0.053954847],"study_design_scores_gemma":[0.0011259135,0.00005062868,0.46935076,0.000048241094,0.000031680236,0.00016809213,0.00004511913,0.000001780115,0.000869954,0.0005970554,0.5276444,0.000066422166],"about_ca_topic_score_codex":0.0000429371,"about_ca_topic_score_gemma":0.000012616212,"teacher_disagreement_score":0.2350995,"about_ca_system_score_codex":0.00035653077,"about_ca_system_score_gemma":0.00013548355,"threshold_uncertainty_score":0.8988511},"labels":[],"label_agreement":null},{"id":"W2738436241","doi":"10.1016/s2215-0366(17)30281-x","title":"Towards a mental health inequity audit","year":2017,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Mental Health Commission of Canada; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Mental illness; Psychiatry; Ethnic group; Mental health; Scopus; Medicine; Population; Cohort; Psychology; MEDLINE","score_opus":0.07773282211330305,"score_gpt":0.4144295517633482,"score_spread":0.33669672965004516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738436241","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011255745,0.0060868054,0.000006619565,0.8628665,0.024288086,0.0011624813,0.0007578685,0.00016790969,0.10353816],"genre_scores_gemma":[0.002244144,0.00036382605,0.0003032793,0.9103467,0.054438587,0.00027586136,0.0012005224,0.000102826714,0.03072429],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650294,0.00042860306,0.0005444732,0.0007277949,0.00048127494,0.0013149033],"domain_scores_gemma":[0.9963637,0.00004551462,0.0009386398,0.0025067264,0.000021700975,0.00012371174],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007065421,0.00054593594,0.0010220655,0.00009011498,0.0013653316,0.00015617718,0.0020657403,0.00061892107,0.0030369102],"category_scores_gemma":[0.000006299506,0.00035761207,0.00026108636,0.000089724024,0.00020216474,0.000094386676,0.0002488301,0.0024639582,0.0022298566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119002696,0.00011337798,0.0016538006,0.0003523673,0.00021991479,0.00003757843,0.00054575905,1.5803863e-8,6.795955e-8,0.0012177841,0.9804171,0.015323256],"study_design_scores_gemma":[0.0016705596,0.00022393226,0.0091533335,0.00028119044,0.000049339844,0.00008170739,0.000063324514,7.7032576e-7,3.113922e-7,0.004257257,0.98387825,0.00034003597],"about_ca_topic_score_codex":0.0018456121,"about_ca_topic_score_gemma":0.0003201907,"teacher_disagreement_score":0.07281387,"about_ca_system_score_codex":0.00022911924,"about_ca_system_score_gemma":0.0002961352,"threshold_uncertainty_score":0.99993473},"labels":[],"label_agreement":null},{"id":"W2739610506","doi":"10.1037/cap0000107","title":"Furthering the discussion on a physician-assisted dying right for the mentally ill: Commentary on Karesa and McBride (2016).","year":2017,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Psychology; Mentally ill; Psychiatry; Psychotherapist; Psychoanalysis; Mental health; Mental illness","score_opus":0.06330353289589304,"score_gpt":0.3776740438558402,"score_spread":0.31437051095994717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739610506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5661004,0.0009150547,0.00006271831,0.37602672,0.009117314,0.0036266255,0.00065780466,0.00010481175,0.043388564],"genre_scores_gemma":[0.88061863,0.000104425395,0.00005345817,0.115364306,0.00058503007,0.0008979911,0.000082402104,0.00008280705,0.0022109356],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961443,0.00024095472,0.00048430657,0.0011760185,0.00016311067,0.0017912934],"domain_scores_gemma":[0.99559325,0.0005399914,0.00040914872,0.0025824322,0.000060124963,0.00081507413],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008199602,0.000567866,0.00044171346,0.00024120726,0.005404885,0.0002365838,0.0017720792,0.0002908866,0.0004090187],"category_scores_gemma":[0.0000814331,0.00029991966,0.00016894394,0.00014490633,0.00078013947,0.00015823467,0.00008559927,0.00063917675,0.00014938551],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009360668,0.0002688979,0.003310788,0.000020451696,0.00038396058,0.0003020346,0.001835605,0.0000033961255,0.00014666589,0.0037494055,0.37575993,0.6132828],"study_design_scores_gemma":[0.005403006,0.0014193461,0.52478266,0.00024943944,0.00015279964,0.00009054894,0.0027646439,0.000051390696,0.000053415464,0.002176395,0.462105,0.0007513899],"about_ca_topic_score_codex":0.09182811,"about_ca_topic_score_gemma":0.41394794,"teacher_disagreement_score":0.6125314,"about_ca_system_score_codex":0.000644015,"about_ca_system_score_gemma":0.00006903275,"threshold_uncertainty_score":0.9999453},"labels":[],"label_agreement":null},{"id":"W2740243722","doi":"10.1186/s13033-017-0152-4","title":"Mental health treatment in Kenya: task-sharing challenges and opportunities among informal health providers","year":2017,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Health administration; Mental health; Task (project management); Health informatics; Health services research; Business; Public health; Nursing; Medicine; Psychiatry; Management","score_opus":0.14454037157771515,"score_gpt":0.43003850459078524,"score_spread":0.2854981330130701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740243722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8423141,0.063908055,0.000008640653,0.07723644,0.010455192,0.002326546,0.00024657228,0.000032084998,0.0034723391],"genre_scores_gemma":[0.9660462,0.030851975,0.00004665296,0.001090338,0.000523947,0.000073071526,0.000081738704,0.000029967841,0.0012560812],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99614316,0.00028059684,0.0018282002,0.00033924278,0.0007237779,0.0006850264],"domain_scores_gemma":[0.9958105,0.00005117361,0.0031091166,0.00030251246,0.0000846913,0.00064200687],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017761425,0.0003232431,0.00078940275,0.00047370113,0.0007443246,0.00024904136,0.00062603544,0.0000860052,0.00004624672],"category_scores_gemma":[0.0000084511585,0.00027116088,0.00011242181,0.00002644552,0.00014405588,0.0010804994,0.00015471297,0.00026804517,0.000010600396],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013198492,0.0016044292,0.13386428,0.0009138916,0.0006867954,0.00026320753,0.08369514,0.00000937011,0.000002448736,0.006663985,0.0044475314,0.7665291],"study_design_scores_gemma":[0.02499932,0.010367829,0.7417077,0.0086357845,0.000018407027,0.0028503109,0.1068942,0.00056116574,0.000013247729,0.00015599615,0.103037395,0.0007586601],"about_ca_topic_score_codex":0.017084036,"about_ca_topic_score_gemma":0.003939063,"teacher_disagreement_score":0.76577044,"about_ca_system_score_codex":0.0022795335,"about_ca_system_score_gemma":0.0004711488,"threshold_uncertainty_score":0.9999741},"labels":[],"label_agreement":null},{"id":"W2742263005","doi":"","title":"Frequency and adequacy of depression treatment in Alberta, Canada","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychology; Psychiatry; Medicine","score_opus":0.016053677416524956,"score_gpt":0.3060646153875048,"score_spread":0.2900109379709798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742263005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98083186,0.0050515505,0.0000019033282,0.004760407,0.0016596019,0.00015786462,0.000009202342,6.336897e-7,0.00752696],"genre_scores_gemma":[0.9988739,0.000015611771,0.00019851112,0.00031720856,0.00014873613,0.0000020221396,0.0000014834709,0.0000086150485,0.00043393453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902135,0.000062339044,0.00043231217,0.00008690942,0.000104503975,0.00029258916],"domain_scores_gemma":[0.99911726,0.000104866456,0.0002525099,0.00015247965,0.000026791555,0.0003461183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029112748,0.00010072074,0.00017798707,0.00015430486,0.000131458,0.000008105785,0.00015739223,0.000057019133,0.00030571592],"category_scores_gemma":[0.000007877103,0.000064041364,0.000036161815,0.00013006022,0.000053707055,0.000047543363,0.0000034094674,0.00013809322,0.0000022139784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055601486,0.00004638545,0.97902364,0.000011262702,0.000040322284,0.00008360658,0.0010154925,0.000001508837,0.0000026619714,0.005574461,0.0012388964,0.012906168],"study_design_scores_gemma":[0.0013609251,0.00021553188,0.9921772,0.00010007632,0.000035453177,0.00016828785,0.0011216279,8.993121e-7,0.000051835246,0.003476724,0.0012132591,0.00007817953],"about_ca_topic_score_codex":0.99609953,"about_ca_topic_score_gemma":0.99994636,"teacher_disagreement_score":0.018042,"about_ca_system_score_codex":0.00033664002,"about_ca_system_score_gemma":0.0017794769,"threshold_uncertainty_score":0.33473748},"labels":[],"label_agreement":null},{"id":"W2745592296","doi":"10.1186/s13104-017-2714-6","title":"Determinants of follow-up care associated with incident antidepressant use in older adults","year":2017,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Antidepressant; Medicine; Psychiatry; MEDLINE; Gerontology; Anxiety","score_opus":0.20241610224988843,"score_gpt":0.4897109034125881,"score_spread":0.2872948011626997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745592296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975857,0.00035171528,0.0000016928119,0.000023556462,0.00020158412,0.0010346661,0.000049653067,0.000014348402,0.0007370735],"genre_scores_gemma":[0.998814,0.000026441072,0.00005453906,0.000008115081,0.000033187265,0.00017323295,0.000025236475,0.000024485893,0.0008407581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762267,0.0004189247,0.0003148081,0.00040294245,0.0005965401,0.0006441085],"domain_scores_gemma":[0.99754345,0.0010141544,0.00022509537,0.00080742006,0.00028651638,0.00012335459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007220164,0.0001429806,0.00031105967,0.00022167059,0.00040405037,0.000108476765,0.00052935985,0.00012726574,0.00016304626],"category_scores_gemma":[0.001199764,0.000106681444,0.000049526712,0.00014635731,0.00022734479,0.00031590983,0.00022167157,0.0002550327,0.000044344462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009729186,0.00032232064,0.985733,0.00013744457,0.000017151668,0.00017683649,0.0028575538,3.6367874e-7,0.000018828288,0.00002100339,0.00009249876,0.0096500795],"study_design_scores_gemma":[0.0049905027,0.00032654792,0.98986053,0.001037013,0.0000075336975,0.0000018989837,0.001238134,0.00002876852,0.0023709617,0.000021256577,0.000007400622,0.00010942775],"about_ca_topic_score_codex":0.029382315,"about_ca_topic_score_gemma":0.085928194,"teacher_disagreement_score":0.05654588,"about_ca_system_score_codex":0.00011565821,"about_ca_system_score_gemma":0.00007826678,"threshold_uncertainty_score":0.9770811},"labels":[],"label_agreement":null},{"id":"W2746224854","doi":"10.1007/s10903-017-0643-z","title":"Patients’ Mental Health Journeys: A Qualitative Case Study with Interactive Computer-Assisted Client Assessment Survey (iCASS)","year":2017,"lang":"en","type":"article","venue":"Journal of Immigrant and Minority Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Access Alliance Multicultural Health and Community Services; York University","funders":"Institute of Chemistry, Chinese Academy of Sciences; Canadian Institutes of Health Research; Ministero dello Sviluppo Economico","keywords":"Mental health; Anxiety; Public health; Mental health care; Depression (economics); Psychology; Medicine; Psychiatry; Health care; Nursing","score_opus":0.0980580743807137,"score_gpt":0.48693682421840245,"score_spread":0.3888787498376888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746224854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933421,0.0005777302,0.00017614223,0.0025769984,0.0014608836,0.001552921,0.00017699327,0.000010002383,0.00012621365],"genre_scores_gemma":[0.99786264,0.00015994298,0.001097185,0.00053097104,0.00017639935,0.000019235753,0.00003951136,0.000019428871,0.000094714494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99461985,0.0024614441,0.0013661633,0.0004055465,0.000555675,0.0005913519],"domain_scores_gemma":[0.99461,0.0003555239,0.0035664504,0.00039629493,0.00035690743,0.00071483885],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040489747,0.0003427132,0.0010291573,0.0002343657,0.0018998762,0.00021236876,0.0002884661,0.00006416463,0.00004281952],"category_scores_gemma":[0.000023624043,0.00023830528,0.000113638474,0.00010532866,0.00014413403,0.00047704484,0.00010687057,0.00063469633,0.000004213391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024638176,0.009539721,0.70249903,0.00015403998,0.0006175898,0.0011387923,0.13443843,1.7302615e-7,3.4702728e-7,0.000041468615,0.0035160822,0.14559053],"study_design_scores_gemma":[0.010469926,0.02150612,0.8682163,0.00025083267,0.000043379034,0.0018874168,0.09720528,0.000016020611,6.0238153e-7,0.0000073241804,0.00020329814,0.00019351188],"about_ca_topic_score_codex":0.08750074,"about_ca_topic_score_gemma":0.04262199,"teacher_disagreement_score":0.16571727,"about_ca_system_score_codex":0.0006515277,"about_ca_system_score_gemma":0.0003656769,"threshold_uncertainty_score":0.99939954},"labels":[],"label_agreement":null},{"id":"W2747624958","doi":"10.5430/jha.v6n5p12","title":"Drug utilization patterns of antidepressants in Federal Neuro-Psychiatric Hospital Lagos, Nigeria","year":2017,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medicine; Defined daily dose; Tricyclic; Demographics; Drug; Emergency medicine; Psychiatry; Family medicine; Pharmacology; Demography","score_opus":0.02977776246360532,"score_gpt":0.3638459680688903,"score_spread":0.334068205605285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747624958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99312043,0.00023086192,0.000076420314,0.0010945702,0.0037698336,0.00033037434,0.000024361392,0.0000068798527,0.0013462534],"genre_scores_gemma":[0.9992208,0.0000950381,0.00008830987,0.00003443824,0.00032595312,0.000007074214,0.000018583669,0.000016488777,0.00019329751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983769,0.000084933425,0.000830801,0.00019062987,0.0002952497,0.0002214577],"domain_scores_gemma":[0.9978482,0.000043953234,0.0016082946,0.00028438776,0.00011691741,0.0000982271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025918928,0.00015945727,0.00030399414,0.00015080697,0.00020055473,0.00012344081,0.00033942694,0.00008873761,0.00015438157],"category_scores_gemma":[0.00006204491,0.00014127106,0.00011445475,0.0000676465,0.000042231954,0.0007215816,0.00003195502,0.00019053135,0.000010341464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002405282,0.0017156382,0.99205106,0.000044260312,0.000027693537,0.00013791381,0.00072623487,0.0000015267389,0.000025522675,0.00023966408,0.00064742856,0.0041425107],"study_design_scores_gemma":[0.0018724492,0.003953572,0.9919921,0.000084563006,0.000016480377,0.00002157041,0.0006441077,0.000009253071,0.00085499807,0.0003821435,0.000039941002,0.00012878867],"about_ca_topic_score_codex":0.00012683225,"about_ca_topic_score_gemma":0.00017488604,"teacher_disagreement_score":0.0061003715,"about_ca_system_score_codex":0.000038493985,"about_ca_system_score_gemma":0.000058857233,"threshold_uncertainty_score":0.57608664},"labels":[],"label_agreement":null},{"id":"W2747803235","doi":"10.1177/0706743717727241","title":"Prevalence of Mental Disorders among Older Chinese People in Tianjin City","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Office for Philosophy and Social Sciences","keywords":"Prevalence of mental disorders; Mental health; Mood disorders; Medicine; Psychiatry; Mood; Cohort; Mental illness; Population; Anxiety; Environmental health","score_opus":0.013786793315430578,"score_gpt":0.3263976918886475,"score_spread":0.3126108985732169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747803235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829903,0.0013419284,0.0000016193993,0.0071155303,0.003716359,0.0002631954,0.000039411418,0.0000016443969,0.0045299605],"genre_scores_gemma":[0.9987825,0.00002489191,0.000066985005,0.00012378911,0.0001915673,0.000005175175,0.000001673003,0.000011468348,0.00079191587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896,0.00009706425,0.0003952157,0.0001124235,0.00014253585,0.00029274324],"domain_scores_gemma":[0.99870354,0.000027143305,0.00057775085,0.0004090666,0.000025747064,0.0002567559],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004519118,0.00011955053,0.00019976003,0.00014332558,0.000476526,0.00004268946,0.0007394725,0.00006994813,0.001509409],"category_scores_gemma":[0.000020436191,0.00008060101,0.00009943635,0.00009182426,0.00019504441,0.00019291468,0.000018330476,0.0002648342,0.000015228249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044377863,0.00007009831,0.99370795,0.000048841284,0.000034374512,0.000006509605,0.0024112323,0.0000017114468,5.9568066e-7,0.00046163978,0.0018699,0.0013427372],"study_design_scores_gemma":[0.0011582762,0.00009971011,0.9941395,0.00014891583,0.000023648303,0.000020997148,0.0004710649,0.000005970726,0.0000016845827,0.0038198251,0.000036470134,0.00007394261],"about_ca_topic_score_codex":0.110854186,"about_ca_topic_score_gemma":0.91528785,"teacher_disagreement_score":0.80443364,"about_ca_system_score_codex":0.00011168984,"about_ca_system_score_gemma":0.00038738167,"threshold_uncertainty_score":0.99940336},"labels":[],"label_agreement":null},{"id":"W2748139124","doi":"10.4314/mmj.v29i2.4","title":"Clinic outcomes of the Pathway to Care Model: A cross-sectional survey of adolescent depression in Malawi","year":2017,"lang":"en","type":"article","venue":"Malawi Medical Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Grand Challenges Canada","keywords":"Medicine; Cross-sectional study; Depression (economics); Family medicine; Environmental health","score_opus":0.12581223646569473,"score_gpt":0.47875941401530486,"score_spread":0.35294717754961014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748139124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99459976,0.00022196237,0.000083995794,0.00033441166,0.0020401082,0.00028270602,0.00005733048,0.000004394856,0.0023753282],"genre_scores_gemma":[0.9987075,0.00002093579,0.000049800703,0.00031902792,0.000116863084,0.0000151623835,0.000004807811,0.00001314326,0.0007527886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744797,0.0003320722,0.0008601828,0.00021736676,0.00083262817,0.00030977544],"domain_scores_gemma":[0.9983763,0.00016071543,0.000540603,0.00047742558,0.00014813278,0.00029682706],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001525173,0.00013318367,0.0003511688,0.00007588364,0.00034255337,0.00003869059,0.00091245543,0.00020997472,0.0016044535],"category_scores_gemma":[0.00049458985,0.000078633566,0.00014866912,0.00006899497,0.00019316023,0.00008202341,0.00025109388,0.00056381297,0.000025667534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038395525,0.00038421707,0.9889754,0.000045776545,0.000024555518,0.000027763674,0.00024052449,0.000026607908,0.000008391875,0.000049435344,0.00018191377,0.009651429],"study_design_scores_gemma":[0.001928157,0.000093697585,0.99724996,0.00025517322,0.0000056092317,0.000028340237,0.000064998676,0.000097836935,0.00009106695,0.00007475179,0.000041119325,0.0000693117],"about_ca_topic_score_codex":0.00061597786,"about_ca_topic_score_gemma":0.0007537019,"teacher_disagreement_score":0.009582117,"about_ca_system_score_codex":0.0000852933,"about_ca_system_score_gemma":0.00016973852,"threshold_uncertainty_score":0.9993082},"labels":[],"label_agreement":null},{"id":"W2749422484","doi":"10.1186/s12939-017-0633-8","title":"An exploratory study assessing psychological distress of indigents in Burkina Faso: a step forward in understanding mental health needs in West Africa","year":2017,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research; World Bank Group","keywords":"Mental health; Health services research; Public health; Social policy; Psychological distress; Health policy; Exploratory research; Environmental health; Medicine; Psychology; Economic growth; Socioeconomics; Psychiatry; Political science; Nursing; Sociology; Social science","score_opus":0.34408557283715707,"score_gpt":0.5758400565004057,"score_spread":0.23175448366324863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749422484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916644,0.0002707535,0.00041426276,0.0028991087,0.0026630997,0.0014425234,0.00010624862,0.0000088663655,0.0005307322],"genre_scores_gemma":[0.99913275,0.00015850665,0.00014277187,0.00022978731,0.00013087015,0.0001145628,0.000050587907,0.000020526979,0.00001962748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99603534,0.000642342,0.0015825875,0.00037649035,0.0006039237,0.0007593311],"domain_scores_gemma":[0.99807435,0.00015213821,0.0011803166,0.00028914266,0.000049329217,0.00025474065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038296818,0.0002183596,0.00056106155,0.0011032221,0.00037856167,0.00021193388,0.0009801581,0.000112672926,0.000069638365],"category_scores_gemma":[0.000058346144,0.00020724055,0.000072306495,0.00023252814,0.00008111396,0.00083617616,0.00016892116,0.00060837774,0.0000027430249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010677129,0.0067903614,0.91372913,0.0000928778,0.000033468925,0.00014428969,0.034909677,0.00003345379,0.000007173597,0.0017191187,0.00009610689,0.041376635],"study_design_scores_gemma":[0.010586835,0.0021838017,0.91663873,0.0010594364,0.0000024212811,0.000033896966,0.06540367,0.00025996138,0.0000023419088,0.0035710973,0.000072561685,0.00018522829],"about_ca_topic_score_codex":0.004180641,"about_ca_topic_score_gemma":0.02914576,"teacher_disagreement_score":0.041191407,"about_ca_system_score_codex":0.0042413636,"about_ca_system_score_gemma":0.00019823067,"threshold_uncertainty_score":0.99958116},"labels":[],"label_agreement":null},{"id":"W2750951397","doi":"10.1186/s12888-017-1487-8","title":"Psychosocial stressors contributing to emergency psychiatric service utilization in a sample of ethno-culturally diverse clients with psychosis in Toronto","year":2017,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Psychosocial; Stressor; Medicine; Ethnic group; Psychiatry; Mental health; Social support; Gerontology; Psychology","score_opus":0.055752600382586164,"score_gpt":0.40865403480861356,"score_spread":0.3529014344260274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750951397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98382384,0.00073014747,0.00015475015,0.0013515657,0.004805001,0.0015154637,0.00017443569,0.00004003615,0.007404775],"genre_scores_gemma":[0.9958562,0.00009638523,0.0029294125,0.00031586367,0.00028593876,0.00022741938,0.00008187145,0.000037694084,0.0001692064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99698704,0.00018080034,0.00089218933,0.0007214829,0.0003749482,0.0008435374],"domain_scores_gemma":[0.9980791,0.000040861036,0.0007220117,0.0008305363,0.0001308783,0.0001965926],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004453108,0.00034907492,0.00047838918,0.00019227128,0.00052431674,0.00004447362,0.0007576699,0.00024101473,0.0011920405],"category_scores_gemma":[0.0000493657,0.00030883198,0.000103396196,0.0005542057,0.000038339516,0.00044058304,0.00011392079,0.0001975059,0.000059818994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001643348,0.0013003225,0.9863586,0.00017634945,0.000041041298,8.3501624e-7,0.0026023285,0.000011643236,0.0000069391267,0.0019937707,0.0010823557,0.0047824667],"study_design_scores_gemma":[0.0062316754,0.0003377865,0.98660827,0.00025387376,0.00004133776,0.0000011743966,0.0054555256,0.000027811368,0.000005869679,0.0004525021,0.0002577237,0.00032647388],"about_ca_topic_score_codex":0.06962771,"about_ca_topic_score_gemma":0.56806135,"teacher_disagreement_score":0.49843365,"about_ca_system_score_codex":0.0002581119,"about_ca_system_score_gemma":0.000052787625,"threshold_uncertainty_score":0.9999364},"labels":[],"label_agreement":null},{"id":"W2751443956","doi":"10.2196/mental.5453","title":"A Validation Study of the Web Screening Questionnaire (WSQ) Compared With the Mini-International Neuropsychiatric Interview-Plus (MINI-Plus)","year":2017,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Leids Universitair Medisch Centrum; Rivierduinen; Universiteit Leiden","keywords":"Mini-international neuropsychiatric interview; Psychiatry; Anxiety; Population; Alcohol abuse; Medicine; Major depressive disorder; Clinical psychology; Alcohol dependence; Discriminant validity; Psychology; Psychometrics; Alcohol; Mood","score_opus":0.060259898403373126,"score_gpt":0.41329230837609754,"score_spread":0.3530324099727244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751443956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745529,0.00019422769,0.000022010217,0.017818993,0.0022057465,0.0031250534,0.000050463004,0.00003946082,0.0019910925],"genre_scores_gemma":[0.99686724,0.000017845563,0.000053225718,0.000886926,0.00021943265,0.0003461082,0.000042754466,0.000027418924,0.0015390556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976194,0.00060951075,0.0005223294,0.00039665157,0.00051192066,0.0003402078],"domain_scores_gemma":[0.9979337,0.00004101199,0.0009903798,0.000866347,0.000056382913,0.00011221132],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005509339,0.0002259627,0.0003020434,0.000086486885,0.0015680081,0.00010017099,0.000994746,0.000044231387,0.00017735912],"category_scores_gemma":[0.0000050594376,0.00012845901,0.00007970764,0.00015651489,0.00013409293,0.00020456874,0.00022127153,0.00024869893,0.00003637954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035300998,0.006057389,0.7749103,0.00041176775,0.00049401,0.000022360391,0.052422862,0.000046692126,0.00002849665,0.0010936664,0.035771552,0.12521082],"study_design_scores_gemma":[0.0068219206,0.0013305626,0.97921365,0.0003067164,0.000032585835,0.000034240336,0.00976485,0.00036668518,0.00001389281,0.000015360347,0.0019527436,0.00014677229],"about_ca_topic_score_codex":0.0025162995,"about_ca_topic_score_gemma":0.0022503517,"teacher_disagreement_score":0.2043034,"about_ca_system_score_codex":0.0002497468,"about_ca_system_score_gemma":0.000105797175,"threshold_uncertainty_score":0.99973184},"labels":[],"label_agreement":null},{"id":"W2752259647","doi":"10.1371/journal.pone.0184268","title":"The direct healthcare costs associated with psychological distress and major depression: A population-based cohort study in Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Distress; Population; Depression (economics); Health care; Mental health; Psychiatry; Medicine; Major depressive disorder; Quality of life (healthcare); Clinical psychology; Environmental health; Nursing","score_opus":0.061391146365806615,"score_gpt":0.34622559310041023,"score_spread":0.2848344467346036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752259647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943128,0.00014308043,6.674491e-8,0.001016726,0.00011063255,0.0016282724,0.000038684324,0.00001992118,0.0027298094],"genre_scores_gemma":[0.99817383,0.000002695207,0.000008955078,0.00017814442,0.000018329643,0.0005039576,0.0001003214,0.000012153684,0.0010015854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985465,0.00022057968,0.00022572668,0.00036623236,0.00033288743,0.00030808235],"domain_scores_gemma":[0.99887896,0.000245958,0.0002074682,0.00050751946,0.00003689342,0.00012319467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022894869,0.00014272836,0.0002787386,0.00001998259,0.0009527216,0.00007768685,0.00021866128,0.000067627494,0.00016106533],"category_scores_gemma":[0.00005352872,0.000087463624,0.000011092613,0.000044607084,0.000043459353,0.00004728272,0.00003411774,0.00022836782,0.0000019831214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003595755,0.0022369311,0.99559397,0.000008004023,0.00012751318,0.000096624106,0.0001008827,1.807229e-7,3.4447282e-7,0.000010075966,0.000087827975,0.0013780906],"study_design_scores_gemma":[0.0022034785,0.00028585194,0.9970478,0.00017510973,0.000056183108,5.567359e-7,0.00009774017,0.000009816372,0.0000045049396,0.000010325397,0.000004555662,0.000104120954],"about_ca_topic_score_codex":0.98841435,"about_ca_topic_score_gemma":0.9995766,"teacher_disagreement_score":0.011162259,"about_ca_system_score_codex":0.00060910935,"about_ca_system_score_gemma":0.00005625251,"threshold_uncertainty_score":0.73276603},"labels":[],"label_agreement":null},{"id":"W2752525045","doi":"10.1111/camh.12235","title":"Editorial: Values based child and adolescent mental health systems","year":2017,"lang":"en","type":"editorial","venue":"Child and Adolescent Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Staffing; Mental health; Commission; Advisory committee; Psychology; Psychiatry; Medicine; Nursing; Political science; Public administration; Law","score_opus":0.018451522995615307,"score_gpt":0.35517359379780605,"score_spread":0.33672207080219074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752525045","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021077592,0.071075276,0.000005359227,0.01262022,0.9034354,0.0056783007,0.0044303923,0.00024495687,0.0022992962],"genre_scores_gemma":[0.013040934,0.026049098,0.000026677553,0.0049796677,0.9455186,0.0001852181,0.0078003975,0.00026578378,0.0021336395],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910138,0.0009123306,0.0018074486,0.0022978494,0.001808353,0.0021601915],"domain_scores_gemma":[0.99443007,0.00011429694,0.0021175898,0.0012967665,0.00010454091,0.0019367367],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001670073,0.001541027,0.002279857,0.0003943747,0.0051334416,0.00057753467,0.0007949703,0.0011680194,0.00008623141],"category_scores_gemma":[0.000035936002,0.0013874371,0.00029745355,0.00014247272,0.00046978457,0.00030456603,0.00041341718,0.002477192,0.00010257277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008080919,0.0019070043,0.00057661434,0.0074225427,0.0001300548,0.00000758243,0.0008623078,2.33267e-7,4.589551e-7,0.000065804365,0.97505945,0.013159885],"study_design_scores_gemma":[0.008360406,0.0015245798,0.002192955,0.018447379,0.00006168762,0.000038234306,0.0008453251,0.000025545818,0.0000035425237,0.000012215344,0.96748984,0.0009983169],"about_ca_topic_score_codex":0.0014558178,"about_ca_topic_score_gemma":0.00012529474,"teacher_disagreement_score":0.04502618,"about_ca_system_score_codex":0.0016071006,"about_ca_system_score_gemma":0.00067659863,"threshold_uncertainty_score":0.9998241},"labels":[],"label_agreement":null},{"id":"W2752528287","doi":"10.1176/appi.ps.68905r","title":"Suggesting a Medical-Psychiatric Cohort for ACT Treatment: In Reply","year":2017,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Assertive community treatment; Cohort; Population; Psychiatry; Proxy (statistics); Medicine; Harm; Psychology; Mental illness; Mental health; Social psychology; Internal medicine","score_opus":0.030534766475943016,"score_gpt":0.3742060706173243,"score_spread":0.3436713041413813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752528287","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08743413,0.022920499,0.000009951649,0.7725527,0.02336516,0.009563823,0.00058625324,0.000505384,0.083062045],"genre_scores_gemma":[0.031344,0.0020882187,0.0017737836,0.86599916,0.048144978,0.010108412,0.0058558444,0.0006642593,0.03402134],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937403,0.0003050472,0.0014502297,0.001978653,0.00086539716,0.0016603583],"domain_scores_gemma":[0.9950284,0.0008768104,0.0016084197,0.0020951857,0.00008826361,0.00030295996],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008259145,0.001081671,0.0014423379,0.0010447137,0.0008255453,0.0002316163,0.0019720516,0.0018394757,0.0019474494],"category_scores_gemma":[0.000035177105,0.0009074993,0.0005406764,0.00059174385,0.00007541007,0.00024414159,0.00011045684,0.0013435116,0.0006708395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031084963,0.00078769645,0.37322167,0.002250667,0.0005310404,0.00064792845,0.0005523588,2.904401e-7,5.956751e-8,0.000053797034,0.5951615,0.026482118],"study_design_scores_gemma":[0.0064532226,0.0008126097,0.0747619,0.00019773179,0.00070328295,0.00012678663,0.00012100943,0.00007157929,6.3348057e-7,0.00092457415,0.9148273,0.0009993627],"about_ca_topic_score_codex":0.017105399,"about_ca_topic_score_gemma":0.0024297293,"teacher_disagreement_score":0.3196658,"about_ca_system_score_codex":0.00037028696,"about_ca_system_score_gemma":0.0003024258,"threshold_uncertainty_score":0.99945635},"labels":[],"label_agreement":null},{"id":"W2753644447","doi":"10.5281/zenodo.3461964","title":"Perspectives and Outcomes of a Long and Shorter Community Mental Health Program","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Gerontology; Medicine; Psychiatry","score_opus":0.050275852032037126,"score_gpt":0.365816935629865,"score_spread":0.3155410835978279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753644447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678888,0.0003698206,0.000012833129,0.0009570867,0.000050065893,0.0009185101,0.00007768271,0.00015036493,0.029574834],"genre_scores_gemma":[0.9983794,0.0000803943,0.00008295869,0.00009494451,0.000010757988,8.609937e-8,0.00027247425,0.00021610728,0.000862841],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989277,0.0004068314,0.00015756795,0.00018528754,0.00012060603,0.00020201618],"domain_scores_gemma":[0.9994963,0.000021197091,0.00007777163,0.00022984126,0.00006818926,0.00010673919],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040623208,0.00008461425,0.00015316185,0.0000910997,0.0010170732,0.000112040136,0.00020680856,0.000028575254,0.005045585],"category_scores_gemma":[0.000017683282,0.00007569243,0.000018383218,0.00011657751,0.0001426649,0.00011304471,0.0004132716,0.0001672024,0.00040845413],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023294946,0.0015685848,0.019664869,0.0003166053,0.00017702974,0.0000041274134,0.05593827,1.4344103e-7,0.00012319272,0.005867809,0.01313172,0.9029747],"study_design_scores_gemma":[0.0022056375,0.0023895376,0.87968254,0.00006149701,0.000013012769,0.00009853735,0.026090562,0.00003140507,0.000037598256,0.00009172037,0.08911909,0.00017885363],"about_ca_topic_score_codex":0.00016134449,"about_ca_topic_score_gemma":0.0000022319123,"teacher_disagreement_score":0.90279585,"about_ca_system_score_codex":0.000055896042,"about_ca_system_score_gemma":0.0000010804843,"threshold_uncertainty_score":0.9958639},"labels":[],"label_agreement":null},{"id":"W2753699572","doi":"10.1177/0706743717730827","title":"Stigma Resistance in Stable Schizophrenia: The Relative Contributions of Stereotype Endorsement, Self-Reflection, Self-Esteem, and Coping Styles","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Taiwan University; National Taiwan Normal University; National Science Council","keywords":"Psychology; Coping (psychology); Self-esteem; Clinical psychology; Mental illness; Psychosocial; Psychological intervention; Population; Mental health; Social support; Self-concept; Psychosis; Psychiatry; Developmental psychology; Social psychology; Medicine","score_opus":0.022498258287979214,"score_gpt":0.3296799077230079,"score_spread":0.30718164943502874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753699572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.940784,0.012849471,0.00003109959,0.033382617,0.0022575245,0.00056716736,0.000091679765,0.000008495435,0.010027946],"genre_scores_gemma":[0.9981563,0.00012666995,0.00085224555,0.00020675517,0.00020959636,0.000010081846,0.0000013730523,0.0000107416445,0.00042625528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987316,0.00025020036,0.0004621222,0.00012173588,0.00013007277,0.0003042298],"domain_scores_gemma":[0.998422,0.00012734182,0.0007687941,0.00036506503,0.00013314626,0.00018360875],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007855587,0.00012086995,0.00022030734,0.00013576286,0.0016211369,0.00009619721,0.0004078755,0.00007311856,0.00010005063],"category_scores_gemma":[0.00004328011,0.00007684964,0.000053232547,0.00012452844,0.00018052888,0.00023593399,0.000018030021,0.00038468468,0.0000059709187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046201365,0.00018164002,0.59832495,0.000093528295,0.00058186246,0.000031487572,0.005353541,0.0000036703027,0.000008872856,0.38399053,0.010433614,0.0005342749],"study_design_scores_gemma":[0.004488442,0.00034530656,0.93260366,0.000541896,0.0002503871,0.00008338397,0.0021361765,0.0000049692158,0.000046618727,0.050219942,0.009095946,0.00018325886],"about_ca_topic_score_codex":0.015972292,"about_ca_topic_score_gemma":0.62566864,"teacher_disagreement_score":0.6096963,"about_ca_system_score_codex":0.00020566242,"about_ca_system_score_gemma":0.00076885615,"threshold_uncertainty_score":0.9996786},"labels":[],"label_agreement":null},{"id":"W2753755129","doi":"10.2147/ndt.s138430","title":"The current status of culturally adapted mental health interventions: a practice-focused review of meta-analyses","year":2018,"lang":"en","type":"review","venue":"Neuropsychiatric Disease and Treatment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":261,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Queen's University","funders":"","keywords":"Psychological intervention; Medicine; Mental health; Ethnic group; Competence (human resources); Meta-analysis; Cultural competence; Systematic review; Adaptation (eye); MEDLINE; Psychiatry; Psychology; Social psychology","score_opus":0.29050776195355255,"score_gpt":0.5377340602799797,"score_spread":0.24722629832642717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753755129","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012622651,0.99087447,0.0000013956655,0.0008309836,0.0010805174,0.004933897,0.0016483815,0.000027089764,0.00059063983],"genre_scores_gemma":[0.000026666235,0.99703443,0.00009281328,0.00015613849,0.00012062254,0.0011644313,0.00077029574,0.000049235816,0.0005853646],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99399805,0.0019440277,0.0022741372,0.0007471137,0.00046760155,0.00056908693],"domain_scores_gemma":[0.9945863,0.0004936395,0.003270919,0.00094402,0.00015611335,0.0005490481],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038189834,0.0007277736,0.002951472,0.00021609418,0.00037219195,0.000037816633,0.00031143634,0.000055528726,0.00033334372],"category_scores_gemma":[0.00008173391,0.00034688888,0.0027989766,0.0006691905,0.00016142827,0.000111799076,0.00009829992,0.00018320662,0.00005439396],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017854293,0.0027949149,0.0000084970125,0.05658756,0.010523518,0.000009524376,0.000081446124,9.188263e-9,1.6806623e-9,0.00035332981,0.008250088,0.92121255],"study_design_scores_gemma":[0.0009106684,0.0015563562,0.000099455756,0.019945918,0.065365724,0.00001078098,0.000037578357,2.3943446e-7,2.6073874e-8,0.000019756657,0.91185457,0.00019891498],"about_ca_topic_score_codex":0.00036732352,"about_ca_topic_score_gemma":0.00004295887,"teacher_disagreement_score":0.92101365,"about_ca_system_score_codex":0.00020740219,"about_ca_system_score_gemma":0.0004802537,"threshold_uncertainty_score":0.9998983},"labels":[],"label_agreement":null},{"id":"W2754338662","doi":"10.1017/s1041610217001673","title":"Validating a single-question depression measure among older adults","year":2017,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Geriatric Depression Scale; Depression (economics); Marital status; Center for Epidemiologic Studies Depression Scale; Medicine; Gerontology; Reliability (semiconductor); Scale (ratio); Measure (data warehouse); Psychology; Clinical psychology; Psychiatry; Demography; Depressive symptoms; Data mining; Environmental health; Population; Cognition","score_opus":0.03685214425616334,"score_gpt":0.3897521913698334,"score_spread":0.35290004711367007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754338662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.896301,0.00019153625,0.0008834702,0.0006550209,0.009085081,0.000415223,0.000030431376,0.00009443994,0.092343815],"genre_scores_gemma":[0.9952997,0.0000151997065,0.00052615016,0.00013613648,0.0010795037,0.000095139185,0.00008400261,0.000029439225,0.0027347282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983875,0.000071130635,0.00036219796,0.0004854408,0.00042319615,0.00027050218],"domain_scores_gemma":[0.9985738,0.00006169314,0.00053613103,0.0005507602,0.00016006369,0.00011757998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031251984,0.00018242237,0.0001443789,0.00013757026,0.0005089095,0.0002772862,0.0006579876,0.00016091236,0.0012307739],"category_scores_gemma":[0.000118900956,0.0001677635,0.000089140005,0.00006057191,0.000050641,0.0004775355,0.00008932469,0.00017258257,0.00031467344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045020806,0.0008019372,0.6772989,0.000028129414,0.00009844989,0.000049770013,0.0007173896,0.0000023917996,0.00021866936,0.0014282775,0.0069741006,0.31193176],"study_design_scores_gemma":[0.0030207194,0.000071199225,0.99323475,0.00031788644,0.000028276065,0.000019224644,0.00014177323,0.00012968383,0.00042604533,0.0005540597,0.001813292,0.00024308574],"about_ca_topic_score_codex":0.00041630754,"about_ca_topic_score_gemma":0.00005588881,"teacher_disagreement_score":0.31593585,"about_ca_system_score_codex":0.00012055938,"about_ca_system_score_gemma":0.000008171082,"threshold_uncertainty_score":0.99968225},"labels":[],"label_agreement":null},{"id":"W2754448618","doi":"10.1007/978-3-319-56699-3_5","title":"Individualizing and Socializing the Mental Health Monoculture","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Monoculture; Mental health; Psychology; Psychiatry; Biology; Ecology","score_opus":0.09267513004614776,"score_gpt":0.41104236876911066,"score_spread":0.3183672387229629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754448618","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018168242,0.013097277,0.0000020753798,0.009179623,0.0010945299,0.0009680944,0.00012427212,0.00005942321,0.97529304],"genre_scores_gemma":[0.0069702333,0.0013214592,0.00007269728,0.0034833068,0.0005300388,0.00003680926,0.00020587369,0.00005310829,0.9873265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998699,0.000042349286,0.00030069146,0.00040163496,0.00020570359,0.00035061844],"domain_scores_gemma":[0.9989397,0.00004179248,0.00046531428,0.00041010257,0.000013813576,0.00012929532],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028703597,0.00031938343,0.00037595627,0.00004784921,0.0018763386,0.0001507531,0.00030234276,0.0002928721,0.0024558406],"category_scores_gemma":[0.000001791569,0.00019664566,0.00009277478,0.0000050572203,0.00016217187,0.00007993515,0.00016066286,0.0003831005,0.0002626564],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025995478,0.000027522854,0.00025566664,0.00007879186,0.00029352197,0.000012426316,0.009831959,3.2151306e-9,3.9165704e-7,0.52689993,0.18661124,0.2759626],"study_design_scores_gemma":[0.0006539121,0.0001006625,0.0009148567,0.0002021145,0.00004387811,0.000028341225,0.00076208735,3.980702e-7,0.000001415194,0.00952383,0.98750997,0.00025854952],"about_ca_topic_score_codex":0.0008080484,"about_ca_topic_score_gemma":0.00047557653,"teacher_disagreement_score":0.80089873,"about_ca_system_score_codex":0.000106428226,"about_ca_system_score_gemma":0.00003406019,"threshold_uncertainty_score":0.9994231},"labels":[],"label_agreement":null},{"id":"W2755080056","doi":"10.1371/journal.pmed.1002385","title":"Sustained effectiveness and cost-effectiveness of the Healthy Activity Programme, a brief psychological treatment for depression delivered by lay counsellors in primary care: 12-month follow-up of a randomised controlled trial","year":2017,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"Medical Research Council; H. Lundbeck A/S; Cilag; Wellcome Trust; Wellcome","keywords":"Medicine; Randomized controlled trial; Depression (economics); Primary care; Intervention (counseling); Physical therapy; Clinical trial; Cost effectiveness; Alternative medicine; Family medicine; Psychiatry; Internal medicine","score_opus":0.05250769504443614,"score_gpt":0.3886576016177271,"score_spread":0.33614990657329097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755080056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9576881,0.0017708781,0.00007227397,0.00019226751,0.00073439,0.038512938,0.00007234148,0.000019509918,0.0009373025],"genre_scores_gemma":[0.98784935,0.00014697069,0.00001083872,0.000046236466,0.00007440909,0.011693272,0.00007114994,0.000025058605,0.00008269404],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9964202,0.0016583541,0.0005927935,0.00055681873,0.0003153464,0.000456474],"domain_scores_gemma":[0.9947627,0.0035194715,0.0008009313,0.0006134684,0.0001483434,0.00015509415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015371538,0.00032935644,0.0016759785,0.00008379576,0.0003346085,0.000011973273,0.0002809988,0.00022290993,0.000018914247],"category_scores_gemma":[0.00046084862,0.00017747567,0.00020177025,0.00009378563,0.00042934745,0.00008771551,0.000055566936,0.00014912165,2.3697375e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9028688,0.0037629232,0.0143182,0.0011188197,0.00034928956,0.000009588914,0.00089888007,4.5821687e-7,0.003364623,0.000032221687,0.00004950996,0.07322666],"study_design_scores_gemma":[0.8818596,0.0107479505,0.1028018,0.00070453045,0.00039665468,0.000002458447,0.00022525621,0.00002210368,0.0030005104,0.000076674296,0.0000308332,0.00013160228],"about_ca_topic_score_codex":0.0018400268,"about_ca_topic_score_gemma":0.00023388493,"teacher_disagreement_score":0.0884836,"about_ca_system_score_codex":0.00036396395,"about_ca_system_score_gemma":0.00007000674,"threshold_uncertainty_score":0.7237248},"labels":[],"label_agreement":null},{"id":"W2756102478","doi":"10.31581/jbs-27.1-2.4(2017)","title":"Depression, Stigma, and the Soul","year":2017,"lang":"en","type":"article","venue":"The Journal of Bahá’í Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental health; Soul; Psychology; Mental illness; Feeling; Psychotherapist; Perception; Embodied cognition; Social stigma; Friendship; Public health; Psychiatry; Social psychology; Medicine; Nursing","score_opus":0.1019568015715856,"score_gpt":0.4641533074660896,"score_spread":0.36219650589450403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756102478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92547417,0.056987286,0.00001173008,0.009833092,0.0010594359,0.00016256211,0.0000014859783,0.0000036430636,0.0064666243],"genre_scores_gemma":[0.99304634,0.0046811346,0.00002357578,0.00032614518,0.0003198099,0.000005595728,5.4346128e-8,0.0000054896195,0.0015918721],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999261,0.00015708712,0.0002448228,0.00005626675,0.0001396227,0.00014118901],"domain_scores_gemma":[0.9985594,0.0005203038,0.0005194945,0.000291262,0.00007364763,0.000035898393],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010798904,0.00008604122,0.00023571774,0.000020173935,0.0017026403,0.000038299007,0.00037055925,0.000022381148,0.000056473986],"category_scores_gemma":[0.0001143571,0.00003116317,0.000047649784,0.000015820637,0.0005297358,0.00010061364,0.00016023895,0.00016509046,0.000019057943],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008843934,0.00046971717,0.27713248,0.00017129855,0.0050142338,0.0002060097,0.1195753,0.000005222897,0.000096160904,0.012378823,0.21284916,0.36325765],"study_design_scores_gemma":[0.009173107,0.00030508093,0.93801665,0.00027654608,0.0006194322,0.00037936802,0.024967432,0.000005354057,0.00021459094,0.018234033,0.007662562,0.00014582142],"about_ca_topic_score_codex":0.00008901101,"about_ca_topic_score_gemma":0.000035403373,"teacher_disagreement_score":0.6608842,"about_ca_system_score_codex":0.000012310303,"about_ca_system_score_gemma":0.0000057327966,"threshold_uncertainty_score":0.999597},"labels":[],"label_agreement":null},{"id":"W2756529428","doi":"10.1016/s2215-0366(17)30333-4","title":"The WPA- Lancet Psychiatry Commission on the Future of Psychiatry","year":2017,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":405,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Wellesley Institute; University of Toronto","funders":"Rural Development Administration; Medical Research Council; National Institute for Health and Care Research","keywords":"Commission; Commit; Psychiatry; Mental health; Face (sociological concept); Leverage (statistics); Health care; Medicine; Political science; Psychology; Sociology; Law; Social science","score_opus":0.1272748566022523,"score_gpt":0.45226609402283674,"score_spread":0.32499123742058444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756529428","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007906954,0.80078447,0.0000013389189,0.0800361,0.044744056,0.0023571406,0.000429257,0.00011872382,0.07144985],"genre_scores_gemma":[0.00009082393,0.9583494,0.0002566106,0.0027991834,0.03118497,0.00065053726,0.00014177541,0.00018056606,0.006346106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936531,0.0016802856,0.0015853875,0.00096757704,0.0007518398,0.0013617938],"domain_scores_gemma":[0.98920906,0.0007907031,0.0028838837,0.0068469853,0.00006543504,0.00020396226],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002353637,0.0011758781,0.0029230292,0.00013436108,0.0033632717,0.00025752856,0.006292673,0.000864603,0.00067434576],"category_scores_gemma":[0.000027343107,0.00047882623,0.0012553979,0.00045020768,0.0005604122,0.00009801968,0.00033552066,0.002842557,0.0010255106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024849255,0.0003203859,0.0013800787,0.0031141925,0.00046155532,0.000001352173,0.00007823672,6.849113e-8,6.385118e-9,0.17409755,0.4851147,0.33518338],"study_design_scores_gemma":[0.0012211544,0.0002674381,0.0018758575,0.009854546,0.00076995057,0.000053231808,0.0005759849,6.288254e-7,5.038832e-8,0.015952567,0.96892065,0.0005079707],"about_ca_topic_score_codex":0.00008991632,"about_ca_topic_score_gemma":0.0006175313,"teacher_disagreement_score":0.48380592,"about_ca_system_score_codex":0.00009281564,"about_ca_system_score_gemma":0.0006063177,"threshold_uncertainty_score":0.99976635},"labels":[],"label_agreement":null},{"id":"W2763517484","doi":"10.1177/0706743717720688","title":"Newspaper Articles Related to the Not Criminally Responsible on Account of Mental Disorder (NCRMD) Designation: A Comparative Analysis","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Mental Health Commission; Health Canada; Commission de la santé mentale du Canada","keywords":"Theme (computing); Newspaper; Tone (literature); Economic shortage; Mental illness; Psychology; Rehabilitation; Mental health; Medicine; Psychiatry; Media studies; Sociology; Literature; Art; Government (linguistics); Linguistics; Computer science","score_opus":0.06800185672241395,"score_gpt":0.3867597692810909,"score_spread":0.31875791255867697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763517484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9082112,0.00052593503,0.000012436752,0.08300568,0.0013227679,0.00030083756,0.00003151615,0.0000023790749,0.0065872865],"genre_scores_gemma":[0.99669284,0.000005296867,0.00029358215,0.0015850818,0.000115458766,0.000009410104,0.00000265482,0.0000086190685,0.0012870877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858236,0.00027089176,0.00047807084,0.00013548981,0.00026433705,0.0002688339],"domain_scores_gemma":[0.9983476,0.00011252057,0.0005993011,0.0005547286,0.00012401018,0.0002618453],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008304722,0.0001335548,0.00026933724,0.00030449298,0.0012817711,0.000118532465,0.0007568328,0.000058746875,0.0011846183],"category_scores_gemma":[0.000025470748,0.00007538093,0.00017286456,0.0003045059,0.00016712342,0.00012469526,0.000016948392,0.00024265448,0.00009328726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041904813,0.0007054012,0.6721904,0.000027279686,0.005481464,0.00007483562,0.0647428,0.001401621,0.00014326512,0.14928997,0.08622246,0.01553],"study_design_scores_gemma":[0.0011389556,0.0006263485,0.98476636,0.00007099832,0.0006185324,0.000029938448,0.0064813397,0.000046167996,0.00012841415,0.003289025,0.0026805222,0.00012339605],"about_ca_topic_score_codex":0.022304725,"about_ca_topic_score_gemma":0.5345309,"teacher_disagreement_score":0.51222616,"about_ca_system_score_codex":0.00011687443,"about_ca_system_score_gemma":0.00052656874,"threshold_uncertainty_score":0.99972844},"labels":[],"label_agreement":null},{"id":"W2764284172","doi":"10.1007/s10912-017-9483-z","title":"“Even Heroes Get Depressed”: Sponsorship and Self-Stigma in Canada’s Mental Illness Awareness Week","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Humanities","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stigma (botany); Mental illness; Psychology; Social stigma; Psychiatry; Mental health; Clinical psychology; Medicine; Family medicine","score_opus":0.0634198071359271,"score_gpt":0.3619002988017594,"score_spread":0.2984804916658323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2764284172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907892,0.0019329264,0.0000024133328,0.002747449,0.00206548,0.00012889397,0.000016298181,0.0000071745962,0.002310197],"genre_scores_gemma":[0.99798,0.00046637713,0.000018162516,0.0003892706,0.00044097676,0.0000105645495,0.0000036926745,0.000014705023,0.0006762291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997934,0.0002535732,0.0005277554,0.00014864848,0.00081137737,0.00032469124],"domain_scores_gemma":[0.9987907,0.00028374177,0.0004255913,0.00019780463,0.00004505675,0.00025709902],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009978712,0.00015781583,0.00036707046,0.0001081514,0.0006272174,0.000101464786,0.00061526423,0.00010672033,0.0014433181],"category_scores_gemma":[0.00011741218,0.00012088476,0.000041892225,0.000019306617,0.00018303454,0.00027965262,0.00010894524,0.00037822349,0.000005993662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014450272,0.0016134435,0.8802736,0.0004689905,0.0004014729,0.0074963346,0.021863976,0.0000013035173,0.000004067259,0.008124973,0.015586347,0.062720455],"study_design_scores_gemma":[0.004086514,0.00027615324,0.95047057,0.0005388873,0.00005018577,0.00057985465,0.014018616,0.000030879102,0.000062372994,0.00065567385,0.028985646,0.00024464956],"about_ca_topic_score_codex":0.45844874,"about_ca_topic_score_gemma":0.7083885,"teacher_disagreement_score":0.24993981,"about_ca_system_score_codex":0.00029113,"about_ca_system_score_gemma":0.0006628228,"threshold_uncertainty_score":0.9994695},"labels":[],"label_agreement":null},{"id":"W2764955914","doi":"10.1007/s11126-007-9039-x","title":"The Role of a Clinical Director in Developing an Innovative Assertive Community Treatment Team Targeting Ethno-racial Minority Patients","year":2007,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Mount Sinai Hospital; University of Toronto","funders":"Department of Psychiatry, Columbia University","keywords":"Psychoeducation; Assertive community treatment; Ethnic group; Mental illness; Mental health; Public health; Population; Medicine; Psychology; Nursing; Psychiatry; Political science","score_opus":0.04610626968488394,"score_gpt":0.43173566470874397,"score_spread":0.38562939502386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2764955914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896303,0.00042223049,0.00003474297,0.00009017854,0.0014802191,0.0008877656,0.00002167461,0.000037134316,0.0073957457],"genre_scores_gemma":[0.99838036,0.000009440666,0.00101523,0.00009902136,0.00027342152,0.00008035399,0.00006940273,0.000016719066,0.000056032924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962426,0.0012270423,0.0014092422,0.00032750782,0.00023417949,0.00055943767],"domain_scores_gemma":[0.9976297,0.0010239996,0.0006411133,0.00039564003,0.00019064205,0.00011888644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023964958,0.00025132418,0.0004386215,0.0001865384,0.0005772024,0.000023528979,0.0003472405,0.00018974348,0.000025931622],"category_scores_gemma":[0.000050231898,0.000178002,0.00009811266,0.00091817445,0.00011008428,0.00016470045,0.000021557462,0.00049068924,0.000028077367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070579996,0.0027782053,0.6438248,0.00000904062,0.000051810584,0.0000011814001,0.017319845,2.1359822e-8,0.0000037157083,0.00089742825,0.00004677447,0.33436134],"study_design_scores_gemma":[0.0028660237,0.004142631,0.9768865,0.000013866158,0.000021423408,4.2670644e-7,0.013151647,0.00000959481,0.000051582967,0.0010566502,0.0016141451,0.00018549558],"about_ca_topic_score_codex":0.008136974,"about_ca_topic_score_gemma":0.01136731,"teacher_disagreement_score":0.33417585,"about_ca_system_score_codex":0.00021376948,"about_ca_system_score_gemma":0.00008746282,"threshold_uncertainty_score":0.9984679},"labels":[],"label_agreement":null},{"id":"W2765731020","doi":"10.5430/jnep.v8n2p116","title":"“Turning the tide” in Treatment of substance use: A nursing response","year":2017,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Nursing; Substance use; Nursing practice; Medicine; Psychology; Psychiatry","score_opus":0.24017119673663634,"score_gpt":0.5570125146382287,"score_spread":0.3168413179015923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765731020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96393436,0.004157329,0.000025510682,0.02302461,0.001906234,0.00014025821,9.527105e-7,0.000001778995,0.0068089394],"genre_scores_gemma":[0.9970198,0.0004253279,0.0010179282,0.0001398651,0.00016046084,0.000004018557,5.937839e-7,0.0000066564776,0.001225299],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988433,0.0005447971,0.00030356302,0.000082472274,0.000113679496,0.00011217157],"domain_scores_gemma":[0.9969473,0.0016301394,0.0010484401,0.00021315507,0.00010556759,0.00005538547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009002682,0.00007194444,0.0001410734,0.000101489044,0.0004318835,0.00008422596,0.00010068906,0.000039373997,0.000032682157],"category_scores_gemma":[0.00043071416,0.000048416245,0.00003098408,0.000059382666,0.00010169173,0.0006983983,0.0000018331496,0.000117147785,0.000002097791],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010397268,0.005420517,0.014268548,0.000010361891,0.00005514449,0.000026745842,0.14970152,0.0000021207857,0.000661844,0.0010210085,0.0021202175,0.8163147],"study_design_scores_gemma":[0.0016349914,0.0007903327,0.9480976,0.0012983923,0.00014865222,0.0016045894,0.030367171,0.000007631187,0.00024970947,0.0006174189,0.015105327,0.00007820881],"about_ca_topic_score_codex":0.00016201925,"about_ca_topic_score_gemma":0.000012487086,"teacher_disagreement_score":0.933829,"about_ca_system_score_codex":0.00025070144,"about_ca_system_score_gemma":0.000113037815,"threshold_uncertainty_score":0.33217424},"labels":[],"label_agreement":null},{"id":"W2766944283","doi":"10.1016/j.psym.2017.10.005","title":"Unique Characteristics of High-Cost Users of Medical Care With Comorbid Mental Illness or Addiction in a Population-Based Cohort","year":2017,"lang":"en","type":"article","venue":"Psychosomatics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto","funders":"","keywords":"Mental illness; Medicine; Psychological intervention; Addiction; Socioeconomic status; Psychiatry; Addiction medicine; Mental health; Inpatient care; Population; Mood; Cohort; Comorbidity; Substance abuse; Health care; Environmental health","score_opus":0.0258147983181158,"score_gpt":0.3729459784191154,"score_spread":0.34713118010099964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766944283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99682647,0.000025730194,0.00012181378,0.0003252882,0.0008481285,0.0009589319,0.0002507038,0.000019397206,0.0006235427],"genre_scores_gemma":[0.9985764,0.00003590607,0.00044609176,0.00009010315,0.000045436034,0.00013800836,0.0005999732,0.000023769711,0.00004433332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984665,0.00008454315,0.00056893524,0.00020516182,0.00047372226,0.00020113822],"domain_scores_gemma":[0.99855,0.00009354482,0.00062276627,0.0005638899,0.000064054926,0.00010573216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017809059,0.00015995135,0.0003954171,0.00011545271,0.0001541203,0.000018659975,0.0003467227,0.00016831406,0.00071384566],"category_scores_gemma":[0.000027527693,0.0001218835,0.000035041317,0.00010241732,0.00011697359,0.00008717728,0.000024281022,0.00013420283,0.00000755619],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006329758,0.00053728593,0.98221093,0.00032071368,0.00006576063,0.00002178406,0.0018128417,0.0000013224447,0.0000039624797,0.0003883833,0.000099520636,0.013904541],"study_design_scores_gemma":[0.0031263262,0.00025623175,0.99442565,0.00082440267,0.000048500082,0.0000051726315,0.0005949749,0.0002896907,0.00015986685,0.000025490044,0.00010758491,0.00013608842],"about_ca_topic_score_codex":0.0045192237,"about_ca_topic_score_gemma":0.0022725991,"teacher_disagreement_score":0.013768452,"about_ca_system_score_codex":0.00009971862,"about_ca_system_score_gemma":0.00005556625,"threshold_uncertainty_score":0.7816109},"labels":[],"label_agreement":null},{"id":"W2767816656","doi":"10.5430/jnep.v8n3p64","title":"Designing and revising a cognitive behavioral group intervention for psychological distress among female university students","year":2017,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Distress; Psychological intervention; Anxiety; Clinical psychology; Psychology; Cognition; Mental health; Depression (economics); Psychiatry; Psychotherapist; Medicine","score_opus":0.2533652577633834,"score_gpt":0.5859202214658549,"score_spread":0.33255496370247145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767816656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940186,0.0005882839,0.0016004571,0.00070043205,0.0011203783,0.00022981546,0.0000032817732,0.0000033217732,0.0017353942],"genre_scores_gemma":[0.99731857,0.00007238356,0.0020293624,0.00004764752,0.00013466753,0.000002267646,0.000005590807,0.000004734659,0.00038477415],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993081,0.00022920444,0.00016717915,0.000118360884,0.00008683933,0.0000902912],"domain_scores_gemma":[0.998684,0.00029848234,0.0007396669,0.00006770409,0.00012307678,0.00008710606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006334926,0.00006277167,0.00010941426,0.000058638776,0.0007664545,0.000160439,0.00009025636,0.00004994954,0.00002111832],"category_scores_gemma":[0.00017516932,0.00005741476,0.000034983823,0.000021818098,0.00009686008,0.0008302808,0.000016797345,0.00012488443,6.4892987e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002040139,0.0051415986,0.0758374,0.00003626516,0.00004913156,0.000017417131,0.007831061,1.5647416e-8,0.000032284235,0.00021689119,0.00037804106,0.9084197],"study_design_scores_gemma":[0.0026824928,0.0013263966,0.93713343,0.0015272531,0.00045431644,0.0003950456,0.055681888,0.0000014238408,0.000012973832,0.0001639682,0.00053410133,0.00008669046],"about_ca_topic_score_codex":0.00004938634,"about_ca_topic_score_gemma":0.0000033163012,"teacher_disagreement_score":0.90833306,"about_ca_system_score_codex":0.000061608655,"about_ca_system_score_gemma":0.000006777553,"threshold_uncertainty_score":0.5895026},"labels":[],"label_agreement":null},{"id":"W2767910641","doi":"10.1071/ah16115","title":"A review of the economic impact of mental illness","year":2017,"lang":"en","type":"review","venue":"Australian Health Review","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":243,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Mental Health Commission","keywords":"Mental illness; Psychological intervention; Economic impact analysis; Health economics; Mental health; Medicine; Psychiatry; Checklist; Quality of life (healthcare); Indirect costs; Gerontology; Psychology; Public health; Economics; Nursing","score_opus":0.3200930636737634,"score_gpt":0.5879237555776666,"score_spread":0.26783069190390324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767910641","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000018557985,0.9851565,2.6861288e-8,0.00080158823,0.0015687674,0.009384244,0.0012254228,0.000012940589,0.001848685],"genre_scores_gemma":[0.0000062706254,0.9950458,0.000008020506,0.0010290481,0.00013254989,0.0006350119,0.00032721544,0.00006436889,0.0027517353],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938263,0.0013709011,0.0032886795,0.0005958294,0.00022885636,0.00068942434],"domain_scores_gemma":[0.99019825,0.00012427279,0.006873057,0.002455948,0.000044843702,0.00030363843],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018138458,0.00069455197,0.006251225,0.000091160175,0.00026903593,0.0000112010885,0.0015994211,0.00023446618,0.0060766656],"category_scores_gemma":[0.00004164711,0.000387268,0.002765366,0.00023238819,0.00020102167,0.00009574902,0.00016883868,0.0004901845,0.00060573267],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015069998,0.000032003856,0.000009013723,0.42714456,0.00015334327,9.260493e-7,0.000011449762,1.7489852e-9,4.4076426e-10,0.00007251845,0.09441753,0.47815713],"study_design_scores_gemma":[0.000107616535,0.00010718636,0.000069136695,0.4661962,0.0005305927,0.000053433385,0.0000015171904,6.5862906e-9,2.4311797e-8,0.000002888403,0.5327859,0.0001455137],"about_ca_topic_score_codex":0.0036615208,"about_ca_topic_score_gemma":0.000031317977,"teacher_disagreement_score":0.47801164,"about_ca_system_score_codex":0.0014721397,"about_ca_system_score_gemma":0.0018591818,"threshold_uncertainty_score":0.9998579},"labels":[],"label_agreement":null},{"id":"W2768041982","doi":"10.1186/s12905-017-0461-4","title":"Correlates of depressive symptoms in late middle-aged Taiwanese women: findings from the 2009 Taiwan National Health Interview Survey","year":2017,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Health Promotion Administration, Ministry of Health and Welfare; Health and Welfare Data Science Center; Ministry of Health and Welfare","keywords":"Medicine; Demography; Logistic regression; Depression (economics); Depressive symptoms; Population; Odds ratio; Marital status; Cross-sectional study; Center for Epidemiologic Studies Depression Scale; Reproductive medicine; Gerontology; Psychiatry; Internal medicine; Pregnancy; Anxiety; Environmental health","score_opus":0.0954995080500134,"score_gpt":0.38412556706013284,"score_spread":0.28862605901011945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768041982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902735,0.0037819857,0.000021012032,0.0022249063,0.00097370567,0.0013371168,0.00086284726,0.00003476578,0.00049020984],"genre_scores_gemma":[0.9948385,0.00022652102,0.000041226915,0.0026225154,0.00009686144,0.00046144365,0.00027536834,0.000038368067,0.0013992151],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944455,0.0021919818,0.0011346027,0.00060374493,0.00047008946,0.00115406],"domain_scores_gemma":[0.9966085,0.0007661597,0.0012901481,0.00084654265,0.00009203258,0.00039659778],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0056576272,0.00032179433,0.0008181925,0.00015393682,0.000917145,0.00009193919,0.00093807664,0.00014407908,0.0011952037],"category_scores_gemma":[0.00019230673,0.0002425669,0.00007538616,0.00023056823,0.0002031549,0.00023958845,0.00019033602,0.00043441413,0.00016392938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004101796,0.00050403865,0.9453879,0.00026579655,0.00008932892,0.0000062060476,0.040635906,0.0000071813706,0.000001253097,0.0002658,0.0020862299,0.0103402],"study_design_scores_gemma":[0.0032716568,0.0005057956,0.9919741,0.00044652354,0.0000026362181,0.0000027517556,0.002115502,0.00004184495,0.00000251122,0.0011866959,0.000271024,0.0001789362],"about_ca_topic_score_codex":0.018090084,"about_ca_topic_score_gemma":0.01436948,"teacher_disagreement_score":0.04658624,"about_ca_system_score_codex":0.001274098,"about_ca_system_score_gemma":0.000668334,"threshold_uncertainty_score":0.99971783},"labels":[],"label_agreement":null},{"id":"W2768217634","doi":"10.1186/s13033-017-0176-9","title":"Situational analysis to inform development of primary care and community-based mental health services for severe mental disorders in Nepal","year":2017,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Grand Challenges Canada","keywords":"Mental health; Health administration; Situational ethics; Primary care; Situation analysis; Primary health care; Nursing research; Medicine; Psychiatry; Public health; Psychology; Nursing; Family medicine; Environmental health; Business","score_opus":0.042245871604544134,"score_gpt":0.41609970937897744,"score_spread":0.3738538377744333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768217634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886247,0.0012721677,0.00018780594,0.004307439,0.0023472956,0.0016992333,0.000925864,0.000007279607,0.0006281976],"genre_scores_gemma":[0.99499744,0.00007389742,0.0022729926,0.00097223325,0.00009918543,0.00007537526,0.0014063056,0.000016092992,0.00008650034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693704,0.00024869616,0.0015122861,0.00018853859,0.00077922764,0.0003342386],"domain_scores_gemma":[0.99734294,0.000112892005,0.0018504952,0.00021429881,0.00019208796,0.00028728545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014672001,0.00021286299,0.0006171386,0.00065112906,0.0011431946,0.000098551194,0.0006790573,0.000066227774,0.000027673086],"category_scores_gemma":[0.000004424356,0.00019635288,0.00013957609,0.00013184821,0.00005583607,0.00034648587,0.00014129687,0.00022803363,0.0000036508231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00497463,0.0022745356,0.56753236,0.0037071556,0.002288712,0.0000047755643,0.15277615,0.00023219829,0.000040921255,0.0003806122,0.0011871523,0.26460078],"study_design_scores_gemma":[0.019743998,0.003290131,0.865096,0.0037569767,0.00007364708,0.00010709818,0.07714994,0.00073203666,0.000063070926,0.00004525135,0.029447207,0.000494684],"about_ca_topic_score_codex":0.0043042214,"about_ca_topic_score_gemma":0.008174948,"teacher_disagreement_score":0.29756358,"about_ca_system_score_codex":0.0018776051,"about_ca_system_score_gemma":0.00040526316,"threshold_uncertainty_score":0.8792644},"labels":[],"label_agreement":null},{"id":"W2768533173","doi":"10.7202/1041919ar","title":"Vers une compréhension de la stigmatisation : quel est le stéréotype associé à la schizophrénie ?","year":2017,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.026203159954117004,"score_gpt":0.3763542171749513,"score_spread":0.35015105722083434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768533173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84658456,0.0038831362,0.000052175517,0.0076755537,0.002408149,0.0006307763,0.00012876536,0.000075832875,0.13856107],"genre_scores_gemma":[0.9854274,0.000396709,0.0004985225,0.00041941137,0.0004572813,0.00006593676,0.00015809179,0.000068511246,0.012508159],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99683833,0.0010289588,0.00048583577,0.000545787,0.00032165193,0.0007794327],"domain_scores_gemma":[0.99760383,0.0006416925,0.00058570533,0.00081953994,0.00003881872,0.00031043144],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00092831266,0.00039763434,0.00043668374,0.00009334315,0.002254648,0.00025483052,0.00052223774,0.00042934704,0.0011809617],"category_scores_gemma":[0.00008372746,0.0004249797,0.00015457634,0.00009860272,0.00095566857,0.00052343705,0.00018572781,0.00045969663,0.0015336114],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081200065,0.003046164,0.27832097,0.0005259193,0.00044209888,0.00044975537,0.0132974535,0.000014407442,0.0025104566,0.021022467,0.015286093,0.6642722],"study_design_scores_gemma":[0.008788675,0.00041278766,0.8779479,0.00077641243,0.0002541445,0.00009160884,0.0052993456,0.00027003375,0.0013449121,0.0015817725,0.10263075,0.0006016122],"about_ca_topic_score_codex":0.75419444,"about_ca_topic_score_gemma":0.21351697,"teacher_disagreement_score":0.6636706,"about_ca_system_score_codex":0.0025684552,"about_ca_system_score_gemma":0.001277414,"threshold_uncertainty_score":0.9998202},"labels":[],"label_agreement":null},{"id":"W2769662836","doi":"10.1016/j.comppsych.2017.11.010","title":"Current prevalence, comorbidity and associated factors for symptoms of depression and generalised anxiety in the Lagos State Mental Health Survey (LSMHS), Nigeria","year":2017,"lang":"en","type":"article","venue":"Comprehensive Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Health, British Columbia","keywords":"Anxiety; Depression (economics); Comorbidity; Psychiatry; Medicine; Alcohol Use Disorders Identification Test; Patient Health Questionnaire; Mental health; National Comorbidity Survey; Clinical psychology; Depressive symptoms; Poison control; Injury prevention; Environmental health","score_opus":0.06792571898635494,"score_gpt":0.3964850577045595,"score_spread":0.32855933871820453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769662836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838659,0.010444981,0.000013194715,0.00036554874,0.00223351,0.00163447,0.0013943206,0.000014993232,0.00003309363],"genre_scores_gemma":[0.9978075,0.0013184326,0.00007611919,0.000260158,0.000048664973,0.00007051042,0.00036752707,0.000017351376,0.000033714878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981081,0.00051740813,0.00041518974,0.00042757392,0.00016940653,0.00036230506],"domain_scores_gemma":[0.99854845,0.00023018583,0.00057239784,0.00046877132,0.00006785887,0.000112324764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044643515,0.00023038463,0.00039292188,0.000053835487,0.00068936375,0.00006150169,0.00030238624,0.00007917735,0.000020228406],"category_scores_gemma":[0.000019418125,0.00016467531,0.000069575086,0.00006229285,0.00017471555,0.000121909165,0.00010392174,0.0001695875,9.917544e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023206568,0.0004099721,0.9819588,0.00025847254,0.000053551375,1.7420437e-7,0.0023402867,3.1739805e-7,0.000020150961,0.000055001587,0.0061008786,0.008570302],"study_design_scores_gemma":[0.0031577083,0.00027274972,0.995008,0.00018489284,0.000014317869,0.0000016257446,0.0004092259,0.000044598437,0.00001488439,0.0003336508,0.0004140826,0.00014424957],"about_ca_topic_score_codex":0.0016233266,"about_ca_topic_score_gemma":0.0023612496,"teacher_disagreement_score":0.0139416335,"about_ca_system_score_codex":0.000039129427,"about_ca_system_score_gemma":0.0000388387,"threshold_uncertainty_score":0.6715264},"labels":[],"label_agreement":null},{"id":"W2769852544","doi":"10.1080/14999013.2017.1391357","title":"Criminal Responsibility in Canada: Mental Disorder Stigma Education and the Insanity Defense","year":2017,"lang":"en","type":"article","venue":"International Journal of Forensic Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Insanity defense; Criminal responsibility; Stigma (botany); Psychology; Insanity; Psychiatry; Criminology; Mental illness; Forensic psychiatry; Criminal justice; Mental health; Criminal law","score_opus":0.03416514734884883,"score_gpt":0.40392007936989094,"score_spread":0.3697549320210421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769852544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717933,0.0015796294,0.0000057290767,0.019143078,0.005328814,0.00040926907,0.00005721835,0.000002100438,0.0016808575],"genre_scores_gemma":[0.99730134,0.00024125783,0.00015256547,0.001845664,0.00019969858,0.000011836451,0.000020139985,0.000007976416,0.00021951809],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99818575,0.0002737162,0.0006634211,0.00016822026,0.00048072657,0.00022818404],"domain_scores_gemma":[0.99852836,0.00012746861,0.0008418929,0.00022583472,0.00011523864,0.00016120404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009872849,0.00012942894,0.00025598396,0.00010072089,0.00047318832,0.00006620531,0.00043271662,0.00002963804,0.00017123918],"category_scores_gemma":[0.000070766786,0.000088759436,0.00005520105,0.000029837052,0.00022329672,0.00023731134,0.00009925222,0.00025144214,0.000003864652],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060890713,0.00068227015,0.4129741,0.000036276768,0.00011676262,0.000049314935,0.007138505,7.4574126e-7,0.000003245463,0.0076363953,0.008451821,0.5568215],"study_design_scores_gemma":[0.006042488,0.00019413789,0.98183405,0.00019024168,0.000011163335,0.00045903388,0.0071499655,0.000036457634,0.000025860534,0.0020609144,0.0019048413,0.0000908481],"about_ca_topic_score_codex":0.7629183,"about_ca_topic_score_gemma":0.80159503,"teacher_disagreement_score":0.56885993,"about_ca_system_score_codex":0.0015313022,"about_ca_system_score_gemma":0.0013487559,"threshold_uncertainty_score":0.4004302},"labels":[],"label_agreement":null},{"id":"W2770050177","doi":"","title":"Assessment of Relatives Beliefs and Attitude on Mental Illness and Treatment in Kano, Nigeria","year":2017,"lang":"en","type":"article","venue":"Annals of Medical and Health Sciences Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mental illness; Mental health; Quarter (Canadian coin); Psychiatry; Family medicine","score_opus":0.5105549264084246,"score_gpt":0.6691436343739768,"score_spread":0.15858870796555224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770050177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94987464,0.0033729186,5.1651756e-7,0.04081585,0.00010624105,0.000484081,0.000012907706,0.000002389503,0.005330428],"genre_scores_gemma":[0.9839739,0.015358883,0.000054093773,0.00024642516,0.000037770526,0.000046394252,0.0000023743607,0.0000030724052,0.00027704125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975487,0.0003093209,0.00034632353,0.00036462283,0.0009775802,0.00045347423],"domain_scores_gemma":[0.9989122,0.00034156253,0.00015008856,0.00017984264,0.000036088757,0.00038020828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005330371,0.00009505449,0.00031773714,0.00020623868,0.0010116353,0.000041651103,0.0002603377,0.00008414866,0.00023023355],"category_scores_gemma":[0.0000617243,0.00006162964,0.000016203892,0.00012018119,0.0020152451,0.00012332211,0.00017797125,0.00019079733,0.0000016158627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092543014,0.00078552344,0.70305663,0.0002182459,0.000020309068,0.00001816633,0.004652268,6.769114e-8,0.000009464272,0.018693723,0.0004568892,0.27199614],"study_design_scores_gemma":[0.0011425391,0.0033716797,0.99156195,0.00040765066,7.312931e-7,0.000003920748,0.0016325122,0.00006147704,0.000057978308,0.0009657628,0.0007414011,0.000052398726],"about_ca_topic_score_codex":0.008025355,"about_ca_topic_score_gemma":0.0017338081,"teacher_disagreement_score":0.2885053,"about_ca_system_score_codex":0.000027620108,"about_ca_system_score_gemma":0.0002099397,"threshold_uncertainty_score":0.9985803},"labels":[],"label_agreement":null},{"id":"W2770504245","doi":"10.1155/2017/9109086","title":"Addressing Adolescent Depression in Tanzania: Positive Primary Care Workforce Outcomes Using a Training Cascade Model","year":2017,"lang":"en","type":"article","venue":"Depression Research and Treatment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Tanzania; Depression (economics); Workforce; Health care; Family medicine; Nursing; Psychiatry","score_opus":0.3890787347804812,"score_gpt":0.5208305726894501,"score_spread":0.13175183790896888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770504245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792704,0.0062978324,0.0000852508,0.00014748421,0.00016076036,0.001393171,0.000067072964,0.000036011945,0.012542013],"genre_scores_gemma":[0.9972668,0.00028649523,0.00068349956,0.0000701942,0.00007379293,0.00032475786,0.00007684702,0.000043225882,0.0011743834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696904,0.00029126013,0.00036669965,0.0008312585,0.0005419858,0.0009997436],"domain_scores_gemma":[0.9983982,0.00019396203,0.00017915224,0.0007490608,0.00008720241,0.0003924116],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00031678678,0.00034583593,0.0005061172,0.000302322,0.0021682715,0.00026771537,0.0003143598,0.0002305034,0.000043250937],"category_scores_gemma":[0.000024737314,0.00024380289,0.000087576074,0.000103112405,0.00022136192,0.00033918605,0.00033908585,0.00041570753,0.000014504861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008271184,0.0007222975,0.64289176,0.000066965775,0.000057199595,0.00057591463,0.005882597,0.00007245353,0.00032224497,0.00005462581,0.00003511381,0.3484917],"study_design_scores_gemma":[0.0068308692,0.0003043402,0.98242134,0.0018882923,0.000039321265,0.00003400427,0.0036855636,0.0026939057,0.0015674623,0.00019644316,0.000045315584,0.00029311873],"about_ca_topic_score_codex":0.002228711,"about_ca_topic_score_gemma":0.00034402273,"teacher_disagreement_score":0.3481986,"about_ca_system_score_codex":0.0007890446,"about_ca_system_score_gemma":0.0001115722,"threshold_uncertainty_score":0.9991308},"labels":[],"label_agreement":null},{"id":"W2770578220","doi":"10.1016/j.jad.2017.11.052","title":"Gender similarities in somatic depression and in DSM depression secondary symptom profiles within the context of severity and bereavement","year":2017,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Alberta; Institute of Health Economics","funders":"","keywords":"Depression (economics); Psychology; Context (archaeology); Anhedonia; Clinical psychology; Affect (linguistics); Population; Psychiatry; Demography; Schizophrenia (object-oriented programming)","score_opus":0.019003383584948623,"score_gpt":0.3357775958431217,"score_spread":0.3167742122581731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770578220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99461794,0.0031316022,0.000008737598,0.0002192685,0.00019404416,0.00049709744,0.000007229281,0.0000018295689,0.0013222551],"genre_scores_gemma":[0.9996161,0.00020583608,0.0000338779,0.000076119075,0.000015519588,0.000024568659,0.000001144787,0.000007974256,0.000018863553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990231,0.00023214663,0.00033505517,0.0001365489,0.00013558965,0.00013758767],"domain_scores_gemma":[0.9990014,0.00023674069,0.0005387112,0.0001505873,0.000028657832,0.00004393034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048929383,0.00011868179,0.00026805443,0.000108931024,0.00018900823,0.000032330034,0.00013224037,0.00007148334,0.000040659048],"category_scores_gemma":[0.000054131262,0.00007396666,0.00003322466,0.000032728978,0.00016841195,0.0002847372,0.0000786318,0.00025226208,2.917007e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003663895,0.00024432928,0.9357855,0.00015947974,0.000053270138,0.000010895131,0.009352011,0.0000022403744,0.00012312777,0.000061315404,0.0000639511,0.053777527],"study_design_scores_gemma":[0.0032221964,0.00014762793,0.9776166,0.00036987267,0.000022071812,0.000016073833,0.014857967,0.00005187212,0.00092833774,0.0026922526,0.0000050909453,0.00007002964],"about_ca_topic_score_codex":0.0009203644,"about_ca_topic_score_gemma":0.0026312715,"teacher_disagreement_score":0.0537075,"about_ca_system_score_codex":0.000034026583,"about_ca_system_score_gemma":0.000027367863,"threshold_uncertainty_score":0.30162728},"labels":[],"label_agreement":null},{"id":"W2772440358","doi":"10.24095/hpcdp.37.2.04f","title":"Le fardeau du trouble d’anxiété généralisée au Canada","year":2017,"lang":"fr","type":"article","venue":"Promotion de la santé et prévention des maladies chroniques au Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Montfort Hospital; University of Ottawa; Public Health Agency of Canada","funders":"","keywords":"Humanities; Medicine; Political science; Art","score_opus":0.020770065936073136,"score_gpt":0.34190731345075775,"score_spread":0.32113724751468464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772440358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5446788,0.002940001,0.0003209889,0.011888067,0.0051916568,0.0010548917,0.00034113912,0.000087672626,0.43349674],"genre_scores_gemma":[0.8923827,0.0019694157,0.00042293838,0.0005345129,0.0010740593,0.00031361548,0.00025373435,0.00008524975,0.102963805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99473435,0.0015790851,0.0008993124,0.00076693617,0.00054711936,0.001473206],"domain_scores_gemma":[0.9971046,0.00025175794,0.0009832361,0.000911802,0.00019384552,0.00055478135],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014670644,0.0005742447,0.0006122002,0.00010236603,0.0028889633,0.00041866253,0.00075066875,0.00035851047,0.01191689],"category_scores_gemma":[0.00017703052,0.0006662216,0.00019331388,0.0001245344,0.0007490579,0.00087382493,0.00022377491,0.00052902714,0.00002141878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00048352263,0.0024781702,0.38632795,0.0081805745,0.0011341322,0.0018778082,0.0041314354,0.00016725267,0.00009882452,0.10804678,0.3435446,0.14352894],"study_design_scores_gemma":[0.003544399,0.00046473366,0.5086483,0.0020006038,0.00021785864,0.000355363,0.0010057644,0.0002469369,0.002066142,0.0031598802,0.47744045,0.0008495767],"about_ca_topic_score_codex":0.9986868,"about_ca_topic_score_gemma":0.9999673,"teacher_disagreement_score":0.34770384,"about_ca_system_score_codex":0.01019184,"about_ca_system_score_gemma":0.013522366,"threshold_uncertainty_score":0.9995789},"labels":[],"label_agreement":null},{"id":"W2772492721","doi":"10.1503/cmaj.160816","title":"Payment incentives for community-based psychiatric care in Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Incentive; Payment; Psychiatry; Data science; Medicine; Computer science; World Wide Web; Economics","score_opus":0.02363368848874236,"score_gpt":0.3292310894854148,"score_spread":0.30559740099667243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772492721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592074,0.00021517929,0.000008686843,0.022683455,0.004468648,0.00039208023,0.00008677189,0.0000045621828,0.012933207],"genre_scores_gemma":[0.9904332,0.000003983274,0.000050245366,0.007992637,0.00038754,0.000048815004,0.00006897541,0.000009721337,0.0010048745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982761,0.00026860426,0.00033652136,0.00010719635,0.0005042225,0.0005073636],"domain_scores_gemma":[0.9982611,0.00022688092,0.00032708398,0.00019850973,0.00013011535,0.0008562903],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009372721,0.00010360697,0.00017739277,0.00011430851,0.0018262563,0.00010297374,0.0004562334,0.00019371067,0.003301388],"category_scores_gemma":[0.00021622934,0.00009775054,0.000055476303,0.00004520954,0.000022671265,0.00007742125,0.00001235714,0.0009855912,0.000013365876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000034745288,0.00006109624,0.9047417,0.000014623994,0.000036667796,0.00009821574,0.0012161096,8.7680763e-7,5.3867552e-8,0.00012654472,0.06996279,0.023706563],"study_design_scores_gemma":[0.002538932,0.00007640981,0.715288,0.000039971015,0.000010923562,0.0000053273784,0.0017136366,0.0000063315665,0.0000010317476,0.00007535522,0.2801585,0.00008559563],"about_ca_topic_score_codex":0.9984022,"about_ca_topic_score_gemma":0.9999889,"teacher_disagreement_score":0.2101957,"about_ca_system_score_codex":0.007578952,"about_ca_system_score_gemma":0.0077437786,"threshold_uncertainty_score":0.9994732},"labels":[],"label_agreement":null},{"id":"W2774250304","doi":"10.1186/s12888-017-1525-6","title":"Process evaluation of the systematic medical appraisal, referral and treatment (SMART) mental health project in rural India","year":2017,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada; The Wellcome Trust DBT India Alliance; Department of Biotechnology, Ministry of Science and Technology, India; Wellcome Trust","keywords":"Mental health; Medicine; Intervention (counseling); Referral; Nursing; Psychiatry; Psychology","score_opus":0.09670925825761334,"score_gpt":0.4800963216731379,"score_spread":0.3833870634155246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774250304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98746306,0.0023163052,6.977812e-7,0.0016119052,0.0024702593,0.0037315122,0.000021454971,0.000015040624,0.0023697922],"genre_scores_gemma":[0.99881214,0.00003527646,0.000053041953,0.00011220206,0.00011362853,0.0007033365,0.00002145062,0.00001501676,0.00013387887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975682,0.0006239902,0.00057725474,0.00027338922,0.00065862294,0.0002985568],"domain_scores_gemma":[0.9986306,0.000044233842,0.0006140439,0.00058768,0.00002792248,0.000095538824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013693057,0.00018496916,0.0003922569,0.000085674044,0.00041871401,0.000032998956,0.00033970058,0.00011751445,0.00009237794],"category_scores_gemma":[0.0000724169,0.00010976371,0.00006802451,0.00008924721,0.00011942084,0.00012304635,0.000052251064,0.00011557469,0.000011186552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014612089,0.0009841649,0.9874556,0.0030191743,0.000053118856,2.3158191e-7,0.0035928248,1.781408e-7,4.3057943e-7,0.0009804807,0.0003907404,0.0033769542],"study_design_scores_gemma":[0.0064450954,0.00048632687,0.9837464,0.0031446763,0.000072606555,0.000034635304,0.005318595,0.0003758176,0.0000041127273,0.00023687973,0.000012949602,0.00012191983],"about_ca_topic_score_codex":0.0021750727,"about_ca_topic_score_gemma":0.006662311,"teacher_disagreement_score":0.011349136,"about_ca_system_score_codex":0.0001805727,"about_ca_system_score_gemma":0.00064527395,"threshold_uncertainty_score":0.4476034},"labels":[],"label_agreement":null},{"id":"W2778034462","doi":"10.1136/bmjopen-2017-017044","title":"Protocol: a cluster randomised control trial study exploring stigmatisation and recovery-based perspectives regarding mental illness and substance use problems among primary healthcare providers across Toronto, Ontario","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Queen's University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Substance use; Protocol (science); Mental illness; Mental health; Psychiatry; Primary care; Cluster (spacecraft); Health care; Public health; Alternative medicine; Gerontology; Nursing; Family medicine","score_opus":0.19908232200355666,"score_gpt":0.45547303199391453,"score_spread":0.25639070999035785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778034462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64675325,0.00002817091,0.00002424523,0.00023118783,0.00029835376,0.35221058,0.000020276413,0.000023055769,0.00041090138],"genre_scores_gemma":[0.6212381,0.0000016107949,0.0001050959,0.00007758079,0.00006899736,0.37775505,0.000012192017,0.000023423314,0.00071789965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733573,0.00058844703,0.000600472,0.00074168545,0.0002910746,0.00044260334],"domain_scores_gemma":[0.9981892,0.00020807878,0.0007459051,0.0006133631,0.0000726845,0.00017077242],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017977331,0.00029847727,0.00062755065,0.000031089497,0.0017753671,0.001408218,0.00034473796,0.00009426481,0.00011640263],"category_scores_gemma":[0.000059570037,0.0002488744,0.000056560664,0.000026389209,0.0001413768,0.0035401871,0.000182844,0.00016415508,0.0000020854718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.34414205,0.0007885221,0.503134,0.00037429883,0.0002062697,0.000024572588,0.13659136,0.0000034041468,0.000007052581,0.000021418964,0.00013039232,0.014576615],"study_design_scores_gemma":[0.4552537,0.001504896,0.51703703,0.0004821877,0.00004228616,0.0000033220635,0.025176,0.000031891963,0.000012550381,0.000023653536,0.000117241114,0.00031521762],"about_ca_topic_score_codex":0.19128983,"about_ca_topic_score_gemma":0.58864164,"teacher_disagreement_score":0.3973518,"about_ca_system_score_codex":0.00090698234,"about_ca_system_score_gemma":0.00014076529,"threshold_uncertainty_score":0.99999636},"labels":[],"label_agreement":null},{"id":"W2778823805","doi":"10.1177/0020764017747909","title":"Ethnic density of regions and psychiatric disorders among ethnic minority individuals","year":2017,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Ethnic group; Anxiety; Mental health; Psychosocial; Odds; Mood; Population; Psychiatry; Mood disorders; Medicine; Logistic regression; Psychology; Demography; Clinical psychology; Environmental health; Sociology","score_opus":0.04754296031573925,"score_gpt":0.4211571725279466,"score_spread":0.37361421221220736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778823805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731509,0.001772809,0.00005250373,0.008202088,0.008132337,0.00015175897,0.00003124556,0.00000788373,0.00849846],"genre_scores_gemma":[0.9972018,0.0003651397,0.0004090055,0.00021122277,0.0014051949,0.0000043032637,0.0000052687174,0.000012188843,0.00038589872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984176,0.000111264715,0.00062576006,0.0001793131,0.00046350178,0.00020254424],"domain_scores_gemma":[0.9977635,0.00006824865,0.0016671735,0.00019299216,0.0001945002,0.00011360057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004668236,0.00014961016,0.0002970136,0.00022304595,0.00040442526,0.000051594063,0.00073548313,0.00018166758,0.00020753306],"category_scores_gemma":[0.000040389943,0.00013764114,0.00022753816,0.000080130216,0.00031367166,0.0003342152,0.000102599864,0.0003797268,0.000009963597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019820961,0.0005349518,0.9493634,0.000026944173,0.00043055648,0.000006574617,0.0015432799,1.8513232e-7,0.000006126599,0.01585742,0.005589574,0.026442753],"study_design_scores_gemma":[0.0019972327,0.00013688121,0.97371936,0.00004376768,0.00010495199,0.000027689757,0.0009049901,0.0000010096093,0.0000049406212,0.022679871,0.00027159278,0.000107694425],"about_ca_topic_score_codex":0.00055964617,"about_ca_topic_score_gemma":0.0010033002,"teacher_disagreement_score":0.026335059,"about_ca_system_score_codex":0.000049998576,"about_ca_system_score_gemma":0.000069833965,"threshold_uncertainty_score":0.56128424},"labels":[],"label_agreement":null},{"id":"W2778952600","doi":"10.1177/0020764017748180","title":"Epidemiological patterns of mental disorders and stigma in a community household survey in urban slum and rural settings in Kenya","year":2017,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; International Development Research Centre","keywords":"Mental illness; Stigma (botany); Respondent; Mental health; Slum; Epidemiology; Psychiatry; Medicine; Cross-sectional study; Psychology; Environmental health; Gerontology; Population","score_opus":0.05743226390788717,"score_gpt":0.39947737500368774,"score_spread":0.34204511109580055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778952600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99363124,0.00033606024,0.0000026275993,0.0042657587,0.0012139648,0.00013349547,0.0000967168,0.0000020867815,0.00031803403],"genre_scores_gemma":[0.9993529,0.00017353798,0.000037949314,0.00025298315,0.00013714984,0.000003936863,0.000014629287,0.000007539875,0.00001940192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983763,0.0005505591,0.0006355716,0.000096884454,0.00017017746,0.00017050115],"domain_scores_gemma":[0.99899614,0.00022207655,0.00062098337,0.00008150293,0.000028693103,0.000050605773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014835282,0.00011185169,0.00031574705,0.0001878706,0.00013027889,0.00003133704,0.0003785033,0.00011290077,0.000038535625],"category_scores_gemma":[0.00008545622,0.0000988501,0.000051445862,0.00003670614,0.00014249093,0.00019895211,0.000112048605,0.00052610156,4.593861e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000561115,0.00059790653,0.9895693,0.00001727448,0.00004085932,0.000009675499,0.0030216991,5.499724e-7,0.0000059022314,0.00056599843,0.00032666547,0.0052830274],"study_design_scores_gemma":[0.003558189,0.00014164433,0.9907654,0.00019180104,0.000003954578,0.0000130832495,0.0028824797,0.000005307566,0.0000010201161,0.0023365058,0.000026952657,0.0000736968],"about_ca_topic_score_codex":0.010996417,"about_ca_topic_score_gemma":0.018799609,"teacher_disagreement_score":0.007803191,"about_ca_system_score_codex":0.00008911627,"about_ca_system_score_gemma":0.000022685685,"threshold_uncertainty_score":0.99910474},"labels":[],"label_agreement":null},{"id":"W2780911231","doi":"10.5539/gjhs.v10n2p60","title":"Knowledge and Attitudes about Schizophrenia among Employers in Japan","year":2017,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Stigma (botany); Psychological intervention; Psychology; Mental health; Scale (ratio); Psychiatry; Mental illness; Clinical psychology; Medicine","score_opus":0.05191748065551216,"score_gpt":0.44785877081520725,"score_spread":0.3959412901596951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780911231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885687,0.0045904582,0.0000056445892,0.0007959041,0.001428624,0.00017708265,0.0000037525335,0.0000057354882,0.004424099],"genre_scores_gemma":[0.9992198,0.00020753883,0.00027607824,0.00014563295,0.00008771916,0.000002769275,1.7756189e-7,0.0000034201582,0.00005689567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983505,0.000058470454,0.00054043945,0.00023499594,0.0002891071,0.00052648486],"domain_scores_gemma":[0.9985289,0.000021350364,0.0007136163,0.00027231345,0.00008354845,0.00038030182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017934598,0.00011129186,0.00028605436,0.00014323313,0.0010067725,0.00016681524,0.0007511123,0.000042165633,0.000035964884],"category_scores_gemma":[0.000042928295,0.00008673265,0.00003279354,0.00021551253,0.0007962188,0.00069354643,0.00012091912,0.00018010884,0.000024983656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065491375,0.000114896786,0.8739383,0.000029210752,0.0000040636774,0.000019647689,0.00023584353,3.840548e-7,0.000003237878,0.0014117546,0.00028377568,0.12389338],"study_design_scores_gemma":[0.0012685761,0.0002765748,0.9973332,0.00025843567,0.000003056754,0.00013784374,0.00014843812,0.000006067581,0.0000060838383,0.0003723783,0.0001223147,0.00006697573],"about_ca_topic_score_codex":0.0014422019,"about_ca_topic_score_gemma":0.0008847384,"teacher_disagreement_score":0.12382641,"about_ca_system_score_codex":0.00030008567,"about_ca_system_score_gemma":0.0003591628,"threshold_uncertainty_score":0.7743382},"labels":[],"label_agreement":null},{"id":"W2782154315","doi":"10.1007/s00127-017-1475-9","title":"Twelve-month prevalence rates of mental disorders and service use in the Argentinean Study of Mental Health Epidemiology","year":2018,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministerio de Salud de la Nación","keywords":"Mental health; Prevalence of mental disorders; Epidemiology; Medicine; Population; Public health; Psychiatry; Quarter (Canadian coin); Prevalence; Demography; Gerontology; Environmental health; Geography","score_opus":0.09571851500072015,"score_gpt":0.4439872603194718,"score_spread":0.3482687453187516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782154315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9569953,0.011818599,0.00001578567,0.025618734,0.0027415266,0.0020538052,0.00012711926,0.000019629582,0.0006094816],"genre_scores_gemma":[0.99110377,0.001760575,0.00063121895,0.005751379,0.00049362937,0.000088051085,0.000057563248,0.000024289558,0.000089510795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9911224,0.0052360473,0.0018635052,0.0008166005,0.00013759777,0.0008238493],"domain_scores_gemma":[0.9964368,0.0016656044,0.0012942462,0.0004108597,0.00004442128,0.00014809596],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004561958,0.00038364177,0.0012028408,0.00023316094,0.00065917935,0.0000057603415,0.0004080517,0.0002780523,0.0001557965],"category_scores_gemma":[0.00012524107,0.00028751933,0.000128259,0.0006974509,0.0006278698,0.00013999449,0.00011267017,0.00039341432,0.000008864092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000879166,0.0027272913,0.95923716,0.00031001662,0.00014196188,2.634556e-7,0.014841506,3.351893e-7,8.047678e-7,0.012142415,0.0056670355,0.004052032],"study_design_scores_gemma":[0.0036376626,0.003978641,0.9664372,0.000043630662,0.00007270211,0.000012191868,0.014851437,0.000029807537,2.1176194e-7,0.010049735,0.00067920046,0.00020753605],"about_ca_topic_score_codex":0.007479894,"about_ca_topic_score_gemma":0.0123208845,"teacher_disagreement_score":0.034108464,"about_ca_system_score_codex":0.000029805122,"about_ca_system_score_gemma":0.000058417205,"threshold_uncertainty_score":0.9999577},"labels":[],"label_agreement":null},{"id":"W2782488573","doi":"10.1177/0706743717748926","title":"Temporal Trends in Mental Health Service Utilization across Outpatient and Acute Care Sectors: A Population-Based Study from 2006 to 2014","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Hospital for Sick Children; Institute for Work & Health; Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Mental health; Population; Emergency department; Demography; Health care; Ambulatory care; Anxiety; Emergency medicine; Gerontology; Family medicine; Psychiatry; Environmental health","score_opus":0.035254439682078954,"score_gpt":0.3854582626836058,"score_spread":0.3502038230015268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782488573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981608,0.0009718745,0.0000051881534,0.013670496,0.0027809888,0.00044255442,0.00043659488,0.000004859076,0.000079468555],"genre_scores_gemma":[0.9957753,0.0000010070187,0.00023523193,0.0033694971,0.0003837557,0.000009582343,0.0001529595,0.000017584798,0.000055121804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860847,0.00022722308,0.00047151823,0.00018337819,0.00016704385,0.00034233858],"domain_scores_gemma":[0.99897057,0.000014345488,0.00029131863,0.00020358479,0.00007769948,0.00044248716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028237962,0.00014286043,0.00021400176,0.00026058714,0.0005264194,0.00006009712,0.00020132039,0.000059189802,0.00044264604],"category_scores_gemma":[0.0000018446924,0.00010832842,0.000035330115,0.00037175306,0.00002282906,0.00008360064,0.000010854294,0.00016088982,0.000019645571],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001940023,0.00010854163,0.95270604,0.000007147243,0.0000437642,0.0000048430647,0.03366573,0.000006316407,1.2782459e-7,0.000023962048,0.0063578547,0.0068816734],"study_design_scores_gemma":[0.0019230541,0.0012847818,0.9810647,0.00007461468,0.000022102378,0.0000052396645,0.0147993695,0.000013986993,8.447618e-7,0.000083434716,0.00063145725,0.00009644863],"about_ca_topic_score_codex":0.5301629,"about_ca_topic_score_gemma":0.9870732,"teacher_disagreement_score":0.4569103,"about_ca_system_score_codex":0.00041826302,"about_ca_system_score_gemma":0.00036786322,"threshold_uncertainty_score":0.48466638},"labels":[],"label_agreement":null},{"id":"W2782607094","doi":"10.1192/s2056474000000647","title":"Mental health law in Bolivia","year":2015,"lang":"en","type":"article","venue":"BJPsych International","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Legislature; Legislation; Mental health; Autonomy; Mental healthcare; Mental health law; Mental health care; Mental Health Act; Nursing; Health care; Political science; Public administration; Medicine; Law; Psychiatry","score_opus":0.09598738572565332,"score_gpt":0.4736310002930061,"score_spread":0.37764361456735274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782607094","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3495471,0.0006924929,0.00003711192,0.019058527,0.009184915,0.0005494199,0.00007476481,0.00006159159,0.6207941],"genre_scores_gemma":[0.98768127,0.000010201099,0.00026490312,0.00400874,0.00027166787,0.00007107912,0.00015236693,0.000010962483,0.007528838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900407,0.00005847928,0.00025710155,0.00020905543,0.00023615701,0.00023515697],"domain_scores_gemma":[0.9996168,0.000013914627,0.00007562915,0.0001212902,0.000023368893,0.0001489713],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024527445,0.00008909159,0.00010608261,0.0000922602,0.000046624293,0.000022104501,0.00020232907,0.000039240433,0.0018771219],"category_scores_gemma":[0.0000033258111,0.00008419371,0.000027948105,0.000074928896,0.000030051147,0.00011633824,0.000033131728,0.00008984793,0.0010965173],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005284198,0.0017761681,0.124625996,0.000010853574,0.000081971906,0.000041315365,0.0061342404,0.0000027139272,0.000007716868,0.48086938,0.31907827,0.066842936],"study_design_scores_gemma":[0.007649266,0.00037302103,0.14042726,0.00007733019,0.0000022634415,0.00007179954,0.0015172472,0.00012965902,0.000033491346,0.00748638,0.8419793,0.0002529868],"about_ca_topic_score_codex":0.0026123116,"about_ca_topic_score_gemma":0.0010035863,"teacher_disagreement_score":0.6381342,"about_ca_system_score_codex":0.00027124197,"about_ca_system_score_gemma":0.000029132167,"threshold_uncertainty_score":0.99968123},"labels":[],"label_agreement":null},{"id":"W2782767477","doi":"10.1136/bmjopen-2017-020156","title":"Postdischarge service utilisation and outcomes among Chinese and South Asian psychiatric inpatients in Ontario, Canada: a population-based cohort study","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mental Health Research Canada; Institute for Work & Health; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Marital status; Ethnic group; Logistic regression; Mental health; Cohort; Population; Cohort study; Retrospective cohort study; Mental illness; Psychiatry; Demography; Environmental health; Internal medicine","score_opus":0.04002119602360611,"score_gpt":0.3928477680131702,"score_spread":0.3528265719895641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782767477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98647904,0.0000063552066,4.4382332e-7,0.00032445986,0.00047509663,0.009837252,0.00001979348,0.000008598197,0.002848941],"genre_scores_gemma":[0.99789476,5.2512572e-8,0.000041730633,0.00070431415,0.00002814469,0.00082100416,0.0001306488,0.0000126711875,0.00036669592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988024,0.00013114355,0.00033681357,0.0003446842,0.00018611505,0.00019884434],"domain_scores_gemma":[0.9994178,0.00002891053,0.00016422375,0.00025730857,0.000031414977,0.000100379446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003134939,0.00015388928,0.0002569059,0.00010203667,0.0001964196,0.00006380372,0.00015759513,0.00004800908,0.00055052765],"category_scores_gemma":[0.000010746244,0.000122127,0.000009242093,0.00021220662,0.0000130885755,0.00018686889,0.000097794145,0.00008314026,0.000009342098],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021145713,0.00024803632,0.99337816,0.000016886059,0.000026773421,0.000004050572,0.0056056,2.4156478e-7,3.004132e-8,0.000011793424,0.00006442279,0.00043253088],"study_design_scores_gemma":[0.0032062817,0.00018765763,0.99513304,0.000019418654,0.000018674631,6.6915726e-7,0.0012047683,0.000057144865,7.808955e-8,0.000031141182,0.000009364842,0.00013177893],"about_ca_topic_score_codex":0.9955181,"about_ca_topic_score_gemma":0.9994881,"teacher_disagreement_score":0.011415678,"about_ca_system_score_codex":0.00017694455,"about_ca_system_score_gemma":0.000146917,"threshold_uncertainty_score":0.60278916},"labels":[],"label_agreement":null},{"id":"W2782891479","doi":"10.1503/cmaj.170691","title":"Addressing overestimation of the prevalence of depression based on self-report screening questionnaires","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":236,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Mental health; Major depressive disorder; Medicine; Population; Psychiatry; Prevalence; Data science; Environmental health; Computer science; Cognition","score_opus":0.03360762172183423,"score_gpt":0.3660231159334598,"score_spread":0.3324154942116256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782891479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840305,0.00014921365,0.00078681356,0.004019809,0.0021639985,0.00024056199,0.000025860554,0.000015617949,0.008567617],"genre_scores_gemma":[0.9979116,0.000003856336,0.00032702243,0.00097551534,0.0004906566,0.0000048963066,0.0000030143149,0.0000064937353,0.00027699297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980531,0.00030286043,0.00042770914,0.00010975957,0.00089797087,0.00020865261],"domain_scores_gemma":[0.99841136,0.0002075012,0.00066587725,0.0001369546,0.00026529637,0.0003130073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012634748,0.00006944349,0.000114159,0.00010424953,0.0003225915,0.000014643191,0.0001868731,0.00017656403,0.002647385],"category_scores_gemma":[0.00097152684,0.000049026126,0.000056382585,0.00015941523,0.00005481381,0.00007852942,0.000009752023,0.00027251084,0.000010611187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030403351,0.000080605925,0.94208837,0.000061765735,0.00003793015,0.000040619056,0.0003641459,0.00001286416,0.000009575845,0.00011733888,0.010738898,0.046417464],"study_design_scores_gemma":[0.0006693845,0.00008175415,0.9940529,0.0010413881,0.00003544136,0.000065168955,0.000043431544,0.0021178732,0.00027370098,0.00007355175,0.0014930464,0.00005238055],"about_ca_topic_score_codex":0.0030965905,"about_ca_topic_score_gemma":0.002867158,"teacher_disagreement_score":0.051964488,"about_ca_system_score_codex":0.00030218982,"about_ca_system_score_gemma":0.0005847502,"threshold_uncertainty_score":0.9982643},"labels":[],"label_agreement":null},{"id":"W2782902327","doi":"10.1192/s205647400000177x","title":"Forensic psychiatric service provision in Pakistan and its challenges","year":2017,"lang":"en","type":"article","venue":"BJPsych International","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"King's College London","keywords":"Legislation; Mental healthcare; Mental health; Islam; Colonialism; State (computer science); Forensic psychiatry; Political science; Psychiatry; Mentally ill; Service (business); Law; Medicine; Criminology; Psychology; Mental illness; Geography; Business","score_opus":0.07316070654047646,"score_gpt":0.45234684148660903,"score_spread":0.37918613494613257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782902327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8809793,0.0022296284,0.0000035687517,0.01515297,0.0022666177,0.00039708795,0.000017855446,0.000022649663,0.098930314],"genre_scores_gemma":[0.9969688,0.00028480936,0.00012820594,0.0003744762,0.00027510882,0.00008467497,0.000015650061,0.000012130561,0.0018561445],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99910396,0.0000265167,0.00021103885,0.00030917404,0.00016384922,0.00018547593],"domain_scores_gemma":[0.9995044,0.000027924696,0.00015180984,0.00020971839,0.00004338359,0.000062781895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015038822,0.000111331996,0.00010659796,0.00012338583,0.00017439961,0.000068024056,0.0003390472,0.00007335465,0.00052771845],"category_scores_gemma":[0.0000068055438,0.00009968034,0.000021926326,0.00003300858,0.000018009185,0.00021424323,0.00007284472,0.00009885643,0.00020921294],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054820394,0.00076379726,0.12419654,0.0001148349,0.00007738009,0.000055177,0.0020467776,4.560711e-7,0.000040875922,0.13204946,0.0020498182,0.73805666],"study_design_scores_gemma":[0.0023562703,0.0000926768,0.98271656,0.000058975656,0.0000057182583,0.00002522957,0.000280482,0.000196449,0.00001934305,0.0036439442,0.010477803,0.0001265665],"about_ca_topic_score_codex":0.00028371607,"about_ca_topic_score_gemma":0.0011584823,"teacher_disagreement_score":0.85852003,"about_ca_system_score_codex":0.000040767973,"about_ca_system_score_gemma":0.000007759538,"threshold_uncertainty_score":0.5778147},"labels":[],"label_agreement":null},{"id":"W2783164600","doi":"10.1192/s1749367600005737","title":"Mental health in the Democratic Republic of Congo: a post-crisis country challenge","year":2010,"lang":"en","type":"article","venue":"International Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Democracy; Legislation; Politics; Political science; Mental health; Political crisis; Development economics; Economic growth; Geography; Medicine; Law; Psychiatry; Economics","score_opus":0.01708284452811446,"score_gpt":0.37112289864091313,"score_spread":0.35404005411279865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783164600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81804985,0.00053408724,0.0000032353414,0.14502129,0.008510371,0.0004706357,0.0001640115,0.000020422567,0.027226074],"genre_scores_gemma":[0.98954403,0.000044154775,0.00024255284,0.009187065,0.00034795038,0.00006717839,0.00018623158,0.000012807387,0.00036804553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986729,0.00010199386,0.00046741724,0.00024422348,0.0002834234,0.0002300545],"domain_scores_gemma":[0.99928063,0.00006528314,0.00023560543,0.00030289846,0.0000569619,0.00005860648],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004705828,0.00012425183,0.0001604404,0.00015376504,0.00009478581,0.00002688453,0.0005050984,0.00007902235,0.0016300909],"category_scores_gemma":[0.000012802757,0.00009189413,0.000063186155,0.000145919,0.000053281256,0.000132167,0.000031887084,0.0003068155,0.00006994197],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000603281,0.005465535,0.16372511,0.00011721141,0.00030071195,0.000011785592,0.00964469,5.6907527e-7,0.0000883565,0.5193746,0.27992225,0.020745913],"study_design_scores_gemma":[0.006491962,0.0012063523,0.8787744,0.00015103527,0.000022914573,0.0002227468,0.0129023865,0.00008927336,0.000012486896,0.023237173,0.076483734,0.00040553775],"about_ca_topic_score_codex":0.0016616054,"about_ca_topic_score_gemma":0.0034999317,"teacher_disagreement_score":0.71504927,"about_ca_system_score_codex":0.000043729746,"about_ca_system_score_gemma":0.00007775359,"threshold_uncertainty_score":0.99928254},"labels":[],"label_agreement":null},{"id":"W2783984310","doi":"10.1192/s1749367600000205","title":"Alcohol use and addiction services in Ukraine","year":2009,"lang":"en","type":"article","venue":"International Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Soviet union; Alcohol consumption; Ukrainian; Population; Political science; Politics; Consumption (sociology); Development economics; Binge drinking; Addiction; Environmental health; Economic policy; Suicide prevention; Poison control; Medicine; Business; Economics; Sociology; Alcohol; Psychiatry; Social science; Law","score_opus":0.026507868885182275,"score_gpt":0.3718025765030778,"score_spread":0.34529470761789555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783984310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97479457,0.0006908256,0.0000059845534,0.0050548357,0.0025393618,0.00014504921,0.000019985717,0.000034231052,0.01671514],"genre_scores_gemma":[0.9953364,0.00005285047,0.0003322686,0.002747949,0.0003054163,0.0000151238055,0.00007011948,0.0000055344594,0.0011343174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936795,0.000022034186,0.00018282606,0.00019503082,0.00010746631,0.0001246709],"domain_scores_gemma":[0.9997665,0.000021280674,0.000057860005,0.00009221976,0.000018212046,0.000043887994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000620439,0.00008234001,0.00007070198,0.00013261936,0.00003881242,0.00004128026,0.00010109724,0.000055347333,0.0006849702],"category_scores_gemma":[0.000001881701,0.00007666112,0.00002081126,0.00007276867,0.000010975567,0.00025748898,0.000011837565,0.00008376039,0.00009749359],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030470165,0.0005700508,0.9196009,0.000008074956,0.000050878785,0.000014243315,0.00046224156,0.0000026254547,0.000036961585,0.020353321,0.004751992,0.053843975],"study_design_scores_gemma":[0.0013509725,0.00007758223,0.99032694,0.000051798288,0.0000056056124,0.00001651883,0.00010310027,0.0000897054,0.000004155348,0.0022910968,0.005614353,0.00006815112],"about_ca_topic_score_codex":0.00045653325,"about_ca_topic_score_gemma":0.00038110066,"teacher_disagreement_score":0.07072603,"about_ca_system_score_codex":0.000030515983,"about_ca_system_score_gemma":0.000004766377,"threshold_uncertainty_score":0.7499943},"labels":[],"label_agreement":null},{"id":"W2784241936","doi":"10.1192/s1749367600003416","title":"The diagnostic validity of depression scales and clinical judgement in the Kurdistan region of Iraq","year":2012,"lang":"en","type":"article","venue":"International Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Judgement; Depression (economics); Clinical judgement; Rating scale; Scale (ratio); Neuropsychiatry; Psychiatry; Gold standard (test); Mental health; Hospital Anxiety and Depression Scale; Clinical psychology; Anxiety; Psychology; Schizophrenia (object-oriented programming); Medicine; Family medicine; Cartography; Developmental psychology","score_opus":0.07475150644902379,"score_gpt":0.44645250514155393,"score_spread":0.37170099869253015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784241936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98432565,0.0016830927,0.000041410065,0.002620196,0.0034648052,0.00023736531,0.000009447797,0.0000036969304,0.007614325],"genre_scores_gemma":[0.9990761,0.00021537299,0.000054372198,0.00020704987,0.00031298783,0.000028043154,0.0000091146485,0.0000042909014,0.000092659786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989649,0.00021703575,0.00040588356,0.000108269756,0.00018384802,0.00012002866],"domain_scores_gemma":[0.9985012,0.0010586879,0.00020625671,0.00018083812,0.000022467733,0.000030539908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069355423,0.00006322556,0.00009261219,0.00003244948,0.00006179873,0.000007864657,0.00023560079,0.000047332866,0.00004426468],"category_scores_gemma":[0.00006076557,0.000034664976,0.00005256322,0.000047027002,0.00010596425,0.000060869217,0.000044157943,0.000099633224,0.000008447369],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114728005,0.0006417089,0.9634763,0.000012489603,0.000029448389,7.67466e-7,0.00023380028,1.7076363e-7,7.164451e-7,0.017054353,0.005032874,0.013402622],"study_design_scores_gemma":[0.0006155359,0.00006823739,0.9938252,0.000055254466,0.000015360776,0.0000070536726,0.0005775005,0.000006694753,0.000010075299,0.002951503,0.0018347914,0.000032818145],"about_ca_topic_score_codex":0.00010565885,"about_ca_topic_score_gemma":0.000141304,"teacher_disagreement_score":0.030348854,"about_ca_system_score_codex":0.000014135703,"about_ca_system_score_gemma":0.000006228592,"threshold_uncertainty_score":0.14135967},"labels":[],"label_agreement":null},{"id":"W2784292281","doi":"10.22454/fammed.2018.994360","title":"Identifying Prevalence and Characteristics of Behavioral Health Education in Family Medicine Clerkships:","year":2018,"lang":"en","type":"article","venue":"Family Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Resources and Services Administration; University of Pennsylvania","keywords":"Family medicine; Family health; Medicine; Psychology; Clinical psychology; Gerontology; Demography; Nursing; Sociology","score_opus":0.15951400195577348,"score_gpt":0.49257514640706623,"score_spread":0.33306114445129276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784292281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834816,0.008583411,0.000046969424,0.0011003237,0.0025457116,0.0005940824,0.000013186345,0.00002494469,0.0036098135],"genre_scores_gemma":[0.99460286,0.0011687797,0.00012311773,0.0019039236,0.0007730616,0.000045571614,0.00007086427,0.000017723447,0.0012941054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814844,0.00016351145,0.0007529953,0.00034323038,0.00026998954,0.00032186077],"domain_scores_gemma":[0.9989837,0.000094626324,0.0003559579,0.0002994108,0.00008932533,0.00017698086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007422598,0.00017247541,0.00046423767,0.0002659156,0.00010558647,0.000003945672,0.00015814613,0.00008405135,0.00038887025],"category_scores_gemma":[0.000024110786,0.00013620435,0.000014863604,0.00028665952,0.00048261145,0.000097732234,0.00003760204,0.00016486355,0.000029610517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027661523,0.000705121,0.4910909,0.0010550343,0.0000199827,0.0000127991325,0.024299309,4.41012e-9,0.001755437,0.0013029253,0.013646807,0.4658351],"study_design_scores_gemma":[0.0016348202,0.0016376638,0.98569256,0.0018893452,0.000037827107,0.000008136861,0.007938388,0.0000037926914,0.000015278443,0.00020011878,0.0008498453,0.000092221686],"about_ca_topic_score_codex":0.008467524,"about_ca_topic_score_gemma":0.00019072504,"teacher_disagreement_score":0.4946017,"about_ca_system_score_codex":0.000091551876,"about_ca_system_score_gemma":0.000083016515,"threshold_uncertainty_score":0.99813515},"labels":[],"label_agreement":null},{"id":"W2784392871","doi":"10.26443/ijwpc.v5i1.155","title":"Intervening with persons experiencing mental illness and substance use: Patient perceptions of helpful care during psychiatric hospitalization","year":2018,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Psychological intervention; Mental illness; Mental health; Medicine; Perception; Interpersonal communication; Psychiatry; Dual diagnosis; Health care; Substance abuse; Psychology","score_opus":0.014720814021983386,"score_gpt":0.3208865731987662,"score_spread":0.3061657591767828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784392871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956744,0.0018396778,0.00017221848,0.00014318211,0.0015423571,0.00017243487,0.000101144265,0.000010090363,0.0003445514],"genre_scores_gemma":[0.9990323,0.000021822458,0.00045227376,0.000041943513,0.00030083396,0.000012559587,0.000034544602,0.000019681082,0.00008401283],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885464,0.00005153747,0.00033651138,0.00018994257,0.0004071778,0.00016021599],"domain_scores_gemma":[0.9986925,0.000018578266,0.00041835938,0.0000946284,0.0006883683,0.00008757225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003999358,0.0001427121,0.00017497163,0.00026089157,0.00023017831,0.000060608585,0.00017955559,0.00005188415,0.00026258186],"category_scores_gemma":[0.000007371218,0.00011952901,0.00008720402,0.00012962398,0.000111206195,0.00044384235,0.000024910307,0.00011717692,0.0000035239436],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005001477,0.0000959153,0.43433827,0.00006186308,0.00014496333,0.000048864335,0.5416531,0.000008623164,0.0010498506,0.00003601441,0.00020768312,0.02185473],"study_design_scores_gemma":[0.0019895218,0.0011476397,0.24053307,0.00051635253,0.00004839994,0.00027454845,0.753234,0.000015529406,0.0018738934,0.0000013863147,0.00019893426,0.000166689],"about_ca_topic_score_codex":0.00018684653,"about_ca_topic_score_gemma":0.00026775344,"teacher_disagreement_score":0.21158095,"about_ca_system_score_codex":0.0002927673,"about_ca_system_score_gemma":0.00002435065,"threshold_uncertainty_score":0.48742515},"labels":[],"label_agreement":null},{"id":"W2784802553","doi":"10.14740/jocmr3282w","title":"A Brief Survey of Public Knowledge and Stigma Towards Depression","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Depression (economics); Stigma (botany); Worry; Medicine; Psychiatry; Mental health literacy; Personality; Health literacy; Clinical psychology; Mental health; Social stigma; Public health; Psychology; Mental illness; Anxiety; Health care; Family medicine; Social psychology; Nursing","score_opus":0.6670307279364016,"score_gpt":0.689454502214357,"score_spread":0.02242377427795539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784802553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96009064,0.0077168997,0.000058906197,0.0032575284,0.0014356656,0.00020833357,0.000004280628,0.0000039235197,0.02722382],"genre_scores_gemma":[0.99593145,0.0010795833,0.00008054451,0.00008993766,0.0019723584,0.0000034148636,0.0000025930033,0.000011970966,0.0008281282],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99342155,0.0034599812,0.0016640122,0.00022171742,0.00082985644,0.00040288086],"domain_scores_gemma":[0.99108195,0.0059153615,0.00053823704,0.000276718,0.0015558186,0.000631885],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.027524203,0.00009830767,0.0007067145,0.00037142704,0.00014307562,0.000012187983,0.00038240105,0.00018528193,0.00159327],"category_scores_gemma":[0.009535945,0.0000572843,0.00006735419,0.00056068954,0.0013571669,0.00011186941,0.00015819371,0.00087856373,0.000031377665],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008634524,0.00054914894,0.4825321,0.000048682978,0.00006676043,0.00002718707,0.00032534785,1.5186712e-9,0.000025783207,0.0001097511,0.020354519,0.49509725],"study_design_scores_gemma":[0.004261388,0.005911483,0.9808768,0.0004194022,0.000017909872,0.00004852191,0.00021583342,0.000013664385,0.00011555776,0.00033560724,0.007739707,0.000044098924],"about_ca_topic_score_codex":0.0011139264,"about_ca_topic_score_gemma":0.00021642388,"teacher_disagreement_score":0.49834472,"about_ca_system_score_codex":0.000022838098,"about_ca_system_score_gemma":0.00027886758,"threshold_uncertainty_score":0.99931943},"labels":[],"label_agreement":null},{"id":"W2785430553","doi":"10.12688/wellcomeopenres.13746.2","title":"Provision of mental health care within primary care in Peru: A qualitative study exploring the perspectives of psychologists, primary health care providers, and patients","year":2018,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Fogarty International Center; National Heart, Lung, and Blood Institute; National Institute of Mental Health; Medical Research Council; Inter-American Institute for Global Change Research; World Diabetes Foundation; National Science Foundation; Grand Challenges Canada; Alliance for Health Policy and Systems Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; International Development Research Centre; Wellcome Trust","keywords":"Mental health; Referral; Qualitative research; Medicine; Health care; Focus group; Nursing; Feeling; Family medicine; Psychology; Psychiatry","score_opus":0.23582418376019976,"score_gpt":0.5413029821877049,"score_spread":0.30547879842750514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785430553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9381639,0.029514948,5.89187e-7,0.0011759641,0.00060093467,0.023780204,0.0007943588,0.000019525685,0.005949626],"genre_scores_gemma":[0.99440026,0.0008291158,0.00038217983,0.00013939533,0.000069255184,0.0027461,0.0011360832,0.000076119046,0.0002214777],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9868166,0.007534954,0.0014922832,0.0017441034,0.0014704092,0.00094167783],"domain_scores_gemma":[0.9961296,0.00040580193,0.0010014415,0.0013955445,0.0008130108,0.0002546093],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004607274,0.00050852774,0.001380719,0.00066906115,0.0007988275,0.00015611284,0.0018699694,0.00020100344,0.00006805581],"category_scores_gemma":[0.00005528156,0.00037437468,0.00010947835,0.00058802706,0.0008391683,0.00028709156,0.0039814874,0.0016183036,0.000009949786],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031158784,0.002169183,0.03512528,0.006159325,0.00013562947,0.000007682708,0.91392183,8.0073784e-7,0.0000014770743,0.00007992432,0.0010710468,0.03821195],"study_design_scores_gemma":[0.0040805927,0.008271176,0.15291737,0.0015091357,0.000010013176,9.005881e-7,0.8327937,4.6593615e-7,0.000014097818,0.000052042502,0.0001211259,0.00022934709],"about_ca_topic_score_codex":0.043817654,"about_ca_topic_score_gemma":0.0061134524,"teacher_disagreement_score":0.117792085,"about_ca_system_score_codex":0.003352418,"about_ca_system_score_gemma":0.0014631825,"threshold_uncertainty_score":0.99987084},"labels":[],"label_agreement":null},{"id":"W2786767851","doi":"10.1590/0102-311x00165816","title":"Análisis de costos de atención médica para esquizofrenia y depresión en México para el periodo 2005-2013","year":2018,"lang":"es","type":"article","venue":"Cadernos de Saúde Pública","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dawson College","funders":"","keywords":"Humanities; Medicine; Philosophy","score_opus":0.03860666263739454,"score_gpt":0.37493678509976036,"score_spread":0.3363301224623658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786767851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9523481,0.012607121,0.0005664505,0.016811142,0.00078646425,0.0017708483,0.00041393653,0.00038536344,0.014310585],"genre_scores_gemma":[0.9765506,0.0038764288,0.0022229552,0.006871447,0.0028809193,0.00064529374,0.00015053865,0.00022540642,0.006576419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99207646,0.0013179261,0.001153328,0.0015384128,0.0006037824,0.0033100666],"domain_scores_gemma":[0.9953763,0.000646832,0.0005640846,0.0015568564,0.00016665396,0.0016892819],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010902059,0.0010110618,0.0010437019,0.00047633247,0.001106809,0.00031346318,0.0015489353,0.0015075223,0.013248173],"category_scores_gemma":[0.00018463211,0.0010151002,0.00042579774,0.0006306159,0.0008713976,0.0003668841,0.0003496624,0.0011815686,0.0070784143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014722182,0.0016788025,0.7858198,0.00065105624,0.00072439533,0.0004637517,0.0053451704,0.0000037513557,0.004723683,0.0030705675,0.13346575,0.062581025],"study_design_scores_gemma":[0.0032440901,0.0008143018,0.64916164,0.00032846196,0.00040235062,0.00036815967,0.0005406674,0.00048582524,0.0049990215,0.00044402038,0.33829966,0.00091182225],"about_ca_topic_score_codex":0.0063848654,"about_ca_topic_score_gemma":0.0003990307,"teacher_disagreement_score":0.20483391,"about_ca_system_score_codex":0.0012802914,"about_ca_system_score_gemma":0.0005816271,"threshold_uncertainty_score":0.9997887},"labels":[],"label_agreement":null},{"id":"W2786948863","doi":"10.1186/s40814-018-0234-3","title":"Reducing stigma among healthcare providers to improve mental health services (RESHAPE): protocol for a pilot cluster randomized controlled trial of a stigma reduction intervention for training primary healthcare workers in Nepal","year":2018,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"National Institute of Mental Health; Department for International Development, UK Government; National Institutes of Health; University of Toronto; Department for International Development; Medical Psychiatry Alliance","keywords":"Stigma (botany); Mental health; Health care; Randomized controlled trial; Protocol (science); Intervention (counseling); Medicine; Nursing; Mental healthcare; Healthcare worker; Psychiatry; Psychology; Family medicine; Alternative medicine; Political science","score_opus":0.18042959786041887,"score_gpt":0.47511192198080515,"score_spread":0.2946823241203863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786948863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.588585,0.0005646819,0.00008469656,0.004755766,0.0010415941,0.40482268,0.000079067904,0.00004546239,0.000021055113],"genre_scores_gemma":[0.61699325,0.000012008622,0.000906732,0.00032938315,0.0003520311,0.3812343,0.00004096918,0.00002636754,0.000104982464],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99482244,0.0011112478,0.002076858,0.0009816994,0.00026524832,0.00074250216],"domain_scores_gemma":[0.99730325,0.00072818116,0.0011068359,0.0003052359,0.000325383,0.00023108751],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0048526702,0.00041781872,0.0022491452,0.00027999564,0.00070568407,0.00004505783,0.00014770582,0.00009841745,0.000008625997],"category_scores_gemma":[0.00022473748,0.0003227294,0.0003102327,0.0002260475,0.00038802103,0.00027039504,0.000102175574,0.00016656512,5.810608e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9127455,0.0013638717,0.0024784447,0.0064033796,0.00038673682,2.655258e-7,0.031908482,4.9267453e-7,0.000025528816,0.00006909793,0.00028527417,0.044332974],"study_design_scores_gemma":[0.92003524,0.027555095,0.007609484,0.0021730592,0.00007461548,0.0000017179714,0.041180994,0.00019408092,0.00002799863,0.0008715479,0.000024204708,0.00025194505],"about_ca_topic_score_codex":0.007370411,"about_ca_topic_score_gemma":0.010124309,"teacher_disagreement_score":0.04408103,"about_ca_system_score_codex":0.00057850813,"about_ca_system_score_gemma":0.00015600638,"threshold_uncertainty_score":0.99992245},"labels":[],"label_agreement":null},{"id":"W2789691311","doi":"10.1177/0706743717752880","title":"Acute Care Use for Ambulatory Care–Sensitive Conditions in High-Cost Users of Medical Care with Mental Illness and Addictions","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto","funders":"","keywords":"Mental illness; Medicine; Ambulatory care; Addiction; Emergency department; Ambulatory; Confidence interval; Acute care; Psychiatry; Inpatient care; Population; Mental health; Emergency medicine; Health care; Internal medicine; Environmental health","score_opus":0.015535514312933636,"score_gpt":0.33038916712538857,"score_spread":0.3148536528124549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789691311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909461,0.0011055887,0.000009524218,0.0029774623,0.0025092976,0.000545349,0.0015833833,0.0000036897834,0.00031958608],"genre_scores_gemma":[0.9985041,0.00001744753,0.00025621458,0.0006968225,0.00032938825,0.000026463626,0.0001175959,0.000019891464,0.00003209536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989621,0.00009111455,0.00031382605,0.00013986621,0.00020846633,0.00028459713],"domain_scores_gemma":[0.99886405,0.0000752781,0.0002107076,0.00016447216,0.00025289351,0.0004325788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104372455,0.00013192647,0.00022026873,0.00024096949,0.00059198623,0.00002793604,0.00018191511,0.00012243133,0.00023331589],"category_scores_gemma":[0.0000071196278,0.00009378939,0.000059003894,0.00015848728,0.00045524316,0.00012630572,0.000009224494,0.00023733755,0.000003261977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014029039,0.00013699786,0.7664019,0.00022696408,0.0010912062,0.00023595989,0.1727752,0.0000091203565,0.0000077729665,0.022798574,0.02792479,0.0069886213],"study_design_scores_gemma":[0.009699609,0.0022874603,0.6529552,0.0010399853,0.0006644575,0.00069274195,0.32422057,0.0000057142593,0.00014410242,0.00037176334,0.007537721,0.0003807254],"about_ca_topic_score_codex":0.033227623,"about_ca_topic_score_gemma":0.86180675,"teacher_disagreement_score":0.8285791,"about_ca_system_score_codex":0.0002770934,"about_ca_system_score_gemma":0.0011091433,"threshold_uncertainty_score":0.9732102},"labels":[],"label_agreement":null},{"id":"W2789737835","doi":"10.1177/2167696817748106","title":"University Students’ Perceptions of Links Between Substance Use and Mental Health","year":2018,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; St. Francis Xavier University; Dalhousie University","funders":"","keywords":"Mental health; Substance use; Addiction; Psychology; Thematic analysis; Perception; Focus group; Substance abuse; Psychiatry; Clinical psychology; Qualitative research","score_opus":0.03951265524320398,"score_gpt":0.3714062932048732,"score_spread":0.3318936379616692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789737835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979706,0.00018344678,0.0001355553,0.00059109245,0.00024341767,0.0002655285,0.00010286074,0.000040266783,0.00046723647],"genre_scores_gemma":[0.99755245,0.00014780849,0.0006301959,0.000097664124,0.00010417769,0.0000017347788,0.000041110437,0.000010636366,0.0014142188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990548,0.00012622889,0.00018679071,0.00023651244,0.0001351645,0.00026053595],"domain_scores_gemma":[0.9994922,0.000034053137,0.00011454638,0.00017694023,0.00004471526,0.00013751817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015791843,0.00010008485,0.00017215419,0.000083057734,0.0004573984,0.000011768898,0.00013585028,0.00006764026,0.00038139717],"category_scores_gemma":[0.000003266062,0.000102395046,0.000030963354,0.00017613017,0.00016094893,0.00015592315,0.000045545927,0.00012928779,0.00005177005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051397048,0.00016572783,0.9667417,0.000029750605,0.000047298792,0.0000016112543,0.020399326,2.509962e-8,0.000030314435,0.0002418304,0.0012744648,0.0110165505],"study_design_scores_gemma":[0.0012643406,0.00034286545,0.9888423,0.00008278493,0.000013825498,0.0000020662508,0.007864181,0.0000024660712,0.000026864489,0.00002564815,0.001450046,0.000082580445],"about_ca_topic_score_codex":0.0007620511,"about_ca_topic_score_gemma":0.00034579998,"teacher_disagreement_score":0.022100627,"about_ca_system_score_codex":0.00008276479,"about_ca_system_score_gemma":0.000010998267,"threshold_uncertainty_score":0.41760316},"labels":[],"label_agreement":null},{"id":"W2790126889","doi":"10.1016/j.jagp.2018.01.075","title":"Depression in Dementia: Epidemiology, Screening and Treatment Pathways","year":2018,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Dementia; Depression (economics); Psychosocial; Psychiatry; Epidemiology; Medicine; Disease; Psychology; Internal medicine","score_opus":0.0397637470935952,"score_gpt":0.3663565381053827,"score_spread":0.3265927910117875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790126889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985207,0.0092550935,0.00070582255,0.0010505781,0.001981003,0.00019026981,0.000005390528,0.00001327419,0.0015915759],"genre_scores_gemma":[0.98344237,0.0005234459,0.014295023,0.0005475315,0.0011150411,0.00001378608,0.0000024814942,0.000019351206,0.000040968298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978836,0.0004244834,0.0008496394,0.00028656583,0.00011305612,0.0004426572],"domain_scores_gemma":[0.99827826,0.00024867128,0.0009932047,0.00021173879,0.000044003333,0.00022410009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007157328,0.00020775758,0.00057648314,0.00036125784,0.00015459344,0.000010922191,0.00017469387,0.000071222734,0.00024062104],"category_scores_gemma":[0.000024398341,0.00015240266,0.00011479474,0.00041708082,0.00024051196,0.00012414288,0.00003710458,0.00017893857,0.000022807155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050221785,0.00025889184,0.6670727,0.0000040328464,0.000121443445,0.00001655799,0.00040667198,7.026645e-7,0.000009091105,0.00018289231,0.0006740586,0.33075073],"study_design_scores_gemma":[0.003291131,0.004337089,0.9873462,0.00008041564,0.00012795032,0.0002777865,0.0020927587,0.000016779379,0.000012322601,0.000840953,0.0014076699,0.00016899183],"about_ca_topic_score_codex":0.00055691885,"about_ca_topic_score_gemma":0.0000970671,"teacher_disagreement_score":0.33058172,"about_ca_system_score_codex":0.0000683991,"about_ca_system_score_gemma":0.000055965298,"threshold_uncertainty_score":0.62148},"labels":[],"label_agreement":null},{"id":"W2790303690","doi":"10.1016/j.jaging.2018.01.010","title":"Stigma, discrimination and agency: Diagnostic disclosure as an everyday practice shaping social citizenship","year":2018,"lang":"en","type":"article","venue":"Journal of Aging Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Toronto Dementia Research Alliance; University of British Columbia","funders":"","keywords":"Citizenship; Agency (philosophy); Stigma (botany); Social psychology; Social practice; Psychology; Sociology; Social citizenship; Gender studies; Political science; Law; Politics; Social science; Psychiatry; History","score_opus":0.12678911159425593,"score_gpt":0.46992126675832113,"score_spread":0.3431321551640652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790303690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815707,0.0083717555,0.000029154438,0.006477679,0.0012005984,0.00012314282,0.0000032669896,0.0000134493675,0.0022102543],"genre_scores_gemma":[0.99679005,0.00063241704,0.00024761568,0.00048185547,0.0014627003,0.000007027236,0.0000014608275,0.000013035398,0.00036385743],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99879867,0.00024738032,0.00034886278,0.00015358045,0.00023378471,0.0002177407],"domain_scores_gemma":[0.99823,0.0008886654,0.00045982542,0.00006951992,0.00028058642,0.000071429495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000682601,0.00012957076,0.0002483074,0.000103276376,0.0007209017,0.000054529755,0.00009398413,0.00004245053,0.000059970134],"category_scores_gemma":[0.0006774586,0.00009673678,0.000043532284,0.000094222145,0.00017126494,0.0004259127,0.000048053043,0.00016786279,0.00001708967],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008608157,0.0010431985,0.18149854,0.0005353937,0.0030135873,0.0011100988,0.5162209,8.8021017e-7,0.00018904111,0.017232133,0.027674336,0.25062105],"study_design_scores_gemma":[0.0019222157,0.0017257477,0.91991174,0.000532621,0.00072256196,0.0003629468,0.05366907,0.0000038468856,0.00013339722,0.019786457,0.0009664714,0.00026289368],"about_ca_topic_score_codex":0.000040285024,"about_ca_topic_score_gemma":0.000027883685,"teacher_disagreement_score":0.7384132,"about_ca_system_score_codex":0.00007736326,"about_ca_system_score_gemma":0.00001858565,"threshold_uncertainty_score":0.5544666},"labels":[],"label_agreement":null},{"id":"W2790364342","doi":"10.1016/j.jpsychores.2018.03.007","title":"Unexamined assumptions and unintended consequences of routine screening for depression","year":2018,"lang":"en","type":"editorial","venue":"Journal of Psychosomatic Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Depression (economics); Unintended consequences; Psychology; Geography; History; Philosophy; Economics; Epistemology; Keynesian economics","score_opus":0.19150868079452313,"score_gpt":0.5414480664200078,"score_spread":0.34993938562548466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790364342","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.108799666,0.0085896915,0.002168134,0.002270648,0.8698762,0.002869329,0.00038085744,0.00002446137,0.005020994],"genre_scores_gemma":[0.324593,0.0015597247,0.014329052,0.00002887542,0.64987123,0.00026169085,0.00015486141,0.0001369397,0.009064584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99562275,0.00074886926,0.0013538597,0.00032885614,0.0014313156,0.0005143225],"domain_scores_gemma":[0.99219656,0.0040731532,0.0013624529,0.00038816014,0.0017354009,0.00024428457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004321569,0.00023563956,0.00078165205,0.0008089597,0.00031045667,0.0000785095,0.00061177707,0.00055719656,0.0005134414],"category_scores_gemma":[0.0013418265,0.00016929276,0.00016761977,0.00035272358,0.0009874632,0.00015667059,0.00007998576,0.0009652782,0.000013599755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016281992,0.00034751353,0.0013856121,0.00086690305,0.00040444772,0.000023496037,0.00072963885,1.7112208e-7,0.00030625006,0.00021530571,0.98258364,0.011508845],"study_design_scores_gemma":[0.051193517,0.028215168,0.044512883,0.042470053,0.0015186708,0.00048585347,0.01377355,0.00030529266,0.0027094628,0.06214744,0.75085914,0.0018089709],"about_ca_topic_score_codex":0.00019752159,"about_ca_topic_score_gemma":0.000025755377,"teacher_disagreement_score":0.23172447,"about_ca_system_score_codex":0.00008812347,"about_ca_system_score_gemma":0.00021214712,"threshold_uncertainty_score":0.69035584},"labels":[],"label_agreement":null},{"id":"W2790681859","doi":"10.1177/0706743718762100","title":"Workplace Mental Health Training in Health Care: Key Ingredients of Implementation","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"St Joseph's Health Centre; Western University; University of Calgary; McMaster University; Queen's University; Bell (Canada); Toronto Rehabilitation Institute; University of Toronto","funders":"Ontario Mental Health Foundation","keywords":"Mental health; Context (archaeology); Nonprobability sampling; Psychology; Data collection; Stakeholder; Nursing; Medical education; Knowledge management; Applied psychology; Medicine; Public relations; Computer science; Sociology; Population; Political science","score_opus":0.0378465893540329,"score_gpt":0.3969074181977394,"score_spread":0.3590608288437065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790681859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9237125,0.008979032,0.000013592008,0.054767825,0.008992388,0.0006290257,0.00008720877,0.000004785434,0.0028136745],"genre_scores_gemma":[0.99579805,0.000022729142,0.0009387561,0.002590231,0.0005270731,0.0000044269473,0.00001669933,0.000015767007,0.00008629382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980264,0.00028012707,0.00084789883,0.00012413476,0.00019042814,0.00053104415],"domain_scores_gemma":[0.99847853,0.00002121335,0.000837072,0.00016275416,0.000058925078,0.00044151288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010428334,0.00011830852,0.00026539902,0.0003162451,0.0004610525,0.000020185065,0.00027878032,0.000045031753,0.0006739633],"category_scores_gemma":[0.000004347248,0.00009312467,0.00006439079,0.0003123769,0.00011655073,0.00009282176,0.000008210766,0.00023309501,0.000014017118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034562894,0.000099496865,0.4680891,0.00016005168,0.00015408864,0.000008837768,0.3100799,0.0000031787572,0.000001442267,0.016550466,0.063275576,0.14123222],"study_design_scores_gemma":[0.010884277,0.006622337,0.5978804,0.0015621113,0.000046910154,0.00031507498,0.34173012,0.0000064384863,0.000033446006,0.0062293718,0.034266304,0.00042317683],"about_ca_topic_score_codex":0.10626615,"about_ca_topic_score_gemma":0.86583495,"teacher_disagreement_score":0.7595688,"about_ca_system_score_codex":0.0006584492,"about_ca_system_score_gemma":0.0032747686,"threshold_uncertainty_score":0.8996853},"labels":[],"label_agreement":null},{"id":"W2790699535","doi":"10.1007/s11126-018-9568-5","title":"Patterns of Health Care Service Utilization by Individuals with Mental Health Problems: a Predictive Cluster Analysis","year":2018,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Douglas College; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Public health; Psychiatry; Distress; Psychology; Cluster (spacecraft); Anxiety; Quality of life (healthcare); Psychological intervention; Mental health law; Epidemiology; Clinical psychology; Medicine; Gerontology; Nursing","score_opus":0.018408747580191242,"score_gpt":0.3394462831055958,"score_spread":0.3210375355254046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790699535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9684492,0.005622838,0.009563761,0.0090015195,0.00083447766,0.003168943,0.0020256382,0.00012772577,0.0012059229],"genre_scores_gemma":[0.99374276,0.0000377859,0.00046417123,0.0035378486,0.00014040824,0.00017865453,0.001698525,0.000035093242,0.0001647313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705285,0.00047001216,0.00085806934,0.0006125143,0.00042563304,0.000580896],"domain_scores_gemma":[0.99823153,0.00002999786,0.0009146075,0.00046347655,0.00014926333,0.00021109493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036228754,0.0002873063,0.0005742469,0.00044877268,0.00039747998,0.000031870666,0.00025423555,0.00009788694,0.0004966232],"category_scores_gemma":[5.23876e-7,0.00023354108,0.00009632171,0.001644958,0.000041310414,0.00017717089,0.000015777934,0.0001262215,0.000059375903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037759298,0.0012087543,0.7552538,0.0007248543,0.0012601408,3.2386333e-7,0.16042204,0.0000023464772,5.7912814e-7,0.00009508364,0.021305678,0.059348833],"study_design_scores_gemma":[0.012835852,0.0418515,0.8506297,0.00036134935,0.0009982816,0.000017321043,0.08258913,0.0003698334,0.000012803659,0.00014042636,0.009341448,0.0008523985],"about_ca_topic_score_codex":0.006586926,"about_ca_topic_score_gemma":0.00562914,"teacher_disagreement_score":0.095375896,"about_ca_system_score_codex":0.00019189564,"about_ca_system_score_gemma":0.00011530365,"threshold_uncertainty_score":0.99575055},"labels":[],"label_agreement":null},{"id":"W2790882370","doi":"10.1016/j.genhosppsych.2018.02.008","title":"Impact of a mental health based primary care program on emergency department visits and inpatient stays","year":2018,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"National Institute of Mental Health","keywords":"Emergency department; Primary care; Mental health; Medicine; Medical emergency; Emergency medicine; Family medicine; Psychiatry","score_opus":0.012284266184609368,"score_gpt":0.36615622763923433,"score_spread":0.35387196145462496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790882370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858803,0.0036655911,0.0000054920893,0.0006768969,0.0039440137,0.002139956,0.0004452478,0.00007728122,0.0031652101],"genre_scores_gemma":[0.99570394,0.00006852116,0.0021141653,0.000518503,0.00049569644,0.00017381241,0.0007361731,0.00003816408,0.00015101803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979873,0.00009931916,0.0005158749,0.00053359824,0.00029087946,0.0005730302],"domain_scores_gemma":[0.99896127,0.000005853016,0.00029007535,0.00037884313,0.000062517145,0.00030147104],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000085174914,0.0003186914,0.00033113107,0.00012213,0.00028234106,0.000014801168,0.00015180327,0.00009484765,0.0005321996],"category_scores_gemma":[7.940959e-7,0.00025524304,0.00017822208,0.00020320877,0.0000756657,0.000078169745,0.000054108972,0.00011528318,0.00005780504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094922783,0.0048958617,0.72011656,0.0002955289,0.00019272379,0.0000023635657,0.002453003,0.0000020751152,0.000014755137,0.00044008973,0.033237074,0.23740077],"study_design_scores_gemma":[0.0027858901,0.0359965,0.9596104,0.00008977554,0.000021343332,0.0000019805755,0.0002541691,0.000026001066,0.000046185578,0.00008815808,0.0007926021,0.00028701554],"about_ca_topic_score_codex":0.0004581074,"about_ca_topic_score_gemma":0.00013915024,"teacher_disagreement_score":0.23949385,"about_ca_system_score_codex":0.0003031748,"about_ca_system_score_gemma":0.00014348999,"threshold_uncertainty_score":0.99999},"labels":[],"label_agreement":null},{"id":"W2790927292","doi":"10.1177/0706743718760290","title":"Neighbourhood Material and Social Deprivation and Exposure to Antidepressant Drug Treatment: A Cohort Study Using Administrative Data","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; The Quebec Population Health Research Network; Douglas Mental Health University Institute; Institut universitaire en santé mentale de Montréal; Université de Sherbrooke; Université Laval","funders":"","keywords":"Social deprivation; Medicine; Cohort; Depression (economics); Neighbourhood (mathematics); Public health; Demography; Psychiatry; Cohort study; Gerontology; Internal medicine","score_opus":0.08181372484826617,"score_gpt":0.38677853067209694,"score_spread":0.3049648058238308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790927292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99335176,0.00027235138,0.000006109929,0.003399904,0.0018011434,0.0006170473,0.00015911539,0.00000340651,0.0003891364],"genre_scores_gemma":[0.99794966,0.0000033206188,0.00038363793,0.00026919597,0.0013080841,0.0000059487484,0.000011537725,0.000014213018,0.00005442038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989268,0.00018721366,0.00031853432,0.00021267205,0.00011346129,0.0002413204],"domain_scores_gemma":[0.99917483,0.000022452308,0.00022881708,0.00026074226,0.000052562926,0.00026057792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038739128,0.00013856114,0.00021388919,0.00011138149,0.0008110299,0.00013732079,0.00024992097,0.00004646537,0.00027960434],"category_scores_gemma":[0.0000053342565,0.00009452902,0.000019183512,0.0000924213,0.000119058124,0.00015888074,0.000030720887,0.0000892927,0.0000048848788],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026910898,0.00012454936,0.9838706,0.000005901088,0.00025142642,0.00003193182,0.010143988,9.643064e-8,0.000008382891,0.0007707144,0.001077852,0.0034454248],"study_design_scores_gemma":[0.0014045518,0.0013095655,0.9899616,0.000025263713,0.00022200996,0.00016603449,0.0060272347,0.000004143953,0.000014575251,0.00055710727,0.00020567312,0.00010222031],"about_ca_topic_score_codex":0.035583157,"about_ca_topic_score_gemma":0.40642047,"teacher_disagreement_score":0.3708373,"about_ca_system_score_codex":0.0000852485,"about_ca_system_score_gemma":0.0003996382,"threshold_uncertainty_score":0.97083896},"labels":[],"label_agreement":null},{"id":"W2791373800","doi":"10.1007/978-3-319-31772-4_38","title":"Psychiatric/Mental Health Nurses Care of the Client Who Presents with Both Mental Health and Substance Misuse Problems","year":2017,"lang":"en","type":"book-chapter","venue":"Principles of specialty nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Positive Living North; Wycliffe College","funders":"","keywords":"Mental health; Terminology; Context (archaeology); CLARITY; Health care; Population; Psychiatry; Criminal justice; Medicine; Nursing; Psychology; Criminology; Political science; Law","score_opus":0.049944425287105666,"score_gpt":0.3635736898652472,"score_spread":0.3136292645781415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791373800","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1827837,0.10279594,0.000006584674,0.0074306116,0.008150842,0.011701088,0.0023935838,0.000086600325,0.6846511],"genre_scores_gemma":[0.54994154,0.021789039,0.0023738816,0.00089978706,0.0026586312,0.00020243548,0.0014647918,0.000679264,0.4199906],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99641675,0.000104753104,0.0011326693,0.0008313562,0.0008021679,0.00071230205],"domain_scores_gemma":[0.9954603,0.000035527173,0.002971012,0.0010721762,0.000089103225,0.0003719171],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022713272,0.0006027736,0.0011306517,0.00018477261,0.0011461308,0.000051852683,0.0006746204,0.00021988811,0.0001439763],"category_scores_gemma":[0.0000035392954,0.00045293773,0.00019898871,0.00005118983,0.00085454376,0.00014885957,0.00010582411,0.00043831972,0.0000061572264],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061002895,0.0035090433,0.17795092,0.010703065,0.0011515763,0.000016154205,0.21650201,0.000010980151,0.000010552237,0.16822754,0.030313265,0.3855046],"study_design_scores_gemma":[0.022660213,0.011409007,0.21763048,0.08292151,0.0004984498,0.0002308473,0.019443646,0.000018760833,0.00027490666,0.0035347547,0.63827735,0.0031000918],"about_ca_topic_score_codex":0.00068250205,"about_ca_topic_score_gemma":0.0030348578,"teacher_disagreement_score":0.6079641,"about_ca_system_score_codex":0.0008636487,"about_ca_system_score_gemma":0.0004082764,"threshold_uncertainty_score":0.9997922},"labels":[],"label_agreement":null},{"id":"W2791629441","doi":"10.1177/0706743718760292","title":"Integrated Care for Depression in Older Primary Care Patients","year":2018,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Otsuka Pharmaceutical; Medical Psychiatry Alliance","keywords":"Multidisciplinary approach; Depression (economics); Psychological intervention; Mental health; Medicine; Primary care; Guideline; Integrated care; Health care; Psychiatry; Nursing; Family medicine","score_opus":0.035756809771776754,"score_gpt":0.3668083470293559,"score_spread":0.33105153725757913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791629441","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013481054,0.984151,0.0000015275813,0.0000898323,0.009543603,0.001631685,0.0003741232,0.000003987908,0.0028561444],"genre_scores_gemma":[0.0051041474,0.9853678,0.0012369498,0.0010211553,0.0035445576,0.0003730265,0.0021047555,0.0002646954,0.0009829192],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979237,0.00027912346,0.0009081468,0.00024772488,0.00015871249,0.0004825945],"domain_scores_gemma":[0.99807376,0.00007153339,0.0008504252,0.0003673034,0.00025677274,0.00038019597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021740925,0.00034152446,0.00092456857,0.0004842972,0.0003723681,0.000051065912,0.00071720494,0.00039281676,0.00027059438],"category_scores_gemma":[0.000010767118,0.00020129525,0.0004135611,0.00027847214,0.00007690595,0.00006727981,0.000015525706,0.00062148616,0.000045502566],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056110082,0.000060790513,0.025980027,0.009753363,0.00013393901,0.000016152484,0.0025579536,6.517651e-8,6.1524e-10,0.000096955366,0.024005815,0.9373388],"study_design_scores_gemma":[0.0017867115,0.00040325944,0.0074097104,0.026724527,0.00057144085,0.000044324912,0.0018875635,4.854517e-8,3.2009915e-8,0.0001593965,0.9607332,0.0002798142],"about_ca_topic_score_codex":0.009595728,"about_ca_topic_score_gemma":0.35918304,"teacher_disagreement_score":0.937059,"about_ca_system_score_codex":0.0012780487,"about_ca_system_score_gemma":0.003717753,"threshold_uncertainty_score":0.99699944},"labels":[],"label_agreement":null},{"id":"W2791938161","doi":"10.4102/curationis.v41i1.1753","title":"Conceptualisation of African primal health care within mental health care","year":2018,"lang":"en","type":"article","venue":"Curationis","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"National Research Foundation","keywords":"Mental health; Indigenous; Health care; Context (archaeology); Sociology; Nursing; Scope (computer science); Psychology; Medicine; Political science; Computer science; Psychiatry; Geography","score_opus":0.047841875104336504,"score_gpt":0.4104175218713747,"score_spread":0.3625756467670382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791938161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94686645,0.006626854,0.00023643606,0.008843208,0.0032162028,0.0023449725,0.000502676,0.00013650014,0.031226711],"genre_scores_gemma":[0.99641913,0.000010905923,0.0007110911,0.001277937,0.00027716,0.000058691203,0.0009081088,0.000015778516,0.0003211671],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99860835,0.00018818106,0.0004723555,0.00026440804,0.00019955347,0.00026712252],"domain_scores_gemma":[0.99907744,0.000018873803,0.00041620605,0.00023299211,0.00012612678,0.00012836081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011957513,0.00012516956,0.00022099579,0.000062135114,0.0006050893,0.000023244018,0.000108413085,0.00005308399,0.00081971084],"category_scores_gemma":[0.0000052539535,0.000117321746,0.000039342714,0.00016805912,0.000175843,0.00013969712,0.00002123402,0.000069858455,0.00010163962],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029690514,0.00022701523,0.009646802,0.0002956599,0.000057383564,0.0000010860682,0.86172855,0.0000010985665,0.000044351502,0.028643215,0.02793317,0.071124755],"study_design_scores_gemma":[0.009168541,0.012259259,0.09349056,0.00036540767,0.00004697744,0.000027852782,0.79655313,0.000058422072,0.0073471633,0.00029072844,0.07951828,0.00087368494],"about_ca_topic_score_codex":0.002162441,"about_ca_topic_score_gemma":0.001513349,"teacher_disagreement_score":0.08384376,"about_ca_system_score_codex":0.0004519132,"about_ca_system_score_gemma":0.00024283859,"threshold_uncertainty_score":0.8975259},"labels":[],"label_agreement":null},{"id":"W2791941831","doi":"10.1002/wps.20477","title":"“If you can't measure it, you can't manage it” – essential truth, or costly myth?","year":2018,"lang":"en","type":"editorial","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; National Institute on Handicapped Research","keywords":"Health care; Multidisciplinary approach; Knowledge management; Quality (philosophy); Quality management; Argument (complex analysis); Computer science; Process management; Management system; Nursing; Medicine; Business; Operations management; Sociology; Engineering; Political science","score_opus":0.019466679629375847,"score_gpt":0.3482726455498972,"score_spread":0.3288059659205213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791941831","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054960843,0.0023322057,0.00001018413,0.012146176,0.85165566,0.001766096,0.0026122038,0.0003276848,0.12860018],"genre_scores_gemma":[0.0022766383,0.00018029512,0.00028925974,0.003129887,0.6886767,0.00053208036,0.002967891,0.00034492588,0.30160227],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913429,0.000587111,0.0016756604,0.0024616395,0.0018748865,0.0020577707],"domain_scores_gemma":[0.99484754,0.0005205883,0.0011822633,0.002358553,0.00029638503,0.000794668],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.000824832,0.0016033583,0.0016119677,0.00092240964,0.000987288,0.00029291716,0.0019088848,0.0019346095,0.018338338],"category_scores_gemma":[0.00009270444,0.0013941833,0.000626353,0.0012076613,0.00036246062,0.00016845115,0.0002694612,0.0023695559,0.0028938935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023508843,0.0009561754,0.00062505685,0.0006467525,0.0009352282,0.00020755272,0.0009397625,2.6682977e-7,6.0091e-7,0.0006536324,0.9884899,0.0041941777],"study_design_scores_gemma":[0.0055915783,0.00054578076,0.0002676124,0.0009642645,0.00089426694,0.000019230134,0.00094689283,0.0000015557672,0.000005716214,0.00044697284,0.98891205,0.0014040897],"about_ca_topic_score_codex":0.004828492,"about_ca_topic_score_gemma":0.056555346,"teacher_disagreement_score":0.17300211,"about_ca_system_score_codex":0.00063286815,"about_ca_system_score_gemma":0.0010838356,"threshold_uncertainty_score":0.999932},"labels":[],"label_agreement":null},{"id":"W2792145632","doi":"10.1177/0706743717741061","title":"Ethnic Differences in Mental Health Status and Service Utilization: A Population-Based Study in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Ethnic group; Mental health; Population; Mental health service; Gerontology; Demography; Psychology; Medicine; Psychiatry; Environmental health; Sociology; Anthropology","score_opus":0.07328867896955205,"score_gpt":0.3590123544508916,"score_spread":0.28572367548133953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792145632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798001,0.0012461792,3.5613368e-7,0.016345019,0.0019742018,0.00038488273,0.000013975752,0.0000013524777,0.00023390765],"genre_scores_gemma":[0.9962775,0.0000028496374,0.000045424622,0.0034862938,0.00008513609,0.00000566624,0.000009449464,0.000007495905,0.000080195394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987051,0.00023418324,0.00043841806,0.000121185156,0.00015509175,0.00034603904],"domain_scores_gemma":[0.99924576,0.000031625765,0.00022513572,0.00012669852,0.000035709265,0.00033504557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035114132,0.00010477876,0.00019316864,0.0001946056,0.00028126896,0.000024732311,0.00016082429,0.00003499416,0.0008530542],"category_scores_gemma":[0.000003389879,0.000077980774,0.000013284507,0.00031399936,0.000025645752,0.000057131176,0.0000053363606,0.00024419968,0.0000018515133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006733546,0.00007820435,0.9907311,0.000008397561,0.000014559418,0.0000070359756,0.007115575,0.000002221391,1.0695631e-8,0.00027241855,0.0006467181,0.0010563975],"study_design_scores_gemma":[0.0014949816,0.0003630718,0.9914229,0.000079620346,0.000006342231,0.0000067256988,0.0059886165,0.000015141247,5.336557e-8,0.00039264504,0.00016532638,0.00006456317],"about_ca_topic_score_codex":0.9997441,"about_ca_topic_score_gemma":0.9999998,"teacher_disagreement_score":0.016477363,"about_ca_system_score_codex":0.0011687388,"about_ca_system_score_gemma":0.0066853985,"threshold_uncertainty_score":0.9989458},"labels":[],"label_agreement":null},{"id":"W2792185140","doi":"10.1177/0706743718760291","title":"Do Investments in Mental Health Systems Result in Greater Use of Mental Health Services? National Trends in Mental Health Service Use (MHSU) in the Canadian Military and Comparable Canadian Civilians, 2002-2013","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Canadian Armed Forces; University of Ottawa; McGill University; Douglas Mental Health University Institute; Defence Research and Development Canada","funders":"","keywords":"Mental health; Public health; Population; Military service; Sample (material); Military personnel; Environmental health; Medicine; Psychology; Demography; Psychiatry; Geography; Nursing; Sociology","score_opus":0.0576449254732238,"score_gpt":0.3418159035498656,"score_spread":0.28417097807664177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792185140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8367131,0.008863213,3.7799605e-8,0.14806674,0.0021840318,0.0013467933,0.0022482423,0.000003271747,0.00057457003],"genre_scores_gemma":[0.9676498,0.0002792753,0.0001697226,0.031079462,0.00018127167,0.000030872456,0.00036263585,0.000037923088,0.00020902914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99417377,0.0015059676,0.0017665172,0.00045304172,0.000555173,0.001545524],"domain_scores_gemma":[0.9969237,0.00005408444,0.0006650208,0.00041932333,0.00009631935,0.0018415812],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029271943,0.00039905732,0.0007236864,0.0025838043,0.0009003231,0.00014547944,0.00069443916,0.00018428352,0.00030120136],"category_scores_gemma":[0.000004967929,0.00031485618,0.00007070457,0.0014492808,0.00021295164,0.0005817168,0.000024453551,0.0007516432,0.000020418272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00029444057,0.00022459954,0.84271944,0.00019705511,0.000072536546,0.000042275497,0.05746673,0.00005289175,2.6360846e-7,0.0011668679,0.097104274,0.0006586184],"study_design_scores_gemma":[0.0046916697,0.0006308056,0.9588503,0.0015834088,0.00000650636,0.00028996743,0.0155991465,0.00033376558,2.43926e-7,0.00018780527,0.017555727,0.0002706515],"about_ca_topic_score_codex":0.99921125,"about_ca_topic_score_gemma":0.99999124,"teacher_disagreement_score":0.13093671,"about_ca_system_score_codex":0.0067555476,"about_ca_system_score_gemma":0.008519296,"threshold_uncertainty_score":0.9999304},"labels":[],"label_agreement":null},{"id":"W2792698409","doi":"10.4088/jcp.17m11725","title":"Direct and Indirect Cost Burden and Change of Employment Status in Treatment-Resistant Depression","year":2018,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Major depressive disorder; Depression (economics); Treatment-resistant depression; Medicine; Cohort; Indirect costs; Psychiatry; Comorbidity; Internal medicine; Mood","score_opus":0.1362636175776632,"score_gpt":0.47751561360448536,"score_spread":0.34125199602682216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792698409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842179,0.010317824,0.0000017642876,0.0012300013,0.0016172216,0.00043269218,0.000018077742,0.0000048935603,0.0021596309],"genre_scores_gemma":[0.99549127,0.0027479967,0.00015078446,0.00024515553,0.0010939793,0.000010055919,0.0000011971997,0.000013308484,0.0002462841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781597,0.00055559794,0.0010450333,0.00015908763,0.00017226655,0.00025204048],"domain_scores_gemma":[0.9981971,0.0006174239,0.0007492488,0.0002095169,0.000041558324,0.00018518286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013105657,0.00014276245,0.0005279464,0.00010493174,0.00009182957,0.000009773375,0.00013069213,0.0001106385,0.00015523122],"category_scores_gemma":[0.000034655633,0.00007765224,0.00007978134,0.00011328847,0.00023092148,0.00008586825,0.00004332864,0.00018005875,0.000006371675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004852089,0.00056756043,0.8140476,0.000025612473,0.0001424728,0.000008420985,0.0024845453,6.755556e-8,0.000026360189,0.000033647873,0.00051079626,0.17730084],"study_design_scores_gemma":[0.0053651477,0.0037409498,0.98526376,0.00025611336,0.00013166634,0.000018995695,0.00072038936,0.0000029359564,0.000090648704,0.0003799976,0.0039490806,0.00008030042],"about_ca_topic_score_codex":0.000873423,"about_ca_topic_score_gemma":0.0011558434,"teacher_disagreement_score":0.17722054,"about_ca_system_score_codex":0.000030126794,"about_ca_system_score_gemma":0.000043611955,"threshold_uncertainty_score":0.31665665},"labels":[],"label_agreement":null},{"id":"W2792979941","doi":"10.1017/s0714980818000041","title":"Psychometric Properties of the Inventory of Attitudes Toward Seeking Mental Health Services (Chinese Version)","year":2018,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Psychology; Clinical psychology; Applied psychology; Psychiatry","score_opus":0.027711287430297372,"score_gpt":0.2950197540230738,"score_spread":0.2673084665927764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792979941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.935736,0.025459208,0.0000029882412,0.025243875,0.010873013,0.0007244331,0.0002210538,0.0000075465136,0.0017318567],"genre_scores_gemma":[0.99320924,0.0008761944,0.00004550752,0.002503297,0.0008535288,0.000015018153,0.00001833656,0.000055853776,0.0024230327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996349,0.0006336321,0.0010914883,0.00044224298,0.00026188412,0.0012217553],"domain_scores_gemma":[0.9963472,0.000053066567,0.0010923375,0.0005458502,0.00029505187,0.00166653],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014542474,0.0004327079,0.0006598659,0.00096071704,0.0011683734,0.00009798245,0.0009254725,0.00015321563,0.0013808266],"category_scores_gemma":[0.000043669137,0.00033351502,0.00027849746,0.0011936928,0.0005427973,0.00022764559,0.00006741565,0.00052274327,0.000047768935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024162923,0.0007511797,0.81987363,0.006126122,0.0009283628,0.00013854264,0.108388424,0.0000440248,0.00035146534,0.0024788156,0.015443493,0.045234315],"study_design_scores_gemma":[0.004718659,0.0028504848,0.4789603,0.029608406,0.00021548865,0.00096882356,0.014761783,0.00032254794,0.0004796164,0.0002368344,0.46596143,0.00091563613],"about_ca_topic_score_codex":0.2255661,"about_ca_topic_score_gemma":0.5864796,"teacher_disagreement_score":0.45051792,"about_ca_system_score_codex":0.0026248244,"about_ca_system_score_gemma":0.0009467207,"threshold_uncertainty_score":0.99991167},"labels":[],"label_agreement":null},{"id":"W2793326136","doi":"10.1017/prp.2017.18","title":"The Mediation Role of Self-Esteem for Self-Stigma on Quality of Life for People With Schizophrenia: A Retrospectively Longitudinal Study","year":2018,"lang":"en","type":"article","venue":"Journal of Pacific Rim Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mediation; Self-esteem; Schizophrenia (object-oriented programming); Psychology; Clinical psychology; Longitudinal study; Quality of life (healthcare); Stigma (botany); Mental health; Diagnosis of schizophrenia; Social stigma; Psychiatry; Positive and Negative Syndrome Scale; Psychosis; Medicine; Psychotherapist","score_opus":0.04956674958402206,"score_gpt":0.4125472841409639,"score_spread":0.36298053455694185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793326136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934514,0.00033498256,0.00065787823,0.0006424959,0.0014797553,0.0015118762,0.00004888613,0.000017419494,0.0018552783],"genre_scores_gemma":[0.9965244,0.000034239016,0.0025218937,0.000046091332,0.00065355,0.0001267394,0.000003688084,0.000026448724,0.00006294364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739283,0.00038579397,0.0011903301,0.00032633604,0.00035576918,0.00034894692],"domain_scores_gemma":[0.9956046,0.0009878384,0.0021475658,0.00041733624,0.0007126155,0.00013007819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018571619,0.00020771447,0.00071754964,0.00019410341,0.0002969846,0.000015673482,0.0003484851,0.00014793618,0.00004784715],"category_scores_gemma":[0.00013400256,0.00012830703,0.00017852554,0.0002737466,0.00014617038,0.00010152478,0.00001608436,0.00021843499,0.000007489505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.051573757,0.009093499,0.90718925,0.00012187062,0.0016657568,0.0000038715893,0.012252926,0.0000011390873,0.0002624616,0.008569989,0.0040863887,0.005179102],"study_design_scores_gemma":[0.011705492,0.026351126,0.9526653,0.000028056971,0.00016663496,0.00002938539,0.0061053066,0.000009734521,0.00011266477,0.0022051148,0.0005002376,0.000120930235],"about_ca_topic_score_codex":0.00004008987,"about_ca_topic_score_gemma":0.00024324427,"teacher_disagreement_score":0.04547608,"about_ca_system_score_codex":0.00008622499,"about_ca_system_score_gemma":0.000096168995,"threshold_uncertainty_score":0.5232209},"labels":[],"label_agreement":null},{"id":"W2793485675","doi":"10.1017/gmh.2017.27","title":"Evaluating the benefits of a youth mental health curriculum for students in Nicaragua: a parallel-group, controlled pilot investigation","year":2018,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; University of Toronto; Centre for Addiction and Mental Health","funders":"Grand Challenges Canada","keywords":"Mental health; Stigma (botany); Curriculum; Addiction; Coping (psychology); Clinical psychology; Medicine; Psychology; Psychiatry","score_opus":0.0989996197631206,"score_gpt":0.45694287657928334,"score_spread":0.35794325681616274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793485675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97304356,0.0070241755,0.00009188453,0.004708056,0.0019765778,0.011642225,0.0010818782,0.00006288916,0.0003687332],"genre_scores_gemma":[0.9920773,0.00015828574,0.0011841264,0.004443211,0.00026648387,0.0009803178,0.0006804891,0.000034315835,0.00017547133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946344,0.0009434799,0.0016618292,0.0007855588,0.0008225885,0.0011521403],"domain_scores_gemma":[0.9976404,0.00011015842,0.0012181913,0.00049820036,0.00010434251,0.00042871392],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030162507,0.00042996285,0.0009768683,0.00011098839,0.00089093065,0.000052071206,0.0006091994,0.00010379322,0.000029266575],"category_scores_gemma":[0.00004301406,0.0003254035,0.00017116453,0.0005470187,0.00026812454,0.00017553003,0.0002058369,0.00021134767,0.000043531036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03571999,0.01448433,0.6216239,0.0015615325,0.0011681406,0.0000040254645,0.04377533,0.000041021613,0.00010732738,0.07086192,0.026641794,0.18401074],"study_design_scores_gemma":[0.12432176,0.055340413,0.79052734,0.0019598631,0.00018983507,0.000058826692,0.02057336,0.00488326,0.000057796417,0.00051974115,0.00055757177,0.0010102326],"about_ca_topic_score_codex":0.009270224,"about_ca_topic_score_gemma":0.0012513688,"teacher_disagreement_score":0.1830005,"about_ca_system_score_codex":0.001335045,"about_ca_system_score_gemma":0.00027010846,"threshold_uncertainty_score":0.99991983},"labels":[],"label_agreement":null},{"id":"W2793779080","doi":"10.1177/1363461517748846","title":"Conceptualizing depression in Vietnam: Primary health care providers’ explanatory models of depression","year":2018,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Waterloo; Simon Fraser University","funders":"Health Canada; Grand Challenges Canada; Mitacs; International Development Research Centre","keywords":"Psychosocial; Vietnamese; Context (archaeology); Outreach; Depression (economics); Population; Mental health; Medicine; Service provider; Nursing; Psychiatry; Psychology; Environmental health; Service (business); Economic growth; Geography; Business","score_opus":0.03637623596489276,"score_gpt":0.3568827308112802,"score_spread":0.32050649484638744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793779080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95127183,0.026483046,0.00016922381,0.00064930023,0.0020781432,0.0011791459,0.0000413046,0.0000931196,0.01803486],"genre_scores_gemma":[0.9971079,0.00007558317,0.0010222944,0.0011651051,0.00022522159,0.00010131361,0.00012097343,0.000028455674,0.00015310352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978409,0.00021761534,0.0006523564,0.0005319393,0.00026022014,0.0004969622],"domain_scores_gemma":[0.99918234,0.000021894148,0.00023137461,0.00034716562,0.000055949287,0.00016127042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015121327,0.00026206346,0.00041820205,0.000106328815,0.00023353513,0.0000133985595,0.00026158462,0.00018293284,0.00028285146],"category_scores_gemma":[0.0000012080834,0.00019457398,0.00012778696,0.00022062281,0.0001403703,0.00037257158,0.000022235256,0.00023274048,0.000032350552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035859537,0.0016949857,0.591198,0.0028414403,0.00018292338,0.000015372567,0.254608,0.000052010055,0.0013340242,0.0039894637,0.026704805,0.11379297],"study_design_scores_gemma":[0.02291008,0.002172718,0.85711557,0.0033507547,0.00013425498,0.00006809943,0.10655402,0.00013976432,0.001849351,0.002106415,0.0020723334,0.0015266236],"about_ca_topic_score_codex":0.0009529765,"about_ca_topic_score_gemma":0.0013563684,"teacher_disagreement_score":0.26591754,"about_ca_system_score_codex":0.00013263743,"about_ca_system_score_gemma":0.000088964065,"threshold_uncertainty_score":0.79344964},"labels":[],"label_agreement":null},{"id":"W2793782282","doi":"10.1177/1049732318761864","title":"Career Decision-Making Processes of Young Adults With First-Episode Psychosis","year":2018,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychosis; Psychology; Context (archaeology); Young adult; Affect (linguistics); Vocational education; Grounded theory; Developmental psychology; Psychiatry; Qualitative research; Sociology","score_opus":0.31703842129626486,"score_gpt":0.6084460197158661,"score_spread":0.29140759841960123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793782282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731056,0.0034821476,0.0013901957,0.003220666,0.00042848985,0.0023749014,0.0001319621,0.000059780014,0.015806274],"genre_scores_gemma":[0.9934174,0.0001890152,0.0043756864,0.000310258,0.00019792367,0.0007187717,0.000019277204,0.00004420749,0.0007274559],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9945567,0.0016580682,0.00071399787,0.0006805039,0.0012502098,0.0011404887],"domain_scores_gemma":[0.99118775,0.005922552,0.0003051127,0.00053404435,0.0017393738,0.00031118415],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043200855,0.00021367079,0.0004395862,0.00046533684,0.0009590806,0.000033751425,0.00043204505,0.00011214079,0.0013929651],"category_scores_gemma":[0.0007909272,0.000157753,0.000041431016,0.0017347338,0.0007179023,0.00018422047,0.000083383704,0.00039715852,0.0004297326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00957839,0.0014737756,0.07228661,0.0046259034,0.00017587197,0.000022464521,0.70305324,5.4903666e-7,0.0000010626514,0.005973419,0.054416437,0.1483923],"study_design_scores_gemma":[0.011787891,0.03827273,0.20631608,0.020621266,0.000036774763,0.000050503982,0.6829497,0.000066996494,0.00040972882,0.017550476,0.020753266,0.001184556],"about_ca_topic_score_codex":0.013015732,"about_ca_topic_score_gemma":0.0451256,"teacher_disagreement_score":0.14720775,"about_ca_system_score_codex":0.00030243414,"about_ca_system_score_gemma":0.00024463295,"threshold_uncertainty_score":0.9995199},"labels":[],"label_agreement":null},{"id":"W2793786682","doi":"10.1016/j.eurpsy.2017.12.004","title":"Disability and common mental disorders: Results from the World Mental Health Survey Initiative Portugal","year":2018,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Fogarty International Center; Pan American Health Organization; National Institute on Drug Abuse; Pfizer Foundation; U.S. Public Health Service; Bristol-Myers Squibb; Eli Lilly and Company; Fundação Champalimaud; Ministry of Health, British Columbia; GlaxoSmithKline","keywords":"CIDI; Prevalence of mental disorders; Anxiety; Psychiatry; Mental health; Mood disorders; Psychological intervention; Bipolar disorder; Mood; Clinical psychology; Major depressive disorder; National Comorbidity Survey; Medicine; Generalized anxiety disorder; Logistic regression; Psychology; Internal medicine","score_opus":0.05534024293827114,"score_gpt":0.37772152957973276,"score_spread":0.3223812866414616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793786682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90562576,0.00150711,0.000001842443,0.018251078,0.0047374405,0.00084894575,0.0032150124,0.00008424957,0.065728575],"genre_scores_gemma":[0.9906961,0.000044722623,0.00011957134,0.0054141292,0.0009188928,0.00000935205,0.0018181296,0.00004512558,0.00093400216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958666,0.0022108802,0.0006224239,0.00064908573,0.0002065969,0.00044439826],"domain_scores_gemma":[0.99854803,0.0002912495,0.00031376808,0.0006250004,0.000014866878,0.00020708628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013194568,0.00027213458,0.00025502668,0.0000313419,0.0008922371,0.0000648041,0.00033993425,0.000031633357,0.0007642814],"category_scores_gemma":[0.000013488299,0.000194481,0.00006286987,0.00023181805,0.0006074664,0.00013601432,0.00018675266,0.00026950604,0.00048812936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011308864,0.00078254315,0.79759675,0.000005569727,0.00007519068,0.0000012358455,0.008478096,9.362126e-9,3.7661934e-7,0.0003353345,0.17025441,0.021339571],"study_design_scores_gemma":[0.0027274063,0.00048474153,0.98070806,0.00008356789,0.000010223848,0.0000027647818,0.002461425,0.000003033319,0.0000013770624,0.00031905842,0.013013192,0.00018513462],"about_ca_topic_score_codex":0.0073068803,"about_ca_topic_score_gemma":0.10904952,"teacher_disagreement_score":0.1831113,"about_ca_system_score_codex":0.00007846424,"about_ca_system_score_gemma":0.000026170437,"threshold_uncertainty_score":0.9993035},"labels":[],"label_agreement":null},{"id":"W2794332510","doi":"10.23954/osj.v3i1.1413","title":"The effectiveness of telemedicine on stigmatization and treatment burden in patients with health compromising lifestyles and chronic diseases: A critically appraised topic","year":2018,"lang":"en","type":"article","venue":"Open Science Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Burman University","funders":"","keywords":"Telemedicine; CINAHL; Critical appraisal; Medicine; MEDLINE; Psychological intervention; Cochrane Library; Health care; Empowerment; eHealth; Public health; Alternative medicine; Nursing","score_opus":0.020340372110748413,"score_gpt":0.39545702311273095,"score_spread":0.37511665100198255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794332510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997638,0.00026239848,0.000036817422,0.00056461955,0.00013892775,0.0008527266,0.0000022957545,0.0000018009426,0.0005024457],"genre_scores_gemma":[0.9997031,0.000036574904,0.00009640553,0.00005704589,0.00006709423,0.000018400393,0.0000015772428,0.000003461565,0.000016313199],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989993,0.00020607212,0.00019415768,0.00017658016,0.00021218714,0.00021173277],"domain_scores_gemma":[0.99930215,0.0002376142,0.00011827562,0.00010934209,0.000088199515,0.00014439835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009869763,0.00007430437,0.00015897196,0.00007147502,0.0006661041,0.00014149718,0.00019746102,0.000011963387,0.00001871957],"category_scores_gemma":[0.000048807953,0.00003789709,0.00000563967,0.00018562775,0.0005297372,0.00020451259,0.00004103909,0.00005136453,8.866691e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012321009,0.00034342104,0.8034582,0.000059971575,0.000013272609,0.0000040461114,0.001213238,0.000002452797,0.000025885338,0.0011554782,0.000009349301,0.19248256],"study_design_scores_gemma":[0.0043665087,0.0044947797,0.99004745,0.00051789364,0.0000070122805,0.0000070146757,0.00026099733,0.00007509972,0.000045165234,0.000115649906,0.000023604951,0.0000387933],"about_ca_topic_score_codex":0.0002006603,"about_ca_topic_score_gemma":0.000120323886,"teacher_disagreement_score":0.19244376,"about_ca_system_score_codex":0.00019774857,"about_ca_system_score_gemma":0.00016928869,"threshold_uncertainty_score":0.51232016},"labels":[],"label_agreement":null},{"id":"W2794481647","doi":"10.1093/schbul/sby015.266","title":"O11.6. WHO GETS IN TO EARLY PSYCHOSIS INTERVENTION SERVICES? A COMPARISON OF SERVICE USERS AND NON-USERS IN HEALTH ADMINISTRATIVE DATA","year":2018,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"","keywords":"Psychosis; Cohort; Intervention (counseling); Logistic regression; Medicine; Socioeconomic status; Psychiatry; Mental health; Odds ratio; Odds; Retrospective cohort study; Demography; Psychology; Population; Environmental health; Internal medicine","score_opus":0.0634297171993704,"score_gpt":0.41939053452878455,"score_spread":0.35596081732941415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794481647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988642,0.00049682456,0.000018523284,0.008638893,0.00035018648,0.0011175368,0.00013082345,0.0000240502,0.0005812131],"genre_scores_gemma":[0.99657273,0.000025840542,0.0014186368,0.0014797973,0.0000777438,0.00010502822,0.00012826119,0.000028333374,0.0001636057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731904,0.00031281047,0.00092809834,0.0007456177,0.0002077355,0.00048671817],"domain_scores_gemma":[0.99850523,0.000085775246,0.0004029266,0.0007199462,0.00005961175,0.00022647757],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006790414,0.0002581456,0.00056609465,0.0003254455,0.00010057195,0.000043329717,0.0005915032,0.00013288265,0.0005001703],"category_scores_gemma":[0.000010422226,0.00026137521,0.000032178043,0.0004895045,0.00006790854,0.00013283806,0.0002563505,0.00025492103,0.0003477945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011304182,0.002196443,0.89260143,0.0012899529,0.00011753209,0.000022178507,0.038091373,0.0000023240866,0.00005127381,0.00026613814,0.005758963,0.048298217],"study_design_scores_gemma":[0.0060209394,0.001878263,0.98134804,0.0016099168,0.000015116823,0.0000026574983,0.0045935684,0.00010777895,0.00016497356,0.00008864522,0.0039056514,0.00026442905],"about_ca_topic_score_codex":0.03725074,"about_ca_topic_score_gemma":0.12376368,"teacher_disagreement_score":0.08874664,"about_ca_system_score_codex":0.00008659879,"about_ca_system_score_gemma":0.00002674238,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W2794604588","doi":"10.1093/schbul/sby017.664","title":"F133. ARE WE UNDERESTIMATING THE INCIDENCE OF PSYCHOTIC DISORDER? ESTIMATES FROM POPULATION-BASED HEALTH ADMINISTRATIVE DATA FROM ONTARIO, CANADA","year":2018,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"","keywords":"Incidence (geometry); Population; Psychosis; Medicine; Psychiatry; Schizophrenia (object-oriented programming); Cumulative incidence; Demography; Cohort; Catchment area; Pediatrics; Environmental health; Geography","score_opus":0.08318418180004672,"score_gpt":0.3740212682043034,"score_spread":0.2908370864042567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794604588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751424,0.0013089,0.00047727907,0.01930989,0.0009933615,0.0007086289,0.0016526761,0.00004816229,0.00035867793],"genre_scores_gemma":[0.9869745,0.0000058902665,0.009243349,0.0012211641,0.00019598108,0.000047085203,0.0021275163,0.000028813804,0.00015571032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759144,0.00025981627,0.0006811423,0.0006707146,0.00038048823,0.00041638623],"domain_scores_gemma":[0.9966597,0.0011267106,0.00074310857,0.0012450457,0.00005991991,0.00016554816],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024029236,0.00028917208,0.00041821296,0.000040850155,0.0005970639,0.000052482115,0.0009073227,0.000082586324,0.009537048],"category_scores_gemma":[0.0000635908,0.00021956752,0.000037450453,0.0001654658,0.0001492056,0.000060291488,0.00012479516,0.00028249327,0.00014285481],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022631502,0.0005426673,0.91772497,0.000101046986,0.00031082061,0.000032651606,0.0021451537,0.0000623978,0.0000069837097,0.0007967883,0.06048784,0.01552556],"study_design_scores_gemma":[0.0020213528,0.00025932584,0.98865175,0.0006675052,0.00007445772,0.000001875968,0.0011397062,0.0011127706,0.000041583015,0.0033039243,0.002441228,0.0002844904],"about_ca_topic_score_codex":0.99401623,"about_ca_topic_score_gemma":0.9974048,"teacher_disagreement_score":0.070926845,"about_ca_system_score_codex":0.00029332214,"about_ca_system_score_gemma":0.0008307215,"threshold_uncertainty_score":0.99136835},"labels":[],"label_agreement":null},{"id":"W2794802864","doi":"10.1093/schbul/sby016.399","title":"T123. PERSISTENT NEGATIVE SYMPTOMS IN FIRST EPISODE PSYCHOSIS: PREVALENCE, PREDICTORS AND PROGNOSIS","year":2018,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Psychosocial; Depression (economics); Psychopathology; Medicine; Cohort; Psychosis; Psychiatry; Psychological intervention; Schizophrenia (object-oriented programming); Pediatrics; Internal medicine","score_opus":0.015597858656409764,"score_gpt":0.2903464105996672,"score_spread":0.2747485519432574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794802864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827985,0.0022619548,0.0000029277628,0.0038368967,0.00088059984,0.0012409803,0.000043536642,0.00010820143,0.008826375],"genre_scores_gemma":[0.9948594,0.0002333221,0.00053378637,0.0003769424,0.0003585804,0.0008542166,0.0000099921635,0.000037055153,0.0027367244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775624,0.00018303507,0.0004533079,0.00075682066,0.00024184455,0.0006087563],"domain_scores_gemma":[0.9990597,0.00014732848,0.00015942498,0.0003520785,0.00005463056,0.00022684013],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027074627,0.00031646568,0.00031195505,0.00020802688,0.0003337589,0.0000575511,0.00028066494,0.00018147036,0.0052675446],"category_scores_gemma":[0.00002705712,0.00027742248,0.00009674266,0.0003173717,0.00035552165,0.00007352883,0.00007517383,0.0002432024,0.0012606641],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028175917,0.00096080644,0.9420861,0.00029811513,0.00023658715,0.00002186339,0.0054638414,5.77071e-7,0.0000046607374,0.0010129499,0.022710532,0.024386348],"study_design_scores_gemma":[0.008094029,0.0021615913,0.9630826,0.0010302158,0.00014310762,0.000032793185,0.00078957144,0.00004117571,0.00019122542,0.00043566167,0.023412833,0.0005851581],"about_ca_topic_score_codex":0.0008653439,"about_ca_topic_score_gemma":0.0009098146,"teacher_disagreement_score":0.02380119,"about_ca_system_score_codex":0.000092607734,"about_ca_system_score_gemma":0.000008341358,"threshold_uncertainty_score":0.9999678},"labels":[],"label_agreement":null},{"id":"W2794821874","doi":"10.1093/schbul/sby018.1038","title":"S251. QUALITY OF LIFE OF CHRONIC SCHIZOPHRENIA PATIENTS IN THE LONG TERM FOLLOW-UP","year":2018,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Schizophrenia (object-oriented programming); Medicine; Context (archaeology); Psychiatry; Global Assessment of Functioning; Depression (economics); Clozapine; Outpatient clinic; Bipolar disorder; Social functioning; Mood; Internal medicine; Disease","score_opus":0.03356236711553659,"score_gpt":0.3410709829133748,"score_spread":0.30750861579783817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794821874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922233,0.00075036543,0.000009449924,0.00062936504,0.0012618033,0.0009122446,0.00007072732,0.000030047479,0.00411266],"genre_scores_gemma":[0.9984756,0.000026648135,0.00015919846,0.00027013448,0.00039296332,0.000103833816,0.00006859055,0.000031467593,0.00047154832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966894,0.0006706315,0.001136852,0.00048028238,0.0004942577,0.000528587],"domain_scores_gemma":[0.99797505,0.00028853776,0.0006268217,0.00085424853,0.00013326187,0.00012210007],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092556176,0.00029473563,0.000575299,0.00018879189,0.00016318473,0.000020145808,0.0007492169,0.00018678293,0.00448322],"category_scores_gemma":[0.00011727254,0.00021569905,0.0001777845,0.0004216132,0.00037606547,0.000056480327,0.00012737831,0.0002913002,0.00076862826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020222954,0.003401193,0.8466371,0.0005538893,0.00023344978,0.000012743738,0.0034471613,5.064106e-7,0.00025907735,0.010253045,0.011180428,0.10379842],"study_design_scores_gemma":[0.013445892,0.0008076903,0.9837539,0.00014740849,0.000032066553,0.0000013239955,0.00014986022,0.0000012471364,0.00051623577,0.00029779214,0.000631327,0.00021520797],"about_ca_topic_score_codex":0.0018100578,"about_ca_topic_score_gemma":0.0017042754,"teacher_disagreement_score":0.13711682,"about_ca_system_score_codex":0.000081423765,"about_ca_system_score_gemma":0.00009157928,"threshold_uncertainty_score":0.9964268},"labels":[],"label_agreement":null},{"id":"W2794837438","doi":"10.1080/15332985.2018.1448325","title":"Graduate social work students’ perceptions and attitude toward mental illness: implications for practice in developing countries","year":2018,"lang":"en","type":"article","venue":"Social Work in Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Booth University College","funders":"","keywords":"Mental illness; Mental health; Stigma (botany); Middle Eastern Mental Health Issues & Syndromes; Perception; Psychology; Social stigma; Social work; Mental health law; Psychological intervention; Community integration; Psychiatry; Social psychology; Medicine; Family medicine; Political science","score_opus":0.10625403499190225,"score_gpt":0.4972944092463093,"score_spread":0.3910403742544071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794837438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86432105,0.000518245,0.000061919134,0.13064298,0.0011267838,0.002438832,0.00014249774,0.00005318818,0.0006945242],"genre_scores_gemma":[0.99067026,0.0005659174,0.0012766485,0.0053708074,0.0005216552,0.0009557359,0.00024407485,0.00003643985,0.00035843815],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975308,0.00032526668,0.0006147631,0.0004934271,0.00026689976,0.00076880987],"domain_scores_gemma":[0.9992732,0.00018441523,0.00025559988,0.00011016965,0.000059968945,0.000116694275],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009019571,0.00024039694,0.00037069796,0.00015137061,0.0031392328,0.00009156169,0.00023027921,0.00014939353,0.00014924625],"category_scores_gemma":[0.000014285246,0.00025870118,0.000057156452,0.0009105394,0.00029814328,0.00025432807,0.0001247695,0.00023461162,0.00008720847],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017661363,0.0013840748,0.41816384,0.0001769493,0.00011234596,0.0000030503859,0.44078803,5.3460028e-8,0.0000019559593,0.025037326,0.030232675,0.08233359],"study_design_scores_gemma":[0.002739624,0.00018853166,0.9225752,0.00012222255,0.000015165967,0.000004068951,0.039338205,2.9256458e-7,0.0000016570211,0.00084408646,0.033900447,0.00027052243],"about_ca_topic_score_codex":0.00052633864,"about_ca_topic_score_gemma":0.0010621537,"teacher_disagreement_score":0.50441134,"about_ca_system_score_codex":0.0013906027,"about_ca_system_score_gemma":0.0001227718,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W2794933089","doi":"10.1093/schbul/sby016.483","title":"T207. A REVIEW OF PREDICTORS OF RESPONSIVENESS TO CBT FOR PSYCHOSIS","year":2018,"lang":"en","type":"review","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychosis; Schizophrenia (object-oriented programming); Clinical psychology; Psychology; Psychological intervention; Population; Intervention (counseling); Psychiatry; Cognitive behavioral therapy; Discontinuation; Systematic review; MEDLINE; Medicine; Cognition","score_opus":0.05977441444263867,"score_gpt":0.4181599882769563,"score_spread":0.35838557383431763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794933089","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008080007,0.9876554,0.000018234425,0.0005000627,0.0022308258,0.006583731,0.0011642589,0.000040164174,0.0017265411],"genre_scores_gemma":[0.0000074790514,0.9906561,0.0017588963,0.00037904238,0.0005672601,0.003226233,0.00030970617,0.000115244286,0.0029800714],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99573964,0.0006139596,0.0019322746,0.00084945303,0.00034586198,0.00051882054],"domain_scores_gemma":[0.9961283,0.00073694455,0.0014025841,0.0012064062,0.00028417332,0.00024158135],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011561024,0.0006031701,0.0031138847,0.0004142319,0.00009545085,0.000009121149,0.00085893815,0.00041658108,0.00452125],"category_scores_gemma":[0.00025654517,0.00047513936,0.00097351207,0.000658152,0.00012980225,0.000017548167,0.0001306533,0.00021948497,0.0010834051],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011454455,0.00024808315,0.000005886908,0.21343806,0.00036930776,0.0000031006377,0.00005180833,4.022369e-9,1.3171855e-7,0.00046192057,0.22261588,0.56166035],"study_design_scores_gemma":[0.0007495186,0.00071744627,0.000023439785,0.18788669,0.0010187309,0.000009184619,0.0000075640014,8.601909e-9,0.000004849654,0.00003387617,0.8092749,0.00027378165],"about_ca_topic_score_codex":0.00006834876,"about_ca_topic_score_gemma":0.00000774403,"teacher_disagreement_score":0.586659,"about_ca_system_score_codex":0.000095903786,"about_ca_system_score_gemma":0.0001578381,"threshold_uncertainty_score":0.99977005},"labels":[],"label_agreement":null},{"id":"W2795032380","doi":"10.22374/jmhan.v1i1.19","title":"Understanding Stigma: A Pooled Analysis of a National Program Aimed at Health Care Providers to Reduce Stigma towards Patients with a Mental Illness","year":2017,"lang":"en","type":"article","venue":"Journal of Mental Health and Addiction Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Mental Health Commission of Canada; University of Calgary","funders":"","keywords":"Stigma (botany); Mental illness; Mental health; Health care; Social stigma; Psychology; Random assignment; Scale (ratio); Nursing; Clinical psychology; Medicine; Psychiatry; Family medicine","score_opus":0.060614098449163455,"score_gpt":0.4184715768525901,"score_spread":0.3578574784034267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795032380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878877,0.0016871918,0.00012830016,0.006514573,0.0012013012,0.0016862423,0.00029532248,0.000020243207,0.0005791405],"genre_scores_gemma":[0.9982419,0.00007836765,0.00071200164,0.0005305936,0.000095460346,0.000031747426,0.00022497382,0.000020305723,0.00006464703],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99737334,0.00017248969,0.0008429307,0.00030990006,0.00082783337,0.00047352395],"domain_scores_gemma":[0.99711937,0.000029626768,0.0017376422,0.00016985608,0.00019163582,0.00075186614],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00044517123,0.00022202196,0.0006073141,0.0006260434,0.0022006396,0.0000868599,0.00016072507,0.00006803777,0.00007489672],"category_scores_gemma":[0.000017877775,0.00017969946,0.00012627976,0.00034788102,0.00016311428,0.0003861964,0.000035824723,0.00018659169,0.0000011531262],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011214839,0.002638481,0.08865836,0.00032691652,0.0020245695,0.0000081433645,0.06768057,0.000026289932,0.00001760818,0.00016226587,0.009912808,0.81732917],"study_design_scores_gemma":[0.020991176,0.015508554,0.8838955,0.004285146,0.0008275955,0.000098645985,0.07118666,0.00028061235,0.0001259564,0.000061842125,0.0021802818,0.0005580385],"about_ca_topic_score_codex":0.000410535,"about_ca_topic_score_gemma":0.00023962394,"teacher_disagreement_score":0.8167711,"about_ca_system_score_codex":0.0037381556,"about_ca_system_score_gemma":0.0004156368,"threshold_uncertainty_score":0.99909836},"labels":[],"label_agreement":null},{"id":"W2795252372","doi":"10.1093/schbul/sby018.1039","title":"S252. HEALTH CARE RESOURCE UTILISATION IS HIGHER IN PATIENTS PRIOR TO DIAGNOSIS WITH SCHIZOPHRENIA THAN NON-SCHIZOPHRENIA COMPARATORS IN A LARGE COMMERCIALLY-INSURED POPULATION IN THE UNITED STATES","year":2018,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Schizophrenia (object-oriented programming); Schizoaffective disorder; Medicine; Psychiatry; Diagnosis of schizophrenia; Population; Psychosis; Health care; Retrospective cohort study; Cohort; Pediatrics; Internal medicine; Environmental health","score_opus":0.01877284442578258,"score_gpt":0.316175573220838,"score_spread":0.2974027287950554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795252372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870284,0.0002710829,0.000004846186,0.008127517,0.0004110693,0.0035312497,0.00019530019,0.00007889225,0.0003516138],"genre_scores_gemma":[0.99021924,0.000018825674,0.00064947567,0.0059226253,0.00022805967,0.00089688157,0.001906892,0.0000877624,0.00007022312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99469316,0.0012591825,0.0011867571,0.0010016381,0.00068855897,0.0011707195],"domain_scores_gemma":[0.9980534,0.0002550608,0.00044823904,0.0008363198,0.00013647284,0.00027052616],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009138789,0.00060826686,0.0007644221,0.0011623949,0.0005014094,0.0001279522,0.00066409644,0.0002635943,0.00085999176],"category_scores_gemma":[0.000028686998,0.0004799382,0.00008129541,0.0024159113,0.00010752886,0.0001287727,0.00013334729,0.0006702471,0.00054484914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020690639,0.001517554,0.9194108,0.00008722269,0.00003458001,0.000021665126,0.032386772,0.000021401764,5.213294e-7,0.00050985947,0.010174001,0.015144934],"study_design_scores_gemma":[0.018057453,0.0013736103,0.95928794,0.00045955082,0.00001923396,0.0000011660774,0.0028372814,0.000027016185,0.000019306213,0.00006931839,0.017375588,0.00047252272],"about_ca_topic_score_codex":0.022716671,"about_ca_topic_score_gemma":0.047430035,"teacher_disagreement_score":0.0398771,"about_ca_system_score_codex":0.0005686375,"about_ca_system_score_gemma":0.00008513646,"threshold_uncertainty_score":0.9997652},"labels":[],"label_agreement":null},{"id":"W2795302467","doi":"10.1093/schbul/sby016.530","title":"T254. IMPACT OF A DROP IN, OPEN ENDED, PSYCHO EDUCATIONAL GROUP ON CLIENT ENGAGEMENT IN AN EARLY PSYCHOSIS INTERVENTION PROGRAM","year":2018,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Intervention (counseling); Psychological intervention; Mental health; Psychology; Population; Medicine; Psychiatry; Clinical psychology","score_opus":0.050695153213254254,"score_gpt":0.4458710320945189,"score_spread":0.39517587888126465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795302467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98622566,0.00010163734,0.000004698145,0.0009933491,0.00087379845,0.0023923814,0.000028799019,0.000030536838,0.009349129],"genre_scores_gemma":[0.99567723,0.0000105025,0.0015870539,0.00014626427,0.00023416657,0.0015449086,0.00013011995,0.000031739666,0.0006380362],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99728996,0.00057208684,0.0007422575,0.0006673348,0.00025160212,0.00047673806],"domain_scores_gemma":[0.99885863,0.00007616305,0.0002908675,0.0005547157,0.00005959617,0.0001600076],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00082495203,0.00026658745,0.0003292564,0.00041733548,0.00011180635,0.00009452413,0.0006327984,0.00012999406,0.010047914],"category_scores_gemma":[0.000018210487,0.00023472088,0.00014245414,0.00043894036,0.00010078572,0.00013252789,0.000114539165,0.00031432995,0.00093378307],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018812804,0.029889535,0.4574682,0.00007620851,0.00015119449,0.000013637789,0.0032793402,0.0000019281135,0.00013694768,0.011009487,0.013670728,0.46548998],"study_design_scores_gemma":[0.007788575,0.00763147,0.9806268,0.00033542482,0.000012966096,0.0000023139671,0.00023822358,0.00001009785,0.000043123164,0.0014710181,0.0016222476,0.00021772213],"about_ca_topic_score_codex":0.007112834,"about_ca_topic_score_gemma":0.0021075327,"teacher_disagreement_score":0.5231586,"about_ca_system_score_codex":0.000255227,"about_ca_system_score_gemma":0.000030038384,"threshold_uncertainty_score":0.99984413},"labels":[],"label_agreement":null},{"id":"W2796117715","doi":"10.1016/j.psychres.2018.04.003","title":"Predictors of etiological beliefs about panic disorder and impact of beliefs on treatment outcomes","year":2018,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ottawa Hospital; Institut du Savoir Montfort; Montfort Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Pfizer Canada","keywords":"Etiology; Panic; Panic disorder; Psychology; Clinical psychology; Psychiatry; Anxiety","score_opus":0.098366801798571,"score_gpt":0.5036381429317313,"score_spread":0.40527134113316027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796117715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987331,0.0015449844,0.0000021057156,0.00075430877,0.0006248936,0.000790225,0.00011436351,0.000023352617,0.008814822],"genre_scores_gemma":[0.99731976,0.00025050595,0.00007155046,0.00003236722,0.00024455323,0.00011464115,0.000025388206,0.00002107965,0.0019201592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773365,0.00038709244,0.0004399281,0.0004384102,0.00040822403,0.00059267064],"domain_scores_gemma":[0.99868596,0.0003722101,0.00012432794,0.0005086171,0.00011296489,0.00019592943],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005391929,0.00022154371,0.0004309491,0.0002667556,0.0002304921,0.000012647672,0.00023980153,0.00017822123,0.0019640753],"category_scores_gemma":[0.000035025678,0.00012918124,0.00016389081,0.0003395758,0.0005736074,0.00004598593,0.000077466415,0.00021457937,0.0001551277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064205396,0.0023288107,0.9827312,0.00004228737,0.00033360897,0.0000015366043,0.0009237037,3.1852613e-7,0.00003575614,0.0020724295,0.0013874132,0.009500861],"study_design_scores_gemma":[0.0021285133,0.014011226,0.9822547,0.00005536411,0.000020682237,0.000002204309,0.00028394678,0.0000037332215,0.000029923229,0.00087123225,0.0002451836,0.00009328297],"about_ca_topic_score_codex":0.0021546183,"about_ca_topic_score_gemma":0.00032539695,"teacher_disagreement_score":0.011682415,"about_ca_system_score_codex":0.00010800176,"about_ca_system_score_gemma":0.000081321436,"threshold_uncertainty_score":0.9989483},"labels":[],"label_agreement":null},{"id":"W2798267336","doi":"10.7939/r3p986","title":"Reducing stigma: the effect of an educational intervention","year":2009,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Stigma (botany); Psychology; Social psychology; Medicine; Psychiatry","score_opus":0.009823279138009032,"score_gpt":0.2815488930330208,"score_spread":0.27172561389501176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798267336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95513946,0.00010802292,0.0000026882685,0.0018480176,0.00012931663,0.00014737727,0.0000021644107,0.0000067651567,0.042616215],"genre_scores_gemma":[0.9866519,0.0000034161444,0.00009097106,0.00003769512,0.000031929427,1.4833935e-7,0.000070512906,0.0000026907737,0.013110746],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99956846,0.00012777593,0.00008000286,0.000100282734,0.000050465394,0.000073015],"domain_scores_gemma":[0.99953866,0.00018007663,0.00009200716,0.00015058702,0.0000044890426,0.00003418362],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004953173,0.000050075407,0.000087268585,0.000049822094,0.00008940325,0.000003754774,0.00018476498,0.000032709802,0.003271147],"category_scores_gemma":[0.0000033297802,0.00004007416,0.00005764565,0.000083726976,0.000046551653,0.0003535265,0.000021508544,0.0000458149,0.000023611006],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056865755,0.003504667,0.27460665,0.0004183041,0.00042564108,0.000026076848,0.04385288,0.000033506418,0.00041493576,0.06564014,0.065048225,0.5403424],"study_design_scores_gemma":[0.0025219175,0.0026380029,0.9850831,0.00018520594,0.00009432941,0.000007858353,0.0019105518,0.00006736164,0.0039308807,0.0011070156,0.002327659,0.00012613088],"about_ca_topic_score_codex":0.0017910819,"about_ca_topic_score_gemma":0.000031144347,"teacher_disagreement_score":0.71047646,"about_ca_system_score_codex":0.00000771411,"about_ca_system_score_gemma":0.00000945773,"threshold_uncertainty_score":0.99764},"labels":[],"label_agreement":null},{"id":"W2799531544","doi":"10.1177/0706743718762388","title":"Men’s Mental Health: Social Determinants and Implications for Services","year":2018,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":213,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Mental health; Psychology; Psychiatry; Clinical psychology","score_opus":0.08770645355551465,"score_gpt":0.4516743956863036,"score_spread":0.3639679421307889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799531544","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017088311,0.98002124,0.0000011162729,0.013889347,0.0035444265,0.0010374896,0.0007360408,0.0000037398595,0.0005957321],"genre_scores_gemma":[0.00032586794,0.99323136,0.0004054696,0.001450158,0.0034983824,0.00014254205,0.0000850441,0.000072731644,0.000788465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982957,0.00017902882,0.0007958035,0.00019279894,0.000076986835,0.0004596494],"domain_scores_gemma":[0.9979762,0.000057710586,0.001226919,0.00021204814,0.000057905178,0.0004692113],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00054393,0.00024967434,0.0007795196,0.00021275874,0.0016434188,0.00008306241,0.00052785873,0.00019033658,0.0001328856],"category_scores_gemma":[0.0000019318156,0.00016207063,0.00028414934,0.00012512578,0.00013295753,0.00006445724,0.000014789801,0.00025356503,0.000027091724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018143408,0.000038130554,0.0016541554,0.004507993,0.00028887021,0.0000014682004,0.0015847834,1.0291732e-9,1.3166797e-9,0.0052243476,0.12854815,0.858134],"study_design_scores_gemma":[0.000441139,0.0002563234,0.0024578427,0.002434463,0.00033918128,0.00043613015,0.00041500668,1.1609059e-7,6.2632277e-9,0.0029576716,0.9901138,0.0001483029],"about_ca_topic_score_codex":0.009508913,"about_ca_topic_score_gemma":0.3762306,"teacher_disagreement_score":0.86156565,"about_ca_system_score_codex":0.00030090084,"about_ca_system_score_gemma":0.0017336833,"threshold_uncertainty_score":0.9996563},"labels":[],"label_agreement":null},{"id":"W2799829862","doi":"10.1177/0706743718766051","title":"Beyond Silence: A Randomized, Parallel-Group Trial Exploring the Impact of Workplace Mental Health Literacy Training with Healthcare Employees","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Western University; St Joseph's Health Centre; McMaster University; Queen's University; University of Calgary","funders":"Ontario Mental Health Foundation","keywords":"Mental health; Facilitator; Outreach; Mental health literacy; Randomized controlled trial; Psychological intervention; Psychology; Nursing; Medicine; Mental illness; Psychiatry; Social psychology","score_opus":0.05258041821203773,"score_gpt":0.37510335991905075,"score_spread":0.322522941707013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799829862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95766854,0.007289488,0.00003873002,0.027521603,0.005045532,0.0015014779,0.000053069176,0.000008210352,0.00087335514],"genre_scores_gemma":[0.99561644,0.00008792115,0.0010918246,0.0009600012,0.0019832312,0.000069155525,0.00000802365,0.000034134657,0.00014929724],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9968045,0.00096159644,0.0009933684,0.00019812895,0.00032428067,0.00071814394],"domain_scores_gemma":[0.99744105,0.00026784313,0.0011101654,0.00038302568,0.00012552655,0.00067239953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022654175,0.00026303003,0.0007223447,0.00023468678,0.0011312898,0.000097614335,0.00059145933,0.00006587417,0.0005109881],"category_scores_gemma":[0.000018619436,0.00012541129,0.00035434353,0.00038257285,0.00053551333,0.00026554932,0.000012909049,0.00053066696,0.000011672738],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6378896,0.00042240846,0.047898892,0.00011438979,0.0017226961,0.000038531,0.20589176,0.000030752693,7.819513e-7,0.020051265,0.023615455,0.062323444],"study_design_scores_gemma":[0.8386791,0.02860568,0.047003023,0.002782852,0.00034921398,0.0013216803,0.05448552,0.0000416113,0.0000038682556,0.024735836,0.001228571,0.0007630675],"about_ca_topic_score_codex":0.072506234,"about_ca_topic_score_gemma":0.1821312,"teacher_disagreement_score":0.20078945,"about_ca_system_score_codex":0.0003167804,"about_ca_system_score_gemma":0.0023783452,"threshold_uncertainty_score":0.93367004},"labels":[],"label_agreement":null},{"id":"W2800000538","doi":"10.12688/wellcomeopenres.14524.1","title":"Operational challenges in conducting a community-based technology-enabled mental health services delivery model for rural India: Experiences from the SMART Mental Health Project","year":2018,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada; The Wellcome Trust DBT India Alliance; Department of Biotechnology, Ministry of Science and Technology, India; Wellcome Trust","keywords":"Mental health; Referral; Intervention (counseling); Medicine; Nursing; Environmental health; Psychology; Business; Psychiatry","score_opus":0.46666647929374067,"score_gpt":0.5247702836772234,"score_spread":0.05810380438348278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800000538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.921618,0.009242694,0.000006444325,0.049436394,0.00085447525,0.015816363,0.0015224583,0.00007150048,0.0014316863],"genre_scores_gemma":[0.97447217,0.0017425548,0.0017668712,0.0022758772,0.00017422604,0.0134322755,0.005549605,0.00007603002,0.0005104126],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9914388,0.0041206535,0.0010559981,0.0010726012,0.0008320774,0.0014798567],"domain_scores_gemma":[0.99695414,0.000802826,0.00049423403,0.0013284233,0.00021672646,0.00020363116],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009130465,0.0005031216,0.00092230894,0.0006764958,0.004513085,0.0005753527,0.004262038,0.0004712466,0.00037436624],"category_scores_gemma":[0.00001989076,0.00038535983,0.00010978233,0.00053373695,0.0006356218,0.00034245782,0.0038207343,0.002681499,0.00006148295],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005678172,0.008755602,0.022970121,0.0042323307,0.0007987079,0.000016574411,0.8671394,0.00010964229,0.00007533141,0.0033741354,0.039946828,0.04690314],"study_design_scores_gemma":[0.01093831,0.0035040732,0.0034081116,0.005243568,0.00001394068,0.000012880049,0.93851084,0.025664426,0.00020504264,0.0040455754,0.0074889576,0.0009643048],"about_ca_topic_score_codex":0.095083825,"about_ca_topic_score_gemma":0.023066249,"teacher_disagreement_score":0.07201757,"about_ca_system_score_codex":0.0011794326,"about_ca_system_score_gemma":0.0017596729,"threshold_uncertainty_score":0.9998598},"labels":[],"label_agreement":null},{"id":"W2800680533","doi":"10.1186/s13033-018-0195-1","title":"Mental health literacy: knowledge of depression among undergraduate students in Hanoi, Vietnam","year":2018,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Royal Bank of Canada; Clemson University; Atlantic Philanthropies","keywords":"Mental health literacy; Mental health; Vignette; Psychology; Psychological intervention; Public health; Depression (economics); Stigma (botany); Health literacy; Clinical psychology; Psychiatry; Medical education; Medicine; Mental illness; Social psychology; Nursing; Health care","score_opus":0.03066204493153622,"score_gpt":0.46130498413248816,"score_spread":0.4306429392009519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800680533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687115,0.009714731,0.00008637057,0.0030213655,0.015987566,0.0010575546,0.000119341916,0.000014505862,0.0012870978],"genre_scores_gemma":[0.99696636,0.00049968716,0.00010298427,0.0004456537,0.00077835534,0.00002583258,0.00006588048,0.000028537052,0.001086719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99549127,0.0006301832,0.0021537512,0.00029570516,0.00095607195,0.0004730389],"domain_scores_gemma":[0.9969353,0.00007344083,0.0021504129,0.00019465365,0.0002925332,0.00035366678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016209427,0.0002390816,0.00062934076,0.0005825391,0.0001984595,0.000070362286,0.0007680917,0.000088532724,0.00014442827],"category_scores_gemma":[0.0000075610265,0.00020004957,0.00013503713,0.00022539907,0.000112743954,0.0004173697,0.0001531059,0.00027489016,0.0000737994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017983718,0.0037875604,0.8684959,0.00039442343,0.0003974819,0.000043616197,0.024506493,0.000004195412,0.0000820607,0.00044165395,0.0205132,0.07953508],"study_design_scores_gemma":[0.022654166,0.0058059604,0.9204167,0.01577265,0.000021283762,0.0009595121,0.009081228,0.0006841414,0.00039417943,0.00019624054,0.023485009,0.00052894297],"about_ca_topic_score_codex":0.0025439207,"about_ca_topic_score_gemma":0.0005381273,"teacher_disagreement_score":0.07900614,"about_ca_system_score_codex":0.0014490262,"about_ca_system_score_gemma":0.00019785992,"threshold_uncertainty_score":0.8157785},"labels":[],"label_agreement":null},{"id":"W2800957684","doi":"10.1017/gmh.2018.8","title":"Tailoring a training based on the <i>Mental Health Gap Action Programme (mhGAP) Intervention Guide (IG)</i> to Tunisia: process and relevant adaptations","year":2018,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Institut pour la Recherche en Santé Publique; Université de Montréal; Mitacs; World Health Organization","keywords":"Mental health; Stakeholder; Context (archaeology); Intervention (counseling); Nursing; Public health; Medicine; Adaptation (eye); Health care; Medical education; Psychology; Political science; Public relations; Psychiatry","score_opus":0.10604649944745073,"score_gpt":0.42544455868230113,"score_spread":0.31939805923485043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800957684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9122027,0.00095768075,0.003074155,0.06342167,0.0035262157,0.007152132,0.00060974126,0.00033161364,0.008724073],"genre_scores_gemma":[0.984508,0.000060703027,0.0013331197,0.012170728,0.00031345768,0.0006344076,0.0003503428,0.000042262945,0.0005870285],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960974,0.00045846496,0.00089287147,0.000828277,0.0005266376,0.0011963794],"domain_scores_gemma":[0.99820924,0.00006917837,0.00048759862,0.0004167252,0.00007315071,0.00074408535],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001284432,0.00040255996,0.00041738083,0.00013276812,0.0017713223,0.00012690105,0.00028372393,0.000098489574,0.000102811144],"category_scores_gemma":[0.000029856092,0.00032958266,0.000112263326,0.00055354973,0.00017685464,0.00022977556,0.00009248671,0.00027996692,0.00016963857],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016544315,0.0016128302,0.0034434227,0.00041909431,0.00009104652,0.000009940415,0.010001007,0.0000038541384,0.00003604259,0.0097483285,0.04480337,0.92817664],"study_design_scores_gemma":[0.040824138,0.07536521,0.29218912,0.011530327,0.00021762247,0.0010084859,0.24517095,0.017402954,0.0012473891,0.0015169134,0.3093396,0.004187274],"about_ca_topic_score_codex":0.0029764397,"about_ca_topic_score_gemma":0.0010268351,"teacher_disagreement_score":0.92398936,"about_ca_system_score_codex":0.0018467088,"about_ca_system_score_gemma":0.0002667171,"threshold_uncertainty_score":0.9999156},"labels":[],"label_agreement":null},{"id":"W2801869835","doi":"10.14288/1.0366052","title":"Longitudinal characterization of psychosis among adults living in marginal housing","year":2018,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychosis; Psychology; Gerontology; Psychiatry; Developmental psychology; Medicine","score_opus":0.014809507393386021,"score_gpt":0.24263823391105016,"score_spread":0.22782872651766414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801869835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973512,0.000029379125,0.000115495975,0.000022877062,0.00029178348,0.000262979,0.00005104718,0.00002322074,0.0018519764],"genre_scores_gemma":[0.9993845,0.000029739624,0.00008742909,0.000013217303,0.000050341303,0.0000010183594,0.000021583202,0.000010028709,0.0004021085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912703,0.00006534952,0.0001593561,0.00029426892,0.0001322624,0.00022171489],"domain_scores_gemma":[0.9994485,0.000026974649,0.00020456259,0.00016765526,0.00009009589,0.000062230276],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013682332,0.000038982842,0.00020556171,0.000083854466,0.00014540309,0.000023063654,0.00017179197,0.0000907968,0.0009585036],"category_scores_gemma":[0.0000051322286,0.00013282684,0.000051609917,0.00031824427,0.00023706131,0.00030609625,0.000054632445,0.00007291468,0.000024673818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047866746,0.00024895143,0.7206705,0.000065820954,0.000016201304,0.000036379646,0.00075599935,4.1792873e-8,0.00011379471,9.105621e-7,0.00009316921,0.27795032],"study_design_scores_gemma":[0.00096333335,0.0001839547,0.99679154,0.0008667238,0.000018288976,0.000009105765,0.00098967,0.000047364418,0.0000027617682,0.000011018889,0.000014195545,0.000102063466],"about_ca_topic_score_codex":0.18399306,"about_ca_topic_score_gemma":0.36817744,"teacher_disagreement_score":0.27784824,"about_ca_system_score_codex":0.000058162717,"about_ca_system_score_gemma":0.000011218409,"threshold_uncertainty_score":0.99995476},"labels":[],"label_agreement":null},{"id":"W2802988252","doi":"10.5206/uwomj.v86i2.1413","title":"Collaborative care models for integrating mental health and primary care","year":2017,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Collaborative Care; Mental health care; Nursing; Health care; Primary care; Medicine; Medical diagnosis; Qualitative research; Psychology; Family medicine; Psychiatry; Political science","score_opus":0.027176543149311613,"score_gpt":0.3331576963828948,"score_spread":0.30598115323358316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802988252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844889,0.0018957781,0.0009421369,0.0019893881,0.00066535483,0.00047877393,0.0000957214,0.0000088173065,0.00943511],"genre_scores_gemma":[0.9953272,0.0002089717,0.0021021266,0.00043361163,0.00011524365,6.6540815e-7,0.00010100038,0.000009111448,0.0017020945],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99908525,0.00006460617,0.00018071577,0.00017166174,0.00027156563,0.00022619098],"domain_scores_gemma":[0.9988871,0.000036629874,0.00036634042,0.00014041885,0.00012875123,0.00044075566],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00015739085,0.00010772357,0.0002735185,0.00005232561,0.0014113669,0.000045123514,0.00032395692,0.00009827619,0.00019529193],"category_scores_gemma":[0.000007490656,0.00009867888,0.000057648173,0.000015068307,0.00017963968,0.00027723244,0.00010876513,0.00028321546,0.0000018689188],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012480544,0.00015932757,0.30820167,0.00029958668,0.00017614805,0.00015184502,0.42350665,5.776071e-7,0.0000019407469,0.00050260953,0.0021475565,0.26360404],"study_design_scores_gemma":[0.023624424,0.004017366,0.2709686,0.002649184,0.00013434372,0.00034955775,0.6427567,0.00005880591,0.00001558055,0.00038037286,0.05453557,0.00050949317],"about_ca_topic_score_codex":0.023475014,"about_ca_topic_score_gemma":0.1923189,"teacher_disagreement_score":0.26309454,"about_ca_system_score_codex":0.000676143,"about_ca_system_score_gemma":0.0007518769,"threshold_uncertainty_score":0.99988866},"labels":[],"label_agreement":null},{"id":"W2803056794","doi":"10.1111/1475-6773.12871","title":"The Mental Health Parity and Addiction Equity Act Evaluation Study: Impact on Nonquantitative Treatment Limits for Specialty Behavioral Health Care","year":2018,"lang":"en","type":"article","venue":"Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; UnitedHealth Group; University of California, Los Angeles; National Institutes of Health; Virginia Commonwealth University; University of Toronto; Weill Cornell Medical College; University of Minnesota","keywords":"Equity (law); Prior authorization; Health care; Specialty; Actuarial science; Mental health; Health care financing; Managed care; Parity (physics); Inpatient care; Business; Medicine; Economics; Family medicine; Nursing; Political science; Psychiatry","score_opus":0.31991142727830385,"score_gpt":0.6526350711801763,"score_spread":0.3327236439018724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803056794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675218,0.0077531734,0.0000029945393,0.0061955606,0.0011501934,0.015826717,0.00076414563,0.00005874672,0.000726707],"genre_scores_gemma":[0.9942917,0.0012779053,0.00006105568,0.00087104674,0.00067536475,0.0018168901,0.0008222651,0.000042865795,0.00014086891],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9918489,0.0034365733,0.00076449255,0.00089889165,0.0013341854,0.0017169928],"domain_scores_gemma":[0.9968964,0.00057935034,0.0005800223,0.00062531774,0.00056240015,0.0007565161],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006811798,0.00035080194,0.0005485793,0.00026610872,0.0066051604,0.00020886185,0.00032407593,0.000106953485,0.00022457764],"category_scores_gemma":[0.000008761006,0.0002298622,0.00009434649,0.0004999161,0.00020327189,0.00020611985,0.00013110833,0.00036163436,0.00011255925],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048557078,0.0030376464,0.023918642,0.00029715803,0.0001350794,0.0000013165791,0.170269,5.4848675e-7,8.944534e-7,0.00022696448,0.004510821,0.79274625],"study_design_scores_gemma":[0.007917676,0.10442673,0.75202125,0.00027530728,0.000027023723,0.000004635142,0.12829857,0.00045725703,0.000021538666,0.00014458348,0.006180703,0.00022474851],"about_ca_topic_score_codex":0.07422294,"about_ca_topic_score_gemma":0.18340412,"teacher_disagreement_score":0.7925215,"about_ca_system_score_codex":0.005887483,"about_ca_system_score_gemma":0.0014261598,"threshold_uncertainty_score":0.99792874},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2803059514","doi":"10.1002/pds.4436","title":"Assessing the accuracy of using diagnostic codes from administrative data to infer antidepressant treatment indications: a validation study","year":2018,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; McGill University Health Centre; McGill University","keywords":"Medicine; Diagnosis code; Antidepressant; Medical prescription; Medical diagnosis; Pharmacoepidemiology; Anxiety; Primary care; Psychiatry; Emergency medicine; Intensive care medicine; Family medicine; Population","score_opus":0.35668579336103573,"score_gpt":0.5733169386163508,"score_spread":0.21663114525531507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803059514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926087,0.00090887287,0.0018821983,0.00181997,0.00045383844,0.0015220237,0.00039626594,0.000024802124,0.00038328726],"genre_scores_gemma":[0.9975613,0.0002078496,0.0007930375,0.00067863386,0.0002671174,0.00013541395,0.0003218287,0.0000112605185,0.00002359198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99593514,0.0024983622,0.00066564116,0.00054603507,0.00008874524,0.0002660997],"domain_scores_gemma":[0.9832247,0.015569331,0.00043439583,0.00060456793,0.00005726632,0.000109724926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018390217,0.00019969337,0.00041010435,0.0000701946,0.0005651334,0.000024524585,0.00034312633,0.00005835058,0.0004466662],"category_scores_gemma":[0.001313207,0.00012760604,0.000028742015,0.00017114729,0.00025467848,0.00034902382,0.0002138237,0.00012228817,0.00003440368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030468928,0.0011016796,0.9595707,0.000008840128,0.00041826657,0.000008490649,0.0066537727,0.000009099621,0.00024380982,0.00027587646,0.0006894059,0.030715354],"study_design_scores_gemma":[0.0017680192,0.0002994502,0.99001205,0.000051761388,0.0004641365,0.0000063017355,0.0042783176,0.00063562806,0.0011074754,0.0003673063,0.0008591259,0.00015041087],"about_ca_topic_score_codex":0.0048129945,"about_ca_topic_score_gemma":0.00024003001,"teacher_disagreement_score":0.030564943,"about_ca_system_score_codex":0.00005013221,"about_ca_system_score_gemma":0.000058541984,"threshold_uncertainty_score":0.72758406},"labels":[],"label_agreement":null},{"id":"W2803385334","doi":"10.1186/s12905-018-0561-9","title":"“It has not occurred to me to see a doctor for that kind of feeling”: a qualitative study of Filipina immigrants’ perceptions of help seeking for mental health problems","year":2018,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Norges Forskningsråd","keywords":"Mental health; Help-seeking; Medicine; Qualitative research; Health care; Feeling; Immigration; Socioeconomic status; Perception; Reproductive medicine; Nursing; Psychology; Psychiatry; Population; Social psychology; Environmental health; Sociology","score_opus":0.19577100696382382,"score_gpt":0.4884523736264447,"score_spread":0.2926813666626209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803385334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97638386,0.00009812334,0.0027991629,0.0033562663,0.00061747234,0.013978457,0.0026922778,0.000029268467,0.000045131434],"genre_scores_gemma":[0.98822427,0.000007670364,0.005237253,0.0014844382,0.00014063285,0.004110159,0.00011505924,0.00004727138,0.00063323905],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99587756,0.0005595948,0.0014918096,0.00066769676,0.00041362896,0.0009897312],"domain_scores_gemma":[0.9973078,0.000480181,0.00096645654,0.0004977775,0.00024978444,0.0004980124],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024602024,0.00031043254,0.0011189266,0.0004013438,0.0005387485,0.000019386067,0.000323659,0.00008060092,0.00029412453],"category_scores_gemma":[0.000051996903,0.00028503264,0.00014122373,0.00047466467,0.000109789515,0.00010028976,0.00008288407,0.00008792624,0.000025921765],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049495692,0.0036224048,0.009132941,0.002840475,0.00015806944,1.03214184e-7,0.96755975,0.000004105623,0.0004137333,0.0002044443,0.0077653313,0.003349057],"study_design_scores_gemma":[0.013477279,0.055431936,0.039720353,0.0010030167,0.000037594375,0.0000028927664,0.8849786,0.00007338942,0.000259672,0.00014312191,0.0044513284,0.0004208166],"about_ca_topic_score_codex":0.0059277304,"about_ca_topic_score_gemma":0.009712702,"teacher_disagreement_score":0.08258116,"about_ca_system_score_codex":0.0006104581,"about_ca_system_score_gemma":0.00042856095,"threshold_uncertainty_score":0.9999602},"labels":[],"label_agreement":null},{"id":"W2805681265","doi":"10.1017/s2045796018000264","title":"Feasibility of WHO mhGAP-intervention guide in reducing experienced discrimination in people with mental disorders: a pilot study in a rural Kenyan setting","year":2018,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Grand Challenges Canada","keywords":"Psychological intervention; Mental health; Medicine; Stigma (botany); Kenya; Social stigma; Psychiatry; Intervention (counseling); Depression (economics); Clinical psychology; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.08506118921972278,"score_gpt":0.4577442768373132,"score_spread":0.37268308761759045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805681265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952162,0.0006273771,0.000038099915,0.0009213134,0.00048067022,0.0010043051,0.0000023539237,0.0000090497515,0.0017006648],"genre_scores_gemma":[0.9991527,0.000030314195,0.0005187141,0.000068434514,0.000039010825,0.00013387919,0.0000040980676,0.0000037356613,0.000049109538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99701154,0.0011613531,0.0008027288,0.0005220507,0.00010520325,0.00039714618],"domain_scores_gemma":[0.99905413,0.0004329317,0.00030676328,0.000147184,0.000013597549,0.000045374527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047176555,0.00013747235,0.00036856128,0.00041542578,0.00021836936,0.000007768116,0.00018768419,0.000048134883,0.0000921188],"category_scores_gemma":[0.00016036251,0.00010108893,0.000023387485,0.0009848005,0.00044150642,0.00024552224,0.00004550188,0.00012462895,0.0000018648295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047541698,0.0011736136,0.96949065,0.000022163471,0.000003847368,6.889756e-7,0.01860803,0.000004595495,0.000004907184,0.00039446054,0.000030791936,0.009790821],"study_design_scores_gemma":[0.0022487158,0.004942115,0.9478193,0.000103284976,0.000005327887,0.0000040566442,0.042599395,0.0004735552,0.000002882542,0.001704774,0.0000013499282,0.00009525428],"about_ca_topic_score_codex":0.030330908,"about_ca_topic_score_gemma":0.108713925,"teacher_disagreement_score":0.07838301,"about_ca_system_score_codex":0.00007123714,"about_ca_system_score_gemma":0.000026286309,"threshold_uncertainty_score":0.9761262},"labels":[],"label_agreement":null},{"id":"W2806793888","doi":"10.1136/bmjopen-2017-021461","title":"Multinational comparative cross-sectional survey of views of medical students about acceptable terminology and subgroups in schizophrenia","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Terminology; Psychiatry; Anxiety; Schizophrenia (object-oriented programming); Psychosis; Cross-sectional study; Clinical psychology; Stigma (botany); Family medicine; Pathology","score_opus":0.29409740088571007,"score_gpt":0.5841847308870235,"score_spread":0.2900873300013134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806793888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99262476,0.000103047256,0.0000062709087,0.000038955302,0.0003577263,0.0021816308,0.000084035615,0.0000033703911,0.0046002143],"genre_scores_gemma":[0.9984253,0.000006122828,0.00017902452,0.00009360813,0.000053852917,0.0003408347,0.000094393465,0.0000056786434,0.00080118974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805176,0.00041292736,0.00061869365,0.00026823676,0.00046976077,0.00017859504],"domain_scores_gemma":[0.9990778,0.00026458158,0.00028610844,0.00017517357,0.00012765807,0.00006865266],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022428415,0.00009968086,0.00036821148,0.000099134784,0.00007732318,0.000040684594,0.00073712383,0.00013323,0.004819213],"category_scores_gemma":[0.000068931746,0.00008458299,0.00001856438,0.00016203441,0.00034867827,0.0001617335,0.0005432696,0.00010377674,0.000066366476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00157116,0.0006040761,0.9920573,0.00002731385,0.000041893545,0.0000044531257,0.0007458713,1.472889e-7,0.000009861648,0.00070470956,0.00036504667,0.003868156],"study_design_scores_gemma":[0.004999857,0.00025366544,0.99418765,0.00004560588,0.0000024448464,0.00001068972,0.000059274145,0.000048861246,0.000108752945,0.000088817134,0.00012330471,0.0000710972],"about_ca_topic_score_codex":0.008074181,"about_ca_topic_score_gemma":0.011459837,"teacher_disagreement_score":0.005800546,"about_ca_system_score_codex":0.000026629927,"about_ca_system_score_gemma":0.00007100899,"threshold_uncertainty_score":0.99853116},"labels":[],"label_agreement":null},{"id":"W2806805505","doi":"10.1097/ceh.0000000000000197","title":"A Guide for Planning and Implementing Successful Mental Health Educational Programs","year":2018,"lang":"en","type":"review","venue":"Journal of Continuing Education in the Health Professions","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"Pan American Health Organization","keywords":"Mental health; Psychological intervention; Curriculum; Medical education; MEDLINE; Nursing; Quality (philosophy); Psychology; Medicine; Psychiatry; Pedagogy","score_opus":0.1283132944632029,"score_gpt":0.5762660376643195,"score_spread":0.4479527432011166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806805505","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012332593,0.9741054,0.000039620445,0.0135322865,0.0054592206,0.0051513608,0.00003780257,0.000009686479,0.00043135465],"genre_scores_gemma":[0.0006672664,0.9815315,0.0037291362,0.0019361239,0.003212299,0.0015558852,0.0005209962,0.00008069861,0.0067660897],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945047,0.001489887,0.0026336384,0.0003257106,0.00030719148,0.0007389015],"domain_scores_gemma":[0.99358124,0.00093823776,0.004748934,0.0002810117,0.00020284369,0.0002477485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005991493,0.00032290613,0.0011971691,0.00052401994,0.00095122727,0.00009681391,0.0004988991,0.000157482,0.00007887435],"category_scores_gemma":[0.00010672501,0.00020753368,0.00022429839,0.00036958576,0.00006866994,0.00018208087,0.00006661052,0.0006716347,0.0000065345534],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023926068,0.0005412547,0.0008569831,0.00619493,0.000047043028,3.5483052e-7,0.024089655,4.438116e-9,8.885647e-9,0.0007798844,0.09688088,0.8705851],"study_design_scores_gemma":[0.0006203402,0.0005020311,0.00058637146,0.05327245,0.000072360315,0.00018536141,0.028737076,4.587194e-7,1.700915e-8,0.00035210847,0.9155284,0.0001430194],"about_ca_topic_score_codex":0.00024692653,"about_ca_topic_score_gemma":0.00010710597,"teacher_disagreement_score":0.87044203,"about_ca_system_score_codex":0.00055253145,"about_ca_system_score_gemma":0.0039821025,"threshold_uncertainty_score":0.8462978},"labels":[],"label_agreement":null},{"id":"W2806878544","doi":"10.1002/wps.20532","title":"Scaling up psychological treatments for common mental disorders: a call to action","year":2018,"lang":"en","type":"letter","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Medicine; Call to action; Psychiatry; Mental health; Action (physics)","score_opus":0.07443065273590933,"score_gpt":0.4444581520342875,"score_spread":0.3700274992983782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806878544","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08428394,0.0013175354,0.00016724992,0.78304803,0.08181245,0.008350806,0.0010971857,0.00049991533,0.039422866],"genre_scores_gemma":[0.016689528,0.00005914056,0.0030829378,0.754489,0.021955255,0.004394274,0.0046510925,0.0003170386,0.19436173],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958364,0.00023552605,0.0008015356,0.0014935662,0.000396288,0.0012367247],"domain_scores_gemma":[0.99815094,0.00017521597,0.0003977265,0.0009791527,0.000036032685,0.0002609476],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018894597,0.00082167215,0.0007798808,0.00053122157,0.00064999476,0.00010541505,0.00064509705,0.0008974026,0.0029017627],"category_scores_gemma":[0.000004547608,0.00071541296,0.000479782,0.00045327368,0.000108972345,0.000106064675,0.00008594565,0.0009991301,0.0022565369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008589622,0.0009019624,0.0075592445,0.00012711079,0.00041953693,0.000010649648,0.00037396315,9.16765e-8,9.673674e-7,0.00012973162,0.9319784,0.05763936],"study_design_scores_gemma":[0.0037200216,0.0012176736,0.0111211175,0.0002694647,0.00036318164,0.000021058855,0.00014952988,0.0000036498618,0.000003875407,0.0019018551,0.9804783,0.0007503072],"about_ca_topic_score_codex":0.00039557565,"about_ca_topic_score_gemma":0.0017110007,"teacher_disagreement_score":0.15493888,"about_ca_system_score_codex":0.00035819339,"about_ca_system_score_gemma":0.000026269507,"threshold_uncertainty_score":0.9995297},"labels":[],"label_agreement":null},{"id":"W2807120024","doi":"10.1093/phe/phy011","title":"Public Mental Health Ethics: Helping Improve Mental Health for Individuals and Communities","year":2018,"lang":"en","type":"article","venue":"Public Health Ethics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mental health; Public health; Context (archaeology); Mental illness; Psychiatry; Health promotion; Affect (linguistics); Middle Eastern Mental Health Issues & Syndromes; Health care; Medicine; Promotion (chess); Politics; Psychology; Nursing; Political science; Law","score_opus":0.4119883120642465,"score_gpt":0.5087511664158169,"score_spread":0.09676285435157034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807120024","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026812524,0.008790352,0.0009075548,0.950174,0.004618896,0.005252794,0.0019984609,0.00035880657,0.0010866158],"genre_scores_gemma":[0.49593043,0.0045334776,0.0042898627,0.48870686,0.0011877007,0.0010437163,0.0030636871,0.0001758526,0.001068417],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99021757,0.0030478602,0.0017877691,0.0008895067,0.001010533,0.0030467794],"domain_scores_gemma":[0.99334687,0.002058076,0.0012991041,0.00091277395,0.00041164615,0.001971553],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.020167004,0.00060705317,0.0010741848,0.0005699219,0.008565346,0.00051457155,0.0007540239,0.00078544504,0.00052218634],"category_scores_gemma":[0.00037706766,0.00059518055,0.00013851354,0.00054819824,0.0010408786,0.00076887547,0.0004580351,0.0031730884,0.00009162387],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009599018,0.00089568365,0.0037860342,0.0022119237,0.00021143141,5.592225e-7,0.70253175,1.7573168e-8,0.0000018361,0.08252768,0.030097194,0.17763989],"study_design_scores_gemma":[0.0041691675,0.004138289,0.0046704975,0.00036466538,0.000006287997,0.00004467636,0.044137295,0.00008539387,0.0000073838487,0.00077699026,0.94109863,0.000500716],"about_ca_topic_score_codex":0.017508894,"about_ca_topic_score_gemma":0.0059831752,"teacher_disagreement_score":0.91100144,"about_ca_system_score_codex":0.0014969131,"about_ca_system_score_gemma":0.0046291747,"threshold_uncertainty_score":0.99964994},"labels":[],"label_agreement":null},{"id":"W2807980120","doi":"10.1037/fsh0000337","title":"Introducing supported self-management for depression to primary care in Vietnam: A feasibility study in preparation for a randomized controlled trial.","year":2018,"lang":"en","type":"article","venue":"Families Systems & Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Grand Challenges Canada","keywords":"Randomized controlled trial; Medicine; Context (archaeology); Depression (economics); Physical therapy","score_opus":0.02960957369755856,"score_gpt":0.4009258898391624,"score_spread":0.3713163161416038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807980120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8255935,0.0012978924,0.0007597841,0.00016109725,0.0026512307,0.16815425,0.00003732052,0.00009144442,0.0012534813],"genre_scores_gemma":[0.92308974,0.000023595787,0.0006680267,0.00026514515,0.0003707828,0.07494702,0.00017122741,0.000030795003,0.0004336879],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99405265,0.0019354435,0.002120942,0.00094200874,0.00027367944,0.0006752709],"domain_scores_gemma":[0.9977722,0.0007021575,0.00059590244,0.0006138364,0.0001627516,0.0001531328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006256554,0.00030024402,0.002174981,0.0004463165,0.00029761108,0.000046787507,0.00018858927,0.000114245246,0.000011532208],"category_scores_gemma":[0.000110778616,0.00023273141,0.00017091131,0.0003346091,0.000025324383,0.00010904219,0.000053726686,0.00009349047,0.000013299707],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94524366,0.0022255005,0.010053253,0.0021496227,0.00015031472,0.0000023313232,0.036055088,0.000020838093,0.0000029674588,0.00011119854,0.0008755419,0.0031096821],"study_design_scores_gemma":[0.9630568,0.0051959855,0.009490423,0.0003831063,0.00008702299,7.52042e-7,0.020602938,0.0005842489,0.0000024396356,0.000022986187,0.00038711244,0.00018618035],"about_ca_topic_score_codex":0.0030406332,"about_ca_topic_score_gemma":0.0065088156,"teacher_disagreement_score":0.09749623,"about_ca_system_score_codex":0.001453135,"about_ca_system_score_gemma":0.00018067095,"threshold_uncertainty_score":0.94905114},"labels":[],"label_agreement":null},{"id":"W2808101828","doi":"10.1097/jxx.0000000000000052","title":"Screening for depression: Review of the Patient Health Questionnaire-9 for nurse practitioners","year":2018,"lang":"en","type":"article","venue":"Journal of the American Association of Nurse Practitioners","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"CINAHL; Medicine; MEDLINE; Nurse practitioners; Depression (economics); Patient Health Questionnaire; Health care; Nursing; Family medicine; Psychiatry; Depressive symptoms; Psychological intervention; Anxiety","score_opus":0.027593983617817838,"score_gpt":0.414866582751941,"score_spread":0.38727259913412315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808101828","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3385164,0.014625139,0.019681182,0.586726,0.020060152,0.012148159,0.0009323785,0.00007282524,0.0072377357],"genre_scores_gemma":[0.9825731,0.0010029102,0.0057476074,0.009026327,0.0005587689,0.00015262878,0.00002002874,0.000031701118,0.0008869072],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99750334,0.0006488012,0.00096115924,0.00013932225,0.00052359584,0.00022377195],"domain_scores_gemma":[0.98654205,0.0005588625,0.011686379,0.0002595717,0.0008731929,0.000079965845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015066849,0.0001245067,0.00043762397,0.00008765674,0.00038303513,0.000012302525,0.00025876725,0.000045987585,0.00006947607],"category_scores_gemma":[0.0011586264,0.00007823782,0.00037332374,0.00038252067,0.00016958619,0.00030595483,0.000015145522,0.00018701598,0.0000024951946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027426262,0.002046335,0.058550213,0.001357838,0.0011630136,7.565005e-7,0.0040080836,0.00005020476,0.0003069578,0.0021691918,0.7504508,0.177154],"study_design_scores_gemma":[0.0124728205,0.010868284,0.58030266,0.038728546,0.0025003247,0.00020937693,0.024894716,0.0001745491,0.005119144,0.0027585633,0.32111695,0.0008540492],"about_ca_topic_score_codex":0.00014110153,"about_ca_topic_score_gemma":0.000019206918,"teacher_disagreement_score":0.64405674,"about_ca_system_score_codex":0.000506625,"about_ca_system_score_gemma":0.00020580424,"threshold_uncertainty_score":0.31904456},"labels":[],"label_agreement":null},{"id":"W2808443829","doi":"10.3390/ijerph15061279","title":"The Role of Communities in Mental Health Care in Low- and Middle-Income Countries: A Meta-Review of Components and Competencies","year":2018,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":354,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"University of Toronto; National Institute of Mental Health; Medical Research Council; National Institute for Health and Care Research; Medical Psychiatry Alliance; Wellcome Trust","keywords":"Low and middle income countries; Mental health; Meta-analysis; Psychology; Mental health care; MEDLINE; Environmental health; Medicine; Psychiatry; Developing country; Economic growth; Political science; Economics","score_opus":0.19372743502861306,"score_gpt":0.4771310864966646,"score_spread":0.2834036514680515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808443829","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022144232,0.97416383,1.7655886e-7,0.0019815955,0.00015404496,0.0009163237,0.0005049063,0.000001053396,0.00013383302],"genre_scores_gemma":[0.056076746,0.9434357,0.000030198284,0.00020131182,0.000042196738,0.000044354107,0.00012742191,0.000015028581,0.000027038506],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99470603,0.001899162,0.0017577757,0.00018526152,0.00097121584,0.0004805429],"domain_scores_gemma":[0.99714863,0.0010644294,0.0012016611,0.00019371974,0.000090923735,0.0003006375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00473455,0.00023019277,0.0014233851,0.0006059745,0.000211116,0.000052935447,0.0005738847,0.00008116983,0.00020645239],"category_scores_gemma":[0.000039654737,0.00014755226,0.00012727042,0.00014678747,0.0009932722,0.00018239343,0.00035691547,0.0006195124,0.0000027158876],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031935368,0.0011714885,0.010505645,0.061727323,0.0015560773,0.000022434548,0.010947057,1.4767994e-8,1.3929458e-7,0.001764946,0.000121629,0.9118639],"study_design_scores_gemma":[0.0016420237,0.0021583722,0.007729132,0.0816762,0.000050126753,0.0002709197,0.016521627,0.0000020460989,4.1987985e-7,0.00019497526,0.8895925,0.00016164083],"about_ca_topic_score_codex":0.0022898004,"about_ca_topic_score_gemma":0.000995319,"teacher_disagreement_score":0.9117023,"about_ca_system_score_codex":0.00073904893,"about_ca_system_score_gemma":0.00041218853,"threshold_uncertainty_score":0.6017006},"labels":[],"label_agreement":null},{"id":"W2809500543","doi":"10.1177/0706743718784941","title":"Does Introducing Public Funding for Allied Health Psychotherapy Lead to Reductions in Private Insurance Claims? Lessons for Canada from the Australian Experience","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Canadian Psychological Association","keywords":"Health insurance; Public health; Public health insurance; Psychotherapist; Psychology; Medicine; Business; Psychiatry; Political science; Nursing; Health care; Law","score_opus":0.08073411744796431,"score_gpt":0.39489425687848795,"score_spread":0.3141601394305236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809500543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56479937,0.0003150954,0.0002281527,0.4238731,0.00987263,0.00069381593,0.00018956256,0.0000033270785,0.000024935725],"genre_scores_gemma":[0.9835853,0.000020824646,0.004105467,0.00863499,0.002991704,0.0001393379,0.000011117952,0.00002842507,0.00048283665],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980976,0.00014780583,0.00059358816,0.00027215382,0.00014578873,0.0007430483],"domain_scores_gemma":[0.99844605,0.00015379564,0.00039497283,0.00041830464,0.00010299771,0.00048390627],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007248057,0.00016757807,0.0002544755,0.00014678575,0.001354218,0.00011500712,0.00072319154,0.000061090905,0.00019312918],"category_scores_gemma":[0.000027545006,0.00009165663,0.00007139904,0.0003573226,0.0001383808,0.00013245907,0.0000046744526,0.0002634501,0.0000036390798],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011589525,0.00020521811,0.26612023,0.00006580615,0.0004213288,0.000005979121,0.042375084,0.000040164203,0.00012122134,0.12158685,0.49274674,0.075152434],"study_design_scores_gemma":[0.0037775903,0.000991261,0.6797711,0.00047107498,0.000033675267,0.00004173613,0.02042929,0.000009274934,0.00012369188,0.05795621,0.235941,0.0004540535],"about_ca_topic_score_codex":0.8099984,"about_ca_topic_score_gemma":0.99888057,"teacher_disagreement_score":0.41878593,"about_ca_system_score_codex":0.0005722818,"about_ca_system_score_gemma":0.0025888197,"threshold_uncertainty_score":0.9999459},"labels":[],"label_agreement":null},{"id":"W2809518121","doi":"10.1016/j.cct.2018.06.009","title":"Study protocol: Mobilizing Asian men in Canada to reduce stigma of mental illness","year":2018,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Calgary; Toronto Western Hospital; Wellesley Institute; Toronto Metropolitan University","funders":"","keywords":"Psychological intervention; Mental illness; Stigma (botany); Mental health; Medicine; Empowerment; Population; Gerontology; Psychiatry; Clinical psychology; Environmental health","score_opus":0.44686226848342914,"score_gpt":0.5858290796302901,"score_spread":0.13896681114686094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809518121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8091713,0.00004074281,0.0000018811073,0.0008776551,0.002030795,0.15361834,0.000058972877,0.000023857621,0.03417641],"genre_scores_gemma":[0.9452611,9.063246e-7,0.000039808747,0.00038886265,0.0005190831,0.053035684,0.000010552182,0.00002554533,0.00071841315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9910203,0.0040904055,0.0034918275,0.0006690509,0.00034821892,0.00038018386],"domain_scores_gemma":[0.9964776,0.0016863899,0.00081434246,0.00060278835,0.000074464,0.00034443208],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009134609,0.0002443821,0.0014122846,0.00011842189,0.000120428966,0.000017772598,0.00044976088,0.000121749115,0.0010187896],"category_scores_gemma":[0.000995352,0.00019263907,0.00013651136,0.0003573394,0.00010553486,0.000120708806,0.00014946911,0.0002128313,0.0000764125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013393491,0.0043445276,0.71266204,0.00006553561,0.00030036486,0.0002097972,0.003669512,1.7322022e-7,0.00007636357,0.000114751034,0.07030686,0.19485658],"study_design_scores_gemma":[0.05985991,0.010968009,0.83680195,0.0005734181,0.000071610346,0.0000052973396,0.040174384,0.000008635856,0.0025418755,0.000308454,0.047824286,0.00086216955],"about_ca_topic_score_codex":0.5535808,"about_ca_topic_score_gemma":0.34014553,"teacher_disagreement_score":0.21343526,"about_ca_system_score_codex":0.00022874589,"about_ca_system_score_gemma":0.00093301455,"threshold_uncertainty_score":0.99989444},"labels":[],"label_agreement":null},{"id":"W2810022433","doi":"10.1186/s13012-018-0785-y","title":"Contextualization of psychological treatments for government health systems in low-resource settings: group interpersonal psychotherapy for caregivers of children with nodding syndrome in Uganda","year":2018,"lang":"en","type":"article","venue":"Implementation Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Ministry of Health, Uganda; Grand Challenges Canada","keywords":"Government (linguistics); Public health; Medicine; Nursing; Documentation; Medical education; Contextualization; Health administration; Health services research; Interpersonal communication; Formative assessment; Psychology; Social psychology; Pedagogy","score_opus":0.059500018497882376,"score_gpt":0.4713577880093127,"score_spread":0.4118577695114303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810022433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914227,0.00007627028,0.00470727,0.00015841494,0.00018033327,0.0030193557,0.00034382907,0.0000078071935,0.00008397994],"genre_scores_gemma":[0.998418,0.000007847551,0.00078851945,0.00020055933,0.000018564087,0.0004505507,0.00007822747,0.000010208488,0.000027529019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823487,0.00007119705,0.0005640065,0.00041590488,0.0003614423,0.00035256788],"domain_scores_gemma":[0.99913025,0.000099184785,0.0005029324,0.00014351116,0.00006128851,0.000062842766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007882446,0.00012493171,0.00025500898,0.00017536231,0.00012643864,0.000020167898,0.00020200621,0.000031656244,0.000061418155],"category_scores_gemma":[0.0000064571736,0.00010129672,0.000031439846,0.00044893046,0.00021975425,0.00018893706,0.000009323843,0.000028981296,7.827834e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039636577,0.0019181974,0.83774185,0.0002483488,0.0001476656,0.0000022105457,0.044268765,0.000030661864,0.0024357543,0.008120919,0.00055456004,0.1005674],"study_design_scores_gemma":[0.031077394,0.013430377,0.9066739,0.0006882785,0.000028596738,0.00003117248,0.044559155,0.00052239216,0.0024175788,0.0000983551,0.00016781308,0.00030495823],"about_ca_topic_score_codex":0.00073821325,"about_ca_topic_score_gemma":0.0005399494,"teacher_disagreement_score":0.10026244,"about_ca_system_score_codex":0.0003502386,"about_ca_system_score_gemma":0.0000349165,"threshold_uncertainty_score":0.41307604},"labels":[],"label_agreement":null},{"id":"W2810471702","doi":"10.1007/978-3-319-89842-1_13","title":"Self-Stigma in Youth: Prevention, Intervention, and the Relevance for Schools","year":2018,"lang":"en","type":"book-chapter","venue":"Plenum series on human exceptionality","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Psychology; Mental health; Stigma (botany); Psychological intervention; Intervention (counseling); Psychological resilience; Distress; Clinical psychology; Emotional distress; Developmental psychology; Psychotherapist; Psychiatry; Anxiety","score_opus":0.09603140739895664,"score_gpt":0.3970486296700023,"score_spread":0.30101722227104566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810471702","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41153502,0.007356978,0.0003144556,0.005738145,0.005277363,0.018139856,0.006520148,0.0006418231,0.5444762],"genre_scores_gemma":[0.24858525,0.0003417752,0.00028584633,0.00041100985,0.0015024951,0.0011877051,0.002606932,0.000096664175,0.7449823],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978749,0.00017344533,0.0007579632,0.00065060845,0.00025395237,0.0002891114],"domain_scores_gemma":[0.99857545,0.00021505845,0.0004949242,0.00050468236,0.00013535061,0.00007454622],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00091747113,0.00036125001,0.00046204022,0.00010774889,0.0005228711,0.00006628386,0.00026435766,0.00028821392,0.0053505045],"category_scores_gemma":[0.000039957275,0.00028845295,0.00023214203,0.0000307627,0.00040006696,0.00017485823,0.00008455998,0.0003586497,0.0003061665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023806822,0.00040720185,0.0011100285,0.00053873897,0.0002815759,0.0000029331875,0.003242646,1.5236441e-7,5.294121e-7,0.9780563,0.010706934,0.0032722957],"study_design_scores_gemma":[0.007438256,0.00091532234,0.028533265,0.0009725571,0.00018359983,0.000008845988,0.00062325527,0.0000014639645,0.000003525489,0.8639925,0.09681508,0.0005123498],"about_ca_topic_score_codex":0.00008709879,"about_ca_topic_score_gemma":0.0006623276,"teacher_disagreement_score":0.20050612,"about_ca_system_score_codex":0.00018544974,"about_ca_system_score_gemma":0.000022081713,"threshold_uncertainty_score":0.9999568},"labels":[],"label_agreement":null},{"id":"W2811354047","doi":"10.1176/appi.ps.69701","title":"Concerns About the headspace Model of Youth Mental Health Services","year":2018,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); Mental health care; Intervention (counseling); Psychiatry; Psychology; Medicine","score_opus":0.04595357679873832,"score_gpt":0.3646307561891979,"score_spread":0.3186771793904596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811354047","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07282944,0.056785487,0.00002226066,0.8197027,0.013376805,0.0043107294,0.0059482236,0.0003223274,0.026702046],"genre_scores_gemma":[0.09118266,0.0012220452,0.00039951035,0.884392,0.010373392,0.00021482033,0.0030216947,0.00020307241,0.0089908],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955446,0.00037907885,0.00111314,0.0010336292,0.0007939955,0.0011355393],"domain_scores_gemma":[0.99643695,0.00009911412,0.0017592683,0.0014206963,0.00011473961,0.00016922619],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004188642,0.0007635489,0.0009574291,0.00028377096,0.00072667986,0.00009634792,0.0018446329,0.0007415502,0.001092681],"category_scores_gemma":[3.5026932e-7,0.00052754226,0.0003281637,0.00054532965,0.00017138144,0.00017149115,0.00020713938,0.0010210052,0.00053905905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002797635,0.0004051735,0.005146164,0.007187016,0.0007329308,0.000004673109,0.045427576,0.000009649981,8.0918994e-7,0.00024019585,0.9392383,0.0013277362],"study_design_scores_gemma":[0.005790651,0.0016714884,0.003288532,0.0010375445,0.0012430454,0.000034089375,0.02800517,0.0028676998,0.000012845484,0.0014129304,0.9527769,0.001859124],"about_ca_topic_score_codex":0.0140570495,"about_ca_topic_score_gemma":0.0012430429,"teacher_disagreement_score":0.064689316,"about_ca_system_score_codex":0.00011246399,"about_ca_system_score_gemma":0.0001335923,"threshold_uncertainty_score":0.9998205},"labels":[],"label_agreement":null},{"id":"W283614240","doi":"10.1177/070674371405901s07","title":"Stigma in Canada: Results from a Rapid Response Survey","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; Mental Health Commission of Canada; Queen's University","funders":"Health Canada; Mental Health Commission","keywords":"Mental health; Stigma (botany); Mental illness; Psychology; Psychiatry; Population; Public health; Descriptive statistics; Depression (economics); Medicine; Clinical psychology; Environmental health; Nursing","score_opus":0.03547482647545745,"score_gpt":0.30153177185809726,"score_spread":0.2660569453826398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W283614240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96871334,0.0014617051,0.0000026655196,0.021473425,0.0055850237,0.00012696667,0.00030395747,0.0000019590175,0.0023309265],"genre_scores_gemma":[0.9971663,0.0000050553776,0.00013047928,0.001935487,0.00038320766,0.0000024478686,0.000016648379,0.000015118125,0.00034530764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971612,0.0014528431,0.000634493,0.00014957316,0.00018696873,0.00041488415],"domain_scores_gemma":[0.99792695,0.0007725753,0.00035817936,0.0003589816,0.00005708413,0.000526234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028016295,0.00012977113,0.00023720272,0.0001794163,0.00024045719,0.000031195777,0.0004889459,0.00006807137,0.00069845695],"category_scores_gemma":[0.00020587111,0.00009211434,0.000047646445,0.00023906045,0.000053992615,0.000052282085,0.000007134445,0.00038832874,0.000041650706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048453496,0.00004172931,0.8457517,0.000004350112,0.00008485383,0.0001322343,0.0013528625,0.000020909905,0.0000013160394,0.0009959796,0.13439612,0.01237259],"study_design_scores_gemma":[0.0021342188,0.00013821051,0.98901933,0.00006341404,0.000013707559,0.000029774032,0.00052753877,0.000008307752,0.0000020014736,0.0015646572,0.0064039016,0.000094906056],"about_ca_topic_score_codex":0.99908316,"about_ca_topic_score_gemma":0.9999877,"teacher_disagreement_score":0.14326765,"about_ca_system_score_codex":0.0006832417,"about_ca_system_score_gemma":0.0075372565,"threshold_uncertainty_score":0.9980891},"labels":[],"label_agreement":null},{"id":"W28374480","doi":"10.1177/070674371205700907","title":"The Distribution of Mental Health Service Costs for Depression in the Alberta Population","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Northern Alberta Institute of Technology; University of Alberta; Alberta Health Services","funders":"","keywords":"Decile; Mental health; Depression (economics); Medicine; Health care; Population; Total cost; Demography; Percentile; Public health; Psychiatry; Gerontology; Environmental health; Business; Nursing; Statistics; Economics","score_opus":0.024556277719670918,"score_gpt":0.35409243506872085,"score_spread":0.32953615734904995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W28374480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8996621,0.0059171054,0.0000144711585,0.08955286,0.003622978,0.00065265043,0.0000736053,0.0000010611317,0.0005031964],"genre_scores_gemma":[0.9979981,0.000017206636,0.000041292064,0.0014487295,0.00033834824,0.000014435829,0.00006588955,0.000007053902,0.00006890437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988267,0.00027971345,0.0003912187,0.000052778312,0.0001256203,0.00032399496],"domain_scores_gemma":[0.9990503,0.00015780485,0.00041680163,0.00017724402,0.000035394685,0.00016242196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012853909,0.00007515659,0.000110572226,0.00003969312,0.0006899585,0.000021919384,0.0003042872,0.000045390556,0.000034051038],"category_scores_gemma":[0.000012800211,0.000035856378,0.000057075933,0.00015549747,0.000029104458,0.00010761847,0.0000050939034,0.00015553256,0.000004655131],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023087411,0.000103367776,0.9145309,0.000029859737,0.000035535133,2.392707e-7,0.00416644,0.0000035977625,6.270936e-7,0.032971438,0.03414728,0.013779877],"study_design_scores_gemma":[0.0008876104,0.00012409006,0.98611146,0.00010870946,0.000020996988,0.000057218134,0.0031155741,0.000012738824,0.0000026679133,0.0019484732,0.007563032,0.000047398524],"about_ca_topic_score_codex":0.17224081,"about_ca_topic_score_gemma":0.8140524,"teacher_disagreement_score":0.6418116,"about_ca_system_score_codex":0.00023615564,"about_ca_system_score_gemma":0.0002036118,"threshold_uncertainty_score":0.8332713},"labels":[],"label_agreement":null},{"id":"W2884347262","doi":"10.1136/ebmh.5.4.106","title":"Review: primary care counselling improves short term but not long term psychological symptoms in patients with psychological and psychosocial problems","year":2002,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychosocial; Term (time); Clinical psychology; Psychotherapist; Psychology; Medicine; Primary care; Psychological trauma; Psychiatry; Family medicine","score_opus":0.05983886429340887,"score_gpt":0.3719017191457952,"score_spread":0.3120628548523863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884347262","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76011604,0.13095762,0.000014541527,0.090677746,0.0026452756,0.014063446,0.0005873054,0.00026698812,0.00067100907],"genre_scores_gemma":[0.30029157,0.045026667,0.00024489212,0.64486974,0.0015791063,0.002010076,0.005320499,0.00021809622,0.0004393599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99080545,0.0009992144,0.0019678036,0.0027935887,0.0013716451,0.002062279],"domain_scores_gemma":[0.9969492,0.0002912231,0.0009702283,0.0011403451,0.00012444954,0.00052454247],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00080667116,0.0013743216,0.002001758,0.00040579913,0.0006470875,0.0001415581,0.00087018125,0.0013235147,0.0005676219],"category_scores_gemma":[0.000008516299,0.0010520297,0.000264731,0.00053148303,0.00054122315,0.00038611263,0.00007526469,0.003144246,0.00012272115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027615335,0.0032269496,0.38095376,0.021182703,0.000145758,0.0003550011,0.0014452043,3.1226782e-7,0.000006736339,0.000004231093,0.24956135,0.34035647],"study_design_scores_gemma":[0.0074443077,0.009246565,0.9271835,0.04744755,0.00015520562,0.000049186277,0.000047858608,0.0000012177766,0.0000034990069,0.000009074915,0.0068830396,0.0015290007],"about_ca_topic_score_codex":0.00017031039,"about_ca_topic_score_gemma":0.000058894002,"teacher_disagreement_score":0.554192,"about_ca_system_score_codex":0.001659782,"about_ca_system_score_gemma":0.00011005339,"threshold_uncertainty_score":0.999973},"labels":[],"label_agreement":null},{"id":"W2884908921","doi":"10.1177/0706743718787792","title":"Mental Health Service Utilization in Depressed Canadian Armed Forces Personnel","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Canadian Armed Forces; University of Ottawa","funders":"Canada Research Chairs","keywords":"Specialty; Mental health; Health care; Medicine; Depression (economics); Poisson regression; Psychiatry; Military personnel; Military service; Family medicine; Psychology; Population; Environmental health","score_opus":0.04847347978775082,"score_gpt":0.34964187835606114,"score_spread":0.30116839856831035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884908921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88198674,0.0031368462,0.00000697754,0.099089466,0.006439398,0.00045377846,0.00007034936,0.0000060248713,0.008810399],"genre_scores_gemma":[0.98725384,0.000015842936,0.00020659473,0.011478661,0.00069185696,0.000006209739,0.000018594052,0.000020736894,0.0003076375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984486,0.0001892394,0.00044398694,0.00014643886,0.00014612914,0.00062562444],"domain_scores_gemma":[0.9984448,0.000019701829,0.00028662055,0.00021127422,0.00009014621,0.00094746565],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054279465,0.00014045622,0.0001947703,0.00042848272,0.0008992761,0.0000570733,0.0004226809,0.00008844033,0.0016857258],"category_scores_gemma":[0.000007227933,0.00010766262,0.000053468913,0.0004419319,0.00009197959,0.00013353169,0.0000055949736,0.00024778946,0.00010465767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025859536,0.00012690708,0.8061804,0.000080775586,0.00015951587,0.000050569706,0.058336966,0.000010648557,0.000002570313,0.015586127,0.10419677,0.015010157],"study_design_scores_gemma":[0.0047808993,0.0010345267,0.90943116,0.0005393571,0.000053239506,0.0004926917,0.03928932,0.00021063938,0.00001785935,0.00588146,0.03783974,0.00042909116],"about_ca_topic_score_codex":0.90817267,"about_ca_topic_score_gemma":0.9995857,"teacher_disagreement_score":0.1052671,"about_ca_system_score_codex":0.00061802653,"about_ca_system_score_gemma":0.0033043253,"threshold_uncertainty_score":0.99922687},"labels":[],"label_agreement":null},{"id":"W2885411848","doi":"10.1007/s00127-018-1567-1","title":"Patterns of concordances in mhGAP-IG screening and DSM-IV/ICD10 diagnoses by trained community service providers in Kenya: a pilot cross-sectional study","year":2018,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Concordance; Mental health; Medicine; Medical diagnosis; Family medicine; Psychiatry; Psychological intervention; Internal medicine; Pathology","score_opus":0.10815807186809054,"score_gpt":0.4377313998570785,"score_spread":0.329573327988988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885411848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989052,0.0031541956,0.00006576198,0.0033592498,0.002112826,0.0012591288,0.0001486976,0.000039442213,0.0008086886],"genre_scores_gemma":[0.99624777,0.00013649269,0.00033485572,0.0022242025,0.0006876765,0.00020822947,0.00006688885,0.000027561042,0.000066298446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99384224,0.0031989382,0.0014502999,0.00067483995,0.00013796375,0.0006956945],"domain_scores_gemma":[0.997022,0.001857699,0.0006351207,0.00027412016,0.0000663949,0.00014468422],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031591335,0.0003688263,0.0009136541,0.00029037788,0.0007676477,0.000023075552,0.0003249937,0.00033651444,0.0001658606],"category_scores_gemma":[0.00010920559,0.00035028925,0.00008019398,0.00064183044,0.00039610607,0.00020876537,0.00010348083,0.00082049816,0.0000062892514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015958865,0.0024540725,0.9857883,0.00022040548,0.0001033102,0.0000018979492,0.005036823,8.186059e-7,0.0000021894539,0.0013195712,0.00091946305,0.002557281],"study_design_scores_gemma":[0.00712815,0.003044741,0.9724623,0.0000420403,0.00003679375,0.00000965399,0.010344819,0.00001498644,3.809759e-7,0.0065567573,0.0000860981,0.00027328718],"about_ca_topic_score_codex":0.044490464,"about_ca_topic_score_gemma":0.054851245,"teacher_disagreement_score":0.013325989,"about_ca_system_score_codex":0.00004206944,"about_ca_system_score_gemma":0.000060965765,"threshold_uncertainty_score":0.9998949},"labels":[],"label_agreement":null},{"id":"W2885523216","doi":"10.1177/0706743718792193","title":"Mental Health Stigma: Explicit and Implicit Attitudes of Canadian Undergraduate Students, Medical School Students, and Psychiatrists","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; McMaster University; McGill University; Impact","funders":"Mental Health Commission; McMaster University","keywords":"Mental illness; Implicit-association test; Stigma (botany); Psychology; Clinical psychology; Implicit attitude; Mental health; Demographics; Psychiatry; Social psychology","score_opus":0.027139164726934416,"score_gpt":0.3828375290797697,"score_spread":0.3556983643528353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885523216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9116755,0.0116230035,0.0000039156776,0.07144151,0.0037506898,0.00050615583,0.00009059607,0.0000059533204,0.0009026483],"genre_scores_gemma":[0.99258226,0.0007188501,0.00032361207,0.005069093,0.00088584895,0.000007848156,0.000007197006,0.000031627475,0.00037367133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971952,0.00025600594,0.0008595804,0.00028355824,0.00067647075,0.0007292068],"domain_scores_gemma":[0.995312,0.000046482004,0.0005305701,0.00033376119,0.0001023771,0.003674843],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013036671,0.00025937674,0.00045823216,0.00078070856,0.001205069,0.00013173446,0.00088870875,0.0001523733,0.0009261616],"category_scores_gemma":[0.000027296044,0.00019257466,0.00008156527,0.00042782706,0.0004020659,0.00013113428,0.000054072436,0.00047406653,0.00003096654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009233574,0.00013591304,0.9320158,0.00005496909,0.00031302334,0.0000210221,0.0012057429,5.4500745e-8,6.8366836e-7,0.01111418,0.05232411,0.0027222196],"study_design_scores_gemma":[0.0026254924,0.0009905415,0.9861277,0.00033090933,0.000068222995,0.0005566727,0.0014724198,9.247871e-7,0.0000018224359,0.0028068658,0.0048360005,0.00018243375],"about_ca_topic_score_codex":0.6791156,"about_ca_topic_score_gemma":0.98776203,"teacher_disagreement_score":0.3086465,"about_ca_system_score_codex":0.00032104214,"about_ca_system_score_gemma":0.0036010763,"threshold_uncertainty_score":0.9999871},"labels":[],"label_agreement":null},{"id":"W2885857925","doi":"10.4103/psychiatry.indianjpsychiatry_434_17","title":"Mental Hospitals in India: Reforms for the future","year":2018,"lang":"en","type":"review","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Lawson Health Research Institute","funders":"","keywords":"Mental health; Psychosocial; Workforce; Government (linguistics); Commission; Mental illness; Stigma (botany); Medicine; Modernization theory; Accountability; Political science; Economic growth; Nursing; Psychiatry; Public relations","score_opus":0.026491068035543474,"score_gpt":0.3990924331536891,"score_spread":0.3726013651181456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885857925","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054101116,0.9643683,0.0000021646451,0.0010619119,0.030999651,0.0017416037,0.00016156219,0.00000674554,0.0011170687],"genre_scores_gemma":[0.00013301747,0.9884426,0.00037936808,0.00033107717,0.009967161,0.00016805176,0.000048215657,0.000075448166,0.00045504532],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971807,0.00017261009,0.0015490039,0.00028940526,0.00026969376,0.000538581],"domain_scores_gemma":[0.9971967,0.00015115521,0.0019903467,0.0004255107,0.00005208117,0.00018425832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096485176,0.000439637,0.0012802252,0.00049350434,0.00024003182,0.000058559304,0.0010000872,0.0005525616,0.0005531445],"category_scores_gemma":[0.0000067203764,0.00022729131,0.00088533835,0.00039777768,0.00009289488,0.0001609058,0.000040907074,0.00090224866,0.00016779317],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011960047,0.00027095526,0.001048235,0.0032722568,0.0006096167,0.000084554114,0.000981866,5.6097025e-9,1.4116833e-9,0.00087314675,0.05484925,0.9378905],"study_design_scores_gemma":[0.0014605648,0.001036963,0.0014514244,0.007575888,0.00042195915,0.0009495999,0.001596468,2.473748e-8,4.960738e-8,0.0009908677,0.9842511,0.0002651123],"about_ca_topic_score_codex":0.000008742749,"about_ca_topic_score_gemma":0.000062478,"teacher_disagreement_score":0.9376254,"about_ca_system_score_codex":0.00026268073,"about_ca_system_score_gemma":0.00038565425,"threshold_uncertainty_score":0.92686707},"labels":[],"label_agreement":null},{"id":"W2885997825","doi":"10.1186/s12913-018-3416-z","title":"Barriers and facilitators to the integration of depression services in primary care in Vietnam: a mixed methods study","year":2018,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Simon Fraser University","funders":"Simon Fraser University; Mitacs; International Development Research Centre","keywords":"Medicine; Nursing research; Psychosocial; Psychological intervention; Nursing; Government (linguistics); Thematic analysis; Descriptive statistics; Depression (economics); Health administration; Family medicine; Public health; Environmental health; Qualitative research; Psychiatry; Sociology","score_opus":0.07522163630304814,"score_gpt":0.5356598631519804,"score_spread":0.4604382268489323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885997825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918698,0.0033338913,0.00002569665,0.00020242031,0.00024429522,0.003518016,0.000024556663,0.000013925423,0.0007673696],"genre_scores_gemma":[0.9973011,0.00005115607,0.00131289,0.00047514852,0.00005221712,0.0007027975,0.000026196914,0.000015798041,0.00006272287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929877,0.0046968,0.00063606515,0.00054645183,0.0004886305,0.00064434594],"domain_scores_gemma":[0.99837047,0.00051386224,0.000112787675,0.0005228935,0.00018399685,0.0002959948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056725177,0.00015830752,0.0003530419,0.00056192937,0.00037174192,0.00003687377,0.0004803255,0.000105026375,0.00009961608],"category_scores_gemma":[0.000015800118,0.000107131294,0.000021921576,0.0012805386,0.00008006071,0.00015256519,0.00031926433,0.00034693742,0.000033809425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084820105,0.00014221984,0.6622788,0.0017864709,0.0000063981224,0.00000195933,0.16981319,0.000001260681,0.000045858553,0.00001421139,0.000010313601,0.16505118],"study_design_scores_gemma":[0.0009882242,0.0010355302,0.7175702,0.00041037105,0.0000018432404,5.565617e-7,0.2793853,0.0001313278,0.00009090958,0.000027702501,0.0003017116,0.000056350484],"about_ca_topic_score_codex":0.026870225,"about_ca_topic_score_gemma":0.15639666,"teacher_disagreement_score":0.16499482,"about_ca_system_score_codex":0.00032975065,"about_ca_system_score_gemma":0.00018486733,"threshold_uncertainty_score":0.9796099},"labels":[],"label_agreement":null},{"id":"W2886603614","doi":"10.1007/s10903-018-0809-3","title":"Arab Men and Women’s Conceptualization of Mental Health and Depression: A Qualitative Study from the Middle East","year":2018,"lang":"en","type":"article","venue":"Journal of Immigrant and Minority Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Qatar National Research Fund; American Heart Association","keywords":"Conceptualization; Public health; Mental health; Depression (economics); Psychology; Qualitative research; Middle East; Psychiatry; Clinical psychology; Medicine; Sociology; Political science; Social science; Nursing","score_opus":0.07395240265160509,"score_gpt":0.4003840540521308,"score_spread":0.3264316514005257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886603614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768094,0.020062935,0.000022115568,0.0019991095,0.00032034508,0.00060470664,0.0000781313,0.0000039178144,0.00009932906],"genre_scores_gemma":[0.9977237,0.0010097222,0.00009572193,0.00081534614,0.00023220181,0.000011184157,0.000009432722,0.0000065797267,0.00009613231],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997824,0.0007955346,0.00069401355,0.00019374544,0.0002304073,0.0002622894],"domain_scores_gemma":[0.998461,0.00018807208,0.0008309121,0.000115397495,0.00009025263,0.00031433476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013159995,0.00013995644,0.0004686254,0.000066529035,0.00043243027,0.000022989696,0.00008649189,0.000043116677,0.00006520959],"category_scores_gemma":[0.000020733854,0.00008707968,0.000026472953,0.00009593394,0.00022754564,0.00013398677,0.000042374846,0.00014779023,0.000001121961],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010031529,0.0005050565,0.08095579,0.00007906442,0.00011267322,0.0000026950347,0.8852045,6.5716868e-9,0.000009961466,0.0001262418,0.00224449,0.029756362],"study_design_scores_gemma":[0.00450779,0.0044231922,0.14428832,0.00020426772,0.00001989835,0.00003884508,0.84570324,0.0000072606617,0.0000091142465,0.0002189925,0.00049991946,0.000079168676],"about_ca_topic_score_codex":0.009005367,"about_ca_topic_score_gemma":0.0011911084,"teacher_disagreement_score":0.06333252,"about_ca_system_score_codex":0.00008773661,"about_ca_system_score_gemma":0.00009649008,"threshold_uncertainty_score":0.99759376},"labels":[],"label_agreement":null},{"id":"W2886705318","doi":"10.1186/s13033-018-0223-1","title":"Forty years without mental hospitals in Italy","year":2018,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Population; Public health; Health administration; Medicine; Health care; Mental illness; Psychiatry; Environmental health; Nursing; Political science; Law","score_opus":0.03410422692751606,"score_gpt":0.43483521666219405,"score_spread":0.40073098973467797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886705318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732875,0.002015972,0.000025123822,0.0016054445,0.018498516,0.000614869,0.00008006339,0.0000138528085,0.0038586208],"genre_scores_gemma":[0.9966386,0.00010976961,0.00010948248,0.00073226955,0.0013200414,0.000021247166,0.00003256049,0.000022372762,0.0010136814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973035,0.0001772682,0.001198768,0.00020607321,0.00073764165,0.00037678823],"domain_scores_gemma":[0.9985645,0.000036555288,0.0008963934,0.00013137616,0.0001422753,0.00022890212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009355502,0.00016162026,0.00037095847,0.0003583228,0.00009030368,0.000060487386,0.00046647052,0.00007404375,0.00044152327],"category_scores_gemma":[0.0000072277176,0.00014048418,0.0001013231,0.00012523627,0.000078654484,0.00031615703,0.00005807794,0.00019419967,0.0002488813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024736885,0.0018057236,0.8324653,0.00011659408,0.00062347524,0.0004246068,0.019347334,0.0000035354626,0.00014520816,0.0020023354,0.065966375,0.07462582],"study_design_scores_gemma":[0.01829552,0.005884383,0.88844246,0.0029687819,0.000023168715,0.0031683035,0.015027923,0.00019394128,0.00025754547,0.0003159136,0.064817086,0.00060495443],"about_ca_topic_score_codex":0.0014933444,"about_ca_topic_score_gemma":0.00014899473,"teacher_disagreement_score":0.07402087,"about_ca_system_score_codex":0.00096995337,"about_ca_system_score_gemma":0.0000943223,"threshold_uncertainty_score":0.5728779},"labels":[],"label_agreement":null},{"id":"W2886772873","doi":"10.1177/0706743718772520","title":"Advancing Integrated Care through Psychiatric Workforce Development: A Systematic Review of Educational Interventions to Train Psychiatrists in Integrated Care","year":2018,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Queen's University; McMaster University; University of Toronto; University of Saskatchewan; St. Michael's Hospital","funders":"American Association of Directors of Psychiatric Residency Training","keywords":"Psychological intervention; Workforce; Mental health; Medicine; MEDLINE; Medical education; Nursing; Grey literature; Health care; Quality (philosophy); Best practice; Integrated care; Psychology; Psychiatry","score_opus":0.04823182331839685,"score_gpt":0.4119804768472386,"score_spread":0.3637486535288417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886772873","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010684381,0.9832665,0.000044531447,0.001548115,0.008285943,0.0041877246,0.0003051496,0.000008793261,0.0022464537],"genre_scores_gemma":[0.0006145268,0.9855074,0.009718846,0.0009853423,0.00087187765,0.0006316366,0.0006590244,0.00017007261,0.00084123155],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99230826,0.001280748,0.004656623,0.0005023819,0.0004420208,0.0008099947],"domain_scores_gemma":[0.994156,0.00023375175,0.003416101,0.0008392576,0.00071429915,0.0006405988],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013219193,0.0007707113,0.0030107656,0.0015134523,0.00046542005,0.0000755244,0.0017449878,0.0003997646,0.0010000197],"category_scores_gemma":[0.00021711859,0.00050946645,0.0012933236,0.0029983795,0.00013165368,0.00015884258,0.00003342351,0.001219878,0.00018917347],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030383877,0.00016345031,0.00060697284,0.9391772,0.00048271372,0.000010928437,0.006697345,8.034253e-7,1.6407892e-9,0.0030217601,0.015525269,0.03428313],"study_design_scores_gemma":[0.00051586016,0.00030892136,0.00010577867,0.8900705,0.0021802657,0.00027314792,0.006422824,5.1956643e-8,4.2499195e-8,0.00034179553,0.09932904,0.00045176383],"about_ca_topic_score_codex":0.007992151,"about_ca_topic_score_gemma":0.46726072,"teacher_disagreement_score":0.45926854,"about_ca_system_score_codex":0.0025577168,"about_ca_system_score_gemma":0.015666934,"threshold_uncertainty_score":0.9999132},"labels":[],"label_agreement":null},{"id":"W2887514393","doi":"10.22365/jpsych.2018.292.107","title":"A proposal for the implementation of Early Intervention in Psychosis (EIP) services in Greece: If not now, when?","year":2018,"lang":"en","type":"article","venue":"Psychiatriki","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosis; Intervention (counseling); Early psychosis; Psychology; Psychiatry; Computer science","score_opus":0.026270587384429646,"score_gpt":0.41319503864717905,"score_spread":0.3869244512627494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887514393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911092,0.00040299995,0.00015180663,0.0034572284,0.0019192939,0.0021420391,0.000053842403,0.000018954916,0.0007446176],"genre_scores_gemma":[0.99743253,0.000021057045,0.00093899795,0.00028764576,0.0002833352,0.00074748066,0.00003400162,0.000019921548,0.00023503313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847215,0.00011322225,0.00062257284,0.00031577062,0.00015441017,0.000321897],"domain_scores_gemma":[0.9992708,0.0000739889,0.0002846356,0.0002809493,0.000053239517,0.000036408353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053317787,0.0001464821,0.00019115584,0.0002169552,0.000095018855,0.000025024154,0.00028376808,0.00008274785,0.0007201856],"category_scores_gemma":[0.0000015820758,0.0001103699,0.000099303856,0.0003074515,0.00004812605,0.00016600762,0.000029501558,0.000098511824,0.00008059674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019800414,0.0009745764,0.7811756,0.0003675639,0.000076259304,8.287417e-7,0.011620158,2.0030747e-7,0.000052596642,0.0040656384,0.0019368472,0.19774966],"study_design_scores_gemma":[0.0061651906,0.0014120272,0.98102754,0.00010999537,0.000046882124,0.000001483813,0.0044271993,0.00006613662,0.00028798427,0.0050950376,0.0012265432,0.00013396828],"about_ca_topic_score_codex":0.00994764,"about_ca_topic_score_gemma":0.06354431,"teacher_disagreement_score":0.19985193,"about_ca_system_score_codex":0.000050612914,"about_ca_system_score_gemma":0.000016135378,"threshold_uncertainty_score":0.9966452},"labels":[],"label_agreement":null},{"id":"W2887923930","doi":"10.12688/wellcomeopenres.13746.1","title":"Provision of mental health care within primary care in Peru: A qualitative study exploring the perspectives of psychologists, primary health care providers, and patients","year":2018,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Inter-American Institute for Global Change Research; World Diabetes Foundation; National Science Foundation; Wellcome; Grand Challenges Canada; Fogarty International Center; National Institute of Mental Health; National Heart, Lung, and Blood Institute; Alliance for Health Policy and Systems Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; International Development Research Centre; Wellcome Trust; Medical Research Council","keywords":"Mental health; Referral; Focus group; Health care; Qualitative research; Nursing; Feeling; Medicine; Family medicine; Psychology; Psychiatry","score_opus":0.23582418376019976,"score_gpt":0.5413029821877049,"score_spread":0.30547879842750514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887923930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9381639,0.029514948,5.89187e-7,0.0011759641,0.00060093467,0.023780204,0.0007943588,0.000019525685,0.005949626],"genre_scores_gemma":[0.99440026,0.0008291158,0.00038217983,0.00013939533,0.000069255184,0.0027461,0.0011360832,0.000076119046,0.0002214777],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9868166,0.007534954,0.0014922832,0.0017441034,0.0014704092,0.00094167783],"domain_scores_gemma":[0.9961296,0.00040580193,0.0010014415,0.0013955445,0.0008130108,0.0002546093],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004607274,0.00050852774,0.001380719,0.00066906115,0.0007988275,0.00015611284,0.0018699694,0.00020100344,0.00006805581],"category_scores_gemma":[0.00005528156,0.00037437468,0.00010947835,0.00058802706,0.0008391683,0.00028709156,0.0039814874,0.0016183036,0.000009949786],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031158784,0.002169183,0.03512528,0.006159325,0.00013562947,0.000007682708,0.91392183,8.0073784e-7,0.0000014770743,0.00007992432,0.0010710468,0.03821195],"study_design_scores_gemma":[0.0040805927,0.008271176,0.15291737,0.0015091357,0.000010013176,9.005881e-7,0.8327937,4.6593615e-7,0.000014097818,0.000052042502,0.0001211259,0.00022934709],"about_ca_topic_score_codex":0.043817654,"about_ca_topic_score_gemma":0.0061134524,"teacher_disagreement_score":0.117792085,"about_ca_system_score_codex":0.003352418,"about_ca_system_score_gemma":0.0014631825,"threshold_uncertainty_score":0.99987084},"labels":[],"label_agreement":null},{"id":"W2888129663","doi":"10.2196/10726","title":"Identifying the Underlying Factors Associated With Patients’ Attitudes Toward Antidepressants: Qualitative and Quantitative Analysis of Patient Drug Reviews","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Escitalopram; Medicine; Sertraline; Drug; Duloxetine; Venlafaxine; Psychiatry; Clinical psychology; Multinomial logistic regression; Health care; Family medicine; Alternative medicine; Psychology; Anxiety; Antidepressant","score_opus":0.2156777728065792,"score_gpt":0.5097246910529574,"score_spread":0.2940469182463782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888129663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943503,0.0025074147,0.00003489177,0.00025000473,0.0002591388,0.0020505874,0.00024885352,0.000027071439,0.00027169872],"genre_scores_gemma":[0.99865055,0.00019355516,0.0001271374,0.00041037943,0.000009414766,0.00014531106,0.00033671438,0.0000209704,0.00010597501],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965734,0.001318707,0.0007986366,0.00046379035,0.00039345754,0.00045199998],"domain_scores_gemma":[0.9979719,0.00043633417,0.0010606841,0.00027435677,0.00010551936,0.00015120488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008111792,0.00027097916,0.0007257488,0.00024285047,0.00067747326,0.000037827773,0.00017263723,0.000050510862,0.0002043663],"category_scores_gemma":[0.00002860288,0.00016230409,0.000116939686,0.00093377306,0.0003609384,0.00022598113,0.000080671634,0.00015567447,0.000012092194],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002476386,0.0009594633,0.5639903,0.00019365612,0.0013536481,7.390348e-7,0.4243894,2.384269e-7,0.000005992041,0.0009174292,0.0009600449,0.0069814604],"study_design_scores_gemma":[0.0010787316,0.0013471361,0.9056285,0.00045649306,0.00019192351,2.0694927e-7,0.09089668,0.000017156148,0.000041987718,0.00005549316,0.00010998461,0.00017568545],"about_ca_topic_score_codex":0.0024558546,"about_ca_topic_score_gemma":0.0022791468,"teacher_disagreement_score":0.34163824,"about_ca_system_score_codex":0.00024919419,"about_ca_system_score_gemma":0.0000279148,"threshold_uncertainty_score":0.6618569},"labels":[],"label_agreement":null},{"id":"W2888906734","doi":"10.1037/int0000131","title":"Black American psychological help-seeking intention: An integrated literature review with recommendations for clinical practice.","year":2018,"lang":"en","type":"article","venue":"Journal of Psychotherapy Integration","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychology; Psychotherapist; Integrative psychotherapy; Clinical Practice; Clinical psychology; Medicine; Nursing","score_opus":0.1299558538272188,"score_gpt":0.5408702791044498,"score_spread":0.41091442527723104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888906734","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16169146,0.025084337,0.65793985,0.12837051,0.012864754,0.005014831,0.000121993195,0.00019297052,0.008719297],"genre_scores_gemma":[0.287081,0.23027281,0.3789444,0.08849623,0.009738215,0.00045501534,0.0008221611,0.0002264864,0.0039636833],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969188,0.00081280514,0.0013494313,0.0003828516,0.00026772232,0.00026837038],"domain_scores_gemma":[0.9956507,0.00031923334,0.001838497,0.00036842818,0.001629345,0.00019377192],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019788018,0.0002593954,0.0005258972,0.00021097,0.0001945986,0.0001292472,0.00031576358,0.00014970837,0.0011365216],"category_scores_gemma":[0.000116338975,0.00015768709,0.0002359559,0.0006982976,0.00027956686,0.0008026069,0.000002968449,0.000609205,0.000040701187],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00644112,0.0023453664,0.0007790104,0.00004836722,0.00029731749,0.000017931232,0.0019809222,6.521002e-8,0.000088104316,0.0022390333,0.14374089,0.8420219],"study_design_scores_gemma":[0.008330234,0.058887422,0.009783581,0.00987551,0.00051577983,0.0013136568,0.008065128,0.00012030265,0.0000888029,0.0022732231,0.90012604,0.0006203196],"about_ca_topic_score_codex":0.000016384023,"about_ca_topic_score_gemma":0.000099046425,"teacher_disagreement_score":0.8414016,"about_ca_system_score_codex":0.00007822211,"about_ca_system_score_gemma":0.00003703678,"threshold_uncertainty_score":0.9997766},"labels":[],"label_agreement":null},{"id":"W2889045226","doi":"10.1016/j.psychres.2018.08.117","title":"Changes in percentages of perceived met needs for care over time in a Canadian longitudinal cohort","year":2018,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Longitudinal study; Mental health; Cohort; Psychology; Cohort study; Multivariate analysis; Medicine; Gerontology; Demography; Psychiatry","score_opus":0.09467808721676191,"score_gpt":0.4757846520281471,"score_spread":0.3811065648113852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889045226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98145545,0.00074604526,1.5881044e-7,0.0016569288,0.0005686946,0.0015126867,0.00013308706,0.000008896315,0.013918041],"genre_scores_gemma":[0.99663055,0.000030324314,0.00012780353,0.000106330954,0.00033190037,0.00041500147,0.0000805835,0.000025560907,0.0022519336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978549,0.00023214192,0.0002558939,0.00036882627,0.00029105935,0.0009971805],"domain_scores_gemma":[0.9991373,0.0001104486,0.000037209207,0.0003330233,0.00013613391,0.000245909],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009169502,0.0001363179,0.0002647496,0.0012754492,0.00017172955,0.000020669522,0.0003097047,0.00015090214,0.0043459088],"category_scores_gemma":[0.000020426009,0.0001278257,0.00004617515,0.0007745815,0.00017541439,0.000060539664,0.000042511732,0.0002483281,0.00020147447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035740435,0.00018954418,0.98617834,0.0001419896,0.00003080315,0.000006428996,0.0051094918,5.7510082e-8,0.00007383146,0.0005948797,0.0049882676,0.0023289511],"study_design_scores_gemma":[0.0014667886,0.00086157187,0.99017304,0.0001067432,0.0000087782555,0.0000023843118,0.005570814,0.000018221524,0.000015251867,0.00017344521,0.0014941794,0.000108775326],"about_ca_topic_score_codex":0.42944634,"about_ca_topic_score_gemma":0.91235524,"teacher_disagreement_score":0.4829089,"about_ca_system_score_codex":0.00040223452,"about_ca_system_score_gemma":0.00025367635,"threshold_uncertainty_score":0.99656427},"labels":[],"label_agreement":null},{"id":"W2889063252","doi":"10.7870/cjcmh-2017-033","title":"Mental Health and Primary Care: Contributing to Mental Health System Transformation in Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mental health; Collaborative Care; Work (physics); Health care; Nursing; Primary care; Commission; Plan (archaeology); Mental health care; Medicine; Psychology; Business; Political science; Family medicine; Psychiatry; Engineering; Geography","score_opus":0.038906231160075654,"score_gpt":0.3542494658075333,"score_spread":0.31534323464745767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889063252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9254061,0.009652802,0.0000073247334,0.057347126,0.0024115825,0.001903296,0.0014881666,0.000009887819,0.001773718],"genre_scores_gemma":[0.98858935,0.00029431473,0.000072388866,0.010341589,0.00007640286,0.0000154484,0.00054108555,0.000029388995,0.000040042094],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9952116,0.0013703738,0.0014212477,0.00016929972,0.000389771,0.0014376891],"domain_scores_gemma":[0.9948753,0.00006410537,0.0012323967,0.00048303805,0.00006885651,0.0032762906],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025406017,0.00030360217,0.0008862453,0.0003634976,0.0069017396,0.00012554377,0.00069872267,0.00006950091,0.000038570848],"category_scores_gemma":[0.000012050893,0.0003110055,0.000070030655,0.00014079023,0.00008212161,0.00041552843,0.00007656993,0.0009139849,0.0000064013534],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0010446073,0.00033027033,0.15309721,0.0038505474,0.00017077662,0.00008404056,0.41103065,0.0000044300696,0.0000066781104,0.0017626709,0.032395307,0.3962228],"study_design_scores_gemma":[0.013054995,0.0042278436,0.4873185,0.0052541695,0.000011156033,0.0011251195,0.44806543,0.000032673404,0.000031787247,0.00002439885,0.040233158,0.0006207713],"about_ca_topic_score_codex":0.99259436,"about_ca_topic_score_gemma":0.9973961,"teacher_disagreement_score":0.39560205,"about_ca_system_score_codex":0.02602111,"about_ca_system_score_gemma":0.012506059,"threshold_uncertainty_score":0.9999342},"labels":[],"label_agreement":null},{"id":"W2890098543","doi":"10.1177/1363459318800167","title":"“Playing the system”: Structural factors potentiating mental health stigma, challenging awareness, and creating barriers to care for Canadian public safety personnel","year":2018,"lang":"en","type":"article","venue":"Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":150,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; Queen's University; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research; Memorial University of Newfoundland; University of Regina","keywords":"Stigma (botany); Mental health; Psychology; Psychiatry","score_opus":0.06248388376595933,"score_gpt":0.44489286896067887,"score_spread":0.38240898519471955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890098543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93178403,0.007844357,0.00047571788,0.05058683,0.003874833,0.005127752,0.0002431781,0.000023123352,0.00004016192],"genre_scores_gemma":[0.9970089,0.00009934368,0.00005356893,0.0010784677,0.0014340221,0.00019819618,0.000064374966,0.00004407559,0.000019031111],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961181,0.00063055527,0.0012556388,0.00043883055,0.00034451284,0.0012123482],"domain_scores_gemma":[0.9967385,0.00032984235,0.0009930227,0.00019040679,0.00021913263,0.0015291177],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003290891,0.00032557748,0.00090791634,0.0002362277,0.21642266,0.00007181937,0.0003180157,0.00007567516,0.00003554013],"category_scores_gemma":[0.000065735025,0.00018805468,0.00008202423,0.0002108885,0.000253987,0.00016601181,0.00013855641,0.0003575187,1.7113764e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041120365,0.00004088493,0.01336606,0.0010219958,0.000120407654,9.96157e-7,0.87852913,0.0000014291809,3.518524e-7,0.00082659815,0.00044962278,0.105231315],"study_design_scores_gemma":[0.0027489685,0.0056810426,0.068547755,0.0006454861,0.000035297984,0.000051363695,0.9212671,0.00047291876,1.3918881e-7,0.000041561587,0.00036016636,0.00014820171],"about_ca_topic_score_codex":0.24905843,"about_ca_topic_score_gemma":0.32278097,"teacher_disagreement_score":0.21616867,"about_ca_system_score_codex":0.0010782336,"about_ca_system_score_gemma":0.0007074744,"threshold_uncertainty_score":0.78459746},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2890722669","doi":"10.7870/cjcmh-2018-002","title":"Improving Mental Health Literacy in Post-Secondary Students: Field Testing the Feasibility and Potential Outcomes of a Peer-Led Approach","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; St. Francis Xavier University; Dalhousie University","funders":"","keywords":"Mental health; Mental health literacy; Medical education; Literacy; Health literacy; Psychology; Resource (disambiguation); Peer support; Medicine; Pedagogy; Mental illness; Computer science; Psychiatry; Health care; Political science","score_opus":0.07215150663844802,"score_gpt":0.41738292252114134,"score_spread":0.34523141588269335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890722669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831885,0.0022780749,0.000014312101,0.011992234,0.0008453693,0.0009688619,0.0001835412,0.0000060111074,0.0005231055],"genre_scores_gemma":[0.9930339,0.000025557907,0.0005293949,0.0061683403,0.00008072593,0.000007075352,0.00005021272,0.000017997223,0.000086808475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99601823,0.0017167946,0.0011192852,0.00014961464,0.00035981584,0.0006362729],"domain_scores_gemma":[0.99746245,0.0002986411,0.00087269227,0.000412512,0.00021409632,0.0007395798],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004060435,0.00021883054,0.0005848676,0.00031586704,0.0015787688,0.00008280382,0.00072173576,0.00007887375,0.00017214868],"category_scores_gemma":[0.00010928882,0.00016788642,0.00008972987,0.00026747573,0.00023776028,0.000294149,0.00012925282,0.0011133252,0.0000024489837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004855528,0.0011288984,0.63191366,0.00036960313,0.00012587842,0.000013494609,0.113557465,2.8255207e-7,0.000027391428,0.00010820346,0.0016558585,0.2506137],"study_design_scores_gemma":[0.0036926419,0.0041485904,0.9663152,0.00019984703,0.000011525759,0.00026784308,0.024832245,0.00003778868,0.000013600708,0.00013587465,0.0002110879,0.00013376922],"about_ca_topic_score_codex":0.27836493,"about_ca_topic_score_gemma":0.08820901,"teacher_disagreement_score":0.33440152,"about_ca_system_score_codex":0.0008894209,"about_ca_system_score_gemma":0.001325709,"threshold_uncertainty_score":0.99972105},"labels":[],"label_agreement":null},{"id":"W2891381371","doi":"10.1386/jptv.6.3.283_1","title":"Mental illness media and the paradox of ‘productivity’ in Elementary and Limitless","year":2018,"lang":"en","type":"article","venue":"The Journal of Popular Television","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Mental illness; Addiction; Narrative; Productivity; Psychology; Anxiety; Depression (economics); Work (physics); Mentally ill; Mental health; Psychiatry; Social psychology; Economics","score_opus":0.025214746934301306,"score_gpt":0.341221976735005,"score_spread":0.31600722980070367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891381371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99143434,0.0050281454,0.000011876564,0.0026800076,0.00047073505,0.00025883177,0.0000037947104,0.0000018054835,0.00011045017],"genre_scores_gemma":[0.9987155,0.000824499,0.000056979563,0.00011988456,0.00023275889,0.000001909012,0.0000015611975,0.000007760382,0.000039111525],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99872804,0.0004217292,0.00040284914,0.000093115224,0.00021050766,0.00014378046],"domain_scores_gemma":[0.9993084,0.00014779682,0.00031887885,0.0001464633,0.00003391312,0.000044530865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001753638,0.00009431063,0.00024292045,0.00008029579,0.00014385172,0.00000968837,0.00017211729,0.000035007528,0.00010675075],"category_scores_gemma":[0.000029989316,0.000044518772,0.000030896394,0.00011245766,0.00033081,0.00011617147,0.00007528379,0.00015472886,0.0000031744012],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008127671,0.0006908295,0.18460755,0.00009789801,0.0001931732,0.00004330296,0.05501565,7.525823e-7,0.0019764532,0.0036717434,0.0019664222,0.74360853],"study_design_scores_gemma":[0.017814426,0.0019790677,0.933858,0.00061230554,0.0003379549,0.00094301667,0.023531953,0.0000851272,0.005584418,0.010376121,0.004551042,0.00032659213],"about_ca_topic_score_codex":0.00026756356,"about_ca_topic_score_gemma":0.00018017604,"teacher_disagreement_score":0.7492504,"about_ca_system_score_codex":0.000021212212,"about_ca_system_score_gemma":0.0000061126925,"threshold_uncertainty_score":0.18154229},"labels":[],"label_agreement":null},{"id":"W2891839497","doi":"10.1007/s11469-018-9987-4","title":"University Students’ Mental Health and Illness Experiences in Health and Allied Health Programs: A Scoping Review","year":2018,"lang":"en","type":"review","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"CINAHL; PsycINFO; Mental health; Practicum; Mental illness; Health psychology; Psychology; Coping (psychology); Anxiety; MEDLINE; Public health; Medical education; Psychiatry; Medicine; Psychological intervention; Nursing","score_opus":0.08016345130255416,"score_gpt":0.48231863376414924,"score_spread":0.4021551824615951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891839497","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003597286,0.9851667,0.000010220534,0.005467358,0.002310426,0.0032807912,0.00011468126,0.000018560311,0.000033944372],"genre_scores_gemma":[0.00043104385,0.9946643,0.00018458965,0.0036900027,0.00029567105,0.000050972863,0.0005298494,0.000026684851,0.00012688841],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949563,0.0010947323,0.002048182,0.00056123995,0.00075223634,0.000587278],"domain_scores_gemma":[0.9953418,0.00007865746,0.0031250294,0.00012985694,0.00007503357,0.0012496563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019453415,0.0004156251,0.0017093101,0.00052860426,0.00064909976,0.00009399752,0.0003604896,0.00011973802,0.000082569335],"category_scores_gemma":[0.000014534411,0.00035580425,0.00014082697,0.00025985175,0.00018360621,0.00037691006,0.00017357644,0.00046541524,0.00000500882],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028603326,0.00046575922,0.0007139267,0.022361232,0.00015933947,0.000015806798,0.011218923,6.655697e-9,3.084771e-9,0.00005284205,0.0031964807,0.9615297],"study_design_scores_gemma":[0.0033259182,0.0042278823,0.00011435838,0.45489222,0.00002397951,0.0010729327,0.018122599,0.0000028168802,2.8145394e-8,0.000008534712,0.5179224,0.000286331],"about_ca_topic_score_codex":0.000996691,"about_ca_topic_score_gemma":0.0003758205,"teacher_disagreement_score":0.96124333,"about_ca_system_score_codex":0.0017527716,"about_ca_system_score_gemma":0.0015672893,"threshold_uncertainty_score":0.9998894},"labels":[],"label_agreement":null},{"id":"W2892020584","doi":"10.18295/squmj.2018.18.02.008","title":"Arabic Translation, Validation and Cultural Adaptation of the 7-Item Hamilton Depression Rating Scale in Two Community Samples","year":2018,"lang":"en","type":"article","venue":"Sultan Qaboos University medical journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hamd; Cronbach's alpha; Medicine; Clinical psychology; Scale (ratio); Reliability (semiconductor); Rating scale; Psychiatry; Arabic; Test (biology); Psychometrics; Psychology; Developmental psychology; Anxiety; Cartography","score_opus":0.06486423022502433,"score_gpt":0.3610943952894884,"score_spread":0.2962301650644641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892020584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99676865,0.00011432031,0.0012655474,0.0003575083,0.0002551354,0.00014911551,0.0000066139405,0.000008154842,0.0010749731],"genre_scores_gemma":[0.99938655,0.00006039862,0.00029726728,0.000049943716,0.00009604609,3.0260534e-7,0.00001236658,0.000003387253,0.000093754745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984214,0.00083765766,0.00022463514,0.00008977856,0.0002869495,0.00013963385],"domain_scores_gemma":[0.99924606,0.00026058726,0.00017789291,0.00009542187,0.000105663516,0.000114357965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006391641,0.0000728601,0.000115205505,0.00009498922,0.000679722,0.000014879505,0.00019443652,0.00006894619,0.00022616383],"category_scores_gemma":[0.00007477896,0.00005138828,0.000031496867,0.00026859296,0.00023216891,0.0002532922,0.000029955538,0.00040758337,0.0000023361602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067293254,0.00033891876,0.6383125,0.000048791037,0.000036867998,0.000013206973,0.065255545,0.00001598116,0.0008978477,0.0002901907,0.0001804419,0.29393676],"study_design_scores_gemma":[0.007518115,0.00021688959,0.9371848,0.0006317696,0.0000644113,0.00011226016,0.048266713,0.0022498954,0.002190187,0.00032108647,0.0010873572,0.00015648894],"about_ca_topic_score_codex":0.0014718877,"about_ca_topic_score_gemma":0.00281134,"teacher_disagreement_score":0.2988723,"about_ca_system_score_codex":0.00006968646,"about_ca_system_score_gemma":0.00003900326,"threshold_uncertainty_score":0.52279407},"labels":[],"label_agreement":null},{"id":"W2894241215","doi":"10.1007/s40596-018-0986-3","title":"Evaluating the Impact of an Innovative Public Speaking Competition to Promote Psychiatry as a Career Option for Ghanaian Medical Students","year":2018,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Alberta; Alberta Health Services","funders":"","keywords":"Competition (biology); Workforce; Mental health; Public health; Psychology; Medical education; Psychiatry; Focus group; Medicine; Nursing; Political science; Sociology","score_opus":0.11652492418469346,"score_gpt":0.5295891632716142,"score_spread":0.41306423908692075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894241215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98465025,0.00025842048,0.00040613933,0.007642552,0.0033504544,0.002184727,0.000047769598,0.000064608794,0.0013950871],"genre_scores_gemma":[0.9913131,0.000005249621,0.0030265802,0.0027325037,0.0023184596,0.00035282818,0.00011002303,0.00004390211,0.00009738133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967783,0.00031129352,0.00078342896,0.00055432186,0.00095622416,0.00061640574],"domain_scores_gemma":[0.9983557,0.00008275162,0.00048574063,0.000453667,0.0003255327,0.00029662275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00244971,0.0002721528,0.00030713898,0.00024239608,0.000444489,0.00004801881,0.0011185377,0.00037885222,0.0008514681],"category_scores_gemma":[0.00012292652,0.00018936991,0.00011936953,0.0008853964,0.0001479431,0.00029906997,0.0001393764,0.00056424114,0.00013706317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026317425,0.0022974527,0.66669536,0.00019575174,0.0009055293,0.0000017239389,0.017207393,0.0000052391792,0.0005622121,0.067135535,0.0070680776,0.23529397],"study_design_scores_gemma":[0.00898978,0.01694227,0.93603563,0.0012135232,0.0001717762,0.00010827584,0.00670369,0.0013392578,0.00012276397,0.026588794,0.0010429524,0.00074130436],"about_ca_topic_score_codex":0.00059602363,"about_ca_topic_score_gemma":0.00029889343,"teacher_disagreement_score":0.26934025,"about_ca_system_score_codex":0.0001691092,"about_ca_system_score_gemma":0.000408916,"threshold_uncertainty_score":0.9322979},"labels":[],"label_agreement":null},{"id":"W2894474042","doi":"10.1192/bjp.2018.190","title":"Longitudinal assessment of an anti-stigma campaign related to common mental disorders in rural India","year":2018,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; The Wellcome Trust DBT India Alliance; Grand Challenges Canada; European Commission; National Institute for Health and Care Research; King's College London; Department of Biotechnology, Ministry of Science and Technology, India; King's College Hospital NHS Foundation Trust; Wellcome Trust","keywords":"Stigma (botany); Mental health; Referral; Medicine; Help-seeking; Anxiety; Intervention (counseling); Perception; Psychiatry; Rural area; Family medicine; Psychology","score_opus":0.014118166585589006,"score_gpt":0.36991444562574644,"score_spread":0.3557962790401574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894474042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98950475,0.0009511648,0.000012527236,0.0012013715,0.0035028001,0.0004223816,0.000027540067,0.000009431157,0.0043680365],"genre_scores_gemma":[0.9986145,0.000082058024,0.00068738003,0.00021869595,0.00025054647,0.000008001988,0.000012012303,0.0000219252,0.00010490645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980105,0.00034581337,0.00082725065,0.00015968221,0.00031364404,0.0003431119],"domain_scores_gemma":[0.9990319,0.000042703028,0.0004902683,0.00021932696,0.000051143175,0.00016465924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083010586,0.00014776023,0.00035574686,0.00014998524,0.00037264844,0.000069877366,0.0004770446,0.00009159389,0.0006876512],"category_scores_gemma":[0.000004809425,0.00012859426,0.00010694343,0.00035341256,0.00016430735,0.00021911731,0.00004927328,0.0004076557,0.000021440144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002534605,0.0016926738,0.94369555,0.000020010511,0.00012108926,0.000046811554,0.0012078377,0.0000052302394,0.000029341772,0.00073684764,0.0030044469,0.049186733],"study_design_scores_gemma":[0.0025143896,0.0018562763,0.9882335,0.0004465642,0.000040942414,0.0009780977,0.003184703,0.000016481159,0.000014411025,0.0025073094,0.00007810374,0.00012920932],"about_ca_topic_score_codex":0.0017636446,"about_ca_topic_score_gemma":0.0060988385,"teacher_disagreement_score":0.049057525,"about_ca_system_score_codex":0.0000811655,"about_ca_system_score_gemma":0.000070916605,"threshold_uncertainty_score":0.7529298},"labels":[],"label_agreement":null},{"id":"W2894486014","doi":"10.1186/s12888-018-1903-8","title":"Mental and physical comorbidity in an Arab primary health care setting","year":2018,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Comorbidity; Somatization; Anxiety; Psychiatry; Medicine; Depression (economics); Mental health; Mental illness; National Comorbidity Survey; Odds ratio; Somatization disorder; Internal medicine","score_opus":0.030716123132983053,"score_gpt":0.3953278677009393,"score_spread":0.36461174456795625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894486014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98781735,0.001531859,0.000007352856,0.0008989278,0.0020934811,0.0005055356,0.00004144981,0.00005763558,0.0070464066],"genre_scores_gemma":[0.99447775,0.000009169009,0.0016929812,0.00251312,0.001041047,0.00003878695,0.00011926627,0.000020612519,0.00008725885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865496,0.00018775571,0.00023367658,0.00040863597,0.00012398403,0.00039099902],"domain_scores_gemma":[0.99943256,0.000018233499,0.000100296034,0.00026969702,0.000012854838,0.00016637254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014668341,0.00015834492,0.00021225214,0.000068523754,0.00026589326,0.000023127654,0.00012271987,0.00006352322,0.00010741205],"category_scores_gemma":[0.0000011628191,0.00014592406,0.000034106622,0.00011242966,0.000092512426,0.00013411828,0.00004768678,0.0001527717,0.00009184732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021644519,0.0006622867,0.95576966,0.00016515006,0.000008061796,8.482617e-7,0.009957438,4.3356746e-8,0.000009477757,0.0010223315,0.006473044,0.025715241],"study_design_scores_gemma":[0.0021246178,0.00080106343,0.9909266,0.000054828764,0.0000065064196,0.000011777817,0.0043859486,0.000024272964,0.000010702794,0.00040170096,0.0010860369,0.00016593086],"about_ca_topic_score_codex":0.00049685047,"about_ca_topic_score_gemma":0.0029148355,"teacher_disagreement_score":0.03515698,"about_ca_system_score_codex":0.00013087144,"about_ca_system_score_gemma":0.00008499604,"threshold_uncertainty_score":0.595061},"labels":[],"label_agreement":null},{"id":"W2896691840","doi":"10.12688/f1000research.16464.2","title":"Assessing service and treatment needs of young people who use illicit and non-medical prescription drugs living in Northern Ontario, Canada","year":2019,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Open peer review; Plant biology; Medical prescription; Medicine; Service (business); Pharmacy; Family medicine; Alternative medicine; Gerontology; Pharmacology; Biology; Business; Pathology; Marketing","score_opus":0.051086828803758935,"score_gpt":0.3715714745438417,"score_spread":0.3204846457400828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896691840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932607,0.00054059067,0.00000863785,0.0004636009,0.000544995,0.001547356,0.000039180246,0.00001343279,0.0035815279],"genre_scores_gemma":[0.9935397,0.00021195815,0.000025857365,0.00007311487,0.000085282314,0.00023132829,0.00012886115,0.00004410694,0.0056598205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721736,0.00034522082,0.0005125962,0.00052874006,0.0007895644,0.0006065286],"domain_scores_gemma":[0.9982401,0.00063910754,0.00017150221,0.0005112888,0.00013376109,0.0003041994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006437802,0.00031672948,0.0006363142,0.00035760895,0.0001313925,0.00019979695,0.00029299036,0.00037633552,0.00059011555],"category_scores_gemma":[0.000038934995,0.00028332503,0.000038763057,0.00026083074,0.000058480575,0.00023739222,0.00072138954,0.00074775977,0.000009055943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009828973,0.00024774263,0.95216906,0.000565572,0.00009019704,0.000031606578,0.035910394,0.0000159222,0.000009765174,0.0000106307925,0.00020271457,0.01064809],"study_design_scores_gemma":[0.0010212242,0.00013162734,0.98919827,0.0011687584,0.00003067774,0.000010459789,0.007148122,0.0008946615,0.000011612106,0.000013178907,0.00016994237,0.00020147294],"about_ca_topic_score_codex":0.9978451,"about_ca_topic_score_gemma":0.99951863,"teacher_disagreement_score":0.037029188,"about_ca_system_score_codex":0.0015447176,"about_ca_system_score_gemma":0.0016843036,"threshold_uncertainty_score":0.9999619},"labels":[],"label_agreement":null},{"id":"W2896730211","doi":"10.1007/s11126-018-9607-2","title":"Sociodemographic Variation in Increasing Needs for Mental Health Services among Canadian Adults from 2002 to 2012","year":2018,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Université de Montréal; Institut Universitaire en Santé Mentale de Québec; McGill University; Douglas Mental Health University Institute; McGill University Health Centre","funders":"","keywords":"Mental health; Public health; Medicine; Odds; Depression (economics); Psychiatry; Health care; Mental illness; Logistic regression; Gerontology; Environmental health; Nursing","score_opus":0.008408518767752733,"score_gpt":0.29821528394087793,"score_spread":0.2898067651731252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896730211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875791,0.00092757435,0.00010329767,0.0039965156,0.0033303897,0.001849531,0.00034465195,0.000055261517,0.0018136704],"genre_scores_gemma":[0.99400514,0.000008260927,0.0013886573,0.0028395774,0.00094922085,0.0002428233,0.0002319808,0.000034844248,0.00029949757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978255,0.00024099548,0.0005230437,0.00045503385,0.000157696,0.00079769926],"domain_scores_gemma":[0.99884003,0.00008670563,0.0002067062,0.00029548432,0.00004457592,0.0005265089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005298401,0.00023195581,0.00027519956,0.0009124046,0.0004901005,0.00006149532,0.00025152115,0.00015836317,0.00087428244],"category_scores_gemma":[0.0000014387291,0.00023893442,0.00007596311,0.0009003432,0.00003006766,0.00029670572,0.0000070045426,0.000117132295,0.00044824855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017057436,0.00063306105,0.7178762,0.00015646816,0.000117018375,0.0000023090502,0.13343322,2.3706653e-7,0.000008583651,0.0006686553,0.023531187,0.12186731],"study_design_scores_gemma":[0.0028551936,0.001695042,0.9850572,0.00010385377,0.000020812204,0.0000019065513,0.005951197,0.00023369193,4.7032913e-7,0.0006857249,0.0031464668,0.00024845675],"about_ca_topic_score_codex":0.83693653,"about_ca_topic_score_gemma":0.8670878,"teacher_disagreement_score":0.26718098,"about_ca_system_score_codex":0.00026462003,"about_ca_system_score_gemma":0.000081364145,"threshold_uncertainty_score":0.9743463},"labels":[],"label_agreement":null},{"id":"W2896740633","doi":"10.1016/j.psychres.2018.10.019","title":"Predictors of mental health service use among individuals with high psychological distress and mental disorders","year":2018,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychological intervention; Psychiatry; Mental illness; Medicine; Population; Distress; Mental health service; Logistic regression; Psychology; Multilevel model; Clinical psychology; Environmental health","score_opus":0.06261072252319516,"score_gpt":0.4385581220172157,"score_spread":0.37594739949402056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896740633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855179,0.00053176575,0.0000031715135,0.008337969,0.0012347725,0.0015896923,0.00050638,0.000052580523,0.0022257292],"genre_scores_gemma":[0.99761444,0.00017583944,0.00051428884,0.00035584858,0.00025983664,0.00015389547,0.00026279548,0.00003785503,0.0006251728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965273,0.00060122565,0.00045639096,0.00072484015,0.00078912365,0.00090109714],"domain_scores_gemma":[0.99865746,0.00012835348,0.00018383218,0.00052240747,0.0000941581,0.0004137639],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008034196,0.0002523384,0.0003396935,0.00024892908,0.0007345275,0.00007464292,0.00040779822,0.00015043703,0.0012378367],"category_scores_gemma":[0.0000079366155,0.00018606102,0.000040044593,0.00073694525,0.000989661,0.0002621458,0.00019242475,0.00041943832,0.000073210795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007976002,0.0014542955,0.9685369,0.00011234601,0.00015233095,0.0000012495112,0.0025202811,5.243042e-8,0.000005654872,0.0012736494,0.019997627,0.0051480043],"study_design_scores_gemma":[0.0029652696,0.0035609866,0.98866343,0.00014684757,0.000011193755,0.0000116671745,0.0025003122,0.0000050731455,0.000009132223,0.0004174597,0.0015380082,0.00017063867],"about_ca_topic_score_codex":0.0052241087,"about_ca_topic_score_gemma":0.0056626215,"teacher_disagreement_score":0.020126503,"about_ca_system_score_codex":0.00007333203,"about_ca_system_score_gemma":0.00003797715,"threshold_uncertainty_score":0.99967515},"labels":[],"label_agreement":null},{"id":"W2896852633","doi":"10.1111/jabr.12148","title":"Coworker health awareness training: An evaluation","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Biobehavioral Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Mental health; Stigma (botany); Psychology; Promotion (chess); Mental illness; Health promotion; Test (biology); Health education; Medical education; Nursing; Applied psychology; Psychiatry; Medicine; Public health","score_opus":0.6116396056646103,"score_gpt":0.6356502696170022,"score_spread":0.02401066395239193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896852633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893247,0.00033788476,0.000027587312,0.0003881869,0.0008101471,0.0007460423,0.000006706021,0.000014389441,0.008344371],"genre_scores_gemma":[0.99785113,0.000017421262,0.000464436,0.0001717357,0.0010920927,0.00006529738,0.000019633391,0.000025615444,0.00029266323],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963306,0.000475308,0.00064909004,0.00027822697,0.0015516045,0.0007151661],"domain_scores_gemma":[0.99794,0.000046645022,0.0003484361,0.00032106665,0.0008670967,0.00047674018],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0082468465,0.00014079871,0.00031499434,0.00046082042,0.00056230195,0.00008485542,0.000427415,0.00013770151,0.0029205824],"category_scores_gemma":[0.000016896656,0.00010793404,0.00006362704,0.0005664065,0.00027571848,0.00017598477,0.00004939412,0.00056708907,0.00023442671],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001384724,0.0010255943,0.00516752,0.000012611932,0.000012777724,0.000024235362,0.007429366,5.490009e-7,0.0008915707,0.0013198792,0.0058687315,0.97686243],"study_design_scores_gemma":[0.022394462,0.03618713,0.75321966,0.0005457885,0.0002556436,0.00039020999,0.087545715,0.00030590137,0.008041386,0.014012749,0.07593859,0.0011627448],"about_ca_topic_score_codex":0.00032723747,"about_ca_topic_score_gemma":0.00016085578,"teacher_disagreement_score":0.9756997,"about_ca_system_score_codex":0.00042103993,"about_ca_system_score_gemma":0.0006512476,"threshold_uncertainty_score":0.9979909},"labels":[],"label_agreement":null},{"id":"W2897040275","doi":"10.1177/0020764018805125","title":"Stigma associated with mental illness among Asian men in Vancouver, Canada","year":2018,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; York University; AIDS Vancouver; University of Lethbridge; Saint Mary's University","funders":"Movember Canada","keywords":"Stigma (botany); Mental illness; Acculturation; Mental health; Immigration; Psychology; Social stigma; Racism; Social distance; Psychiatry; Clinical psychology; Gerontology; Demography; Medicine; Disease; Sociology; Gender studies; Geography","score_opus":0.009527478109758616,"score_gpt":0.3211452141805395,"score_spread":0.31161773607078086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897040275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93793774,0.00006570662,0.000010318079,0.0030405112,0.019090582,0.00013879601,0.000047687794,0.000008020274,0.039660636],"genre_scores_gemma":[0.99616677,0.0000036399958,0.00005548454,0.00055693823,0.0016994989,0.0000064565957,0.00001679138,0.000018414888,0.0014760366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835426,0.00009601819,0.0004932301,0.00014782012,0.00065207825,0.0002565915],"domain_scores_gemma":[0.99898595,0.0000307118,0.00057895243,0.00005860403,0.00024632536,0.0000994447],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022757717,0.00014249742,0.00021704898,0.0001527297,0.00018076881,0.000030669067,0.00040075558,0.00008898995,0.0010831602],"category_scores_gemma":[0.000011704603,0.00011942033,0.00006245819,0.0001707047,0.00011422741,0.00021093716,0.000027498889,0.00024999763,0.0000078198445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011213438,0.0007595825,0.73797417,0.0000052374166,0.000751542,0.0001969184,0.0042897845,9.854115e-7,0.0000047139893,0.0014642983,0.24252498,0.0109064225],"study_design_scores_gemma":[0.0047943913,0.00028178983,0.98046106,0.00015498122,0.000030484563,0.000025527312,0.008645084,0.0000070588053,0.000019521796,0.00069561315,0.004694565,0.00018991416],"about_ca_topic_score_codex":0.08230216,"about_ca_topic_score_gemma":0.81761956,"teacher_disagreement_score":0.7353174,"about_ca_system_score_codex":0.0007452876,"about_ca_system_score_gemma":0.0003861582,"threshold_uncertainty_score":0.99983},"labels":[],"label_agreement":null},{"id":"W2897055705","doi":"","title":"Alcohol use among Older Adults in Inpatient Psychiatry in Ontario: Individual and Community Factors Related to Problematic Use","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Psychology; Medicine; Gerontology; Clinical psychology","score_opus":0.029661555522949728,"score_gpt":0.2719932423529327,"score_spread":0.242331686829983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897055705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726015,0.000016690681,6.439861e-8,0.000076984725,0.0005640014,0.001871561,0.000061978164,0.000027036825,0.000121532605],"genre_scores_gemma":[0.93944204,0.0000060207067,0.00034081528,0.000019526158,0.0000029800794,0.000006259842,0.0015948879,0.000026520576,0.05856095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821967,0.00041254584,0.0003423493,0.00041186123,0.00022976805,0.00038381238],"domain_scores_gemma":[0.9988988,0.00010348843,0.00035933868,0.00041446337,0.000062752646,0.00016114139],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024081227,0.00032975458,0.0005317044,0.0007545596,0.0002613777,0.00003739232,0.00033529918,0.00049636984,0.0005210906],"category_scores_gemma":[0.000011427537,0.00035540666,0.00006874493,0.00031572062,0.0000857831,0.00052531675,0.0001157146,0.0009062499,0.000030801333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035009632,0.0006167226,0.57162327,0.00024024508,0.00005883147,0.000012086009,0.4266668,8.1796856e-7,0.0000016038972,0.000012166829,0.00019040164,0.00022697789],"study_design_scores_gemma":[0.0023670476,0.00038094932,0.7727111,0.0016368325,0.000066686844,6.25735e-7,0.22253868,0.0000027986907,0.000006941301,0.00005118705,0.000005547319,0.00023162612],"about_ca_topic_score_codex":0.9351187,"about_ca_topic_score_gemma":0.9939872,"teacher_disagreement_score":0.20412813,"about_ca_system_score_codex":0.000272299,"about_ca_system_score_gemma":0.00005989023,"threshold_uncertainty_score":0.9998898},"labels":[],"label_agreement":null},{"id":"W2897282326","doi":"10.26633/rpsp.2018.165","title":"Mental health in the Americas: an overview of the treatment gap","year":2018,"lang":"es","type":"article","venue":"Revista Panamericana de Salud Pública","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":287,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Mental health; Latin Americans; Indigenous; Medicine; Global mental health; Population; Public health; Disease burden; Psychiatry; Burden of disease; Mental illness; Demography; Gerontology; Environmental health; Political science","score_opus":0.12661553830895514,"score_gpt":0.46627556022413147,"score_spread":0.3396600219151763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897282326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8662917,0.06260614,0.000012404991,0.055533104,0.0006983404,0.00492082,0.00088079827,0.00006174743,0.008994918],"genre_scores_gemma":[0.9582664,0.028814591,0.0001849117,0.011460027,0.00045023087,0.0001965344,0.00010616526,0.00006335469,0.00045777898],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937013,0.0029778734,0.0010695251,0.0007295097,0.00044614644,0.0010756748],"domain_scores_gemma":[0.9965651,0.0002382843,0.0010255678,0.0018104892,0.000053131425,0.00030744067],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00091364235,0.0005264335,0.0010313912,0.00018074168,0.0006012884,0.00012750199,0.0011767683,0.000112427915,0.0012975744],"category_scores_gemma":[0.000023483459,0.00030361014,0.0003332449,0.0018740935,0.000996248,0.00010889872,0.0000906186,0.00028667224,0.00014803356],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045633462,0.006219149,0.11879534,0.0006324228,0.00040932882,0.000021236061,0.022752592,7.169957e-7,0.0000704342,0.023601122,0.021255571,0.8057858],"study_design_scores_gemma":[0.0015067538,0.0058153765,0.27404305,0.0006095232,0.00013730534,0.000044643242,0.0042256606,0.0000851298,0.000025642032,0.00009449373,0.7130745,0.00033789276],"about_ca_topic_score_codex":0.029074233,"about_ca_topic_score_gemma":0.0012897925,"teacher_disagreement_score":0.8054479,"about_ca_system_score_codex":0.0010201533,"about_ca_system_score_gemma":0.0003754693,"threshold_uncertainty_score":0.9999416},"labels":[],"label_agreement":null},{"id":"W2897409647","doi":"10.1186/s13033-018-0234-y","title":"A step-wise community engagement and capacity building model prior to implementation of mhGAP-IG in a low- and middle-income country: a case study of Makueni County, Kenya","year":2018,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Mental health; Context (archaeology); Stakeholder; Health administration; Global mental health; Medicine; Capacity building; Stakeholder engagement; Public health; Nursing; Political science; Psychiatry; Public relations; Economic growth; Geography; Economics","score_opus":0.126728682871573,"score_gpt":0.4532936579234344,"score_spread":0.32656497505186144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897409647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99623686,0.0003471366,0.0001425759,0.0001863012,0.0011454494,0.001613845,0.00028665867,0.0000047241165,0.00003646383],"genre_scores_gemma":[0.9991548,0.000041111492,0.0004525264,0.00015830134,0.000116000025,0.000042448297,0.0000073776873,0.000014361968,0.0000130737135],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99664426,0.00076738937,0.0015420328,0.0001752835,0.00062473846,0.0002463188],"domain_scores_gemma":[0.9979651,0.00015411594,0.0012249709,0.00016167492,0.00029405262,0.00020011097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028636009,0.00017100282,0.00048584878,0.0004332393,0.00021645182,0.000037331367,0.00024387852,0.000048480004,0.000022320255],"category_scores_gemma":[0.000011693003,0.0001544679,0.000031152984,0.00014826702,0.00007392126,0.00021207966,0.00015408416,0.00026396394,7.5614713e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004229448,0.007485768,0.64565474,0.0033885217,0.0010264588,0.0005717804,0.3201142,0.00013694983,0.00048065893,0.0014198131,0.00032173403,0.01516993],"study_design_scores_gemma":[0.038467817,0.016610084,0.23574246,0.009841958,0.0001278154,0.006856736,0.6848219,0.0062887003,0.00037738105,0.00013922673,0.00017085017,0.00055506086],"about_ca_topic_score_codex":0.051845662,"about_ca_topic_score_gemma":0.009963532,"teacher_disagreement_score":0.4099123,"about_ca_system_score_codex":0.000662468,"about_ca_system_score_gemma":0.000095033094,"threshold_uncertainty_score":0.9544682},"labels":[],"label_agreement":null},{"id":"W2897623369","doi":"10.1016/s0140-6736(18)31612-x","title":"The Lancet Commission on global mental health and sustainable development","year":2018,"lang":"en","type":"review","venue":"The Lancet","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3446,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; National Institutes of Health; Government of the United Kingdom; Servier; Grand Challenges Canada; H. Lundbeck A/S; Department for International Development, UK Government; National Institute for Health and Care Research; Department of Health and Social Care; Wellcome Trust; National Institute of Mental Health; Department for International Development; King's College London; World Bank Group","keywords":"Commission; Mental health; Sustainable development; Global mental health; Global health; Political science; Medicine; Environmental health; Environmental planning; Psychiatry; Geography; Nursing; Public health; Law","score_opus":0.1333644472111082,"score_gpt":0.47019925035777826,"score_spread":0.33683480314667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897623369","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007666531,0.9569276,9.873372e-7,0.0055124415,0.0007384023,0.0015641531,0.00008067179,0.000054466418,0.03504464],"genre_scores_gemma":[0.000035195084,0.98281735,0.00005307036,0.0015106153,0.0015554719,0.00023282097,0.00017894412,0.000024295708,0.013592235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743116,0.0006097802,0.00043051477,0.00035182116,0.00021180876,0.0009649182],"domain_scores_gemma":[0.9985358,0.00017778798,0.00034520388,0.0007643465,0.000017423154,0.00015942562],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013083118,0.00033197505,0.001217879,0.000023700084,0.001729734,0.00011574113,0.00072887033,0.00012395666,0.000112347036],"category_scores_gemma":[0.0000132170535,0.0001486446,0.00007357466,0.00016851278,0.00013034978,0.000028750626,0.00026336798,0.00030564086,0.00042708448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010091207,0.00004227179,0.00003778768,0.0021199053,0.00007282392,0.000005260823,0.00034552443,1.4772158e-9,2.655581e-10,0.007306951,0.46005198,0.5299166],"study_design_scores_gemma":[0.000729315,0.00019231044,0.0002624567,0.0026112646,0.00002833203,0.000028059141,0.00046496623,1.6775464e-7,4.3478725e-8,0.00026258884,0.99527514,0.00014536399],"about_ca_topic_score_codex":0.00013382574,"about_ca_topic_score_gemma":0.00003836865,"teacher_disagreement_score":0.5352231,"about_ca_system_score_codex":0.0005190623,"about_ca_system_score_gemma":0.00019153419,"threshold_uncertainty_score":0.9995699},"labels":[],"label_agreement":null},{"id":"W2898085534","doi":"10.1186/s13033-018-0243-x","title":"Mental health knowledge, attitudes, and self-efficacy among primary care physicians working in the Greater Tunis area of Tunisia","year":2018,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; McGill University Health Centre; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Mitacs","keywords":"Health administration; Primary care; Mental health; Family medicine; Primary health care; Medicine; Public health; Mental health care; Nursing; Psychology; Psychiatry; Environmental health","score_opus":0.04066956792398026,"score_gpt":0.38944215228076196,"score_spread":0.3487725843567817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898085534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781218,0.010864677,0.000016068841,0.0022047788,0.004493423,0.0010393512,0.00007408653,0.000014418439,0.0031713974],"genre_scores_gemma":[0.997557,0.00046258865,0.0000726332,0.00085678487,0.0007856428,0.000020163869,0.00007792358,0.000021934327,0.00014537224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969948,0.0005387912,0.0012050795,0.00024165235,0.0006366514,0.00038304797],"domain_scores_gemma":[0.9982249,0.000102093676,0.0011742867,0.00017798797,0.00016529011,0.00015543353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010202138,0.00021277097,0.00050005567,0.00030109307,0.00026384185,0.00006411687,0.00053035934,0.00006808977,0.000036527057],"category_scores_gemma":[0.0000024936453,0.00015485102,0.00009848153,0.0001741717,0.00014212073,0.00019375549,0.00008219516,0.0002637727,0.000011557729],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010295063,0.004932714,0.6078855,0.0010591875,0.00070452486,0.00008780018,0.22188625,0.0000035976998,0.000035287256,0.00095844764,0.013617461,0.14779975],"study_design_scores_gemma":[0.0057778494,0.002119328,0.9537388,0.005457429,0.000016912421,0.0005375405,0.021721052,0.0000611644,0.000023530365,0.000008749515,0.010338544,0.00019911183],"about_ca_topic_score_codex":0.0013706883,"about_ca_topic_score_gemma":0.0005341425,"teacher_disagreement_score":0.3458533,"about_ca_system_score_codex":0.0011441462,"about_ca_system_score_gemma":0.0001619095,"threshold_uncertainty_score":0.6314641},"labels":[],"label_agreement":null},{"id":"W2898454655","doi":"10.1097/acm.0000000000002382","title":"Striving While Accepting: Exploring the Relationship Between Identity and Implicit Bias Recognition and Management","year":2018,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Implicit-association test; Psychology; Implicit bias; Implicit attitude; Grounded theory; Social psychology; Identity (music); Implicit personality theory; Mental health; Test (biology); Association (psychology); Applied psychology; Qualitative research; Psychotherapist; Personality","score_opus":0.5464446144308853,"score_gpt":0.4689312793739855,"score_spread":0.07751333505689983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898454655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899445,0.00071914634,0.00019448219,0.0023793185,0.00043039507,0.00048437493,0.0000044738217,0.00004494897,0.005798334],"genre_scores_gemma":[0.9968283,0.00055329694,0.00003305236,0.0005242653,0.0012231433,0.000108631146,0.00003031887,0.000012371459,0.0006865877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886554,0.000119225864,0.0003264444,0.00027387057,0.0001720223,0.000242878],"domain_scores_gemma":[0.9988014,0.0007724646,0.00013834941,0.00016472396,0.00001943557,0.000103644816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010001125,0.00011704389,0.00015222689,0.000110461166,0.00045290458,0.000014051131,0.00013481866,0.00008521609,0.000321372],"category_scores_gemma":[0.000122438,0.00007881601,0.000009830476,0.00021874192,0.00018787454,0.00033005176,0.00011204602,0.0003221945,0.00010603649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020756534,0.0000038876938,0.84351027,0.00007576532,0.00004002769,0.0000027977912,0.0068089715,6.9755854e-9,0.000014133017,0.003655169,0.0020899614,0.14377826],"study_design_scores_gemma":[0.0008225469,0.00012113264,0.98252285,0.0003051189,0.000110361936,0.0000106444495,0.0042931894,0.0000020101165,0.000021277152,0.010707316,0.0010039379,0.00007960876],"about_ca_topic_score_codex":0.00023734156,"about_ca_topic_score_gemma":0.000021175363,"teacher_disagreement_score":0.14369866,"about_ca_system_score_codex":0.00003081843,"about_ca_system_score_gemma":0.0000018801571,"threshold_uncertainty_score":0.3518798},"labels":[],"label_agreement":null},{"id":"W2898498691","doi":"10.28984/drhj.v2i0.171","title":"Abandonment: Experiences of accessing emergency services during mental health crisis","year":2018,"lang":"en","type":"article","venue":"Diversity of Research in Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Mental health; Thematic analysis; Nursing; Abandonment (legal); Medicine; Psychology; Qualitative research; Psychiatry; Sociology; Political science","score_opus":0.17362276495278006,"score_gpt":0.5163665034478945,"score_spread":0.3427437384951144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898498691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99064565,0.003842816,0.0000054408715,0.0033900025,0.0011248229,0.0004198231,0.000018010223,0.000007822556,0.00054558774],"genre_scores_gemma":[0.9968712,0.002520264,0.00016721802,0.00011571263,0.0001993539,0.000007070963,0.0000045670126,0.0000073165597,0.000107293985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99613893,0.0008323849,0.00083982054,0.0002771651,0.0010209095,0.0008907765],"domain_scores_gemma":[0.99852204,0.000055866374,0.0006330727,0.00019631104,0.0001723483,0.00042035323],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003456035,0.00011843359,0.000365965,0.00069888774,0.0023147957,0.000022041815,0.0006156107,0.000058706853,0.0025891613],"category_scores_gemma":[0.00000743988,0.000108851134,0.00007393084,0.000636075,0.00025599802,0.00039699805,0.0004923743,0.0004169369,0.000018707611],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000919073,0.0007451038,0.56234854,0.0016422349,0.00005061124,0.000024131974,0.42021832,6.0436025e-7,0.000021782887,0.00007302717,0.0027103187,0.011246227],"study_design_scores_gemma":[0.0037573073,0.002441342,0.54017633,0.0013841697,0.0000035361547,0.00005517756,0.45023856,0.000025104384,0.00076426065,0.00043494604,0.0005476846,0.00017156218],"about_ca_topic_score_codex":0.012608857,"about_ca_topic_score_gemma":0.0004892428,"teacher_disagreement_score":0.030020237,"about_ca_system_score_codex":0.00039826139,"about_ca_system_score_gemma":0.00013979967,"threshold_uncertainty_score":0.99898404},"labels":[],"label_agreement":null},{"id":"W2898884990","doi":"10.1080/22423982.2018.1541700","title":"Remoteness and its impact on the potential for mental health initiatives in criminal courts in Nunavut, Canada","year":2018,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Mental Health Commission","keywords":"Mental health; Criminal justice; Mental illness; Sanctions; Focus group; Economic Justice; Mental health law; Psychology; Psychiatry; Criminology; Nursing; Medicine; Political science; Business; Law","score_opus":0.037240107285161875,"score_gpt":0.4242366880898111,"score_spread":0.3869965808046492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898884990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650006,0.0017007501,0.00009993517,0.030194804,0.0021532003,0.0005086373,0.00017191953,0.0000026298712,0.00016748703],"genre_scores_gemma":[0.99225706,0.00028288004,0.000043624797,0.006857213,0.0004987442,0.000007963248,0.00001970113,0.000013431376,0.000019399395],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99796456,0.00032668133,0.00072051527,0.00017311325,0.00044118217,0.00037394385],"domain_scores_gemma":[0.99874824,0.00020800991,0.00060061284,0.00008026119,0.00016683683,0.0001960396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011731228,0.00014673083,0.0002915725,0.00026518296,0.00016657883,0.000032059397,0.00028441232,0.000043330674,0.00014027073],"category_scores_gemma":[0.000053470034,0.00010210902,0.000056747245,0.00008520561,0.00004519818,0.00018321454,0.0000236478,0.0002711528,0.0000026495936],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034304436,0.0075145033,0.25943878,0.00088159717,0.0017390336,0.0016069298,0.102831855,0.00021601062,0.0003876362,0.083932035,0.07158207,0.4355651],"study_design_scores_gemma":[0.00467434,0.0021764913,0.98606074,0.00059691194,0.0000064060278,0.00047502448,0.002894045,0.0005502126,0.00008106809,0.0012450924,0.0010887749,0.00015092021],"about_ca_topic_score_codex":0.10133479,"about_ca_topic_score_gemma":0.13286094,"teacher_disagreement_score":0.7266219,"about_ca_system_score_codex":0.0013425989,"about_ca_system_score_gemma":0.001355909,"threshold_uncertainty_score":0.9046495},"labels":[],"label_agreement":null},{"id":"W2899020947","doi":"10.1002/hpm.2687","title":"Better care through an optimized mental health services continuum (Eastern Townships, Québec, Canada): A systematic and multisource literature review","year":2018,"lang":"en","type":"review","venue":"The International Journal of Health Planning and Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Mental health; Continuum of care; Gray (unit); Systematic review; Mental health care; Health care; Psychology; Medicine; MEDLINE; Political science; Psychiatry","score_opus":0.049977745511298514,"score_gpt":0.41790702414340003,"score_spread":0.3679292786321015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899020947","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000782165,0.98583597,0.000030374857,0.009735112,0.0016407525,0.0023509406,0.00010898988,0.000012281455,0.00020739001],"genre_scores_gemma":[0.00009671995,0.98349917,0.00038786005,0.014720871,0.00037050602,0.00009535016,0.00024010216,0.00003306908,0.0005563328],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99593914,0.0010188007,0.0017091365,0.00034229824,0.0006236508,0.00036698725],"domain_scores_gemma":[0.9964942,0.00015402197,0.002738551,0.00027935847,0.00013532987,0.00019859077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013852426,0.00040655377,0.0016826706,0.00014390085,0.00039875365,0.00016586408,0.0007103807,0.000075234646,0.00002948881],"category_scores_gemma":[0.0000047061335,0.00023843981,0.00013607588,0.00008975303,0.000044060325,0.00018628442,0.00017947267,0.00039442707,0.0000041622898],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106174644,0.00008311133,0.00004160362,0.6598292,0.0015550358,0.00023971507,0.015730616,3.626578e-7,1.7011763e-9,0.00005566986,0.042412873,0.27994567],"study_design_scores_gemma":[0.0006591137,0.0001828589,0.00003066496,0.4142837,0.00026483112,0.0005536918,0.0029018612,0.000003159073,6.421717e-9,0.0000032365463,0.5809942,0.00012268435],"about_ca_topic_score_codex":0.053836476,"about_ca_topic_score_gemma":0.027937151,"teacher_disagreement_score":0.5385813,"about_ca_system_score_codex":0.00060181494,"about_ca_system_score_gemma":0.00027429182,"threshold_uncertainty_score":0.98980045},"labels":[],"label_agreement":null},{"id":"W2899450423","doi":"10.1016/j.genhosppsych.2018.10.009","title":"A community health case for psychiatric care: A cross-sectional study of county health rankings","year":2018,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Mental health; Logistic regression; Cross-sectional study; Medicine; Ordered logit; Population; Health care; Multilevel model; Environmental health; Public health; Psychiatry; Family medicine; Gerontology; Nursing; Political science","score_opus":0.03569590458612351,"score_gpt":0.41490782582397906,"score_spread":0.3792119212378555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899450423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97761416,0.0026792027,0.00012594594,0.0010021786,0.0133896675,0.0037352548,0.00047551785,0.00010997804,0.0008681019],"genre_scores_gemma":[0.9926167,0.000012247517,0.002625732,0.0018504417,0.0018580839,0.00041643286,0.00020168476,0.00006277767,0.00035587032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99644965,0.00048672082,0.0012310594,0.00063281186,0.00036322218,0.0008365595],"domain_scores_gemma":[0.99769074,0.000059857146,0.0008140643,0.00084784994,0.00026641448,0.00032107442],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010097208,0.00037635153,0.0005893331,0.00022500787,0.0023222489,0.00006313623,0.0004328105,0.00016400685,0.00019644288],"category_scores_gemma":[0.000007613932,0.00035548498,0.00022299279,0.00050411053,0.00019463789,0.0001525268,0.000094210336,0.0004304034,0.000049828832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086980464,0.0074968105,0.9466002,0.00052724424,0.00019029986,0.000006936702,0.014411595,0.0000028352933,5.0357943e-7,0.0021660062,0.019771367,0.007956399],"study_design_scores_gemma":[0.011231299,0.03145895,0.93993187,0.00003447208,0.00003736237,0.00018704159,0.014295339,0.000016987433,0.0000021227138,0.0013122649,0.0010852913,0.00040697202],"about_ca_topic_score_codex":0.045012325,"about_ca_topic_score_gemma":0.01653623,"teacher_disagreement_score":0.028476095,"about_ca_system_score_codex":0.00033546696,"about_ca_system_score_gemma":0.0003404904,"threshold_uncertainty_score":0.99988973},"labels":[],"label_agreement":null},{"id":"W2899682966","doi":"10.1093/geroni/igy023.3227","title":"STIGMA IN DEMENTIA: ITS TIME TO TALK ABOUT IT","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Covenant Health","funders":"","keywords":"Dementia; Stigma (botany); Psychosocial; Distress; Psychological intervention; Psychology; Ethnic group; Coping (psychology); Medicine; Clinical psychology; Psychiatry; Disease","score_opus":0.04721328350334719,"score_gpt":0.3989809269248736,"score_spread":0.3517676434215264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899682966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94136363,0.00008058886,0.00011076016,0.002639608,0.00044593317,0.0003394497,0.000002919215,0.000029117668,0.054987974],"genre_scores_gemma":[0.9915307,9.120497e-7,0.000192133,0.0033633295,0.00015565487,0.00008971736,0.00002502093,0.000010729578,0.0046317764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897134,0.000038261664,0.0004219936,0.00021316882,0.00010168401,0.00025351957],"domain_scores_gemma":[0.99967587,0.00002654953,0.000082694096,0.00012519088,0.00006709758,0.000022584505],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037579978,0.000082979765,0.00010208184,0.0005315356,0.000069024674,0.000022857783,0.000104443454,0.00004842576,0.0060373377],"category_scores_gemma":[0.000021618449,0.00008691772,0.000006872265,0.0015573943,0.000015252166,0.00013473466,0.000037146096,0.00008817767,0.0034465464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023976079,0.00079552486,0.4689511,0.00011873841,0.00008180113,0.00013856168,0.014775873,0.000018922572,0.0093645435,0.02689072,0.055890813,0.42273363],"study_design_scores_gemma":[0.0028681452,0.00017642938,0.9263646,0.00047702563,0.0000080192785,0.0000068585014,0.0005724364,0.00029441342,0.005600717,0.00092843326,0.06235279,0.0003501552],"about_ca_topic_score_codex":0.00018523942,"about_ca_topic_score_gemma":0.0001284853,"teacher_disagreement_score":0.45741346,"about_ca_system_score_codex":0.000088449895,"about_ca_system_score_gemma":0.0000106234065,"threshold_uncertainty_score":0.9973294},"labels":[],"label_agreement":null},{"id":"W2899913600","doi":"10.1017/gmh.2018.27","title":"Culture and mental health in Nepal: an interdisciplinary scoping review","year":2018,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Jewish General Hospital; McGill University","keywords":"Mental health; PsycINFO; Global mental health; Mental distress; MEDLINE; Mental illness; Psychology; Relevance (law); Medicine; Psychiatry; Political science","score_opus":0.035470873010135275,"score_gpt":0.46341087826307076,"score_spread":0.42794000525293546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899913600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52676654,0.37725824,0.00009268876,0.05529581,0.0057080956,0.013620353,0.0011827302,0.00036640392,0.01970916],"genre_scores_gemma":[0.84628016,0.0595022,0.0031763185,0.084601395,0.0010916493,0.0005355741,0.0027455753,0.00012822288,0.0019389008],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99612266,0.0005335646,0.0010148657,0.0009234274,0.00028364357,0.0011218163],"domain_scores_gemma":[0.99824953,0.000013894352,0.00040516022,0.00046666941,0.00002985308,0.0008349132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008449378,0.0004192793,0.00078575104,0.00008617667,0.0009253775,0.00004851883,0.00030876364,0.00012067825,0.00018954928],"category_scores_gemma":[0.000004386484,0.00037872593,0.00007478271,0.00045624445,0.00023350316,0.00037615868,0.0004275991,0.0002646232,0.00019316006],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009482385,0.002225671,0.026008924,0.010423967,0.00007214496,0.000048741065,0.011010005,3.4505277e-8,0.000010449782,0.004797873,0.25878474,0.68566924],"study_design_scores_gemma":[0.03291868,0.043434557,0.52690893,0.30559835,0.00009297957,0.00345651,0.026728792,0.00036218486,0.00010228459,0.0012115522,0.054639027,0.0045461725],"about_ca_topic_score_codex":0.0015871675,"about_ca_topic_score_gemma":0.0016417148,"teacher_disagreement_score":0.681123,"about_ca_system_score_codex":0.0015687235,"about_ca_system_score_gemma":0.00021358146,"threshold_uncertainty_score":0.9998665},"labels":[],"label_agreement":null},{"id":"W2900357511","doi":"10.1097/hrp.0000000000000202","title":"Symptoms and Experience of Depression Among Chinese Communities in the West: A Scoping Review","year":2018,"lang":"en","type":"review","venue":"Harvard Review of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital","funders":"Canadian Institutes of Health Research","keywords":"PsycINFO; Somatization; Mental health; Mental illness; Psychology; CINAHL; MEDLINE; Distress; Thematic analysis; Clinical psychology; Psychiatry; Medicine; Psychological intervention; Qualitative research","score_opus":0.04869541483865543,"score_gpt":0.4409583536563358,"score_spread":0.3922629388176804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900357511","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037032538,0.98931587,9.593521e-7,0.000046140587,0.0009293325,0.0051904744,0.00003759923,0.000013561478,0.0040957616],"genre_scores_gemma":[0.00008445657,0.99711776,0.000117875075,0.0008867663,0.00013437783,0.0014566614,0.00012165934,0.000038532162,0.000041888048],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9951478,0.0016913249,0.002119468,0.00038734227,0.0003337681,0.00032026504],"domain_scores_gemma":[0.9962211,0.00039035955,0.0018177229,0.0014393396,0.000057615,0.00007385503],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001609525,0.0005166562,0.0030094413,0.00014683614,0.00012723141,0.00001435732,0.0010103532,0.00020195014,0.0019758204],"category_scores_gemma":[0.000049192004,0.00027817127,0.0004745267,0.00062777684,0.0003713355,0.0001292468,0.00018745346,0.00042218616,0.00008401627],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036189458,0.00014712133,0.0072696856,0.7248115,0.000044207853,0.0000016318617,0.00047199128,5.674631e-10,1.4357139e-9,0.00012986029,0.0010727923,0.26604763],"study_design_scores_gemma":[0.00019002138,0.00008586451,0.0019025835,0.8849463,0.0005153709,0.00005232233,0.000121408746,5.8102643e-8,1.3073479e-8,0.000018110568,0.111965604,0.0002023438],"about_ca_topic_score_codex":0.0004368451,"about_ca_topic_score_gemma":0.00027698,"teacher_disagreement_score":0.26584527,"about_ca_system_score_codex":0.000025721749,"about_ca_system_score_gemma":0.00010544356,"threshold_uncertainty_score":0.99996704},"labels":[],"label_agreement":null},{"id":"W2900697817","doi":"","title":"Explaining Intentions to Seek Mental Health Services among Black Canadians","year":2018,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Social psychology; Psychiatry","score_opus":0.026853618556964973,"score_gpt":0.30404982534638963,"score_spread":0.27719620678942464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900697817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705948,0.00008028325,0.00003709523,0.0032188483,0.0006477769,0.0007120637,0.0002351894,0.00008945413,0.024384458],"genre_scores_gemma":[0.98391795,0.000009319294,0.00048807514,0.0013974629,0.00012699787,0.0000023074078,0.00013518089,0.00003152311,0.013891165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976034,0.0002984626,0.00028769538,0.0006082924,0.00041054608,0.00079159957],"domain_scores_gemma":[0.99823505,0.00005566462,0.00027359225,0.0005128669,0.00013687486,0.00078593555],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065162434,0.0002579686,0.00037028742,0.00045443486,0.001562419,0.000039462688,0.00068507786,0.00017317783,0.0044150692],"category_scores_gemma":[0.000008321574,0.00032025858,0.00014665262,0.0006220812,0.00035328316,0.0006253917,0.0002683686,0.0002811024,0.0017899008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012100398,0.00055402337,0.8379276,0.0002335611,0.0003822046,0.000095318355,0.13753133,0.0000035827231,0.0008151583,0.0012777689,0.01237046,0.007598986],"study_design_scores_gemma":[0.0018770421,0.0007317942,0.9324657,0.00033629665,0.00004307453,0.000013049422,0.05519022,0.000025462321,0.00016547988,0.00007404411,0.008750195,0.00032767784],"about_ca_topic_score_codex":0.024385775,"about_ca_topic_score_gemma":0.13962533,"teacher_disagreement_score":0.11523956,"about_ca_system_score_codex":0.0004942575,"about_ca_system_score_gemma":0.00009414628,"threshold_uncertainty_score":0.99992496},"labels":[],"label_agreement":null},{"id":"W2901786346","doi":"10.1016/s2468-2667(18)30203-2","title":"Disease burden and government spending on mental, neurological, and substance use disorders, and self-harm: cross-sectional, ecological study of health system response in the Americas","year":2018,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":174,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"National Institute of Mental Health; Medical Research Council; Seventh Framework Programme; Weatherhead Center for International Affairs, Harvard University; National Institutes of Health; Simon Fraser University; University of British Columbia; Department of Health and Aged Care, Australian Government; European Commission; King's College London; South London and Maudsley NHS Foundation Trust; NIHR Bristol Biomedical Research Centre; Pan American Health Organization; Harvard University; Harvard T.H. Chan School of Public Health; King's College Hospital NHS Foundation Trust; National Institute for Health and Care Research; Harvard Medical School","keywords":"Mental health; Medicine; Disease burden; Environmental health; Disease; Cross-sectional study; Harm; Purchasing power parity; Global health; Health care; Psychiatry; Public health; Gerontology; Population; Psychology; Finance; Economic growth; Business","score_opus":0.15687545718188517,"score_gpt":0.4270125569157346,"score_spread":0.2701370997338494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901786346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96866083,0.0008245806,0.0000025510806,0.028216133,0.00017784434,0.0018986607,0.00007432566,0.0000446745,0.000100380676],"genre_scores_gemma":[0.99509495,0.00082731445,0.000018198632,0.003700458,0.00015048248,0.00016184077,0.000005091576,0.000011463811,0.000030212292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99486893,0.003181812,0.00050117,0.00049693655,0.00037792107,0.00057321717],"domain_scores_gemma":[0.99798113,0.0010736473,0.00034651495,0.00036220512,0.00001117691,0.000225331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042781765,0.00018556466,0.0004162245,0.00005112494,0.00079185376,0.00014750793,0.000246884,0.000042614694,0.00003334396],"category_scores_gemma":[0.000073883064,0.000102705424,0.000018410174,0.00023518004,0.0002976819,0.00013139014,0.00009795261,0.00024155874,0.0000044790004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023968501,0.0011987288,0.981505,0.000096930096,0.000025421712,0.000010739358,0.009026548,6.702145e-7,5.3742326e-7,0.00199274,0.00041588425,0.0033299585],"study_design_scores_gemma":[0.0019177158,0.00483935,0.9848727,0.00002256938,0.0000041927096,0.000016321239,0.0049918685,0.00008702251,4.9190753e-8,0.000032277887,0.0031366982,0.00007922587],"about_ca_topic_score_codex":0.0010227811,"about_ca_topic_score_gemma":0.00038164816,"teacher_disagreement_score":0.026434088,"about_ca_system_score_codex":0.0002110008,"about_ca_system_score_gemma":0.00003580761,"threshold_uncertainty_score":0.6090379},"labels":[],"label_agreement":null},{"id":"W2902702761","doi":"10.1186/s12991-018-0221-3","title":"The experience and impact of stigma in Saudi people with a mood disorder","year":2018,"lang":"en","type":"article","venue":"Annals of General Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Saudi Basic Industries Corporation; King Saud University","keywords":"Stigma (botany); Psychiatry; Mood; Mental illness; Clinical psychology; Bipolar disorder; Psychology; Social stigma; Mood disorders; Medicine; Mental health; Anxiety; Family medicine","score_opus":0.03482746963932045,"score_gpt":0.41095067577973676,"score_spread":0.37612320614041633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902702761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931563,0.0024591782,0.000007020071,0.0010928194,0.0002508151,0.00022116645,0.000012768923,0.000005568052,0.002794367],"genre_scores_gemma":[0.9989636,0.00017475101,0.00017859889,0.00015814874,0.00010808783,0.000032953045,0.000002921362,0.000009757297,0.00037115952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991575,0.000054054806,0.00024341854,0.00018032262,0.00010606699,0.00025865913],"domain_scores_gemma":[0.999473,0.000027871652,0.00014129249,0.00025112875,0.000046766916,0.000059970636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011678125,0.000111779904,0.00017242332,0.000050504786,0.000115563686,0.000008848245,0.00013985815,0.000044157125,0.00016172515],"category_scores_gemma":[0.0000034832433,0.00006310992,0.000044640674,0.00021967653,0.00019170376,0.00006941397,0.000026737287,0.00005587318,0.000005177525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006274653,0.00028920284,0.98394895,0.000020707439,0.000050544044,3.5545872e-7,0.002369374,0.0000021512872,0.000045293415,0.0013755612,0.0027794505,0.008490974],"study_design_scores_gemma":[0.00085608626,0.0013221981,0.9956367,0.000037707512,0.0000052981036,0.000004350799,0.00091553765,0.00002287319,0.00014896462,0.0008761671,0.00009729581,0.00007679084],"about_ca_topic_score_codex":0.004559479,"about_ca_topic_score_gemma":0.0046716053,"teacher_disagreement_score":0.01168781,"about_ca_system_score_codex":0.0000042055653,"about_ca_system_score_gemma":0.000030997428,"threshold_uncertainty_score":0.6892599},"labels":[],"label_agreement":null},{"id":"W2903039196","doi":"10.1186/s12875-018-0862-y","title":"Controlled trial of the impact of a BC adult mental health practice support program (AMHPSP) on primary health care professionals’ management of depression","year":2018,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Island Health; University of Calgary; Mental Health Commission of Canada; Dalhousie University","funders":"Department of Health, Western Cape Government; Nova Scotia Department of Health and Wellness; Mental Health Commission; Dalhousie University; Commission de la santé mentale du Canada","keywords":"Medicine; Mental health; Depression (economics); Randomized controlled trial; Patient Health Questionnaire; Intervention (counseling); Family medicine; Psychiatry; Anxiety; Depressive symptoms","score_opus":0.04698745555508899,"score_gpt":0.47798588572356304,"score_spread":0.43099843016847406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903039196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8376085,0.0021263962,0.000027738874,0.0044938354,0.0032809519,0.02788685,0.000225973,0.00008071934,0.124269016],"genre_scores_gemma":[0.9887023,0.0002483962,0.005288737,0.0034277246,0.00019769024,0.0010311813,0.0001356207,0.000047731137,0.00092060847],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9937724,0.0025437823,0.001531823,0.0005432189,0.001028808,0.00057996647],"domain_scores_gemma":[0.9930728,0.0011510841,0.0041327523,0.00092586054,0.0005191161,0.00019835775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019780947,0.00034125446,0.00093979604,0.00013689275,0.00036955575,0.000015930986,0.00045048457,0.0001456247,0.00015505278],"category_scores_gemma":[0.0002544366,0.00020911125,0.0003643863,0.00041975974,0.00018312677,0.00042680555,0.00020140724,0.00033099527,0.000035075525],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8042232,0.030260356,0.0033159533,0.0020201658,0.0013262565,0.000010965599,0.01315708,0.0000027622132,0.00005648431,0.0013603221,0.0505775,0.093688995],"study_design_scores_gemma":[0.6406303,0.076712474,0.16936627,0.0031163676,0.00086156395,0.00006839074,0.09083926,0.000036847512,0.0005508819,0.00003791527,0.017064165,0.0007155453],"about_ca_topic_score_codex":0.0036347604,"about_ca_topic_score_gemma":0.000048275382,"teacher_disagreement_score":0.16605031,"about_ca_system_score_codex":0.0005339363,"about_ca_system_score_gemma":0.00093874737,"threshold_uncertainty_score":0.85273093},"labels":[],"label_agreement":null},{"id":"W2903796288","doi":"10.1186/s40359-018-0273-9","title":"Stigma doesn’t discriminate: physical and mental health and stigma in Canadian military personnel and Canadian civilians","year":2018,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Canadian Armed Forces; Ottawa Public Health; Department of National Defence","funders":"Canadian Institute for Military and Veteran Health Research; Canada Research Chairs","keywords":"Stigma (botany); Mental health; Psychology; Military personnel; Population; Public health; Feeling; Embarrassment; Psychiatry; Social stigma; Clinical psychology; Social psychology; Medicine; Environmental health; Nursing; Family medicine; Political science","score_opus":0.037210961494427014,"score_gpt":0.377661138592904,"score_spread":0.340450177098477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903796288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788719,0.0042421897,0.0000018790313,0.0091630425,0.00078441715,0.0006575144,0.00022399343,0.000019007706,0.006036084],"genre_scores_gemma":[0.9918242,0.00023144115,0.00016088446,0.0069731274,0.00021082064,0.000060188708,0.00007831333,0.000027910115,0.00043311052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760324,0.00022856628,0.0002561972,0.0007336623,0.00007800639,0.0011003582],"domain_scores_gemma":[0.99802744,0.000052487583,0.00004515704,0.00027922998,0.000014153717,0.0015815152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023876828,0.0002595927,0.00034875,0.0003784022,0.0005563485,0.000018074934,0.0001305206,0.00016529036,0.00031443324],"category_scores_gemma":[0.000011959204,0.00023998396,0.000023586079,0.00015793384,0.00057331874,0.00010235541,0.000033960026,0.00021415885,0.000057343317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032171173,0.0002597842,0.88165194,0.00013831224,0.000042877007,0.00009788717,0.051132,3.400104e-8,0.000023015516,0.0024083715,0.018504392,0.0454197],"study_design_scores_gemma":[0.0023643076,0.00087638985,0.98132753,0.00004975841,0.000009586472,0.00017472562,0.007002594,0.00007347707,0.0000016359417,0.00057279726,0.0072909305,0.00025624852],"about_ca_topic_score_codex":0.95238787,"about_ca_topic_score_gemma":0.99773794,"teacher_disagreement_score":0.09967563,"about_ca_system_score_codex":0.00025507645,"about_ca_system_score_gemma":0.00023244307,"threshold_uncertainty_score":0.9786262},"labels":[],"label_agreement":null},{"id":"W2903920765","doi":"10.1186/s12906-018-2393-4","title":"Exploring mental health practice among Traditional health practitioners: a qualitative study in rural Kenya","year":2018,"lang":"en","type":"article","venue":"BMC Complementary and Alternative Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Mental health; Thematic analysis; Medicine; Qualitative research; Focus group; Health care; Nursing; Medical education; Psychiatry; Sociology; Political science; Social science","score_opus":0.45079754039340647,"score_gpt":0.5240855104007862,"score_spread":0.07328797000737974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903920765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97739404,0.0006174741,0.00024689117,0.01590822,0.0013836208,0.0022339586,0.00020616183,0.000036907226,0.0019726986],"genre_scores_gemma":[0.9934721,0.00014621289,0.0006237023,0.0034861162,0.000977902,0.0004239947,0.00074370095,0.000019486299,0.000106815045],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99586797,0.0018249576,0.00081409677,0.0004913039,0.00048953196,0.0005121429],"domain_scores_gemma":[0.99821144,0.00073045184,0.000542081,0.00017822102,0.000059641294,0.00027816984],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020654644,0.00026764674,0.0004649435,0.00028757527,0.000659057,0.000019210649,0.00015192166,0.000014103595,0.0025447893],"category_scores_gemma":[0.000036966212,0.00022781412,0.000029510966,0.0002859369,0.00037565685,0.000943866,0.00007273497,0.00024653997,0.00003031808],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001889998,0.0039137765,0.07569551,0.00010111009,0.00036156017,0.000052244635,0.873134,3.8336154e-7,0.000006516013,0.009042094,0.010013518,0.025789263],"study_design_scores_gemma":[0.009480917,0.008711509,0.21210565,0.00036073787,0.000019337349,0.00003214797,0.76598376,0.000037256406,0.0000068864474,0.0005458587,0.0025311846,0.00018475151],"about_ca_topic_score_codex":0.037670057,"about_ca_topic_score_gemma":0.0079138465,"teacher_disagreement_score":0.13641013,"about_ca_system_score_codex":0.00040971168,"about_ca_system_score_gemma":0.000048962782,"threshold_uncertainty_score":0.998367},"labels":[],"label_agreement":null},{"id":"W2904201987","doi":"10.1186/s12889-018-6261-4","title":"“We find what we look for, and we look for what we know”: factors interacting with a mental health training program to influence its expected outcomes in Tunisia","year":2018,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Mitacs","keywords":"Biostatistics; Medicine; Mental health; Public health; Training (meteorology); Medical education; Psychiatry; Nursing","score_opus":0.1445926600396396,"score_gpt":0.4532431794491463,"score_spread":0.3086505194095067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904201987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89415485,0.0077553657,0.0005079046,0.08644613,0.001340618,0.009447985,0.00008782499,0.0002044426,0.000054908378],"genre_scores_gemma":[0.9790631,0.0034233758,0.008189704,0.0045812023,0.00022586378,0.0029535776,0.00023146677,0.0001224395,0.0012093056],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9951125,0.00039775507,0.0011253768,0.0010503904,0.00033634802,0.0019776425],"domain_scores_gemma":[0.9968221,0.0008615508,0.0006350062,0.00043286782,0.00013264419,0.0011158123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011562416,0.0005362294,0.00094413984,0.00058791164,0.0007774965,0.000781213,0.00036281956,0.00017538683,0.00012102534],"category_scores_gemma":[0.00013164773,0.00042792154,0.000094560615,0.000606407,0.000119576864,0.0027400637,0.000114171715,0.0003148795,0.00002439981],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006294524,0.0009986821,0.061656617,0.001146623,0.00008483284,0.0000027038177,0.1598419,5.1174493e-7,0.0000057418647,0.00050889136,0.0012781265,0.7738459],"study_design_scores_gemma":[0.021089228,0.024390884,0.07820563,0.012492294,0.00003487494,0.000098712335,0.66181916,0.00079422625,0.00009859244,0.0003292273,0.19884585,0.0018013386],"about_ca_topic_score_codex":0.0005765019,"about_ca_topic_score_gemma":0.0055776355,"teacher_disagreement_score":0.7720446,"about_ca_system_score_codex":0.00083711225,"about_ca_system_score_gemma":0.00094551506,"threshold_uncertainty_score":0.99981725},"labels":[],"label_agreement":null},{"id":"W2904491453","doi":"10.1111/hsc.12694","title":"Health‐related stigma of noncommunicable neurological disease in rural adult populations: A scoping review","year":2018,"lang":"en","type":"review","venue":"Health & Social Care in the Community","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Stigma (botany); Disease; Medicine; Social stigma; Gerontology; Psychiatry; Family medicine; Pathology; Human immunodeficiency virus (HIV)","score_opus":0.2522109262670474,"score_gpt":0.5381361325564097,"score_spread":0.2859252062893623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904491453","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021246155,0.9848571,2.4918788e-7,0.003921788,0.00051056995,0.0077171377,0.00020880988,0.000047968417,0.000611782],"genre_scores_gemma":[0.008739296,0.9833325,0.00003932715,0.0047251945,0.0000953252,0.0013002662,0.0017064698,0.000048401642,0.000013223479],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.95945054,0.036205377,0.0028781116,0.00029005329,0.00035529313,0.0008206052],"domain_scores_gemma":[0.99411184,0.0014850805,0.002466342,0.0015886455,0.00012182534,0.00022626549],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0048906873,0.00050075003,0.0031567786,0.00022135802,0.0017326446,0.000022760401,0.0018141009,0.0004018824,0.00016131066],"category_scores_gemma":[0.00036533186,0.00037135644,0.00046314282,0.0012775139,0.00030309748,0.00008370004,0.00045010622,0.003374408,0.000047295853],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008264252,0.0008637506,0.0014831545,0.26147288,0.000021440916,0.000015626674,0.011722396,1.15989856e-7,8.231292e-11,0.00087784854,0.0013445339,0.72211564],"study_design_scores_gemma":[0.00195527,0.0015438307,0.021923967,0.9415051,0.00028132342,0.000034329347,0.0053057186,0.0000030329184,1.044884e-9,0.001244268,0.025508411,0.0006947836],"about_ca_topic_score_codex":0.04187216,"about_ca_topic_score_gemma":0.026517395,"teacher_disagreement_score":0.7214208,"about_ca_system_score_codex":0.00082201307,"about_ca_system_score_gemma":0.0010972596,"threshold_uncertainty_score":0.9998738},"labels":[],"label_agreement":null},{"id":"W2904738865","doi":"10.1155/2018/1592596","title":"Depression and Its Help Seeking Behaviors: A Systematic Review and Meta-Analysis of Community Survey in Ethiopia","year":2018,"lang":"en","type":"review","venue":"Depression Research and Treatment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Meta-analysis; Publication bias; Demography; Psychiatry; Internal medicine","score_opus":0.5696894381361629,"score_gpt":0.5796132931620772,"score_spread":0.009923855025914308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904738865","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009447608,0.984185,5.0304163e-7,0.000020841237,0.000024549652,0.005688136,0.00049483596,0.0000131228235,0.00012543763],"genre_scores_gemma":[0.021114573,0.9741984,0.000010510524,0.000023456163,0.0000076260108,0.003231271,0.00051174406,0.00003472083,0.0008676753],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9861997,0.010785401,0.0012803155,0.00069394783,0.00050811726,0.00053252146],"domain_scores_gemma":[0.9946815,0.0031816,0.0006086679,0.0010222842,0.00018087852,0.00032507378],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0048887045,0.0005610495,0.0062576905,0.001023842,0.0004930232,0.0000683072,0.00030881813,0.00039216763,0.00031971655],"category_scores_gemma":[0.00017123838,0.00030875747,0.00045168487,0.0011602528,0.00017851056,0.000094762996,0.00046559132,0.00066673785,0.000014948011],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110679,0.0025015548,0.008956293,0.8642761,0.07759417,0.00011010615,0.0013116905,1.9655454e-8,3.9494898e-7,0.000025764244,0.00016799787,0.044945203],"study_design_scores_gemma":[0.0017911219,0.0015348243,0.01796082,0.14311182,0.83262277,0.000074729,0.0003130594,0.000005625152,0.0000076033866,0.00002723088,0.00183686,0.0007135163],"about_ca_topic_score_codex":0.006558412,"about_ca_topic_score_gemma":0.0026699142,"teacher_disagreement_score":0.7550286,"about_ca_system_score_codex":0.0001441079,"about_ca_system_score_gemma":0.0000491623,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W2907643131","doi":"10.1176/appi.ps.201800219","title":"Process Evaluation of a Treatment Program for Mood and Anxiety Disorders Among Emerging Adults: Preentry Factors, Engagement, and Outcomes","year":2019,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute","funders":"","keywords":"Anxiety; Mood; Psychology; Mood disorders; Clinical psychology; Psychiatry","score_opus":0.021079834488647545,"score_gpt":0.3780849755911786,"score_spread":0.35700514110253107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907643131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99004483,0.002515862,0.000002546548,0.00014089409,0.00041475007,0.005503783,0.00004863426,0.000060000955,0.0012686688],"genre_scores_gemma":[0.99793035,0.0003255626,0.00022336202,0.000027343425,0.000038567967,0.0012284976,0.00012405615,0.000022766364,0.000079471625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986085,0.00010088166,0.00032492203,0.0004620473,0.00021779556,0.00028582514],"domain_scores_gemma":[0.99926037,0.000082050945,0.00029105158,0.00022057642,0.00006580171,0.00008012861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029503606,0.00023748002,0.00028120846,0.0001230244,0.00015445134,0.00002869709,0.00010978362,0.00008342336,0.00013887233],"category_scores_gemma":[0.0000027984677,0.00017542629,0.00006534947,0.00018803,0.00002340623,0.00021311465,0.00002588556,0.00005148533,0.0000026616137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013634132,0.00062195555,0.8865254,0.00096720987,0.00017770824,1.7846782e-8,0.005959774,0.0000044296185,8.2509473e-7,0.00004812497,0.0000040415484,0.1055542],"study_design_scores_gemma":[0.0061632777,0.00107513,0.97647226,0.000033640114,0.00037870696,3.639235e-7,0.013129371,0.0019719235,0.000009975209,0.00039254074,0.00020122771,0.00017156734],"about_ca_topic_score_codex":0.0012575407,"about_ca_topic_score_gemma":0.0012551415,"teacher_disagreement_score":0.10538263,"about_ca_system_score_codex":0.000042303967,"about_ca_system_score_gemma":0.000018666968,"threshold_uncertainty_score":0.7153677},"labels":[],"label_agreement":null},{"id":"W2908253977","doi":"10.5604/01.3001.0012.8298","title":"Pain as a risk factor for common mental disorders. Results from the Netherlands Mental Health Survey and Incidence Study-2: a longitudinal, populationbased study - PAIN 159 (2018) 712–718","year":2018,"lang":"en","type":"article","venue":"Ból","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Anxiety; Medicine; Mood disorders; Psychiatry; Mood; Population; Odds ratio; Mental health; Risk factor; Prevalence of mental disorders; Epidemiology; Pain disorder; Incidence (geometry); Chronic pain; Internal medicine","score_opus":0.09138180179807599,"score_gpt":0.42105254845656886,"score_spread":0.3296707466584929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908253977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98679954,0.00046085974,0.00012423797,0.0013430732,0.0006531546,0.0060066446,0.00450307,0.00005967154,0.00004976998],"genre_scores_gemma":[0.99729705,0.000031160056,0.000049450828,0.0007621323,0.00022312602,0.00029465905,0.0010565029,0.000036135512,0.00024978738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99339134,0.0044032643,0.0006599626,0.0007215631,0.00033286095,0.0004909994],"domain_scores_gemma":[0.9965675,0.0021905089,0.0004399745,0.0005902315,0.000036094447,0.00017572049],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0055735614,0.00031337255,0.00040177302,0.000060906605,0.0013366337,0.00010027832,0.0003157807,0.000078773446,0.00030005004],"category_scores_gemma":[0.00023947183,0.00021972084,0.000058192018,0.00020450083,0.00012043628,0.00012875964,0.00010818389,0.00017476807,0.000043363718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027321025,0.0020098067,0.908826,0.0000058592846,0.00016056522,0.000002226721,0.023472335,1.5741396e-7,8.617659e-7,0.0000033794695,0.014003647,0.04878308],"study_design_scores_gemma":[0.0076572206,0.0076269745,0.9717387,0.00002855283,0.000029760899,8.7213607e-7,0.011674939,0.000218869,0.0000012835953,0.00013140938,0.00068301894,0.0002083764],"about_ca_topic_score_codex":0.1465443,"about_ca_topic_score_gemma":0.31742153,"teacher_disagreement_score":0.17087725,"about_ca_system_score_codex":0.00014687976,"about_ca_system_score_gemma":0.00003656419,"threshold_uncertainty_score":0.99996346},"labels":[],"label_agreement":null},{"id":"W2909155730","doi":"10.1177/2050312118820344","title":"A survey of Canadian and Australian pharmacists’ stigma of suicide","year":2019,"lang":"en","type":"article","venue":"SAGE Open Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Dalhousie University","keywords":"Stigma (botany); Mental illness; Psychiatry; Medicine; Mental health; Suicide prevention; Poison control; Medical emergency","score_opus":0.1513585053112943,"score_gpt":0.4564502745052378,"score_spread":0.3050917691939435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909155730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94446033,0.0007090405,4.0680013e-7,0.0008490048,0.00036323545,0.0007373374,0.000113367314,0.0000024934066,0.052764803],"genre_scores_gemma":[0.9806464,0.00007571326,0.000023355671,0.00027406515,0.000022036798,0.000010308879,0.00009061378,0.000008882573,0.018848622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908257,0.00012271154,0.00029438312,0.00017616994,0.000110488894,0.00021367277],"domain_scores_gemma":[0.99928296,0.00011315483,0.000121260615,0.00022500326,0.00003667112,0.00022095253],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069276104,0.00009120035,0.00033025982,0.00020266589,0.000035546655,0.000004287661,0.00024797695,0.000045047294,0.018308396],"category_scores_gemma":[0.000021711285,0.00006931709,0.0000100755,0.00032139278,0.00009912963,0.000058639827,0.000039815804,0.00007212045,0.000060673025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002312889,0.00006659827,0.9279876,0.00013242947,0.00007293555,0.000052306215,0.0014701943,9.305624e-8,0.00060285645,0.00017757156,0.010103419,0.05910273],"study_design_scores_gemma":[0.003218039,0.0003424916,0.9933746,0.00019005233,0.00002434587,0.0000096516505,0.00040470055,0.000002008418,0.0004175146,0.000031155236,0.0019206665,0.000064765874],"about_ca_topic_score_codex":0.80784446,"about_ca_topic_score_gemma":0.2112371,"teacher_disagreement_score":0.5966073,"about_ca_system_score_codex":0.00002208257,"about_ca_system_score_gemma":0.000039499715,"threshold_uncertainty_score":0.982589},"labels":[],"label_agreement":null},{"id":"W2910357614","doi":"10.1002/hpm.2733","title":"Who experiences unmet need for mental health services and what other barriers to accessing health care do they face? <scp>F</scp>indings from <scp>A</scp>ustralia and <scp>C</scp>anada","year":2019,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"James Cook University","keywords":"Mental health; Face (sociological concept); Health care; Internet privacy; Nursing; Psychology; Medicine; Computer science; Psychiatry; Sociology; Political science","score_opus":0.02713483442048394,"score_gpt":0.37250275054599963,"score_spread":0.3453679161255157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910357614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960097,0.027387377,0.00012586838,0.0076815565,0.0024776245,0.001501199,0.00013782785,0.000025459118,0.0005660527],"genre_scores_gemma":[0.97345096,0.003682212,0.0006905572,0.02041841,0.00031546378,0.000081639075,0.000068633824,0.000044622597,0.0012474844],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967951,0.0002842573,0.00094811415,0.0005242423,0.00069682143,0.0007514749],"domain_scores_gemma":[0.9970325,0.00078437786,0.0012471352,0.00019950721,0.00007983349,0.0006566456],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012825399,0.000361366,0.00061277824,0.00035774664,0.0008992562,0.0008187615,0.0006143694,0.00008121375,0.000018784218],"category_scores_gemma":[0.000032152424,0.00026985118,0.000074743686,0.00012066484,0.000070744,0.00076492067,0.00023141729,0.00027405008,0.000005555153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019170235,0.0001568776,0.051760767,0.0014203053,0.0010141277,0.00003827572,0.82098746,0.00013281546,0.000018387333,0.0015292858,0.05752899,0.065221],"study_design_scores_gemma":[0.0028417453,0.0009371029,0.021045828,0.0023618827,0.000032288994,0.00005207396,0.86686766,0.00008275412,0.000046229674,0.0004021102,0.10526126,0.00006906454],"about_ca_topic_score_codex":0.002795747,"about_ca_topic_score_gemma":0.0001989197,"teacher_disagreement_score":0.06515193,"about_ca_system_score_codex":0.0003641092,"about_ca_system_score_gemma":0.00012900519,"threshold_uncertainty_score":0.9999754},"labels":[],"label_agreement":null},{"id":"W2911414962","doi":"10.1177/0840470418818581","title":"Expanding access to psychotherapy in Canada: Building on achievements in Australia and the United Kingdom","year":2019,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Workforce; Equity (law); Context (archaeology); Mental health; Government (linguistics); Political science; Public relations; Public administration; Economic growth; Business; Medicine; Psychiatry; Economics; Geography; Law","score_opus":0.08624525134785577,"score_gpt":0.42690371275263905,"score_spread":0.3406584614047833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911414962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965533,0.00006732657,0.000016968746,0.02841844,0.00113797,0.003334928,0.000008693057,0.000017629094,0.0014650114],"genre_scores_gemma":[0.9822699,0.00006422531,0.000047414833,0.016137792,0.000025026595,0.00044800036,0.000018439305,0.000024535331,0.00096465537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977203,0.00023063351,0.0004578971,0.00050507387,0.0002858991,0.00080021296],"domain_scores_gemma":[0.9992424,0.000101457066,0.000115576484,0.00039585767,0.000010520316,0.00013414737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048077552,0.00022363735,0.00029272388,0.0005553371,0.00013451317,0.00006532124,0.00039142763,0.000053773845,0.0002810706],"category_scores_gemma":[0.0000017013077,0.00017147776,0.000024716643,0.00079136086,0.000018221228,0.0001060036,0.00009978735,0.0002368994,0.000045104076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014734886,0.000113561844,0.86588943,0.00021497863,0.000047923142,0.000060696217,0.000626474,0.00007089399,0.0000014253043,0.107856154,0.002567776,0.021077206],"study_design_scores_gemma":[0.010227538,0.00023367717,0.97141933,0.00060617947,0.000007873908,0.0000015950308,0.002418974,0.00007246214,0.000014949948,0.0020964774,0.012613338,0.00028760108],"about_ca_topic_score_codex":0.9215506,"about_ca_topic_score_gemma":0.8635233,"teacher_disagreement_score":0.10575967,"about_ca_system_score_codex":0.0007340767,"about_ca_system_score_gemma":0.000028176293,"threshold_uncertainty_score":0.699266},"labels":[],"label_agreement":null},{"id":"W2911668959","doi":"10.1177/0840470418798658","title":"Managing the stigma of opioid use","year":2019,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Commission de la santé mentale du Canada","keywords":"Cognitive reframing; Psychological intervention; Stigma (botany); Blame; Shame; Public health; Health care; Nursing; Psychology; Opioid; Medicine; Public relations; Psychiatry; Social psychology; Political science","score_opus":0.0403142893493042,"score_gpt":0.3589146799291847,"score_spread":0.3186003905798805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911668959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83948785,0.002515588,0.00019664309,0.036271185,0.004072659,0.004847585,0.000041312207,0.00016009739,0.11240707],"genre_scores_gemma":[0.97156966,0.00025255585,0.00015752456,0.0037203806,0.000040178635,0.00014238709,0.000033090073,0.000025531266,0.024058692],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983231,0.0001200171,0.0003784224,0.00033918218,0.00026446398,0.0005748222],"domain_scores_gemma":[0.9988761,0.00008770887,0.0001785329,0.00074462045,0.000029003251,0.00008401316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002594835,0.00016372504,0.00021164863,0.00013091919,0.00021744655,0.0000313712,0.00034176253,0.0000558014,0.001076547],"category_scores_gemma":[0.0000016689208,0.00011665926,0.000079849735,0.0002558708,0.000040781706,0.00013330475,0.00019520796,0.00013653266,0.0007760945],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021370022,0.00020750579,0.25216278,0.0012983654,0.00018738848,0.000037693262,0.0010243404,0.000006421085,0.0000025128911,0.38376245,0.019882893,0.34121397],"study_design_scores_gemma":[0.0031924015,0.0007445476,0.6649139,0.00051080243,0.00010411473,0.000011401837,0.01859017,0.0001847089,0.00007406742,0.010637923,0.30055782,0.0004781649],"about_ca_topic_score_codex":0.0019684988,"about_ca_topic_score_gemma":0.00018073949,"teacher_disagreement_score":0.4127511,"about_ca_system_score_codex":0.00006983548,"about_ca_system_score_gemma":0.0000071722434,"threshold_uncertainty_score":0.9998366},"labels":[],"label_agreement":null},{"id":"W2911802810","doi":"10.4102/phcfm.v11i1.1902","title":"Accessible continued professional development for maternal mental health","year":2019,"lang":"en","type":"article","venue":"African Journal of Primary Health Care & Family Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Waterloo","funders":"","keywords":"Mental health; Stigma (botany); Medicine; Mental illness; Test (biology); Curriculum; Scale (ratio); Mental health literacy; Professional development; Nursing; Medical education; Psychology; Psychiatry","score_opus":0.04248164445290077,"score_gpt":0.40418873583442433,"score_spread":0.36170709138152357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911802810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9001831,0.05000724,0.00020950031,0.0252075,0.016347403,0.0029510062,0.00007906883,0.00004190399,0.00497331],"genre_scores_gemma":[0.96420133,0.00047593785,0.0033202716,0.026833232,0.0010498851,0.00009825714,0.00021177373,0.000065100416,0.0037441861],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99566823,0.00032904613,0.0018917071,0.0003776481,0.0008427631,0.00089061516],"domain_scores_gemma":[0.9965576,0.00017641517,0.0019462815,0.00026937062,0.0003092039,0.00074112386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017490934,0.0003301957,0.0011949666,0.0003660977,0.00045738436,0.000016240985,0.00049220864,0.00009414199,0.0005535759],"category_scores_gemma":[0.0000157821,0.00023393157,0.00012586851,0.00025987384,0.00009349449,0.00021657495,0.00007236296,0.00040809173,0.00005429389],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045683067,0.0006719158,0.041345436,0.0026616051,0.0003046536,0.000046580077,0.055216156,7.4571216e-7,0.0002611769,0.0002816562,0.25697482,0.63766694],"study_design_scores_gemma":[0.016679,0.0075567504,0.42668203,0.002559995,0.00003395079,0.00016431343,0.023652542,0.0000018372017,0.000051250296,0.000053167227,0.52223825,0.00032690892],"about_ca_topic_score_codex":0.00032913126,"about_ca_topic_score_gemma":0.000032158274,"teacher_disagreement_score":0.63734,"about_ca_system_score_codex":0.0015300179,"about_ca_system_score_gemma":0.00158459,"threshold_uncertainty_score":0.9539452},"labels":[],"label_agreement":null},{"id":"W2912304421","doi":"10.1542/hpeds.2018-0112","title":"Evaluating the HEADS-ED Screening Tool in a Hospital-Based Mental Health and Addictions Central Referral Intake System: A Prospective Cohort Study","year":2019,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health; Children's Hospital of Eastern Ontario; Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Referral; Intraclass correlation; Psychosocial; Inter-rater reliability; Mental health; Cohort; Health care; Family medicine; Psychiatry; Psychometrics; Rating scale; Clinical psychology; Internal medicine","score_opus":0.034163501739445046,"score_gpt":0.37111567191330175,"score_spread":0.3369521701738567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912304421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98504823,0.0012331024,0.00002668018,0.0007647267,0.0019344077,0.010068998,0.00009278245,0.00012561478,0.00070543075],"genre_scores_gemma":[0.99794555,0.000030949723,0.00023400396,0.00018276498,0.00029062404,0.00093573827,0.00013037643,0.00004373006,0.00020626085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967931,0.00039288762,0.0006941669,0.00075018214,0.00056953897,0.00080013013],"domain_scores_gemma":[0.9987789,0.00017753299,0.00035746253,0.00044243308,0.00006275032,0.00018091286],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009840747,0.00032413422,0.00044958098,0.00018450503,0.0005245637,0.0001032461,0.00022327623,0.000106466185,0.00011294798],"category_scores_gemma":[0.000043563337,0.00025509845,0.00008360523,0.00058063294,0.0000555519,0.00022293255,0.00010699547,0.00045350718,0.000075671924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023627515,0.0014894471,0.98659277,0.000099906305,0.000053846572,0.000012682885,0.007984044,0.000025922298,2.6407406e-7,0.00034680637,0.0006772545,0.0024807737],"study_design_scores_gemma":[0.0049947533,0.007583821,0.96621597,0.00006382874,0.000063850406,0.0000051078705,0.019308861,0.0014503591,4.628401e-7,0.0000125558445,0.000024398278,0.00027604523],"about_ca_topic_score_codex":0.0014724508,"about_ca_topic_score_gemma":0.000120233795,"teacher_disagreement_score":0.020376822,"about_ca_system_score_codex":0.00066810433,"about_ca_system_score_gemma":0.0001421877,"threshold_uncertainty_score":0.9999901},"labels":[],"label_agreement":null},{"id":"W2913469881","doi":"10.1016/j.healthplace.2019.01.006","title":"Deinstitutionalization of mental hospitals and rates of psychiatric disability: An international study","year":2019,"lang":"en","type":"article","venue":"Health & Place","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); Psychiatry; Global mental health; Burden of disease; Mental disease; Mental illness; Psychology; Gerontology; Medicine; Disease; Geography","score_opus":0.02912403407600854,"score_gpt":0.426513589099856,"score_spread":0.39738955502384743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913469881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99536157,0.0004919123,0.000010720534,0.00058011233,0.0009403515,0.0012561764,0.00005961381,0.000012022713,0.0012875206],"genre_scores_gemma":[0.99927175,0.000056407138,0.0001511179,0.00012598917,0.00003671748,0.000030461293,0.00011006962,0.000006406134,0.00021105593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989332,0.00013638791,0.00039018365,0.0002285847,0.00017875205,0.00013286603],"domain_scores_gemma":[0.9994248,0.000053119416,0.00023684652,0.00017699826,0.00003329198,0.00007492501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003365504,0.000083702085,0.00019088149,0.000057846722,0.000065436114,0.000005993688,0.00009669893,0.000033331653,0.0005718266],"category_scores_gemma":[0.0000055178402,0.00007473797,0.000018885577,0.00011960349,0.00005649863,0.00017551315,0.000025533074,0.000044813594,0.000018092996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022763619,0.0015647162,0.98626524,0.00011983022,0.000028718168,2.8918478e-7,0.0022027616,0.0000044122885,0.00000710485,0.0047784178,0.00013792665,0.004662941],"study_design_scores_gemma":[0.0019790828,0.0014792915,0.9935828,0.00002587349,0.000008163331,0.000003241528,0.0023347125,0.0000872715,0.000026359503,0.00010923273,0.00030313505,0.000060857703],"about_ca_topic_score_codex":0.0010735482,"about_ca_topic_score_gemma":0.00015359139,"teacher_disagreement_score":0.0073175323,"about_ca_system_score_codex":0.00007753386,"about_ca_system_score_gemma":0.00004057763,"threshold_uncertainty_score":0.62611},"labels":[],"label_agreement":null},{"id":"W2913801179","doi":"10.1016/s2215-0366(18)30434-6","title":"A partnership for transforming mental health globally","year":2019,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Coalition for Epidemic Preparedness Innovations; World Bank Group; Norwegian Institute of Public Health; Bill and Melinda Gates Foundation","keywords":"Mental health; General partnership; Global mental health; Global health; Stewardship (theology); Scale (ratio); Social determinants of health; Business; Accountability; Economic growth; Civil society; Public relations; Finance; Health care; Political science; Medicine; Economics; Psychiatry","score_opus":0.05504077803357717,"score_gpt":0.40414745659528833,"score_spread":0.3491066785617112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913801179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74238753,0.0044882456,0.00008197162,0.12729403,0.0057311943,0.003245314,0.00010471364,0.0001633643,0.116503656],"genre_scores_gemma":[0.9708196,0.00005705872,0.0006138,0.020730944,0.001443665,0.00023528597,0.00008793102,0.000030469517,0.00598123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865466,0.00008164387,0.00025384937,0.00026141072,0.00014239851,0.00060603867],"domain_scores_gemma":[0.99934244,0.00004819131,0.000111945476,0.00040044356,0.000008605352,0.00008835522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051550206,0.00014890845,0.00028525514,0.00002489016,0.00028024238,0.000028807097,0.00037272045,0.000056928093,0.00065529003],"category_scores_gemma":[0.0000010431582,0.0000985585,0.0001056263,0.00010722181,0.000027537566,0.000066331486,0.0000150769765,0.00012546444,0.0005253093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015665297,0.0004969676,0.20033045,0.00048537474,0.00020294306,5.8309365e-7,0.0054705986,0.0000011581867,0.000015423699,0.25420213,0.50378186,0.033445965],"study_design_scores_gemma":[0.022061765,0.001862715,0.16841477,0.00042158132,0.00007260211,0.000062749794,0.0068824347,0.000091061826,0.00003332605,0.024598515,0.77476335,0.00073512306],"about_ca_topic_score_codex":0.000083945066,"about_ca_topic_score_gemma":0.00011055733,"teacher_disagreement_score":0.2709815,"about_ca_system_score_codex":0.00005999717,"about_ca_system_score_gemma":0.000053642947,"threshold_uncertainty_score":0.71749663},"labels":[],"label_agreement":null},{"id":"W2913962452","doi":"10.1016/j.apnu.2019.01.006","title":"Stigma in health professionals towards people with mental illness: An integrative review","year":2019,"lang":"en","type":"review","venue":"Archives of Psychiatric Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Stigma (botany); Mental illness; Mental health; Health professionals; Psychology; Affect (linguistics); Social stigma; Psychiatry; Clinical psychology; Nursing; Medicine; Health care; Family medicine","score_opus":0.05084692332394601,"score_gpt":0.4718095412565824,"score_spread":0.4209626179326364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913962452","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008123074,0.9778047,0.00003976933,0.0007833457,0.0020798065,0.0058031604,0.00017024626,0.000033860208,0.013203847],"genre_scores_gemma":[0.00011478579,0.9943027,0.0028919475,0.0002960112,0.00015591944,0.00043419565,0.00080027024,0.000089568144,0.0009145983],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9949345,0.0015244052,0.00157118,0.0009046842,0.00037558345,0.0006896715],"domain_scores_gemma":[0.99712497,0.00029174707,0.0016009461,0.00072591595,0.000019026427,0.00023739792],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004381433,0.00068515696,0.0030318655,0.00073117064,0.00021748096,0.000014872575,0.00061969366,0.0001504857,0.00035301395],"category_scores_gemma":[0.00000844789,0.0004410137,0.00036746237,0.0010248659,0.00013956227,0.00016695521,0.000049295577,0.00068620563,0.00004558785],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111131136,0.0015211419,0.00011961234,0.0680355,0.00010151902,0.0000032796559,0.00589922,5.079579e-8,8.863743e-9,0.0009440349,0.0018829461,0.92138153],"study_design_scores_gemma":[0.0018429322,0.0021768955,0.0010876014,0.67766166,0.0006999519,0.00011386096,0.0037967174,0.000004475534,1.6879395e-7,0.0006573978,0.31107715,0.00088121183],"about_ca_topic_score_codex":0.00056807615,"about_ca_topic_score_gemma":0.00016263138,"teacher_disagreement_score":0.92050034,"about_ca_system_score_codex":0.00021222452,"about_ca_system_score_gemma":0.0007210599,"threshold_uncertainty_score":0.99980414},"labels":[],"label_agreement":null},{"id":"W2914036579","doi":"10.1177/0017896919826374","title":"Addressing Mental Health Literacy in a UK university campus population: Positive replication of a Canadian intervention","year":2019,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Mental health literacy; Mental health; Medical education; Stigma (botany); Intervention (counseling); Health literacy; Psychology; Psychological intervention; Sample (material); Literacy; Population; Medicine; Family medicine; Mental illness; Pedagogy; Environmental health; Psychiatry; Political science; Health care","score_opus":0.056476332222165575,"score_gpt":0.44831410220773704,"score_spread":0.39183776998557146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914036579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97393596,0.0016500098,0.000025687035,0.019164134,0.002368184,0.0009064983,0.000032503176,0.000007440061,0.0019095863],"genre_scores_gemma":[0.9961504,0.00015043371,0.00048011026,0.001339121,0.00010545552,0.0000060368775,0.00036055016,0.000008660359,0.0013992747],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983373,0.0004387132,0.0005509727,0.00023664202,0.00012987356,0.00030647905],"domain_scores_gemma":[0.9984777,0.000029670262,0.0007602279,0.00021845038,0.00007493189,0.00043903565],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007628444,0.00009042345,0.00019487106,0.001014931,0.00031243978,0.000027130449,0.000103156744,0.000051874886,0.0011784582],"category_scores_gemma":[0.000012134602,0.00009881836,0.000051489984,0.00057205255,0.0000125666065,0.00027643,0.0000092346945,0.0002177332,0.000039757288],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018131078,0.0005627728,0.4179268,0.00014711035,0.000018692906,0.0000021164153,0.017397571,0.0000021352541,0.0000036578765,0.0018598303,0.008680857,0.5532172],"study_design_scores_gemma":[0.0010964264,0.00029082416,0.98613167,0.0009234562,0.0000028699599,0.00009766378,0.005326261,0.000025646337,0.0000034661603,0.00013641581,0.0058911555,0.00007415492],"about_ca_topic_score_codex":0.3096829,"about_ca_topic_score_gemma":0.037866123,"teacher_disagreement_score":0.5682049,"about_ca_system_score_codex":0.0020773015,"about_ca_system_score_gemma":0.0012210392,"threshold_uncertainty_score":0.9997346},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2914054137","doi":"10.5539/res.v11n1p73","title":"The Social Cost of Major Depression. A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Review of European Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Depression (economics); Systematic review; Indirect costs; Psychiatry; Jurisdiction; Health care; Medicine; Population; Mental health; Burden of disease; Cost estimate; Public health; Environmental health; MEDLINE; Business; Economics; Political science; Nursing; Economic growth","score_opus":0.22210693850174834,"score_gpt":0.5250673022103838,"score_spread":0.30296036370863544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914054137","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.8079173e-8,0.96585333,3.9236443e-7,0.0001008109,0.00061092374,0.010666151,0.000080792,0.000018074952,0.022669446],"genre_scores_gemma":[7.1282204e-7,0.9940332,0.0000066679845,0.00038409248,0.00013656486,0.00094041333,0.000041795505,0.000073209994,0.0043832986],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99125284,0.0044685854,0.0031475683,0.00041812207,0.00038027496,0.00033258574],"domain_scores_gemma":[0.9932997,0.0012577848,0.0041248472,0.0010441939,0.00022592823,0.00004749845],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033464786,0.00053897523,0.0073782015,0.00005721793,0.00028111087,0.000008553426,0.00092009647,0.000057241694,0.000119075565],"category_scores_gemma":[0.000489836,0.0002474375,0.0012815853,0.00039096246,0.00018655282,0.00003650526,0.0004116836,0.0002553961,0.0012748105],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013683331,0.000040251864,3.522845e-7,0.67932504,0.0010717661,0.0000066770194,0.000045792294,1.0537645e-10,1.4474192e-9,0.00022545579,0.027909601,0.29137367],"study_design_scores_gemma":[0.00007661229,0.000024364508,0.0000015437923,0.5501693,0.0076269684,0.000012178439,0.000051041672,1.635789e-9,9.899294e-9,8.8566156e-7,0.44193402,0.00010307188],"about_ca_topic_score_codex":0.0000027512592,"about_ca_topic_score_gemma":6.407069e-7,"teacher_disagreement_score":0.4140244,"about_ca_system_score_codex":0.00007121876,"about_ca_system_score_gemma":0.00004034455,"threshold_uncertainty_score":0.9999978},"labels":[],"label_agreement":null},{"id":"W2914365774","doi":"10.1007/s00115-019-0681-y","title":"Epidemie der Depression?","year":2019,"lang":"de","type":"article","venue":"Der Nervenarzt","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CIDI; German; Mental health; Depression (economics); Quarter (Canadian coin); Psychiatry; Psychiatric epidemiology; Population; Psychology; Epidemiology; Medicine; Family medicine; Environmental health; Geography; National Comorbidity Survey","score_opus":0.03512692040548262,"score_gpt":0.3779686863441012,"score_spread":0.3428417659386186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914365774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83186114,0.089583516,0.00007548469,0.0044497745,0.016089113,0.001954456,0.000091609516,0.00017503627,0.055719893],"genre_scores_gemma":[0.9477074,0.0003650223,0.0001705816,0.0035101087,0.0015494847,0.00010955167,0.00018491285,0.00009569022,0.046307262],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963858,0.00048983813,0.00076480577,0.00094326714,0.0003512602,0.0010650149],"domain_scores_gemma":[0.99769235,0.0004075765,0.00033228958,0.0011180018,0.00005292833,0.0003968787],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047495094,0.00047274152,0.00063508505,0.00015233574,0.00029283942,0.00007461034,0.0005049964,0.0004778693,0.023022892],"category_scores_gemma":[0.000021279897,0.00040352246,0.00029992856,0.00028779733,0.00007355623,0.00021515603,0.0001976531,0.0005014475,0.07475092],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047591398,0.0016955693,0.6841557,0.0007076922,0.0009791114,0.00035745688,0.0012639362,0.000030281366,0.00010773569,0.0018287342,0.20464775,0.10375012],"study_design_scores_gemma":[0.006733538,0.00051077217,0.21937884,0.000703188,0.00057332136,0.000041399184,0.00033155503,0.00042224792,0.0011181612,0.0015674318,0.7676552,0.0009643453],"about_ca_topic_score_codex":0.0005163225,"about_ca_topic_score_gemma":0.000027968586,"teacher_disagreement_score":0.5630075,"about_ca_system_score_codex":0.00017904505,"about_ca_system_score_gemma":0.000042122596,"threshold_uncertainty_score":0.9998417},"labels":[],"label_agreement":null},{"id":"W2914444462","doi":"10.2196/11493","title":"Web-Based Stress Management Program for University Students in Indonesia: Systematic Cultural Adaptation and Protocol for a Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vrije Universiteit Amsterdam","keywords":"Psychological intervention; Focus group; Stress management; Anxiety; Medical education; Usability; Psychology; Data collection; Applied psychology; Protocol (science); Medicine; Clinical psychology; Nursing; Alternative medicine; Computer science; Psychiatry; Sociology","score_opus":0.3597263921438131,"score_gpt":0.620644011195098,"score_spread":0.26091761905128497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914444462","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2505716,3.5430222e-7,0.0000117058935,0.00003055091,0.0000061008436,0.7491024,0.000020315021,0.000044678458,0.00021228772],"genre_scores_gemma":[0.20102142,1.2479167e-8,0.00025344064,0.000004566808,0.000012471992,0.7976438,0.000015110006,0.000015359963,0.0010338314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967567,0.0010323392,0.00040010893,0.00062921934,0.00060605083,0.00057559356],"domain_scores_gemma":[0.99873227,0.00034991806,0.00014742532,0.00043043212,0.00022144077,0.0001185193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021348556,0.00018373983,0.0003510434,0.0002746295,0.00024549317,0.00015337391,0.00043097962,0.000094164185,0.000042877204],"category_scores_gemma":[0.000019626214,0.00014453968,0.000055847668,0.00039548546,0.000058303136,0.0002064993,0.00014024305,0.00018697372,0.000023004026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012651767,0.023034375,0.85239595,0.10368661,0.00009159348,0.000024168572,0.0021336896,0.0000040977297,0.0000055905894,0.00043867563,0.00036800283,0.0051654754],"study_design_scores_gemma":[0.16336316,0.028046902,0.7282975,0.0199134,0.000025422987,0.0000012050992,0.05476091,0.0018539913,0.000038102076,0.00015144514,0.003068824,0.00047915365],"about_ca_topic_score_codex":0.0000528623,"about_ca_topic_score_gemma":0.00019798423,"teacher_disagreement_score":0.1507114,"about_ca_system_score_codex":0.00038061664,"about_ca_system_score_gemma":0.000049941125,"threshold_uncertainty_score":0.58941567},"labels":[],"label_agreement":null},{"id":"W2914902447","doi":"10.2217/cer-2018-0140","title":"Medicaid spending burden among beneficiaries with treatment-resistant depression","year":2019,"lang":"en","type":"article","venue":"Journal of Comparative Effectiveness Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"H2020 European Research Council; Janssen Scientific Affairs","keywords":"Medicaid; Major depressive disorder; Medicine; Depression (economics); Treatment-resistant depression; Psychiatry; Cohort; Incidence (geometry); Emergency medicine; Health care; Internal medicine","score_opus":0.11921362968322262,"score_gpt":0.49022224188282787,"score_spread":0.37100861219960524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914902447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98270285,0.002177077,0.000115466784,0.000054938242,0.0004472047,0.0012177549,0.000006328788,0.0000121645,0.0132662],"genre_scores_gemma":[0.9987124,0.000038673723,0.000063724845,0.0000025743593,0.00026190004,0.000086047374,0.000006077969,0.000023412022,0.0008051948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955343,0.0020725047,0.0004404206,0.00033277227,0.0010450048,0.00057501986],"domain_scores_gemma":[0.99594307,0.0027261442,0.00036094323,0.0002952225,0.0004197671,0.00025485145],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019977977,0.00024393649,0.00075882266,0.0005249548,0.00037189136,0.00009548419,0.00035536624,0.00010626843,0.0012927607],"category_scores_gemma":[0.000023030781,0.00014382532,0.000116279436,0.0005089158,0.0002216938,0.00039380978,0.000066219545,0.0005573341,0.00022269507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024658086,0.0013263009,0.93243873,0.00021979083,0.0011949971,0.00071333343,0.0077899364,0.00044564973,0.0057891887,0.0027030848,0.00016811055,0.022552812],"study_design_scores_gemma":[0.007317629,0.00850309,0.95940715,0.0012248867,0.00006273059,0.0000816736,0.005458344,0.00013563831,0.01610015,0.00040001867,0.001096284,0.00021239184],"about_ca_topic_score_codex":0.00056787085,"about_ca_topic_score_gemma":0.00012877844,"teacher_disagreement_score":0.026968453,"about_ca_system_score_codex":0.0005745391,"about_ca_system_score_gemma":0.00012249619,"threshold_uncertainty_score":0.9996202},"labels":[],"label_agreement":null},{"id":"W2916379608","doi":"10.31384/jisrmsse/2011.09.2.7","title":"The Use of Culturally Appropriate Representations of Distress in the Treatment of Mental Illness","year":2011,"lang":"en","type":"article","venue":"JISR management and social sciences & economics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental illness; Distress; Mental distress; Psychology; Psychiatry; Mental health; Psychotherapist; Clinical psychology","score_opus":0.12369200799016046,"score_gpt":0.3666377467273742,"score_spread":0.24294573873721376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916379608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98840934,0.000109797904,0.0000021129247,0.00026308553,0.00019335812,0.000531882,0.000026580712,0.0000023642851,0.010461502],"genre_scores_gemma":[0.9982613,0.000989745,0.000100367026,0.000026018228,0.0000154157,0.00006128018,0.00000812039,0.000002235832,0.00053555844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99926364,0.000072163784,0.00030221322,0.00015093855,0.00006782463,0.00014319459],"domain_scores_gemma":[0.99955547,0.00007210227,0.0002375997,0.00011407965,0.000009404157,0.0000113433925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021034121,0.000071651535,0.00013879809,0.000039322695,0.0003278814,0.000026204121,0.00022234551,0.000022991268,0.000030854553],"category_scores_gemma":[8.989229e-7,0.000039933377,0.00005126992,0.0001159018,0.00047913095,0.00013422585,0.00003608761,0.000017300807,0.0000010571323],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027593196,0.0015480267,0.18378918,0.000060085888,0.0002310269,0.000002913113,0.16794658,0.000014552006,0.0000055505316,0.38719094,0.00031348798,0.25862172],"study_design_scores_gemma":[0.001993956,0.0006467472,0.85838515,0.000017632998,0.00011732466,8.304192e-7,0.12315313,0.0001990297,0.00017012967,0.0064492933,0.008681218,0.00018559015],"about_ca_topic_score_codex":0.0019309387,"about_ca_topic_score_gemma":0.00097125093,"teacher_disagreement_score":0.67459595,"about_ca_system_score_codex":0.000027543656,"about_ca_system_score_gemma":0.000004255563,"threshold_uncertainty_score":0.29190147},"labels":[],"label_agreement":null},{"id":"W2916760065","doi":"10.1007/s11469-018-0029-z","title":"Why Is It So Hard to Get Help? Barriers to Help-Seeking in Postsecondary Students Struggling with Mental Health Issues: a Scoping Review","year":2019,"lang":"en","type":"review","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Mental health; Help-seeking; Health psychology; Medical education; Multidisciplinary approach; Psychology; Public health; Medicine; Nursing; Psychiatry; Sociology","score_opus":0.06490822038809828,"score_gpt":0.4882875038943376,"score_spread":0.4233792835062393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916760065","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015603243,0.96776956,0.0000357761,0.021405231,0.0039403536,0.004494677,0.000710223,0.000013732473,0.00007013943],"genre_scores_gemma":[0.00014126053,0.93883747,0.00030628237,0.05926463,0.0004909239,0.00011542752,0.00048390363,0.00005829927,0.00030183065],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947433,0.00047037902,0.0022955162,0.0006170647,0.0012361162,0.0006376067],"domain_scores_gemma":[0.9964898,0.000077386845,0.0017732757,0.0002085998,0.00013593184,0.0013149944],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013852554,0.00051845954,0.0018132107,0.00092865556,0.0003654631,0.00017238279,0.0005955807,0.00013682894,0.0012602311],"category_scores_gemma":[0.0000253638,0.0004283126,0.00023528132,0.00033197057,0.000033693294,0.00038916455,0.0001743133,0.00064265094,0.00009136888],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060752034,0.00024459328,0.0009257934,0.01815239,0.0004419287,0.000039749226,0.005097521,6.666561e-7,2.1530747e-7,0.000005893969,0.06724144,0.9072423],"study_design_scores_gemma":[0.0016045751,0.0017812646,0.000072704155,0.4133521,0.00005398799,0.00040818314,0.0014377506,0.0000012336914,4.6720555e-7,0.0000013382428,0.58105093,0.00023546573],"about_ca_topic_score_codex":0.00075681583,"about_ca_topic_score_gemma":0.0003853822,"teacher_disagreement_score":0.9070068,"about_ca_system_score_codex":0.0021513721,"about_ca_system_score_gemma":0.0011987597,"threshold_uncertainty_score":0.9998169},"labels":[],"label_agreement":null},{"id":"W2916885272","doi":"10.1080/16506073.2019.1575900","title":"Mental health training, attitudes toward support, and screening positive for mental disorders","year":2019,"lang":"en","type":"article","venue":"Cognitive Behaviour Therapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Wilfrid Laurier University; Memorial University of Newfoundland; University of Manitoba; University of Regina","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Mental health; Psychology; Clinical psychology; Training (meteorology); Psychological intervention; Psychiatry; Applied psychology","score_opus":0.08635327920366856,"score_gpt":0.4216480258277707,"score_spread":0.3352947466241022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916885272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886247,0.0014873471,0.00019941185,0.0016988213,0.00069928437,0.004155602,0.0011633643,0.000069738155,0.0019017643],"genre_scores_gemma":[0.99298126,0.00043253388,0.00024171121,0.002311339,0.00007257059,0.00040463096,0.0011095168,0.00005566285,0.0023907588],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982332,0.0001253349,0.00029540356,0.0005671724,0.00017179982,0.00060707546],"domain_scores_gemma":[0.99934727,0.00012235572,0.00017650185,0.000110276844,0.00003870554,0.0002048959],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026568727,0.00029238148,0.00035884627,0.00010320054,0.0003761558,0.000048499587,0.000111676345,0.00009013145,0.0014688337],"category_scores_gemma":[0.00000218994,0.00024288338,0.000117842814,0.000079039906,0.00011526725,0.00018308467,0.000034129243,0.00013984786,0.00006111891],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014531539,0.00064500654,0.38524684,0.00002105982,0.00020538046,0.000003637545,0.022312244,1.3074492e-8,0.00006588677,0.00022027986,0.00072695396,0.5890995],"study_design_scores_gemma":[0.015347937,0.0051972573,0.95400065,0.00017804977,0.00003787808,0.00002882822,0.02158653,0.000005273295,0.00042290296,0.00009046873,0.002643138,0.00046110112],"about_ca_topic_score_codex":0.00028919883,"about_ca_topic_score_gemma":0.000064816144,"teacher_disagreement_score":0.5886384,"about_ca_system_score_codex":0.00006947378,"about_ca_system_score_gemma":0.00003478165,"threshold_uncertainty_score":0.99944395},"labels":[],"label_agreement":null},{"id":"W2917668504","doi":"10.1177/0706743719828963","title":"Closed for Business? Using a Mixture Model to Explore the Supply of Psychiatric Care for New Patients","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ontario Tech University; Health Sciences Centre; University of Toronto; Centre for Addiction and Mental Health; Sunnybrook Health Science Centre","funders":"","keywords":"Psychiatry; Medicine; Mental health; Health care; Mental health care; Family medicine","score_opus":0.05193624067449745,"score_gpt":0.34054650757469695,"score_spread":0.28861026690019953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917668504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724811,0.0027276864,0.0006970246,0.014626043,0.006795299,0.0021454368,0.00019774701,0.0000033850429,0.0003263199],"genre_scores_gemma":[0.9861769,0.0000043468926,0.010554974,0.0018055792,0.00088163797,0.000028870625,0.000021495534,0.000043776,0.0004824102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986751,0.00004784033,0.00051374716,0.00016487158,0.00017192267,0.0004265301],"domain_scores_gemma":[0.9984351,0.00006757331,0.00046836145,0.00035837374,0.00030729207,0.00036333973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020329932,0.00018011461,0.00029395972,0.00022909127,0.00039802855,0.000037104775,0.0005937135,0.0001105854,0.00009687709],"category_scores_gemma":[0.000015945046,0.00010683323,0.00021436893,0.00034851587,0.00003225091,0.00008763103,0.000010032419,0.00016682765,0.000008983305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035188321,0.00034482547,0.64733905,0.0008643559,0.00056694454,0.0000023525683,0.037483227,0.0037448008,0.000031048537,0.015510222,0.26282796,0.027766395],"study_design_scores_gemma":[0.055015966,0.010388971,0.65874773,0.0022567254,0.0031790428,0.00014398976,0.055974603,0.0026945,0.00012121383,0.14667806,0.06248049,0.0023186842],"about_ca_topic_score_codex":0.007821634,"about_ca_topic_score_gemma":0.07268911,"teacher_disagreement_score":0.20034748,"about_ca_system_score_codex":0.00015210986,"about_ca_system_score_gemma":0.0018040242,"threshold_uncertainty_score":0.9987854},"labels":[],"label_agreement":null},{"id":"W2919760350","doi":"10.2196/12358","title":"A Clinical Care Monitoring and Data Collection Tool (H3 Tracker) to Assess Uptake and Engagement in Mental Health Care Services in a Community-Based Pediatric Integrated Care Model: Longitudinal Cohort Study","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Mental health; Outreach; Medicine; Data collection; Nursing; Specialty; Integrated care; Usability; Health care; Medical education; Family medicine; Psychiatry","score_opus":0.13564944602377646,"score_gpt":0.4966529830022945,"score_spread":0.36100353697851806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919760350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830715,0.0031847823,0.0000026137493,0.00035514205,0.00088957255,0.0116756605,0.0006742751,0.0000689991,0.00007744657],"genre_scores_gemma":[0.99483806,0.00035485416,0.0005641981,0.0005249658,0.00008001328,0.0008421565,0.002713313,0.00005052384,0.000031917436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943446,0.002124199,0.0012377985,0.0010855396,0.00045270132,0.00075519254],"domain_scores_gemma":[0.9982194,0.00014052207,0.00032667452,0.000861339,0.00006469327,0.00038741354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00201435,0.00042652708,0.0008441404,0.0004715742,0.00086529466,0.00010040532,0.00045022345,0.00015309034,0.00002469639],"category_scores_gemma":[0.0000041181947,0.00042048233,0.00003919096,0.0006839056,0.000033355584,0.0003156722,0.00044425498,0.0010378917,0.000012028842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009079571,0.0016007333,0.88052607,0.0019309936,0.000028241337,0.000009181106,0.09775485,0.000014581149,8.219482e-7,0.0000026934094,0.00015079943,0.01707308],"study_design_scores_gemma":[0.006347331,0.0029687362,0.7363339,0.00031931346,0.00001608496,0.0000033145984,0.25324517,0.00040334425,0.0000014901992,7.4125126e-7,0.00013851383,0.0002220638],"about_ca_topic_score_codex":0.02395886,"about_ca_topic_score_gemma":0.032062307,"teacher_disagreement_score":0.15549032,"about_ca_system_score_codex":0.0022984846,"about_ca_system_score_gemma":0.0004348878,"threshold_uncertainty_score":0.9998247},"labels":[],"label_agreement":null},{"id":"W2921451314","doi":"10.1016/j.psychres.2019.03.009","title":"Establishment and validation of a mental health literacy measurement in Canadian educators","year":2019,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Mental health literacy; Mental health; Mental illness; Construct validity; Stigma (botany); Psychology; Health literacy; Literacy; Clinical psychology; Medicine; Psychometrics; Psychiatry; Health care; Pedagogy","score_opus":0.08047800783464343,"score_gpt":0.46563022581302715,"score_spread":0.3851522179783837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921451314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736698,0.0033646747,2.8447954e-7,0.011287157,0.0013471886,0.0013625737,0.00002545127,0.0000060486404,0.008936775],"genre_scores_gemma":[0.99880576,0.000080946724,0.00013879631,0.00019198537,0.000057290345,0.000093427516,0.000039097016,0.000013259894,0.000579461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976676,0.00038520907,0.000345789,0.00033441384,0.000562877,0.00070407655],"domain_scores_gemma":[0.99914384,0.000033907396,0.00006839448,0.000282852,0.000088468645,0.000382523],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025455498,0.00010026202,0.00017857824,0.0006638326,0.00014403173,0.00004030219,0.00015467966,0.00005502046,0.0011649068],"category_scores_gemma":[0.000008395364,0.000094316994,0.000023093742,0.00050176174,0.000040164014,0.0001392408,0.00003587138,0.00022957406,0.00015396699],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095937794,0.00042516168,0.9644155,0.00019077171,0.000018809815,6.80476e-7,0.0035979531,1.9120523e-7,0.000015885944,0.0022713474,0.0069185053,0.022049263],"study_design_scores_gemma":[0.0020744954,0.00075118756,0.98111576,0.0003592976,0.0000026837986,0.0000054945535,0.0042305426,0.000017201624,0.00005697724,0.00075874693,0.010488614,0.00013902012],"about_ca_topic_score_codex":0.45154825,"about_ca_topic_score_gemma":0.15778446,"teacher_disagreement_score":0.2937638,"about_ca_system_score_codex":0.000714844,"about_ca_system_score_gemma":0.00076306524,"threshold_uncertainty_score":0.9997482},"labels":[],"label_agreement":null},{"id":"W2923820336","doi":"10.1503/cmaj.190284","title":"Managing work-related mental health conditions in family medicine","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Commission; Work (physics); Face (sociological concept); Medicine; Psychiatry; Business; Sociology; Engineering","score_opus":0.017623678057546596,"score_gpt":0.3476127933609696,"score_spread":0.329989115303423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923820336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7137773,0.0013607886,0.0000036168037,0.21512945,0.005679371,0.00042163068,0.000028017243,0.00002230826,0.063577525],"genre_scores_gemma":[0.9665372,0.00019991366,0.000008967653,0.02648622,0.0004205411,0.000012179703,0.00010320576,0.000015378657,0.0062163905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975241,0.00031421875,0.0006194193,0.00017852044,0.0007069829,0.00065680314],"domain_scores_gemma":[0.9981824,0.000119584096,0.00027346122,0.000094161514,0.000047235015,0.001283165],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016692362,0.00011544334,0.00026741187,0.00037721443,0.00028873887,0.000024443149,0.00018306129,0.0002282603,0.041854896],"category_scores_gemma":[0.000059010003,0.00010371417,0.000046531626,0.00045043026,0.000032200653,0.00010775611,0.000009554226,0.00082263164,0.001709491],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001676983,0.000077297576,0.4722609,0.000010008131,0.000109225846,0.00027441315,0.0030804619,0.0000021812293,0.0000012738675,0.0023695442,0.44565234,0.076145574],"study_design_scores_gemma":[0.005856723,0.00019470089,0.80266935,0.00055436837,0.000009813324,0.00015603087,0.0053583845,0.00006414832,2.1893582e-7,0.0009892515,0.18395656,0.00019047236],"about_ca_topic_score_codex":0.015667316,"about_ca_topic_score_gemma":0.02025529,"teacher_disagreement_score":0.33040842,"about_ca_system_score_codex":0.0022743903,"about_ca_system_score_gemma":0.00058565463,"threshold_uncertainty_score":0.9990678},"labels":[],"label_agreement":null},{"id":"W2926915950","doi":"10.1177/0706743719839318","title":"A Model of Mental Health Care Involving Trained Lay Health Workers for Treatment of Major Mental Disorders Among Youth in a Conflict-Ridden, Low-Middle Income Environment: Part I Adaptation and Implementation","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Douglas Mental Health University Institute; Douglas College","funders":"","keywords":"Mental health; Psychological intervention; Global mental health; General partnership; Context (archaeology); Medicine; Nursing; Psychology; Public relations; Psychiatry; Political science; Geography","score_opus":0.04191761059119825,"score_gpt":0.31381359704048434,"score_spread":0.2718959864492861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2926915950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985916,0.0073193964,0.000020912883,0.0032934826,0.00063684623,0.0019782204,0.00078722596,0.000002442856,0.000045436158],"genre_scores_gemma":[0.99846655,0.00026679033,0.0007282004,0.00020068967,0.000049330316,0.00004078375,0.00017231812,0.000023958035,0.000051352294],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982326,0.00015228806,0.00086125574,0.00018558803,0.00017300548,0.00039527178],"domain_scores_gemma":[0.99855924,0.000031116815,0.00092184107,0.00016127157,0.000020166313,0.00030635012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033936277,0.00018423087,0.00041263027,0.00026324778,0.0002328709,0.000015497535,0.00013228066,0.000057129826,0.00007643043],"category_scores_gemma":[0.0000011495927,0.00014741711,0.00011355969,0.00010480529,0.00009841564,0.00013536814,0.0000071768145,0.00007953153,9.997342e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007922848,0.00029419418,0.744572,0.0004287178,0.00027964194,5.8154296e-7,0.23783849,0.00038844632,0.000009365555,0.0018052413,0.00023881697,0.013352254],"study_design_scores_gemma":[0.028906472,0.0081155915,0.25718498,0.001328187,0.00021483678,0.000010990134,0.70098597,0.0014243403,0.000042731146,0.0011387982,0.00021018171,0.00043690306],"about_ca_topic_score_codex":0.063199766,"about_ca_topic_score_gemma":0.62421554,"teacher_disagreement_score":0.5610158,"about_ca_system_score_codex":0.00072214124,"about_ca_system_score_gemma":0.0008804311,"threshold_uncertainty_score":0.94303846},"labels":[],"label_agreement":null},{"id":"W2930454142","doi":"10.1177/0706743719839314","title":"Testing the Effectiveness of Implementing a Model of Mental Healthcare Involving Trained Lay Health Workers in Treating Major Mental Disorders Among Youth in a Conflict-Ridden, Low-Middle Income Environment: Part II Results","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre de Liaison Sur l'Intervention et la Prévention Psychosociales; Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Douglas Mental Health University Institute; Douglas College","funders":"","keywords":"Mental health; Mental healthcare; Low and middle income countries; Psychology; Health care; Psychiatry; Nursing; Applied psychology; Gerontology; Medicine; Political science; Developing country","score_opus":0.03810947741764871,"score_gpt":0.29731933250730047,"score_spread":0.2592098550896518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2930454142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928346,0.0022034394,0.0000016929392,0.0020659019,0.00060237816,0.0014700342,0.00026352768,0.0000041266885,0.000554263],"genre_scores_gemma":[0.9993826,0.00002210299,0.00025479894,0.00014537646,0.00006279412,0.000027568287,0.00003283561,0.000033994507,0.000037942435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961742,0.0009606731,0.0015037878,0.00028058706,0.0003055049,0.00077521923],"domain_scores_gemma":[0.9976279,0.00034212158,0.0013905996,0.0003290473,0.000028638091,0.00028168777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036840087,0.00025861274,0.0005592463,0.00036962816,0.00050153845,0.000022924589,0.00045889957,0.000093206174,0.000037482256],"category_scores_gemma":[0.00003477059,0.00018547934,0.0001394905,0.0004352793,0.00017928156,0.00016577845,0.00005677151,0.0005164082,0.0000016014586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006900231,0.00015500114,0.96724945,0.00033917723,0.000098108045,0.0000026980267,0.028700693,0.0005901002,0.00003235596,0.0006279544,0.000021724492,0.0014926838],"study_design_scores_gemma":[0.010092964,0.001136412,0.89861214,0.0055427067,0.0000662964,0.000013268555,0.08223473,0.0010624006,0.00003674278,0.00092801196,0.000007894607,0.0002663956],"about_ca_topic_score_codex":0.1839204,"about_ca_topic_score_gemma":0.5341271,"teacher_disagreement_score":0.3502067,"about_ca_system_score_codex":0.00060930813,"about_ca_system_score_gemma":0.00085492636,"threshold_uncertainty_score":0.82151395},"labels":[],"label_agreement":null},{"id":"W2932649401","doi":"10.1371/journal.pone.0214438","title":"Importance of modelling decisions on estimating trajectories of depressive symptoms and co-morbid conditions in older adults: Longitudinal studies from ten European countries","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Institute on Aging; National Institutes of Health; Universidad de la República Uruguay; European Commission; Agencia Nacional de Investigación e Innovación","keywords":"Depressive symptoms; Longitudinal study; Association (psychology); Depression (economics); Psychology; Demography; Longitudinal data; Psychiatry; Comorbidity; Medicine; Gerontology; Clinical psychology; Cognition","score_opus":0.0797307873259466,"score_gpt":0.35990578649356697,"score_spread":0.28017499916762034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932649401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99495625,0.0032701618,0.00003678477,0.00002940343,0.000077831166,0.0004928638,0.00030515165,0.000016110562,0.000815433],"genre_scores_gemma":[0.99870694,0.00021577827,0.0008384962,0.000028022103,0.000035354842,0.000042497897,0.00006756108,0.00001592078,0.000049413728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989084,0.000057396177,0.00041791252,0.00026443438,0.00019174731,0.00016011966],"domain_scores_gemma":[0.9986694,0.0007436482,0.00026145467,0.00020555039,0.000082895385,0.0000370436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010287759,0.0001265506,0.00038231266,0.00008639787,0.00007451837,0.00000748553,0.000088920846,0.000032624885,0.00014888319],"category_scores_gemma":[0.00004059004,0.000107940024,0.000023244625,0.00008467478,0.000110139685,0.000121079756,0.000029254084,0.000096068834,0.000021325644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023373234,0.0010052379,0.99154395,0.0002446265,0.00032810276,0.000016906115,0.005686541,0.00018768177,0.000074833166,0.0003231188,0.000018804994,0.00033648856],"study_design_scores_gemma":[0.0033882745,0.00043218085,0.9802059,0.006637167,0.00018292967,0.0000014036708,0.002819329,0.0019025858,0.003603129,0.0006323732,6.848898e-7,0.00019407376],"about_ca_topic_score_codex":0.0001748503,"about_ca_topic_score_gemma":0.00006552265,"teacher_disagreement_score":0.011338058,"about_ca_system_score_codex":0.00002728727,"about_ca_system_score_gemma":0.000008146374,"threshold_uncertainty_score":0.44016665},"labels":[],"label_agreement":null},{"id":"W2935258463","doi":"10.1111/jasp.12590","title":"Efficacy of a Photovoice‐based video as an online mental illness anti‐stigma intervention and the role of empathy in audience response: A randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Social Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"Canadian Mental Health Association; Lakehead University","keywords":"Mental illness; Photovoice; Empathy; Psychology; Stigma (botany); Intervention (counseling); Clinical psychology; Psychiatry; Mental health; Social psychology","score_opus":0.023183262166075504,"score_gpt":0.40338762230244823,"score_spread":0.3802043601363727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935258463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920199,0.0004673171,0.000016898273,0.0006249991,0.0010500981,0.004188313,0.000012551845,0.000005699288,0.0016142246],"genre_scores_gemma":[0.99917877,0.00004182198,0.000062846535,0.00034564026,0.0001709521,0.00013692216,0.0000079999,0.000016332575,0.000038710197],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99536425,0.0020542643,0.0017631532,0.00025597136,0.0003031828,0.00025920916],"domain_scores_gemma":[0.9957588,0.0016803945,0.0022042121,0.00019502647,0.000090033755,0.00007157469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051217736,0.0002011864,0.0020269796,0.00032439365,0.00009922907,0.000012111087,0.00031583698,0.00021660584,0.00034912085],"category_scores_gemma":[0.0001427346,0.00012919685,0.0004769966,0.0002384477,0.0005628722,0.000079024285,0.00003175569,0.00034658363,0.000006054551],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96760064,0.0030819566,0.000238847,0.000019854333,0.00029083705,0.000007569022,0.011533142,0.000001961061,0.0034947898,0.0023387538,0.000019088891,0.0113725355],"study_design_scores_gemma":[0.9737052,0.0017652685,0.014851274,0.0000637194,0.00017749255,0.0000142650315,0.0056969696,0.00005125161,0.00035319335,0.0031562923,0.000055765693,0.000109362125],"about_ca_topic_score_codex":0.00014162049,"about_ca_topic_score_gemma":0.0000336121,"teacher_disagreement_score":0.014612427,"about_ca_system_score_codex":0.000049229686,"about_ca_system_score_gemma":0.000059758633,"threshold_uncertainty_score":0.5268495},"labels":[],"label_agreement":null},{"id":"W2935715074","doi":"10.17269/s41997-019-00204-5","title":"Income-based inequities in access to mental health services in Canada","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University; McGill University; McGill University Health Centre","funders":"","keywords":"Mental health; Business; Economic growth; Demographic economics; Psychology; Economics; Psychiatry","score_opus":0.05598466011533344,"score_gpt":0.3678819173432256,"score_spread":0.3118972572278922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935715074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93147427,0.0014184775,0.0000036121555,0.063268065,0.0019439169,0.0007604697,0.00011233053,0.0000035902779,0.0010152651],"genre_scores_gemma":[0.9704946,0.000020706842,0.00005090903,0.02912958,0.00007777339,0.000016488191,0.000033901593,0.000021206486,0.00015478584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99647593,0.00045677164,0.0011167433,0.00023365387,0.00030637629,0.0014105489],"domain_scores_gemma":[0.9961826,0.00008321047,0.0004945591,0.00023726468,0.00006703846,0.0029353134],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001904617,0.00018424133,0.00058215373,0.0013520755,0.00013698002,0.000113637376,0.00067967275,0.000055393466,0.0015752879],"category_scores_gemma":[0.000013623619,0.00017659286,0.00003777839,0.0008639243,0.000019391053,0.00043876845,0.000026029746,0.00036383662,0.000034632976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000263762,0.000047246504,0.9641751,0.00025464562,0.000010896779,0.00008247599,0.0041227713,0.000034189306,1.7360527e-7,0.00031226565,0.0034159524,0.027517883],"study_design_scores_gemma":[0.0020297884,0.00041252127,0.96107394,0.000507413,6.3462596e-7,0.000025336729,0.008290359,0.00002646918,0.0000011871118,0.000023830868,0.027469002,0.0001395272],"about_ca_topic_score_codex":0.9979394,"about_ca_topic_score_gemma":0.999887,"teacher_disagreement_score":0.03902037,"about_ca_system_score_codex":0.01079413,"about_ca_system_score_gemma":0.041023824,"threshold_uncertainty_score":0.99933743},"labels":[],"label_agreement":null},{"id":"W2936007545","doi":"10.1093/schbul/sbz018.540","title":"F128. CLINICAL SETTINGS AS A SOURCE OF HETEROGENEITY IN SCHIZOPHRENIA","year":2019,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Schizoaffective disorder; Psychosocial; Global Assessment of Functioning; Management of schizophrenia; Schizophrenia (object-oriented programming); Psychiatry; Bipolar disorder; Clinical psychology; Medicine; Rehabilitation; Psychology; Cognition; Physical therapy; Psychosis","score_opus":0.023048811942880984,"score_gpt":0.3552067767549698,"score_spread":0.3321579648120888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936007545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98396134,0.00073072227,0.0000066475745,0.0015463022,0.0011991739,0.0009765775,0.000015350633,0.00009389253,0.011470013],"genre_scores_gemma":[0.99278027,0.000029112842,0.0011496556,0.0009533031,0.00023527848,0.000081452934,0.00003420954,0.000056778492,0.0046799453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99639225,0.00052616623,0.0012249874,0.0008400936,0.0003499436,0.00066653907],"domain_scores_gemma":[0.9980517,0.0003871136,0.00045223488,0.0008234524,0.00005134668,0.00023414096],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011180657,0.00034807142,0.0007487015,0.000230563,0.000087038265,0.00002780235,0.0005229711,0.0003457908,0.011895451],"category_scores_gemma":[0.00007893553,0.0003232394,0.0002681091,0.0003402809,0.00014707545,0.000055080804,0.00019541655,0.00059556024,0.013572169],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0279158,0.0035874748,0.6983586,0.0004576159,0.00037580117,0.00018889058,0.0012403068,0.000017809723,0.0007058086,0.011251631,0.020412112,0.23548818],"study_design_scores_gemma":[0.04360743,0.0026906962,0.79987735,0.0007687299,0.00012518406,0.00012746664,0.000896572,0.00005214166,0.0027601928,0.0020018592,0.14568624,0.0014061676],"about_ca_topic_score_codex":0.0011636642,"about_ca_topic_score_gemma":0.0001065245,"teacher_disagreement_score":0.234082,"about_ca_system_score_codex":0.000058234917,"about_ca_system_score_gemma":0.000061028084,"threshold_uncertainty_score":0.999922},"labels":[],"label_agreement":null},{"id":"W2936384807","doi":"10.1093/schbul/sbz018.541","title":"F129. FAMILY PHYSICIAN ACCESS AMONG YOUNG PEOPLE WITH FIRST-EPISODE PSYCHOSIS","year":2019,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"NOSM University; McMaster University; Centre for Addiction and Mental Health; Western University","funders":"","keywords":"Psychosocial; Poisson regression; Psychosis; Psychiatry; Population; Medicine; Cohort; Mental health; Psychology","score_opus":0.01387224106324442,"score_gpt":0.2909835124550549,"score_spread":0.27711127139181047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936384807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8970674,0.00038400394,0.00004043098,0.0022770222,0.0014772792,0.0013393847,0.000037889527,0.00022134879,0.09715521],"genre_scores_gemma":[0.9879444,0.000038491697,0.00043397112,0.0019082219,0.00034921727,0.00061862427,0.00008571491,0.00009601272,0.008525316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973289,0.00012957377,0.00041395906,0.00090173795,0.00040615178,0.0008196719],"domain_scores_gemma":[0.9983303,0.00015393169,0.0002736321,0.00089361845,0.000056946392,0.00029155836],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018499992,0.00045360049,0.0005072874,0.0001697709,0.00039390946,0.000184205,0.000755172,0.00018126464,0.0059670494],"category_scores_gemma":[0.0000061884743,0.00037018757,0.00013684649,0.0004921145,0.00009144287,0.00019719533,0.0001345252,0.0003602813,0.0099583715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023360786,0.00058329717,0.8995418,0.00015399932,0.00017832106,0.000026406775,0.0005822488,0.00001810159,0.000015245275,0.0013715837,0.08996414,0.005228801],"study_design_scores_gemma":[0.0053387363,0.0004072436,0.95963836,0.00020203093,0.000074030824,0.000010003258,0.00042449552,0.000014075509,0.000078112826,0.00022622025,0.033004817,0.00058187376],"about_ca_topic_score_codex":0.010019381,"about_ca_topic_score_gemma":0.007025377,"teacher_disagreement_score":0.090877004,"about_ca_system_score_codex":0.00009838701,"about_ca_system_score_gemma":0.00001685239,"threshold_uncertainty_score":0.999875},"labels":[],"label_agreement":null},{"id":"W2936936956","doi":"10.1192/bjo.2018.90","title":"Strengthening mental health systems in low- and middle-income countries: recommendations from the Emerald programme","year":2019,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"National Institute of Mental Health; National Institutes of Health; Addis Ababa University; King's College London; Public Health Foundation of India; World Health Organization; European Commission; University of Cape Town; Government of the United Kingdom; Department of Health and Social Care; National Institute for Health and Care Research; Inyuvesi Yakwazulu-Natali; University of Cambridge; Medical Research Council; London School of Hygiene and Tropical Medicine","keywords":"Mental health; Business; Low and middle income countries; Environmental health; Medicine; Global health; Capacity building; Developing country; Economic growth; Nursing; Public health; Psychiatry","score_opus":0.07060658891872139,"score_gpt":0.40392367145430236,"score_spread":0.33331708253558096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936936956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94776285,0.0030729314,0.0000030902002,0.033700336,0.0020287996,0.007546515,0.00030140753,0.00003691279,0.0055471323],"genre_scores_gemma":[0.99119896,0.00023599667,0.00025114155,0.0030493056,0.00012117332,0.0008177096,0.00040099816,0.000028570601,0.0038961496],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822444,0.00028577488,0.00050172297,0.00040023416,0.00013885615,0.00044900423],"domain_scores_gemma":[0.99903005,0.00021315707,0.00022315061,0.0004008733,0.000014720062,0.00011803986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006464355,0.00016665872,0.00029187708,0.000047356007,0.00029858935,0.0002720877,0.0004720199,0.00006386421,0.0015783913],"category_scores_gemma":[0.000004018474,0.00011945949,0.000024376359,0.0001641402,0.000033689674,0.00024949352,0.00015806676,0.00017066575,0.000401022],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008283284,0.0010505202,0.8274573,0.00049250864,0.00029682953,0.000009606809,0.031585228,0.0000030733715,0.0000028748373,0.015945086,0.03617018,0.08615848],"study_design_scores_gemma":[0.0135076875,0.0009207858,0.31727403,0.005423758,0.000023821132,0.000022774608,0.026577435,0.00037186957,0.0000060495718,0.0004997832,0.63473076,0.0006412601],"about_ca_topic_score_codex":0.04305163,"about_ca_topic_score_gemma":0.0028262618,"teacher_disagreement_score":0.5985606,"about_ca_system_score_codex":0.00013790154,"about_ca_system_score_gemma":0.00004143867,"threshold_uncertainty_score":0.9993343},"labels":[],"label_agreement":null},{"id":"W2937409374","doi":"10.1093/schbul/sbz019.291","title":"T11. THE STRUCTURAL VARIANTS OF COMPLEMENT COMPONENT (C4) IN THE RISK AND CLINICAL CHARACTERISTICS OF SCHIZOPHRENIA","year":2019,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Schizophrenia (object-oriented programming); Copy-number variation; C4A; Schizoaffective disorder; Synaptic pruning; Population; Logistic regression; Psychology; Medicine; Psychosis; Psychiatry; Biology; Internal medicine; Genetics; Gene","score_opus":0.026272927193846274,"score_gpt":0.33914194010234017,"score_spread":0.3128690129084939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937409374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951819,0.00033633166,0.0000048968272,0.0014833042,0.00087327854,0.0011746895,0.0002214814,0.000010919835,0.00071315124],"genre_scores_gemma":[0.998867,0.000101449536,0.00046876207,0.00022593077,0.00014448803,0.0000313848,0.000054505646,0.00001762065,0.00008891288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969294,0.00095772115,0.0010861377,0.00036846753,0.00031872693,0.0003395296],"domain_scores_gemma":[0.99771297,0.0008493997,0.0006583229,0.0006665679,0.000044967474,0.00006775558],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013823012,0.00022982217,0.00054192654,0.00007628806,0.0001425618,0.000024892972,0.00053908327,0.00010946223,0.0024784014],"category_scores_gemma":[0.000038359045,0.00012943936,0.00011828965,0.00015388349,0.00025897968,0.00002484962,0.0001585158,0.00047186838,0.00019322746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007527252,0.0007120521,0.8921012,0.0001455209,0.00025217314,0.000015362699,0.0018036722,0.000001549756,0.000093846604,0.023267064,0.0015720603,0.072508216],"study_design_scores_gemma":[0.0052389964,0.0004177224,0.9911026,0.00007172693,0.00007392323,0.00001059188,0.0005085252,0.00004855647,0.000018244718,0.0006560437,0.0017249687,0.0001281341],"about_ca_topic_score_codex":0.0010742057,"about_ca_topic_score_gemma":0.000110215966,"teacher_disagreement_score":0.09900134,"about_ca_system_score_codex":0.000019839574,"about_ca_system_score_gemma":0.000023426512,"threshold_uncertainty_score":0.9984335},"labels":[],"label_agreement":null},{"id":"W2937440490","doi":"10.1136/bmj.l1476","title":"Accuracy of Patient Health Questionnaire-9 (PHQ-9) for screening to detect major depression: individual participant data meta-analysis","year":2019,"lang":"en","type":"review","venue":"BMJ","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1724,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Arthritis Network; National Institute on Minority Health and Health Disparities; National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Mental Health; National Health and Medical Research Council; Medical Research Council; National Center for Medical Rehabilitation Research; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; National Institute on Disability and Rehabilitation Research; Agency for Healthcare Research and Quality; Centers for Disease Control and Prevention; National Institutes of Health; National Institute of General Medical Sciences; H. Lundbeck A/S; Chinese Diabetes Society; Health Research Council of New Zealand; National Health Research Institutes; Alberta Health Services; Jewish General Hospital; Bundesministerium für Bildung und Forschung; Safe Work Australia; National Heart, Lung, and Blood Institute; Tehran University of Medical Sciences and Health Services; University of Calgary; Mahidol University; Eunice Kennedy Shriver National Institute of Child Health and Human Development; ZonMw; Deutsche Rentenversicherung; Universidade de Macau; Eli Lilly and Company; Scleroderma Society of Ontario; Ministry of Health, Labour and Welfare; University of Washington; Universität Heidelberg; European Commission; Hotchkiss Brain Institute, University of Calgary; Ohio Board of Regents; Pfizer","keywords":"PsycINFO; Meta-analysis; Confidence interval; Patient Health Questionnaire; Medicine; MEDLINE; Bivariate analysis; Depression (economics); Medical diagnosis; Clinical psychology; Depressive symptoms; Psychiatry; Internal medicine; Machine learning; Pathology; Cognition","score_opus":0.6180500068179426,"score_gpt":0.575821454335756,"score_spread":0.0422285524821866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937440490","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011549086,0.98543423,0.0016645942,0.00042946968,0.0005138633,0.008035745,0.0038120416,0.00003620643,0.00006230229],"genre_scores_gemma":[0.004302523,0.9412899,0.022298438,0.0018068117,0.00072131155,0.01462672,0.013376965,0.00022797324,0.0013493488],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945134,0.0010196026,0.0021831358,0.0011285841,0.0004946194,0.00066066766],"domain_scores_gemma":[0.99361694,0.0009578046,0.002449786,0.0025828916,0.00007338957,0.00031917062],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020276725,0.00051072746,0.0046036486,0.00046067158,0.00019088293,0.00004792414,0.0011254803,0.0002469893,0.0007600049],"category_scores_gemma":[0.00023962892,0.00034321283,0.0015208331,0.00074921304,0.000025494317,0.00014166565,0.00059061765,0.00022498652,0.00015313234],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005629822,0.00013044623,0.000047472848,0.005874502,0.08506737,0.0000041779717,0.00021436311,0.000004094149,4.2998196e-9,0.000022808916,0.012001217,0.89657724],"study_design_scores_gemma":[0.00030916283,0.00038037705,0.00018845125,0.0015998469,0.4111213,0.000007431875,0.000057044042,0.000009327571,8.391497e-7,0.000010002063,0.5859758,0.00034037896],"about_ca_topic_score_codex":0.00096532376,"about_ca_topic_score_gemma":0.00027951342,"teacher_disagreement_score":0.8962369,"about_ca_system_score_codex":0.000048583035,"about_ca_system_score_gemma":0.0002290269,"threshold_uncertainty_score":0.999902},"labels":[],"label_agreement":null},{"id":"W2937820392","doi":"10.1093/schbul/sbz019.412","title":"T132. PATIENT AND PHYSICIAN FACTORS ASSOCIATED WITH FIRST DIAGNOSIS OF PSYCHOTIC DISORDER IN PRIMARY CARE","year":2019,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"NOSM University; McMaster University; Centre for Addiction and Mental Health; Western University","funders":"","keywords":"Medicine; Psychosis; Psychiatry; Cohort; Population; Mental health; Logistic regression; Help-seeking; Retrospective cohort study; Family medicine","score_opus":0.010663615188926659,"score_gpt":0.25142259095898334,"score_spread":0.24075897577005667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937820392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930019,0.0013484206,3.266151e-7,0.00031391552,0.00024416507,0.00082132616,0.00006817413,0.0000272516,0.004174538],"genre_scores_gemma":[0.9992486,0.000039304326,0.000039707684,0.0001836171,0.000014219094,0.00014373615,0.00015184598,0.000030072133,0.00014889073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998767,0.0000901791,0.00028421154,0.0003688477,0.00018062344,0.0003091163],"domain_scores_gemma":[0.99924177,0.00021864327,0.00018691672,0.00025059888,0.000031446958,0.00007062714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048011134,0.00021353926,0.00034723003,0.000106582906,0.00007249504,0.000013459242,0.00011261539,0.000098697434,0.0008414458],"category_scores_gemma":[0.0000072289404,0.0001662886,0.00004372548,0.00020646631,0.000057653488,0.000035469842,0.000037899877,0.00015215173,0.00009889711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006346241,0.00062000845,0.9834506,0.00017705532,0.00005662971,0.000005590149,0.0029581843,0.0000045245015,0.0000034884638,0.00011276179,0.00041179356,0.0115647735],"study_design_scores_gemma":[0.0043828823,0.00066556357,0.99123967,0.00047617778,0.000027355662,3.236761e-7,0.0015727573,7.461279e-7,0.00006406508,0.00003382042,0.0013359948,0.00020067384],"about_ca_topic_score_codex":0.00051749614,"about_ca_topic_score_gemma":0.0008451679,"teacher_disagreement_score":0.0113641,"about_ca_system_score_codex":0.00009045197,"about_ca_system_score_gemma":0.000016332939,"threshold_uncertainty_score":0.9213242},"labels":[],"label_agreement":null},{"id":"W2939328273","doi":"10.1093/schbul/sbz022.156","title":"38.3 ETHNIC DIFFERENCES IN INVOLUNTARY ADMISSION AND CLINICAL PRESENTATION AT FIRST HOSPITALIZATION AFTER PSYCHOSIS ONSET AMONG FIRST-GENERATION MIGRANT GROUPS IN CANADA","year":2019,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Ethnic group; Presentation (obstetrics); Psychosis; Psychiatry; Medicine; Psychology; Political science; Surgery","score_opus":0.026531112838356682,"score_gpt":0.3049243078851514,"score_spread":0.2783931950467947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939328273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940261,0.0012001306,0.000002506206,0.0023347181,0.0011746458,0.0011190422,0.00003425708,0.000018044251,0.00009055508],"genre_scores_gemma":[0.9980407,0.0003679886,0.0000719346,0.00029691512,0.00010796418,0.00030477793,0.00027686087,0.0000235923,0.00050926115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774337,0.0003189507,0.0007079645,0.00062378857,0.00025540087,0.000350552],"domain_scores_gemma":[0.99913156,0.00021477275,0.00019407722,0.0002759358,0.00002086411,0.00016277828],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028377472,0.00023670025,0.00033040796,0.00015242967,0.00011219524,0.000028498142,0.00013531637,0.00018635298,0.0034541874],"category_scores_gemma":[0.000025444448,0.00021245977,0.000045903394,0.00023779759,0.00004741026,0.00010352411,0.00006930542,0.00023613479,0.00012522982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013390541,0.00019258,0.9902299,0.00006249012,0.00001597215,0.000026345808,0.0009199773,0.000005645016,0.000002439555,0.000010833015,0.004595778,0.0025989863],"study_design_scores_gemma":[0.003356542,0.00018841456,0.9945045,0.00021580605,0.00001532751,0.0000028417574,0.0002802026,0.00055281946,0.000013004645,0.000037146187,0.0006085714,0.0002247856],"about_ca_topic_score_codex":0.64808524,"about_ca_topic_score_gemma":0.98248005,"teacher_disagreement_score":0.3343948,"about_ca_system_score_codex":0.00039206742,"about_ca_system_score_gemma":0.00005687323,"threshold_uncertainty_score":0.9974568},"labels":[],"label_agreement":null},{"id":"W2939421637","doi":"10.1093/schbul/sbz022.128","title":"31.2 BE OUTSPOKEN AND OVERCOME STIGMATIZING THOUGHTS (BOOST): A GROUP TREATMENT FOR INTERNALIZED STIGMA IN FIRST-EPISODE PSYCHOSIS","year":2019,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Assertive community treatment; Psychology; Psychological intervention; Stigma (botany); Psychiatry; Clinical psychology; Mental illness; Psychosis; Population; Intervention (counseling); Peer support; Mental health; Medicine","score_opus":0.03009331382310462,"score_gpt":0.3308488645990892,"score_spread":0.3007555507759846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939421637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986909,0.0022142588,0.000055586836,0.004304027,0.0012629261,0.0029168585,0.0001268088,0.00010620276,0.002104352],"genre_scores_gemma":[0.986027,0.00021425007,0.003917191,0.00060348277,0.00027312373,0.0014159224,0.0001026902,0.00007196521,0.0073743924],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752176,0.00013783039,0.0006246634,0.0008291621,0.00019904393,0.00068752735],"domain_scores_gemma":[0.99863434,0.0004300757,0.0001955032,0.00050784776,0.000024054261,0.00020816532],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031437114,0.00045316064,0.00065088936,0.00025452784,0.00021256616,0.00008961279,0.000269091,0.00020380462,0.0017601894],"category_scores_gemma":[0.000018368435,0.00037892288,0.00016470645,0.00016796646,0.00005770287,0.00008833638,0.000080516715,0.0001844551,0.0005783204],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04764373,0.0052624494,0.6740495,0.0014023017,0.001191551,0.00022705176,0.012570698,0.000027046402,0.00035605778,0.025386699,0.040254176,0.19162875],"study_design_scores_gemma":[0.09599112,0.004771608,0.2658534,0.0017166326,0.0003105122,0.00009778847,0.0015170153,0.0003561884,0.0007533958,0.0049895947,0.6216394,0.0020033636],"about_ca_topic_score_codex":0.0038779632,"about_ca_topic_score_gemma":0.0043334877,"teacher_disagreement_score":0.5813852,"about_ca_system_score_codex":0.0002867413,"about_ca_system_score_gemma":0.0000092009805,"threshold_uncertainty_score":0.99986625},"labels":[],"label_agreement":null},{"id":"W2939767830","doi":"10.1093/schbul/sbz018.538","title":"F126. IMPACT OF TREATMENT ON CLIENT QUALITY OF LIFE IN A CANADIAN FIRST EPISODE PSYCHOSIS PROGRAM","year":2019,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Quality of life (healthcare); Mental health; Psychology; Psychiatry; Longitudinal study; Psychosis; Medicine; Socialization; Gerontology; Clinical psychology","score_opus":0.036062987531576794,"score_gpt":0.3838065694925593,"score_spread":0.34774358196098254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939767830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817291,0.00032065553,1.4129463e-7,0.0011827021,0.0003693392,0.0019152998,0.00019797604,0.000029090037,0.014255689],"genre_scores_gemma":[0.9983315,0.000036359543,0.00020685086,0.00011163851,0.00004718835,0.0003921019,0.00006535609,0.000028686827,0.0007803394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976469,0.00023051804,0.00079835893,0.000471772,0.00019503682,0.0006574106],"domain_scores_gemma":[0.9983688,0.00017124617,0.000337635,0.00065077236,0.000038359765,0.0004331986],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036817102,0.00029027124,0.00065246975,0.0004209125,0.000060949093,0.00001173237,0.00023535822,0.0001689371,0.0080161365],"category_scores_gemma":[0.000027285227,0.0002264056,0.00027081073,0.00037319702,0.00006107887,0.000020757298,0.000019348796,0.00014595117,0.0012321486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004571657,0.0026111223,0.9578412,0.00011094079,0.00018452294,0.000006245972,0.00056393625,0.000041792722,0.000011848123,0.0024610907,0.002293116,0.029302504],"study_design_scores_gemma":[0.0075588166,0.004931529,0.9769941,0.00016610014,0.000019814543,0.0000012702213,0.00011012448,0.00001472395,0.0000747395,0.000080581725,0.009808398,0.0002397754],"about_ca_topic_score_codex":0.8381591,"about_ca_topic_score_gemma":0.49453315,"teacher_disagreement_score":0.34362593,"about_ca_system_score_codex":0.00074656564,"about_ca_system_score_gemma":0.00013566115,"threshold_uncertainty_score":0.9995455},"labels":[],"label_agreement":null},{"id":"W2939865970","doi":"10.1016/j.genhosppsych.2019.04.005","title":"Feasibility and effectiveness of nurses and clinical officers in implementing the WHO mhGAP intervention guide: Pilot study in Makueni County, Kenya","year":2019,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Grand Challenges Canada","keywords":"Medicine; Mental health; Population; Psychiatry; Intervention (counseling); Quality of life (healthcare); Health care; Nursing; Environmental health","score_opus":0.03622317294865299,"score_gpt":0.4273995593688818,"score_spread":0.3911763864202288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939865970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99193805,0.0013234344,0.0000015471426,0.0001263051,0.0027838731,0.0028238324,0.00002419396,0.000012457888,0.0009663311],"genre_scores_gemma":[0.999521,0.000035655878,0.00005120759,0.000051296458,0.000087675005,0.00007374194,0.000015378851,0.000016318405,0.00014771671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973786,0.0007711762,0.00082004163,0.0005427186,0.0001548018,0.0003326742],"domain_scores_gemma":[0.9991577,0.00018961528,0.00023683856,0.00033267844,0.000028189392,0.000054962973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022480285,0.0001898445,0.00039800137,0.000092041475,0.000069705966,0.00002846301,0.00016886614,0.00006620953,0.00008786963],"category_scores_gemma":[0.000014318801,0.00014397809,0.00006452167,0.0001908054,0.00010171747,0.00013134634,0.00013697949,0.00022437255,0.000007446944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008312918,0.0035464142,0.9882528,0.00019459876,0.00005996489,0.0000023791251,0.00040663005,0.0000011257282,0.000006044893,0.0007328646,0.00012659677,0.0058392608],"study_design_scores_gemma":[0.0074558808,0.005163613,0.98319876,0.00016406616,0.000032068587,0.0000018022213,0.0032459132,0.000023803339,0.0000036895538,0.00054646214,0.00002621508,0.00013774233],"about_ca_topic_score_codex":0.004052433,"about_ca_topic_score_gemma":0.004777234,"teacher_disagreement_score":0.0075829844,"about_ca_system_score_codex":0.000076917655,"about_ca_system_score_gemma":0.00002632628,"threshold_uncertainty_score":0.6126094},"labels":[],"label_agreement":null},{"id":"W2939997407","doi":"10.1186/s13033-019-0275-x","title":"Perceived impact of contextual determinants on depression, anxiety and stress: a survey with university students","year":2019,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":182,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research; Ontario Ministry of Economic Development and Innovation","keywords":"Anxiety; Mental health; Stressor; Depression (economics); Clinical psychology; Psychology; Cross-sectional study; Interpersonal communication; Psychiatry; Medicine; Social psychology","score_opus":0.03084558109358615,"score_gpt":0.4091082278966111,"score_spread":0.37826264680302496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939997407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971034,0.0003899505,0.000005791293,0.000039819795,0.0011778296,0.00048857165,0.00052165956,0.0000039069023,0.00026908793],"genre_scores_gemma":[0.9991991,0.00014951118,0.000007907452,0.0000410217,0.00006204466,0.0000011126054,0.000030797455,0.000010154787,0.00049838243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981414,0.0003728162,0.0004989474,0.00016744195,0.0006346753,0.000184693],"domain_scores_gemma":[0.9984698,0.00012245154,0.00090460834,0.00010797686,0.00020725896,0.00018787342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005625764,0.0001355491,0.00036357707,0.00017039543,0.00006695988,0.000025263766,0.0003379468,0.000051451585,0.00011385225],"category_scores_gemma":[0.000004575487,0.00009266137,0.00006583596,0.00005956543,0.00003840065,0.00016664235,0.000047683243,0.00013728655,0.00001311165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042380076,0.0005377965,0.98850757,0.000051052557,0.00025847577,0.000036255267,0.0014601488,0.000016653787,0.000021666106,0.000013356409,0.00043457793,0.0044244304],"study_design_scores_gemma":[0.0054723104,0.0020910224,0.98756766,0.0012799731,0.0000074213913,0.00028103805,0.0031133045,0.000043772216,0.000014307644,6.1702923e-7,0.00005787768,0.00007070417],"about_ca_topic_score_codex":0.004086648,"about_ca_topic_score_gemma":0.00021313266,"teacher_disagreement_score":0.0043537263,"about_ca_system_score_codex":0.0004518767,"about_ca_system_score_gemma":0.000089492125,"threshold_uncertainty_score":0.61778164},"labels":[],"label_agreement":null},{"id":"W2940748782","doi":"10.1177/0706743719842562","title":"The Road to Mental Readiness for First Responders: A Meta-Analysis of Program Outcomes","year":2019,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mental Health Commission of Canada; University of Calgary","funders":"","keywords":"Mental health; Stigma (botany); Psychology; Mental illness; Affect (linguistics); Meta-analysis; Clinical psychology; First responder; Perception; Program evaluation; Psychiatry; Medicine; Medical emergency","score_opus":0.2410437454067332,"score_gpt":0.4849663824782637,"score_spread":0.24392263707153047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940748782","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000074985655,0.97399825,0.000003021243,0.016550869,0.0045715747,0.0034974464,0.0006438531,0.0000051618767,0.00065486605],"genre_scores_gemma":[0.0015455589,0.954235,0.0024233263,0.003498843,0.0015907008,0.0028272206,0.00033484946,0.0003615745,0.033182934],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966859,0.00044687724,0.0016243156,0.00029542093,0.0003348041,0.00061267545],"domain_scores_gemma":[0.9958785,0.0006117794,0.0019012329,0.0009427583,0.00016056719,0.0005051456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017431623,0.00044831206,0.0032738685,0.00092885934,0.00070374034,0.00013244456,0.0015546333,0.00023059902,0.00062074943],"category_scores_gemma":[0.000044194752,0.00020067398,0.0046229563,0.0011452386,0.00012660414,0.000062716834,0.000025735371,0.00040697795,0.000052349595],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022289799,0.00023626085,0.00077424786,0.002743151,0.3874843,0.0000132594405,0.001167338,0.0000040624163,2.0157311e-9,0.008903499,0.08836762,0.5100834],"study_design_scores_gemma":[0.00029844677,0.00036073517,0.00033659532,0.00030720644,0.22239836,0.000030708125,0.0003940864,6.194383e-7,1.2725262e-8,0.0002281778,0.7754772,0.00016788382],"about_ca_topic_score_codex":0.009329566,"about_ca_topic_score_gemma":0.48958457,"teacher_disagreement_score":0.6871096,"about_ca_system_score_codex":0.00030529746,"about_ca_system_score_gemma":0.0016065696,"threshold_uncertainty_score":0.99726737},"labels":[],"label_agreement":null},{"id":"W2941424276","doi":"10.1007/s00406-018-0883-5","title":"Correction to: Depressive residual symptoms are associated with illness course characteristics in a sample of outpatients with bipolar disorder","year":2018,"lang":"en","type":"erratum","venue":"European Archives of Psychiatry and Clinical Neuroscience","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Bipolar disorder; Psychology; Psychiatry; Clinical psychology; Residual; Sample (material); Depressive symptoms; Computer science; Mood; Anxiety; Algorithm","score_opus":0.021864169446628196,"score_gpt":0.3422668120695193,"score_spread":0.3204026426228911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941424276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652831,0.00033148463,0.00017806195,0.00013632176,0.028843313,0.0007457363,0.0006900377,0.000029421422,0.0037625064],"genre_scores_gemma":[0.98562515,0.00031142583,0.00022879022,0.0005906603,0.00065158727,0.000024851937,0.00023701329,0.000097371274,0.012233139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962281,0.0010452867,0.0009968055,0.0009386572,0.0003694541,0.00042168074],"domain_scores_gemma":[0.9969604,0.00075833633,0.001483516,0.00050050026,0.00006253585,0.00023468978],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040190536,0.0003508314,0.00070745766,0.00018800977,0.00020307637,0.000029010305,0.0005582427,0.00010004396,0.000022879243],"category_scores_gemma":[0.00047881156,0.00025969604,0.00007847272,0.00041224,0.0011702869,0.000085565436,0.00018652792,0.00076041324,0.000005385511],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015093188,0.002529023,0.9738545,0.00010980745,0.00004655643,0.00002657843,0.0006321514,0.0000014655853,0.0000016334445,0.000026292826,0.00842194,0.012840771],"study_design_scores_gemma":[0.001664948,0.005684737,0.98699415,0.0024937333,0.00010711047,0.0000056483786,0.00020413676,0.000053049385,0.0000011162521,0.000025204996,0.002473467,0.00029271148],"about_ca_topic_score_codex":0.00015191203,"about_ca_topic_score_gemma":0.001064681,"teacher_disagreement_score":0.028191727,"about_ca_system_score_codex":0.000008028875,"about_ca_system_score_gemma":0.00012247948,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W2941590297","doi":"10.1186/s12888-018-1990-6","title":"Validation of a case definition for depression in administrative data against primary chart data as a reference standard","year":2019,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Depression (economics); Medical prescription; Medicine; Psychiatry; Mental health; Population; Documentation; Mood; Gold standard (test); Psychology; Clinical psychology; Internal medicine; Environmental health","score_opus":0.24484623847290896,"score_gpt":0.45433420195644636,"score_spread":0.2094879634835374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941590297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752563,0.0005330465,0.00032130553,0.000114847324,0.0010121685,0.0015789235,0.003922648,0.000023787727,0.017236939],"genre_scores_gemma":[0.9772613,0.000027465689,0.009479934,0.0001970285,0.00008604436,0.00010802181,0.012666129,0.000017973985,0.00015609835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984387,0.00012982817,0.000435108,0.0006175427,0.0001628318,0.00021598849],"domain_scores_gemma":[0.9980342,0.00012432545,0.00028207278,0.0014679208,0.000031521875,0.000059994225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045919837,0.00014227664,0.00023704153,0.00009257117,0.000070033544,0.000017418408,0.0004768768,0.00011989275,0.00027450093],"category_scores_gemma":[0.000024546463,0.00012821717,0.000022367385,0.00013220981,0.0000241748,0.0004164887,0.00018732101,0.000113189584,0.000079414014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075297053,0.0017171756,0.9514859,0.0015326845,0.000087253604,0.000026272497,0.00071697496,0.000002268049,0.00025273405,0.0067711873,0.013204002,0.016673872],"study_design_scores_gemma":[0.08624222,0.00960416,0.8162736,0.006331495,0.0008866839,0.0014156085,0.023850588,0.0017520944,0.0035692737,0.027712483,0.018956352,0.0034053808],"about_ca_topic_score_codex":0.00017300238,"about_ca_topic_score_gemma":0.00052753655,"teacher_disagreement_score":0.13521221,"about_ca_system_score_codex":0.00004412985,"about_ca_system_score_gemma":0.00022639234,"threshold_uncertainty_score":0.52285445},"labels":[],"label_agreement":null},{"id":"W2943101773","doi":"","title":"Inpatient Mental Health: What Helps People Transition Into Communities","year":2019,"lang":"en","type":"article","venue":"Sigma's 30th International Nursing Research Congress","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Transition (genetics); Psychology; Public relations; Environmental planning; Business; Geography; Psychiatry; Political science","score_opus":0.06602312105850479,"score_gpt":0.4711573392310838,"score_spread":0.40513421817257905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943101773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.930674,0.0022065418,0.00004732688,0.036495235,0.013279908,0.0015888431,0.00008542315,0.000088629764,0.015534084],"genre_scores_gemma":[0.99309504,0.00045935326,0.000094842086,0.0007982554,0.00025937712,0.00019046234,0.0010455612,0.000041234714,0.004015844],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99615836,0.0008270095,0.0004921655,0.00041813203,0.0013362166,0.0007680927],"domain_scores_gemma":[0.9983718,0.0003841303,0.00015015512,0.0004611715,0.00038070988,0.000252049],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012068057,0.00022440821,0.00029718596,0.00055967236,0.00078432437,0.00041958882,0.00069921307,0.00011824946,0.004583303],"category_scores_gemma":[0.000014942691,0.00022028397,0.00009361122,0.0003263955,0.00030479633,0.0009463807,0.000103924074,0.00061686715,0.0008088056],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003224431,0.0040395185,0.02027019,0.00035005916,0.00036841922,0.000029979437,0.26596165,0.00005262377,0.00028438866,0.023517603,0.07422812,0.60767305],"study_design_scores_gemma":[0.02360291,0.009019633,0.10113941,0.019532625,0.000045988796,0.00023842172,0.70472807,0.008877903,0.0026080427,0.028442483,0.09953192,0.002232608],"about_ca_topic_score_codex":0.003902683,"about_ca_topic_score_gemma":0.000767219,"teacher_disagreement_score":0.60544044,"about_ca_system_score_codex":0.0013251016,"about_ca_system_score_gemma":0.00009961258,"threshold_uncertainty_score":0.9999692},"labels":[],"label_agreement":null},{"id":"W2943727749","doi":"10.1016/j.ssmph.2019.100385","title":"Relationships between psychological distress and health behaviors among Canadian adults: Differences based on gender, income, education, immigrant status, and ethnicity","year":2019,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Douglas Mental Health University Institute; Douglas College; Hôpital Louis-H Lafontaine; Université du Québec à Montréal","funders":"Faculty of Health Sciences, Queen's University; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; HEC Montréal; Canada Foundation for Innovation; Fonds de Recherche du Québec - Santé; Université du Québec à Chicoutimi; Université du Québec à Montréal","keywords":"Psychosocial; Socioeconomic status; Ethnic group; Population; Psychological intervention; Gerontology; Health equity; Social support; Household income; Psychology; Medicine; Environmental health; Public health; Demography; Psychiatry; Social psychology; Geography","score_opus":0.08689590307510636,"score_gpt":0.4162739524727928,"score_spread":0.32937804939768645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943727749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938728,0.0009346225,0.000011610908,0.0023470102,0.00054477,0.0016283011,0.00024763047,0.000055999764,0.00035723485],"genre_scores_gemma":[0.99638766,0.00011824853,0.00015024847,0.0012958808,0.00007872063,0.00010372323,0.0016929773,0.00002158088,0.0001509588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971697,0.0006731358,0.00065778126,0.0006187528,0.00023635499,0.0006443048],"domain_scores_gemma":[0.9980489,0.0001502292,0.0003830013,0.00035105558,0.000036452806,0.0010303396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006663763,0.00023948474,0.0003896705,0.00030283793,0.00075426773,0.00004491896,0.000099854806,0.00019962063,0.00027492567],"category_scores_gemma":[0.000015210005,0.00020857173,0.000033008673,0.00025788485,0.00006939847,0.00014143123,0.000014848657,0.00044517143,0.000028269696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004063346,0.00018131742,0.95335627,0.00013240306,0.000005893887,4.3244194e-7,0.0020848908,0.0000015924005,1.8869557e-8,0.0021024244,0.00018323238,0.041910898],"study_design_scores_gemma":[0.00093131803,0.00050130324,0.9957778,0.00017995156,0.000008618516,0.0000011945021,0.001693815,0.000077918965,6.898911e-8,0.0006115201,0.000042148535,0.00017434034],"about_ca_topic_score_codex":0.5817648,"about_ca_topic_score_gemma":0.25952438,"teacher_disagreement_score":0.32224047,"about_ca_system_score_codex":0.0004876543,"about_ca_system_score_gemma":0.00017700232,"threshold_uncertainty_score":0.85053086},"labels":[],"label_agreement":null},{"id":"W2944743017","doi":"10.1016/j.mph.2019.200159","title":"University students’ perspectives on mental illness stigma","year":2019,"lang":"en","type":"article","venue":"Mental Health & Prevention","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stigma (botany); Mental illness; Mental health; Thematic analysis; Photovoice; Participatory action research; Psychology; Competence (human resources); Qualitative research; Medical education; Nursing; Medicine; Psychiatry; Social psychology; Sociology","score_opus":0.02505638792568031,"score_gpt":0.39577203711251313,"score_spread":0.3707156491868328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944743017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98370934,0.00066669326,0.000021188389,0.0010639633,0.0023038653,0.0023227506,0.00005859569,0.00010269672,0.009750888],"genre_scores_gemma":[0.9552342,0.00023889118,0.00006670554,0.00030427222,0.00007822942,0.000022217442,0.00024609012,0.000023618926,0.043785732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978011,0.0003807842,0.0002912924,0.00058939296,0.00043504618,0.00050233526],"domain_scores_gemma":[0.99920166,0.000028604365,0.00021946152,0.000321944,0.000018632692,0.00020971785],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039875222,0.00022263877,0.0002663784,0.00015987028,0.00063838763,0.000027580058,0.00028305114,0.000085486885,0.0046282825],"category_scores_gemma":[0.0000011249305,0.00022477799,0.00011815665,0.00020935514,0.000045832738,0.0002268308,0.00009896636,0.00019244493,0.0023881895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048758686,0.015059221,0.57477456,0.0004898093,0.0004441587,0.000039135124,0.059665337,0.0000028800255,0.00014508568,0.02560502,0.018530758,0.30036816],"study_design_scores_gemma":[0.011850403,0.0042126155,0.84160703,0.0005818723,0.000029132929,0.000022668737,0.108242184,0.000017627444,0.00016170778,0.00021309337,0.032466296,0.0005953922],"about_ca_topic_score_codex":0.0007207499,"about_ca_topic_score_gemma":0.00011300984,"teacher_disagreement_score":0.29977277,"about_ca_system_score_codex":0.0011999666,"about_ca_system_score_gemma":0.000040704355,"threshold_uncertainty_score":0.9983886},"labels":[],"label_agreement":null},{"id":"W2945130382","doi":"10.3389/fsoc.2019.00043","title":"Triple Jeopardy: Complexities of Racism, Sexism, and Ageism on the Experiences of Mental Health Stigma Among Young Canadian Black Women of Caribbean Descent","year":2019,"lang":"en","type":"review","venue":"Frontiers in Sociology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Mental health; Stigma (botany); Racism; Mental illness; Prejudice (legal term); Social stigma; Intersectionality; Gender studies; Political science; Psychology; Medicine; Psychiatry; Sociology; Social psychology; Family medicine","score_opus":0.08067172285729975,"score_gpt":0.3780097664524387,"score_spread":0.297338043595139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945130382","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26885563,0.7249842,0.0000035724174,0.00011062706,0.002521575,0.0020397892,0.0003992947,0.000006061131,0.0010791923],"genre_scores_gemma":[0.3166949,0.68157804,0.000087153625,0.00019413022,0.000058745853,0.0004134222,0.00025845514,0.000037605874,0.00067756954],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964325,0.0012019776,0.0010955652,0.00043587136,0.00016792401,0.00066617376],"domain_scores_gemma":[0.99805707,0.00023631655,0.001085442,0.0004039644,0.000023420534,0.00019379423],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008116667,0.00036121067,0.0024290686,0.00037802925,0.00016052603,0.00000484105,0.00045637495,0.00040163574,0.000243294],"category_scores_gemma":[0.000019457013,0.00025920838,0.00018169793,0.00016260598,0.0024885272,0.000036920428,0.00007123165,0.00038724937,0.0000037509747],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001727722,0.00027593863,0.021004537,0.010422967,0.00074659556,0.000011916231,0.776732,5.8161544e-7,6.543929e-8,0.0044574556,0.036904816,0.14927034],"study_design_scores_gemma":[0.0025533086,0.0020088346,0.010917526,0.004922834,0.00018795658,0.00001393308,0.84959674,0.0000133101785,0.0000024878061,0.0012593516,0.12786646,0.00065723417],"about_ca_topic_score_codex":0.039024696,"about_ca_topic_score_gemma":0.003793637,"teacher_disagreement_score":0.1486131,"about_ca_system_score_codex":0.00083638536,"about_ca_system_score_gemma":0.0004022921,"threshold_uncertainty_score":0.999986},"labels":[],"label_agreement":null},{"id":"W2946019115","doi":"10.1017/gmh.2019.7","title":"Using technology to scale-up training and supervision of community health workers in the psychosocial management of perinatal depression: a non-inferiority, randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Government of Canada","keywords":"Competence (human resources); Psychosocial; Randomized controlled trial; Psychology; Likert scale; Rating scale; Nursing; Medicine; Psychiatry; Social psychology; Developmental psychology","score_opus":0.037342192996635035,"score_gpt":0.42509007930347975,"score_spread":0.3877478863068447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946019115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768556,0.0017518525,0.00015551114,0.0022199359,0.0016559383,0.01540531,0.00008485159,0.000024381954,0.0018466335],"genre_scores_gemma":[0.997577,0.00013880961,0.0010320571,0.0007320077,0.000039257404,0.00038713258,0.000030301713,0.000015760043,0.000047638176],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99540687,0.0017276779,0.0014106603,0.0003687384,0.0004378223,0.0006482602],"domain_scores_gemma":[0.998377,0.00021270137,0.0006680354,0.0005085274,0.000034777568,0.00019896188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038107235,0.00030167314,0.0019552717,0.00020224645,0.0003947539,0.000020769574,0.00046211784,0.00015842274,0.00002960495],"category_scores_gemma":[0.000013065794,0.00022135487,0.00019917283,0.0006496834,0.00022948951,0.000091950016,0.00027833012,0.00037603328,0.0000061175547],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8121764,0.0015654129,0.045532662,0.0009649384,0.0002465507,0.0000069359166,0.014878209,0.00000247261,0.000017579476,0.0025614912,0.0003659109,0.12168146],"study_design_scores_gemma":[0.8974966,0.0021522874,0.0520042,0.0011035635,0.000046265835,0.00003453191,0.046681345,0.00009759598,0.000010021777,0.00011933316,0.000057540943,0.00019676221],"about_ca_topic_score_codex":0.007406516,"about_ca_topic_score_gemma":0.00023553359,"teacher_disagreement_score":0.1214847,"about_ca_system_score_codex":0.00045712892,"about_ca_system_score_gemma":0.0001476062,"threshold_uncertainty_score":0.99920326},"labels":[],"label_agreement":null},{"id":"W2946308014","doi":"10.1097/01.acm.0000558048.02925.69","title":"Commentary on “Medical School: A Mental Battle”","year":2019,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); Battle; Workload; Anxiety; Psychology; Medical education; Depression (economics); Psychiatry; Medicine; Management; Geography","score_opus":0.05315456480703541,"score_gpt":0.41461249910812836,"score_spread":0.36145793430109296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946308014","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003701156,0.0031614704,0.0000043158975,0.9329434,0.017717184,0.0013086048,0.000096233285,0.00014153353,0.040926088],"genre_scores_gemma":[0.0040938254,0.0008584377,0.0000033737526,0.8971266,0.03618961,0.00021028321,0.0037940394,0.000118476535,0.05760533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99459213,0.0004605727,0.001034236,0.0010263845,0.0018041132,0.0010825663],"domain_scores_gemma":[0.9965621,0.0015257573,0.00043011352,0.0008888063,0.000024108522,0.00056909694],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00078932225,0.0007138928,0.0010539212,0.00039244216,0.00018769708,0.0000071896557,0.0012000266,0.0030393095,0.11087281],"category_scores_gemma":[0.0002314919,0.0005160154,0.00012334168,0.00021481598,0.00037056443,0.00007779,0.00018618097,0.010027505,0.012868492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014260817,0.00003464545,0.0012957439,0.00020306236,0.00022066919,0.0009078743,0.00088239,1.4051718e-8,0.0000019616637,0.00007038285,0.99070853,0.005532108],"study_design_scores_gemma":[0.004440227,0.0008533759,0.00034105525,0.0019643647,0.0001440351,0.00013927743,0.00034232423,0.000004992848,0.000005725358,0.00014005553,0.99121773,0.000406843],"about_ca_topic_score_codex":0.0007191704,"about_ca_topic_score_gemma":0.0000032415444,"teacher_disagreement_score":0.09800432,"about_ca_system_score_codex":0.0004404786,"about_ca_system_score_gemma":0.00007289543,"threshold_uncertainty_score":0.99972916},"labels":[],"label_agreement":null},{"id":"W2946342010","doi":"10.7870/cjcmh-2018-019","title":"The Walk-in Counselling Model of Service Delivery: Who Benefits Most?","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo; Wilfrid Laurier University","funders":"","keywords":"Moderation; Service (business); Service delivery framework; Key (lock); Psychological distress; Walk-in; Service model; Distress; Psychology; Differential (mechanical device); Applied psychology; Computer science; Medicine; Clinical psychology; Social psychology; Psychotherapist; Mental health; Engineering; Business; Computer security; Alternative medicine; Marketing","score_opus":0.0869200955269301,"score_gpt":0.36168634386637116,"score_spread":0.2747662483394411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946342010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98453605,0.0053092055,0.0000129536,0.0070052827,0.00069746264,0.00029637912,0.00011245761,0.0000033317947,0.0020268525],"genre_scores_gemma":[0.995169,0.0006788254,0.00006419344,0.0038116062,0.00007940334,0.0000034376208,0.000015433794,0.000017725299,0.0001604008],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.997821,0.0006322275,0.00073228957,0.00006653149,0.00019521962,0.00055277103],"domain_scores_gemma":[0.9981056,0.00018474026,0.0004927493,0.00035237108,0.00023261344,0.0006319226],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001729522,0.00014103108,0.00032609046,0.0002046128,0.0015200755,0.000026506325,0.0007043201,0.00007238497,0.00010601124],"category_scores_gemma":[0.00000627181,0.000113883936,0.000051758965,0.0003360749,0.00013851904,0.00014313534,0.000019297495,0.0006251876,0.000017559012],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022576244,0.0013923775,0.028207975,0.00069231505,0.00040514435,0.000043438413,0.36837357,0.0011873004,0.00007277615,0.03812791,0.043223068,0.5160165],"study_design_scores_gemma":[0.050628457,0.031367134,0.22823709,0.016552664,0.00035248866,0.0018837093,0.41132197,0.06501763,0.0038294015,0.048552833,0.1383193,0.003937315],"about_ca_topic_score_codex":0.20680232,"about_ca_topic_score_gemma":0.72911805,"teacher_disagreement_score":0.52231574,"about_ca_system_score_codex":0.0005552872,"about_ca_system_score_gemma":0.0009168899,"threshold_uncertainty_score":0.9997798},"labels":[],"label_agreement":null},{"id":"W2946715802","doi":"10.1136/bmjopen-2018-027663","title":"Multinational comparison of new antidepressant use in older adults: a cohort study","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sante Montreal; Ottawa Hospital; McGill University","funders":"Canadian Institutes of Health Research; Medical Research Council; Institute for Clinical Evaluative Sciences; McGill University","keywords":"Medicine; Antidepressant; Multinational corporation; Cohort study; Epidemiology; Cohort; Psychiatry; Family medicine; Environmental health; Gerontology; Internal medicine; Anxiety","score_opus":0.12734070945848527,"score_gpt":0.5053692764252085,"score_spread":0.37802856696672316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946715802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97171485,0.000029258816,0.0000029452249,0.000068311856,0.00027615955,0.019468617,0.000011447582,0.0000074349077,0.0084209945],"genre_scores_gemma":[0.99113464,4.6220126e-7,0.00018682523,0.0000842669,0.000022428549,0.00076431653,0.000041025625,0.00001000496,0.0077560083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988066,0.00012897675,0.00042715573,0.00027673165,0.00020230234,0.00015823722],"domain_scores_gemma":[0.99928725,0.000107864864,0.00018552504,0.00034045518,0.00002942582,0.000049471757],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035541214,0.00009168511,0.00031933503,0.00006848657,0.000025429385,0.00003325747,0.0003201374,0.000042284384,0.0030218547],"category_scores_gemma":[0.00001546046,0.00007764633,0.000022081767,0.00012188539,0.000009726503,0.00022662306,0.00019258326,0.00007357108,0.00033135354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007136637,0.0025746743,0.98397994,0.000028216216,0.000040032788,0.000009697651,0.0037474728,0.000005003692,0.0000019711997,0.00013905019,0.003993152,0.004767128],"study_design_scores_gemma":[0.0073118806,0.00022303127,0.9893559,0.0001563306,0.000009696253,0.0000011305672,0.0025232274,0.00014142471,0.000025839237,0.000008961458,0.00015525449,0.000087291395],"about_ca_topic_score_codex":0.0209375,"about_ca_topic_score_gemma":0.002071598,"teacher_disagreement_score":0.01941983,"about_ca_system_score_codex":0.00002927803,"about_ca_system_score_gemma":0.00002949411,"threshold_uncertainty_score":0.9978895},"labels":[],"label_agreement":null},{"id":"W2946759829","doi":"10.1002/9781118924396.wbiea2362","title":"Ethno‐ and Cultural Psychiatry","year":2018,"lang":"en","type":"other","venue":"The International Encyclopedia of Anthropology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychopathology; Social psychiatry; Psychology; Mental health; Mental illness; Coping (psychology); Adaptation (eye); Psychiatry; Psychotherapist","score_opus":0.021801774790603395,"score_gpt":0.39000125298508315,"score_spread":0.36819947819447973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946759829","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003269428,0.0031825313,0.000010503381,0.0066494974,0.01345519,0.0002506226,0.000081806196,0.00004830119,0.97305214],"genre_scores_gemma":[0.005082573,0.004885011,0.0004243595,0.0005382529,0.0026038776,0.0000415511,0.00009176268,0.00012365347,0.986209],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990218,0.00007379825,0.0002739046,0.00027390374,0.00016388462,0.00019270014],"domain_scores_gemma":[0.99925226,0.000073279785,0.00034159474,0.00024986305,0.000037078036,0.000045939458],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001043679,0.00019278421,0.00025945727,0.00012592411,0.00007752626,0.0000073253486,0.0004690142,0.00027402383,0.07240871],"category_scores_gemma":[0.000011864082,0.000120916506,0.000057009463,0.00005233123,0.0012440683,0.000025907895,0.00012404367,0.00015622281,0.00083210575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006916068,0.0001378069,0.0027196417,0.000023967226,0.0002640477,0.0000059143754,0.000502115,7.993226e-9,0.000001160459,0.021496011,0.95929015,0.01549004],"study_design_scores_gemma":[0.0005264514,0.00020807462,0.0012123884,0.00006752309,0.000050714945,0.000048762606,0.0011058821,0.0000013825504,0.0000048820234,0.001126097,0.99552685,0.00012099764],"about_ca_topic_score_codex":0.004607903,"about_ca_topic_score_gemma":0.0013856925,"teacher_disagreement_score":0.07157661,"about_ca_system_score_codex":0.00002756652,"about_ca_system_score_gemma":0.000033807723,"threshold_uncertainty_score":0.9999459},"labels":[],"label_agreement":null},{"id":"W2946787866","doi":"","title":"A Study on Quality of Life (QOL) in Patients with Schizophrenia","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Quality of life (healthcare); Clinical psychology; Psychopathology; Psychiatry; Positive and Negative Syndrome Scale; Population; Mental health; Medicine; Mental illness; Psychology; Diagnosis of schizophrenia; Beck Depression Inventory; Psychosis; Anxiety","score_opus":0.04974331148196185,"score_gpt":0.419137630678583,"score_spread":0.36939431919662113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946787866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9380787,0.00002615648,1.9387234e-7,0.000012025142,0.00047526232,0.0015563832,0.000034943387,0.000017585386,0.059798762],"genre_scores_gemma":[0.98668444,9.356843e-7,0.000008828322,0.000046559395,0.00002797622,0.0001922392,0.0003632499,0.00002403139,0.012651758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840033,0.0001956569,0.00053870596,0.00036190343,0.00031057198,0.0001928168],"domain_scores_gemma":[0.9990673,0.00009492546,0.00037060253,0.00034223232,0.00005583082,0.00006911137],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015618767,0.00021480124,0.0004482151,0.00018143182,0.00003881523,0.000005732177,0.00014590996,0.00014524294,0.0012859068],"category_scores_gemma":[0.000012454227,0.00012558118,0.0000365432,0.00012244926,0.000011284786,0.00004108863,0.000007917275,0.0001320485,0.00019641368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015287244,0.0052146623,0.9660688,0.00008244018,0.00011184936,0.0000023768887,0.0016813681,1.2499704e-8,4.7691276e-7,0.000706309,0.00014560776,0.0106988475],"study_design_scores_gemma":[0.010342589,0.0017255098,0.98535395,0.00014130842,0.000016820182,8.355015e-9,0.002224951,7.14957e-9,0.000011960553,0.00003909147,0.000004781723,0.00013899866],"about_ca_topic_score_codex":0.0015274709,"about_ca_topic_score_gemma":0.003569856,"teacher_disagreement_score":0.048605733,"about_ca_system_score_codex":0.000050857754,"about_ca_system_score_gemma":0.000036722275,"threshold_uncertainty_score":0.99962705},"labels":[],"label_agreement":null},{"id":"W2946824209","doi":"10.1007/s10597-019-00413-9","title":"Transition Experiences Following Psychiatric Hospitalization: A systematic Review of the Literature","year":2019,"lang":"en","type":"review","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Queen's University; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Thematic analysis; Psychological intervention; Qualitative research; Psychiatry; Medicine; Mental health; Mental illness; Transition (genetics); Interpersonal communication; Autonomy; Psychology; Psychiatric hospital; Clinical psychology; Social psychology","score_opus":0.07945616164970734,"score_gpt":0.4547489386780197,"score_spread":0.3752927770283123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946824209","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018338066,0.9865503,0.0000072947373,0.00047456895,0.0064431764,0.0058493307,0.00008040382,0.000017558823,0.00039403615],"genre_scores_gemma":[0.00031249053,0.99695027,0.00003335167,0.0015680632,0.0001455195,0.0003680465,0.00029568424,0.000042084983,0.0002844943],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9886462,0.007874291,0.002301637,0.00019321112,0.00056174904,0.0004228996],"domain_scores_gemma":[0.9956481,0.0002195037,0.0028464939,0.0010201853,0.00006673258,0.0001989796],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002616402,0.00045525358,0.0027319991,0.00021644853,0.0018584394,0.000080512764,0.001287542,0.00022744085,0.00025400697],"category_scores_gemma":[0.000029707155,0.00026142734,0.001340526,0.0010929183,0.00005750291,0.0002114561,0.0001047083,0.001809281,0.000040869352],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051858115,0.0003191257,0.0000027526473,0.9487114,0.00018068655,0.0000028343688,0.021558883,7.860797e-9,1.4589132e-9,0.00004837062,0.0026295418,0.026541218],"study_design_scores_gemma":[0.00039068298,0.00035440768,0.0000040203513,0.97336245,0.0008962512,0.0007348014,0.00672502,2.239285e-7,2.951657e-8,0.000020641019,0.017317887,0.0001935714],"about_ca_topic_score_codex":0.000051178045,"about_ca_topic_score_gemma":0.000005925628,"teacher_disagreement_score":0.026347646,"about_ca_system_score_codex":0.00053662667,"about_ca_system_score_gemma":0.00033430423,"threshold_uncertainty_score":0.9999838},"labels":[],"label_agreement":null},{"id":"W2947816372","doi":"10.4088/jcp.ot18043ah2","title":"Differential Diagnosis of Major Depressive Disorder Versus Bipolar Disorder","year":2019,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Sunovion; Allergan; H. Lundbeck A/S; Purdue University; Pfizer","keywords":"Bipolar disorder; Major depressive disorder; Psychiatry; Set (abstract data type); Comorbidity; Bipolar II disorder; Psychology; Differential diagnosis; Medicine; Clinical psychology; Mood","score_opus":0.04815890053785754,"score_gpt":0.4334091801908091,"score_spread":0.38525027965295155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947816372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670215,0.010489962,0.00007945692,0.0027119115,0.018023489,0.00036244676,0.000019002919,0.000008213708,0.0012840008],"genre_scores_gemma":[0.99695396,0.0011072545,0.0001118999,0.00027910853,0.0010005711,0.000008337402,0.0000036457882,0.000027368631,0.00050784193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968862,0.00061824865,0.001634792,0.00018309588,0.00037821298,0.00029943377],"domain_scores_gemma":[0.9959215,0.0018049869,0.0015299697,0.00048674713,0.000094521245,0.00016227148],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007287293,0.00019326937,0.0006607673,0.00008364658,0.000111939684,0.000011792047,0.00065217784,0.0001965418,0.00596557],"category_scores_gemma":[0.000086689564,0.00011036193,0.00047721568,0.00015997067,0.00015442552,0.00012196911,0.000085493855,0.0006576708,0.00024972233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058051124,0.0020270476,0.9505047,0.000049855895,0.00055324344,0.0000021966323,0.00018178372,0.0000049753935,0.0000028331635,0.0008281292,0.0043547847,0.035685297],"study_design_scores_gemma":[0.01898941,0.0030349053,0.964977,0.00016345363,0.0006756277,0.000013330754,0.0008572092,0.000012173193,0.000022000915,0.0015325815,0.009532214,0.00019005753],"about_ca_topic_score_codex":0.0001466514,"about_ca_topic_score_gemma":0.000101292906,"teacher_disagreement_score":0.03549524,"about_ca_system_score_codex":0.0000119015085,"about_ca_system_score_gemma":0.000062313426,"threshold_uncertainty_score":0.99494314},"labels":[],"label_agreement":null},{"id":"W2948025984","doi":"10.1007/s40596-019-01073-3","title":"Moving the Global Mental Health Debate Forward: How a Structural Competency Framework Can Apply to Global Mental Health Training","year":2019,"lang":"en","type":"editorial","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Training (meteorology); Global mental health; Psychology; Medical education; Applied psychology; Psychiatry; Medicine; Geography","score_opus":0.01873685736417038,"score_gpt":0.3789993427131441,"score_spread":0.36026248534897376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948025984","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018230375,0.016128981,0.00010089539,0.11150217,0.83518577,0.0049645132,0.012190394,0.0002861394,0.0014107864],"genre_scores_gemma":[0.083542205,0.0019099063,0.0053991866,0.04562315,0.85370404,0.0007189685,0.007182809,0.00034153892,0.0015781836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902266,0.0008710778,0.0017115196,0.0020845348,0.001913415,0.0031928255],"domain_scores_gemma":[0.9952666,0.00034391062,0.0017109925,0.001243784,0.000068101064,0.0013665906],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0012712784,0.0014604265,0.0019152609,0.00015778145,0.001958961,0.00020548922,0.0025760292,0.0022264412,0.00025871443],"category_scores_gemma":[0.000078845056,0.0011714061,0.0005270629,0.00094337476,0.00020692573,0.00024604605,0.00054831995,0.0045735766,0.00027001798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048450628,0.00008029202,0.018557357,0.00037081802,0.00041845086,0.000003464718,0.0064207427,0.0000020723107,1.5764888e-7,0.007263137,0.93401146,0.032387536],"study_design_scores_gemma":[0.0057181874,0.0019731189,0.011598123,0.0032123178,0.00015357957,0.00019237472,0.015923923,0.00004150856,2.2210901e-7,0.013800679,0.94535834,0.0020276248],"about_ca_topic_score_codex":0.006981168,"about_ca_topic_score_gemma":0.0036447747,"teacher_disagreement_score":0.065879025,"about_ca_system_score_codex":0.005003783,"about_ca_system_score_gemma":0.003514832,"threshold_uncertainty_score":0.9998145},"labels":[],"label_agreement":null},{"id":"W2948537822","doi":"10.1136/bmjopen-2018-024265","title":"Public, health professional and legislator perspectives on the concept of psychiatric disease: a population-based survey","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Institute for Clinical Evaluative Sciences; Impact; McMaster University; SickKids Foundation; University of Toronto; Hospital for Sick Children; St. Joseph’s Healthcare Hamilton","funders":"Sigrid Juséliuksen Säätiö; Jane ja Aatos Erkon Säätiö; Academy of Finland","keywords":"Psychiatry; Medicine; Population; Anxiety; Mental health; Panic disorder; Public health; Homosexuality; Clinical psychology; Psychology","score_opus":0.17706069852873552,"score_gpt":0.48537814653857436,"score_spread":0.30831744800983885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948537822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662072,0.00044848069,0.0000033609317,0.01896572,0.00057039404,0.009017127,0.00018706251,0.00001087977,0.004589791],"genre_scores_gemma":[0.99473315,0.0000019467489,0.000040179508,0.0013623236,0.000045902576,0.00052589405,0.00014071213,0.0000109242155,0.0031389345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983677,0.0007351402,0.00024227754,0.0002657921,0.00019655294,0.00019251987],"domain_scores_gemma":[0.9988515,0.00036703146,0.00025108148,0.00036342687,0.000041930405,0.00012506318],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010613975,0.00009756142,0.00019574196,0.000054817378,0.00018203475,0.000042902313,0.00026287598,0.000032252065,0.0022549878],"category_scores_gemma":[0.000045461824,0.000059439222,0.0000288511,0.00016933803,0.000035569217,0.00010125154,0.0000668588,0.00008153871,0.00006523495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005714501,0.00046041826,0.94871444,0.00003881958,0.000022492886,4.6542527e-7,0.0011832893,8.6044554e-7,1.3733685e-7,0.040294398,0.006711156,0.0020020853],"study_design_scores_gemma":[0.0012475584,0.00021472073,0.9966873,0.00005115795,0.0000029271291,2.731147e-7,0.0011081691,0.000028840099,4.8484134e-7,0.00016811749,0.00042022933,0.00007020372],"about_ca_topic_score_codex":0.0031021368,"about_ca_topic_score_gemma":0.0001855191,"teacher_disagreement_score":0.04797289,"about_ca_system_score_codex":0.00004886735,"about_ca_system_score_gemma":0.00023455998,"threshold_uncertainty_score":0.9986571},"labels":[],"label_agreement":null},{"id":"W2948553520","doi":"10.5339/connect.2019.2","title":"Stigma towards mental disorders in Qatar: A qualitative study","year":2019,"lang":"en","type":"article","venue":"QScience Connect","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Mental health; Mental illness; Thematic analysis; Qualitative research; Stigma (botany); Psychology; Social stigma; Psychiatry; Perception; Clinical psychology; Medicine; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.052544462755100343,"score_gpt":0.4606345758833959,"score_spread":0.4080901131282956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948553520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9665887,0.00012035266,0.0000050087897,0.0005105081,0.0010368987,0.0015345152,0.000014872363,0.000031994638,0.030157158],"genre_scores_gemma":[0.99769926,0.0000045139873,0.00002998834,0.00018694879,0.000015751606,0.00014901622,0.000008392339,0.000008237091,0.0018979019],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99830794,0.00030416477,0.00023663076,0.0004834046,0.000261267,0.0004065695],"domain_scores_gemma":[0.99941117,0.00016023767,0.00006988631,0.0002663226,0.000011701646,0.000080710306],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007578969,0.00013779859,0.00019595072,0.00013817735,0.00012751532,0.000029905237,0.00031889748,0.000034806944,0.0026776458],"category_scores_gemma":[0.00002170995,0.000112846785,0.000034980527,0.00046258583,0.00009537509,0.00022873736,0.00007143568,0.00010476015,0.0010844787],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026542717,0.0023188444,0.45546305,0.000023880353,0.00003313337,0.00002089533,0.45705426,0.000002854524,0.00012112836,0.003941179,0.00045439444,0.08030094],"study_design_scores_gemma":[0.004220546,0.001983072,0.56339216,0.000033240463,0.000007902194,0.0000028551326,0.42798263,0.00008779443,0.0000771679,0.0010377689,0.00086260354,0.0003122864],"about_ca_topic_score_codex":0.0046668863,"about_ca_topic_score_gemma":0.0020309149,"teacher_disagreement_score":0.10792909,"about_ca_system_score_codex":0.00011014437,"about_ca_system_score_gemma":0.000032518365,"threshold_uncertainty_score":0.9996933},"labels":[],"label_agreement":null},{"id":"W2948700758","doi":"10.22215/etd/2011-07436","title":"Factors influencing help-seeking : university students' responses to mental health stigma","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Stigma (botany); Psychology; Mental health; Humanities; Psychiatry; Art","score_opus":0.07175678662477036,"score_gpt":0.41643618023460943,"score_spread":0.34467939360983907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948700758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727828,0.0002689701,0.000007585555,0.00007729459,0.002345046,0.0012962812,0.00011463826,0.00014153113,0.022965869],"genre_scores_gemma":[0.7872122,0.00003768891,0.00006668364,0.00035207954,0.00005407594,0.000011691542,0.00092302315,0.000042339623,0.21130024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775505,0.00026314575,0.00039604228,0.0006214475,0.0003876754,0.0005766515],"domain_scores_gemma":[0.9988265,0.00008053907,0.00031149582,0.00034680578,0.00004568489,0.00038894312],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023953404,0.00039892356,0.00046733566,0.0004810923,0.0007589406,0.00004346501,0.00053793966,0.00023764563,0.003861756],"category_scores_gemma":[0.00000823142,0.00036702034,0.000113705726,0.00026952257,0.000016208025,0.0001420245,0.000083144434,0.0002665626,0.0004583191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055501177,0.0013261716,0.7355945,0.00050439656,0.0006579415,0.00009321041,0.19072536,1.5848862e-7,0.000105574705,0.0020037147,0.015416936,0.04802189],"study_design_scores_gemma":[0.0009237812,0.0005347376,0.86951804,0.0003188576,0.000041150983,0.0000012673607,0.12116739,1.5034065e-7,0.00018333756,0.000016011109,0.0068919933,0.00040326046],"about_ca_topic_score_codex":0.015978765,"about_ca_topic_score_gemma":0.007757747,"teacher_disagreement_score":0.18833438,"about_ca_system_score_codex":0.0006002595,"about_ca_system_score_gemma":0.00012915983,"threshold_uncertainty_score":0.99987817},"labels":[],"label_agreement":null},{"id":"W2948703561","doi":"10.1111/jocn.14937","title":"Exploring women's health care experiences through an equity lens: Findings from a community clinic serving marginalised women","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; B.C. Women's Hospital & Health Centre","funders":"","keywords":"Health care; Nursing; Health equity; Equity (law); Medicine; Social determinants of health; Family medicine; Psychology; Public health; Political science","score_opus":0.39355368467547647,"score_gpt":0.5490626923300865,"score_spread":0.15550900765461007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948703561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878833,0.00075080496,0.000024536434,0.000998518,0.0071794763,0.00034106462,0.000011966764,0.00003863296,0.0027716884],"genre_scores_gemma":[0.9950694,0.0003249817,0.0011202856,0.0024608686,0.00084596314,0.00006006294,0.000011770907,0.000036203066,0.00007045871],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9934691,0.0022262407,0.0024577493,0.00036695498,0.0005552736,0.00092463946],"domain_scores_gemma":[0.9955908,0.001585879,0.0015556812,0.0005859643,0.0001440165,0.0005376328],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0046583326,0.00027762388,0.0012825968,0.00011327267,0.00058929273,0.000116348696,0.0008483058,0.00018980833,0.003025242],"category_scores_gemma":[0.00016118486,0.00023460397,0.0002625889,0.00023960667,0.00018605999,0.0022030096,0.0001262491,0.0016245816,0.00010844966],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036183347,0.0023244668,0.06651148,0.00015878344,0.00017917919,0.00004347593,0.7654589,0.0000018595279,0.000014386385,0.00012462941,0.0004423017,0.16112223],"study_design_scores_gemma":[0.0051062335,0.006623262,0.18677536,0.0014765708,0.000029522684,0.00001996884,0.79594857,0.000006765207,0.000030335486,0.001831427,0.0018695999,0.00028239356],"about_ca_topic_score_codex":0.00041697623,"about_ca_topic_score_gemma":0.000014619141,"teacher_disagreement_score":0.16083984,"about_ca_system_score_codex":0.0009859744,"about_ca_system_score_gemma":0.00020469616,"threshold_uncertainty_score":0.9978861},"labels":[],"label_agreement":null},{"id":"W2949429687","doi":"10.1007/s11126-019-09652-1","title":"Profiles of Service Users with Severe Mental Disorders Based on Adequacy of Help","year":2019,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Public health; Mental health; Mental health service; Service (business); Psychiatry; Psychology; Medicine; Business; Nursing","score_opus":0.00894877506775722,"score_gpt":0.2846831373360922,"score_spread":0.275734362268335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949429687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763434,0.00012848299,0.000020584526,0.0014797327,0.0007919061,0.0012762746,0.00008325044,0.000034558736,0.019841814],"genre_scores_gemma":[0.9982973,0.0000024938622,0.00044405667,0.00049847714,0.00004339776,0.00006923127,0.000066245186,0.000030233972,0.00054860965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855256,0.000095964366,0.00038361983,0.00035356107,0.00030897954,0.00030530096],"domain_scores_gemma":[0.9990123,0.000081993196,0.0003252123,0.00046011878,0.000037735637,0.00008264334],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010106727,0.00021672556,0.0003072025,0.00020474581,0.00005524556,0.0000074460645,0.00024024962,0.00008585895,0.0015440828],"category_scores_gemma":[5.027737e-7,0.00016724886,0.00008355227,0.0005148615,0.000032559154,0.00010256159,0.000005554822,0.00011292654,0.00029151118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004896225,0.0039203446,0.9227762,0.001310273,0.00021956566,0.0000026853143,0.006525682,0.000037251175,0.000099758756,0.00215987,0.0033566055,0.054695502],"study_design_scores_gemma":[0.033535283,0.042776708,0.89363414,0.000555797,0.00033379855,0.00001778665,0.023121646,0.0012624306,0.000335798,0.0011356688,0.0019913174,0.0012996539],"about_ca_topic_score_codex":0.0009554397,"about_ca_topic_score_gemma":0.00024903225,"teacher_disagreement_score":0.05339585,"about_ca_system_score_codex":0.000030049585,"about_ca_system_score_gemma":0.000039109258,"threshold_uncertainty_score":0.99936867},"labels":[],"label_agreement":null},{"id":"W2949595227","doi":"10.1192/bji.2019.11","title":"The Queensland mental health court: a unique model","year":2019,"lang":"en","type":"article","venue":"BJPsych International","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Underwriting; Mental health; Mental illness; Psychology; Psychiatry; Criminology; Law; Political science; Actuarial science; Business","score_opus":0.0313998902680345,"score_gpt":0.41191104639978415,"score_spread":0.3805111561317497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949595227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5855268,0.000773498,0.0006240103,0.07101727,0.009225826,0.0016015805,0.0002064816,0.00009800851,0.3309265],"genre_scores_gemma":[0.9281565,0.00009455335,0.00023245966,0.0025802883,0.00016138224,0.000089201734,0.00012346396,0.000015215158,0.06854692],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989848,0.000056192803,0.00023978435,0.00021798084,0.0002430447,0.00025819094],"domain_scores_gemma":[0.9994998,0.00005383055,0.00011883174,0.00021338499,0.00003419211,0.00007993491],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024689743,0.00010494106,0.00009580402,0.000045703488,0.00021219751,0.000047169444,0.000310053,0.00004271989,0.0016978255],"category_scores_gemma":[0.0000023168723,0.00007262243,0.00004988495,0.000046256584,0.000030394422,0.00007549708,0.00003834045,0.0001201113,0.0012417901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008180228,0.00069349335,0.075994246,0.000019889721,0.00030514435,0.000005975568,0.0028823102,0.00005390227,0.000036395446,0.31552014,0.5273662,0.076304235],"study_design_scores_gemma":[0.0062261657,0.00046921693,0.07593553,0.00010786691,0.000007940561,0.000081436476,0.0011512286,0.023838658,0.00004952512,0.010278733,0.88145524,0.00039845557],"about_ca_topic_score_codex":0.00023785881,"about_ca_topic_score_gemma":0.00012383216,"teacher_disagreement_score":0.354089,"about_ca_system_score_codex":0.00014012739,"about_ca_system_score_gemma":0.00004279699,"threshold_uncertainty_score":0.99953586},"labels":[],"label_agreement":null},{"id":"W2949866496","doi":"10.1002/ijop.12604","title":"Validating mental health assessment in Kenya using an innovative gold standard","year":2019,"lang":"en","type":"article","venue":"International Journal of Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; St. Michael's Hospital","funders":"National Institute of Mental Health; Duke Global Health Institute, Duke University","keywords":"Mental health; Gold standard (test); Psychological intervention; Context (archaeology); Psychology; Distress; Scale (ratio); Rating scale; Applied psychology; Clinical psychology; Psychiatry; Medicine; Developmental psychology","score_opus":0.08364260159378993,"score_gpt":0.5321773596967404,"score_spread":0.44853475810295046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949866496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791784,0.00015222137,0.00062765164,0.0041802446,0.0073933112,0.00026930336,0.000039244103,0.000008126309,0.008151477],"genre_scores_gemma":[0.9927441,0.000028752673,0.0040698275,0.00260698,0.0003269779,0.000003952869,0.00003609049,0.00001864421,0.00016471346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773526,0.00032853888,0.00095101824,0.0002501337,0.0004365812,0.00029846517],"domain_scores_gemma":[0.99848175,0.000058979665,0.00091748673,0.0001596021,0.0002808102,0.00010139623],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010519222,0.00014620862,0.00034250153,0.00052809616,0.00003860876,0.000036425856,0.00046016945,0.0000826313,0.0018763852],"category_scores_gemma":[0.000009109196,0.00013205688,0.00005843044,0.0002456678,0.000040699797,0.00036404785,0.000047838184,0.00042658567,0.000039046372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023000466,0.0024791067,0.8147339,0.000020494525,0.00053480634,0.0003284447,0.007874952,0.00010293791,0.00346516,0.011348888,0.00323552,0.15357575],"study_design_scores_gemma":[0.020417728,0.0058860937,0.9462382,0.0005340444,0.000015166938,0.0017509667,0.005812209,0.0003154545,0.00026411348,0.002822373,0.015470133,0.00047349653],"about_ca_topic_score_codex":0.00021128281,"about_ca_topic_score_gemma":0.000057767207,"teacher_disagreement_score":0.15310225,"about_ca_system_score_codex":0.00067579764,"about_ca_system_score_gemma":0.00014362016,"threshold_uncertainty_score":0.999036},"labels":[],"label_agreement":null},{"id":"W2950319501","doi":"10.1017/gmh.2019.9","title":"Methodological approaches to situational analysis in global mental health: a scoping review","year":2019,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto; Queen's University; University of British Columbia","funders":"Victoria General Hospital Foundation; University Health Network Foundation; H. Lundbeck A/S; Mitacs; National Natural Science Foundation of China; University of Cambridge; Allergan; Canadian Network for Mood and Anxiety Treatments; Canadian Institutes of Health Research; Sunovion; Pfizer; Ontario Brain Institute; Servier; St. Jude Medical; Fondation Brain Canada; Ethel and James Flinn Foundation; AstraZeneca","keywords":"Mental health; Situation analysis; Situational ethics; Equity (law); Formative assessment; Business; Situation awareness; Psychology; Political science; Marketing; Psychiatry; Engineering","score_opus":0.5806786701266896,"score_gpt":0.5561590961440698,"score_spread":0.024519573982619836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950319501","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000056301655,0.96187896,0.0005260106,0.006406313,0.0022390208,0.020678377,0.004795502,0.00013475498,0.003284784],"genre_scores_gemma":[0.000047042085,0.97387034,0.004219521,0.010245994,0.00022886986,0.0016797994,0.009167853,0.00006135278,0.0004792339],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9850632,0.0050098454,0.0039077713,0.0026030235,0.0011533981,0.0022627525],"domain_scores_gemma":[0.9949359,0.00032653072,0.0020571388,0.0012024699,0.00003869845,0.0014392574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0044936338,0.0014211808,0.0077427486,0.0004669246,0.0005525741,0.00009523142,0.0011291269,0.0005700415,0.0005521944],"category_scores_gemma":[0.00006871521,0.0012274807,0.0015181677,0.0048340387,0.00012465844,0.00020038815,0.0006664495,0.00072408846,0.001631676],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011023503,0.00087121496,0.000672817,0.09562601,0.00078145735,0.00002150827,0.00013370764,0.0000012032864,2.2406743e-9,0.003223631,0.01876871,0.8797895],"study_design_scores_gemma":[0.0037602333,0.0025721793,0.006305878,0.5009502,0.0024868883,0.0005711395,0.0004381607,0.0000382255,7.310682e-8,0.000074269614,0.47993892,0.0028637953],"about_ca_topic_score_codex":0.0024266215,"about_ca_topic_score_gemma":0.0007848463,"teacher_disagreement_score":0.8769257,"about_ca_system_score_codex":0.011063747,"about_ca_system_score_gemma":0.0018742,"threshold_uncertainty_score":0.99985385},"labels":[],"label_agreement":null},{"id":"W2951577407","doi":"","title":"Povezanost samostigme i uvida u bolest s depresivnošću i suicidalnošću u oboljelih od shizofrenije","year":2016,"lang":"en","type":"dissertation","venue":"Repository of the Faculty of Medicine, University of Zagreb (Bryn Mawr College)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Beck Hopelessness Scale; Psychopathology; Depression (economics); Psychiatry; Clinical psychology; Mental illness; Clinical Global Impression; Schizophrenia (object-oriented programming); Psychology; Quality of life (healthcare); Medicine; Beck Depression Inventory; Mental health; Psychotherapist","score_opus":0.018390600762526042,"score_gpt":0.2914864079624567,"score_spread":0.27309580719993065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951577407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90335304,0.0021533074,0.0000111973895,0.0013122438,0.004472764,0.0016059427,0.0013178233,0.000064078995,0.08570958],"genre_scores_gemma":[0.8396825,0.00011948439,0.0001191445,0.000052297695,0.00026361755,7.500551e-7,0.00048168903,0.000052693584,0.15922782],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99588233,0.0004385392,0.0010853267,0.0007896211,0.0012701311,0.00053405366],"domain_scores_gemma":[0.9949097,0.00040706265,0.0025619997,0.0012496413,0.00060028315,0.000271288],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036498738,0.0006364324,0.0015275053,0.00041393642,0.0006429039,0.00000627027,0.0018568352,0.0007604027,0.00076126814],"category_scores_gemma":[0.000083881074,0.00047741865,0.0006014559,0.0004984585,0.0008852554,0.00017748516,0.00017472066,0.0004669611,0.000036280708],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028588759,0.0051835324,0.13070767,0.015592598,0.008960251,0.0013567855,0.07473449,0.000027938364,0.08945844,0.007770048,0.6086287,0.028990772],"study_design_scores_gemma":[0.020550592,0.0023616098,0.7860451,0.013149631,0.0043475595,0.0001681509,0.096738815,0.000014220455,0.05654655,0.00041616254,0.018102303,0.0015593051],"about_ca_topic_score_codex":0.008436176,"about_ca_topic_score_gemma":0.001063187,"teacher_disagreement_score":0.65533745,"about_ca_system_score_codex":0.00026424188,"about_ca_system_score_gemma":0.0003484511,"threshold_uncertainty_score":0.9997677},"labels":[],"label_agreement":null},{"id":"W2951821754","doi":"10.1016/j.adolescence.2019.06.004","title":"A systematic review of depression literacy: Knowledge, help‐seeking and stigmatising attitudes among adolescents","year":2019,"lang":"en","type":"review","venue":"Journal of Adolescence","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health literacy; Psychology; Vignette; Depression (economics); Literacy; Mental health; Inclusion (mineral); Stigma (botany); Clinical psychology; Health literacy; Meta-analysis; Psychiatry; Mental illness; Medicine; Social psychology; Health care","score_opus":0.05142395787970695,"score_gpt":0.43805510355714705,"score_spread":0.3866311456774401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951821754","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024557338,0.99632925,0.000079246136,0.0000038258413,0.0010131538,0.0021350558,0.000010886672,0.000009323521,0.000173677],"genre_scores_gemma":[0.00885011,0.9904693,0.0001552428,0.000054067394,0.00017953364,0.000025746256,0.0000056881377,0.00004996188,0.00021039872],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99502057,0.0009354266,0.0028948588,0.00035711133,0.0004555917,0.00033646415],"domain_scores_gemma":[0.99311006,0.00031592246,0.0055663735,0.0005194456,0.00028348717,0.00020470131],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013297277,0.0004885477,0.0040986296,0.00038094833,0.000093578354,0.00006316568,0.0006115753,0.00024852552,0.000053396932],"category_scores_gemma":[0.00016312495,0.00032077622,0.0005596217,0.00034930307,0.00008341014,0.00035716678,0.00015766585,0.00069727766,0.000053678137],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011645224,0.0002549694,0.007002357,0.7987136,0.00017263718,0.000043906974,0.00015495032,1.6036667e-8,2.9252664e-7,0.0000048137836,0.00013125247,0.19350953],"study_design_scores_gemma":[0.00037098638,0.000105532214,0.0049544955,0.99038714,0.002737122,0.00045190638,0.000021693304,0.0000019446124,5.6713407e-7,0.0000027531873,0.00073196087,0.00023389758],"about_ca_topic_score_codex":0.000007803423,"about_ca_topic_score_gemma":0.0000012841247,"teacher_disagreement_score":0.19327563,"about_ca_system_score_codex":0.00016080073,"about_ca_system_score_gemma":0.00012922703,"threshold_uncertainty_score":0.9999244},"labels":[],"label_agreement":null},{"id":"W2951996364","doi":"10.1186/s12889-019-7019-3","title":"Women’s freedom of movement and participation in psychosocial support groups: qualitative study in northern India","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; Western University; McMaster University; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Biostatistics; Psychosocial; Public health; Qualitative research; Epidemiology; Freedom of movement; Gender studies; Environmental health; Nursing; Psychiatry; Social science; Pathology; Sociology; Political science","score_opus":0.08885879535975472,"score_gpt":0.4570454243039172,"score_spread":0.3681866289441625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951996364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99544376,0.000065514745,0.000008354986,0.00073321234,0.00036047515,0.0021321725,0.00002296347,0.000014047436,0.0012195252],"genre_scores_gemma":[0.9984839,0.0000070393103,0.000034994875,0.00048548443,0.000036030367,0.00073783344,0.000037582253,0.000013915613,0.00016323467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969532,0.0010390702,0.00079721125,0.00035494418,0.00025016468,0.0006054135],"domain_scores_gemma":[0.9990774,0.00016858184,0.00031226885,0.00021725024,0.000030650503,0.00019386885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029421293,0.00013489995,0.000393264,0.00029878216,0.00004484887,0.000017254499,0.000112700865,0.00006883295,0.0005540131],"category_scores_gemma":[0.00002444066,0.00012614117,0.000019625288,0.0003952061,0.00003590963,0.0001823948,0.000036648016,0.00013730548,0.00005961915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009887851,0.0021825708,0.6702579,0.00008561226,0.00001282187,0.0000013523415,0.32113606,4.0815002e-7,4.4777818e-7,0.0012854027,0.000042437823,0.004896075],"study_design_scores_gemma":[0.0039481395,0.0013862117,0.8086494,0.000014591525,0.0000010655681,1.3217404e-7,0.18549827,0.0000062158942,2.5649962e-7,0.00035920113,0.000060581628,0.000075893826],"about_ca_topic_score_codex":0.00732311,"about_ca_topic_score_gemma":0.045265865,"teacher_disagreement_score":0.13839151,"about_ca_system_score_codex":0.00062671833,"about_ca_system_score_gemma":0.00023465395,"threshold_uncertainty_score":0.9992872},"labels":[],"label_agreement":null},{"id":"W2952279751","doi":"10.1192/bjp.2019.138","title":"Systematic evaluation of the QualityRights programme in public mental health facilities in Gujarat, India","year":2019,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Grand Challenges Canada; World Health Organization","keywords":"Mental health; Government (linguistics); Public health; Medicine; Intervention (counseling); Quality (philosophy); Scale (ratio); Human rights; Business; Nursing; Political science; Psychiatry; Geography","score_opus":0.05521094779773638,"score_gpt":0.3732013201649481,"score_spread":0.3179903723672117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952279751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743113,0.014908955,6.2236074e-7,0.0041542053,0.0027889956,0.0020287014,0.000024104073,0.000003895533,0.0017792073],"genre_scores_gemma":[0.99895155,0.00007174682,0.000034026856,0.0002464725,0.00007377116,0.000046453122,0.000004844212,0.000009498035,0.0005616583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99514806,0.002365211,0.0013102394,0.00013266414,0.00070845394,0.00033538506],"domain_scores_gemma":[0.99842614,0.000092797985,0.0010659666,0.00026071194,0.000089347144,0.00006505752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006542369,0.0001121153,0.0004352729,0.00012764832,0.0001762824,0.00009115068,0.00045940274,0.00006759956,0.0003574073],"category_scores_gemma":[0.000035740806,0.0000718572,0.0001285813,0.00035002455,0.00006908554,0.00019965426,0.000031861666,0.00035762513,0.00002216417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038722553,0.0042834347,0.88380295,0.01387616,0.00045909954,0.000013232674,0.030593656,0.000016055998,0.0000093122835,0.020228054,0.005859712,0.04047108],"study_design_scores_gemma":[0.006646825,0.00046160736,0.93638694,0.011515992,0.000045606143,0.0007724046,0.031859204,0.000039405775,0.0000036366043,0.011965804,0.00014884392,0.00015373623],"about_ca_topic_score_codex":0.0023627735,"about_ca_topic_score_gemma":0.008484448,"teacher_disagreement_score":0.052583955,"about_ca_system_score_codex":0.00026430775,"about_ca_system_score_gemma":0.00034915365,"threshold_uncertainty_score":0.47345215},"labels":[],"label_agreement":null},{"id":"W2953462072","doi":"","title":"Mental Illness Stigma Among Middle Eastern Canadians: A Mixed Methods Study","year":2017,"lang":"en","type":"dissertation","venue":"YorkSpace (York University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Stigma (botany); Context (archaeology); Distress; Anxiety; Ethnic group; Social psychology; Psychology; Perception; Mental health; Clinical psychology; Demography; Geography; Political science; Psychiatry; Sociology","score_opus":0.04709956871423502,"score_gpt":0.3661800551418587,"score_spread":0.31908048642762366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953462072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8233524,0.00059385033,0.000023248489,0.000078860714,0.007222844,0.0019664105,0.00011166392,0.00012322722,0.1665275],"genre_scores_gemma":[0.5051854,0.00002687416,0.00016176826,0.0000194681,0.00013226591,0.000024927489,0.0007391835,0.00006468983,0.4936454],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99678886,0.00078017474,0.0002947639,0.001015311,0.00033473168,0.0007861403],"domain_scores_gemma":[0.9975233,0.0001204763,0.00072633417,0.0010514521,0.00008095623,0.00049744395],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031864925,0.00062632305,0.0007400859,0.000792708,0.0016763522,0.0001716667,0.001244463,0.00060635933,0.001663467],"category_scores_gemma":[0.000018368575,0.00069917866,0.00022609891,0.00043007403,0.00012251793,0.00030476353,0.00008536072,0.000586005,0.0002901437],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032777549,0.0038777962,0.2185824,0.0006681492,0.0038086746,0.004676991,0.17209288,0.0000045498177,0.00002082165,0.0022365954,0.030486755,0.5602666],"study_design_scores_gemma":[0.0047887866,0.00056235085,0.2707916,0.0006275064,0.0010128291,0.0000070005426,0.62352526,0.000017281982,0.00006548827,0.000029023795,0.09720077,0.0013721212],"about_ca_topic_score_codex":0.1322165,"about_ca_topic_score_gemma":0.38012707,"teacher_disagreement_score":0.5588945,"about_ca_system_score_codex":0.0006182988,"about_ca_system_score_gemma":0.0001844935,"threshold_uncertainty_score":0.99962336},"labels":[],"label_agreement":null},{"id":"W2953634674","doi":"10.1503/cmaj.190709","title":"Bridging the mental–physical divide in health care","year":2019,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Research and Innovation; University of Toronto","keywords":"Bridging (networking); Mental health; Psychiatry; Medicine; Gerontology; Computer science","score_opus":0.014656763285056648,"score_gpt":0.333408838717155,"score_spread":0.3187520754320983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953634674","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008976909,0.0015432697,0.0000025055379,0.9773109,0.0062785507,0.0005260311,0.0001445072,0.000012132154,0.0052052177],"genre_scores_gemma":[0.038765106,0.000087051354,0.000002425885,0.9313142,0.023645807,0.000037036807,0.00030123434,0.000042522188,0.0058046635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953095,0.0009563031,0.000657323,0.0003040526,0.0015852631,0.0011875734],"domain_scores_gemma":[0.9980642,0.00040558726,0.0005814784,0.00021827793,0.000081834165,0.00064862013],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013138651,0.00025253743,0.00047805556,0.0002634087,0.00053075195,0.00013230238,0.0005637873,0.0008488443,0.0047557573],"category_scores_gemma":[0.00013501405,0.00018663009,0.00017684109,0.00022246804,0.000038043276,0.000078944635,0.000028926204,0.0055606486,0.00114923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030534711,0.000015901007,0.010591307,0.000040860577,0.00007630184,0.0007607855,0.0032877978,2.2868673e-7,9.901413e-9,0.00002067143,0.92090136,0.06430172],"study_design_scores_gemma":[0.0008567092,0.00006198386,0.009851612,0.00025425976,0.00001335687,0.00013198261,0.00068600196,0.000015722933,1.0256548e-7,0.00003781271,0.9879276,0.00016282985],"about_ca_topic_score_codex":0.03644381,"about_ca_topic_score_gemma":0.051881164,"teacher_disagreement_score":0.067026265,"about_ca_system_score_codex":0.0062480983,"about_ca_system_score_gemma":0.0024384614,"threshold_uncertainty_score":0.9996285},"labels":[],"label_agreement":null},{"id":"W2953732010","doi":"10.2105/ajph.2019.305188","title":"Population Mental Health Today: Confronting the Challenge","year":2019,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Environmental health; Population; Medicine; Psychiatry","score_opus":0.061102141716988564,"score_gpt":0.40480197666913476,"score_spread":0.3436998349521462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953732010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77645105,0.0024915303,0.00014310266,0.21572886,0.0017616478,0.0005664498,0.000011415569,0.000021162867,0.002824796],"genre_scores_gemma":[0.98943526,0.00035086938,0.00027793262,0.009140324,0.00032634125,0.00000680672,0.000022421042,0.000022362414,0.00041765906],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966532,0.0011198525,0.0009269067,0.00020127882,0.00039676946,0.0007019853],"domain_scores_gemma":[0.9970594,0.00013561448,0.0019878806,0.0002836055,0.000068081106,0.00046539435],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037348822,0.00015182397,0.00055024866,0.00016525117,0.0003592498,0.000049877235,0.00031000556,0.000030450625,0.0010030022],"category_scores_gemma":[0.000019181694,0.00009925998,0.00010824986,0.0003109812,0.000080577614,0.00025580323,0.000034087436,0.0003994594,0.00010956132],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004705446,0.00027934115,0.07472504,0.00003273927,0.00007938062,0.0000027059243,0.009773897,6.115228e-7,7.15712e-7,0.005573155,0.0064978017,0.90298754],"study_design_scores_gemma":[0.0034592808,0.009288001,0.74442834,0.00021605096,0.000010007263,0.0003712985,0.053676337,0.00006678091,0.0000010378029,0.0003715236,0.18780296,0.00030838282],"about_ca_topic_score_codex":0.0040979916,"about_ca_topic_score_gemma":0.000138416,"teacher_disagreement_score":0.9026792,"about_ca_system_score_codex":0.0005114685,"about_ca_system_score_gemma":0.00032404857,"threshold_uncertainty_score":0.99991024},"labels":[],"label_agreement":null},{"id":"W2953895162","doi":"10.1186/s13011-019-0213-6","title":"Concurrent psychiatry for patients enrolled in opioid agonist treatment: a propensity score matched cohort study in Ontario Canada","year":2019,"lang":"en","type":"article","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University; Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; NOSM University; Laurentian University","funders":"Northern Ontario Academic Medicine Association","keywords":"Propensity score matching; Health psychology; Medicine; Psychiatry; Opioid; Cohort; Agonist; Internal medicine; Public health; Psychology","score_opus":0.038981549735030735,"score_gpt":0.33786960937788574,"score_spread":0.29888805964285503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953895162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857844,0.00035571057,8.3453347e-7,0.00010248788,0.0009027828,0.011786235,0.00006012658,0.000024621855,0.0009827763],"genre_scores_gemma":[0.98436725,0.00017589296,0.000021098267,0.00009080065,0.000046102024,0.0025894989,0.00038567345,0.000029066156,0.012294643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773127,0.00017867067,0.00062380487,0.00070635934,0.00019033377,0.00056954473],"domain_scores_gemma":[0.99912614,0.000047576406,0.00024065033,0.000392196,0.000037921032,0.00015549769],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001340374,0.00041500782,0.00068831345,0.00021356247,0.0001453196,0.00004106361,0.00011378108,0.00009476912,0.00034647353],"category_scores_gemma":[0.0000019522513,0.00033610617,0.00009859815,0.00026002017,0.000027165106,0.00016110788,0.000009494591,0.00009907104,0.00002676942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006507735,0.007317283,0.9749107,0.000036840007,0.00018283364,0.00001309129,0.009471469,0.0000017655665,9.630564e-7,0.00032436984,0.00005781397,0.007032114],"study_design_scores_gemma":[0.028182784,0.002754673,0.9671447,0.00011305008,0.00008208074,0.0000014995146,0.00071074616,0.000003822367,0.000010303036,0.00013537961,0.0006054159,0.00025552683],"about_ca_topic_score_codex":0.89006186,"about_ca_topic_score_gemma":0.9978305,"teacher_disagreement_score":0.107768655,"about_ca_system_score_codex":0.0035764875,"about_ca_system_score_gemma":0.00074172195,"threshold_uncertainty_score":0.9999091},"labels":[],"label_agreement":null},{"id":"W2954381795","doi":"10.3934/publichealth.2019.2.195","title":"Pharmacists’ acceptability of a men’s mental health promotion program using the Theoretical Framework of Acceptability","year":2019,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental health; Pharmacy; Medicine; Promotion (chess); Coding (social sciences); Nursing; Qualitative research; Family medicine; Psychology; Medical education; Psychiatry","score_opus":0.08213991656338519,"score_gpt":0.4658804033192239,"score_spread":0.3837404867558387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954381795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686946,0.00045744987,0.00043330048,0.01907968,0.0009901334,0.006282449,0.00012665708,0.00010320321,0.0038325058],"genre_scores_gemma":[0.9962269,0.000056934987,0.0023315756,0.0008945458,0.000095954456,0.00023380411,0.00008396253,0.00003203854,0.00004428481],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99453807,0.0018092853,0.0013657599,0.0006434943,0.00060793525,0.0010354817],"domain_scores_gemma":[0.99718064,0.00030085476,0.000901807,0.0010374599,0.0001330854,0.00044615788],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044498704,0.00028424413,0.0007481536,0.00011619777,0.00033832632,0.000040636834,0.0005608299,0.00017248387,0.01915844],"category_scores_gemma":[0.00007693284,0.00019638757,0.0001979879,0.00067115534,0.00061420153,0.0002781942,0.00017089515,0.00049830123,0.000036561036],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024003077,0.0074662743,0.2351757,0.001143356,0.00011859611,4.4981758e-7,0.014107958,7.043181e-7,0.000014336106,0.07803346,0.0006486854,0.6630505],"study_design_scores_gemma":[0.0077963504,0.011815353,0.92622995,0.00025615803,0.0000592062,0.00008142405,0.021210637,0.003005228,0.00061269227,0.01922863,0.008792061,0.00091233524],"about_ca_topic_score_codex":0.00097356807,"about_ca_topic_score_gemma":0.000017856764,"teacher_disagreement_score":0.6910542,"about_ca_system_score_codex":0.0006811362,"about_ca_system_score_gemma":0.0006552893,"threshold_uncertainty_score":0.9817382},"labels":[],"label_agreement":null},{"id":"W2954748702","doi":"10.1111/eip.12813","title":"Transforming youth mental health services in a large urban centre: ACCESS Open Minds Edmonton","year":2019,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; University of Alberta; McGill University; Centre Hospitalier de l’Université de Montréal; Douglas Mental Health University Institute; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychology; Psychiatry","score_opus":0.022125826878329043,"score_gpt":0.3807218795824084,"score_spread":0.35859605270407935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954748702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774305,0.0023175112,0.000013221025,0.0015129972,0.0059743393,0.0026892186,0.00017872422,0.00004037756,0.009843104],"genre_scores_gemma":[0.99366844,0.000020642463,0.0000617231,0.0007930322,0.00010589165,0.000117719705,0.00032895713,0.00003669358,0.00486688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971966,0.0002885225,0.0009606171,0.00060991925,0.00022378542,0.00072056404],"domain_scores_gemma":[0.99912655,0.000013135586,0.00033388074,0.00036767733,0.000015016072,0.0001437329],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007105884,0.0002650597,0.00041173678,0.00036611367,0.00012067968,0.00021464925,0.0008882606,0.00015073645,0.005020529],"category_scores_gemma":[6.261369e-7,0.00026400332,0.00017331209,0.00046551446,0.000014545143,0.001093081,0.00016754144,0.0003204708,0.00043191036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059505133,0.0022382769,0.9599706,0.00046694005,0.00005247242,0.0000029430742,0.02628758,5.106368e-7,0.0000014170413,0.0025118892,0.0008410382,0.00703126],"study_design_scores_gemma":[0.014462292,0.00064450846,0.95217264,0.0025601625,0.000015414782,0.0000038000558,0.02722455,0.00003711568,0.000014220461,0.0003614068,0.0021833633,0.00032053818],"about_ca_topic_score_codex":0.017232504,"about_ca_topic_score_gemma":0.033743266,"teacher_disagreement_score":0.016510762,"about_ca_system_score_codex":0.00019828108,"about_ca_system_score_gemma":0.000036441535,"threshold_uncertainty_score":0.9999812},"labels":[],"label_agreement":null},{"id":"W2955030026","doi":"10.1177/0004867419857821","title":"Resolving the paradox of increased mental health expenditure and stable prevalence","year":2019,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Disadvantaged; Mental health; Antidepressant medication; Depression (economics); Psychiatry; Distress; Antidepressant; Psychology; Medicine; Clinical psychology; Anxiety","score_opus":0.020525774467061917,"score_gpt":0.33320839547916165,"score_spread":0.3126826210120997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955030026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9684667,0.005456525,0.0000017442236,0.02281035,0.0023093456,0.0004251144,0.000034097273,0.00000636753,0.00048975233],"genre_scores_gemma":[0.9789111,0.0005200437,0.0007381218,0.0005671718,0.00044610226,0.0000023026903,0.000007555464,0.000017213953,0.018790364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983558,0.00018458249,0.0006554722,0.00018120627,0.00027494022,0.00034797832],"domain_scores_gemma":[0.9985636,0.00006422926,0.0008201681,0.00026082975,0.000024684248,0.00026650005],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005306158,0.00016495239,0.00034477655,0.000089139765,0.00013167609,0.000030612013,0.00027871644,0.00008136586,0.0017877618],"category_scores_gemma":[0.0000032514613,0.00010486101,0.000095402385,0.00011091392,0.000050566527,0.0001890015,0.000026024969,0.00031560045,0.000029254248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056025875,0.00025473704,0.67691696,0.00018167385,0.000115797775,0.0000047555504,0.0020535337,0.000001233338,0.00006571879,0.00063059264,0.31653187,0.0026828789],"study_design_scores_gemma":[0.0065868227,0.0024761122,0.9395515,0.0010235935,0.00008976027,0.00052746426,0.004229581,0.0000020394455,0.00011619317,0.0015672593,0.04361091,0.00021881543],"about_ca_topic_score_codex":0.0011585593,"about_ca_topic_score_gemma":0.00011011449,"teacher_disagreement_score":0.27292097,"about_ca_system_score_codex":0.000037711452,"about_ca_system_score_gemma":0.00015795672,"threshold_uncertainty_score":0.99912477},"labels":[],"label_agreement":null},{"id":"W2955133002","doi":"10.1111/eip.12819","title":"ACCESS Open Minds at the University of Alberta: Transforming student mental health services in a large Canadian post‐secondary educational institution","year":2019,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University; Douglas Mental Health University Institute; Université de Montréal; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Service (business); Public relations; Institution; Medical education; Knowledge management; Business; Psychology; Sociology; Political science; Medicine; Computer science; Marketing","score_opus":0.01192416774753123,"score_gpt":0.3595632646453244,"score_spread":0.34763909689779315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955133002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747189,0.00087950676,0.0000016622213,0.006256329,0.0029270025,0.0014851621,0.00013411698,0.0000033220922,0.0135939615],"genre_scores_gemma":[0.994275,0.000016187789,0.000015094538,0.0005747112,0.000026728632,0.000021702199,0.00030011788,0.000008125653,0.0047623715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872345,0.00017387285,0.0003995,0.0002763981,0.0001282391,0.00029856162],"domain_scores_gemma":[0.9994545,0.000021986303,0.0002000438,0.00020593949,0.000020899814,0.00009665827],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041754832,0.00011493316,0.000182583,0.00024698031,0.00022716662,0.00004401603,0.00063840987,0.00007428942,0.011650645],"category_scores_gemma":[5.512691e-7,0.00010744281,0.000090355024,0.00025592197,0.000030164014,0.00058824517,0.00011815232,0.00017353662,0.00022228694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025985984,0.00085065566,0.97274446,0.00020858193,0.000041873267,0.00000106591,0.01693658,0.0000016777134,0.0000011284419,0.004942355,0.00069931895,0.0033124536],"study_design_scores_gemma":[0.0037068047,0.00022151577,0.97945535,0.00054617616,0.0000057183115,0.00000425956,0.013015045,0.00000443454,0.0000025209163,0.00011618029,0.0028350207,0.00008694443],"about_ca_topic_score_codex":0.7233961,"about_ca_topic_score_gemma":0.97873336,"teacher_disagreement_score":0.2553372,"about_ca_system_score_codex":0.0005664082,"about_ca_system_score_gemma":0.00028556422,"threshold_uncertainty_score":0.98925287},"labels":[],"label_agreement":null},{"id":"W2955648727","doi":"10.1186/s13033-019-0300-0","title":"Current needs for the improved management of depressive disorder in community healthcare centres, Shenzhen, China: a view from primary care medical leaders","year":2019,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Mental health; Health administration; Health care; Nursing; Community health; Medicine; Depression (economics); Family medicine; Major depressive disorder; China; Qualitative research; Psychology; Psychiatry; Public health; Sociology; Political science; Cognition","score_opus":0.03802490666783849,"score_gpt":0.40726209574958955,"score_spread":0.36923718908175107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955648727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8176394,0.15662935,0.00023250411,0.008316205,0.013174939,0.0032167325,0.0005128186,0.000010089009,0.00026792698],"genre_scores_gemma":[0.9945028,0.0040877974,0.000044205746,0.000565514,0.00026980002,0.00011977983,0.00032434645,0.00002169367,0.00006407104],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99657434,0.00061267393,0.001407157,0.00016460562,0.000892467,0.00034872806],"domain_scores_gemma":[0.99790525,0.00032091874,0.0011424138,0.0002645407,0.00017047177,0.00019640471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095698296,0.00019621769,0.0005265925,0.00020303515,0.00016583626,0.000026068465,0.0009340952,0.000087689885,0.00012372503],"category_scores_gemma":[0.000005920533,0.00013594877,0.00015849304,0.00012841102,0.00006730517,0.0001356619,0.00014567393,0.0005664349,0.000008574639],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004143103,0.0028643098,0.26182327,0.00975318,0.0015612517,0.000037040492,0.059071384,0.00006261708,0.000010315178,0.0026009746,0.0029982463,0.6550743],"study_design_scores_gemma":[0.041315675,0.0027811127,0.5443428,0.031402256,0.00013865702,0.0001884511,0.33269477,0.0010381627,0.000025201141,0.00022457562,0.045282483,0.0005658342],"about_ca_topic_score_codex":0.015250071,"about_ca_topic_score_gemma":0.0008347829,"teacher_disagreement_score":0.6545085,"about_ca_system_score_codex":0.0009948097,"about_ca_system_score_gemma":0.00017971246,"threshold_uncertainty_score":0.99130744},"labels":[],"label_agreement":null},{"id":"W2955754275","doi":"10.2105/ajph.2019.305083","title":"ThriveNYC Is Ambitious—Lessons From the International Experience With Mental Health Reform Can Make It Successful","year":2019,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Environmental health; Political science; Medicine; Economic growth; Psychiatry; Economics","score_opus":0.052027835259938794,"score_gpt":0.4044433771818821,"score_spread":0.3524155419219433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955754275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5874427,0.00027809487,0.00007864581,0.40857807,0.0008478541,0.00030238065,0.00018402324,0.000013173994,0.002275046],"genre_scores_gemma":[0.92236733,0.00041182083,0.00035031,0.075901754,0.00028772803,0.000022245473,0.00006778229,0.000024189752,0.00056681054],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996867,0.00040264314,0.0008594953,0.00034442078,0.00076727,0.00075918797],"domain_scores_gemma":[0.9969348,0.00012567815,0.0017340624,0.00042559614,0.00014450819,0.0006353551],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010972193,0.00022820703,0.0005643646,0.0001464948,0.0003832336,0.0001253324,0.00089021237,0.000033462125,0.002005325],"category_scores_gemma":[0.000008815986,0.00013822076,0.00010049958,0.0004059281,0.00028633728,0.00024350277,0.00007870389,0.00044679153,0.00006620981],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032702964,0.0006694004,0.3000371,0.0000179833,0.00037138243,0.000026662081,0.079007894,6.766466e-7,0.000005677328,0.0017917528,0.025738325,0.59200615],"study_design_scores_gemma":[0.004452614,0.007509574,0.3946437,0.00036037064,0.0000126610275,0.0004967484,0.21823943,0.000015333573,0.000018053193,0.000107487234,0.37376058,0.00038346127],"about_ca_topic_score_codex":0.04138281,"about_ca_topic_score_gemma":0.007293231,"teacher_disagreement_score":0.5916227,"about_ca_system_score_codex":0.0013401353,"about_ca_system_score_gemma":0.00099809,"threshold_uncertainty_score":0.99890697},"labels":[],"label_agreement":null},{"id":"W2956029716","doi":"10.2105/ajph.2019.305187","title":"Population Mental Health in the 21st Century: Aspirations and Experiences","year":2019,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Mental health; Population; Environmental health; Psychology; Medicine; Demography; Gerontology; Psychiatry; Sociology","score_opus":0.0667414847376418,"score_gpt":0.409448005133032,"score_spread":0.3427065203953902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956029716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9239693,0.0017374379,0.000013536046,0.072186425,0.00058235315,0.00039354607,0.0000063202897,0.000005484281,0.0011055787],"genre_scores_gemma":[0.9901306,0.00050233497,0.00017397867,0.009027383,0.000095933276,0.000014518504,0.000018649635,0.0000070038936,0.00002960279],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99779624,0.000844948,0.00059331034,0.00014044637,0.00023647002,0.00038858128],"domain_scores_gemma":[0.99872565,0.000088209665,0.00078467955,0.00013830929,0.00002481021,0.00023835812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019102428,0.000094010094,0.00030930853,0.0001972695,0.00021022049,0.00005533708,0.00017709061,0.000017132,0.0002363314],"category_scores_gemma":[0.000011483209,0.000061286766,0.000034903504,0.0004227141,0.00008195388,0.00028625023,0.000014206281,0.00019083488,0.000012368735],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002509211,0.0003082022,0.13232285,0.000014448564,0.000015316062,0.0000015574553,0.08309405,2.561597e-7,4.689068e-7,0.007362705,0.0009325752,0.7759225],"study_design_scores_gemma":[0.0009373091,0.0029836087,0.5746153,0.000041505602,0.0000014544444,0.00012392724,0.39391607,0.000007981273,1.389783e-7,0.000047312955,0.027246734,0.00007862668],"about_ca_topic_score_codex":0.003362056,"about_ca_topic_score_gemma":0.00027842858,"teacher_disagreement_score":0.77584386,"about_ca_system_score_codex":0.00021046468,"about_ca_system_score_gemma":0.00018423109,"threshold_uncertainty_score":0.5082445},"labels":[],"label_agreement":null},{"id":"W2958666142","doi":"10.1016/s2215-0366(19)30275-5","title":"Mental health care for university students: a way forward?","year":2019,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":255,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Queen's University","funders":"National Institute for Health and Care Research; National Institute on Handicapped Research","keywords":"Mental health; MEDLINE; Data science; Computer science; Medical education; Psychology; Medicine; Psychiatry; Political science","score_opus":0.08049988676804605,"score_gpt":0.4544255437570006,"score_spread":0.3739256569889546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958666142","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037958616,0.9752217,0.000010368079,0.0022861566,0.008649125,0.0056775776,0.0017664551,0.000086339904,0.0062643476],"genre_scores_gemma":[0.000014272278,0.9862691,0.00025897246,0.0011733545,0.0018050808,0.00013997506,0.0011772234,0.000070600414,0.009091424],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765205,0.00036900488,0.00043686785,0.0005802385,0.00023932569,0.0007225058],"domain_scores_gemma":[0.998202,0.00010979195,0.0005560932,0.0009876329,0.000021821914,0.00012266349],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036677023,0.00043666712,0.0018161744,0.000101832506,0.0006028036,0.00004016485,0.0013929686,0.00023784554,0.00029510085],"category_scores_gemma":[0.00000147595,0.00028651275,0.0005782206,0.00021637364,0.00004796562,0.000055422464,0.00015968778,0.00039437637,0.0007576029],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018089314,0.00022085564,0.00034614094,0.023071911,0.00056282594,0.0000012192232,0.0014801841,1.7454177e-8,4.972802e-10,0.0053485148,0.24932648,0.71946096],"study_design_scores_gemma":[0.0023163965,0.00030360906,0.0000912437,0.003590146,0.00045462162,0.000011074519,0.002472228,8.601376e-8,2.882071e-9,0.00005186829,0.990452,0.0002567043],"about_ca_topic_score_codex":0.00012512191,"about_ca_topic_score_gemma":0.00022410318,"teacher_disagreement_score":0.7411255,"about_ca_system_score_codex":0.00047137577,"about_ca_system_score_gemma":0.00022689493,"threshold_uncertainty_score":0.9999587},"labels":[],"label_agreement":null},{"id":"W2958969416","doi":"10.4103/psychiatry.indianjpsychiatry_206_19","title":"Comments on “Mental Healthcare Act, 2017, and addiction treatment: Potential pitfalls and trepidations”","year":2019,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Mental healthcare; Addiction; Health care; Psychology; Mental Health Act; Mental health; Psychiatry; Political science; Law","score_opus":0.017517450364173674,"score_gpt":0.3409179254896272,"score_spread":0.3234004751254535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958969416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98185223,0.0031972413,0.000002106556,0.008280478,0.004785115,0.00041570613,0.00007537626,0.0000102815475,0.0013814897],"genre_scores_gemma":[0.9972031,0.00048800363,0.00021073375,0.0009475025,0.00046569025,0.00000803476,0.00004027657,0.000018271234,0.0006183752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877244,0.00014041462,0.0004386925,0.000217295,0.00017632068,0.00025484932],"domain_scores_gemma":[0.99907905,0.000035564633,0.00043142703,0.00016970717,0.000026822692,0.0002574484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015149238,0.00018364335,0.000260508,0.00024782406,0.00022825014,0.00004727915,0.000091648224,0.00011052607,0.0006123285],"category_scores_gemma":[0.0000015555971,0.00014759557,0.00007770129,0.00008033334,0.00003884522,0.00021775716,0.000014321777,0.00019817679,0.00012372366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016577985,0.0016636623,0.82887167,0.00008441481,0.0005814819,0.0001261925,0.003972111,0.0000014990314,0.000047167097,0.0017327457,0.013822353,0.14743891],"study_design_scores_gemma":[0.013859507,0.010321099,0.95944256,0.00052303035,0.00018463926,0.0019473857,0.0037937749,0.000009831959,0.00006378303,0.001268815,0.008218402,0.00036717733],"about_ca_topic_score_codex":0.00011513807,"about_ca_topic_score_gemma":0.000074667754,"teacher_disagreement_score":0.14707173,"about_ca_system_score_codex":0.00011274675,"about_ca_system_score_gemma":0.000052361305,"threshold_uncertainty_score":0.6704568},"labels":[],"label_agreement":null},{"id":"W2958971346","doi":"10.1016/s2215-0366(19)30132-4","title":"The Lancet Psychiatry Commission: a blueprint for protecting physical health in people with mental illness","year":2019,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1502,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto; Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; National Institutes of Health; Economic and Social Research Council; National Institute of Mental Health; Medical Research Council; National Institute for Health and Care Research","keywords":"Blueprint; Mental illness; Psychiatry; Commission; Physical illness; Mental health; Physical health; Medicine; Psychology; Political science; Engineering; Law","score_opus":0.09385344402922237,"score_gpt":0.44676321589024826,"score_spread":0.3529097718610259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958971346","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001020282,0.94356763,0.00002597166,0.032962646,0.0076301848,0.010940536,0.00026675066,0.00013388337,0.003452088],"genre_scores_gemma":[0.0008817838,0.97505534,0.0009329508,0.002132763,0.011472249,0.007211826,0.0002918463,0.00024806507,0.0017731513],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99542516,0.0010609925,0.00090952887,0.0008860148,0.00032764484,0.0013906748],"domain_scores_gemma":[0.99635607,0.0005605981,0.0010848463,0.0018158058,0.000026826745,0.00015587138],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017794118,0.0007405349,0.0028883216,0.00009667543,0.0014328228,0.00013209115,0.0015404155,0.0002474426,0.00005745561],"category_scores_gemma":[0.000012002972,0.0003559561,0.0004333067,0.0005790333,0.0001174496,0.0000739867,0.0001854509,0.001690093,0.00018787802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010949959,0.00092288555,0.0028113797,0.02095808,0.0004421652,0.0000011550271,0.0025841573,0.0000011091018,1.485154e-8,0.017580181,0.057298865,0.896305],"study_design_scores_gemma":[0.0037491857,0.00057622,0.0012978605,0.010537646,0.00023804788,0.00007421415,0.0018023499,0.000016807833,5.4290965e-8,0.001662829,0.9794953,0.000549479],"about_ca_topic_score_codex":0.00028335297,"about_ca_topic_score_gemma":0.0017944975,"teacher_disagreement_score":0.92219645,"about_ca_system_score_codex":0.00027948886,"about_ca_system_score_gemma":0.00060104666,"threshold_uncertainty_score":0.99988925},"labels":[],"label_agreement":null},{"id":"W2960298497","doi":"10.1007/s10900-019-00706-w","title":"Evaluation of a Pilot Intervention to Reduce Mental Health and Addiction Stigma in Primary Care Settings","year":2019,"lang":"en","type":"article","venue":"Journal of Community Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Centre for Addiction and Mental Health","funders":"Mental Health Commission; Centre for Addiction and Mental Health","keywords":"Psychological intervention; Addiction; Mental health; Stigma (botany); Mental illness; Intervention (counseling); Health care; Psychiatry; Social stigma; Psychology; Medicine; Nursing; Family medicine","score_opus":0.09040511303195668,"score_gpt":0.46291681463129297,"score_spread":0.3725117015993363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960298497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98712105,0.007153996,0.000010972448,0.003132213,0.00058213784,0.001043658,0.000022788303,0.000005496088,0.00092770276],"genre_scores_gemma":[0.9981504,0.0002042532,0.00022119161,0.001266776,0.000035574154,0.000010492501,0.000070808346,0.000010112046,0.00003035906],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9953851,0.0029738809,0.0008793201,0.00007856536,0.0004755748,0.00020753908],"domain_scores_gemma":[0.9982829,0.0000982988,0.0009668538,0.00021911581,0.00022616619,0.00020665042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006548243,0.00009825052,0.00036698242,0.00032307577,0.000196192,0.000010835037,0.00014898692,0.00003800112,0.00010543837],"category_scores_gemma":[0.00003254247,0.00009243188,0.000046020104,0.00019507449,0.000019970501,0.00018131497,0.000058006757,0.00048924127,0.0000067833294],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016433208,0.0015741214,0.031435147,0.0010865517,0.000060439197,5.039669e-7,0.065795206,0.000013132831,0.000110715366,0.0000479313,0.0033091316,0.8949238],"study_design_scores_gemma":[0.008926677,0.014360066,0.92822444,0.0028090582,0.000026215093,0.00005549588,0.044646174,0.00002965401,0.00004699184,0.00013716999,0.0006444386,0.00009361828],"about_ca_topic_score_codex":0.0065417993,"about_ca_topic_score_gemma":0.0015611167,"teacher_disagreement_score":0.8967893,"about_ca_system_score_codex":0.0015761725,"about_ca_system_score_gemma":0.00037653203,"threshold_uncertainty_score":0.98892874},"labels":[],"label_agreement":null},{"id":"W2961268268","doi":"10.3389/fpsyt.2019.00542","title":"Creating Evidence-Based Youth Mental Health Policy in Sub-Saharan Africa: A Description of the Integrated Approach to Addressing the Issue of Youth Depression in Malawi and Tanzania","year":2019,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Grand Challenges Canada","keywords":"Tanzania; Mental health; Depression (economics); Psychiatry; Psychology; Psychological intervention; Medicine; Political science; Economic growth; Sociology; Socioeconomics","score_opus":0.06706105854235954,"score_gpt":0.33782468797674714,"score_spread":0.2707636294343876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961268268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786813,0.014420423,0.00014807281,0.0012143359,0.002168694,0.0018479701,0.00008114777,0.000010028438,0.0014279846],"genre_scores_gemma":[0.996828,0.000099335855,0.0023588336,0.00046972366,0.000047302758,0.00005721209,0.000027931901,0.000020347692,0.00009129924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977923,0.00058638584,0.00064462255,0.00037818617,0.00021913071,0.00037938546],"domain_scores_gemma":[0.9991692,0.000035998488,0.0003430109,0.00036938293,0.000015729805,0.00006668405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073806156,0.00019281024,0.0003931859,0.00041444905,0.00009998917,0.000020271666,0.00030522633,0.00011999584,0.000014062219],"category_scores_gemma":[0.000025851865,0.00012370654,0.000052259456,0.0010449896,0.00008439803,0.00015483063,0.00006184028,0.00029703559,0.0000017036232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008496368,0.0004652161,0.9680237,0.0002495408,0.000014765468,1.5244825e-7,0.02346444,0.00007125684,0.00009628805,0.000050625058,0.0020935086,0.004620867],"study_design_scores_gemma":[0.003503159,0.00026180784,0.9301901,0.0043216003,0.000023495806,0.0000015612346,0.059895832,0.0013168198,0.00014244486,0.00011609839,0.000048461385,0.00017860642],"about_ca_topic_score_codex":0.007461684,"about_ca_topic_score_gemma":0.00041115502,"teacher_disagreement_score":0.037833594,"about_ca_system_score_codex":0.00021411202,"about_ca_system_score_gemma":0.00014316388,"threshold_uncertainty_score":0.9991477},"labels":[],"label_agreement":null},{"id":"W2961868694","doi":"10.1037/ort0000373","title":"Global mental health: A call to action.","year":2019,"lang":"en","type":"article","venue":"American Journal of Orthopsychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Call to action; Mental health; Action (physics); Psychology; Global mental health; Psychiatry; Business","score_opus":0.017738939111836438,"score_gpt":0.3852333946769317,"score_spread":0.36749445556509525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961868694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97290397,0.0006813424,0.00013433432,0.012826728,0.0066946065,0.00035103076,0.000035306723,0.000019400506,0.0063532754],"genre_scores_gemma":[0.98709196,0.000044358603,0.0034586508,0.0077682785,0.00043774664,0.0000062428267,0.0000055091173,0.0000187042,0.0011685757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828905,0.00015288402,0.000606856,0.00022304933,0.00030820468,0.0004199349],"domain_scores_gemma":[0.998496,0.000024569332,0.0007082641,0.00024829045,0.000053001884,0.0004699057],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027429755,0.0001692518,0.0004287329,0.00013095836,0.000112276524,0.00002128381,0.00024874657,0.00003266491,0.0010975581],"category_scores_gemma":[0.0000033078095,0.00014100256,0.00017433922,0.0005265417,0.000048567515,0.00012440213,0.000031052747,0.00017694339,0.0006728866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009186341,0.00043679116,0.58108497,0.000017096329,0.00014648249,0.000012353754,0.0007924075,0.000006606333,0.0000067825904,0.00059151475,0.05204671,0.36393967],"study_design_scores_gemma":[0.0029482814,0.008432227,0.8775169,0.0001419563,0.000032772394,0.0009899441,0.0075592836,0.0000025831516,0.0000031748864,0.00013247828,0.1019268,0.00031355355],"about_ca_topic_score_codex":0.000604926,"about_ca_topic_score_gemma":0.00016435994,"teacher_disagreement_score":0.36362612,"about_ca_system_score_codex":0.000254791,"about_ca_system_score_gemma":0.00014467907,"threshold_uncertainty_score":0.9998156},"labels":[],"label_agreement":null},{"id":"W2962039534","doi":"10.22374/jmhan.v3i1.37","title":"Harm Reduction, Stigma and the Problem of Low Compassion Satisfaction","year":2019,"lang":"en","type":"article","venue":"Journal of Mental Health and Addiction Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University; Mental Health Commission of Canada; University of Calgary","funders":"","keywords":"Harm reduction; Focus group; Psychological intervention; Compassion; Stigma (botany); Harm; Qualitative research; Psychology; Mental health; Medicine; Social psychology; Political science; Nursing; Psychiatry; Public health; Sociology","score_opus":0.017591531106383642,"score_gpt":0.35819098955599044,"score_spread":0.3405994584496068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962039534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98457766,0.00604397,0.0000473945,0.00644547,0.0017160748,0.0005325275,0.000007522036,0.000006758493,0.0006225976],"genre_scores_gemma":[0.9983306,0.00087475585,0.00029480716,0.00016759185,0.00014880633,0.000003593624,0.0000065194613,0.000007084614,0.00016627056],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988425,0.00017787026,0.0005258914,0.00010754211,0.00019068934,0.00015550309],"domain_scores_gemma":[0.999002,0.000043951615,0.000687207,0.000060049635,0.000043397406,0.00016341766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047352436,0.00008680248,0.00024301729,0.000108499094,0.00029946872,0.000016569868,0.000032400927,0.000043491433,0.00014843492],"category_scores_gemma":[0.0000015623464,0.000056204717,0.000039722698,0.00009111586,0.00011845245,0.00020034982,0.0000068154523,0.0001794612,0.0000037142775],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004497488,0.0002845452,0.013088165,0.00020607945,0.000058954243,7.522783e-7,0.011965811,0.0000039790043,0.00032040535,0.0010922832,0.0073195025,0.96116203],"study_design_scores_gemma":[0.04675341,0.0077241347,0.8376383,0.011056925,0.00017069129,0.0036769388,0.08080711,0.0005980265,0.0012358938,0.0030736667,0.0068564517,0.0004084038],"about_ca_topic_score_codex":0.00012620002,"about_ca_topic_score_gemma":0.0000020077523,"teacher_disagreement_score":0.9607536,"about_ca_system_score_codex":0.00014444608,"about_ca_system_score_gemma":0.000038824197,"threshold_uncertainty_score":0.23033015},"labels":[],"label_agreement":null},{"id":"W2962760934","doi":"10.1186/s13033-019-0306-7","title":"Key attributes of integrated community-based youth service hubs for mental health: a scoping review","year":2019,"lang":"en","type":"review","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":175,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hospital for Sick Children; McMaster University Medical Centre; University of Toronto; Ontario Brain Institute; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health","funders":"Margaret and Wallace McCain Centre for Child, Youth and Family Mental Health; Centre for Addiction and Mental Health; Canadian Institutes of Health Research; Ontario SPOR SUPPORT Unit","keywords":"Health administration; Mental health; Key (lock); Mental health service; Service (business); Psychology; Mental healthcare; Process management; Applied psychology; Medicine; Nursing; Computer science; Psychiatry; Public health; Business; Computer security; Marketing","score_opus":0.32010735311081384,"score_gpt":0.5302727419356055,"score_spread":0.21016538882479163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962760934","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006666631,0.9665905,0.00012658998,0.0031454046,0.012312782,0.009194837,0.00844357,0.000023609402,0.00009599549],"genre_scores_gemma":[0.0002367895,0.98510295,0.00020682588,0.0039661233,0.00048442872,0.00026285322,0.009460008,0.000096074866,0.00018395176],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98961514,0.0027896897,0.0054609803,0.0003679433,0.0011242997,0.0006419521],"domain_scores_gemma":[0.9877767,0.00072222424,0.009782123,0.00049473223,0.00081503665,0.00040921304],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0049259,0.0006573555,0.004296362,0.0006624994,0.00036542516,0.000070297145,0.0016027329,0.00025857525,0.0001458259],"category_scores_gemma":[0.000038338334,0.0005127435,0.0009123521,0.00042767258,0.000057409292,0.00021171715,0.00013411262,0.0009839401,0.00006489659],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000493116,0.0014357845,0.000059186896,0.678964,0.0014682227,0.000008120277,0.002753228,0.0000026150203,1.8136998e-7,0.00015036884,0.019024419,0.29564074],"study_design_scores_gemma":[0.0025703614,0.0012713647,0.0000023514997,0.6653743,0.00019490998,0.0002755006,0.0016230146,0.000010436443,6.637821e-7,0.0000018724899,0.32843646,0.00023880709],"about_ca_topic_score_codex":0.0034460996,"about_ca_topic_score_gemma":0.00015929961,"teacher_disagreement_score":0.30941203,"about_ca_system_score_codex":0.0027863132,"about_ca_system_score_gemma":0.002471535,"threshold_uncertainty_score":0.99973243},"labels":[],"label_agreement":null},{"id":"W2963174336","doi":"10.1007/s00127-014-0880-6","title":"A multifaceted intervention to improve mental health literacy in students of a multicampus university: a cluster randomised trial","year":2014,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Victoria University; University of Victoria","keywords":"Mental health; Psychological intervention; Intervention (counseling); Randomized controlled trial; Mental health literacy; Brief intervention; Cluster randomised controlled trial; Anxiety; Medicine; Psychology; Psychiatry; Clinical psychology; Mental illness","score_opus":0.026395142688023305,"score_gpt":0.4154565795933209,"score_spread":0.3890614369052976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963174336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97645545,0.00097647763,0.0010056426,0.011516644,0.0061414903,0.0033528153,0.000062754654,0.000038684626,0.00045003253],"genre_scores_gemma":[0.99260175,0.000072916664,0.003115394,0.0028585666,0.0006107544,0.00008754944,0.00006638302,0.000023584613,0.00056308554],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9938439,0.0033594929,0.0013144064,0.00069301896,0.00014045538,0.0006487109],"domain_scores_gemma":[0.9980412,0.00068147376,0.0007418471,0.00024838618,0.000033896617,0.0002531663],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031905088,0.00029071775,0.0010445123,0.00044375088,0.0003238686,0.000010395103,0.00030453913,0.0003000129,0.000107693966],"category_scores_gemma":[0.0001140565,0.00027903813,0.0002873456,0.00050153566,0.00010915563,0.00010107523,0.0001083347,0.00032765348,0.000022711392],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.294925,0.0054663634,0.43006808,0.00041536352,0.00036794835,0.0000015160667,0.01305763,0.0000027594358,0.000005526612,0.012082816,0.00921973,0.23438726],"study_design_scores_gemma":[0.5430119,0.005290901,0.44044477,0.00013767091,0.000098288714,0.000005534535,0.0030270412,0.00025200375,5.0026813e-7,0.0033459528,0.0039341473,0.00045130006],"about_ca_topic_score_codex":0.0022325239,"about_ca_topic_score_gemma":0.00058339164,"teacher_disagreement_score":0.2480869,"about_ca_system_score_codex":0.000105535946,"about_ca_system_score_gemma":0.00004064922,"threshold_uncertainty_score":0.9999662},"labels":[],"label_agreement":null},{"id":"W2964155193","doi":"10.1016/j.ajp.2019.07.040","title":"Improvement of clinical clerkship for medical students by incorporating ideas from junior residents: A feasibility study","year":2019,"lang":"en","type":"letter","venue":"Asian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Stigma (botany); Likert scale; Curriculum; Psychiatry; Psychology; Scale (ratio); Medicine; Medical education; Clinical psychology; Family medicine; Pedagogy; Developmental psychology","score_opus":0.058366920961834254,"score_gpt":0.46632209822906795,"score_spread":0.4079551772672337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964155193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7612042,0.0012742355,0.00007712806,0.2102042,0.023094086,0.0032846706,0.00042635555,0.000015342519,0.00041978975],"genre_scores_gemma":[0.7909632,0.000031620177,0.0019184768,0.18498193,0.019515503,0.00013638967,0.0004237236,0.00019990254,0.0018293044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98929536,0.0012326897,0.005430947,0.0008427319,0.0025996175,0.0005986478],"domain_scores_gemma":[0.9909531,0.0009442491,0.0064374176,0.0010096267,0.00030785557,0.00034774924],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0058781095,0.000559457,0.0020087813,0.00024861575,0.00014186394,0.00008861248,0.0023802212,0.001290752,0.0010451762],"category_scores_gemma":[0.00035949255,0.0004498827,0.0008870942,0.00018380987,0.00014554415,0.00018860832,0.00022404027,0.0031691508,0.000051209456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009895014,0.0033755465,0.5047379,0.00020706335,0.0011080708,0.00009282575,0.00021393351,1.3914138e-8,7.8309654e-7,0.0000069997204,0.4841732,0.0050941203],"study_design_scores_gemma":[0.040794622,0.021421604,0.9075073,0.002546837,0.0019413346,0.000048903657,0.0074497466,0.0000016456796,0.0000060003485,0.0073906677,0.010005168,0.000886173],"about_ca_topic_score_codex":0.00042169605,"about_ca_topic_score_gemma":0.0002627499,"teacher_disagreement_score":0.47416803,"about_ca_system_score_codex":0.00016165688,"about_ca_system_score_gemma":0.0006947657,"threshold_uncertainty_score":0.999868},"labels":[],"label_agreement":null},{"id":"W2964715647","doi":"10.1007/978-3-030-10814-4_10","title":"Psychological Interventions in Older Adults","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Grand River Hospital","funders":"","keywords":"Psychological intervention; Psychology; Psychotherapist; Clinical psychology; Gerontology; Medicine; Psychiatry","score_opus":0.10868737086364223,"score_gpt":0.44168347853941725,"score_spread":0.33299610767577503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964715647","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060576363,0.0013394918,0.000013687599,0.00024343937,0.0017547935,0.0011682247,0.00003205862,0.00006667601,0.989324],"genre_scores_gemma":[0.10939022,0.00007116723,0.000058304344,0.0005149101,0.00010373264,0.0000680138,0.00016277013,0.000035322668,0.88959557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99846596,0.000026984111,0.0005233256,0.0005719237,0.00012263091,0.00028919068],"domain_scores_gemma":[0.99924517,0.00005691876,0.00015181367,0.0004494609,0.000018032528,0.000078588506],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009968903,0.0002754322,0.00037815227,0.00021424044,0.000032112646,0.000013817773,0.00023185977,0.00051894825,0.15078038],"category_scores_gemma":[0.0000016707495,0.00021644073,0.00027775214,0.000025226058,0.000041306506,0.000039663548,0.00006247809,0.00041470185,0.019265795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042457326,0.0015665069,0.002301959,0.00042763204,0.00012248414,0.00026623122,0.00045389813,8.517955e-8,1.3853783e-7,0.71018493,0.07270251,0.21154907],"study_design_scores_gemma":[0.032267302,0.0047171684,0.52080065,0.017705504,0.00033691866,0.00022307514,0.0008260019,0.0000102602,0.000004734518,0.041137755,0.37827462,0.0036960216],"about_ca_topic_score_codex":0.00010440415,"about_ca_topic_score_gemma":0.00028377422,"teacher_disagreement_score":0.6690472,"about_ca_system_score_codex":0.000073909985,"about_ca_system_score_gemma":0.000005465956,"threshold_uncertainty_score":0.9814978},"labels":[],"label_agreement":null},{"id":"W2965094477","doi":"10.1002/jclp.22845","title":"Age differences in public stigma, self‐stigma, and attitudes toward seeking help: A moderated mediation model","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Movember Canada; Movember Foundation","keywords":"Stigma (botany); Psychology; Help-seeking; Psychological intervention; Mediation; Moderated mediation; Clinical psychology; Social stigma; Mental health; Public health; Social psychology; Psychiatry; Medicine","score_opus":0.3022199003633054,"score_gpt":0.5198379072190668,"score_spread":0.21761800685576133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965094477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98894256,0.000785459,0.0008360377,0.0032461039,0.0023556987,0.0003107972,0.000004398376,0.000022232472,0.003496686],"genre_scores_gemma":[0.99601483,0.00062428066,0.0009753271,0.0017522764,0.00033232084,0.000011250417,0.0000058379333,0.000018583212,0.00026527612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964726,0.00062096457,0.0018002349,0.000414375,0.00027617582,0.0004156664],"domain_scores_gemma":[0.9977323,0.0007233267,0.00092138664,0.00023750238,0.00010961954,0.00027587597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001866875,0.00020481422,0.00092417735,0.00030796794,0.000067336325,0.000048768008,0.00031898686,0.00041838555,0.0003687797],"category_scores_gemma":[0.00015934209,0.00015695322,0.00013728175,0.00020461826,0.00011559624,0.00030513,0.000051213836,0.000815985,0.000075342505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007438841,0.0014000015,0.9699713,0.000045796467,0.0001568641,0.00010223787,0.0008841668,0.000015249745,0.000046894253,0.0010420727,0.00073118723,0.024860362],"study_design_scores_gemma":[0.0058344565,0.0010234466,0.9844914,0.00007275307,0.000031537475,0.00006658999,0.00012356072,0.0036210902,0.0000012583522,0.0044259704,0.00015110204,0.00015680639],"about_ca_topic_score_codex":0.00002780342,"about_ca_topic_score_gemma":0.00005458609,"teacher_disagreement_score":0.024703555,"about_ca_system_score_codex":0.00004196792,"about_ca_system_score_gemma":0.000070797134,"threshold_uncertainty_score":0.64003664},"labels":[],"label_agreement":null},{"id":"W2965931146","doi":"10.1111/josi.12343","title":"The Subtle Side of Stigma: Understanding and Reducing Mental Illness Stigma from a Contemporary Prejudice Perspective","year":2019,"lang":"en","type":"article","venue":"Journal of Social Issues","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Stigma (botany); Prejudice (legal term); Mental illness; Ableism; Psychology; Perspective (graphical); Social psychology; Social stigma; Social distance; Expression (computer science); Mental health; Clinical psychology; Psychiatry; Medicine; Sociology; Coronavirus disease 2019 (COVID-19); Human immunodeficiency virus (HIV)","score_opus":0.06757839028200392,"score_gpt":0.3951065520911327,"score_spread":0.3275281618091288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965931146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96952564,0.016172862,0.00000616799,0.002267978,0.0010140605,0.00024889066,0.000024620793,0.0000061091355,0.010733658],"genre_scores_gemma":[0.9985038,0.00020999198,0.000034926456,0.000039426992,0.00038049606,0.00000233807,0.0000024376825,0.000012680206,0.00081390725],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989476,0.00015435608,0.00037383116,0.00012693493,0.00023694204,0.00016030534],"domain_scores_gemma":[0.99895406,0.00029047148,0.0005416018,0.00007426577,0.00008103147,0.000058550006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028609188,0.00010600888,0.00030781937,0.00005235867,0.00040649867,0.000042264597,0.00013330097,0.00007072247,0.00018711502],"category_scores_gemma":[0.000019654472,0.000074253374,0.00007753767,0.00008073545,0.0001495759,0.00021160177,0.000037867227,0.00018071572,0.000007819499],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062293983,0.0010549029,0.0897449,0.00017957778,0.0028042505,0.00016743419,0.7744749,0.000002114033,0.008532659,0.079884656,0.022978034,0.013947136],"study_design_scores_gemma":[0.0041112606,0.00067421957,0.06874449,0.00035604835,0.00011609587,0.000022118993,0.9020807,0.000010430722,0.0025616875,0.01904113,0.0020535162,0.00022829296],"about_ca_topic_score_codex":0.0028286385,"about_ca_topic_score_gemma":0.000053435393,"teacher_disagreement_score":0.12760578,"about_ca_system_score_codex":0.00023650403,"about_ca_system_score_gemma":0.000043465952,"threshold_uncertainty_score":0.4276074},"labels":[],"label_agreement":null},{"id":"W2966040477","doi":"10.1186/s12888-019-2223-3","title":"Cost-effectiveness analysis of a randomized study of depression treatment options in primary care suggests stepped-care treatment may have economic benefits","year":2019,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Alberta Health; University of Alberta; Alberta Health Services; Institute of Health Economics","funders":"Alberta Health Services","keywords":"Randomized controlled trial; Depression (economics); Major depressive disorder; Primary care; Medicine; Quality-adjusted life year; Subgroup analysis; Cost effectiveness; Cognitive behavioral therapy; Cost-effectiveness analysis; Cost–benefit analysis; Economic evaluation; MEDLINE; Quality of life (healthcare); Psychiatry; Cognition; Family medicine; Meta-analysis; Internal medicine; Nursing","score_opus":0.04114883509428755,"score_gpt":0.3796282900222347,"score_spread":0.3384794549279471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966040477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771144,0.008219875,0.0000051215584,0.000008748851,0.0010713865,0.010350562,0.00037232248,0.00002788047,0.0028297384],"genre_scores_gemma":[0.99587065,0.00014636891,0.00020826019,0.000008472891,0.000042861368,0.002850454,0.0006385259,0.0000349024,0.0001995054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967111,0.0010148119,0.0009781839,0.000754081,0.00018812127,0.0003537253],"domain_scores_gemma":[0.9979361,0.00042859293,0.0005797384,0.0008871194,0.000060778984,0.00010761188],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002553133,0.0004081428,0.0019223109,0.0007858904,0.00008581871,0.00001392679,0.00019603195,0.00017322117,0.00024827872],"category_scores_gemma":[0.0000027051158,0.00030878934,0.00061629683,0.00036093013,0.00004559515,0.00009824078,0.00004791948,0.00007605764,0.00003746701],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03369084,0.004983818,0.93366504,0.000266387,0.0022348952,0.0000013335828,0.00706934,0.004672733,0.000006201351,0.00014661058,0.0000023602029,0.013260422],"study_design_scores_gemma":[0.17699224,0.0017545767,0.80445415,0.00018044548,0.0025174445,0.0000010320484,0.013735936,0.00008572232,0.00006888395,0.0000062356844,0.0000070266783,0.00019634067],"about_ca_topic_score_codex":0.008370547,"about_ca_topic_score_gemma":0.02594573,"teacher_disagreement_score":0.1433014,"about_ca_system_score_codex":0.0011972554,"about_ca_system_score_gemma":0.00016454668,"threshold_uncertainty_score":0.9999364},"labels":[],"label_agreement":null},{"id":"W2966350884","doi":"","title":"Development and scaling up of a psychological intervention for common mental disorders among people living with HIV in Zimbabwe","year":2016,"lang":"en","type":"dissertation","venue":"Open University of Cape Town (University of Cape Town)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Cape Town; Grand Challenges Canada","keywords":"Human immunodeficiency virus (HIV); Intervention (counseling); Mental health; Psychology; Psychological intervention; Clinical psychology; Psychiatry; Medicine; Family medicine","score_opus":0.022912509283211903,"score_gpt":0.30983006460604645,"score_spread":0.2869175553228345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966350884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763968,0.0001046074,0.00015229589,0.0000932316,0.0001797721,0.0013778512,0.00008957231,0.000012836319,0.021593058],"genre_scores_gemma":[0.9724402,0.00014423944,0.0012698105,0.000005255281,0.0000057503207,0.0000014404611,0.0004534417,0.00001638326,0.025663499],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985689,0.00011392653,0.0002926214,0.0005110535,0.00022641002,0.00028710125],"domain_scores_gemma":[0.9986824,0.00012620474,0.00075117697,0.00023546007,0.000094601084,0.000110160356],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027408352,0.00026210386,0.00071710505,0.00034239065,0.0002965404,0.000013785062,0.00067194353,0.0002874243,0.002444434],"category_scores_gemma":[0.0000050123667,0.000281658,0.00014816597,0.00020350527,0.00019151803,0.000441611,0.00021737882,0.00016457653,0.000005456239],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02333285,0.0040812753,0.32267338,0.002464968,0.0012576164,0.000059058948,0.17753527,0.000004876295,0.00028473831,0.0016290743,0.0028795649,0.46379733],"study_design_scores_gemma":[0.0114539135,0.00075064873,0.79206973,0.002669176,0.0002755892,0.0000032324342,0.19038416,0.000032369167,0.000098566015,0.00006847894,0.0017067929,0.00048731524],"about_ca_topic_score_codex":0.007393444,"about_ca_topic_score_gemma":0.059516508,"teacher_disagreement_score":0.46939638,"about_ca_system_score_codex":0.00015406204,"about_ca_system_score_gemma":0.000055213026,"threshold_uncertainty_score":0.9999636},"labels":[],"label_agreement":null},{"id":"W2967043485","doi":"10.1007/s40596-019-01105-y","title":"Correction to: The Potential Effect of the Psychiatric Clerkship and Contact-Based Hypothesis on Explicit and Implicit Stigmatizing Attitudes of Canadian Medical Students Towards Mental Illness","year":2019,"lang":"en","type":"erratum","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; McGill University","funders":"","keywords":"Mental illness; Psychology; Psychiatry; Medical education; Clinical psychology; Medicine; Mental health","score_opus":0.015840290475164154,"score_gpt":0.33516667411044315,"score_spread":0.319326383635279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967043485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87466735,0.0054164724,0.0000029078135,0.0067061963,0.105179034,0.0027840214,0.00028092222,0.00002507158,0.004938028],"genre_scores_gemma":[0.99029267,0.0008630131,0.000012530005,0.003603793,0.001340285,0.00021192989,0.00005407261,0.000076100194,0.0035455911],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9959478,0.00062275457,0.0008330035,0.0007147323,0.0012781471,0.0006035663],"domain_scores_gemma":[0.99772906,0.00048009207,0.00066099915,0.00064321794,0.000037975915,0.0004486665],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012357734,0.0005502738,0.0008266148,0.0006463813,0.0004630866,0.000038359893,0.0013379684,0.0011528198,0.0002790521],"category_scores_gemma":[0.00011385395,0.00033517476,0.00020959986,0.0006357625,0.00012192487,0.00006023516,0.00019604548,0.0020750507,0.000030897496],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069787714,0.0001706247,0.2696263,0.00077847566,0.00036089536,0.000002084693,0.00053573557,0.0000016487758,0.0000151224585,0.00017743917,0.7015474,0.026086427],"study_design_scores_gemma":[0.0031652884,0.001217971,0.98025805,0.0024412917,0.00047970418,0.000051021427,0.0005281444,0.00004287424,0.0000693033,0.000040492178,0.011244107,0.00046175066],"about_ca_topic_score_codex":0.036840882,"about_ca_topic_score_gemma":0.017520634,"teacher_disagreement_score":0.7106318,"about_ca_system_score_codex":0.0001777574,"about_ca_system_score_gemma":0.00052192336,"threshold_uncertainty_score":0.99991006},"labels":[],"label_agreement":null},{"id":"W2968093173","doi":"10.1186/s13033-019-0309-4","title":"Perceived impacts as narrated by service users and providers on practice, policy and mental health system following the implementation of the mhGAP-IG using the TEAM model in a rural setting in Makueni County, Kenya: a qualitative approach","year":2019,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Mental health; Focus group; Nursing; Medicine; Health administration; Service provider; Psychology; Service (business); Public health; Psychiatry; Sociology","score_opus":0.036999351994704506,"score_gpt":0.4637630137637677,"score_spread":0.4267636617690632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968093173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97459805,0.0014071825,0.000008348866,0.019993635,0.00084660156,0.0027573223,0.00014585714,0.0000054428647,0.00023754194],"genre_scores_gemma":[0.9968704,0.00008184726,0.00006271444,0.0027715852,0.00007513226,0.000039188908,0.000033709188,0.00002187731,0.000043574288],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99540585,0.001803544,0.0013117518,0.00022205967,0.00087014097,0.00038667742],"domain_scores_gemma":[0.9973389,0.0003404298,0.001937582,0.00014167799,0.00012012741,0.00012132114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00351693,0.00021738566,0.0004146607,0.00023864029,0.00030609404,0.00010843878,0.0003333958,0.00006149949,0.0000029319956],"category_scores_gemma":[0.000025017996,0.00012556624,0.000068446396,0.0002868384,0.00005121851,0.0005011395,0.00008051546,0.00036454014,0.0000010914961],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035739604,0.00095683197,0.105852626,0.0015480208,0.00093992415,0.000011541472,0.8759108,0.0016939982,0.001207043,0.0030045554,0.002250797,0.0030498689],"study_design_scores_gemma":[0.0067282673,0.00056939654,0.013177466,0.0025875166,0.00001551992,0.0006307386,0.9573923,0.018642293,0.000015797657,0.000019880223,0.000087421366,0.00013341533],"about_ca_topic_score_codex":0.05755318,"about_ca_topic_score_gemma":0.0009843502,"teacher_disagreement_score":0.09267516,"about_ca_system_score_codex":0.0026643542,"about_ca_system_score_gemma":0.0005624636,"threshold_uncertainty_score":0.94872266},"labels":[],"label_agreement":null},{"id":"W2968791908","doi":"10.11606/d.22.2019.tde-12042019-182911","title":"Adaptação cultural da Mental Illness: Clinicians\\' Attitudes Scale (MICA-4) para o português brasileiro","year":2019,"lang":"pt","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Humanities; Sociology; Philosophy","score_opus":0.1018540936773982,"score_gpt":0.45240234342035923,"score_spread":0.35054824974296106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968791908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9147266,0.0036936875,0.000019522558,0.0005928573,0.016354408,0.0040965276,0.00062949385,0.00023863431,0.05964824],"genre_scores_gemma":[0.73542225,0.001036826,0.00012151453,0.0010630639,0.00057498796,0.0003405881,0.016701102,0.0001597119,0.24457993],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99246526,0.00046559022,0.0022377118,0.0022599522,0.00094368536,0.0016277902],"domain_scores_gemma":[0.99622613,0.00030901268,0.0013772685,0.0012852754,0.00020937134,0.00059293024],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00038989232,0.0015582392,0.0018414869,0.00033867272,0.0010216972,0.00031901422,0.001129183,0.0016509233,0.028047835],"category_scores_gemma":[0.000018032639,0.0013076034,0.0008010557,0.00044618407,0.00022490842,0.0006635125,0.00014971402,0.0011267877,0.015077491],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006909005,0.008369883,0.40422145,0.004008118,0.003226016,0.00032740037,0.041855685,0.0000052462765,0.001906856,0.002946149,0.056208566,0.47001562],"study_design_scores_gemma":[0.016592503,0.0032861175,0.7475499,0.0031294222,0.0017858716,0.00015045509,0.17930585,0.0004855387,0.0037483166,0.000076859586,0.037909795,0.0059793596],"about_ca_topic_score_codex":0.003950159,"about_ca_topic_score_gemma":0.0016871163,"teacher_disagreement_score":0.46403626,"about_ca_system_score_codex":0.00042399415,"about_ca_system_score_gemma":0.00018774733,"threshold_uncertainty_score":0.9997166},"labels":[],"label_agreement":null},{"id":"W2969253017","doi":"10.1186/s13033-019-0312-9","title":"Considering culture, context and community in mhGAP implementation and training: challenges and recommendations from the field","year":2019,"lang":"en","type":"review","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"William Osler Health System; Carleton University; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Context (archaeology); Stakeholder; Thematic analysis; Medical education; Medicine; Global mental health; Stakeholder engagement; Health care; Psychology; Nursing; Political science; Public relations; Qualitative research; Sociology; Psychiatry","score_opus":0.3402477411569038,"score_gpt":0.5419563593033738,"score_spread":0.20170861814647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969253017","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034153666,0.9875141,0.0000036466324,0.004892554,0.0027317102,0.00094752846,0.00023869461,0.000004205784,0.00025224],"genre_scores_gemma":[0.053826377,0.945028,0.000028266479,0.00062782347,0.00023956866,0.00004242083,0.0001449199,0.000014435484,0.000048179503],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685276,0.0014851126,0.0011146535,0.00016324519,0.00021357165,0.00017065233],"domain_scores_gemma":[0.996696,0.0018591727,0.0011773148,0.00011190141,0.00004925909,0.00010635626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015619398,0.00020311793,0.0007899212,0.00014761428,0.00020689711,0.00008245014,0.00021849695,0.00011264995,0.000046106947],"category_scores_gemma":[0.000025031306,0.00013801131,0.00006076691,0.0000340451,0.000041717012,0.00015837801,0.000093542534,0.00066447887,0.000003109975],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003108369,0.00006175359,0.0002780156,0.0011374971,0.000247706,0.0000062853865,0.02158555,1.7649416e-8,4.0425203e-8,0.00083279196,0.0016590802,0.9741602],"study_design_scores_gemma":[0.0021779956,0.0005243602,0.00088200823,0.017504182,0.000079580735,0.00070121273,0.1349983,0.0000032895357,1.4428493e-7,0.00012773256,0.84284794,0.00015323823],"about_ca_topic_score_codex":0.0038535527,"about_ca_topic_score_gemma":0.0017027712,"teacher_disagreement_score":0.97400695,"about_ca_system_score_codex":0.00022902612,"about_ca_system_score_gemma":0.00008225553,"threshold_uncertainty_score":0.58254445},"labels":[],"label_agreement":null},{"id":"W2969668191","doi":"10.3390/ijerph16173010","title":"Predictors of Number of Healthcare Professionals Consulted by Individuals with Mental Disorders or High Psychological Distress","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Université de Montréal","funders":"Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research","keywords":"Mental health; Distress; Health care; Psychology; Perception; Multilevel model; Psychiatry; Clinical psychology; Suicidal ideation; Medicine; Health professionals; Suicide prevention; Poison control; Medical emergency","score_opus":0.05610312539499097,"score_gpt":0.47027577979053226,"score_spread":0.4141726543955413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969668191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983913,0.0007066965,0.0000063003517,0.012316255,0.00050619984,0.0006610675,0.001467122,0.0000036434733,0.00041968617],"genre_scores_gemma":[0.99710417,0.0012970282,0.00013058301,0.000280641,0.00006417392,0.000022291926,0.0002510706,0.000015046172,0.00083501404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963677,0.00057037256,0.0008224343,0.00025814332,0.0015182478,0.00046309034],"domain_scores_gemma":[0.9981652,0.00041704605,0.00069435185,0.00015479977,0.00010209529,0.00046649325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012667469,0.00014761624,0.00037613724,0.00021710977,0.00010158251,0.000024545352,0.00044193026,0.00010143056,0.004386229],"category_scores_gemma":[0.000036413858,0.00009318986,0.00004882741,0.00016108817,0.000453843,0.00024781073,0.00012433306,0.00043333357,0.000019083414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020400002,0.005612905,0.9389935,0.00009055037,0.00038329788,0.00001268428,0.0013514017,1.3279904e-7,0.0000992191,0.0011353978,0.004220072,0.04606083],"study_design_scores_gemma":[0.008584753,0.008139342,0.9632142,0.00040376993,0.0000073227134,0.00021392795,0.0092282165,0.0000021003657,0.00014600682,0.00044780626,0.009445148,0.00016736028],"about_ca_topic_score_codex":0.00050501636,"about_ca_topic_score_gemma":0.00003532119,"teacher_disagreement_score":0.04589347,"about_ca_system_score_codex":0.00023442175,"about_ca_system_score_gemma":0.00012473644,"threshold_uncertainty_score":0.9965239},"labels":[],"label_agreement":null},{"id":"W2970363450","doi":"10.1093/inthealth/ihz057","title":"Digging deeper in Shanghai: towards a ‘mechanism-rich’ epidemiology","year":2019,"lang":"en","type":"article","venue":"International Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council; National Natural Science Foundation of China; King's College London","keywords":"Ethnography; Mental health; China; Sociology; Diversity (politics); Sample (material); Psychology; Geography; Anthropology; Psychiatry","score_opus":0.08104129984937915,"score_gpt":0.4588050769184629,"score_spread":0.37776377706908376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970363450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9330974,0.00074615766,0.00034976332,0.016756646,0.0047221524,0.0006610638,0.000032118423,0.000063131956,0.043571543],"genre_scores_gemma":[0.98283046,0.00007804824,0.00059497956,0.009986555,0.000217767,0.00011747636,0.00008956152,0.000018169785,0.0060669556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818707,0.00022263547,0.0005334848,0.00039268236,0.00015958158,0.00050452224],"domain_scores_gemma":[0.99922043,0.00023692496,0.00018893952,0.00019939056,0.000028536326,0.00012578283],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008152846,0.0001376404,0.0002989061,0.00023154069,0.00005514119,0.000008724588,0.00027948536,0.0000933834,0.0059591183],"category_scores_gemma":[0.00003071324,0.00012460788,0.00005204472,0.00012707063,0.000017432523,0.00010949211,0.00006782882,0.00020512356,0.0020993128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021310842,0.00046002225,0.48510385,0.00006946081,0.000055616183,0.000031942564,0.0020211968,0.000013461946,0.000009347314,0.36183974,0.002930135,0.14725213],"study_design_scores_gemma":[0.0037887145,0.0007400498,0.9080958,0.0002795208,0.000005407437,0.00008308681,0.0011499441,0.0015589311,0.000057847876,0.057176262,0.026648989,0.00041548992],"about_ca_topic_score_codex":0.0038466745,"about_ca_topic_score_gemma":0.00040914156,"teacher_disagreement_score":0.4229919,"about_ca_system_score_codex":0.00048485337,"about_ca_system_score_gemma":0.00006255996,"threshold_uncertainty_score":0.9986777},"labels":[],"label_agreement":null},{"id":"W2971673558","doi":"10.1177/0706743719874178","title":"Mental Health among Canadian Postsecondary Students: A Mental Health Crisis?","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Public Health Ontario; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Australian Government","keywords":"Mental health; Odds; Mental health literacy; Context (archaeology); Psychology; Anxiety; Odds ratio; Logistic regression; Clinical psychology; Psychiatry; Medicine; Mental illness","score_opus":0.013585242134975643,"score_gpt":0.3401664846396276,"score_spread":0.326581242504652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971673558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74969393,0.010369368,7.6732516e-7,0.21723537,0.01636857,0.0011464049,0.00040258662,0.000010468811,0.004772544],"genre_scores_gemma":[0.96232045,0.0000770833,0.00020990253,0.034475323,0.00052711734,0.0000089749155,0.00007334227,0.000052436684,0.0022553513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965994,0.00041224767,0.0009624261,0.00030037048,0.0004567396,0.0012688426],"domain_scores_gemma":[0.99573874,0.000020916108,0.00078018993,0.00048420456,0.000063102976,0.0029128399],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013660098,0.00030217084,0.0005062281,0.00058322423,0.0015185694,0.0001711808,0.0010315679,0.000120440935,0.0063657947],"category_scores_gemma":[0.0000031436718,0.00023341886,0.00021277576,0.00031866896,0.000117490075,0.0002646416,0.000024679277,0.0007146825,0.00053604535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007055325,0.000097987606,0.5450632,0.00003803668,0.00022263268,0.000021105609,0.0073383036,8.6157024e-7,1.8977146e-7,0.003074732,0.4411798,0.0028925587],"study_design_scores_gemma":[0.004848981,0.0021778129,0.86041266,0.00048300446,0.00003611903,0.0007714327,0.028426778,0.0000037446487,0.0000013875753,0.0015526254,0.10082585,0.00045957862],"about_ca_topic_score_codex":0.8997075,"about_ca_topic_score_gemma":0.99507904,"teacher_disagreement_score":0.34035397,"about_ca_system_score_codex":0.0022889944,"about_ca_system_score_gemma":0.007988435,"threshold_uncertainty_score":0.9997813},"labels":[],"label_agreement":null},{"id":"W2971945667","doi":"10.1101/763045","title":"Review of layperson screening tools and model for a holistic mental health screener in lower and middle income countries","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Layperson; Mental health; Medicine; Multidisciplinary approach; CINAHL; Outreach; Psychological intervention; Psychology; Nursing; Psychiatry","score_opus":0.07222782493777442,"score_gpt":0.33896016221371994,"score_spread":0.26673233727594553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971945667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82239383,0.16664311,0.0011007641,0.0010947587,0.00077052246,0.0047848793,0.0031251104,0.000069685324,0.000017331111],"genre_scores_gemma":[0.9738899,0.018735481,0.004826732,0.0018522242,0.00008696113,0.00049319206,0.000005225932,0.000083230145,0.000027077655],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9976357,0.00012709698,0.0007353688,0.00078345975,0.00020155135,0.000516795],"domain_scores_gemma":[0.9984064,0.00012545222,0.0005650018,0.0005790845,0.00012709764,0.00019698149],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009159671,0.00041664593,0.0009651471,0.00021711318,0.00012760492,0.00006878829,0.00021965338,0.00027430247,0.00003557251],"category_scores_gemma":[0.00004964768,0.0004115374,0.00007902373,0.00016891777,0.00011802813,0.00016222743,0.00025635117,0.0003148464,0.0000056244894],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004325873,0.0024850988,0.3731843,0.5856966,0.0016635886,0.00009056144,0.0013725009,0.00016568354,0.0027899796,0.020877646,0.0068661124,0.0004820817],"study_design_scores_gemma":[0.018557105,0.0019356315,0.6127057,0.32678574,0.0007199641,4.3327756e-7,0.0001324783,0.022571329,0.001629963,0.000028451,0.010704313,0.0042288858],"about_ca_topic_score_codex":0.0003012279,"about_ca_topic_score_gemma":0.000017090619,"teacher_disagreement_score":0.25891083,"about_ca_system_score_codex":0.00018185787,"about_ca_system_score_gemma":0.00020011584,"threshold_uncertainty_score":0.99983364},"labels":[],"label_agreement":null},{"id":"W2972183828","doi":"10.1371/journal.pone.0221825","title":"Validation of the Opening Minds Scale and patterns of stigma in Chilean primary health care","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Fondo de Fomento al Desarrollo Científico y Tecnológico; Comisión Nacional de Investigación Científica y Tecnológica","keywords":"Stigma (botany); Confirmatory factor analysis; Psychological intervention; Clinical psychology; Public health; Population; Psychology; Construct validity; Scale (ratio); Medicine; Mental health; Latin Americans; Gerontology; Health care; Social stigma; Psychometrics; Psychiatry; Family medicine; Environmental health; Nursing; Structural equation modeling","score_opus":0.04156155504736543,"score_gpt":0.3182819889728361,"score_spread":0.2767204339254707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972183828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967237,0.0005118983,3.8627388e-7,0.00027511758,0.00005113782,0.0006004088,0.000033492157,0.0000032398807,0.0018006116],"genre_scores_gemma":[0.99941874,0.000019374867,0.000078894525,0.00014180783,0.000013478449,0.000014771885,0.00003187077,0.0000061223377,0.00027495003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994073,0.000079206235,0.00018864211,0.0001116149,0.00011200919,0.00010122389],"domain_scores_gemma":[0.99964905,0.000027632344,0.00012861735,0.00015866202,0.000013398269,0.000022625918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009649265,0.000048153335,0.00016888411,0.000037522594,0.0000273582,0.0000027961464,0.000076980716,0.000028053204,0.00016171567],"category_scores_gemma":[0.000001566834,0.00003644334,0.000012738062,0.000060412283,0.0000128623315,0.000040739338,0.000040363622,0.0000563986,0.000005887236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037374248,0.00039078522,0.9874196,0.000595197,0.00001728431,1.7261846e-7,0.0048782094,3.1336114e-7,0.0007133704,0.000020254629,0.000010166467,0.005917254],"study_design_scores_gemma":[0.0008763322,0.00015976494,0.9812495,0.00039631646,0.000011173283,2.7908783e-7,0.0008149303,0.000002328357,0.016446056,0.000007290062,0.0000036905258,0.000032354514],"about_ca_topic_score_codex":0.0007333196,"about_ca_topic_score_gemma":0.00011971575,"teacher_disagreement_score":0.015732687,"about_ca_system_score_codex":0.00003807903,"about_ca_system_score_gemma":0.000014029326,"threshold_uncertainty_score":0.17706732},"labels":[],"label_agreement":null},{"id":"W2972282520","doi":"10.1017/ipm.2019.38","title":"Psychiatry as a specialization: influential factors and gender differences among medical students in a low- to middle-income country","year":2019,"lang":"en","type":"article","venue":"Irish Journal of Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Incentive; Perception; Context (archaeology); Stigma (botany); Psychology; Descriptive statistics; Medical education; Psychiatry; Clinical psychology; Medicine","score_opus":0.0729743743782713,"score_gpt":0.4403325629251842,"score_spread":0.3673581885469129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972282520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869865,0.001020791,0.000031049065,0.0014520605,0.0053865216,0.00049952633,0.0000037852942,0.000014667827,0.004605068],"genre_scores_gemma":[0.99534196,0.00015385728,0.00005267891,0.0032492622,0.0009738537,0.0000075397825,0.000005020154,0.00001554502,0.00020026154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99633586,0.0002871957,0.0011385357,0.00040013657,0.0014213294,0.00041696112],"domain_scores_gemma":[0.998391,0.00023199087,0.0004286005,0.00021448304,0.000084506406,0.00064944354],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010316353,0.00027571685,0.0007240702,0.00035200405,0.00007001105,0.000040854706,0.00067593396,0.00031672957,0.01445378],"category_scores_gemma":[0.00019837778,0.00016477781,0.000067036795,0.00038181106,0.00022051575,0.0001451504,0.00009329637,0.0005849931,0.00010065077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006336004,0.0008336279,0.99308175,0.00006674413,0.00007296428,0.00025955518,0.0018076971,3.8960886e-7,0.0000047587023,0.00025676913,0.0020763497,0.0009057873],"study_design_scores_gemma":[0.005844469,0.0020176228,0.98818356,0.0011165068,0.000039656294,0.0002176863,0.0013198043,0.0000015032629,0.0000013013782,0.00096767413,0.00013371985,0.00015649736],"about_ca_topic_score_codex":0.000114259594,"about_ca_topic_score_gemma":0.000066010965,"teacher_disagreement_score":0.014353129,"about_ca_system_score_codex":0.00006251263,"about_ca_system_score_gemma":0.000021042555,"threshold_uncertainty_score":0.98644716},"labels":[],"label_agreement":null},{"id":"W2972929734","doi":"10.1111/eip.12876","title":"Thematic analysis of youth mental health providers' perceptions of neuropsychological assessment services","year":2019,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Margaret and Wallace McCain Centre for Child, Youth and Family Mental Health; Regione Lazio; World Health Organization","keywords":"Thematic analysis; Neuropsychology; Mental health; Neuropsychological assessment; Psychology; Clinical psychology; Perception; Psychiatry; Medicine; Cognition; Qualitative research","score_opus":0.021842176717209456,"score_gpt":0.3970488370501267,"score_spread":0.3752066603329173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972929734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99256253,0.00044226355,0.00012199211,0.0005414199,0.001956855,0.00089024944,0.00014087251,0.000024931713,0.003318886],"genre_scores_gemma":[0.99845827,0.000012882994,0.00046564714,0.00018396847,0.000021358284,0.000047672624,0.0001723252,0.000013263386,0.0006245979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976838,0.00037854468,0.0010644982,0.00036749264,0.00025327769,0.00025234785],"domain_scores_gemma":[0.9987676,0.000028472095,0.00067859347,0.0004230357,0.000032709107,0.00006958603],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044992028,0.00016100048,0.0005177156,0.00058495114,0.000049564194,0.000016536038,0.00026387686,0.00008537812,0.0061457315],"category_scores_gemma":[0.0000012044486,0.00013798368,0.00042616532,0.00080231007,0.000045927125,0.00014749826,0.0000451504,0.0001791204,0.00008086178],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016132275,0.002750396,0.98422074,0.00050761044,0.0005859869,2.8113482e-7,0.006414241,0.000011745955,0.00001932625,0.0021603608,0.00011117078,0.0030568435],"study_design_scores_gemma":[0.0016275187,0.0011351253,0.97294086,0.00038099333,0.00019738472,0.0000010733412,0.023279613,0.00016511114,0.0000016445158,0.00017211957,0.0000062383315,0.000092292896],"about_ca_topic_score_codex":0.0019775347,"about_ca_topic_score_gemma":0.0005654444,"teacher_disagreement_score":0.01686537,"about_ca_system_score_codex":0.000050608684,"about_ca_system_score_gemma":0.000015905733,"threshold_uncertainty_score":0.9947628},"labels":[],"label_agreement":null},{"id":"W2974538509","doi":"10.1108/jpmh-03-2019-0036","title":"Determinants of utilization and out-of-pocket payments for psychiatric healthcare in Iran","year":2019,"lang":"en","type":"article","venue":"Journal of Public Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental health; Payment; Medicine; Psychiatry; Health care; Environmental health; Business; Economics; Finance; Economic growth","score_opus":0.14866137001022142,"score_gpt":0.4621500074526159,"score_spread":0.3134886374423945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974538509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893247,0.004984227,0.000028307199,0.0019337335,0.002287581,0.0011749521,0.00008279774,0.0000032652267,0.00018047538],"genre_scores_gemma":[0.99807227,0.0006406069,0.0005255079,0.0004726719,0.00006632378,0.000012240777,0.000025494484,0.000016145705,0.0001687544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759275,0.00024468047,0.001324837,0.00017912696,0.00028214586,0.00037643293],"domain_scores_gemma":[0.997962,0.00007899594,0.0014947425,0.00015165425,0.00007866991,0.00023396294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013178835,0.00013452466,0.00055336184,0.00044231894,0.00007158064,0.000010089263,0.0001600482,0.000085839376,0.00016271962],"category_scores_gemma":[0.000012300918,0.00011131192,0.00007918015,0.0002486845,0.000030707855,0.00024150546,0.000026956819,0.00012873413,0.0000036222298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042785896,0.0006130056,0.82384324,0.00116548,0.000022362674,0.0000013290504,0.0023678103,1.0993423e-7,0.000014797114,0.0005443872,0.0007467657,0.17025283],"study_design_scores_gemma":[0.012832626,0.007923671,0.96861553,0.0006748936,0.000019228366,0.000059664988,0.0055627846,0.0001288768,0.00018367666,0.00083740865,0.0029710291,0.00019058636],"about_ca_topic_score_codex":0.00028306068,"about_ca_topic_score_gemma":0.0003689648,"teacher_disagreement_score":0.17006224,"about_ca_system_score_codex":0.00024426798,"about_ca_system_score_gemma":0.00017268487,"threshold_uncertainty_score":0.45391682},"labels":[],"label_agreement":null},{"id":"W2974740011","doi":"","title":"Validation of the spanish version of the discrimination and stigma scale (DISC 12).","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Cronbach's alpha; Psychology; Clinical psychology; Convergent validity; Scale (ratio); Stigma (botany); Reliability (semiconductor); Internal consistency; Population; Schizophrenia (object-oriented programming); Psychiatry; Psychometrics; Medicine; Cartography","score_opus":0.02612770983808642,"score_gpt":0.2853426495978562,"score_spread":0.2592149397597698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974740011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98579407,0.000053455715,0.0000018528208,0.0005607673,0.00066577626,0.00083680364,0.000012024932,0.000003939489,0.012071309],"genre_scores_gemma":[0.9966189,0.000004568068,0.0000036353615,0.000038463833,0.000016635533,0.00008517345,0.0000065125687,0.0000037353866,0.0032223363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995173,0.00007242411,0.00011289053,0.00008967729,0.00011443203,0.00009326468],"domain_scores_gemma":[0.9996358,0.00003404322,0.000118223674,0.00018043784,0.000014088927,0.000017386574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013905232,0.00004137652,0.00006552811,0.00001606477,0.000055623448,0.0000048863953,0.00010081195,0.0000315584,0.00010467049],"category_scores_gemma":[0.000007360793,0.000022162743,0.000026962234,0.000063584084,0.00004209651,0.00006266471,0.00004969886,0.000033717206,0.0000068007203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007147309,0.00013207083,0.91025764,0.00009480048,0.000014656085,5.5267588e-8,0.0009632908,0.0000016870955,0.00029721035,0.0007644931,0.0007516382,0.086650975],"study_design_scores_gemma":[0.000520013,0.00001256865,0.98608786,0.000013958517,0.000021620319,5.043892e-7,0.00025711136,0.0000043067434,0.0126418015,0.00021758932,0.0002001138,0.000022572754],"about_ca_topic_score_codex":0.00013948545,"about_ca_topic_score_gemma":0.000021693206,"teacher_disagreement_score":0.08662841,"about_ca_system_score_codex":0.00001957471,"about_ca_system_score_gemma":0.0000030533151,"threshold_uncertainty_score":0.11460685},"labels":[],"label_agreement":null},{"id":"W2974849922","doi":"10.1017/s1754470x1900028x","title":"Cultural adaptation of cognitive behavioural therapy (CBT) for patients with depression and anxiety in Saudi Arabia and Bahrain: a qualitative study exploring views of patients, carers, and mental health professionals","year":2019,"lang":"en","type":"article","venue":"The Cognitive Behaviour Therapist","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Queen's University","funders":"","keywords":"Thematic analysis; Psychology; Anxiety; Context (archaeology); Mental health; Clinical psychology; Qualitative research; Psychotherapist; Cognition; Depression (economics); Cognitive behavioral therapy; Psychiatry","score_opus":0.12367951451896614,"score_gpt":0.421549758345445,"score_spread":0.29787024382647886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974849922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98952436,0.0016915734,0.000005585832,0.0000667325,0.00010850773,0.0077478625,0.000831464,0.00000825121,0.000015636902],"genre_scores_gemma":[0.9981071,0.00024792095,0.0000311033,0.000094488714,0.0000074357595,0.00096612674,0.00047742046,0.00002645271,0.00004195323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977979,0.00079802,0.00046507828,0.0004229971,0.00025873756,0.00025725842],"domain_scores_gemma":[0.9986069,0.00042912056,0.0005142146,0.000099017234,0.00027722408,0.00007352828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005029365,0.0002588147,0.00045010325,0.00008941985,0.0002319128,0.000015808499,0.00006818152,0.000052885756,0.00002945654],"category_scores_gemma":[0.000012805022,0.00015715176,0.000036460253,0.00012271098,0.00019481013,0.00026496136,0.00004827192,0.00014092367,4.971255e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003957703,0.0018106477,0.7080047,0.000049222686,0.000070282345,2.1991244e-7,0.24670848,1.7354113e-8,0.000009028216,0.000008386895,0.0000050622143,0.039376233],"study_design_scores_gemma":[0.013237454,0.003352549,0.70839864,0.00051317614,0.000036063862,4.44786e-7,0.27423713,0.0000019058368,0.00008283982,0.000012761748,0.0000013599961,0.00012569441],"about_ca_topic_score_codex":0.0010516634,"about_ca_topic_score_gemma":0.00037331658,"teacher_disagreement_score":0.039250538,"about_ca_system_score_codex":0.000049049304,"about_ca_system_score_gemma":0.000020777166,"threshold_uncertainty_score":0.6408463},"labels":[],"label_agreement":null},{"id":"W2978077554","doi":"10.1177/1078390319878773","title":"Understanding Helpful Nursing Care From the Perspective of Mental Health Inpatients With a Dual Diagnosis: A Qualitative Descriptive Study","year":2019,"lang":"en","type":"article","venue":"Journal of the American Psychiatric Nurses Association","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Dual diagnosis; Medicine; Qualitative research; Nonprobability sampling; Psychological intervention; Nursing; Mental health; Nursing Interventions Classification; Nursing diagnosis; Mental illness; Perspective (graphical); Health care; Psychiatry; Medical diagnosis; Population","score_opus":0.049935137189732186,"score_gpt":0.41287716340102715,"score_spread":0.36294202621129495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978077554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870258,0.0013537651,0.000036503367,0.0063904757,0.0030443738,0.0013864246,0.00011801403,0.0000072837593,0.00063735974],"genre_scores_gemma":[0.99923474,0.00004479647,0.00013967295,0.0002613244,0.00018691059,0.000022117629,0.0000049514933,0.000020891905,0.00008458879],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9964869,0.0016255497,0.00059437595,0.00021838151,0.00079046824,0.00028433953],"domain_scores_gemma":[0.99433535,0.00055868254,0.0045456965,0.00021608867,0.0002759196,0.00006826941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055669196,0.00018282699,0.0005046751,0.0001366781,0.00035494447,0.00003296391,0.0002714569,0.000032027154,0.000037110956],"category_scores_gemma":[0.000048421112,0.000102210746,0.00017448541,0.00081716396,0.00010438978,0.00017531207,0.000021740143,0.0003241654,0.0000055058763],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009495557,0.0010912264,0.553192,0.000004186846,0.0005777328,6.1700337e-7,0.43979788,0.000005262021,0.0000012391071,0.00026083726,0.0026185913,0.0015008567],"study_design_scores_gemma":[0.0021163162,0.0038125427,0.345626,0.00015987559,0.00016968875,0.0000025609806,0.6474157,0.0000015337102,0.0000032648438,0.0006108628,0.000011932105,0.00006970496],"about_ca_topic_score_codex":0.004655185,"about_ca_topic_score_gemma":0.00047530874,"teacher_disagreement_score":0.20761783,"about_ca_system_score_codex":0.005486709,"about_ca_system_score_gemma":0.00017820658,"threshold_uncertainty_score":0.99833107},"labels":[],"label_agreement":null},{"id":"W2980154628","doi":"10.1159/000502294","title":"The Accuracy of the Patient Health Questionnaire-9 Algorithm for Screening to Detect Major Depression: An Individual Participant Data Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Psychotherapy and Psychosomatics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; Ontario Brain Institute; McGill University; University of Calgary; Concordia University","funders":"Canadian Arthritis Network; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Programme Grants for Applied Research; Health Research Council of New Zealand; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Health Resources and Services Administration; H. Lundbeck A/S; Safe Work Australia; Universidade de São Paulo; National Health Research Institutes; Universiti Sains Malaysia; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Medical Research Council; Servier; Universiti Putra Malaysia; National Center for Research Resources; National Institute of General Medical Sciences; Centers for Disease Control and Prevention; Mahidol University; Eisai; Chinese Diabetes Society; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Agency for Healthcare Research and Quality; University of Auckland; Ministero della Salute; Universität Heidelberg; Universiteit van Amsterdam; Robert Wood Johnson Foundation; Banco Santander; American Federation for Aging Research; University of Melbourne; Eli Lilly and Company; Universidade de Macau; Novartis Pharma; National Institute on Minority Health and Health Disparities; European Commission; Bundesministerium für Bildung und Forschung; Ischemia Research and Education Foundation; National Institute for Health and Care Research; Deutsche Rentenversicherung; Alberta Health Services; Ministry of Health, Labour and Welfare; National Institute on Disability and Rehabilitation Research; Pfizer; University of Washington; Fogarty International Center; Tehran University of Medical Sciences and Health Services; National Institutes of Health; Health Services Research and Development; National Institute of Mental Health; Hunter Medical Research Institute; National Health and Medical Research Council; Jewish General Hospital; Ohio Board of Regents; Arthritis Society; U.S. Department of Veterans Affairs; ZonMw; U.S. Department of Health and Human Services","keywords":"PsycINFO; Confidence interval; Algorithm; Meta-analysis; MEDLINE; Patient Health Questionnaire; Medicine; Depression (economics); Cutoff; Mini-international neuropsychiatric interview; Receiver operating characteristic; Clinical psychology; Depressive symptoms; Psychiatry; Internal medicine; Computer science; Cognition","score_opus":0.428249616973115,"score_gpt":0.5222049003526213,"score_spread":0.09395528337950637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980154628","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025155145,0.972269,0.017097179,0.0007269613,0.0012111596,0.0063563986,0.0022571376,0.000031686985,0.000025294663],"genre_scores_gemma":[0.00008668487,0.9785207,0.01668921,0.0014805597,0.00020301364,0.0022240116,0.00043403252,0.00010419082,0.00025760886],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99460185,0.0013804482,0.0018223083,0.0010122935,0.0005241898,0.0006589068],"domain_scores_gemma":[0.9927558,0.0013912895,0.002009431,0.0034809392,0.00006841034,0.0002941308],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016733276,0.0006295384,0.002697971,0.00021102357,0.0008196176,0.00017177923,0.0018631793,0.00026291158,0.00015489224],"category_scores_gemma":[0.000025040566,0.00030516437,0.0011062883,0.00087440445,0.000099727855,0.00014842449,0.000096757656,0.0003261103,0.000012307681],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056987963,0.0002152077,0.000024330835,0.001299885,0.05491483,2.7767504e-7,0.0015392542,9.551818e-7,1.47796655e-8,0.00009702518,0.0019363931,0.9399148],"study_design_scores_gemma":[0.0009810837,0.0008127543,0.00031635744,0.001661608,0.16112281,0.000013011129,0.00025300635,0.00023827214,5.6347557e-7,0.0007130846,0.83335775,0.0005297134],"about_ca_topic_score_codex":0.00018166861,"about_ca_topic_score_gemma":0.0003452797,"teacher_disagreement_score":0.9393851,"about_ca_system_score_codex":0.000017213697,"about_ca_system_score_gemma":0.00009352231,"threshold_uncertainty_score":0.99994004},"labels":[],"label_agreement":null},{"id":"W2980350087","doi":"10.5539/gjhs.v11n12p165","title":"Ethical Implications of Mental Health Stigma: Primary Health Care Providers’ Perspectives","year":2019,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CINAHL; Stigma (botany); Mental health; Mental illness; Psychological intervention; Health care; Social stigma; Medicine; Nursing; Context (archaeology); Psychiatry; Developing country; MEDLINE; Psychology; Family medicine; Political science; Economic growth","score_opus":0.03309190163939582,"score_gpt":0.4444461645805575,"score_spread":0.41135426294116173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980350087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7815646,0.037798002,0.00020208066,0.17093043,0.0022198947,0.0020321966,0.00020794847,0.000031477903,0.0050133667],"genre_scores_gemma":[0.987387,0.00050507777,0.002207579,0.0097501585,0.000080138074,0.000007953956,0.000010603384,0.000008834451,0.00004265481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960203,0.00032004766,0.0013635263,0.00045677286,0.000924988,0.00091435335],"domain_scores_gemma":[0.9965203,0.000055782075,0.0019194529,0.00039424762,0.00038988722,0.0007203284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026561744,0.00019068668,0.0006892999,0.00021246367,0.0008914912,0.000041230403,0.00074805896,0.00008941755,0.00012802664],"category_scores_gemma":[0.000024443309,0.00015493717,0.0001264332,0.00094863237,0.0005149929,0.000364364,0.000108770866,0.00052616035,0.000037980633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008308648,0.0021990656,0.40712437,0.0019307573,0.00010780972,0.000009152575,0.060773842,0.000018191402,0.00011869731,0.074367926,0.05727161,0.3952477],"study_design_scores_gemma":[0.0021737595,0.003953996,0.9572869,0.00037273215,0.0000057753546,0.000452137,0.032278936,0.0000024479236,0.000012079506,0.00051001384,0.002790739,0.00016050853],"about_ca_topic_score_codex":0.0015796078,"about_ca_topic_score_gemma":0.000090579604,"teacher_disagreement_score":0.5501625,"about_ca_system_score_codex":0.003675148,"about_ca_system_score_gemma":0.006000674,"threshold_uncertainty_score":0.9996344},"labels":[],"label_agreement":null},{"id":"W2981563575","doi":"10.17711/sm.0185-3325.2019.027","title":"Stigma towards people with mental disorders: perceptions of devaluation and discrimination in a sample of Chilean workers","year":2019,"lang":"en","type":"article","venue":"Salud Mental","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Devaluation; Mental illness; Perception; Psychology; Stigma (botany); Mental health; Residence; Social stigma; Affect (linguistics); Metropolitan area; Psychiatry; Population; Clinical psychology; Feeling; Medicine; Social psychology; Environmental health; Demography; Currency; Sociology; Family medicine","score_opus":0.022382446521362995,"score_gpt":0.3580392222404718,"score_spread":0.3356567757191088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981563575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99621624,0.00011789567,0.000035964782,0.00018814996,0.00022051603,0.0010501996,0.00010538268,0.000009512195,0.0020561535],"genre_scores_gemma":[0.99891496,0.000033160046,0.00042506246,0.000015690943,0.000012292571,0.00006644245,0.00036948355,0.00001217516,0.00015073329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912065,0.00007647247,0.00023619251,0.00020340823,0.00020615917,0.00015712836],"domain_scores_gemma":[0.99966794,0.000038537724,0.00011708789,0.00012285782,0.000013500807,0.00004007476],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015899111,0.000107368454,0.00017685018,0.00012393546,0.00005140443,0.0000060973925,0.000059856156,0.0000414931,0.0012126197],"category_scores_gemma":[0.0000035547703,0.00008985586,0.000027322025,0.00016414108,0.00006110967,0.00014474957,0.000029486266,0.000054039327,0.000012628227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033433075,0.00052469276,0.9390736,0.00008485608,0.000029642268,1.6066394e-7,0.020091504,0.0000030398626,0.00057239766,0.00028105496,0.000052375945,0.03895234],"study_design_scores_gemma":[0.0027174405,0.00057720597,0.96353513,0.000119021766,0.000026352838,0.0000024985395,0.03240887,0.00012371376,0.0002303447,0.00015914462,0.000014286234,0.000085976666],"about_ca_topic_score_codex":0.0038672688,"about_ca_topic_score_gemma":0.005265035,"teacher_disagreement_score":0.03886636,"about_ca_system_score_codex":0.00009007594,"about_ca_system_score_gemma":0.000019193747,"threshold_uncertainty_score":0.9997004},"labels":[],"label_agreement":null},{"id":"W2982518595","doi":"10.1186/s12888-019-2281-6","title":"The psychosis treatment gap and its consequences in rural Ethiopia","year":2019,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Medical Research Council; Department for International Development; Department for International Development, UK Government","keywords":"Mental health; Mental health care; Psychiatry; Population; Psychosis; Medicine; Psychology; Health care; Nursing; Environmental health; Political science","score_opus":0.04586604153177064,"score_gpt":0.37392939726767527,"score_spread":0.3280633557359046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982518595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95456535,0.011511083,6.4818715e-7,0.0034847774,0.0042797104,0.00090901076,0.000010445226,0.000035329173,0.025203636],"genre_scores_gemma":[0.99037194,0.0005201199,0.00013011412,0.00051487016,0.00014038726,0.0002306509,0.0000073463125,0.000015692232,0.008068889],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871844,0.00016386925,0.0002944228,0.00030775598,0.00011926018,0.00039625884],"domain_scores_gemma":[0.9993484,0.00013643641,0.0001013545,0.0003118381,0.000011228048,0.00009071919],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018745322,0.00019047185,0.00019450954,0.00006455403,0.00020146092,0.00004546252,0.00016973424,0.000115768766,0.00059250277],"category_scores_gemma":[0.0000033601818,0.00011727877,0.000059344125,0.00014955373,0.00007157917,0.00007858873,0.00001966781,0.000121616904,0.0008552533],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028017818,0.00022353797,0.95184267,0.00003503166,0.000034193985,7.9880954e-7,0.00051198737,3.1654963e-7,0.000017974233,0.03890688,0.0012388466,0.006907611],"study_design_scores_gemma":[0.0056682583,0.0008678964,0.97350633,0.00014716615,0.000034790773,0.000037651993,0.0046392195,0.000038248123,0.000048379217,0.007164402,0.007530038,0.0003176231],"about_ca_topic_score_codex":0.0007291,"about_ca_topic_score_gemma":0.0027084167,"teacher_disagreement_score":0.03580657,"about_ca_system_score_codex":0.000060477232,"about_ca_system_score_gemma":0.000044947534,"threshold_uncertainty_score":0.9999227},"labels":[],"label_agreement":null},{"id":"W2982652479","doi":"10.1177/2158244019885129","title":"Pilot Testing the Theoretical Framework of Acceptability in a Process Evaluation of a Community Pharmacy–Based Men’s Mental Health Promotion Program","year":2019,"lang":"en","type":"article","venue":"SAGE Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Movember Foundation","keywords":"Mental health; Pharmacy; Promotion (chess); Psychology; Perception; Coding (social sciences); Intervention (counseling); Clinical psychology; Applied psychology; Medicine; Medical education; Nursing; Psychiatry","score_opus":0.2069256789790893,"score_gpt":0.5320116215648883,"score_spread":0.32508594258579904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982652479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750979,0.0000859581,0.000012042112,0.0012468717,0.00012678048,0.011108157,0.000028558048,0.000018089302,0.012275676],"genre_scores_gemma":[0.99786067,0.0000011644421,0.0006261722,0.00014181939,0.000011285777,0.0012780429,0.000057228946,0.000012451128,0.000011144601],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996009,0.002672597,0.00050151785,0.00018682225,0.00038035327,0.00024970743],"domain_scores_gemma":[0.99856853,0.00045003465,0.00035418093,0.000468971,0.000107019456,0.000051235955],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00608414,0.000121473815,0.00027950102,0.000045521414,0.00016683269,0.000028036557,0.00059961475,0.00003418665,0.0038088213],"category_scores_gemma":[0.00016226892,0.00008428738,0.000030074521,0.00039567388,0.00016927165,0.00015315729,0.00014706969,0.0003675472,0.000012990415],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001060475,0.01086746,0.41659725,0.00053716643,0.000033792297,2.3709721e-7,0.012266266,0.000014224933,0.00011527331,0.0021587925,0.000030240955,0.5563188],"study_design_scores_gemma":[0.009812917,0.0056640184,0.94398046,0.0009160269,0.00006062848,0.0000025073348,0.009822069,0.009582338,0.0019508437,0.017990384,0.000017015489,0.00020078078],"about_ca_topic_score_codex":0.0036789824,"about_ca_topic_score_gemma":0.0003121169,"teacher_disagreement_score":0.5561181,"about_ca_system_score_codex":0.00018286363,"about_ca_system_score_gemma":0.00019307912,"threshold_uncertainty_score":0.99710184},"labels":[],"label_agreement":null},{"id":"W2984747343","doi":"10.1192/bjo.2019.86","title":"Meeting the mental health needs of low- and middle-income countries: the start of a long journey","year":2019,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Low and middle income countries; Mental health; Economic growth; Global health; Global mental health; Business; Developing country; Medicine; Environmental health; Political science; Nursing; Psychiatry; Public health; Economics","score_opus":0.05262004740563266,"score_gpt":0.39262940431448345,"score_spread":0.3400093569088508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984747343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9648073,0.002367097,0.0000023033765,0.0075285705,0.0006229331,0.003171267,0.000053268748,0.0000067285678,0.02144058],"genre_scores_gemma":[0.99492764,0.00019573692,0.000039713108,0.0012827024,0.000045759345,0.00006427543,0.000010392064,0.000016101134,0.00341767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859667,0.0002369495,0.0004934722,0.00016103765,0.00021285903,0.00029900795],"domain_scores_gemma":[0.99879444,0.00020354729,0.000437389,0.00045472544,0.000036294845,0.00007362796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012460906,0.00013168863,0.0003154893,0.00005387594,0.00025754108,0.000056396042,0.0006316978,0.000045544362,0.0011013603],"category_scores_gemma":[0.000005293301,0.000071493625,0.000044190787,0.00019682154,0.00012228283,0.00013593746,0.00020877333,0.00012284551,0.0000705835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018909515,0.0008167988,0.8843309,0.0017981998,0.00049750437,0.000004638843,0.07085992,0.0000029629916,0.00003922392,0.014213329,0.01097607,0.014569501],"study_design_scores_gemma":[0.014669714,0.002985291,0.84700334,0.006241501,0.00008995698,0.0001151952,0.08507128,0.00008033937,0.00097608106,0.00082291156,0.041354697,0.00058971444],"about_ca_topic_score_codex":0.002776349,"about_ca_topic_score_gemma":0.0003158264,"teacher_disagreement_score":0.037327588,"about_ca_system_score_codex":0.000042367552,"about_ca_system_score_gemma":0.000057414964,"threshold_uncertainty_score":0.99981177},"labels":[],"label_agreement":null},{"id":"W2984968108","doi":"10.1007/s11126-019-09666-9","title":"Treatment Rate for Major Depressive Disorder in China: a Meta-Analysis of Epidemiological Studies","year":2019,"lang":"en","type":"review","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Universidade de Macau","keywords":"Major depressive disorder; Meta-analysis; Cochrane Library; PsycINFO; Psychiatry; Epidemiology; Medicine; Public health; China; Mental health; MEDLINE; Internal medicine; Pathology","score_opus":0.2218469777215996,"score_gpt":0.4958370994624423,"score_spread":0.2739901217408427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984968108","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005987347,0.9910571,0.00008519725,0.00027046856,0.0010156195,0.005698969,0.00085895346,0.000030958054,0.00038397274],"genre_scores_gemma":[0.0010226299,0.9860201,0.00034777838,0.00006194201,0.00014069013,0.009086266,0.00059082906,0.0000620025,0.0026677786],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99400645,0.0015767838,0.0023068415,0.0012536809,0.00015882116,0.0006974297],"domain_scores_gemma":[0.9943847,0.0026344697,0.0018448338,0.0009712572,0.000055570883,0.00010918037],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00073445844,0.0009430421,0.010947251,0.0012612891,0.00011829131,0.000015956939,0.00045240653,0.00046959234,0.0006240159],"category_scores_gemma":[0.000028154534,0.0005178623,0.0062649096,0.0016680189,0.000074698,0.00006641382,0.000023290451,0.00023239345,0.0001398065],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014935296,0.0015951833,0.0008617528,0.006930292,0.32964328,0.000012341602,0.0010218676,0.0000027904036,3.5019003e-9,0.0012010182,0.0006478368,0.65793425],"study_design_scores_gemma":[0.0028493165,0.003907524,0.0015470323,0.0001495045,0.86908925,0.000005876142,0.00043882994,0.000015043812,1.1576473e-8,0.0010052437,0.120364666,0.0006277271],"about_ca_topic_score_codex":0.0007564319,"about_ca_topic_score_gemma":0.00046811535,"teacher_disagreement_score":0.65730655,"about_ca_system_score_codex":0.0001955267,"about_ca_system_score_gemma":0.000062171755,"threshold_uncertainty_score":0.9997273},"labels":[],"label_agreement":null},{"id":"W2985359564","doi":"10.1007/s11469-019-00162-6","title":"The Impact of Indigenous Identity and Treatment Seeking Intention on the Stigmatization of Substance Use","year":2019,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Vignette; Health psychology; Help-seeking; Stigma (botany); Ethnic group; Indigenous; Public health; Psychology; Clinical psychology; Psychiatry; Mental health; Medicine; Social psychology","score_opus":0.043530282010850525,"score_gpt":0.3992098417852466,"score_spread":0.3556795597743961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985359564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99669313,0.0014129978,0.0000827986,0.00044896844,0.0008725505,0.00036247802,0.000048211587,0.00000238585,0.00007647116],"genre_scores_gemma":[0.9964754,0.003266196,0.0000155947,0.00005858316,0.00005132916,0.000004353184,0.000022062144,0.0000047913018,0.00010167728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989935,0.00011759001,0.00044390018,0.00007681199,0.00026539445,0.00010281399],"domain_scores_gemma":[0.998793,0.00016880802,0.0007951384,0.0000650699,0.00011507846,0.00006290925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036094195,0.00007794331,0.00013465752,0.00009779574,0.00015277027,0.00003359056,0.00008835405,0.000026985312,0.000056812183],"category_scores_gemma":[0.000009492643,0.000041310206,0.00006368686,0.000063658175,0.000045439658,0.00029188776,0.0000088216075,0.000075548094,0.0000021240078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004039875,0.0007918945,0.70898265,0.000032588654,0.00070958736,0.0000035071455,0.013015628,0.000030573552,0.0007571405,0.004283736,0.0003755711,0.26697725],"study_design_scores_gemma":[0.0028834385,0.0036819126,0.98851013,0.0006328479,0.000020672363,0.00009449851,0.0027563635,0.00032277184,0.00035366623,0.00046479792,0.00021698487,0.00006190285],"about_ca_topic_score_codex":0.00096934,"about_ca_topic_score_gemma":0.0001639167,"teacher_disagreement_score":0.2795275,"about_ca_system_score_codex":0.00030089414,"about_ca_system_score_gemma":0.000038600716,"threshold_uncertainty_score":0.16845813},"labels":[],"label_agreement":null},{"id":"W2985494434","doi":"","title":"Mental health and addictions capacity building for community health centres in Ontario.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Schizophrenia Society of Ontario; Ministry of Health and Long Term Care; Toronto Metropolitan University; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Capacity building; Nursing; Addiction; Medicine; Health care; Stigma (botany); Psychology; Psychiatry; Political science","score_opus":0.14533908167747273,"score_gpt":0.3851845778092326,"score_spread":0.23984549613175987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985494434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881559,0.00035225876,0.000013575645,0.005553458,0.0008530583,0.002357334,0.00014567604,0.00002892407,0.0025398294],"genre_scores_gemma":[0.995925,0.00004028798,0.00025557436,0.0010370173,0.000042910717,0.0017444921,0.000075064214,0.000010850256,0.0008687907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986935,0.0001918065,0.00026066753,0.00019303184,0.00007119265,0.00058974605],"domain_scores_gemma":[0.9989892,0.0000810526,0.00022687252,0.00037868935,0.0000090524345,0.0003150846],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00070956285,0.000113318885,0.00023120023,0.00007092868,0.0022666575,0.000067316854,0.0001914636,0.000046766738,0.000047139587],"category_scores_gemma":[0.00002263746,0.00010963255,0.000032439904,0.000025606021,0.00008381883,0.00016078382,0.00007366515,0.00027663793,0.0000024408375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016057216,0.0005364316,0.71677446,0.00007576573,0.000034091077,6.152145e-7,0.00886362,9.797596e-8,2.73303e-7,0.003079503,0.0052103056,0.26526427],"study_design_scores_gemma":[0.001943554,0.00010268052,0.98041785,0.000028379121,0.000002613933,0.0000043296645,0.0007925677,0.0000029765731,0.0000045409965,0.0004265033,0.016200475,0.00007351055],"about_ca_topic_score_codex":0.7429439,"about_ca_topic_score_gemma":0.83724827,"teacher_disagreement_score":0.26519075,"about_ca_system_score_codex":0.00095848105,"about_ca_system_score_gemma":0.000053887168,"threshold_uncertainty_score":0.99903226},"labels":[],"label_agreement":null},{"id":"W2985625694","doi":"10.1093/geroni/igz038.1729","title":"INTERVENTIONS TO REDUCE STIGMA OF DEMENTIA: FINDINGS FROM A SCOPING REVIEW","year":2019,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Saskatchewan; University of Regina","funders":"","keywords":"Psychological intervention; Dementia; Stigma (botany); Psychology; Inclusion (mineral); Clinical psychology; Medicine; Nursing; Gerontology; Psychiatry; Social psychology; Disease","score_opus":0.24794281298274304,"score_gpt":0.535963565507762,"score_spread":0.288020752525019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985625694","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000577003,0.9932632,0.00017262589,0.00015204483,0.0011874867,0.0033174243,0.000052434596,0.000023450742,0.0012543708],"genre_scores_gemma":[0.00029370715,0.9970615,0.00037314338,0.00035817042,0.00007486337,0.00075351546,0.0006053665,0.000034662502,0.0004450586],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99683315,0.000173197,0.002142527,0.00043857854,0.00016778088,0.00024477104],"domain_scores_gemma":[0.9983978,0.00019848389,0.00089434435,0.00039644368,0.000085361404,0.000027532753],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006991469,0.00024420733,0.0012130777,0.00088325905,0.000052556585,0.00002135586,0.00029831036,0.00012843176,0.0017160091],"category_scores_gemma":[0.00009094325,0.00023264282,0.000180719,0.0023228414,0.0000148832905,0.000107460015,0.000115941846,0.00026269263,0.00040399993],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023820787,0.00007687398,0.00022161067,0.26999387,0.00007593375,0.0000034691784,0.0001527001,8.3295255e-8,4.5620175e-7,0.0009698259,0.0012468324,0.72725594],"study_design_scores_gemma":[0.00031822984,0.000026740045,0.00018547826,0.9646323,0.00035363692,0.000002180627,0.000035698406,1.0141607e-7,0.0000033077797,0.00004424899,0.034211095,0.000186986],"about_ca_topic_score_codex":0.00022037473,"about_ca_topic_score_gemma":0.000024638079,"teacher_disagreement_score":0.72706896,"about_ca_system_score_codex":0.00015642354,"about_ca_system_score_gemma":0.000081594415,"threshold_uncertainty_score":0.9991965},"labels":[],"label_agreement":null},{"id":"W2985865217","doi":"10.1080/07448481.2019.1682002","title":"Correlates of explicit and implicit stigmatizing attitudes of Canadian undergraduate university students toward mental illness: A cross-sectional study","year":2019,"lang":"en","type":"article","venue":"Journal of American College Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; McGill University; Impact","funders":"McMaster University","keywords":"Mental illness; Stigma (botany); Demographics; Psychology; Implicit-association test; Clinical psychology; Mental health; Test (biology); Association (psychology); Cross-sectional study; Social stigma; Social distance; Psychiatry; Medicine; Social psychology; Family medicine; Disease; Demography; Coronavirus disease 2019 (COVID-19)","score_opus":0.03313026848383404,"score_gpt":0.3766152793296098,"score_spread":0.34348501084577576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985865217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99741,0.00024548662,0.0000063757143,0.00045015907,0.0005436602,0.0007398608,0.0001662946,0.000004747678,0.0004334057],"genre_scores_gemma":[0.99918646,0.00018581568,0.000119673714,0.00009776747,0.000029054861,0.0000017860827,0.0000037577774,0.0000134174525,0.00036228573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808985,0.00022504662,0.00074466626,0.00020129792,0.0004207016,0.00031846252],"domain_scores_gemma":[0.9979127,0.00016976621,0.0012767849,0.00014306082,0.0001361914,0.00036147772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005749603,0.00015031306,0.00060959434,0.00069134065,0.00022731717,0.000015907679,0.0002593909,0.000038538292,0.0001266646],"category_scores_gemma":[0.000008377848,0.00013775265,0.0000809207,0.00063997053,0.00012475437,0.00016241956,0.000060897233,0.00019826229,0.000005442319],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005545883,0.000804735,0.9928619,0.000101532285,0.00024735308,0.000042006017,0.003772788,0.0000069596867,0.000016178628,0.00070109963,0.00015274319,0.0007380761],"study_design_scores_gemma":[0.0029609106,0.0032981539,0.96569115,0.00007717977,0.000023203775,0.00009257673,0.027549447,0.0000063551765,0.00000804166,0.000019324505,0.00017755997,0.00009610369],"about_ca_topic_score_codex":0.11190853,"about_ca_topic_score_gemma":0.018710382,"teacher_disagreement_score":0.09319815,"about_ca_system_score_codex":0.0006652598,"about_ca_system_score_gemma":0.0005138662,"threshold_uncertainty_score":0.9991956},"labels":[],"label_agreement":null},{"id":"W2988240055","doi":"10.1007/s40596-019-01133-8","title":"Implicit Stigma Recognition and Management for Health Professionals","year":2019,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Associated Medical Services; Academic Medical Organization of Southwestern Ontario; London Health Sciences Centre","keywords":"Stigma (botany); Health professionals; Psychology; MEDLINE; Medical education; Medicine; Psychiatry; Health care; Political science","score_opus":0.053557753169639816,"score_gpt":0.42727805714628064,"score_spread":0.3737203039766408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988240055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96058923,0.0050045373,0.00008432753,0.018549005,0.0043917987,0.0034104872,0.000110471956,0.00008271901,0.0077774134],"genre_scores_gemma":[0.91692084,0.0016887301,0.0051649255,0.053728126,0.0009871556,0.0019805524,0.00052316906,0.00008325933,0.018923242],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986616,0.00006185903,0.00035332612,0.00040436242,0.00011264082,0.00040623592],"domain_scores_gemma":[0.9994199,0.00006304442,0.00018585126,0.00018594274,0.000012127042,0.00013311299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003417971,0.0001449764,0.000196275,0.000093098475,0.0001808858,0.0000072576745,0.00012885236,0.00016648899,0.0004946925],"category_scores_gemma":[0.0000015940745,0.00012625585,0.00004171002,0.0000970294,0.00001567934,0.00009832963,0.000042145133,0.0002276439,0.0006177153],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006926255,0.00043791655,0.15368031,0.0021191759,0.00020639168,9.2848126e-7,0.0010948739,1.2509965e-7,0.00002791542,0.039001994,0.37802863,0.4247091],"study_design_scores_gemma":[0.0137226945,0.0014078073,0.74815077,0.001977322,0.0001255303,0.00005632241,0.0053176787,0.000027156251,0.00003984168,0.12512584,0.10315926,0.0008897659],"about_ca_topic_score_codex":0.000030670675,"about_ca_topic_score_gemma":0.0000052183054,"teacher_disagreement_score":0.5944705,"about_ca_system_score_codex":0.00004405516,"about_ca_system_score_gemma":0.00002298748,"threshold_uncertainty_score":0.7939687},"labels":[],"label_agreement":null},{"id":"W2988244630","doi":"10.1186/s13033-019-0327-2","title":"The Sub-Saharan Africa Regional Partnership (SHARP) for Mental Health Capacity Building: a program protocol for building implementation science and mental health research and policymaking capacity in Malawi and Tanzania","year":2019,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs","funders":"National Institute of Mental Health; Muhimbili University of Health and Allied Sciences","keywords":"Tanzania; Capacity building; General partnership; Mental health; Health administration; Protocol (science); Capacity development; Economic growth; Political science; Public health; Medicine; Socioeconomics; Nursing; Geography; Sociology; Environmental planning; Psychiatry; Economics; Alternative medicine","score_opus":0.3686271515706188,"score_gpt":0.5711840210131519,"score_spread":0.2025568694425331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988244630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84727806,0.0018670032,0.000043030395,0.032331116,0.0014495213,0.11657117,0.00036241094,0.000022138178,0.00007557096],"genre_scores_gemma":[0.9739124,0.00023284067,0.0014287994,0.0006355559,0.00041054937,0.023245027,0.000035500227,0.000035389356,0.000063914296],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994745,0.00055161834,0.0015369979,0.000570049,0.0014542555,0.0011420615],"domain_scores_gemma":[0.9970091,0.0004169275,0.0014191323,0.00015632423,0.0004391002,0.0005594064],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01088784,0.00026978244,0.00050820626,0.0005894215,0.0017031054,0.0004256625,0.00045654306,0.0000732175,0.000007964554],"category_scores_gemma":[0.000039683673,0.00021194594,0.000064495674,0.0003232611,0.00043591677,0.0005855225,0.00014073735,0.00037406947,9.57177e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023887604,0.0052442993,0.16677642,0.009256236,0.00087925175,0.000015032184,0.0746766,0.0000092222635,0.0044690813,0.16695747,0.1176268,0.43020198],"study_design_scores_gemma":[0.08321466,0.04127586,0.111450784,0.012646846,0.000020039199,0.0039615,0.057601362,0.0061723534,0.0010302967,0.0052162255,0.67593634,0.0014737442],"about_ca_topic_score_codex":0.0025171523,"about_ca_topic_score_gemma":0.00073822326,"teacher_disagreement_score":0.5583095,"about_ca_system_score_codex":0.0029825172,"about_ca_system_score_gemma":0.00069153286,"threshold_uncertainty_score":0.99959654},"labels":[],"label_agreement":null},{"id":"W2988272886","doi":"","title":"An inquiry into stigma within mental health care policy","year":2017,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Stigma (botany); Paternalism; Mental health; Mental illness; Public policy; Deviance (statistics); Psychology; Health care; Sociology; Critical discourse analysis; Criminology; Social psychology; Political science; Psychiatry","score_opus":0.057113780272983285,"score_gpt":0.4108813131104913,"score_spread":0.353767532837508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988272886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6766339,0.0004130631,0.0000054210986,0.00038785662,0.061584104,0.0030869783,0.00024254208,0.0003292924,0.25731683],"genre_scores_gemma":[0.63181216,0.0002835947,0.00013996263,0.000034249995,0.022111371,0.0000044431017,0.005209421,0.00015660348,0.3402482],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99097866,0.0030829033,0.0005751683,0.0020019352,0.0017462245,0.0016150957],"domain_scores_gemma":[0.99442613,0.00017613672,0.0009955276,0.0020727757,0.00086837687,0.0014610504],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010225384,0.00080614386,0.0011137726,0.0030566303,0.010673865,0.00044448135,0.0035955964,0.001275709,0.0003628963],"category_scores_gemma":[0.00007925172,0.0009911337,0.00041997162,0.0012703615,0.00082156097,0.0013950506,0.00041320157,0.0020723299,0.00027304344],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10973369,0.0048555075,0.002536625,0.0033903678,0.002935417,0.020193884,0.54639184,0.000026047604,0.0036540548,0.06428342,0.13973258,0.10226655],"study_design_scores_gemma":[0.017596561,0.005894593,0.0046603563,0.00093292067,0.00036823662,0.000054860586,0.46628547,0.000012478213,0.0039085983,0.00023222415,0.4978432,0.0022104841],"about_ca_topic_score_codex":0.08133103,"about_ca_topic_score_gemma":0.014456245,"teacher_disagreement_score":0.3581106,"about_ca_system_score_codex":0.007906744,"about_ca_system_score_gemma":0.0050317636,"threshold_uncertainty_score":0.9992539},"labels":[],"label_agreement":null},{"id":"W2989573006","doi":"","title":"Evaluating Training Programs for Primary Care Providers in Child/Adolescent Mental Health in Canada: A Systematic Review.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; Western University; London Health Sciences Centre","funders":"","keywords":"Mental health; Inclusion (mineral); Nursing; Health care; Primary care; Medicine; Mental health care; Capacity building; Psychology; Medical education; Family medicine; Psychiatry; Political science; Social psychology","score_opus":0.11016020858951696,"score_gpt":0.3917541933798747,"score_spread":0.28159398479035774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989573006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7160334,0.123233035,0.000010256791,0.014199894,0.002683002,0.13775383,0.00012847979,0.00011286919,0.0058452636],"genre_scores_gemma":[0.96475327,0.000096979165,0.00013298429,0.004438937,0.00008448797,0.030185288,0.00020397811,0.00002598883,0.000078097575],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974433,0.000315675,0.000791016,0.0003758822,0.00023641235,0.00083772483],"domain_scores_gemma":[0.99924326,0.000045339537,0.0003008366,0.00022057665,0.000032506625,0.00015749717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012089836,0.00017545829,0.0006068687,0.000085549305,0.00014122804,0.000018456618,0.00016774505,0.000035671797,0.000008951264],"category_scores_gemma":[0.000043657343,0.00015020581,0.000047213958,0.00023950575,0.000025453257,0.00008019192,0.000027707198,0.00012738434,0.0000030792935],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013391345,0.00022924088,0.014298636,0.2300476,0.000036515496,0.000007908137,0.009925766,2.3369137e-7,1.0167559e-7,0.000022432207,0.0010155617,0.7442821],"study_design_scores_gemma":[0.011734964,0.0007558703,0.7521697,0.19584775,0.0001495009,0.000066503,0.037611607,0.00012280424,0.0000077352815,0.000037690876,0.0006768491,0.00081899296],"about_ca_topic_score_codex":0.23986244,"about_ca_topic_score_gemma":0.7391895,"teacher_disagreement_score":0.7434631,"about_ca_system_score_codex":0.0036230835,"about_ca_system_score_gemma":0.00045974302,"threshold_uncertainty_score":0.9474237},"labels":[],"label_agreement":null},{"id":"W2989816684","doi":"10.1016/j.schres.2019.10.063","title":"Group cognitive behaviour therapy for supported employment – Results of a randomized controlled cohort trial","year":2019,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Institut Universitaire en Santé Mentale de Québec; Université du Québec à Montréal; Université de Montréal; Cégep Marie-Victorin","funders":"Canadian Institutes of Health Research","keywords":"Randomized controlled trial; Psychological intervention; Intervention (counseling); Cognitive behavioral therapy; Cognition; Physical therapy; Session (web analytics); Medicine; Cognitive therapy; Cohort; Psychology; Clinical psychology; Psychiatry; Surgery","score_opus":0.0762541477020649,"score_gpt":0.44910956833422877,"score_spread":0.37285542063216387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989816684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.949536,0.00065663713,0.00001679751,0.000303791,0.001072542,0.042711675,0.00031290084,0.00004461929,0.0053449823],"genre_scores_gemma":[0.97598207,0.00012368325,0.000113540125,0.000045034394,0.00025286025,0.012561056,0.00045846959,0.000046683454,0.010416614],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9936797,0.002365669,0.001383322,0.0007296396,0.0010087834,0.0008328867],"domain_scores_gemma":[0.99206364,0.006228777,0.0004388475,0.00050186703,0.00056897686,0.0001978985],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011454401,0.00027229637,0.0019564284,0.0004785292,0.00021554141,0.000054457312,0.0003555076,0.0002204814,0.0020515504],"category_scores_gemma":[0.00051440176,0.00018742918,0.0006349741,0.00036252697,0.0002812229,0.000092844486,0.00006959208,0.00038586854,0.0003282724],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98599,0.0018464429,0.002229717,0.000023639135,0.0010432862,0.000014180111,0.00032354298,4.7184493e-8,0.0002494333,0.0026733952,0.0012446169,0.0043617026],"study_design_scores_gemma":[0.98573524,0.0044927658,0.006879558,0.00007937696,0.0001396347,0.0000021844835,0.0003473834,0.000022652815,0.0009583679,0.0010954527,0.00007852576,0.00016888803],"about_ca_topic_score_codex":0.0010007558,"about_ca_topic_score_gemma":0.00007082905,"teacher_disagreement_score":0.03015062,"about_ca_system_score_codex":0.000081687795,"about_ca_system_score_gemma":0.00014915924,"threshold_uncertainty_score":0.9988607},"labels":[],"label_agreement":null},{"id":"W2990047752","doi":"10.5539/ijps.v11n4p96","title":"Attitudes toward Mental Illness among Minority Freshmen in China","year":2019,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental illness; Psychology; Sympathy; Stereotype (UML); Clinical psychology; Social distance; Ethnic group; Mental health; Stereotype threat; Scale (ratio); Anger; Psychiatry; Social psychology; Medicine; Disease","score_opus":0.08153670332471438,"score_gpt":0.47313665312962583,"score_spread":0.3915999498049114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990047752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763761,0.002283842,0.000004874242,0.001643299,0.0068103876,0.00022361695,0.0000115892435,0.000011778221,0.012634479],"genre_scores_gemma":[0.997656,0.0005738221,0.00010937383,0.0003140914,0.00038522552,0.000016911203,0.0000043638074,0.000006330842,0.0009339116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983308,0.0001205989,0.000609406,0.00024394966,0.00044987045,0.00024537614],"domain_scores_gemma":[0.9992193,0.00011967571,0.00034692677,0.00010735735,0.00013181583,0.000074903845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041611926,0.00016540622,0.0003660349,0.00016961477,0.00005063116,0.000029944318,0.00054341846,0.00008840256,0.0020679436],"category_scores_gemma":[0.00003762741,0.000111385,0.00013652028,0.0001073193,0.00012875877,0.00020831109,0.00011649508,0.0003002447,0.0001745085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062147295,0.001157205,0.9723705,0.0000135848495,0.00041807775,0.00030532636,0.00274231,0.0000032752375,0.000040758077,0.0010027128,0.0033249059,0.017999893],"study_design_scores_gemma":[0.0024957464,0.00048094348,0.9926562,0.00009945466,0.000011164495,0.00008245372,0.0015939557,0.0000015823216,0.000033601387,0.0011783271,0.0012418663,0.00012475396],"about_ca_topic_score_codex":0.00011751359,"about_ca_topic_score_gemma":0.000047138095,"teacher_disagreement_score":0.021279836,"about_ca_system_score_codex":0.00020080364,"about_ca_system_score_gemma":0.000004472475,"threshold_uncertainty_score":0.9988443},"labels":[],"label_agreement":null},{"id":"W2990226732","doi":"10.2196/16267","title":"Willingness to Seek Help for Depression in Young African American Adults: Study Protocol","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Texas at Austin","keywords":"Psychological intervention; Focus group; Intervention (counseling); Psychology; Theory of planned behavior; Gerontology; Stigma (botany); Clinical psychology; Medicine; Psychiatry","score_opus":0.18550483595436434,"score_gpt":0.6200601683651574,"score_spread":0.4345553324107931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990226732","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22471613,3.8572512e-7,0.000009536691,0.0001434143,0.000019488602,0.77022517,0.000015210397,0.000059348975,0.0048113144],"genre_scores_gemma":[0.31855944,1.4532488e-8,0.00012344074,0.000035733054,0.00009733138,0.67904866,0.0000061434307,0.000046768986,0.0020824727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953697,0.0008943006,0.0005826525,0.0010118731,0.0008329795,0.0013084938],"domain_scores_gemma":[0.99803174,0.00033784108,0.00016058944,0.0008805437,0.0002425702,0.00034673786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001576382,0.0002715208,0.00045365858,0.00043778797,0.00026076095,0.00012560246,0.0007591302,0.00009429134,0.0006162168],"category_scores_gemma":[0.000055439,0.00021568646,0.000066565655,0.0013270214,0.00008792641,0.00020145922,0.000290884,0.00049906224,0.00075496425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018152436,0.0063841776,0.9073313,0.0007745207,0.00001845887,0.00003064765,0.0060132206,0.0000021856956,0.00016992095,0.00006581976,0.0020710533,0.05898627],"study_design_scores_gemma":[0.03048531,0.029572798,0.8225698,0.0034490821,0.0000023456255,0.000005028714,0.030962287,0.000079439305,0.000815482,0.00017119994,0.0812511,0.00063614495],"about_ca_topic_score_codex":0.0018698385,"about_ca_topic_score_gemma":0.0011274179,"teacher_disagreement_score":0.09384331,"about_ca_system_score_codex":0.00031367064,"about_ca_system_score_gemma":0.000084450396,"threshold_uncertainty_score":0.970379},"labels":[],"label_agreement":null},{"id":"W2991420543","doi":"10.1017/s2045796019000507","title":"On the need for epidemiology in psychiatric sciences","year":2019,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Institutes of Health; King's College London; Department of Health and Social Care; National Institute of Mental Health; Medical Research Council; National Institute for Health and Care Research","keywords":"Content (measure theory); Epidemiology; Psychiatric epidemiology; Action (physics); Psychiatry; Psychology; Medicine; Mental health; Pathology; Mathematics","score_opus":0.14167189204467348,"score_gpt":0.45663876342257437,"score_spread":0.3149668713779009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991420543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88457376,0.010537379,0.00016940251,0.060792297,0.005123879,0.0014285822,0.000011368846,0.000037532252,0.037325803],"genre_scores_gemma":[0.97554827,0.0003331079,0.002344927,0.020138139,0.0003092852,0.0002954402,0.0000048890543,0.000009872341,0.001016078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947021,0.0019484723,0.0009442626,0.0011176466,0.00011908163,0.0011684101],"domain_scores_gemma":[0.9740637,0.02498575,0.00046467694,0.00033970468,0.00001765374,0.00012853622],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016735263,0.00028326493,0.0006993838,0.0005404722,0.0013395991,0.0000144969,0.0007630739,0.0002744088,0.00084402156],"category_scores_gemma":[0.0011990822,0.00015959272,0.00014352628,0.001409376,0.0012618839,0.00012447972,0.000056763245,0.00032319187,0.00034236102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010123242,0.00007970353,0.518637,0.000013841247,0.000008963105,2.5204022e-7,0.00009892074,0.00003985286,4.0745886e-7,0.46899354,0.009261726,0.0027645337],"study_design_scores_gemma":[0.0012532593,0.0023103503,0.4967967,0.000020463303,0.000019729538,0.000020053889,0.0008864858,0.0008505845,7.996193e-7,0.49429014,0.0033040664,0.0002473484],"about_ca_topic_score_codex":0.0005412513,"about_ca_topic_score_gemma":0.000098972596,"teacher_disagreement_score":0.09097451,"about_ca_system_score_codex":0.00002708292,"about_ca_system_score_gemma":0.00007138446,"threshold_uncertainty_score":0.99996054},"labels":[],"label_agreement":null},{"id":"W2991561062","doi":"10.1016/j.jad.2019.11.105","title":"The role of relapse prevention for depression in collaborative care: A systematic review","year":2019,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Coventry University; National Institute for Health and Care Research","keywords":"Relapse prevention; Collaborative Care; Psychological intervention; Medicine; Context (archaeology); Intervention (counseling); Depression (economics); Randomized controlled trial; Systematic review; MEDLINE; Psychiatry; Mental health; Internal medicine","score_opus":0.020638685446236055,"score_gpt":0.42419802436142073,"score_spread":0.4035593389151847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991561062","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043608874,0.98735344,0.000014139326,0.000018232158,0.0005769389,0.011029965,0.000029069046,0.000002259637,0.0009323445],"genre_scores_gemma":[0.0006421912,0.9979484,0.000015732416,0.000010155568,0.000030478213,0.001116676,0.000020327185,0.000030412117,0.00018562186],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9965979,0.0014677332,0.0013198684,0.00018984653,0.00022492149,0.00019974701],"domain_scores_gemma":[0.9944756,0.0015173269,0.003446843,0.00026800757,0.00025105517,0.000041135885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010516399,0.0002653643,0.0022491298,0.00018526783,0.000086239656,0.0000134250195,0.0003094091,0.00017289526,0.000014341876],"category_scores_gemma":[0.00028163157,0.00014177822,0.0006580759,0.0004553107,0.000035126348,0.00010373145,0.000026883716,0.00030050954,0.000009060808],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008090036,0.00015662228,0.00005119644,0.5364923,0.0003771987,0.0000010761102,0.0004962523,1.966453e-7,3.3631615e-8,0.000111187976,0.00020404172,0.462029],"study_design_scores_gemma":[0.0015546504,0.0012253047,0.000042690783,0.9310057,0.0041043847,0.000018175444,0.003333867,6.4058446e-7,0.0000010044268,0.00056916097,0.057956435,0.0001879445],"about_ca_topic_score_codex":0.00002055798,"about_ca_topic_score_gemma":0.000114979324,"teacher_disagreement_score":0.46184108,"about_ca_system_score_codex":0.00028189598,"about_ca_system_score_gemma":0.0002035793,"threshold_uncertainty_score":0.5781548},"labels":[],"label_agreement":null},{"id":"W2991923527","doi":"10.1177/0706743719890161","title":"Primary Care Practitioner Training in Child and Adolescent Psychiatry (PTCAP): A Cluster-Randomized Trial","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; London Health Sciences Centre; Centre for Family Medicine; Western University","funders":"Children's Health Foundation","keywords":"Child and adolescent psychiatry; Primary care; Randomized controlled trial; Cluster (spacecraft); Cluster randomised controlled trial; Psychiatry; Psychology; Medicine; Family medicine","score_opus":0.016846379221879638,"score_gpt":0.29937068099660086,"score_spread":0.2825243017747212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991923527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8751467,0.017468663,0.00000881504,0.043761127,0.018692669,0.0023815278,0.000025985326,0.000008816754,0.042505696],"genre_scores_gemma":[0.9913047,0.000054677028,0.00064280553,0.006232899,0.001362663,0.000033996123,0.000014147896,0.000030448577,0.0003236787],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9978427,0.0005274289,0.0007652029,0.00021262454,0.00021014358,0.00044184865],"domain_scores_gemma":[0.9986245,0.00010961235,0.00056009996,0.0002651283,0.000051665975,0.00038896303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010973763,0.00020599553,0.00056025886,0.00035225958,0.00030287888,0.00007790135,0.00027917288,0.0001517429,0.0005200134],"category_scores_gemma":[0.000017150776,0.00014126024,0.00019459763,0.00019001395,0.00012715303,0.0001738974,0.000012402688,0.0007262949,0.000046200235],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.73296446,0.0006534202,0.12404841,0.0009661873,0.00074408494,0.000119359094,0.031611122,0.000051498737,0.0000011067714,0.05713529,0.027556399,0.024148649],"study_design_scores_gemma":[0.92361426,0.0008176761,0.04101175,0.001559921,0.00023849383,0.00086094846,0.017915282,0.000008178832,4.7267534e-7,0.009409423,0.004197949,0.00036564723],"about_ca_topic_score_codex":0.0036404198,"about_ca_topic_score_gemma":0.12992449,"teacher_disagreement_score":0.1906498,"about_ca_system_score_codex":0.00023575043,"about_ca_system_score_gemma":0.001601675,"threshold_uncertainty_score":0.8859521},"labels":[],"label_agreement":null},{"id":"W2992467576","doi":"10.1007/s40596-019-01159-y","title":"Comment on “The Potential Effect of the Psychiatric Clerkship and Contact-Based Hypothesis on Explicit and Implicit Stigmatizing Attitudes of Canadian Medical Students Towards Mental Illness”","year":2019,"lang":"en","type":"letter","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Psychiatry; Psychology; Stigma (botany); Clinical psychology; Mental health","score_opus":0.024978619411085676,"score_gpt":0.33186728606183613,"score_spread":0.30688866665075043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992467576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5682557,0.0011355699,4.5825433e-7,0.4243676,0.0034661973,0.0017661605,0.00024844034,0.00001335429,0.00074647286],"genre_scores_gemma":[0.6132886,0.00024321352,0.000010305174,0.38539398,0.00072320044,0.00016096456,0.00003729256,0.00005698652,0.000085486354],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99519414,0.00094105327,0.00089808996,0.00072313275,0.0015271943,0.0007163915],"domain_scores_gemma":[0.9970383,0.0011668412,0.0007372698,0.00077466,0.000024542273,0.00025839737],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0012390263,0.0006375753,0.00089705444,0.00058289536,0.00041667852,0.00003577438,0.0015057478,0.0015426808,0.0004947777],"category_scores_gemma":[0.00005586551,0.0003780123,0.0002446098,0.00037005695,0.00019276649,0.00004548747,0.00017957034,0.0029433486,0.00003577595],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046034277,0.0001769079,0.21811278,0.0009234093,0.00046740274,0.000009660571,0.00025200297,2.9987623e-7,0.0000104380515,0.0006027695,0.7740809,0.0049031046],"study_design_scores_gemma":[0.012445389,0.0036238662,0.87764674,0.00508371,0.0011660735,0.0000872434,0.00055431935,0.000023809558,0.0003461714,0.0003947121,0.09729452,0.0013334184],"about_ca_topic_score_codex":0.014748435,"about_ca_topic_score_gemma":0.0009849967,"teacher_disagreement_score":0.67678636,"about_ca_system_score_codex":0.0001796413,"about_ca_system_score_gemma":0.00024841438,"threshold_uncertainty_score":0.9998672},"labels":[],"label_agreement":null},{"id":"W2992749638","doi":"10.1093/heapol/czz138","title":"Building capacity in mental health care in low- and middle-income countries by training primary care physicians using the mhGAP: a randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Mitacs","keywords":"Mental health; Medicine; Randomized controlled trial; Intervention (counseling); Family medicine; Nursing; Physical therapy; Psychiatry; Internal medicine","score_opus":0.057939837021898574,"score_gpt":0.40151883202471206,"score_spread":0.34357899500281347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992749638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96323854,0.026346115,0.000011237079,0.0023913148,0.0006029022,0.006597703,0.00012918457,0.000026543523,0.00065648934],"genre_scores_gemma":[0.99224514,0.00034214184,0.00013867808,0.0065848115,0.0002941737,0.0002579221,0.00007257663,0.000025083982,0.000039486615],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9962756,0.0013044103,0.0009344068,0.0004137268,0.00020796918,0.00086385483],"domain_scores_gemma":[0.9981262,0.0010248916,0.0005152657,0.00016017423,0.000018962623,0.00015451114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015857852,0.00029291847,0.0016124151,0.00027434123,0.00057137926,0.00006209118,0.00010492185,0.00012494517,0.000010670892],"category_scores_gemma":[0.000034980585,0.00021881047,0.00008436291,0.00022463934,0.0001314902,0.00014558813,0.00004079768,0.00039661507,0.0000014588152],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.45479554,0.000088492896,0.010107272,0.0032222176,0.000086254804,0.000009716001,0.5254881,0.00003704379,0.0000043228724,0.0016142864,0.00004165008,0.0045051225],"study_design_scores_gemma":[0.9455971,0.00050718774,0.0024912618,0.004673167,0.00001840277,0.000017141463,0.045472234,0.000445805,0.0000028971258,0.00007654153,0.000421712,0.00027655275],"about_ca_topic_score_codex":0.017671965,"about_ca_topic_score_gemma":0.0006476156,"teacher_disagreement_score":0.49080157,"about_ca_system_score_codex":0.00068938703,"about_ca_system_score_gemma":0.00035399426,"threshold_uncertainty_score":0.9888694},"labels":[],"label_agreement":null},{"id":"W2994845737","doi":"10.1016/j.jpsychores.2019.109892","title":"Probability of major depression diagnostic classification based on the SCID, CIDI and MINI diagnostic interviews controlling for Hospital Anxiety and Depression Scale – Depression subscale scores: An individual participant data meta-analysis of 73 primary studies","year":2019,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Institut universitaire de cardiologie et de pneumologie de Québec; University of Toronto; University Health Network; Health Sciences Centre; McGill University; McGill University Health Centre; Jewish General Hospital; Sunnybrook Health Science Centre; Alberta Health; University of Alberta; Institut Universitaire en Santé Mentale de Québec; Alberta Health Services; Université du Québec à Chicoutimi; Ontario Brain Institute; University of Calgary; Concordia University","funders":"Departament d'Universitats, Recerca i Societat de la Informació; Comisión Nacional de Investigación Científica y Tecnológica; Medical Research Council; Fonds de Recherche du Québec - Santé; Universität Leipzig; Irish Cancer Society; Deutsche Krebshilfe; Cumming School of Medicine, University of Calgary; Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Australian Government; University of Sydney; Norges Forskningsråd; Universiti Sains Malaysia; McGill University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Alberta Health Services; Société Française de Dermatologie et de Pathologie Sexuellement Transmissible; Ministry of Health, Labour and Welfare; Chest Heart and Stroke Scotland; Multiple Sclerosis Society; Instituto Nacional de Ciência e Tecnologia Translacional em Medicina; Canadian Prostate Cancer Research Initiative; Ministry of Education, Science and Technology; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; Universiteit Maastricht; National Science Council; University of Calgary; University of Melbourne; Università degli Studi di Ferrara; Universität Heidelberg; Transport Accident Commission; European Commission; Health Foundation Limburg; Alberta Innovates; National Research Foundation; National Institute for Health and Care Research; Waikato Medical Research Foundation; Canadian Institutes of Health Research; Multiple Sclerosis Society of Canada; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Agencia de Innovación y Desarrollo de Andalucía; Canadian Breast Cancer Research Alliance; Instituto de Salud Carlos III; National Research Foundation of Korea; Institut de recherche, Centre universitaire de santé McGill; Deutsche Rentenversicherung; Ministerio de Sanidad, Consumo y Bienestar Social; McGill University Health Centre; American Psychological Association; Hotchkiss Brain Institute; Hunter Medical Research Institute; Alberta Innovates - Health Solutions; National Health and Medical Research Council; Jewish General Hospital","keywords":"CIDI; Depression (economics); Psychology; Meta-analysis; Anxiety; Clinical psychology; Scale (ratio); Psychometrics; Psychiatry; Anxiety disorder; Medicine; Internal medicine; Cartography","score_opus":0.6956122188550681,"score_gpt":0.5620694088974824,"score_spread":0.13354280995758572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994845737","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.110702656,0.8820687,0.00020263383,0.00025506376,0.00031262918,0.005903198,0.00052777614,0.000005754434,0.0000215812],"genre_scores_gemma":[0.33473775,0.662365,0.0010241354,0.0000383527,0.00012684632,0.0013694466,0.00026824363,0.000055403325,0.000014791866],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9895891,0.004443958,0.0029588141,0.0009812956,0.0014840188,0.00054279563],"domain_scores_gemma":[0.9613693,0.032471865,0.0032554108,0.001980526,0.00065779086,0.00026514835],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01227334,0.0005036874,0.0043283724,0.0008832751,0.00033289863,0.000111601505,0.0014420041,0.0003254504,0.0000897611],"category_scores_gemma":[0.0038406078,0.00025264302,0.0009038083,0.0008752156,0.00050571334,0.00038248225,0.00042937056,0.0007363788,0.0000024395545],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014369836,0.0063783624,0.1231738,0.058086254,0.07589431,0.00001432367,0.004224588,0.000020103536,0.000023406594,0.000038710397,0.0022744634,0.7284347],"study_design_scores_gemma":[0.009008837,0.0052952818,0.24636956,0.052490074,0.6731161,0.0000435249,0.0045441804,0.0033783296,0.00009085713,0.001233981,0.0032647317,0.0011645552],"about_ca_topic_score_codex":0.00004187598,"about_ca_topic_score_gemma":0.000049659415,"teacher_disagreement_score":0.7272701,"about_ca_system_score_codex":0.00007679188,"about_ca_system_score_gemma":0.00017176065,"threshold_uncertainty_score":0.9999926},"labels":[],"label_agreement":null},{"id":"W2995176432","doi":"10.1177/1363461519890964","title":"Including culture in programs to reduce stigma toward people with mental disorders in low- and middle-income countries","year":2019,"lang":"en","type":"review","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; Programme Grants for Applied Research; Medical Research Council","keywords":"Stigma (botany); Psychological intervention; Mental health; Portuguese; Social stigma; Psychology; Language barrier; Intervention (counseling); Medicine; Psychiatry; Political science; Family medicine","score_opus":0.06174698141901897,"score_gpt":0.391947530764495,"score_spread":0.33020054934547605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995176432","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.081403725,0.9076559,0.0000010695574,0.00093532534,0.0018300036,0.0066687544,0.00010530151,0.000071407034,0.0013285095],"genre_scores_gemma":[0.043990858,0.9519724,0.00037774976,0.00010937406,0.00019089614,0.0013847414,0.0005173969,0.00009656635,0.0013599617],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678653,0.00019966131,0.00086677924,0.0010060128,0.00031643428,0.0008245613],"domain_scores_gemma":[0.99916583,0.000032217617,0.00022864513,0.00033213853,0.000019364445,0.0002218061],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018302721,0.0008215474,0.0016982418,0.00026708876,0.00016480708,0.00010597288,0.00041870342,0.00046795956,0.00012827967],"category_scores_gemma":[0.0000015788554,0.00052102096,0.00023291283,0.000890636,0.00008563148,0.00024878618,0.000046566962,0.0007000474,0.0001328844],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015406031,0.0018714336,0.15089694,0.19703136,0.00075376953,0.000032299336,0.07366125,0.0000021058318,2.0750748e-7,0.0014069205,0.00039795975,0.57240516],"study_design_scores_gemma":[0.018966336,0.0038751923,0.08147248,0.35497642,0.0017386514,0.00036311834,0.022938685,0.0000032725545,7.2897495e-7,0.0002390244,0.5102424,0.00518369],"about_ca_topic_score_codex":0.0011664523,"about_ca_topic_score_gemma":0.023563817,"teacher_disagreement_score":0.56722146,"about_ca_system_score_codex":0.00026430408,"about_ca_system_score_gemma":0.000091351874,"threshold_uncertainty_score":0.99972415},"labels":[],"label_agreement":null},{"id":"W2995536252","doi":"10.1007/s10597-019-00528-z","title":"Factors Associated with Perceived Continuity of Care Among Patients Suffering from Mental Disorders","year":2019,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep de l'Outaouais; McGill University; Douglas Mental Health University Institute","funders":"Fonds de Recherche du Québec - Santé","keywords":"Continuity of care; Mental health; Mood; Social support; Psychiatry; Rehabilitation; Mood disorders; Medicine; Clinical psychology; Substance use; Psychology; Health care; Anxiety; Social psychology","score_opus":0.046272939133686734,"score_gpt":0.35407803162146617,"score_spread":0.30780509248777943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995536252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99437726,0.0003870805,0.0000016568991,0.00008917937,0.0014596968,0.0011506733,0.00053261616,0.00003514567,0.001966676],"genre_scores_gemma":[0.9980751,0.00005661074,0.000014552746,0.00015412534,0.000025285282,0.000010314434,0.0014860651,0.00003752269,0.00014041728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676216,0.0013816428,0.00064591155,0.00018744476,0.0004376549,0.0005852013],"domain_scores_gemma":[0.99813724,0.0002451839,0.0007877321,0.0003816895,0.00008623094,0.00036193727],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039134955,0.0003003197,0.00058754877,0.00012444322,0.0013398409,0.000041269464,0.0004731341,0.00011647201,0.0011901445],"category_scores_gemma":[0.00001176874,0.00023651372,0.00013052385,0.0001542552,0.00014517772,0.00028787623,0.00014979552,0.001099652,0.000017271472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031739337,0.0011929411,0.9270922,0.000064330656,0.0001563392,5.593506e-7,0.06410221,7.0607035e-7,0.000013254945,0.000005180133,0.00021926031,0.00683565],"study_design_scores_gemma":[0.0056800195,0.0020392516,0.92613167,0.0005564008,0.000020292793,8.4015403e-7,0.065229855,0.000004915376,0.00004000146,0.00002043945,0.00009406842,0.00018223401],"about_ca_topic_score_codex":0.0088917995,"about_ca_topic_score_gemma":0.008070595,"teacher_disagreement_score":0.006653416,"about_ca_system_score_codex":0.0009845465,"about_ca_system_score_gemma":0.00006398819,"threshold_uncertainty_score":0.9999603},"labels":[],"label_agreement":null},{"id":"W2995573681","doi":"10.1016/j.ajp.2019.101899","title":"Adherence to the Malaysian clinical practice guideline for depression by general practitioners in private practice in Penang","year":2019,"lang":"en","type":"article","venue":"Asian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University College Dublin","keywords":"Private practice; Depression (economics); Management of depression; Medicine; Guideline; Family medicine; Clinical Practice; Primary care; Quarter (Canadian coin); Nursing; Psychiatry","score_opus":0.029533442134342953,"score_gpt":0.4560541038172779,"score_spread":0.42652066168293495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995573681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6888302,0.0033459815,0.0021677576,0.26374716,0.012410491,0.0026044606,0.00002648131,0.000014438441,0.026853012],"genre_scores_gemma":[0.80494666,0.00017313905,0.16851285,0.023435187,0.0016505738,0.00010586361,0.000029946761,0.0000539461,0.0010918281],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674666,0.0006757041,0.0015896906,0.00031131832,0.0003024964,0.00037410835],"domain_scores_gemma":[0.9973688,0.000554137,0.0014064566,0.0003406568,0.00015069573,0.00017921676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032647834,0.00016945176,0.00032356684,0.00016077771,0.00007817686,0.00004780211,0.00041935616,0.00014655592,0.00031343233],"category_scores_gemma":[0.000556385,0.00011821986,0.00012338329,0.00032425916,0.000021258958,0.000809456,0.00004105721,0.0006323344,0.00016201804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009147287,0.003915796,0.3272163,0.000068941044,0.00021991972,0.00013123124,0.0029674345,0.00016024867,0.00008278586,0.0052739093,0.5041911,0.14662506],"study_design_scores_gemma":[0.013342391,0.0046481267,0.082208455,0.0006585743,0.00019399392,0.0008855633,0.02278056,0.00013720735,0.000028979568,0.0016997837,0.87295055,0.0004658258],"about_ca_topic_score_codex":0.00015809652,"about_ca_topic_score_gemma":0.00014777678,"teacher_disagreement_score":0.36875945,"about_ca_system_score_codex":0.00007879064,"about_ca_system_score_gemma":0.00014498946,"threshold_uncertainty_score":0.4820866},"labels":[],"label_agreement":null},{"id":"W2995640143","doi":"10.1177/0706743719893591","title":"The Global Burden of Disease Methodology Has Been Good for Mental Disorders: But Not Good Enough","year":2019,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Danmarks Grundforskningsfond","keywords":"Burden of disease; Psychiatry; Psychology; Mental disease; Disease; Medicine; Internal medicine","score_opus":0.07178087866746098,"score_gpt":0.36397642014797926,"score_spread":0.2921955414805183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995640143","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059147933,0.010680475,0.000051355473,0.95492077,0.021081349,0.0015431812,0.0027334576,0.00000699279,0.0030676515],"genre_scores_gemma":[0.21190958,0.0005259046,0.0069231633,0.69403267,0.049817253,0.00036964111,0.00098121,0.00045902937,0.03498158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99627113,0.00092420285,0.0010513598,0.00035232888,0.00040286707,0.0009980857],"domain_scores_gemma":[0.9963247,0.0008506815,0.0014684248,0.0007881446,0.00012406523,0.0004439914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011601327,0.00044906235,0.0007333045,0.00016468792,0.0010104023,0.00012682824,0.0017594976,0.0005464995,0.00052575924],"category_scores_gemma":[0.00005029535,0.0002752269,0.0006739094,0.00015508574,0.0005064858,0.000091203125,0.000042034306,0.0012486014,0.000075522075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008782566,0.00006155991,0.0071229427,0.00023141308,0.0012098316,0.000035611258,0.00078945927,0.000004247017,4.557561e-7,0.013998189,0.9694756,0.006192413],"study_design_scores_gemma":[0.0024333836,0.0009088922,0.004829756,0.0001891238,0.00084154913,0.00012147352,0.0011810975,0.0000026222706,0.0000019383851,0.035097804,0.9540595,0.00033289863],"about_ca_topic_score_codex":0.051123265,"about_ca_topic_score_gemma":0.19611338,"teacher_disagreement_score":0.2608881,"about_ca_system_score_codex":0.00046192788,"about_ca_system_score_gemma":0.0030336578,"threshold_uncertainty_score":0.99997},"labels":[],"label_agreement":null},{"id":"W2996235934","doi":"10.2196/14637","title":"Prevalence of Mental Disorders, Cognitive Impairment, and Dementia Among Older Adults in Egypt: Protocol for a Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PsycINFO; Dementia; Medicine; MEDLINE; Population; Psychological intervention; Gerontology; Mental health; Systematic review; Psychiatry; Environmental health; Disease","score_opus":0.25593387864384054,"score_gpt":0.6266724697097684,"score_spread":0.3707385910659279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996235934","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013458543,0.32478744,8.265943e-7,0.000011071478,0.0000069689527,0.67461383,0.00024036352,0.000016326587,0.00032181188],"genre_scores_gemma":[0.000002103512,0.19105926,0.000011721621,0.00001575235,0.000025802245,0.80752414,0.000074498486,0.000079200596,0.0012075143],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9920353,0.0028335971,0.0020882234,0.0011419369,0.0008319701,0.0010689669],"domain_scores_gemma":[0.99644464,0.0010674766,0.0012852233,0.0007789008,0.00021115833,0.00021261684],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003288762,0.00063839555,0.0027870345,0.00051655463,0.00016664763,0.000066410605,0.00075040205,0.00036383464,0.00081725756],"category_scores_gemma":[0.0001237765,0.0004508808,0.00039552417,0.0006471711,0.0002717876,0.00023976351,0.0003838819,0.00070647104,0.00010311693],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004024176,0.0021205156,0.0010856686,0.91521806,0.00021233658,0.0000058178275,0.00031609074,5.143216e-10,8.799841e-9,0.00005349726,0.0018901979,0.07869542],"study_design_scores_gemma":[0.0067214635,0.0022801661,0.00050342205,0.95381075,0.00020874859,0.0000072564335,0.00011738799,0.0000015240196,4.31877e-7,0.000018165896,0.035987463,0.00034323076],"about_ca_topic_score_codex":0.00005240929,"about_ca_topic_score_gemma":0.000029615923,"teacher_disagreement_score":0.13372818,"about_ca_system_score_codex":0.00023278124,"about_ca_system_score_gemma":0.00022550097,"threshold_uncertainty_score":0.9997943},"labels":[],"label_agreement":null},{"id":"W2996373353","doi":"10.1177/0706743719895342","title":"Economic Burden of Depression and Associated Resource Use in Manitoba, Canada","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Manitoba; Centre for Addiction and Mental Health","funders":"Mitacs; Myriad Genetics","keywords":"Medicine; Cohort; Depression (economics); Medical prescription; Hazard ratio; Psychiatry; Health care; Cohort study; Emergency medicine; Demography; Internal medicine; Confidence interval","score_opus":0.0186352294328989,"score_gpt":0.2654229633418441,"score_spread":0.2467877339089452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996373353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921051,0.0013491629,5.9601504e-8,0.0023938008,0.0015987318,0.00014924307,0.00003003086,9.0078964e-7,0.00237292],"genre_scores_gemma":[0.99897164,0.0000055577125,0.000024644305,0.00030033707,0.00011277161,0.0000010922855,0.0000028466477,0.000009928513,0.00057119795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999158,0.000120775294,0.00033844466,0.00008735031,0.0000788349,0.00021659207],"domain_scores_gemma":[0.9992286,0.00008259031,0.00031488496,0.00015556379,0.000017504712,0.00020086697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028660594,0.00007872993,0.00017780876,0.00011896352,0.00008337995,0.000019977622,0.00019805455,0.00006320127,0.00037590382],"category_scores_gemma":[0.000007773688,0.0000581216,0.000029084495,0.000059573398,0.00003096064,0.000069485555,0.000008202752,0.0002016209,0.000007997266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054108976,0.000009290446,0.98655236,0.000009244102,0.000040499905,0.000017139364,0.00034246457,0.000055613527,0.0000013847493,0.0005905944,0.011415051,0.0009122413],"study_design_scores_gemma":[0.0011685853,0.00008045843,0.9933294,0.00015299354,0.000021834308,0.00004732995,0.0019089266,0.000016404927,0.0000045852325,0.0004812905,0.002717012,0.00007115901],"about_ca_topic_score_codex":0.9864276,"about_ca_topic_score_gemma":0.9997088,"teacher_disagreement_score":0.013281122,"about_ca_system_score_codex":0.00036960936,"about_ca_system_score_gemma":0.0011264669,"threshold_uncertainty_score":0.4115883},"labels":[],"label_agreement":null},{"id":"W2996385241","doi":"10.3390/ijerph17010025","title":"Exploring the Knowledge, Attitudes, and Behavioural Responses of Healthcare Students towards Mental Illnesses—A Qualitative Study","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental illness; Thematic analysis; Mental health; Qualitative research; Stigma (botany); Health care; Perception; Psychology; Mental healthcare; Psychiatry; Clinical psychology; Medicine","score_opus":0.3755607838385117,"score_gpt":0.5689539308737993,"score_spread":0.1933931470352876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996385241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98750913,0.003051202,0.0000012699576,0.007311198,0.0010995824,0.0007596725,0.00011242886,0.000003157159,0.0001523411],"genre_scores_gemma":[0.9972476,0.001845757,0.000019444029,0.00012098252,0.00010019381,0.000045959823,0.000013949728,0.0000137228535,0.0005924188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956135,0.0016736983,0.0006644798,0.00023554012,0.0013987371,0.0004140269],"domain_scores_gemma":[0.9984696,0.0005644296,0.0003224166,0.00015699865,0.00011942428,0.00036712605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048753605,0.0001340775,0.00028066162,0.00036343557,0.000261633,0.000097551245,0.0005325046,0.000031007938,0.00033244],"category_scores_gemma":[0.00005015271,0.00009188286,0.00004515974,0.00012776912,0.0002704294,0.00046662198,0.00035724542,0.0004474763,0.00001870261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011434287,0.0060408236,0.7089875,0.00005950917,0.0003630386,0.000036072382,0.13087074,4.0869384e-8,0.000042424555,0.0007700765,0.00016478282,0.15152156],"study_design_scores_gemma":[0.0019263608,0.0035095324,0.82242745,0.00007633771,0.0000033020292,0.00006383386,0.17068167,5.354129e-7,0.000015788215,0.000068432004,0.0011662403,0.000060525424],"about_ca_topic_score_codex":0.0017979267,"about_ca_topic_score_gemma":0.00020726005,"teacher_disagreement_score":0.15146105,"about_ca_system_score_codex":0.0004614452,"about_ca_system_score_gemma":0.00016602213,"threshold_uncertainty_score":0.3746874},"labels":[],"label_agreement":null},{"id":"W2997977504","doi":"10.1111/eip.12908","title":"Proportion of young people in the general population consulting general practitioners: Potential for mental health screening and prevention","year":2019,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada; King's College London","keywords":"Mental illness; Mental health; Medicine; Psychiatry; Population; Test (biology); Family medicine; Psychosis; Environmental health","score_opus":0.022104546761881547,"score_gpt":0.38672911022231726,"score_spread":0.3646245634604357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997977504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99248,0.0004337405,0.0015143248,0.0010200503,0.002264721,0.0020996951,0.000026084785,0.000014168003,0.00014721161],"genre_scores_gemma":[0.99517304,0.000010369747,0.0034205553,0.00006581174,0.00013677936,0.00020863536,0.00048551516,0.000013503032,0.00048581682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982919,0.00030307582,0.00072454434,0.0002722979,0.00018188714,0.00022630741],"domain_scores_gemma":[0.999223,0.000018225483,0.00056909566,0.00013342549,0.00002813665,0.000028136921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091924466,0.000115218965,0.00018961974,0.00019663046,0.000111725145,0.000037211466,0.000080451646,0.000077338016,0.00014937333],"category_scores_gemma":[0.0000066411453,0.00010189269,0.00011062382,0.00018448492,0.000015839234,0.00034483185,0.000018007822,0.00013496033,0.00000523519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042734714,0.00059902074,0.97628593,0.0002455644,0.000029307948,2.8253436e-7,0.0024865607,0.0000278646,0.000039911167,0.0060439124,0.0002755579,0.013538713],"study_design_scores_gemma":[0.0040083877,0.00071878143,0.9895987,0.00033588576,0.000012026251,0.000017118222,0.0029756182,0.00087904563,0.0000065835775,0.0013424944,0.000015568032,0.00008981716],"about_ca_topic_score_codex":0.0053976555,"about_ca_topic_score_gemma":0.0033886246,"teacher_disagreement_score":0.013448896,"about_ca_system_score_codex":0.00006710461,"about_ca_system_score_gemma":0.000012939487,"threshold_uncertainty_score":0.8159677},"labels":[],"label_agreement":null},{"id":"W2999052812","doi":"10.1007/s40596-020-01181-5","title":"Authors’ Response to Comment on “The Potential Effect of the Psychiatric Clerkship and Contact-Based Hypothesis on Explicit and Implicit Stigmatizing Attitudes of Canadian Medical Students Towards Mental Illness”","year":2020,"lang":"en","type":"letter","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; McGill University","funders":"","keywords":"Mental illness; Psychology; Psychiatry; Clinical psychology; Medical education; Medicine; Mental health","score_opus":0.03181283380711563,"score_gpt":0.3480267107191164,"score_spread":0.31621387691200076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999052812","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48387194,0.00042052023,9.639828e-7,0.5115498,0.0021338435,0.0015755425,0.0002640449,0.000015897263,0.0001674685],"genre_scores_gemma":[0.5481779,0.000063229876,0.000025510677,0.4507613,0.0006114627,0.00021647077,0.000020482545,0.00005477526,0.00006886201],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9939856,0.0019186898,0.0009627368,0.0008186593,0.0016019988,0.00071232975],"domain_scores_gemma":[0.99663526,0.0014869975,0.0005775207,0.0006884116,0.000025424562,0.0005863984],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017112619,0.0006462609,0.00088767556,0.0006778741,0.00052244135,0.000042930427,0.0015923391,0.0012418366,0.00041151128],"category_scores_gemma":[0.00018761148,0.0004028151,0.00022770204,0.00052819157,0.00016589665,0.0000375581,0.00024010023,0.0029740485,0.000033207056],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003432017,0.00014520591,0.05955965,0.00054099696,0.00038084088,0.00003133552,0.00089515036,3.2540498e-7,0.000048197664,0.0002550647,0.9301615,0.0045497683],"study_design_scores_gemma":[0.011089246,0.0070116343,0.78621906,0.0047800853,0.0010877561,0.00008743221,0.00091464637,0.000019566605,0.00063608814,0.00054079446,0.1861158,0.0014978911],"about_ca_topic_score_codex":0.010517016,"about_ca_topic_score_gemma":0.000800325,"teacher_disagreement_score":0.7440457,"about_ca_system_score_codex":0.00021564649,"about_ca_system_score_gemma":0.0003077207,"threshold_uncertainty_score":0.99984235},"labels":[],"label_agreement":null},{"id":"W2999060518","doi":"10.1017/s0033291719003805","title":"Disentangling trait, occasion-specific, and accumulated situational effects of psychological distress in adulthood: evidence from the 1958 and 1970 British birth cohorts","year":2020,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Economic and Social Research Council; Canadian Institutes of Health Research","keywords":"Trait; Psychology; Situational ethics; Distress; Demography; Clinical psychology; Developmental psychology; Social psychology","score_opus":0.08858780708431907,"score_gpt":0.4014283054567859,"score_spread":0.31284049837246686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999060518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97337353,0.017555503,0.00014167665,0.0071362373,0.0004885019,0.0009533835,0.000067223205,0.000050196075,0.0002337338],"genre_scores_gemma":[0.9934588,0.0030819448,0.00018985303,0.0027049158,0.00037071994,0.000088263034,0.00008008613,0.000013594807,0.0000118281605],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974676,0.00039490339,0.00062698696,0.0008381414,0.0003315065,0.00034090254],"domain_scores_gemma":[0.9968683,0.0023702336,0.00019066312,0.00024519442,0.000030165082,0.0002954066],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002908643,0.00023635039,0.0005588014,0.000038032515,0.00013485004,0.000024714542,0.0002717316,0.00019459781,0.0012652096],"category_scores_gemma":[0.0003793437,0.00015511081,0.000044892215,0.00034645974,0.0005398152,0.00009036395,0.00008069442,0.00039695235,0.000011576719],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019481182,0.0010655888,0.35515264,0.00014561487,0.00005951583,0.00090765354,0.005051914,0.000001688919,0.001112916,0.0002508085,0.0033940114,0.63090956],"study_design_scores_gemma":[0.003990619,0.0011386357,0.9925935,0.0007097615,0.00003280876,0.000050147755,0.00043944415,0.000080551996,0.000019865054,0.000698405,0.00009343894,0.00015281938],"about_ca_topic_score_codex":0.00026593995,"about_ca_topic_score_gemma":0.00004970379,"teacher_disagreement_score":0.63744086,"about_ca_system_score_codex":0.000017497387,"about_ca_system_score_gemma":0.0000010411845,"threshold_uncertainty_score":0.9996478},"labels":[],"label_agreement":null},{"id":"W2999379569","doi":"10.1177/0022146519887475","title":"Newcomers and Old Timers: An Erroneous Assumption in Mental Health Services Research","year":2019,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health","keywords":"Psychiatric epidemiology; Mental health; Epidemiology; Ethnic group; Premise; Psychology; Psychiatry; Homogeneity (statistics); Clinical psychology; Medicine; Statistics; Sociology","score_opus":0.10216333542033365,"score_gpt":0.5102133514152108,"score_spread":0.4080500159948772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999379569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99224114,0.0031765525,3.2755682e-7,0.0032278297,0.00054916256,0.0006819132,0.000012414878,0.0000059531194,0.00010468155],"genre_scores_gemma":[0.9975263,0.0006860422,0.000064015156,0.0011633913,0.00013397196,0.000012349121,0.000024460824,0.000013767167,0.0003757068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997583,0.0007954829,0.0005980749,0.00019074614,0.00033375173,0.0004989686],"domain_scores_gemma":[0.9991168,0.000040819104,0.0003761259,0.000075890544,0.000043987253,0.00034639263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002156967,0.00010921403,0.00037900958,0.0002667639,0.00044506442,0.000042679476,0.00009797744,0.00010305953,0.0001850793],"category_scores_gemma":[8.3063037e-7,0.000096486016,0.000033205935,0.00012561973,0.000057786685,0.00026394404,0.000027051528,0.0004236292,0.000021296864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004240834,0.00074588164,0.5856172,0.00028009602,0.000013929361,0.00002649864,0.052035853,5.719274e-8,0.000025823267,0.00016092612,0.00031701897,0.36035264],"study_design_scores_gemma":[0.0034974162,0.0044726594,0.93828434,0.0001542116,0.000008568081,0.00009596858,0.05170561,0.0000065252957,0.0000021861567,0.000055179524,0.0016071014,0.00011022643],"about_ca_topic_score_codex":0.00460392,"about_ca_topic_score_gemma":0.00061103055,"teacher_disagreement_score":0.3602424,"about_ca_system_score_codex":0.00029118784,"about_ca_system_score_gemma":0.00014407163,"threshold_uncertainty_score":0.6959781},"labels":[],"label_agreement":null},{"id":"W2999383182","doi":"10.1177/0306624x19899607","title":"The Integrated Psychological Treatment for Individuals With Schizophrenia in Correctional and Forensic Psychiatric Settings: An Implementation Study","year":2020,"lang":"en","type":"article","venue":"International Journal of Offender Therapy and Comparative Criminology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Trois-Rivières; Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"Institute of Health Services and Policy Research; Fonds de Recherche du Québec - Santé","keywords":"Schizophrenia (object-oriented programming); Psychiatry; Psychology; Forensic psychiatry; Forensic science; Cognition; Clinical psychology; Medicine","score_opus":0.3180719350886851,"score_gpt":0.46974855406630356,"score_spread":0.15167661897761847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999383182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99439526,0.0010032064,0.00026142117,0.002949363,0.0005852364,0.00072047487,0.00002237641,0.0000066448297,0.000056013636],"genre_scores_gemma":[0.99816453,0.00017600729,0.00062233704,0.0006954249,0.00019324593,0.0001093917,0.00001905641,0.0000062430354,0.000013760789],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987543,0.00027044775,0.00042694842,0.00023525374,0.00015167762,0.00016134132],"domain_scores_gemma":[0.9991283,0.00026356368,0.0003313314,0.000048901795,0.00014970821,0.000078214565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018972512,0.00016129122,0.000262226,0.0001313285,0.00016295332,0.00006240475,0.00017197085,0.00004667733,0.00007508416],"category_scores_gemma":[0.0000045516626,0.00008931432,0.00003576623,0.00007428867,0.00011401438,0.00014333193,0.000013562235,0.00015400811,0.0000011973533],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0314579,0.00279287,0.303403,0.000004056261,0.001700289,0.00005366758,0.041421186,0.000016416607,0.00009842821,0.0068748007,0.0010218553,0.6111555],"study_design_scores_gemma":[0.02982328,0.030379899,0.8640209,0.000011895795,0.000076139106,0.00033770848,0.0700505,0.00011355881,0.00016113922,0.001675134,0.0031741168,0.00017576708],"about_ca_topic_score_codex":0.00004138844,"about_ca_topic_score_gemma":0.00016120334,"teacher_disagreement_score":0.6109798,"about_ca_system_score_codex":0.000048952574,"about_ca_system_score_gemma":0.00002591628,"threshold_uncertainty_score":0.36421323},"labels":[],"label_agreement":null},{"id":"W2999593833","doi":"10.1093/aje/161.supplement_1.s60a","title":"238: Interaction of Social Anchorage and Gender in the use of Mental Health Services","year":2005,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut universitaire en santé mentale de Montréal","funders":"","keywords":"Mental health; Psychology; Psychiatry; Medicine; Gerontology; Environmental health","score_opus":0.14566277434987526,"score_gpt":0.47753411935625467,"score_spread":0.3318713450063794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999593833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99150914,0.0009901206,0.000066924564,0.006961263,0.00018199513,0.00011915568,0.000011814071,0.0000014483759,0.00015816704],"genre_scores_gemma":[0.9937251,0.00035208545,0.001217594,0.0045438665,0.00013552046,0.00000277593,0.0000059534696,0.000005317077,0.000011754949],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708855,0.0016075814,0.00091597915,0.00010493639,0.00006962834,0.00021331136],"domain_scores_gemma":[0.99716395,0.00096745125,0.001699522,0.000087453554,0.000029746443,0.00005185511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015468498,0.000085513995,0.00056102395,0.00013138262,0.000049735212,0.0000020526336,0.00012592194,0.000035322108,0.00011670078],"category_scores_gemma":[0.000029702815,0.00005552541,0.00006897265,0.00012758568,0.00022770178,0.00014425434,0.000018608505,0.0001961081,0.0000018718276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014969247,0.0007310538,0.4820705,0.00010411703,0.00020520623,0.0000085130705,0.05030217,0.000045487148,0.00008826515,0.0027613316,0.0049470337,0.4572394],"study_design_scores_gemma":[0.0013470947,0.0020425553,0.9685518,0.000070556765,0.000028745515,0.00025175512,0.014141299,0.00010134076,0.000014757536,0.0005369216,0.01283149,0.00008165243],"about_ca_topic_score_codex":0.0013424248,"about_ca_topic_score_gemma":0.0001898207,"teacher_disagreement_score":0.4864813,"about_ca_system_score_codex":0.00005601862,"about_ca_system_score_gemma":0.000017237267,"threshold_uncertainty_score":0.22642604},"labels":[],"label_agreement":null},{"id":"W2999981432","doi":"10.1192/bji.2019.36","title":"Unravelling the complexities of inequalities in mental healthcare and outcomes for cultural and linguistic minorities","year":2020,"lang":"en","type":"article","venue":"BJPsych International","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Disadvantage; Indigenous; Inequality; Psychological intervention; Mental health; Psychology; Mental illness; Psychiatry; Mental healthcare; Sociology; Political science; Law","score_opus":0.23971188260825696,"score_gpt":0.47038325111090057,"score_spread":0.2306713685026436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999981432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784859,0.0014009385,0.00003298447,0.016460717,0.0008101626,0.00043149706,0.00028172415,0.000010898151,0.0020852005],"genre_scores_gemma":[0.99776024,0.00005907702,0.0002663621,0.0010923971,0.00018314348,0.000068975605,0.000066967856,0.0000056933654,0.0004971741],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993705,0.000032995416,0.0002506344,0.00013425233,0.00009962011,0.000111968366],"domain_scores_gemma":[0.9996086,0.00019790344,0.000075945725,0.000040260715,0.00004157379,0.00003572519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000822386,0.000082402665,0.00013769456,0.000035438607,0.00007411718,0.000024233943,0.000092287555,0.000025890451,0.00007761472],"category_scores_gemma":[0.000027246044,0.00005756044,0.000024082956,0.00002602814,0.00010263674,0.00004272437,0.000029722756,0.000053620523,0.0000013032352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004101782,0.000087598106,0.5161936,0.00030210253,0.00011736091,0.000002850975,0.069152586,8.216273e-7,0.000017103872,0.40520072,0.0012697199,0.007245302],"study_design_scores_gemma":[0.0064687957,0.00067795103,0.8399429,0.00023112843,0.000031881893,0.000022378907,0.108905084,0.0014713233,0.00015808931,0.02085711,0.020869693,0.00036368927],"about_ca_topic_score_codex":0.00088563364,"about_ca_topic_score_gemma":0.00016009594,"teacher_disagreement_score":0.38434362,"about_ca_system_score_codex":0.000017898676,"about_ca_system_score_gemma":0.0000061877217,"threshold_uncertainty_score":0.23472466},"labels":[],"label_agreement":null},{"id":"W3000015227","doi":"10.1093/eurpub/ckz233","title":"A systematic review of mental health measurement scales for evaluating the effects of mental health prevention interventions","year":2019,"lang":"en","type":"review","venue":"European Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mental Health Foundation","keywords":"Mental health; Psychological intervention; CINAHL; Medicine; Scale (ratio); MEDLINE; Psychology; Clinical psychology; Psychiatry","score_opus":0.4371463093894229,"score_gpt":0.5507453799274146,"score_spread":0.11359907053799168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000015227","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015246908,0.97219247,0.0016651084,0.0050134836,0.0027044474,0.018048616,0.00020802974,0.000014898921,0.00013767913],"genre_scores_gemma":[0.00022794079,0.9971548,0.0005475972,0.00093317375,0.0001879809,0.00021983743,0.0002452086,0.00011021077,0.00037325302],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.94202316,0.044011127,0.0105072865,0.0005510046,0.0018467415,0.0010607106],"domain_scores_gemma":[0.9768598,0.0006344889,0.020711944,0.0007751709,0.00046957517,0.00054902636],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.07922817,0.0005618455,0.00525684,0.0005207086,0.00047358012,0.00004852619,0.0010493492,0.000061923696,0.000093211835],"category_scores_gemma":[0.00083090697,0.0003478362,0.0023683528,0.00053305796,0.00009034117,0.00019541977,0.00014398714,0.0005904827,0.00003167443],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000829621,0.0006069406,0.0000011656228,0.56959087,0.0006791059,7.9337275e-7,0.0006993674,1.4809903e-8,6.49353e-8,0.00012093608,0.0059608594,0.4223316],"study_design_scores_gemma":[0.0018233723,0.011185563,0.00003994149,0.9489582,0.00067660614,0.00017683544,0.00045352906,0.0000016249228,1.14650135e-7,0.0000069603007,0.036498763,0.00017846518],"about_ca_topic_score_codex":0.000045242698,"about_ca_topic_score_gemma":0.00002064767,"teacher_disagreement_score":0.42215315,"about_ca_system_score_codex":0.0019565804,"about_ca_system_score_gemma":0.0026466225,"threshold_uncertainty_score":0.99989736},"labels":[],"label_agreement":null},{"id":"W3001039700","doi":"10.1016/j.jad.2020.01.099","title":"The accuracy of depression risk perception in high risk Canadians","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; McGill University; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Risk perception; Depression (economics); Risk assessment; Psychological intervention; Affect (linguistics); Distress; Psychology; Perception; Clinical psychology; Medicine; Psychiatry","score_opus":0.011485409963422821,"score_gpt":0.3284352483692646,"score_spread":0.31694983840584173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001039700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963732,0.00075384206,0.00015327368,0.0010575949,0.0003763597,0.00029401376,0.000019406261,0.0000033856627,0.0009689501],"genre_scores_gemma":[0.9987849,0.00095655024,0.000028092123,0.00010982564,0.00008076637,0.000008932554,0.0000018298479,0.000009917949,0.000019182598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988083,0.00044541789,0.00031162106,0.0001112186,0.00014566888,0.00017777548],"domain_scores_gemma":[0.9985102,0.0006128902,0.0006348435,0.00009077965,0.00004715404,0.0001041275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032450134,0.00009313219,0.0001826342,0.00007693687,0.00015936476,0.000010902307,0.00016105418,0.00005670981,0.00017511983],"category_scores_gemma":[0.00028481233,0.00005937422,0.00008844198,0.00020904533,0.000051824925,0.00012990025,0.00001532581,0.0003429059,0.000012206925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048572198,0.00011522908,0.6358567,0.000009787826,0.000061369006,0.0000061705946,0.0050393716,0.000088160705,0.000043988304,0.000029402623,0.0011980528,0.35706607],"study_design_scores_gemma":[0.0020074572,0.0005769149,0.9887546,0.00003203627,0.000045860732,0.0000026352996,0.007399555,0.00006389135,0.000036284433,0.0007046449,0.00031905304,0.00005710188],"about_ca_topic_score_codex":0.044616416,"about_ca_topic_score_gemma":0.030956833,"teacher_disagreement_score":0.35700896,"about_ca_system_score_codex":0.00009587931,"about_ca_system_score_gemma":0.000036244015,"threshold_uncertainty_score":0.9867257},"labels":[],"label_agreement":null},{"id":"W3002841570","doi":"10.1111/eip.12878","title":"Global research priorities for youth mental health","year":2020,"lang":"en","type":"editorial","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of British Columbia; Royal Ottawa Mental Health Centre; McGill University; Douglas Mental Health University Institute","funders":"National Health and Medical Research Council; Economic and Social Research Council; National Institute for Health and Care Research","keywords":"Mental health; Psychological intervention; Thematic analysis; Psychology; Population; Psychiatry; Medicine; Gerontology; Qualitative research; Environmental health; Sociology","score_opus":0.07640352461711104,"score_gpt":0.4858564409944199,"score_spread":0.40945291637730885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002841570","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049519627,0.013033988,0.00005413583,0.003058475,0.9659675,0.0028816115,0.0067646285,0.00011113587,0.003176585],"genre_scores_gemma":[0.042623404,0.00019336189,0.00063526,0.0003019329,0.9338099,0.0015749848,0.0059817834,0.00015959328,0.01471978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951303,0.0007729892,0.001272288,0.001019578,0.00080267474,0.0010021776],"domain_scores_gemma":[0.9984317,0.00018956761,0.0004999242,0.00045666785,0.00015546601,0.00026667412],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015407839,0.00041582438,0.00066831947,0.00035797647,0.00040188906,0.00018167467,0.00068828027,0.00078491116,0.0007249488],"category_scores_gemma":[0.000085080705,0.0004390571,0.0005008934,0.00056460156,0.00011715033,0.00016682262,0.0001567189,0.0011408252,0.0003658254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011642698,0.00064873724,0.010342057,0.0011484433,0.00016955346,0.0000023111886,0.0027924406,5.3638146e-8,1.1460101e-8,0.003907107,0.9706038,0.009221189],"study_design_scores_gemma":[0.009584875,0.005624219,0.014107907,0.003055093,0.000060020946,0.0000019097065,0.00872369,0.0000030221995,2.483798e-7,0.008268707,0.9500021,0.00056823506],"about_ca_topic_score_codex":0.008093583,"about_ca_topic_score_gemma":0.004292487,"teacher_disagreement_score":0.03767144,"about_ca_system_score_codex":0.0007941118,"about_ca_system_score_gemma":0.00035898446,"threshold_uncertainty_score":0.9998061},"labels":[],"label_agreement":null},{"id":"W3003946859","doi":"10.2147/ndt.s236148","title":"&lt;p&gt;Nonpsychiatric Healthcare Professionals’ Attitudes Toward Patients with Mental Illnesses in Makkah City, Saudi Arabia: A Cross-Sectional Study&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cross-sectional study; Respondent; Mental health; Family medicine; Mental illness; Positive attitude; Psychiatry","score_opus":0.03401081065074175,"score_gpt":0.34910982552971137,"score_spread":0.31509901487896963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003946859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98562974,0.0040307334,0.0000016426824,0.0028109432,0.0020844857,0.004159341,0.0005157065,0.00014288117,0.0006245574],"genre_scores_gemma":[0.99601096,0.00028583687,0.00005050007,0.0012438892,0.00042103668,0.0010700726,0.00039159213,0.000077739256,0.0004483871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957728,0.0003804422,0.00080905197,0.0014847656,0.00078417186,0.00076879037],"domain_scores_gemma":[0.99809366,0.00010227025,0.00031824506,0.0004326671,0.00009623684,0.00095693493],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010423567,0.00069346785,0.0005949362,0.00032071184,0.00066434266,0.00014302497,0.00026870647,0.00011878312,0.0005016466],"category_scores_gemma":[0.00001056558,0.00050866,0.00016632947,0.0009853863,0.00010334379,0.0002757139,0.00013917945,0.00023135649,0.0001245058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050890003,0.017086193,0.96971357,0.00021818126,0.00028165287,0.00025593545,0.0011648523,0.000004606497,7.078706e-7,0.00033834152,0.0007257935,0.0051211943],"study_design_scores_gemma":[0.014100728,0.0046460996,0.97962964,0.000041628784,0.00020697112,0.000006816196,0.00013858727,0.000008655385,6.6242956e-7,0.00006436221,0.0007175949,0.00043823113],"about_ca_topic_score_codex":0.00023696745,"about_ca_topic_score_gemma":0.00041381287,"teacher_disagreement_score":0.012440093,"about_ca_system_score_codex":0.0002474306,"about_ca_system_score_gemma":0.00019181083,"threshold_uncertainty_score":0.9997365},"labels":[],"label_agreement":null},{"id":"W3004085634","doi":"10.3399/bjgp20x707753","title":"Predicting and preventing relapse of depression in primary care","year":2020,"lang":"en","type":"letter","venue":"British Journal of General Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Depression (economics); Medicine; Psychosocial; Psychiatry; Primary care; Cohort; Major depressive episode; Pediatrics; Internal medicine; Family medicine; Mood","score_opus":0.02459714967590063,"score_gpt":0.338460555519036,"score_spread":0.3138634058431353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004085634","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76365966,0.11945059,0.000018691795,0.08934381,0.0025981541,0.0008551932,0.00010156456,0.000020994474,0.023951365],"genre_scores_gemma":[0.43648577,0.012251678,0.014746827,0.51369244,0.017680941,0.00005714558,0.000547437,0.00028215337,0.0042556347],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99724936,0.0007557575,0.0010181986,0.00028689462,0.00041091556,0.00027884325],"domain_scores_gemma":[0.9971166,0.00047149492,0.002038636,0.00011960242,0.00016832397,0.00008534119],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004741489,0.00018056497,0.000533633,0.00013061166,0.00011057704,0.00006962339,0.00021978871,0.0003514005,0.00007789932],"category_scores_gemma":[0.0002621822,0.00020068366,0.000106015425,0.00012741594,0.00003975656,0.0005711013,0.00011266785,0.0023857888,0.0000029480382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084734167,0.00030237858,0.04753266,0.0030129869,0.00035918708,0.048136912,0.0026102006,0.000006724509,0.00014892344,0.0000021291842,0.5895487,0.30749184],"study_design_scores_gemma":[0.01824075,0.0026279308,0.25473088,0.02802458,0.0025012484,0.0872635,0.005225752,0.00004363081,0.0004283169,0.00021086888,0.5991229,0.0015796213],"about_ca_topic_score_codex":0.0011823785,"about_ca_topic_score_gemma":0.000022078228,"teacher_disagreement_score":0.42434862,"about_ca_system_score_codex":0.00012269204,"about_ca_system_score_gemma":0.00008080124,"threshold_uncertainty_score":0.9999157},"labels":[],"label_agreement":null},{"id":"W3004896628","doi":"10.1186/s12913-020-4906-3","title":"Using the WHO-AIMS to inform development of mental health systems: the case study of Makueni County, Kenya","year":2020,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Grand Challenges Canada","keywords":"Mental health; Health informatics; Health administration; Context (archaeology); Public health; Baseline (sea); Medicine; Government (linguistics); Qualitative research; Audit; Qualitative property; Nursing research; Fidelity; Citizen journalism; Public relations; Nursing; Business; Sociology; Political science; Computer science; Psychiatry","score_opus":0.27729866610781023,"score_gpt":0.5413576992857493,"score_spread":0.26405903317793905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004896628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866733,0.0020793022,0.000033200547,0.0027997226,0.0003017854,0.0076215947,0.00008389324,0.00002218427,0.00038500666],"genre_scores_gemma":[0.9968443,0.00003632238,0.00028624356,0.0022230223,0.00011808171,0.0003260739,0.00001899253,0.000030250065,0.00011670533],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942766,0.0015761402,0.0014473404,0.0004394005,0.0012549888,0.001005546],"domain_scores_gemma":[0.99760836,0.00039704668,0.0005042711,0.0006697095,0.00027812377,0.0005425137],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0047328495,0.0002202689,0.00056434516,0.00019309804,0.0019781992,0.000068473135,0.00088336645,0.00006703478,0.00010805117],"category_scores_gemma":[0.000006783429,0.00013056319,0.00004373759,0.0014914335,0.00008623451,0.000115542316,0.00053252006,0.0004064052,0.000054025935],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012767992,0.0017195415,0.076756656,0.011858088,0.00021946337,0.00007646232,0.8826914,0.00013697323,0.00001345667,0.0005612787,0.0012308131,0.023459107],"study_design_scores_gemma":[0.002512939,0.0029540926,0.029786155,0.0006412314,0.000009472334,0.00012401267,0.9513209,0.0023811113,0.00003368043,0.0000044609224,0.01005976,0.00017219629],"about_ca_topic_score_codex":0.05776809,"about_ca_topic_score_gemma":0.015475943,"teacher_disagreement_score":0.068629526,"about_ca_system_score_codex":0.0005326367,"about_ca_system_score_gemma":0.0010220369,"threshold_uncertainty_score":0.9993211},"labels":[],"label_agreement":null},{"id":"W3006069421","doi":"10.7202/1067043ar","title":"Expériences de la stigmatisation en lien avec la santé mentale chez des jeunes de trois communautés au Nouveau-Brunswick","year":2020,"lang":"fr","type":"article","venue":"Reflets Revue d’intervention sociale et communautaire","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.034774676348542824,"score_gpt":0.4103823806032147,"score_spread":0.3756077042546719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006069421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9519525,0.009494053,0.0018916372,0.015714921,0.00095404487,0.0010260371,0.00013584318,0.00024635647,0.018584592],"genre_scores_gemma":[0.9874654,0.002185501,0.0017759837,0.0013599332,0.00065207557,0.00022630325,0.0003520154,0.00010741462,0.0058753765],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9861625,0.010718762,0.0012169869,0.00057268585,0.00034333408,0.0009857285],"domain_scores_gemma":[0.99653256,0.0015534774,0.00081629684,0.0005691395,0.000097648466,0.00043090677],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035759322,0.00057515106,0.00082049303,0.00013828719,0.0012379054,0.0003429139,0.0009866438,0.00075006613,0.0028336928],"category_scores_gemma":[0.0002860665,0.00065768487,0.0006659592,0.0004783711,0.0011259994,0.00073419185,0.00044289473,0.0011676267,0.0003153798],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031162883,0.0025560318,0.10902239,0.0027753129,0.00044663015,0.00015092657,0.47037274,0.000028393362,0.0002703372,0.009358435,0.003003573,0.40170363],"study_design_scores_gemma":[0.010317796,0.0022592153,0.7089647,0.0084812,0.0007936518,0.0005430252,0.18592846,0.0021922542,0.0014345727,0.0141861895,0.06321286,0.0016860443],"about_ca_topic_score_codex":0.015200544,"about_ca_topic_score_gemma":0.0058385287,"teacher_disagreement_score":0.5999423,"about_ca_system_score_codex":0.0016664334,"about_ca_system_score_gemma":0.00031542798,"threshold_uncertainty_score":0.9995874},"labels":[],"label_agreement":null},{"id":"W3006485530","doi":"10.26522/brocked.v29i1.786","title":"\"Voluntarily, knowingly, and intelligently\":","year":2020,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Mental health; Psychological intervention; Psychology; Scholarship; Harm; Mental health law; Psychiatry; Nursing; Medicine; Social psychology; Political science","score_opus":0.047614591792324835,"score_gpt":0.3786006771416423,"score_spread":0.33098608534931745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006485530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650851,0.004137197,0.00037505166,0.00922338,0.003326588,0.00021184786,0.0000020931295,0.000031790005,0.017606948],"genre_scores_gemma":[0.9875611,0.000077972734,0.00036909812,0.004733856,0.0013675388,0.000014023391,0.0000075229223,0.000012099316,0.0058567612],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993407,0.00005505986,0.00021661207,0.00013960621,0.00008768192,0.00016032964],"domain_scores_gemma":[0.9993516,0.000026758025,0.00009731302,0.00006475248,0.000042719814,0.00041682343],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000040804483,0.000082777944,0.000091754955,0.00004938184,0.00022888936,0.00007181805,0.00009659074,0.000039342434,0.004116408],"category_scores_gemma":[0.000024599909,0.00007297782,0.000030381843,0.00009715459,0.000015497126,0.000125905,0.000021115902,0.00017950028,0.00046908646],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013331315,0.00045334848,0.080113605,0.000042106294,0.00006465104,0.0000089342975,0.009471221,7.766814e-7,0.00014880848,0.0014024782,0.3841972,0.5239636],"study_design_scores_gemma":[0.0015066026,0.0006790923,0.23647438,0.00010172964,0.000088679895,0.0010311747,0.023223229,0.00002174963,0.0004627196,0.002626016,0.7333966,0.00038802795],"about_ca_topic_score_codex":0.000038881226,"about_ca_topic_score_gemma":0.0000043882715,"teacher_disagreement_score":0.5235755,"about_ca_system_score_codex":0.000041379837,"about_ca_system_score_gemma":0.000100701494,"threshold_uncertainty_score":0.996794},"labels":[],"label_agreement":null},{"id":"W3006710561","doi":"10.1177/1363461519898035","title":"Global Mental Health: Interdisciplinary challenges for a field in motion","year":2020,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Psychological intervention; Global mental health; Reflexivity; Sociology; Engineering ethics; Construct (python library); Interdisciplinarity; Field (mathematics); Psychology; Social science; Psychotherapist; Computer science; Psychiatry","score_opus":0.07243878820325418,"score_gpt":0.41598969740386155,"score_spread":0.3435509092006074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006710561","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4392308,0.012378601,0.0004229221,0.531538,0.0039941003,0.002042293,0.00017717402,0.00014489332,0.010071209],"genre_scores_gemma":[0.99479693,0.00013045591,0.00051343546,0.0038078653,0.00037250525,0.0001521445,0.00011265309,0.000011340546,0.00010267505],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987687,0.00006241551,0.00033631484,0.00037998636,0.00009525081,0.00035735464],"domain_scores_gemma":[0.99964404,0.000014808488,0.00006435385,0.000105566774,0.000008940044,0.00016230874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007612455,0.00017385566,0.00023118798,0.000022590644,0.00015204721,0.000012644423,0.00015968089,0.00009828945,0.00026182717],"category_scores_gemma":[0.0000013342585,0.00013898824,0.00014166445,0.0001381063,0.000017635772,0.000120017954,0.000019228011,0.000107571184,0.00005375607],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069956747,0.0024153313,0.06163517,0.0019557215,0.00028563198,0.000010465792,0.09726176,0.000008838917,0.000033051718,0.040086843,0.10615432,0.6831572],"study_design_scores_gemma":[0.029638119,0.011079359,0.85633546,0.0006888175,0.00008648233,0.000089351044,0.074386895,0.00039187894,0.000043498098,0.014028794,0.011846987,0.001384357],"about_ca_topic_score_codex":0.00012234686,"about_ca_topic_score_gemma":0.001969666,"teacher_disagreement_score":0.7947003,"about_ca_system_score_codex":0.00007264635,"about_ca_system_score_gemma":0.000013926566,"threshold_uncertainty_score":0.5667776},"labels":[],"label_agreement":null},{"id":"W3007440961","doi":"10.1016/j.jclinepi.2020.02.002","title":"Patient Health Questionnaire-9 scores do not accurately estimate depression prevalence: individual participant data meta-analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":208,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; McGill University; University of Calgary; Concordia University; McGill University Health Centre; Ontario Brain Institute; Jewish General Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; Medical Research Council; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; H. Lundbeck A/S; Ministerio de Economía, Fomento y Turismo, Chile; Alberta Health Services; Crohn's and Colitis Canada; Multiple Sclerosis Society; Universidade de São Paulo; National Health Research Institutes; Universidade de Macau; Universiteit Stellenbosch; McGill University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Agency for Healthcare Research and Quality; Ministero della Salute; Alberta Innovates - Health Solutions; Health Resources and Services Administration; Department for International Development; Bundesministerium für Bildung und Forschung; Pennsylvania Department of Health; Cumming School of Medicine, University of Calgary; University of Technology Sydney; Alberta Innovates; National Institute for Health and Care Research; Hotchkiss Brain Institute; Universiteit van Amsterdam; Universität Heidelberg; National Center for Research Resources; National Institute of General Medical Sciences; Duke Global Health Institute, Duke University; Centers for Disease Control and Prevention; National Center for Medical Rehabilitation Research; United States Agency for International Development; Grand Challenges Canada; Academisch Medisch Centrum; Banco Santander; Tehran University of Medical Sciences and Health Services; Research Manitoba; National Institute on Disability and Rehabilitation Research; University of Washington; Pfizer; Faculty of Medicine, McGill University; McGill University Health Centre; Lance Armstrong Foundation; Government of the United Kingdom; Williams; University of Michigan; Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Department of Health and Human Services; National Institute of Mental Health; Hunter Medical Research Institute; Programme Grants for Applied Research; Health Research; Consejo Nacional de Ciencia y Tecnología; ZonMw; National Multiple Sclerosis Society","keywords":"Patient Health Questionnaire; Medicine; Confidence interval; Depression (economics); Meta-analysis; Prevalence; Epidemiology; Internal medicine; Psychiatry; Depressive symptoms; Anxiety","score_opus":0.8860978782947718,"score_gpt":0.6990942912162713,"score_spread":0.1870035870785005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007440961","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009340935,0.9902979,0.0005087006,0.004128735,0.0027102449,0.001137199,0.0010600752,0.000031621545,0.000032114698],"genre_scores_gemma":[0.0032485768,0.98846143,0.0028524348,0.0036784564,0.0010451097,0.00012461455,0.00047364578,0.000057605655,0.00005813736],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9408509,0.036989845,0.018811546,0.0015944425,0.0006824767,0.0010707692],"domain_scores_gemma":[0.937836,0.03194045,0.026650285,0.001931098,0.00020099798,0.0014411837],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.040441737,0.0008642469,0.025677297,0.00048193472,0.00024260179,0.00005210039,0.0024468026,0.001136003,0.0017196132],"category_scores_gemma":[0.024550121,0.00048587308,0.0067229373,0.00073550263,0.00035020642,0.00031885147,0.00096590427,0.0030215243,0.00027133958],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026936276,0.0006351613,0.006048578,0.0037631686,0.15070574,0.00021770429,0.00009165669,0.000019912291,6.5579153e-10,0.00021635376,0.00948543,0.82854694],"study_design_scores_gemma":[0.0007575763,0.002194006,0.013896144,0.0030007353,0.61582786,0.00023942317,0.000022450313,0.00007002073,1.869965e-8,0.00039581102,0.36314335,0.00045257344],"about_ca_topic_score_codex":0.00016600199,"about_ca_topic_score_gemma":0.00003574506,"teacher_disagreement_score":0.82809436,"about_ca_system_score_codex":0.00007431728,"about_ca_system_score_gemma":0.00095299986,"threshold_uncertainty_score":0.9997593},"labels":[],"label_agreement":null},{"id":"W3009846500","doi":"10.1177/0891988720901790","title":"A Cross-Sectoral Comparison of Prevalence and Predictors of Symptoms of Depression Over Time Among Older Adults in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Geriatric Psychiatry and Neurology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Depression (economics); Medicine; Gerontology; Late life depression; Geriatric Depression Scale; Mental health; Activities of daily living; Rating scale; Depressive symptoms; Psychiatry; Psychology; Cognition","score_opus":0.009178045452693767,"score_gpt":0.28577315272455217,"score_spread":0.27659510727185843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009846500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99578595,0.002683652,0.0000013421453,0.00012998004,0.0010638253,0.00021203078,0.00001968636,0.0000020700397,0.000101434125],"genre_scores_gemma":[0.9996928,0.000040780582,0.000021486048,0.00011247463,0.00009148878,0.000002152213,0.0000016688368,0.00000808204,0.000029054485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983677,0.00015180318,0.00092346466,0.00020101537,0.00017781048,0.00017815655],"domain_scores_gemma":[0.99851584,0.00012215163,0.0010797331,0.00010110287,0.00004421686,0.00013695238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013251728,0.00013202478,0.0005449973,0.0001163065,0.000028855588,0.000003547326,0.00014647175,0.00013485042,0.00042494497],"category_scores_gemma":[0.0000131724055,0.00010824253,0.000053182117,0.00015091833,0.000106766594,0.00010038529,0.00004554281,0.00031055792,1.6274247e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035120205,0.00033383645,0.99382967,0.0003702079,0.000049897353,0.0000143192065,0.0008869207,0.000011086655,0.00005570837,0.000006285964,0.00044498267,0.000485073],"study_design_scores_gemma":[0.0036013296,0.002337498,0.9936253,0.0000956429,0.000059392005,0.000032475968,0.000025547486,0.000056674435,0.000069097754,0.000012037061,0.000021763875,0.00006326066],"about_ca_topic_score_codex":0.14086454,"about_ca_topic_score_gemma":0.13827671,"teacher_disagreement_score":0.0039068335,"about_ca_system_score_codex":0.000015453397,"about_ca_system_score_gemma":0.00016720287,"threshold_uncertainty_score":0.8774475},"labels":[],"label_agreement":null},{"id":"W3010182988","doi":"10.1186/s13033-020-00343-0","title":"What about lay counselors’ experiences of task-shifting mental health interventions? Example from a family-based intervention in Kenya","year":2020,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Quality Enhancement Research Initiative; National Institute of Mental Health; Duke Global Health Institute, Duke University; Josiah Charles Trent Memorial Foundation; Washington University in St. Louis; Grand Challenges Canada; U.S. Department of Veterans Affairs","keywords":"Thematic analysis; Psychological intervention; Mental health; Focus group; Psychology; Burnout; Nursing; Applied psychology; Qualitative research; Medicine; Clinical psychology; Psychotherapist","score_opus":0.09242791315493112,"score_gpt":0.4325899968935334,"score_spread":0.34016208373860224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010182988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94884187,0.028829437,0.0009796903,0.005922432,0.014132518,0.0010026338,0.00020651873,0.000021749598,0.00006316797],"genre_scores_gemma":[0.99612975,0.0006779707,0.00023074092,0.0019891148,0.0004853337,0.00007787414,0.00032432325,0.000026558562,0.000058326536],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99432635,0.0008110224,0.0030622557,0.00037112794,0.0010156306,0.00041360408],"domain_scores_gemma":[0.99607694,0.00015610266,0.0030730015,0.000150925,0.00017637928,0.0003666356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016665488,0.00025883527,0.0007973759,0.00037521918,0.00015401302,0.00015274777,0.0006549465,0.00008674062,0.0004256298],"category_scores_gemma":[0.000016726814,0.000237767,0.00035659558,0.00024877564,0.0000813292,0.00076358044,0.000074180505,0.00032038253,0.000026643402],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008997027,0.007455872,0.043387286,0.0028150072,0.0014024928,0.00019811548,0.7714947,0.00023748983,0.0006120901,0.0013468076,0.028684719,0.13336842],"study_design_scores_gemma":[0.030283537,0.006772454,0.026959721,0.035286855,0.00003466008,0.00016577222,0.8816558,0.002792966,0.0004679773,0.00008307895,0.014835632,0.00066154473],"about_ca_topic_score_codex":0.012309624,"about_ca_topic_score_gemma":0.00041926024,"teacher_disagreement_score":0.13270687,"about_ca_system_score_codex":0.00095310796,"about_ca_system_score_gemma":0.0001875682,"threshold_uncertainty_score":0.99426746},"labels":[],"label_agreement":null},{"id":"W3010751435","doi":"10.1016/j.jad.2020.03.031","title":"Prevalence, correlates and misperception of depression symptoms in the United States, NHANES 2015–2018","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; University of Calgary; Alberta Health Services","funders":"","keywords":"National Health and Nutrition Examination Survey; Depression (economics); Patient Health Questionnaire; Feeling; Logistic regression; Medicine; Population; Depressive symptoms; Psychiatry; Clinical psychology; Young adult; Demography; Psychology; Gerontology; Anxiety; Internal medicine; Environmental health","score_opus":0.016012804387566876,"score_gpt":0.3348968098025544,"score_spread":0.3188840054149875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010751435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99597484,0.0022511212,0.0001153184,0.00082914473,0.00016857064,0.00030799402,0.000006019484,0.0000036338554,0.0003433426],"genre_scores_gemma":[0.9985086,0.0011412858,0.000010130992,0.00026351915,0.000032368403,0.0000067826304,0.000007474407,0.000006904086,0.000022984768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990633,0.00031398016,0.00025142764,0.00010399222,0.00014913442,0.000118142256],"domain_scores_gemma":[0.9992924,0.0002821512,0.0002719824,0.00006169151,0.000040759915,0.000051014824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024739193,0.000092388815,0.00015891204,0.0001193125,0.000049657363,0.000009783503,0.00011568005,0.00006108206,0.00014924398],"category_scores_gemma":[0.000032247375,0.000056422545,0.00004166727,0.0002580168,0.00007498789,0.0001216,0.000015392958,0.00019958007,0.0000052902583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009961136,0.00043765377,0.93201476,0.00017734402,0.00008382552,0.00001259922,0.024813589,0.00010700748,0.00014854559,0.00005585445,0.0031627072,0.037990022],"study_design_scores_gemma":[0.0025990899,0.001825012,0.98293096,0.0001941442,0.000072158895,0.000022808512,0.011053399,0.00042726428,0.000050995306,0.00045486342,0.00028498052,0.00008431374],"about_ca_topic_score_codex":0.00027574177,"about_ca_topic_score_gemma":0.000052372074,"teacher_disagreement_score":0.050916232,"about_ca_system_score_codex":0.000020033453,"about_ca_system_score_gemma":0.000007295837,"threshold_uncertainty_score":0.23008446},"labels":[],"label_agreement":null},{"id":"W3011531418","doi":"10.9778/cmajo.20190094","title":"Physician-based availability of psychotherapy in Ontario: a population-based retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Cargill (Canada); University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Primary care; Mental health; Population; Retrospective cohort study; Cohort; Psychiatry; Family medicine; Health care","score_opus":0.05959489641123606,"score_gpt":0.39211370933223083,"score_spread":0.3325188129209948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011531418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98389447,0.000017096678,0.000024709689,0.0005098143,0.00017682355,0.004749428,0.00002269155,0.00002184955,0.010583126],"genre_scores_gemma":[0.99705595,2.1142108e-7,0.000127448,0.0019143296,0.00002490448,0.00050295534,0.0000684696,0.000018359986,0.0002873646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845433,0.00021763111,0.0004148816,0.00051426433,0.00019758228,0.00020129692],"domain_scores_gemma":[0.9992009,0.00006917238,0.00019077057,0.00041778985,0.000040826948,0.00008054965],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032317117,0.00015593792,0.0004529728,0.000047520738,0.00006793087,0.00002771226,0.00038132962,0.000056147142,0.004764591],"category_scores_gemma":[0.0000073641313,0.00014356707,0.00005550546,0.00031410457,0.000027383954,0.000099685574,0.00001891812,0.00016710484,0.0000937374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010733107,0.0022406366,0.99287945,0.000013726281,0.000045623066,0.000006432514,0.0020198422,0.00001760032,0.000013406819,0.000111836154,0.00029249897,0.0012856552],"study_design_scores_gemma":[0.004609851,0.0008514911,0.9936653,0.000021219425,0.000017626182,3.1115892e-8,0.00020759378,0.00007003288,0.00006800251,0.0002686719,0.000096686206,0.00012351731],"about_ca_topic_score_codex":0.48928118,"about_ca_topic_score_gemma":0.36476457,"teacher_disagreement_score":0.124516614,"about_ca_system_score_codex":0.00033196248,"about_ca_system_score_gemma":0.00009745363,"threshold_uncertainty_score":0.9961452},"labels":[],"label_agreement":null},{"id":"W3012027874","doi":"10.1186/s13031-020-0250-9","title":"A validation study of the Zanmi Lasante Depression Symptom Inventory (ZLDSI) in a school-based study population of transitional age youth in Haiti","year":2020,"lang":"en","type":"article","venue":"Conflict and Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health; Université Laval","keywords":"Depression (economics); Mental health; Major depressive episode; Public health; Medicine; Population; Psychiatry; Epidemiology; Clinical psychology; Mini-international neuropsychiatric interview; Anxiety; Environmental health","score_opus":0.14785047381981592,"score_gpt":0.4109456404170751,"score_spread":0.2630951665972592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012027874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99707913,0.00026898214,0.0000061348646,0.00047316414,0.00008891524,0.0019263168,0.000020450232,0.000009742587,0.00012713904],"genre_scores_gemma":[0.9993469,0.0000069708417,0.000004461519,0.0004859964,0.000022747683,0.000058620033,0.000056191497,0.000008080976,0.000009997084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985007,0.000415532,0.0005240854,0.00022246665,0.00019051762,0.00014670192],"domain_scores_gemma":[0.99951035,0.00003190711,0.00021815623,0.00013473493,0.000017258431,0.00008757556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037454884,0.000098096105,0.00027338107,0.000117767704,0.00007306786,0.0000064645455,0.00008414177,0.00004615181,0.00005366339],"category_scores_gemma":[0.000007654095,0.000076427015,0.000025236619,0.00025354404,0.000017593284,0.00005931493,0.00001867118,0.00013901314,0.0000011544871],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032760718,0.0015727932,0.95739096,0.00013344266,0.000009608495,0.0000033477286,0.03924961,0.000025662026,0.000015204828,0.00003667121,0.000011453201,0.0012236402],"study_design_scores_gemma":[0.005715276,0.00083410327,0.98283947,0.0001407488,0.000016700356,1.3540077e-7,0.010214476,0.00015154139,0.000019610863,0.000011601175,0.0000045146066,0.000051807547],"about_ca_topic_score_codex":0.0071143257,"about_ca_topic_score_gemma":0.0025654577,"teacher_disagreement_score":0.029035136,"about_ca_system_score_codex":0.000055474524,"about_ca_system_score_gemma":0.00005122669,"threshold_uncertainty_score":0.9994974},"labels":[],"label_agreement":null},{"id":"W3012078801","doi":"10.5539/gjhs.v12n4p81","title":"Work Productivity and Quality-of-Life of Mental Health Patients Attending Neuropsychiatric Hospital, Aro.","year":2020,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Productivity; Quality of life (healthcare); Mental health; Depression (economics); Schizophrenia (object-oriented programming); Work productivity; Medicine; Psychiatry; Psychology; Clinical psychology; Gerontology; Nursing","score_opus":0.064516319427297,"score_gpt":0.412125709959826,"score_spread":0.347609390532529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012078801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97821224,0.003481266,0.000043643813,0.015550068,0.0019979868,0.0005123761,0.000041113944,0.0000073885594,0.00015390343],"genre_scores_gemma":[0.99775296,0.0001692686,0.000650606,0.0013145041,0.00010077589,0.0000014066165,0.0000017941727,0.000005501083,0.0000031618363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99667674,0.0002740272,0.0013910041,0.0003483362,0.00080203183,0.0005078301],"domain_scores_gemma":[0.9964723,0.000036050224,0.0024783998,0.00016842614,0.00016557229,0.0006792748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018649815,0.00014659176,0.00059135223,0.00011676079,0.00036438386,0.000020134477,0.00041219257,0.000028237037,0.00001964754],"category_scores_gemma":[0.000113640875,0.00011960779,0.00006972364,0.0014413847,0.0003500313,0.0003480046,0.00010719491,0.00018081714,0.0000041558455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028576085,0.0005687568,0.95294875,0.00025533792,0.000011952741,8.63873e-7,0.0009025362,0.0000016839424,0.000007456159,0.0003817316,0.0015544655,0.043080725],"study_design_scores_gemma":[0.0011630779,0.0025100405,0.9954404,0.00011141248,0.0000042040615,0.000008339438,0.00048674116,0.0000020036919,0.000010499081,0.000047660964,0.00013608712,0.000079499536],"about_ca_topic_score_codex":0.00031390562,"about_ca_topic_score_gemma":0.0000048532265,"teacher_disagreement_score":0.043001223,"about_ca_system_score_codex":0.000197182,"about_ca_system_score_gemma":0.00055859453,"threshold_uncertainty_score":0.4877464},"labels":[],"label_agreement":null},{"id":"W3012083313","doi":"10.3389/fpsyt.2020.00182","title":"The Arab Region's Contribution to Global Mental Health Research (2009–2018): A Bibliometric Analysis","year":2020,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Mental health; Middle East; Per capita; Latin Americans; Economic growth; Bibliometrics; Population; Publication; Political science; Geography; Medicine; Library science; Environmental health; Psychiatry","score_opus":0.10178412994823664,"score_gpt":0.4854889908538,"score_spread":0.3837048609055633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012083313","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017023049,0.9554495,0.0010496303,0.0100303115,0.027326073,0.0042060604,0.00060127344,0.00006729892,0.0012528028],"genre_scores_gemma":[0.00005586935,0.9946618,0.0012697455,0.0007832319,0.0007151371,0.00088377873,0.0006593635,0.000049586124,0.00092147855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921075,0.0023831592,0.0015147725,0.0012982797,0.0009916001,0.0017046835],"domain_scores_gemma":[0.9971878,0.00020357587,0.00066950574,0.0011135354,0.00009752504,0.000728045],"candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0026403994,0.0005867099,0.002343807,0.037137486,0.0011003583,0.00021527836,0.0013756185,0.00049217034,0.000071969116],"category_scores_gemma":[0.00009991803,0.00042210592,0.0008121946,0.2687443,0.00017098935,0.000097486976,0.0002304117,0.0011199497,0.00049290643],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104653875,0.00017249191,0.0050867037,0.0005217001,0.0007724696,0.000012627772,0.000038265967,7.489074e-8,8.967885e-11,0.0011523025,0.47759745,0.51454127],"study_design_scores_gemma":[0.0007802282,0.00040570355,0.003307063,0.0013702026,0.00048611898,0.000022485714,0.00035879508,0.000005274717,2.1691806e-9,0.00067500176,0.992275,0.0003141054],"about_ca_topic_score_codex":0.00058195315,"about_ca_topic_score_gemma":0.00046964054,"teacher_disagreement_score":0.5146776,"about_ca_system_score_codex":0.003214654,"about_ca_system_score_gemma":0.0007222631,"threshold_uncertainty_score":0.9998231},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W3012595204","doi":"10.1093/fampra/cmaa019","title":"Mental health and satisfaction with primary care services in older adults: a study from the patient perspective on four dimensions of care","year":2020,"lang":"en","type":"article","venue":"Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Perspective (graphical); Primary care; Patient satisfaction; Mental health; Primary health care; Family medicine; Nursing; Psychiatry; Environmental health","score_opus":0.022635668750596503,"score_gpt":0.33882823209166996,"score_spread":0.31619256334107343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012595204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857784,0.006666608,5.875035e-7,0.0034036941,0.00014949006,0.002137955,0.00016137697,0.000018780316,0.0016831026],"genre_scores_gemma":[0.9912791,0.00014876419,0.00013113803,0.008202371,0.000032325872,0.00010430739,0.00008405181,0.000015080216,0.0000028370675],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99856824,0.00044522178,0.00021499542,0.00037077052,0.0002453464,0.00015540222],"domain_scores_gemma":[0.999052,0.00032485693,0.00025658295,0.00018474729,0.00008787709,0.00009396866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005290161,0.00014193277,0.00020110524,0.000029925433,0.0001965776,0.00001682198,0.000066326356,0.000035340116,0.000015370382],"category_scores_gemma":[0.000010659656,0.000085645144,0.00001697589,0.00015575481,0.000022337783,0.00020858424,0.00005161164,0.00021264641,0.000011135263],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054163085,0.0005995518,0.27425995,0.00012656249,0.00009690177,0.000029944684,0.6975611,0.0000022339195,0.000004604011,0.00003142967,0.0001929673,0.021678494],"study_design_scores_gemma":[0.0020858373,0.0026426346,0.46639612,0.00014863582,0.0000249991,0.0000014685414,0.5284886,0.0000019018144,0.000001978812,9.476417e-7,0.0001600318,0.000046857884],"about_ca_topic_score_codex":0.058065396,"about_ca_topic_score_gemma":0.006078918,"teacher_disagreement_score":0.19213617,"about_ca_system_score_codex":0.00029162937,"about_ca_system_score_gemma":0.000050825496,"threshold_uncertainty_score":0.948207},"labels":[],"label_agreement":null},{"id":"W3012661794","doi":"10.1186/s13033-020-00342-1","title":"Is supported self-management for depression effective for adults in community-based settings in Vietnam?: a modified stepped-wedge cluster randomized controlled trial","year":2020,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Simon Fraser University; University of British Columbia; AIDS Vancouver; University of British Columbia Hospital","funders":"Grand Challenges Canada","keywords":"Depression (economics); Randomized controlled trial; Health administration; Wedge (geometry); Cluster (spacecraft); Cluster randomised controlled trial; Psychology; Medicine; Clinical psychology; Physical therapy; Nursing; Public health; Surgery; Computer science","score_opus":0.028018527775323182,"score_gpt":0.39395100560552465,"score_spread":0.36593247783020144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012661794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9260107,0.0010200425,0.0029927006,0.010615133,0.0062409174,0.052501056,0.0002565531,0.000029635687,0.00033322224],"genre_scores_gemma":[0.98791933,0.000036069203,0.00039189865,0.0048808036,0.0004091397,0.0060766446,0.00018210211,0.00003105921,0.00007298043],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99407315,0.0021567058,0.0025490213,0.0002690966,0.00055360363,0.0003984365],"domain_scores_gemma":[0.99533224,0.002116743,0.00197874,0.00012876753,0.0002223502,0.00022115943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005083609,0.00026798304,0.0016029669,0.0004445677,0.00016199646,0.00005676146,0.00045678325,0.00012499737,0.000024244577],"category_scores_gemma":[0.00008937815,0.0002060321,0.00046141937,0.00013236735,0.000028879544,0.00016489795,0.000051565403,0.00036433537,0.0000056547337],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97961146,0.0019062504,0.0005789945,0.0011764767,0.0006338926,0.000022220633,0.009997956,0.000099268815,0.0000058793744,0.00012614166,0.003248519,0.0025929206],"study_design_scores_gemma":[0.9729271,0.0020087773,0.00021258894,0.0019413776,0.00006394422,0.000012279469,0.0031592466,0.018833855,0.000027105907,0.000041145915,0.0006297589,0.00014284224],"about_ca_topic_score_codex":0.00044904716,"about_ca_topic_score_gemma":0.00005652089,"teacher_disagreement_score":0.06190856,"about_ca_system_score_codex":0.00080979936,"about_ca_system_score_gemma":0.000096384196,"threshold_uncertainty_score":0.8401745},"labels":[],"label_agreement":null},{"id":"W3012764582","doi":"10.1186/s13063-020-4133-6","title":"Atmiyata, a community-led intervention to address common mental disorders: Study protocol for a stepped wedge cluster randomized controlled trial in rural Gujarat, India","year":2020,"lang":"en","type":"article","venue":"Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Medicine; Mental health; General Health Questionnaire; Psychological intervention; Cluster randomised controlled trial; Randomized controlled trial; Intervention (counseling); Anxiety; Patient Health Questionnaire; Quality of life (healthcare); Psychiatry; Depressive symptoms; Nursing","score_opus":0.16607521176679396,"score_gpt":0.5203224209875115,"score_spread":0.3542472092207175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012764582","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44659567,0.000013886912,0.000043403546,0.000739011,0.0006544352,0.5512668,0.00005472256,0.000052484433,0.0005795849],"genre_scores_gemma":[0.47154188,3.3857404e-7,0.000024223187,0.00039107856,0.00021910066,0.5274215,0.00008839764,0.000025249274,0.0002882593],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9762519,0.019515894,0.003074443,0.00037183354,0.0002904413,0.0004954614],"domain_scores_gemma":[0.9926795,0.0056042746,0.0010504171,0.00040618327,0.00004112807,0.0002185099],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012086585,0.0004221178,0.0038837427,0.00022622959,0.00031197557,0.00013194264,0.0005013616,0.00016688013,0.0012400473],"category_scores_gemma":[0.0012178,0.00030060933,0.000842715,0.00028323004,0.000056139572,0.00018081424,0.0001867295,0.00036799567,0.00013600173],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9658711,0.0076615885,0.00078210334,0.00012665262,0.0006693695,0.000003886143,0.015172967,9.817683e-7,0.000014313971,0.000058984777,0.0032137027,0.0064243274],"study_design_scores_gemma":[0.9830107,0.0074658566,0.00057829235,0.0001568882,0.00029044139,4.4457548e-7,0.0075171683,0.00007631762,0.000026872689,0.00016343943,0.00045213848,0.00026145918],"about_ca_topic_score_codex":0.0017289486,"about_ca_topic_score_gemma":0.0021562648,"teacher_disagreement_score":0.0249462,"about_ca_system_score_codex":0.00012393417,"about_ca_system_score_gemma":0.000028045564,"threshold_uncertainty_score":0.9999446},"labels":[],"label_agreement":null},{"id":"W3012829668","doi":"10.1186/s12888-020-2466-z","title":"Feasibility and acceptability of a novel community-based mental health intervention delivered by community volunteers in Maharashtra, India: the Atmiyata programme","year":2020,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Mental health; Intervention (counseling); Psychological intervention; Medicine; Distress; Population; General Health Questionnaire; Community health; Family medicine; Psychiatry; Psychology; Nursing; Clinical psychology; Environmental health; Public health","score_opus":0.10883478324891137,"score_gpt":0.389228890522017,"score_spread":0.2803941072731056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012829668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99073714,0.0014327578,0.00026363236,0.0038973081,0.00042109322,0.0022557485,0.00068977854,0.000051828218,0.0002506868],"genre_scores_gemma":[0.99531424,0.0000113338765,0.0015153073,0.0023595414,0.000024666726,0.00012407132,0.00062049984,0.000019739784,0.000010620568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956861,0.0026468155,0.0007588395,0.0002953519,0.00019552305,0.00041737044],"domain_scores_gemma":[0.99849325,0.00018264474,0.00034186308,0.00074301317,0.0000292818,0.00020994291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019992893,0.00023948863,0.00039932193,0.000051436997,0.0005830984,0.000030348274,0.0005885046,0.000125627,0.00028962205],"category_scores_gemma":[0.00003769909,0.00019556258,0.00014169789,0.00036537444,0.00031293297,0.00012641361,0.0001863084,0.0010104333,0.0000074848576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011175583,0.0069462354,0.974064,0.001030189,0.000038356648,5.6971782e-8,0.0074683223,9.670716e-7,0.000011186904,0.0001740436,0.0019921265,0.007156993],"study_design_scores_gemma":[0.009170322,0.0010832114,0.9700565,0.00008630543,0.000020228523,0.000002244841,0.018800704,0.00022205959,0.00001626049,0.0001330277,0.00025404367,0.00015513388],"about_ca_topic_score_codex":0.026955826,"about_ca_topic_score_gemma":0.018547753,"teacher_disagreement_score":0.0113323815,"about_ca_system_score_codex":0.00020095122,"about_ca_system_score_gemma":0.00010155946,"threshold_uncertainty_score":0.9993612},"labels":[],"label_agreement":null},{"id":"W3013053331","doi":"10.1503/cmaj.200156","title":"Improving access to evidence-based mental health care","year":2020,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Psychology; Psychiatry; Population; Mental health care; Medicine; Environmental health","score_opus":0.046987704674272684,"score_gpt":0.37565522921678,"score_spread":0.32866752454250736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013053331","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046440586,0.0024528846,0.000044135788,0.98640835,0.008120272,0.0008348414,0.0003920805,0.000042308515,0.0012407439],"genre_scores_gemma":[0.0033576505,0.00006444193,0.00007833216,0.97538716,0.019357521,0.00007754345,0.00046470083,0.00006475525,0.0011479262],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942289,0.00077751494,0.0008791851,0.0005261634,0.0022186672,0.0013695736],"domain_scores_gemma":[0.9946604,0.00031234612,0.0008001041,0.00021533745,0.00025832924,0.00375348],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008365412,0.00035853774,0.00058980833,0.0004467776,0.0009781823,0.0004787551,0.0010624193,0.0011317526,0.017664155],"category_scores_gemma":[0.0005652224,0.00034217836,0.00021679341,0.00040292324,0.000026819036,0.00026053388,0.000056725676,0.0043423385,0.0012943384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000016237174,0.000009536168,0.0030175727,0.000105075815,0.00008195293,0.0018481102,0.00091664755,1.6166643e-7,7.4071004e-8,0.000002403772,0.8869865,0.10701574],"study_design_scores_gemma":[0.0008093813,0.00025165646,0.0017051575,0.0006732723,0.000028490267,0.00006698228,0.0003800066,0.0000107022315,0.0000012046871,0.0000053005833,0.9957786,0.0002892208],"about_ca_topic_score_codex":0.0378655,"about_ca_topic_score_gemma":0.0386425,"teacher_disagreement_score":0.10879213,"about_ca_system_score_codex":0.009463963,"about_ca_system_score_gemma":0.008284342,"threshold_uncertainty_score":0.999903},"labels":[],"label_agreement":null},{"id":"W3013134990","doi":"10.64719/pb.4599","title":"Psychiatric Prescribing Patterns for Depression Treatment in an Outpatient Depression Clinic","year":2025,"lang":"en","type":"article","venue":"Psychopharmacology Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Observational study; Medicine; Psychiatry; Outpatient clinic; Internal medicine","score_opus":0.04099419763583941,"score_gpt":0.4305983787690212,"score_spread":0.3896041811331818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013134990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97671384,0.002655279,0.0003916264,0.0018326978,0.007174925,0.0038963144,0.000061029103,0.00012702914,0.0071472353],"genre_scores_gemma":[0.9853612,0.00021116764,0.0005179213,0.0025013476,0.00029036723,0.0049195318,0.00013191301,0.000043902815,0.0060226102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967079,0.00050814037,0.00083186704,0.0010593071,0.00012350654,0.0007692658],"domain_scores_gemma":[0.9985934,0.000417981,0.00025010703,0.00050094567,0.00004783161,0.0001897719],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037735922,0.0003876117,0.00047099,0.0004743783,0.00032375188,0.000029358078,0.00038132368,0.00035263834,0.0055202465],"category_scores_gemma":[0.000012017576,0.00033216068,0.00016522888,0.00026158273,0.00004387026,0.00006686272,0.00006503815,0.0002813916,0.00035051422],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007170275,0.0058890576,0.790189,0.000121549485,0.00011966678,0.000030376685,0.00081561157,0.00001313636,0.00025737408,0.00006788867,0.031658515,0.1636675],"study_design_scores_gemma":[0.05619241,0.0036762569,0.79264396,0.00028086218,0.0004492867,0.000010410508,0.00096585485,0.0002263283,0.0013596314,0.0007827147,0.14257185,0.00084039895],"about_ca_topic_score_codex":0.00036426526,"about_ca_topic_score_gemma":0.00016436227,"teacher_disagreement_score":0.1628271,"about_ca_system_score_codex":0.00024402025,"about_ca_system_score_gemma":0.00003579396,"threshold_uncertainty_score":0.99991304},"labels":[],"label_agreement":null},{"id":"W3013179097","doi":"10.1503/cmaj.190603","title":"Trends in objectively measured and perceived mental health and use of mental health services: a population-based study in Ontario, 2002–2014","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Women's College Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Mental health; Medicine; Population; Distress; Psychiatry; Confidence interval; Mental illness; Patient Health Questionnaire; Public health; Mental distress; Depression (economics); Cross-sectional study; Clinical psychology; Anxiety; Depressive symptoms; Environmental health","score_opus":0.03476692211858167,"score_gpt":0.3267123009269688,"score_spread":0.2919453788083871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013179097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97582144,0.0003297394,6.980372e-7,0.022999234,0.00023510872,0.00045854243,0.00007980556,0.000005623149,0.00006984218],"genre_scores_gemma":[0.98812515,0.000027953529,0.00004162944,0.011521775,0.000063163694,0.000011363482,0.000097177865,0.00001127582,0.00010051854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973294,0.00067639415,0.0006966999,0.00025290027,0.00061130023,0.00043327],"domain_scores_gemma":[0.99786603,0.000072474366,0.0003818719,0.0000551665,0.000039039012,0.0015854008],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009681909,0.00014215944,0.0004077215,0.00036896183,0.00023639596,0.00004456381,0.000085805594,0.00013306635,0.0018652482],"category_scores_gemma":[0.00003575847,0.00013844622,0.000033362234,0.0002668025,0.000015253278,0.00015913494,0.000011543816,0.00052869215,0.0000045649285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011163879,0.00019844278,0.9520604,0.000019060326,0.000039497707,0.000026968572,0.030854922,0.0000012165696,3.806124e-7,0.000005112115,0.0022406296,0.014441737],"study_design_scores_gemma":[0.0049398723,0.00057164545,0.98568183,0.00013054069,0.000004395639,0.000011128375,0.0070709214,0.0002137543,6.499471e-8,0.0000041529693,0.0012838062,0.00008789286],"about_ca_topic_score_codex":0.75117606,"about_ca_topic_score_gemma":0.98608464,"teacher_disagreement_score":0.23490858,"about_ca_system_score_codex":0.0027865048,"about_ca_system_score_gemma":0.0012622174,"threshold_uncertainty_score":0.99904716},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3013201687","doi":"10.1080/17482631.2020.1744926","title":"Stigma and discrimination related to mental health and substance use issues in primary health care in Toronto, Canada: a qualitative study","year":2020,"lang":"en","type":"article","venue":"International Journal of Qualitative Studies on Health and Well-Being","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Manitoba; Health Sciences Centre; Public Health Ontario; University of Toronto","funders":"Centre for Addiction and Mental Health","keywords":"Substance use; Mental health; Stigma (botany); Qualitative research; Primary care; Psychiatry; Psychology; Primary health care; Gerontology; Medicine; Environmental health; Sociology; Family medicine; Social science","score_opus":0.0923685569841119,"score_gpt":0.5102178665091334,"score_spread":0.4178493095250215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013201687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8657751,0.041741956,0.0000057655534,0.09085587,0.00049599144,0.0009262449,0.00005209799,0.0000057532734,0.00014120192],"genre_scores_gemma":[0.9761312,0.0061884923,0.000249509,0.017248496,0.000057158577,0.000031826516,0.00003463008,0.000015062326,0.000043642864],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9956337,0.0017443202,0.0013623912,0.00038149385,0.0005285976,0.00034945656],"domain_scores_gemma":[0.99758524,0.0008901487,0.0007635025,0.000058591733,0.00020192581,0.0005006131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001742636,0.00022976148,0.00071479,0.00018620986,0.00024943604,0.00003468089,0.00011046316,0.000029621016,0.000007752744],"category_scores_gemma":[0.00020679682,0.00019997607,0.000024237697,0.0001594582,0.0000741563,0.00035063148,0.00006138142,0.0002759636,6.432867e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018687901,0.00022356799,0.015045156,0.00028280797,0.00018164718,0.000048122278,0.96151906,0.0000022351735,5.364964e-7,0.0035316837,0.0017107297,0.015585676],"study_design_scores_gemma":[0.0034584478,0.0047656843,0.054210655,0.00086508266,0.000003863083,0.000008074466,0.93582743,0.00000414611,0.0000015831564,0.00039980217,0.00031884474,0.00013637693],"about_ca_topic_score_codex":0.23216729,"about_ca_topic_score_gemma":0.595396,"teacher_disagreement_score":0.36322874,"about_ca_system_score_codex":0.0030101985,"about_ca_system_score_gemma":0.00040648138,"threshold_uncertainty_score":0.81547874},"labels":[],"label_agreement":null},{"id":"W3014027072","doi":"10.5206/uwomj.v88i2.7591","title":"Psychiatry and mental health in the medical community","year":2020,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychiatry; Unit (ring theory); Medical school; Burnout; Military psychiatry; Medicine; Medical education; Psychology; Clinical psychology","score_opus":0.03732959148668394,"score_gpt":0.32391317726303187,"score_spread":0.2865835857763479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014027072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85128045,0.00031320145,0.00007915356,0.14627787,0.00030916164,0.00012176277,0.000004896413,0.0000061064347,0.0016073914],"genre_scores_gemma":[0.98493075,0.0002213086,0.000106656116,0.014446447,0.0001204912,1.0089907e-7,0.000012521011,0.0000041982685,0.00015751328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981912,0.0006771035,0.00024446132,0.000102391285,0.00056521216,0.00021967615],"domain_scores_gemma":[0.9990374,0.00009813063,0.00013979878,0.000102946375,0.0000109536595,0.0006108075],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010916673,0.00008754737,0.00022448467,0.00004488067,0.0004273184,0.000012065391,0.0005834555,0.00010993787,0.004204002],"category_scores_gemma":[0.000016592048,0.000066620574,0.000048080507,0.000079289195,0.00020015262,0.00008148556,0.00011796496,0.0014289969,0.000018063809],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038049996,0.00074964174,0.8743905,0.00004292571,0.000055702738,0.00032469546,0.07353823,4.894289e-8,1.4967321e-7,0.00027379274,0.012894464,0.037349347],"study_design_scores_gemma":[0.005437962,0.0010065881,0.92587477,0.0002604115,0.000014492462,0.00094958156,0.032413248,0.000011923023,1.1029182e-7,0.00013569181,0.03380041,0.000094839794],"about_ca_topic_score_codex":0.06094495,"about_ca_topic_score_gemma":0.371038,"teacher_disagreement_score":0.31009305,"about_ca_system_score_codex":0.00011497721,"about_ca_system_score_gemma":0.0004256265,"threshold_uncertainty_score":0.9967063},"labels":[],"label_agreement":null},{"id":"W3014365250","doi":"10.1016/j.brat.2020.103614","title":"The importance of implementation science in scaling up psychological treatments","year":2020,"lang":"en","type":"editorial","venue":"Behaviour Research and Therapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Psychological intervention; Mental health; Psychosocial; Government (linguistics); Grey literature; Psychological resilience; Suicide prevention; Poison control; China; Public health; Psychology; Medicine; Nursing; MEDLINE; Psychiatry; Environmental health; Political science; Psychotherapist","score_opus":0.24231541858682,"score_gpt":0.6012090219693859,"score_spread":0.3588936033825659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014365250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88408554,0.0044957637,2.2211334e-7,0.00025717032,0.10910491,0.0013240257,0.000088881716,0.000013312342,0.00063015905],"genre_scores_gemma":[0.94096255,0.008098642,0.00002209308,0.00003187187,0.04857582,0.0008092293,0.00025371157,0.00003883815,0.00120724],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966416,0.0003112706,0.0004825182,0.00065878895,0.0011780384,0.0007277937],"domain_scores_gemma":[0.9984474,0.000619818,0.00018192235,0.00036989897,0.0001982556,0.0001827116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002013696,0.00019874061,0.00028759494,0.0002193723,0.0006029776,0.00012121627,0.00059440656,0.00023278773,0.0002820401],"category_scores_gemma":[0.0000557659,0.00012445242,0.000046946476,0.00067071454,0.0007296689,0.0000986175,0.00010447766,0.000723048,0.00001686787],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022937353,0.0009908519,0.3073379,0.000026112506,0.000061818195,0.00009556654,0.0016378383,9.799944e-9,0.000113556685,0.0006470101,0.2974597,0.38933587],"study_design_scores_gemma":[0.013034335,0.0057881223,0.8870515,0.00013666126,0.000027098942,0.00000516111,0.004024511,0.0000014561377,0.0007457603,0.0031422921,0.08561025,0.00043284596],"about_ca_topic_score_codex":0.0010790392,"about_ca_topic_score_gemma":0.00019145296,"teacher_disagreement_score":0.5797136,"about_ca_system_score_codex":0.00015627708,"about_ca_system_score_gemma":0.00014306743,"threshold_uncertainty_score":0.5075022},"labels":[],"label_agreement":null},{"id":"W3016721125","doi":"10.1097/02024458-200912000-00082","title":"Concepts In Harm Reduction As Part Of Addiction Intervention &amp; Treatment","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Harm reduction; Intervention (counseling); Addiction; Reduction (mathematics); Harm; Psychology; Medicine; Psychotherapist; Psychiatry; Criminology; Social psychology; Mathematics; Nursing; Public health","score_opus":0.05068692376390967,"score_gpt":0.3788403514689111,"score_spread":0.32815342770500144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016721125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98841023,0.0017582854,0.00002224291,0.0016403669,0.002398351,0.00030688778,0.000021083655,0.0000072967905,0.0054352614],"genre_scores_gemma":[0.9976118,0.0000993343,0.000020838395,0.00007225083,0.0003746015,0.000010522765,0.000037628106,0.0000071993686,0.0017657748],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988092,0.00020276685,0.0005378576,0.00010785286,0.00013261696,0.00020969193],"domain_scores_gemma":[0.9991052,0.000022350116,0.00046186685,0.00014509424,0.0000858598,0.00017958919],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037860908,0.00010768123,0.00017993772,0.00032359434,0.00017420751,0.000021834225,0.000098041695,0.00008760714,0.0019522454],"category_scores_gemma":[0.000014413004,0.00008032555,0.000117465795,0.00022431332,0.00006237537,0.0001941807,0.0000017271467,0.00016229601,0.00005985606],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009786877,0.0005654082,0.0033970608,0.0000075185244,0.00025113608,0.00005441206,0.008691394,0.0001455941,0.0003571224,0.0019242789,0.019255077,0.96437234],"study_design_scores_gemma":[0.014337476,0.013753741,0.6906945,0.0014847491,0.0007903172,0.0020444228,0.0064922185,0.000057071287,0.0060072406,0.0057776123,0.25803074,0.0005298799],"about_ca_topic_score_codex":0.030317808,"about_ca_topic_score_gemma":0.043719158,"teacher_disagreement_score":0.96384245,"about_ca_system_score_codex":0.00082340976,"about_ca_system_score_gemma":0.00013872533,"threshold_uncertainty_score":0.9989601},"labels":[],"label_agreement":null},{"id":"W3016888169","doi":"10.1080/09540261.2020.1741846","title":"Distress, desperation and despair: anxiety, depression and suicidality among rural South African youth","year":2020,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Psychiatry; Anxiety; Depression (economics); Mental health; Medicine; Distress; Psychology; Clinical psychology","score_opus":0.02457464172167906,"score_gpt":0.341865746320269,"score_spread":0.31729110459858995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016888169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9421865,0.046436988,0.000113548194,0.0059272335,0.00065888977,0.00043118812,0.00017213171,0.000029017454,0.00404454],"genre_scores_gemma":[0.9929364,0.004986888,0.00039252377,0.0012679297,0.00019343363,0.00002627778,0.00014728964,0.000009922349,0.000039374718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898696,0.00008473336,0.00036895653,0.00024695718,0.00019663142,0.00011574299],"domain_scores_gemma":[0.99946177,0.00002294296,0.00022633809,0.00011775211,0.00004643329,0.00012473609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014697836,0.00012799197,0.00020680077,0.000026403462,0.00006639671,0.000022583188,0.00013372184,0.00004691075,0.00037462544],"category_scores_gemma":[0.00003093773,0.000103164675,0.0000585927,0.00007649282,0.00007507762,0.00012915606,0.00006530179,0.00009528075,0.000010627562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087226574,0.000078324054,0.9646348,0.0010524846,0.00004968645,8.190352e-7,0.0008703109,1.417657e-7,0.000006931629,0.0022998033,0.00086120603,0.030058317],"study_design_scores_gemma":[0.0011014354,0.000120900295,0.99237186,0.0029508637,0.00012131055,0.000009333563,0.0017270085,0.00006871127,0.000029642313,0.0004739289,0.00083668315,0.00018831693],"about_ca_topic_score_codex":0.00020151881,"about_ca_topic_score_gemma":0.000047781738,"teacher_disagreement_score":0.050749898,"about_ca_system_score_codex":0.000016321288,"about_ca_system_score_gemma":0.000012992498,"threshold_uncertainty_score":0.42069334},"labels":[],"label_agreement":null},{"id":"W3017021634","doi":"10.7870/cjcmh-2019-016","title":"Need to Culturally Adapt and Improve Access to Evidence-Based Psychosocial Interventions for Canadian South-Asians: A Call to Action","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; University of Waterloo; University of Toronto","funders":"","keywords":"Psychosocial; Psychological intervention; Mental health; Psychology; Social support; Clinical psychology; Medicine; Psychiatry; Psychotherapist","score_opus":0.2123107649854698,"score_gpt":0.47263946906559595,"score_spread":0.26032870408012615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017021634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8950797,0.000473727,0.00017135392,0.097847275,0.0024604548,0.0030921013,0.00052438566,0.000008820349,0.00034222772],"genre_scores_gemma":[0.97611666,0.0000094220195,0.00043249453,0.022388348,0.00016767006,0.00010300204,0.000047915513,0.000027995957,0.0007065117],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99771255,0.0004936738,0.0006623275,0.0001740779,0.00016950839,0.0007878666],"domain_scores_gemma":[0.99496865,0.0001311316,0.00028566844,0.00031853942,0.00019924549,0.004096749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001067544,0.00021727856,0.00043475738,0.00081828743,0.0012884894,0.00018966662,0.00068683893,0.000103819504,0.00034843903],"category_scores_gemma":[0.000065787324,0.0002127262,0.00016472154,0.00039823083,0.000027927645,0.0003965129,0.0000358216,0.00049862283,0.000075047385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004437975,0.0007176404,0.06577602,0.0021533575,0.00046456067,0.000036141813,0.20247996,0.00008852212,0.00036870778,0.001097917,0.33012563,0.39225355],"study_design_scores_gemma":[0.010199716,0.025430705,0.7151523,0.010427764,0.00014770523,0.00014090074,0.102250695,0.00004638133,0.00020939243,0.00033898183,0.1343073,0.0013481589],"about_ca_topic_score_codex":0.74917907,"about_ca_topic_score_gemma":0.97737855,"teacher_disagreement_score":0.6493763,"about_ca_system_score_codex":0.0025143912,"about_ca_system_score_gemma":0.0017822589,"threshold_uncertainty_score":0.99101496},"labels":[],"label_agreement":null},{"id":"W3017358193","doi":"10.1177/0706743720920033","title":"Youth Mental Health Services: Promoting Wellness or Treating Mental Illness?","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Douglas College","funders":"","keywords":"Mental health; Mental illness; Psychology; Psychiatry","score_opus":0.033288370306620005,"score_gpt":0.3204156732680527,"score_spread":0.2871273029614327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017358193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8546445,0.0051889345,0.000007758951,0.12848513,0.007061033,0.00085125794,0.00027396347,0.000028216567,0.0034592089],"genre_scores_gemma":[0.9882436,0.000021121145,0.00028722888,0.009789954,0.0012414779,0.000006492009,0.00003541322,0.000042170537,0.00033258388],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978362,0.00027022455,0.0007491665,0.0002321059,0.00026501855,0.0006472967],"domain_scores_gemma":[0.99782366,0.000026011725,0.0007493273,0.00020415107,0.00003646439,0.0011603778],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005214764,0.00024274996,0.00035779475,0.000117638396,0.0015770012,0.00011796544,0.00060188817,0.00007930625,0.0017875916],"category_scores_gemma":[0.000004929716,0.0001536283,0.00013727215,0.00034849797,0.00008234859,0.0001919696,0.000023293473,0.00040877788,0.00009203724],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014619423,0.00037833906,0.1908115,0.0009905781,0.00091517763,0.00015239356,0.6804306,0.000012694543,0.000008517535,0.00675921,0.02164466,0.09643439],"study_design_scores_gemma":[0.018331643,0.0070916573,0.0362912,0.0039167847,0.00066892355,0.00242083,0.86120284,0.00050584006,0.00016753725,0.0024013198,0.06521827,0.0017831359],"about_ca_topic_score_codex":0.036432944,"about_ca_topic_score_gemma":0.21340445,"teacher_disagreement_score":0.18077226,"about_ca_system_score_codex":0.00022917654,"about_ca_system_score_gemma":0.0012006055,"threshold_uncertainty_score":0.99972284},"labels":[],"label_agreement":null},{"id":"W3018079392","doi":"10.1016/j.socscimed.2020.113007","title":"Governance of mental healthcare: Fragmented accountability","year":2020,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Mental Health Association; Centre for Global Health Research; York University","funders":"","keywords":"Health care; Mental health; Accountability; Statute; Government (linguistics); Public administration; Corporate governance; Neglect; Health policy; Mental healthcare; Political science; Economic growth; Business; Medicine; Economics; Nursing; Law; Finance; Psychiatry","score_opus":0.05990717640515906,"score_gpt":0.43504327185981523,"score_spread":0.37513609545465615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018079392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9366871,0.00059299543,0.000015946904,0.042299435,0.0010201121,0.00043054693,0.000032110456,0.000035188357,0.018886529],"genre_scores_gemma":[0.995232,0.000019537927,0.00000789588,0.004131445,0.0004330632,0.000018670284,0.000008104297,0.0000055263595,0.00014377992],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982331,0.000057327365,0.00032580335,0.0003607132,0.0006607965,0.0003622506],"domain_scores_gemma":[0.9993659,0.00003472292,0.00020140938,0.00012925213,0.000069174894,0.00019950847],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051553914,0.000105851606,0.000255485,0.00002224496,0.00039207743,0.0000074575237,0.00037424333,0.000047775575,0.0016051108],"category_scores_gemma":[0.00005586641,0.00008158135,0.000033890326,0.0008332583,0.001212506,0.00022197167,0.000051607723,0.00012474608,0.00003097151],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090521044,0.00079441647,0.26191366,0.00031133273,0.000052699095,0.000021014763,0.24885175,8.335359e-8,0.01581807,0.09295046,0.027974617,0.35040668],"study_design_scores_gemma":[0.006147111,0.0019054965,0.95204306,0.00015130834,0.000050950046,0.0000049143214,0.020782541,0.00003364697,0.0032128254,0.0014564891,0.013834383,0.0003773021],"about_ca_topic_score_codex":0.0025777216,"about_ca_topic_score_gemma":0.000038926664,"teacher_disagreement_score":0.69012934,"about_ca_system_score_codex":0.00018734732,"about_ca_system_score_gemma":0.00006262219,"threshold_uncertainty_score":0.9993076},"labels":[],"label_agreement":null},{"id":"W3018348673","doi":"10.1017/s0033291720000884","title":"Patterns of care and dropout rates from outpatient mental healthcare in low-, middle- and high-income countries from the World Health Organization's World Mental Health Survey Initiative","year":2020,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health; Consejería de Sanidad y Política Social, Comunidad Autónoma de la Región de Murcia; European Regional Development Fund; Instituto de Salud Carlos III; Fundação para a Ciência e a Tecnologia; Executive Agency for Health and Consumers; Pan American Health Organization; Substance Abuse and Mental Health Services Administration; Ministerstwo Zdrowia; Ministerio de Salud; H. Lundbeck A/S; Servier; Regione Piemonte; GlaxoSmithKline; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministry of Health, Labour and Welfare; John W. Alden Trust; Universidade de Lisboa; Agencia Estatal de Investigación; National Insurance Institute of Israel; Fogarty International Center; Bundesministerium für Gesundheit; Ministerio de Ciencia e Innovación; Generalitat de Catalunya; Pfizer Foundation; AstraZeneca; Fundação de Amparo à Pesquisa do Estado de São Paulo; Norway Grants; Fundação Champalimaud; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; Fundación para la Formación e Investigación Sanitarias de la Región de Murcia; World Health Organization; National Institute on Drug Abuse; Public Health Agency; Ministerio de Ciencia, Innovación y Universidades; Ministerio de Ciencia y Tecnología; University of Michigan; U.S. Public Health Service; John D. and Catherine T. MacArthur Foundation; Eli Lilly and Company; Pfizer; Servicio Murciano de Salud; Royal Society; Royal Society Te Apārangi; Robert Wood Johnson Foundation","keywords":"Dropout (neural networks); Mental health; Referral; Medicine; Psychiatry; Health care; Family medicine; Economic growth","score_opus":0.0769261989403802,"score_gpt":0.391000416477997,"score_spread":0.3140742175376168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018348673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8713157,0.0142764095,0.000016561173,0.109049305,0.000733831,0.0013691435,0.0031444225,0.000038982114,0.00005564235],"genre_scores_gemma":[0.96367824,0.0015304087,0.00006852673,0.03119304,0.0002275254,0.000040865798,0.0032035988,0.000028288545,0.000029523138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962284,0.0012350001,0.00096547906,0.0007465683,0.00036294822,0.00046162456],"domain_scores_gemma":[0.9978012,0.0008954538,0.00052052987,0.00026475327,0.00008211327,0.0004359593],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042247778,0.00033845476,0.00089501124,0.000115670846,0.00031862827,0.000021233838,0.00023951387,0.00009202959,0.0015474715],"category_scores_gemma":[0.00008222163,0.00021463718,0.000024937179,0.0006253222,0.0003034257,0.00008277145,0.0001284929,0.0004087202,0.000016397686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080635963,0.00021192174,0.9453531,0.00016276001,0.000045007768,0.000010444142,0.043205425,1.07878066e-7,0.0000016619354,0.0003442362,0.0024439893,0.0074150134],"study_design_scores_gemma":[0.0050759814,0.002486973,0.9803195,0.0009790633,0.00001083052,0.0000015020117,0.010628119,0.0000051150932,0.000014606326,0.00012872175,0.00018832216,0.00016129191],"about_ca_topic_score_codex":0.030601539,"about_ca_topic_score_gemma":0.039629754,"teacher_disagreement_score":0.09236252,"about_ca_system_score_codex":0.00019825822,"about_ca_system_score_gemma":0.000022589822,"threshold_uncertainty_score":0.99936527},"labels":[],"label_agreement":null},{"id":"W3019799001","doi":"10.1016/j.jadohealth.2020.01.022","title":"Depressed Individuals and Depressed Populations","year":2020,"lang":"en","type":"letter","venue":"Journal of Adolescent Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Research Canada; Public Health Ontario; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Psychology; Psychiatry; Medicine; Clinical psychology","score_opus":0.10811713174908033,"score_gpt":0.4053402742599419,"score_spread":0.29722314251086157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019799001","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076784277,0.012059461,0.00019675349,0.9746996,0.0038063664,0.0009606244,0.00015846285,0.000038035152,0.00040222242],"genre_scores_gemma":[0.06617481,0.0008231121,0.0010885928,0.92261904,0.008544062,0.000013330791,0.00019528547,0.000088964625,0.0004527667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996437,0.0005707777,0.0013963192,0.00037370727,0.0006080051,0.0006141897],"domain_scores_gemma":[0.99690187,0.00011828459,0.0021333552,0.00029960953,0.00009686742,0.00045002176],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00034931625,0.0003705443,0.0009687844,0.00033662582,0.0002853883,0.0000818009,0.00037655773,0.00041598646,0.00031365964],"category_scores_gemma":[0.00002767556,0.0003114671,0.00018847217,0.0001837185,0.000059148995,0.00014482852,0.0000735382,0.0026219743,0.000056991204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007732553,0.00020132128,0.029462025,0.00083246763,0.00012917505,0.00037121357,0.0006086332,6.352744e-7,8.8750176e-7,0.000037832033,0.9520033,0.016275201],"study_design_scores_gemma":[0.0034772067,0.00087672094,0.2238385,0.0015330763,0.00022439918,0.00038382877,0.00015181143,0.0000051810816,0.0000051876295,0.00058048125,0.7685295,0.0003941242],"about_ca_topic_score_codex":0.00015874588,"about_ca_topic_score_gemma":0.000011664986,"teacher_disagreement_score":0.19437647,"about_ca_system_score_codex":0.00021953708,"about_ca_system_score_gemma":0.00022535973,"threshold_uncertainty_score":0.9999337},"labels":[],"label_agreement":null},{"id":"W3020513004","doi":"10.1016/j.socscimed.2020.113011","title":"Choice, coercion, and/or muddling through: Older adults’ experiences in seeking psychological treatment","year":2020,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Help-seeking; Mental health; Coercion (linguistics); Categorization; Psychology; Qualitative research; Medicine; Psychiatry; Sociology","score_opus":0.11520998521036767,"score_gpt":0.4662659033761436,"score_spread":0.3510559181657759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020513004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810623,0.0007073818,0.000035964236,0.007494397,0.0006766805,0.0005180168,0.0000015131445,0.00005489796,0.009448838],"genre_scores_gemma":[0.9953421,0.00007608208,0.000035239194,0.0034635107,0.00078651845,0.00017500907,0.000004114434,0.0000072669086,0.00011019373],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99807316,0.000077908655,0.0003301133,0.0006370816,0.00036342177,0.000518343],"domain_scores_gemma":[0.9994437,0.000115487725,0.000102926744,0.000100727375,0.000028077617,0.00020909433],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002901939,0.0001769268,0.00031865662,0.00006471171,0.0005875387,0.000023829967,0.00025683412,0.00008610214,0.0015669191],"category_scores_gemma":[0.00008764168,0.000106146545,0.000026276644,0.0009454413,0.0010885781,0.00022968966,0.000037654143,0.00012872233,0.000022897442],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030486588,0.00034754327,0.06705464,0.000021046046,0.000006930221,0.000086694476,0.75163853,7.239254e-8,0.00015485291,0.0009137988,0.00054258166,0.17892843],"study_design_scores_gemma":[0.0138563095,0.0044453377,0.52907526,0.00040203528,0.00004549841,0.000028807804,0.4461588,0.00017640818,0.00016671713,0.00034634362,0.0047465996,0.0005519091],"about_ca_topic_score_codex":0.0011609063,"about_ca_topic_score_gemma":0.00010394941,"teacher_disagreement_score":0.4620206,"about_ca_system_score_codex":0.000117513446,"about_ca_system_score_gemma":0.000023374021,"threshold_uncertainty_score":0.9993458},"labels":[],"label_agreement":null},{"id":"W3022767606","doi":"10.1016/j.jclinepi.2004.01.001","title":"International differences in major depression prevalence: what do they mean?","year":2004,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Scopus; CIDI; Epidemiology; Comorbidity; National Comorbidity Survey; Depression (economics); Psychiatry; Psychiatric epidemiology; MEDLINE; Medicine; Population; Major depressive disorder; Psychology; Clinical psychology; Gerontology; Demography; Environmental health; Internal medicine; Political science","score_opus":0.27774685300860047,"score_gpt":0.5625707210048725,"score_spread":0.284823867996272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022767606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760338,0.0051978608,0.000187653,0.007747913,0.008141723,0.00016737496,0.0000028892207,0.000007651442,0.0025131118],"genre_scores_gemma":[0.9855871,0.010089172,0.0011261243,0.0019180418,0.0010217937,0.000011106032,0.0000022588035,0.000008720043,0.00023565804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99321336,0.0024541456,0.0034730823,0.0003108261,0.00020087058,0.00034770634],"domain_scores_gemma":[0.9889277,0.008510176,0.0020456535,0.00020896304,0.00008457835,0.00022288784],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0096707065,0.00015293842,0.0012402921,0.00015676928,0.00004804454,0.000018440673,0.0005689891,0.00035229817,0.0011632463],"category_scores_gemma":[0.0035431373,0.000095526906,0.00032625598,0.00006575225,0.0001405523,0.0003796834,0.00007713683,0.0008240328,0.00010077007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008348838,0.000687144,0.86416787,0.000018611396,0.00008550847,0.000092119815,0.00034832687,0.000015736237,0.0000022451343,0.0028233146,0.0002498637,0.13067439],"study_design_scores_gemma":[0.0041778916,0.00063145126,0.9412106,0.00058094575,0.00002963693,0.000106028085,0.0004275989,0.000008244136,0.000004972164,0.05202144,0.00071455777,0.00008660214],"about_ca_topic_score_codex":0.00011490391,"about_ca_topic_score_gemma":0.00005663664,"teacher_disagreement_score":0.13058779,"about_ca_system_score_codex":0.000071576345,"about_ca_system_score_gemma":0.000053416996,"threshold_uncertainty_score":0.99974984},"labels":[],"label_agreement":null},{"id":"W3023348699","doi":"10.1192/s174936760000309x","title":"Evaluation of a mental health training project in the Republic of the Sudan using the Mental Health Gap Action Programme curriculum","year":2012,"lang":"en","type":"article","venue":"International Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Intervention (counseling); Curriculum; Relevance (law); Global mental health; Action (physics); Medicine; Medical education; Training (meteorology); Primary care; Nursing; Psychology; Family medicine; Psychiatry; Political science; Pedagogy","score_opus":0.2691284890025006,"score_gpt":0.5116666827218868,"score_spread":0.24253819371938617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023348699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604624,0.0015488463,0.000013022428,0.027008325,0.006425326,0.0023249567,0.000052242252,0.000011369514,0.0021535368],"genre_scores_gemma":[0.9980729,0.000021441276,0.00024522463,0.0010069733,0.00037099776,0.00014680358,0.000080779064,0.000012343533,0.00004248736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675864,0.0010545608,0.0006124521,0.00018923829,0.0010085738,0.00037653855],"domain_scores_gemma":[0.998807,0.000039559738,0.000759414,0.00026455976,0.00008656968,0.000042901658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004463437,0.0001313306,0.00016134593,0.00012915918,0.00027667973,0.000023008462,0.0004083968,0.0000460924,0.00013698307],"category_scores_gemma":[0.000024035518,0.00007111686,0.00011097102,0.00037066083,0.00008056397,0.00021860983,0.00004366979,0.00020948368,0.0000024671076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023459195,0.004958714,0.64802665,0.00012727278,0.00034725264,1.0858289e-7,0.09435653,0.000016392501,0.000039835017,0.024811402,0.012962992,0.21411826],"study_design_scores_gemma":[0.007074616,0.00073583575,0.785143,0.00075937004,0.00010152029,0.00021437171,0.1911311,0.0043984163,0.000040454222,0.002088844,0.00800832,0.0003041503],"about_ca_topic_score_codex":0.0045053144,"about_ca_topic_score_gemma":0.0016095374,"teacher_disagreement_score":0.21381411,"about_ca_system_score_codex":0.0004947529,"about_ca_system_score_gemma":0.0004121417,"threshold_uncertainty_score":0.6810718},"labels":[],"label_agreement":null},{"id":"W3023576542","doi":"10.2147/ndt.s241780","title":"&lt;p&gt;Prevalence and Determinants of Long-Term Utilization of Antidepressant Drugs: A Retrospective Cohort Study&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; Université de Sherbrooke","funders":"","keywords":"Medicine; Medical prescription; Antidepressant; Polypharmacy; Retrospective cohort study; Cohort; Logistic regression; Defined daily dose; Cohort study; Internal medicine; Psychiatry; Pediatrics; Pharmacology","score_opus":0.026784982834154102,"score_gpt":0.3288335016324466,"score_spread":0.30204851879829253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023576542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900609,0.0066598007,0.000004300595,0.00007288637,0.00024196804,0.0021041483,0.00020983937,0.000037193815,0.0006089136],"genre_scores_gemma":[0.9962272,0.003238333,0.000014425113,0.000069209505,0.000069921,0.0001555995,0.000023837958,0.000028492124,0.00017298873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979958,0.00019074128,0.000513052,0.0007327236,0.0003051669,0.00026253005],"domain_scores_gemma":[0.9987494,0.00006242387,0.00033916906,0.0003683747,0.000057617923,0.00042306285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007156001,0.0003065287,0.00052363175,0.000113481496,0.00013519193,0.000020630912,0.00012021253,0.000046540834,0.00015738873],"category_scores_gemma":[0.000016655236,0.00024437974,0.00009078329,0.0003174684,0.000091378664,0.00011417186,0.00007155088,0.00004860366,0.000008055194],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009907405,0.0028717737,0.97488165,0.00032325316,0.00020540132,0.00018989113,0.0011254579,4.3760215e-7,0.000021720312,0.00012358936,0.0000403517,0.019225745],"study_design_scores_gemma":[0.0035841444,0.0025537063,0.9924036,0.00005621744,0.0010386336,0.0000057456405,0.00005493547,0.000059848404,0.000046922,0.000026383774,0.000010327676,0.00015952371],"about_ca_topic_score_codex":0.000052202988,"about_ca_topic_score_gemma":0.000024667866,"teacher_disagreement_score":0.01906622,"about_ca_system_score_codex":0.00003506488,"about_ca_system_score_gemma":0.000038530936,"threshold_uncertainty_score":0.9965517},"labels":[],"label_agreement":null},{"id":"W3024230087","doi":"10.3138/jmvfh-2019-0016","title":"Investigating the characteristics of Canadian Armed Forces help-seekers, non-help seekers, and no mental health need groups: A population-based analysis","year":2020,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Seekers; Mental health; Distrust; Stigma (botany); Help-seeking; Population; Psychology; Preference; Health care; Refugee; Medicine; Psychiatry; Political science; Environmental health","score_opus":0.037674850488629244,"score_gpt":0.31815206313696814,"score_spread":0.2804772126483389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024230087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97125584,0.0086386325,0.00003969403,0.018694213,0.00036376226,0.000575662,0.00035142576,0.000007938779,0.00007282936],"genre_scores_gemma":[0.974819,0.0016843324,0.00082331814,0.022208778,0.00022311676,0.0000059250647,0.00020485795,0.00001841553,0.000012241755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972883,0.0004156384,0.0012505762,0.00026695558,0.00030005063,0.0004785011],"domain_scores_gemma":[0.9976794,0.0001877571,0.000773117,0.00017177881,0.00008004077,0.0011078842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009098716,0.0002353984,0.0008150842,0.00052092096,0.0005415228,0.000018610732,0.00017589134,0.00007821157,0.00003881172],"category_scores_gemma":[0.000033637407,0.00017671195,0.00015327985,0.0006775821,0.00011069073,0.00014762906,0.000021851654,0.00033594342,0.0000023717912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069667364,0.00016159797,0.93634313,0.00091485464,0.0007147555,0.000022028727,0.026645,0.000018107166,0.00010418316,0.00005003085,0.008795087,0.025534526],"study_design_scores_gemma":[0.0020173062,0.0020740964,0.9842925,0.00022552612,0.00011925354,0.000017015695,0.007343372,0.0029697835,0.0000011910086,0.000018785313,0.00077629625,0.00014483926],"about_ca_topic_score_codex":0.21676992,"about_ca_topic_score_gemma":0.019138478,"teacher_disagreement_score":0.19763145,"about_ca_system_score_codex":0.00019106457,"about_ca_system_score_gemma":0.00037366233,"threshold_uncertainty_score":0.9987597},"labels":[],"label_agreement":null},{"id":"W3024646757","doi":"10.1186/s12888-020-02596-y","title":"Decomposing socioeconomic inequality in poor mental health among Iranian adult population: results from the PERSIAN cohort study","year":2020,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Ministry of Health and Medical Education","keywords":"Socioeconomic status; Mental health; Disadvantaged; Inequality; Persian; Cohort; Demography; Population; Health equity; Geography; Psychology; Gerontology; Medicine; Environmental health; Public health; Sociology; Economic growth; Psychiatry; Economics","score_opus":0.040651955200593955,"score_gpt":0.3614010396116351,"score_spread":0.32074908441104116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024646757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9680845,0.00031617394,0.000007649842,0.025860827,0.0021870285,0.0022429235,0.00026984367,0.00007266977,0.0009583769],"genre_scores_gemma":[0.9916866,0.0000065606214,0.00043032086,0.0065593882,0.0006482387,0.0000717921,0.0005302891,0.000028419192,0.000038381095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971729,0.00066182675,0.0008989694,0.0006876951,0.00018196512,0.0003966289],"domain_scores_gemma":[0.9989293,0.00008283453,0.0003711387,0.00040151898,0.000011082032,0.00020411331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005350446,0.00023407635,0.00037487815,0.00004212452,0.00048438238,0.0000569513,0.00032485917,0.0000910102,0.0003785514],"category_scores_gemma":[0.000010920344,0.00019197463,0.00010088797,0.00014658217,0.000040651757,0.00014700575,0.00006144791,0.0002881618,0.0002186842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007672381,0.0005847891,0.9781903,0.000019130694,0.000062164414,8.2538634e-7,0.014473476,0.0000040307,2.501126e-7,0.00015434457,0.004908298,0.00083515624],"study_design_scores_gemma":[0.0054689143,0.00025108887,0.9728093,0.000041239186,0.000020069338,8.963471e-7,0.020902093,0.00016868007,2.3816952e-7,0.00010846131,0.000058204078,0.00017077493],"about_ca_topic_score_codex":0.045862295,"about_ca_topic_score_gemma":0.05802835,"teacher_disagreement_score":0.023602104,"about_ca_system_score_codex":0.00024493228,"about_ca_system_score_gemma":0.000064699016,"threshold_uncertainty_score":0.9604914},"labels":[],"label_agreement":null},{"id":"W3025136406","doi":"","title":"IMPACT OF PHARMACY REFORM ON THE DYNAMICS OF THE USE OF DRUGS AND PSYCHOACTIVE SUBSTANCES ACCORDING TO THE 2013-2016 CLINICAL DATA FROM THE \"CENTER FOR MENTAL HEALTH AND PREVENTION OF ADDICTION\".","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medical prescription; Pharmacy; Addiction; Medicine; Psychoactive drug; Codeine; Psychiatry; Prescription Drug Misuse; Population; Legislature; Pharmacology; Drug; Environmental health; Family medicine; Opioid; Law","score_opus":0.28094281583775665,"score_gpt":0.49711817586219426,"score_spread":0.2161753600244376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025136406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837045,0.0004439713,0.000017997187,0.008863176,0.0005759297,0.0025871578,0.0036297787,0.000002227672,0.0001752378],"genre_scores_gemma":[0.9985745,0.0007186082,0.000023161123,0.00018926167,0.000068758774,0.00020755889,0.00009557475,0.000007975929,0.000114632756],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988378,0.00022548073,0.00042613686,0.00020276949,0.00013689291,0.00017090492],"domain_scores_gemma":[0.9976679,0.00054148486,0.00088805915,0.0008131965,0.000034686207,0.00005468668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009362789,0.0000941493,0.0002160875,0.000018036997,0.00029516773,0.000021274655,0.00053783343,0.000029063978,0.00001569813],"category_scores_gemma":[0.00005461082,0.00003639918,0.00008314604,0.00004293068,0.0002199647,0.00021550435,0.00016463664,0.00009537385,3.0052462e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032011878,0.00041149187,0.4244768,0.000025231739,0.00044325917,2.677603e-8,0.0015890382,3.008155e-7,0.000002664772,0.00025509257,0.010871739,0.55872315],"study_design_scores_gemma":[0.0020406572,0.00019877974,0.99460256,0.000091239286,0.00005670295,4.453329e-7,0.0014106814,0.0002133576,0.00003528694,0.00015833444,0.0011542303,0.00003772139],"about_ca_topic_score_codex":0.0041288054,"about_ca_topic_score_gemma":0.0012816789,"teacher_disagreement_score":0.57012576,"about_ca_system_score_codex":0.000061931045,"about_ca_system_score_gemma":0.000025084757,"threshold_uncertainty_score":0.6241546},"labels":[],"label_agreement":null},{"id":"W3026469623","doi":"10.1186/s12889-020-08736-z","title":"Improving mental health literacy in year 9 high school children across Wales: a protocol for a randomised control treatment trial (RCT) of a mental health literacy programme across an entire country","year":2020,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Llywodraeth Cymru","keywords":"Mental health; Mental health literacy; Medicine; Randomized controlled trial; Biostatistics; Cluster randomised controlled trial; Health literacy; Public health; Context (archaeology); Intervention (counseling); Psychiatry; Mental illness; Nursing; Health care; Surgery","score_opus":0.05894394406036918,"score_gpt":0.4494579305600639,"score_spread":0.3905139864996947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026469623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5208053,0.00049714267,0.00061586755,0.016317861,0.00055221707,0.4544709,0.006455812,0.0002682491,0.000016647198],"genre_scores_gemma":[0.62956744,0.000038115002,0.0036959036,0.0071590655,0.0010053384,0.3540204,0.004179369,0.0001611962,0.00017319346],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98909,0.0019996976,0.0032532343,0.0015899611,0.0007047997,0.0033622822],"domain_scores_gemma":[0.99394643,0.00026387427,0.0022537543,0.00076850946,0.00014919457,0.0026182348],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038482365,0.00081517064,0.0021310244,0.00021061678,0.0011440014,0.00053510786,0.0006357676,0.00025822176,0.00027311052],"category_scores_gemma":[0.00010597902,0.00069225073,0.00040599031,0.0007731323,0.00016214028,0.0011257882,0.00012522416,0.0004508035,0.00003219836],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.20500985,0.012425861,0.05909439,0.0030438898,0.0002926095,0.0000058415494,0.07421091,8.184875e-7,0.000008761735,0.0002333402,0.001797056,0.6438767],"study_design_scores_gemma":[0.9112718,0.03174371,0.0286006,0.0005936965,0.000014289187,0.000028983046,0.0054511987,0.0009960328,0.00001293049,0.000021174217,0.020551866,0.0007137039],"about_ca_topic_score_codex":0.019790154,"about_ca_topic_score_gemma":0.002180375,"teacher_disagreement_score":0.706262,"about_ca_system_score_codex":0.0031397603,"about_ca_system_score_gemma":0.0038974823,"threshold_uncertainty_score":0.99955285},"labels":[],"label_agreement":null},{"id":"W3026892237","doi":"10.1093/schbul/sbaa029.746","title":"T186. IMPACT OF A STRUCTURED VALIDATED FAMILY PSYCHOEDUCATIONAL PROGRAM (PROFAMILLE) ON MENTAL HEALTH CARE OF PEOPLE WITH SCHIZOPHRENIA SPECTRUM DISORDERS: PRELIMINARY RESULTS","year":2020,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychoeducation; Psychosocial; Rehabilitation; Schizophrenia (object-oriented programming); Psychological intervention; Mental health; Intervention (counseling); Psychiatry; Cognitive remediation therapy; Psychology; Cognition; Cognitive rehabilitation therapy; Clinical psychology; Medicine; Physical therapy","score_opus":0.015829204754407255,"score_gpt":0.33261747623672805,"score_spread":0.3167882714823208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026892237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97662807,0.0015394252,0.000007738369,0.014301741,0.0004321842,0.0033744664,0.0015519061,0.00016356682,0.0020009207],"genre_scores_gemma":[0.99265736,0.00006996232,0.0042689424,0.0003458084,0.00020765378,0.00026284164,0.0020145169,0.000083471146,0.000089434536],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9963467,0.00032339193,0.0010901818,0.0009368736,0.0006061814,0.00069663546],"domain_scores_gemma":[0.99782854,0.00009876348,0.0009133558,0.0006463776,0.00008449143,0.00042845396],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017133338,0.00055429456,0.0007907577,0.00022413512,0.00026415684,0.0000316636,0.00048520922,0.0001717177,0.0010291482],"category_scores_gemma":[0.00002307489,0.00043060823,0.00026579204,0.0007551246,0.00016933473,0.00005805243,0.00008142697,0.0004226887,0.00012949193],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6340507,0.008518851,0.026506744,0.0015167871,0.0018837356,0.000024932526,0.05739967,0.00019216415,0.00040729097,0.0037270042,0.122147694,0.14362442],"study_design_scores_gemma":[0.037595898,0.055059146,0.8931243,0.0006444917,0.00012771129,0.000027278806,0.007466536,0.00003769604,0.00065294735,0.00027879025,0.0040337164,0.0009515294],"about_ca_topic_score_codex":0.001896519,"about_ca_topic_score_gemma":0.00019984662,"teacher_disagreement_score":0.8666175,"about_ca_system_score_codex":0.00019557112,"about_ca_system_score_gemma":0.0003842555,"threshold_uncertainty_score":0.99988407},"labels":[],"label_agreement":null},{"id":"W3027634725","doi":"10.1093/schbul/sbaa031.309","title":"S243. RACIAL AND ETHNIC DIFFERENCES IN PATHWAY TO CARE AND BASELINE CHARACTERISTICS IN EARLY INTERVENTION SERVICES FOR PSYCHOSIS IN NEW YORK STATE","year":2020,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Context (archaeology); Intervention (counseling); Medicine; Psychiatry; Psychosis; Mental health; Gerontology; Psychology","score_opus":0.04019459289368633,"score_gpt":0.32336089146546976,"score_spread":0.28316629857178344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027634725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929278,0.0025000733,0.000036977366,0.003069056,0.00028461782,0.0009919602,0.0001306217,0.000019983372,0.00003889118],"genre_scores_gemma":[0.99808466,0.0000871739,0.00070042437,0.0005673966,0.00014823131,0.00018261267,0.00007564855,0.000019003492,0.00013484903],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985163,0.00015950343,0.0004793268,0.00045812601,0.00008893209,0.00029779554],"domain_scores_gemma":[0.99949104,0.00010147566,0.00010810636,0.00010189306,0.00001783113,0.0001796441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020916443,0.00019042433,0.00033894184,0.0001607682,0.00004336129,0.000053737684,0.00012609267,0.00009776699,0.00019882801],"category_scores_gemma":[0.000022806878,0.00018104748,0.000031903124,0.00024416245,0.000018929633,0.00004470907,0.000058582016,0.00018342685,0.000043461976],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068247817,0.00018276348,0.4596731,0.00062301167,0.0000132313,0.000018227993,0.032598708,2.8293317e-7,0.000040125953,0.000101138285,0.00021950867,0.49970514],"study_design_scores_gemma":[0.0064905644,0.0007869977,0.9870357,0.00051807193,0.000009585299,7.5711165e-7,0.0018299244,0.000037626003,0.00003734264,0.00016840128,0.0028683618,0.00021666815],"about_ca_topic_score_codex":0.004547744,"about_ca_topic_score_gemma":0.01476246,"teacher_disagreement_score":0.5273626,"about_ca_system_score_codex":0.000031724772,"about_ca_system_score_gemma":0.000010748476,"threshold_uncertainty_score":0.82377994},"labels":[],"label_agreement":null},{"id":"W3027912412","doi":"10.1093/schbul/sbaa031.304","title":"S238. PATIENT ENGAGEMENT TO EARLY INTERVENTION IN PSYCHOSIS SERVICES: RETROSPECTIVE ANALYSIS OF ENGAGEMENT PATTERNS","year":2020,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Disengagement theory; Psychiatry; Population; Medicine; Intervention (counseling); Mental health; Clinical psychology; Cohort; Medical record; Psychology; Gerontology","score_opus":0.028289717453331194,"score_gpt":0.32383900066131666,"score_spread":0.29554928320798546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027912412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99375725,0.00016103726,0.0002255768,0.002548528,0.00037345442,0.0011445842,0.00017005327,0.000056682256,0.0015628503],"genre_scores_gemma":[0.99726176,0.00001655532,0.000584104,0.0014138115,0.000067996574,0.00041835877,0.00011763759,0.000027999724,0.000091797665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970933,0.00054975384,0.00084191497,0.00072046823,0.00039003728,0.00040453183],"domain_scores_gemma":[0.99891025,0.000061637955,0.0003162151,0.00042110158,0.00006439963,0.00022637965],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047075856,0.00027221016,0.00055033277,0.00050869863,0.000102276426,0.000038044243,0.00034518738,0.00009009674,0.01059994],"category_scores_gemma":[0.000015559946,0.00026477542,0.0002713235,0.0012542177,0.000018015393,0.00004698655,0.00020084761,0.0003152961,0.0006513097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033230255,0.0019128066,0.89471096,0.0002893723,0.0019625914,0.000053624353,0.032623895,0.00010016305,0.00011813662,0.0013369792,0.0018420363,0.0617264],"study_design_scores_gemma":[0.002805733,0.0014336105,0.9866714,0.0001850628,0.0004249123,2.1480238e-7,0.0032715295,0.00005218935,0.00034649158,0.0000453006,0.004487819,0.0002757639],"about_ca_topic_score_codex":0.0036607631,"about_ca_topic_score_gemma":0.0008639898,"teacher_disagreement_score":0.0919604,"about_ca_system_score_codex":0.00016394071,"about_ca_system_score_gemma":0.000004083554,"threshold_uncertainty_score":0.99998045},"labels":[],"label_agreement":null},{"id":"W3027923118","doi":"10.5430/jnep.v10n9p1","title":"Assessment of nursing students’ attitudes and stigma towards mental illness: A cross-sectional study","year":2020,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental illness; Stigma (botany); Mentally ill; Cross-sectional study; Psychology; Clinical psychology; Nursing; Medicine; Psychiatry; Mental health","score_opus":0.18506654837646302,"score_gpt":0.5934774971784095,"score_spread":0.40841094880194645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027923118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850534,0.0014599275,0.000075843454,0.004457214,0.0024503178,0.0003192341,0.00000388949,0.0000060364905,0.0061740936],"genre_scores_gemma":[0.9975889,0.00011308851,0.0013746023,0.000418323,0.0003586612,0.000006795697,0.0000037054474,0.00000984178,0.00012612905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845964,0.0003385872,0.000492058,0.00017165308,0.0004210519,0.00011699644],"domain_scores_gemma":[0.99863833,0.00024903103,0.00066650164,0.00007201854,0.00020042919,0.00017368753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076706806,0.00010838253,0.00020106338,0.00009937968,0.00035882508,0.00012901169,0.000105329425,0.000047533747,0.0001634708],"category_scores_gemma":[0.00010744365,0.000094781,0.000033655033,0.0001315281,0.000092671566,0.00059787626,0.00001896746,0.00022511215,0.0000015187286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086234673,0.016394302,0.7859234,0.000051323186,0.00021338624,0.000008140106,0.05278813,0.0000014244155,0.00013678668,0.00037479968,0.0011535883,0.14209235],"study_design_scores_gemma":[0.0015517105,0.0012069372,0.956709,0.00020951213,0.00014445907,0.0006402277,0.038760614,0.00000581082,0.00001572757,0.000066064786,0.00060969027,0.000080199425],"about_ca_topic_score_codex":0.000047222686,"about_ca_topic_score_gemma":7.4525457e-7,"teacher_disagreement_score":0.17078562,"about_ca_system_score_codex":0.00018591821,"about_ca_system_score_gemma":0.00016293637,"threshold_uncertainty_score":0.3865057},"labels":[],"label_agreement":null},{"id":"W3028069033","doi":"10.1093/schbul/sbaa031.307","title":"S241. FACTORS ASSOCIATED WITH EARLY RISK OF DISENGAGEMENT FROM EARLY PSYCHOSIS INTERVENTION SERVICES","year":2020,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Disengagement theory; Ethnic group; Intervention (counseling); Psychiatry; Psychology; Psychosis; Mental health; Medicine; Clinical psychology; Gerontology","score_opus":0.027159536321086843,"score_gpt":0.2857898586699509,"score_spread":0.258630322348864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028069033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99623555,0.0003528292,0.000048074427,0.0009802214,0.00036046348,0.00056764885,0.00049340405,0.000129053,0.0008327341],"genre_scores_gemma":[0.9988222,0.000014888309,0.00020956615,0.00017872278,0.00011060686,0.00007521563,0.00029351903,0.00004343621,0.0002518108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978698,0.00044896838,0.0005013184,0.0005213006,0.0003255156,0.00033310725],"domain_scores_gemma":[0.99868554,0.00017628862,0.0005681254,0.000306059,0.00005477427,0.00020920494],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018013873,0.00028598148,0.00038845034,0.000069564754,0.00018139146,0.000053546977,0.00033482886,0.00013183353,0.006044242],"category_scores_gemma":[0.000020125797,0.00022469168,0.00016382846,0.00025362484,0.00005578266,0.000073666,0.000073319825,0.00033191894,0.000575499],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030882962,0.00072856696,0.9799668,0.00006933876,0.0009187904,0.000011677078,0.005456515,0.0000022723154,0.000051462317,0.00015552161,0.0013239536,0.008226801],"study_design_scores_gemma":[0.0048838197,0.0009768096,0.99130315,0.00023105186,0.00025572197,7.6794926e-8,0.0008899304,0.000006972144,0.0004221981,0.0001428993,0.0006606911,0.00022666063],"about_ca_topic_score_codex":0.008667793,"about_ca_topic_score_gemma":0.0004819836,"teacher_disagreement_score":0.011336363,"about_ca_system_score_codex":0.00004122266,"about_ca_system_score_gemma":0.000004480618,"threshold_uncertainty_score":0.99793357},"labels":[],"label_agreement":null},{"id":"W3028464751","doi":"10.1111/eip.12984","title":"Community stakeholders' perspectives on youth mental health in India: Problems, challenges and recommendations","year":2020,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Institute for Health and Care Research","keywords":"Mental health; Thematic analysis; Stigma (botany); Psychology; Public relations; Medicine; Political science; Qualitative research; Psychiatry; Sociology; Social science","score_opus":0.1508027966066316,"score_gpt":0.38755010779143617,"score_spread":0.23674731118480458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028464751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9085567,0.017744621,0.0000112983535,0.065429635,0.0012907118,0.0010398243,0.00015467488,0.00006193614,0.0057106228],"genre_scores_gemma":[0.9976106,0.000920817,0.00011799005,0.0009368275,0.00006426989,0.0000891972,0.00011842268,0.0000184693,0.00012338845],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99801314,0.00082142866,0.00048603193,0.0003198718,0.00009197357,0.0002675683],"domain_scores_gemma":[0.999462,0.00003043708,0.00018926639,0.00018564536,0.000010717425,0.000121912955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049243704,0.00016158483,0.00022704614,0.00021879931,0.00018354689,0.000028882996,0.00015342551,0.000081308186,0.00041104096],"category_scores_gemma":[0.00000814573,0.00016634427,0.00006479618,0.00018978748,0.000046008263,0.00017099234,0.00005164678,0.00061979267,0.00005207148],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005648459,0.006601648,0.12310274,0.00054524414,0.00013241384,0.0000020269295,0.719046,0.0000012803362,6.8024207e-7,0.03604111,0.004964631,0.10899738],"study_design_scores_gemma":[0.003660741,0.0019857583,0.65072435,0.00065133785,0.00000598426,0.0000017171488,0.34129912,0.000005199735,6.090459e-7,0.0010568674,0.00046708967,0.00014124994],"about_ca_topic_score_codex":0.0017222407,"about_ca_topic_score_gemma":0.002207502,"teacher_disagreement_score":0.52762157,"about_ca_system_score_codex":0.00010447635,"about_ca_system_score_gemma":0.000013200325,"threshold_uncertainty_score":0.6783322},"labels":[],"label_agreement":null},{"id":"W3029144461","doi":"10.1177/1049732320916460","title":"The Wicked Problem of Stigma for Youth Living With Anxiety","year":2020,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Intrapersonal communication; Stigma (botany); Mental health; Psychology; Anxiety; Social stigma; Mental illness; Psychiatry; Clinical psychology; Interpersonal communication; Developmental psychology; Medicine; Social psychology","score_opus":0.5653210877721402,"score_gpt":0.6180695382324363,"score_spread":0.05274845046029608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029144461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8797116,0.0057746996,0.0028593198,0.086036555,0.00018080666,0.011064434,0.00048907864,0.00010327513,0.0137802055],"genre_scores_gemma":[0.9947098,0.00013890206,0.0022826018,0.00075016124,0.00011034822,0.0007990287,0.000030108724,0.000031145904,0.001147939],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9943755,0.0032637087,0.00049987197,0.0003865111,0.00059623667,0.0008781157],"domain_scores_gemma":[0.9934498,0.005345391,0.00021800432,0.00023511547,0.0004056802,0.00034601297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073018116,0.000127688,0.0002870295,0.000065072265,0.0010936889,0.00002707481,0.00030090418,0.000053883,0.000094282135],"category_scores_gemma":[0.00026594262,0.00007621882,0.000047508795,0.00059135107,0.0005397743,0.000072755654,0.000064965236,0.00037702286,0.000046162193],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001675495,0.0002852336,0.0020386034,0.0013239298,0.000106113315,9.0222625e-7,0.8609903,7.4661097e-7,0.00001068828,0.054229256,0.01073984,0.068598896],"study_design_scores_gemma":[0.0022736778,0.008498056,0.006845349,0.00040461603,0.0000099997105,0.0000010107747,0.9699819,0.000064163374,0.00008577361,0.002279286,0.009389188,0.00016698084],"about_ca_topic_score_codex":0.00131113,"about_ca_topic_score_gemma":0.00020436375,"teacher_disagreement_score":0.11499814,"about_ca_system_score_codex":0.000115721705,"about_ca_system_score_gemma":0.0003050607,"threshold_uncertainty_score":0.8411881},"labels":[],"label_agreement":null},{"id":"W3029187369","doi":"10.1016/j.psychres.2020.113140","title":"Targeting the problem of treatment non-adherence among mentally ill patients: The impact of loss, grief and stigma","year":2020,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Grief; Stigma (botany); Mentally ill; Psychology; Psychotherapist; Psychiatry; Clinical psychology; Social stigma; Medicine; Mental health; Mental illness; Family medicine","score_opus":0.06893047150147194,"score_gpt":0.43087448747264684,"score_spread":0.36194401597117487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029187369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889832,0.0011577429,0.0000040094064,0.0024702202,0.00012045162,0.0018924884,0.00008305433,0.000010173102,0.0052786185],"genre_scores_gemma":[0.999048,0.00015709954,0.00014649307,0.000097459786,0.000120947516,0.0001962055,0.000027520011,0.00001950922,0.00018675024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793994,0.0004151069,0.00043518355,0.00033858776,0.00039601137,0.00047516663],"domain_scores_gemma":[0.99885017,0.0002529251,0.00020484674,0.00031481325,0.00021755543,0.00015970312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005646557,0.00017794194,0.00024599826,0.000055130116,0.0003984065,0.000031512267,0.000417499,0.00006723902,0.00060003024],"category_scores_gemma":[0.000022081778,0.00008470566,0.00010332999,0.00043948012,0.00047392576,0.00009244862,0.00013818065,0.0002705461,0.000032757423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046429853,0.00067945814,0.9778506,0.0001119229,0.00019762266,0.0000013101626,0.0049549304,0.000007585468,0.00007445283,0.00026630666,0.0072544394,0.008137036],"study_design_scores_gemma":[0.0026510851,0.0072206855,0.98411685,0.00009547996,0.00003599903,0.0000013772843,0.004576239,0.00016229742,0.00010558292,0.00069456664,0.00021369793,0.00012616617],"about_ca_topic_score_codex":0.006122232,"about_ca_topic_score_gemma":0.000113665614,"teacher_disagreement_score":0.010064774,"about_ca_system_score_codex":0.000094767,"about_ca_system_score_gemma":0.00011286916,"threshold_uncertainty_score":0.9255024},"labels":[],"label_agreement":null},{"id":"W3029734440","doi":"10.1177/0706743720927826","title":"Health Service Use among Individuals with Depression and Psychological Distress: A Population-Based Cohort Study in Ontario, Canada: Utilisation des services de santé par les personnes souffrant de dépression et de détresse psychologique : une étude de cohorte dans la population de l’Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; Women's College Hospital; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Depression (economics); Psychological distress; Cohort; Distress; Mental health; Psychiatry; Population; Psychology; Medicine; Cohort study; Gerontology; Clinical psychology; Environmental health","score_opus":0.025208583528080118,"score_gpt":0.30752750303060905,"score_spread":0.2823189195025289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029734440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937524,0.00025940547,0.00010891794,0.0047664936,0.00015609893,0.00079861796,0.00007863212,0.000013365714,0.000066071596],"genre_scores_gemma":[0.9941512,0.000010154651,0.0014821553,0.004076822,0.00008729785,0.000051046514,0.000099880046,0.000032863732,0.00000860191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963147,0.001590116,0.0006446282,0.00038029745,0.00034279004,0.00072745787],"domain_scores_gemma":[0.9978885,0.00021561241,0.0006414648,0.0002521325,0.000065939006,0.0009363616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013174257,0.00031432815,0.00043588658,0.0001262537,0.0007758356,0.00013190773,0.00039517833,0.00019431493,0.00009773891],"category_scores_gemma":[0.000029810284,0.00023273578,0.000042548836,0.00029162355,0.00007338791,0.00021116473,0.000017582543,0.00085028127,1.300309e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00042220534,0.00022002487,0.96638095,0.00007828455,0.00010263654,0.00017846205,0.02858406,0.003251524,0.0000020814537,0.000027986995,0.00036562656,0.00038613423],"study_design_scores_gemma":[0.0017358216,0.00033738647,0.98743933,0.00046632052,0.00012621224,0.00017086811,0.008937399,0.0003069996,0.0000018385074,0.00024355079,0.000016797692,0.00021748751],"about_ca_topic_score_codex":0.9999883,"about_ca_topic_score_gemma":0.9999999,"teacher_disagreement_score":0.021058343,"about_ca_system_score_codex":0.003921034,"about_ca_system_score_gemma":0.0070102476,"threshold_uncertainty_score":0.9999027},"labels":[],"label_agreement":null},{"id":"W3030139956","doi":"10.3760/cma.j.issn.1674-2907.2019.06.006","title":"Effect of life retrospective intervention on belief about medication and perceived happiness in elderly patients with chronic kidney disease","year":2019,"lang":"en","type":"article","venue":"Zhonghua xiandai huli zazhi","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Happiness; Medicine; Retrospective cohort study; Intervention (counseling); Kidney disease; Disease; Quality of life (healthcare); Internal medicine; Physical therapy; Psychiatry; Nursing; Psychology","score_opus":0.005295691020078839,"score_gpt":0.29292574757254536,"score_spread":0.28763005655246654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030139956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956884,0.0003833912,0.000012777295,0.000191839,0.0005210342,0.0015580097,0.000066133456,0.000028084509,0.0015503676],"genre_scores_gemma":[0.99868214,0.000027247934,0.0000052847813,0.00012008622,0.00006472398,0.0001630366,0.00028675114,0.000024698877,0.0006260223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984003,0.00024432334,0.0003459755,0.0004557334,0.00028657168,0.00026710978],"domain_scores_gemma":[0.99904907,0.00008544177,0.00023866152,0.0003097706,0.000050662173,0.00026640334],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025950526,0.0002165387,0.00036479728,0.00016587946,0.00006849367,0.000018351639,0.00012381862,0.000093916635,0.0010154906],"category_scores_gemma":[0.000057724585,0.00016111795,0.00005970966,0.00018310295,0.000083761784,0.00015982757,0.00003011589,0.00017270417,0.00012654484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030373672,0.00061587064,0.96370715,0.0005458304,0.00006296693,0.0000039717943,0.00063549,0.0000016516832,0.000023724873,0.00017846689,0.0002544641,0.030933024],"study_design_scores_gemma":[0.012331866,0.005081965,0.98119897,0.0009158633,0.000046011253,3.0623335e-7,0.000036049485,0.000046316753,0.000047452093,0.00003427861,0.00011406313,0.00014687507],"about_ca_topic_score_codex":0.00031943226,"about_ca_topic_score_gemma":0.00006699654,"teacher_disagreement_score":0.03078615,"about_ca_system_score_codex":0.00019187325,"about_ca_system_score_gemma":0.000040142775,"threshold_uncertainty_score":0.9998977},"labels":[],"label_agreement":null},{"id":"W3031046626","doi":"10.1007/s11126-020-09765-y","title":"A Review of School-Based Interventions to Reduce Stigma towards Schizophrenia","year":2020,"lang":"en","type":"review","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychological intervention; Stigma (botany); Schizophrenia (object-oriented programming); Intervention (counseling); Psychology; Mental illness; Clinical psychology; Psychiatry; Social stigma; Mental health; Public health; Medicine; Family medicine; Nursing","score_opus":0.09292297090977354,"score_gpt":0.4555226542256385,"score_spread":0.36259968331586495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031046626","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008889906,0.98563534,0.00017918576,0.0017687819,0.0033222812,0.004517693,0.000460602,0.00013318396,0.0039740503],"genre_scores_gemma":[0.00002383775,0.99304545,0.0019451794,0.0013742946,0.0007641964,0.001695166,0.00038617864,0.00011319968,0.00065252226],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948272,0.0007101771,0.0024578667,0.001036873,0.00038883174,0.0005790205],"domain_scores_gemma":[0.9965998,0.00012570033,0.0012964578,0.0011768008,0.00010679448,0.0006944487],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047538205,0.0007630603,0.0029251303,0.00071157864,0.0001482911,0.000043836586,0.0010615961,0.00031770545,0.004706963],"category_scores_gemma":[0.000049477585,0.00063624734,0.002157399,0.0022717721,0.000045002613,0.00008049422,0.00004236099,0.0006476537,0.0050708656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005585528,0.00038564284,0.000001991712,0.23916952,0.00016007492,0.00001111929,0.00004543259,4.65768e-9,8.679829e-9,0.00020694568,0.06282302,0.6971404],"study_design_scores_gemma":[0.0010240879,0.0018754724,0.000047734546,0.18028201,0.0021400217,0.000022260683,0.000027799264,2.0400665e-7,4.5786983e-8,0.00006387545,0.81406504,0.00045143097],"about_ca_topic_score_codex":0.00020565711,"about_ca_topic_score_gemma":0.000018376908,"teacher_disagreement_score":0.75124204,"about_ca_system_score_codex":0.00019736626,"about_ca_system_score_gemma":0.00055081194,"threshold_uncertainty_score":0.9996089},"labels":[],"label_agreement":null},{"id":"W3033115997","doi":"10.3138/ptc-2019-0036","title":"Using Mental Health First Aid Training to Improve the Mental Health Literacy of Physiotherapy Students","year":2020,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health literacy; Mental health; Preparedness; Population; Mental illness; Psychology; Stigma (botany); Medicine; Nursing; Psychiatry","score_opus":0.04842483078435453,"score_gpt":0.4389756113024174,"score_spread":0.3905507805180629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033115997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92831856,0.002636465,0.000114205315,0.06349477,0.0017223993,0.002822149,0.00068515475,0.000047519337,0.00015879638],"genre_scores_gemma":[0.9358337,0.00019587144,0.00043615798,0.06266994,0.00041239505,0.000072697985,0.000069313224,0.00007399753,0.0002359471],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99715966,0.00020963907,0.00063835835,0.0005528049,0.00068090326,0.00075863075],"domain_scores_gemma":[0.9985762,0.000058716236,0.0004365615,0.0003917669,0.00003061758,0.0005061143],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001874469,0.00034792916,0.0005924881,0.000058656005,0.00076038594,0.000053459487,0.0005958004,0.000034676064,0.00064569846],"category_scores_gemma":[0.0000014936321,0.00027033332,0.00011154994,0.00045706882,0.000049239916,0.00013664721,0.000062715175,0.00017228576,0.000009389714],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033352557,0.0018969673,0.010373106,0.0007526525,0.0013263379,0.000014460642,0.33514816,0.00012189261,0.01699698,0.0007058551,0.15148833,0.47784],"study_design_scores_gemma":[0.040791206,0.014406965,0.076298684,0.0018814617,0.000050099206,0.000033825618,0.047436517,0.0042032227,0.007518725,0.00019949848,0.8039226,0.0032572066],"about_ca_topic_score_codex":0.62118256,"about_ca_topic_score_gemma":0.13766693,"teacher_disagreement_score":0.65243423,"about_ca_system_score_codex":0.0008515895,"about_ca_system_score_gemma":0.00062178506,"threshold_uncertainty_score":0.9999749},"labels":[],"label_agreement":null},{"id":"W3033489403","doi":"10.1001/jama.2020.6504","title":"Accuracy of the PHQ-2 Alone and in Combination With the PHQ-9 for Screening to Detect Major Depression","year":2020,"lang":"en","type":"review","venue":"JAMA","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":566,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Medicine; Patient Health Questionnaire; PsycINFO; Anhedonia; Depression (economics); Mood; MEDLINE; Data extraction; Major depressive disorder; Clinical psychology; Depressive symptoms; Psychiatry; Anxiety","score_opus":0.06657822821072867,"score_gpt":0.41025635529545174,"score_spread":0.34367812708472306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033489403","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038371268,0.9893279,0.00022788925,0.0015713357,0.00017869356,0.0043719425,0.000048583028,0.000012768982,0.00042373533],"genre_scores_gemma":[0.090336695,0.9019742,0.001168891,0.0012277319,0.00040908955,0.0035898702,0.00014484192,0.00012038848,0.0010282663],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998942,0.00021174783,0.00028428098,0.00026568712,0.00012730814,0.0001689556],"domain_scores_gemma":[0.9986874,0.0006443199,0.0003418089,0.00025955212,0.000023656256,0.000043246644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022426943,0.00018115032,0.0005252746,0.000058261267,0.00012507084,0.0000272392,0.0002685942,0.00012947821,0.000029179593],"category_scores_gemma":[0.000051833744,0.00008263464,0.000081135695,0.00027013244,0.000027156242,0.000057406636,0.00009756865,0.00021174962,0.00000699172],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017254989,0.000032085467,0.00027663194,0.0019139545,0.000041643387,0.000002516497,0.00022067963,9.266647e-8,5.7051267e-7,0.000016121696,0.0009317031,0.9963915],"study_design_scores_gemma":[0.0028951704,0.00034518205,0.010532729,0.010755783,0.00042871674,0.000022107424,0.00014695161,0.000013096244,0.0000624933,0.00004478836,0.9745284,0.00022463086],"about_ca_topic_score_codex":0.00010539169,"about_ca_topic_score_gemma":0.00007118934,"teacher_disagreement_score":0.9961668,"about_ca_system_score_codex":0.000034183577,"about_ca_system_score_gemma":0.0000219959,"threshold_uncertainty_score":0.3369743},"labels":[],"label_agreement":null},{"id":"W3034959674","doi":"10.1007/978-3-030-42637-8_13","title":"Stigma: An Old Unmet Need in Psychiatric Practice","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Stigma (botany); Mental health; Mental illness; Psychiatry; Social stigma; Equity (law); Psychology; Medicine; Political science; Family medicine","score_opus":0.05432884008673334,"score_gpt":0.3885587678379694,"score_spread":0.33422992775123606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034959674","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005470942,0.0015292193,0.000011624194,0.004479775,0.0015459087,0.00095624966,0.000039696595,0.00012760896,0.9907628],"genre_scores_gemma":[0.018015662,0.00025403424,0.0014051455,0.009763797,0.00078809564,0.00006940297,0.0003240561,0.00011536388,0.96926445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806494,0.00008368024,0.0005551149,0.00070889614,0.00025278202,0.0003345885],"domain_scores_gemma":[0.9987203,0.00017712313,0.00031169743,0.0005052496,0.000031548305,0.0002540768],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018441689,0.00039525024,0.00046655722,0.00029703372,0.00008665058,0.000037434642,0.00030304724,0.00047482664,0.01404686],"category_scores_gemma":[0.000011727159,0.00035427068,0.000094559844,0.000110494,0.000032621887,0.00022406195,0.000058988342,0.0006449318,0.004412207],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063787925,0.0005114697,0.0006709827,0.000107197506,0.00014753368,0.00048082406,0.000604994,3.0241966e-7,6.261575e-7,0.9238519,0.04084894,0.03213732],"study_design_scores_gemma":[0.0045393184,0.0016038698,0.0032826446,0.000101746045,0.00038236886,0.00007489932,0.00089323183,0.000014736031,0.0000027101362,0.022867503,0.9651265,0.0011104776],"about_ca_topic_score_codex":0.001323364,"about_ca_topic_score_gemma":0.00041706997,"teacher_disagreement_score":0.92427754,"about_ca_system_score_codex":0.000114144204,"about_ca_system_score_gemma":0.00004085284,"threshold_uncertainty_score":0.9998909},"labels":[],"label_agreement":null},{"id":"W3036282627","doi":"10.1017/s0144686x20000719","title":"Exploring older adults’ experiences seeking psychological services using the network episode model","year":2020,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Mental health literacy; Psychology; Help-seeking; Mental health service; Service (business); Focus group; Qualitative research; Psychological intervention; Mental illness; Gerontology; Psychiatry; Medicine; Sociology","score_opus":0.16151783842876494,"score_gpt":0.37277423694208334,"score_spread":0.2112563985133184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036282627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952825,0.0011895924,0.0015668893,0.0006224696,0.00032094176,0.00020040518,0.0000011449313,0.000083631894,0.0007324672],"genre_scores_gemma":[0.99336755,0.00016582035,0.0013273553,0.0045234784,0.00045298334,0.00011217978,0.0000031637946,0.000013227138,0.00003424471],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989056,0.0000685318,0.00018511672,0.0003613086,0.00011921057,0.00036023476],"domain_scores_gemma":[0.9996041,0.000071473165,0.00007497226,0.00013521673,0.000011319937,0.00010292403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015991007,0.00014228946,0.00015434023,0.0000033388494,0.0008195874,0.00006669778,0.00016889795,0.00007277944,0.00006827447],"category_scores_gemma":[0.0000016907962,0.000093060844,0.0000879982,0.0001437084,0.00007559768,0.00018887903,0.00008164907,0.00019187256,0.0000065829545],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009792442,0.00012864431,0.02330264,0.00019431197,0.00011172587,0.000043628243,0.93863344,0.0012911509,0.00007439745,0.0007311492,0.00095672987,0.034434266],"study_design_scores_gemma":[0.0019061847,0.00019100943,0.04883415,0.00041964423,0.00008086408,0.000019328358,0.4334301,0.5138504,0.000047867095,0.00031415944,0.00036430501,0.000541985],"about_ca_topic_score_codex":0.00019751584,"about_ca_topic_score_gemma":0.000005492683,"teacher_disagreement_score":0.51255924,"about_ca_system_score_codex":0.000012991611,"about_ca_system_score_gemma":0.0000023748025,"threshold_uncertainty_score":0.63036865},"labels":[],"label_agreement":null},{"id":"W3037194984","doi":"10.1186/s13033-020-00379-2","title":"WHO Mental Health Gap Action Programme Intervention Guide (mhGAP-IG): the first pre-service training study","year":2020,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"King's College London; World Health Organization","keywords":"Health administration; Mental health; Intervention (counseling); Action (physics); Mental health service; Medicine; Service (business); Psychology; Training (meteorology); Psychiatry; Nursing; Public health; Psychotherapist; Business","score_opus":0.18852000976069913,"score_gpt":0.482809543417592,"score_spread":0.2942895336568929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037194984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82240885,0.0052338894,0.0004305231,0.14773786,0.018197749,0.004964256,0.00017597846,0.000086664004,0.0007642368],"genre_scores_gemma":[0.9901164,0.00017081412,0.0000604355,0.0071641183,0.0017121763,0.00012647528,0.00010256406,0.000040066807,0.0005069227],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.994907,0.0007144322,0.0022060566,0.0003666112,0.0012413731,0.0005645184],"domain_scores_gemma":[0.9966131,0.00009203279,0.0023854673,0.00019212413,0.00023828719,0.00047897908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022109642,0.00029078906,0.00057233794,0.00017962742,0.00059642043,0.00020114478,0.0008352971,0.000071232505,0.00021710595],"category_scores_gemma":[0.000018832003,0.00021469238,0.00021655516,0.00026667942,0.00003849926,0.00043813174,0.00012267237,0.0004618267,0.00007677721],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076097464,0.00657371,0.045276605,0.0012699149,0.0024757308,0.00013662991,0.32479373,0.00012186325,0.000022758659,0.00092800177,0.14629622,0.4644951],"study_design_scores_gemma":[0.027372615,0.0172272,0.07743841,0.0046368777,0.00008775449,0.0021705152,0.43379793,0.002955814,0.000028311253,0.00004292121,0.4335624,0.00067924714],"about_ca_topic_score_codex":0.00656246,"about_ca_topic_score_gemma":0.0018327447,"teacher_disagreement_score":0.46381587,"about_ca_system_score_codex":0.001520719,"about_ca_system_score_gemma":0.00019321621,"threshold_uncertainty_score":0.9920521},"labels":[],"label_agreement":null},{"id":"W3037435157","doi":"10.11621/pir.2019.0301","title":"Stigma Towards Depression in the Workplace","year":2020,"lang":"en","type":"article","venue":"Psychology in Russia State of Art","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Psychology; Depression (economics); Stigma (botany); Clinical psychology; Social psychology; Psychiatry","score_opus":0.053655311619293704,"score_gpt":0.4045250426566046,"score_spread":0.3508697310373109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037435157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8920251,0.0006909068,0.000061739105,0.018668363,0.0004492425,0.00051140063,0.000013212941,0.000022527198,0.087557465],"genre_scores_gemma":[0.99387574,0.00010995573,0.00016087489,0.0052941954,0.00004521496,0.000107160304,0.00001739791,0.0000140751745,0.00037540708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830455,0.00035239483,0.00045388014,0.00037340046,0.00014657094,0.00036919132],"domain_scores_gemma":[0.99934864,0.00011662852,0.00013358916,0.00031873255,0.000008057563,0.000074343756],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003752968,0.0001510656,0.0002632044,0.00010811402,0.000043611963,0.0000078644525,0.00039683003,0.0000978822,0.0009840422],"category_scores_gemma":[0.0000148252,0.000104419625,0.000043610038,0.0004220139,0.00010060562,0.0000680361,0.000039110244,0.00032686832,0.00042991256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029983246,0.0015289091,0.7238863,0.00009199064,0.00005132388,0.00053182075,0.02407751,0.00003168534,0.00021568511,0.0009426984,0.069480754,0.176163],"study_design_scores_gemma":[0.0025295909,0.00027052863,0.98524535,0.00004744746,0.000006857953,0.000013987761,0.00042953415,0.000024602878,0.00008728685,0.0010714902,0.010160425,0.000112914364],"about_ca_topic_score_codex":0.00010611037,"about_ca_topic_score_gemma":0.000095034,"teacher_disagreement_score":0.26135904,"about_ca_system_score_codex":0.000018601411,"about_ca_system_score_gemma":0.000011730108,"threshold_uncertainty_score":0.9999292},"labels":[],"label_agreement":null},{"id":"W3039488543","doi":"","title":"Mental illness on Trial: a critical comparative analysis of mainstream News media coverage of mental illness, Race, and crime in canada (2008 - 2011)","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Mental illness; Mainstream; Race (biology); Psychiatry; Mental health; Psychology; Sociology; Political science; Law","score_opus":0.03239367504028347,"score_gpt":0.3268905366842704,"score_spread":0.294496861643987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039488543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97026896,0.0021578858,0.0001869754,0.0014578988,0.0010453674,0.0012287637,0.001387612,0.000022035423,0.022244507],"genre_scores_gemma":[0.99585587,0.000823586,0.00049500377,0.000073929245,0.000019406396,0.00016098132,0.0018985055,0.000023668388,0.0006490374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99290645,0.0043038,0.001049217,0.0007081438,0.0005575359,0.0004748355],"domain_scores_gemma":[0.9948931,0.002469433,0.0007441387,0.0012055334,0.00040968653,0.00027816073],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018463212,0.00040600475,0.0012001357,0.00047713355,0.0002083492,0.000047937152,0.0006214418,0.00023557975,0.0014606516],"category_scores_gemma":[0.00018329787,0.00039826374,0.00019389766,0.0004952686,0.0003768707,0.00011947505,0.0005463775,0.00046409605,0.000010717501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015807128,0.023783801,0.3044501,0.0013809724,0.0061218548,0.00008665939,0.27642122,0.00008164557,0.0006144666,0.12343336,0.01525441,0.23256439],"study_design_scores_gemma":[0.06208573,0.000033075346,0.84159726,0.004963707,0.0035743255,0.000024343779,0.025018545,0.0051863077,0.040059127,0.0018131647,0.012096943,0.003547454],"about_ca_topic_score_codex":0.65153044,"about_ca_topic_score_gemma":0.7271393,"teacher_disagreement_score":0.53714716,"about_ca_system_score_codex":0.00051401876,"about_ca_system_score_gemma":0.00042552353,"threshold_uncertainty_score":0.99984694},"labels":[],"label_agreement":null},{"id":"W3040451143","doi":"10.1111/appy.12400","title":"Interactive mental health assessments for Chinese Canadians: A pilot randomized controlled trial in nurse <scp>practitioner‐led</scp> primary care clinic","year":2020,"lang":"en","type":"article","venue":"Asia-Pacific Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Tyndale University; University of Toronto; Mount Sinai Hospital; HealthForceOntario; Canadian Mental Health Association; North York General Hospital; York University","funders":"","keywords":"Mental health; Context (archaeology); Anxiety; Medicine; Randomized controlled trial; Nursing; Family medicine; Psychiatry","score_opus":0.021449094540473272,"score_gpt":0.3881226036200706,"score_spread":0.36667350907959734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040451143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67624813,0.0066942186,0.0002671942,0.026568398,0.035596434,0.05162233,0.0014584734,0.00030730056,0.2012375],"genre_scores_gemma":[0.97893214,0.00013903483,0.0011149232,0.005332465,0.0014054206,0.007945532,0.002004884,0.00010240261,0.0030232137],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9942985,0.0014644517,0.0018664981,0.0010270233,0.00038969534,0.0009538149],"domain_scores_gemma":[0.9960055,0.0016125558,0.0012068286,0.00044230264,0.00008215881,0.0006506522],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010855735,0.00061275606,0.0024573884,0.00033845007,0.00041717954,0.00009725602,0.00038582584,0.00021690734,0.00048182602],"category_scores_gemma":[0.0002025131,0.0005069725,0.0006934301,0.00047870434,0.00011589545,0.00041633353,0.0000344239,0.0006343577,0.00024797817],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.918643,0.0026488216,0.007512526,0.00031116992,0.0008555355,0.000014468522,0.012366506,8.288509e-7,0.000004087349,0.0004309305,0.054978058,0.0022340969],"study_design_scores_gemma":[0.95105994,0.0035835172,0.0032011047,0.00019029819,0.00015054895,0.0000094139905,0.038730253,0.000057257537,7.0247717e-7,0.0003902602,0.002416621,0.00021008945],"about_ca_topic_score_codex":0.0022142613,"about_ca_topic_score_gemma":0.0025955262,"teacher_disagreement_score":0.30268398,"about_ca_system_score_codex":0.00077582116,"about_ca_system_score_gemma":0.00096730806,"threshold_uncertainty_score":0.9997382},"labels":[],"label_agreement":null},{"id":"W3041078597","doi":"10.1016/j.respe.2020.06.002","title":"Évaluation de la pertinence de deux questions relatives aux diagnostics reçus de trouble de l’humeur et d’anxiété au sein de la population québécoise","year":2020,"lang":"fr","type":"article","venue":"Revue d Épidémiologie et de Santé Publique","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; Cégep de l'Outaouais","funders":"","keywords":"Psychology; Anxiety; Mental health; Population; Mood; Psychiatry; Mood disorders; Clinical psychology; Demography; Sociology","score_opus":0.09533276722971143,"score_gpt":0.4454624866301894,"score_spread":0.350129719400478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041078597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90176076,0.0056305495,0.042251613,0.03656742,0.0005364875,0.0011416612,0.00015551946,0.00035733846,0.011598682],"genre_scores_gemma":[0.95251703,0.01142771,0.023635447,0.009084907,0.0008936772,0.0006050917,0.00041519135,0.0001080142,0.001312914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9802873,0.015968474,0.0010031945,0.0008793703,0.00019980806,0.0016618503],"domain_scores_gemma":[0.9887687,0.009147092,0.00061722484,0.00054659764,0.00016373186,0.0007566801],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009013856,0.0005790049,0.00068208785,0.00022569769,0.0005084683,0.00025096975,0.00060146645,0.00141039,0.00022327746],"category_scores_gemma":[0.018759556,0.0006259633,0.0002594739,0.0006043276,0.00036533232,0.00069263193,0.0001741031,0.001681963,0.00006395726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043650612,0.00084868283,0.8377221,0.0005372864,0.00012724334,0.00036441733,0.019700093,0.0056669293,0.00092476764,0.1072521,0.0031811765,0.023238696],"study_design_scores_gemma":[0.0017228132,0.0006586591,0.9258619,0.0007932997,0.0002734894,0.00048206793,0.0008189416,0.023326637,0.00038140037,0.037935358,0.0071682534,0.0005771694],"about_ca_topic_score_codex":0.028452683,"about_ca_topic_score_gemma":0.0025700822,"teacher_disagreement_score":0.08813981,"about_ca_system_score_codex":0.003665468,"about_ca_system_score_gemma":0.0044587473,"threshold_uncertainty_score":0.999886},"labels":[],"label_agreement":null},{"id":"W3041837017","doi":"10.1186/s12913-020-05478-x","title":"Immigration, acculturation, and preferred help-seeking sources for depression: comparison of five ethnic groups","year":2020,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Norges Forskningsråd; Helse Vest","keywords":"Acculturation; Norwegian; Ethnic group; Immigration; Vignette; Respondent; Medicine; Population; Mental health; Public health; Psychology; Social psychology; Clinical psychology; Nursing; Psychiatry; Sociology; Geography; Environmental health; Political science","score_opus":0.22279033508531246,"score_gpt":0.5280170072353741,"score_spread":0.3052266721500617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041837017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825204,0.012064257,0.0006577296,0.0018681219,0.00013166369,0.002396686,0.00004877051,0.000046639823,0.000265727],"genre_scores_gemma":[0.99719393,0.00017841154,0.0006856255,0.00071960397,0.00027381224,0.00046785583,0.0002144017,0.000020404086,0.00024595347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99724585,0.00058529485,0.000665306,0.0004932559,0.00045208368,0.0005581917],"domain_scores_gemma":[0.99815077,0.00068151456,0.0002887684,0.00023216098,0.00029195967,0.00035485893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008775493,0.00014867313,0.0003773145,0.00011422153,0.0006654796,0.000054660304,0.0003019806,0.00013370956,0.00014195753],"category_scores_gemma":[0.000021849335,0.00012054659,0.00004353769,0.00048318855,0.00006526987,0.00021501802,0.00012718672,0.0002507356,0.00003018054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030772132,0.0006645014,0.6209685,0.013892752,0.000091334085,0.000001532218,0.29046863,0.0000402336,0.00082356326,0.0010021923,0.0028136799,0.06615582],"study_design_scores_gemma":[0.0040425756,0.0019281467,0.8146888,0.00061673904,0.000020812256,0.000003060218,0.15338302,0.018512856,0.0017619057,0.0003468138,0.0044229287,0.00027234128],"about_ca_topic_score_codex":0.0015939669,"about_ca_topic_score_gemma":0.0021305375,"teacher_disagreement_score":0.19372027,"about_ca_system_score_codex":0.000055036802,"about_ca_system_score_gemma":0.00009281273,"threshold_uncertainty_score":0.5118398},"labels":[],"label_agreement":null},{"id":"W3044541442","doi":"10.2196/17935","title":"Assessment of Population Well-Being With the Mental Health Quotient (MHQ): Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Population; Medicine; Clinical psychology; Psychology; Psychiatry; Environmental health","score_opus":0.036149593465200115,"score_gpt":0.41984734297788673,"score_spread":0.3836977495126866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044541442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97592026,0.00029318617,0.000019982324,0.016637439,0.00026778947,0.0058940663,0.000030242674,0.000056068184,0.000880949],"genre_scores_gemma":[0.9949878,0.000019738553,0.00062966935,0.003608967,0.00005521022,0.00033341217,0.00022682511,0.000027833692,0.000110586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968754,0.00055003935,0.0008259288,0.00061240833,0.0005866183,0.000549593],"domain_scores_gemma":[0.998699,0.000050710703,0.0005261901,0.00029212303,0.000021034628,0.00041095773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008528207,0.00028771115,0.0005003501,0.000060558395,0.0009631196,0.000028003451,0.00018229516,0.00004233407,0.00019882497],"category_scores_gemma":[0.0000012059302,0.00019342876,0.0000400839,0.00027240283,0.00008298782,0.0001282325,0.00013355489,0.00022716487,0.0000147212195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048459723,0.0028682598,0.8445661,0.00056826015,0.00011355539,0.0000032545572,0.09052528,0.0000025675854,0.00000526005,0.0010618003,0.001873936,0.057927098],"study_design_scores_gemma":[0.0029326184,0.003964188,0.96284425,0.0000922506,0.0000075410235,0.0000071958452,0.02725382,0.000068173686,0.00001868415,0.000009276223,0.0026360338,0.00016594952],"about_ca_topic_score_codex":0.0029058054,"about_ca_topic_score_gemma":0.0011870946,"teacher_disagreement_score":0.11827814,"about_ca_system_score_codex":0.0007974064,"about_ca_system_score_gemma":0.00015887238,"threshold_uncertainty_score":0.7887796},"labels":[],"label_agreement":null},{"id":"W3045492187","doi":"10.1177/0706743720944312","title":"Patterns of Mental Health Care in Remote Areas: Kimberley (Australia), Nunavik (Canada), and Lapland (Finland): Modèles de soins de santé mentale dans les régions éloignées: Kimberley (Australie), Nunavik (Canada) et Laponie (Finlande)","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Geography; Mental health; Population; Health care; Mental health care; Socioeconomics; Environmental health; Medicine; Political science; Sociology; Ecology; Psychiatry","score_opus":0.02764240660087899,"score_gpt":0.3179809825011443,"score_spread":0.29033857590026535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045492187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96427613,0.0019058776,0.000031351563,0.030206481,0.00076804776,0.000449119,0.0015411187,0.000006032819,0.0008158312],"genre_scores_gemma":[0.9955922,0.00016416982,0.00054910587,0.0031631372,0.00025840258,0.0000059735116,0.000084386935,0.00004186107,0.00014076919],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970252,0.00047285616,0.00088548876,0.00031128572,0.0004123219,0.00089283317],"domain_scores_gemma":[0.9976542,0.00010222454,0.00058455707,0.00027576915,0.00005113388,0.0013321098],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003904299,0.00035387574,0.0005630223,0.00014321142,0.0004749106,0.000055819415,0.0005107712,0.00015193973,0.00032341757],"category_scores_gemma":[0.000015095872,0.0002919015,0.00011438514,0.00021131035,0.000111851135,0.000106237276,0.000028899382,0.00069763995,0.0000019351655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027389874,0.0000652554,0.97432125,0.00019665602,0.00015873817,0.00022407692,0.010444972,0.00013391749,0.000015124769,0.00074472476,0.011683063,0.001738355],"study_design_scores_gemma":[0.0029563718,0.00053362834,0.9723996,0.0005895367,0.0000813004,0.00063259935,0.01995723,0.000080722915,0.00005746543,0.00047579582,0.001903511,0.00033226702],"about_ca_topic_score_codex":0.99827296,"about_ca_topic_score_gemma":0.9999626,"teacher_disagreement_score":0.031316053,"about_ca_system_score_codex":0.0018597137,"about_ca_system_score_gemma":0.012966502,"threshold_uncertainty_score":0.9999533},"labels":[],"label_agreement":null},{"id":"W3045833340","doi":"10.1186/s40359-020-00446-w","title":"Self-reflection and screening mental health on Canadian campuses: validation of the mental health continuum model","year":2020,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Alberta","funders":"Movember Canada; Movember Foundation","keywords":"Mental health; Psychology; Convergent validity; Construct validity; Scale (ratio); Clinical psychology; Applied psychology; Psychological distress; Medical education; Psychometrics; Psychiatry; Medicine","score_opus":0.09745836693473993,"score_gpt":0.41997499447305636,"score_spread":0.32251662753831645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045833340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9113078,0.00075964397,0.0007884812,0.07528046,0.0018372135,0.0021646372,0.00024918126,0.00009362707,0.007518948],"genre_scores_gemma":[0.97363275,0.00008273749,0.0012941032,0.024478704,0.00010425613,0.000043043416,0.00011499031,0.000026051017,0.0002233702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980624,0.00040331032,0.0004419255,0.00046192535,0.00015129126,0.00047920382],"domain_scores_gemma":[0.998999,0.000028952158,0.00032399283,0.00025340018,0.000018068433,0.00037656177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030062522,0.00018356611,0.0002955448,0.00011239447,0.00050237565,0.000013871219,0.00018008855,0.00010956249,0.00012326178],"category_scores_gemma":[0.0000052783466,0.00015033741,0.00006031743,0.00021989719,0.00006967894,0.00007058946,0.000032309228,0.00020119363,0.000030599847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030803375,0.0018362581,0.41325998,0.0006571961,0.00048159598,0.0000054715774,0.088605575,0.00010315254,0.0006122483,0.010556494,0.40289083,0.07791086],"study_design_scores_gemma":[0.039047033,0.01424245,0.79618984,0.0006679147,0.0001306112,0.00034376283,0.010413449,0.009773555,0.0020686009,0.0012501511,0.12399249,0.001880131],"about_ca_topic_score_codex":0.01660698,"about_ca_topic_score_gemma":0.04371041,"teacher_disagreement_score":0.38292986,"about_ca_system_score_codex":0.00020151558,"about_ca_system_score_gemma":0.00015754852,"threshold_uncertainty_score":0.98994154},"labels":[],"label_agreement":null},{"id":"W3045865135","doi":"10.1007/s10734-020-00594-3","title":"Environmental scan of mental wellness resources available on Canadian post-secondary campuses","year":2020,"lang":"en","type":"article","venue":"Higher Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Alberta","funders":"","keywords":"Mental health; Mental health service; Variety (cybernetics); Psychology; Service (business); Medical education; Medicine; Business; Psychiatry; Marketing; Computer science","score_opus":0.023422576128258033,"score_gpt":0.2979750566392152,"score_spread":0.27455248051095715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045865135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8868932,0.0011111735,3.5201612e-8,0.0037783363,0.001414895,0.00031312008,0.00013635133,0.000017221282,0.10633566],"genre_scores_gemma":[0.97505164,0.000013893886,0.000014467354,0.00412811,0.00026180915,0.000057503632,0.00029233447,0.000019690278,0.020160545],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991355,0.000062237275,0.00019165303,0.00026513243,0.000121235935,0.00022426402],"domain_scores_gemma":[0.99942946,0.000022705774,0.0000936845,0.0001729406,0.0000070837277,0.0002741326],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000040607818,0.0001236049,0.00012329301,0.00008668303,0.00015380712,0.000015264048,0.00013883023,0.00006721917,0.05878397],"category_scores_gemma":[0.0000012633434,0.00011958103,0.000034446355,0.00009010765,0.000050718078,0.00008551556,0.000014259038,0.00009376372,0.0022993346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006917782,0.0024041038,0.24612369,0.00021306875,0.00017274682,0.000015479496,0.026181893,0.0000013253879,0.003073568,0.005126905,0.56783026,0.14816517],"study_design_scores_gemma":[0.0005344004,0.00033220614,0.50685734,0.000026295591,0.000020965781,0.000002663922,0.0022034433,6.2366433e-7,0.0023818484,0.000028713686,0.48745877,0.00015274834],"about_ca_topic_score_codex":0.05445729,"about_ca_topic_score_gemma":0.0022741696,"teacher_disagreement_score":0.26073366,"about_ca_system_score_codex":0.00020761091,"about_ca_system_score_gemma":0.0001483053,"threshold_uncertainty_score":0.9984775},"labels":[],"label_agreement":null},{"id":"W3046055437","doi":"10.1007/s40596-020-01289-8","title":"The Impact of Diaspora-Based Psychiatrists’ Participation in Clinical Teaching in a Lower Middle-Income Country on Interest in Psychiatry Among Medical Students and the Choice of Psychiatry as a Career","year":2020,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"U.S. Department of Veterans Affairs","keywords":"Diaspora; Medical education; Psychiatry; Medical school; Medicine; Resource (disambiguation); Psychology; Family medicine; Sociology; Gender studies","score_opus":0.08402689135687598,"score_gpt":0.4701006908355351,"score_spread":0.3860737994786591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046055437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757333,0.0045778085,0.000003925278,0.013213724,0.0043542925,0.001531539,0.000029223362,0.000028099566,0.00052811904],"genre_scores_gemma":[0.99561924,0.000252693,0.0000695829,0.0031449916,0.00061615236,0.00021087084,0.000020547819,0.000053444,0.000012501647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928403,0.00172982,0.0029838858,0.000806786,0.0008687362,0.0007704903],"domain_scores_gemma":[0.9962456,0.0015738887,0.0011153057,0.00065557513,0.000027500279,0.00038209918],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0046530655,0.00047606142,0.00096521154,0.0003080646,0.00014829323,0.00003247545,0.001503218,0.000808617,0.000106220294],"category_scores_gemma":[0.0005688435,0.00030078777,0.00031981335,0.0008793548,0.0006534108,0.00017363834,0.00018225468,0.0034510859,0.00001748387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062623518,0.001922394,0.97998583,0.00019679531,0.00012637397,0.0000073384217,0.001836076,0.000026904721,3.1751205e-7,0.00736341,0.0011023602,0.0011698646],"study_design_scores_gemma":[0.016083598,0.001092996,0.9751371,0.0016887874,0.000059643568,0.000004319534,0.002244102,0.00059175526,4.2840222e-7,0.0028248588,0.000017407203,0.00025497185],"about_ca_topic_score_codex":0.0061130454,"about_ca_topic_score_gemma":0.015598453,"teacher_disagreement_score":0.019885948,"about_ca_system_score_codex":0.00012591881,"about_ca_system_score_gemma":0.0004920173,"threshold_uncertainty_score":0.99994445},"labels":[],"label_agreement":null},{"id":"W3047027425","doi":"10.1016/j.jadohealth.2020.06.040","title":"Physical Morbidity and Mental Health Care Among Young People","year":2020,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Ontario Ministry of Research, Innovation and Science; Canada Research Chairs","keywords":"Mental health; Comorbidity; National Comorbidity Survey; Odds; Psychiatry; Medicine; Epidemiology; Multinomial logistic regression; Health care; Odds ratio; Gerontology; Psychology; Logistic regression","score_opus":0.03350475588920744,"score_gpt":0.37842433143757415,"score_spread":0.3449195755483667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047027425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9575422,0.0058328016,0.00006674285,0.03450318,0.0011509873,0.00056516327,0.000042977623,0.000023932627,0.00027201368],"genre_scores_gemma":[0.99171805,0.00063611753,0.00013388279,0.006277226,0.0011631411,0.000002976883,0.000017470133,0.000022098697,0.0000290363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997999,0.00028017798,0.00064154144,0.0002457224,0.0003624076,0.00047115426],"domain_scores_gemma":[0.9978871,0.000024353047,0.0007631541,0.00012372769,0.00005249905,0.0011491741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002772223,0.00018846226,0.000572574,0.00007212588,0.0003410618,0.00003143354,0.00016073603,0.000047841604,0.00007561422],"category_scores_gemma":[0.000009646925,0.0001554184,0.00011669573,0.00016500105,0.00005093788,0.00016633628,0.00005346147,0.00048790852,0.000021199527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006846163,0.0009830054,0.7566064,0.0013289171,0.000073166215,0.000028632641,0.09263355,0.0000024369156,0.000013587565,0.00024386814,0.115583636,0.03181816],"study_design_scores_gemma":[0.00301096,0.002327283,0.9762338,0.00024316976,0.000014308174,0.000111177185,0.014802261,0.000046106226,0.000016380509,0.000015924074,0.0030281092,0.000150562],"about_ca_topic_score_codex":0.00092331885,"about_ca_topic_score_gemma":0.00044295887,"teacher_disagreement_score":0.21962734,"about_ca_system_score_codex":0.00042415745,"about_ca_system_score_gemma":0.00022402593,"threshold_uncertainty_score":0.63377786},"labels":[],"label_agreement":null},{"id":"W3047218724","doi":"10.1111/papt.12300","title":"Causal explanations of depression on perceptions of and likelihood to choose cognitive behavioural therapy and antidepressant medications as depression treatments","year":2020,"lang":"en","type":"article","venue":"Psychology and Psychotherapy Theory Research and Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Depression (economics); Psychology; Clinical psychology; Population; Antidepressant; Cognition; Management of depression; Psychiatry; Anxiety; Medicine; Alternative medicine","score_opus":0.17755925219832241,"score_gpt":0.5284418722352808,"score_spread":0.3508826200369584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047218724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738412,0.011755709,0.0002564178,0.006142595,0.00008764576,0.0010759204,0.00012484769,0.000018562858,0.0066971397],"genre_scores_gemma":[0.9594681,0.037487842,0.00023478821,0.0022577941,0.000052235755,0.00023955363,0.00003371478,0.000022536404,0.00020342189],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969787,0.0014972773,0.00032556773,0.0006145761,0.00025725036,0.0003266456],"domain_scores_gemma":[0.9962366,0.002780269,0.00016637889,0.00024525778,0.0001473844,0.00042410096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011159673,0.00019656039,0.00028461046,0.0002505316,0.00044090534,0.000027201802,0.000120722325,0.00017860191,0.00065505924],"category_scores_gemma":[0.00011020089,0.00015304938,0.000025719728,0.00027397976,0.00052542455,0.00021482905,0.000023950513,0.00036350533,0.000016569707],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.039964736,0.0030727873,0.18168855,0.00005181957,0.0006330154,0.00002991865,0.03328967,8.3518316e-8,0.0067713317,0.0072366926,0.0010694358,0.72619194],"study_design_scores_gemma":[0.009061527,0.006594129,0.9599942,0.00019438798,0.0001179323,0.00017795926,0.007137676,0.000004997436,0.00072048506,0.014447322,0.0013179806,0.0002314228],"about_ca_topic_score_codex":0.0001837871,"about_ca_topic_score_gemma":0.000017052707,"teacher_disagreement_score":0.77830565,"about_ca_system_score_codex":0.0000052875002,"about_ca_system_score_gemma":0.000018948605,"threshold_uncertainty_score":0.7172439},"labels":[],"label_agreement":null},{"id":"W3047256725","doi":"10.1192/bjo.2020.66","title":"Stigma toward mental and physical illness: attitudes of healthcare professionals, healthcare students and the general public in Pakistan","year":2020,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Stigma (botany); Health care; Mental illness; Mental health; Mental healthcare; Psychiatry; Medicine; Social stigma; Public health; Health professionals; Population; Psychology; Clinical psychology; Family medicine; Nursing; Environmental health","score_opus":0.1292008926103933,"score_gpt":0.5226253818269991,"score_spread":0.39342448921660583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047256725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8988439,0.0030739491,0.0000010328757,0.093815,0.00025376753,0.003483423,0.00008613413,0.000013544405,0.00042929046],"genre_scores_gemma":[0.9943027,0.00017570442,0.00006512118,0.004519101,0.00011995577,0.0005274577,0.000056760284,0.000019491623,0.00021373598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979232,0.0005301333,0.0004119284,0.00047044575,0.00031850007,0.00034579285],"domain_scores_gemma":[0.9992265,0.00009365283,0.00016721067,0.00021674328,0.000036106965,0.0002597913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004110298,0.00018976032,0.00046435717,0.000042982538,0.00026296655,0.0001049025,0.0005716411,0.00007475794,0.00010759809],"category_scores_gemma":[0.000007637051,0.00012398374,0.000035270466,0.00021353085,0.00018225412,0.00020541874,0.00054405985,0.00022013157,0.000010641526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002487601,0.0013983744,0.83623,0.00060054177,0.00011559536,0.00002002998,0.040206667,7.2921985e-8,0.00001421158,0.039479524,0.0029143153,0.07653309],"study_design_scores_gemma":[0.011536031,0.0005406066,0.97034675,0.00020183498,0.000015717489,0.000008344877,0.0131658735,0.000035348326,0.000024946914,0.00089740613,0.0029922025,0.00023493312],"about_ca_topic_score_codex":0.005396452,"about_ca_topic_score_gemma":0.0008583822,"teacher_disagreement_score":0.13411677,"about_ca_system_score_codex":0.00004873497,"about_ca_system_score_gemma":0.000054340588,"threshold_uncertainty_score":0.81578565},"labels":[],"label_agreement":null},{"id":"W3048069069","doi":"10.1163/17087384-12340057","title":"Mental Health and Suicide: At the Crossroad of a Static Law","year":2020,"lang":"en","type":"article","venue":"African Journal of Legal Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Law; Government (linguistics); State (computer science); Political science; Mental health law; Mental illness; Mental Health Act; Criminology; Sociology; Psychiatry; Psychology; Health care","score_opus":0.10163054657099693,"score_gpt":0.42828821631482933,"score_spread":0.32665766974383237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048069069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9033594,0.04562367,0.000002565807,0.04842587,0.0002526144,0.00019205293,0.000028314622,0.0000040829277,0.0021114233],"genre_scores_gemma":[0.99573165,0.00073941244,0.000058081252,0.0030178023,0.00008160359,0.00000417818,9.573482e-7,0.000007233195,0.0003590581],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99890745,0.00013704032,0.00046413974,0.000098197255,0.00019483546,0.00019835889],"domain_scores_gemma":[0.9990799,0.00016063356,0.00048590425,0.00006591622,0.00005518789,0.00015249268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025864042,0.0001011689,0.00036723862,0.000020873615,0.00032994655,0.0000140934035,0.000112729205,0.00001241136,0.00008363689],"category_scores_gemma":[0.000022683547,0.000056998535,0.000059866954,0.00010742626,0.0003424183,0.000086259286,0.0000850351,0.00011926389,0.000007246469],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062842895,0.00094618695,0.11377079,0.00090435345,0.004599872,0.00038845974,0.5476296,0.000005853816,0.0003615876,0.035353936,0.21709906,0.07265601],"study_design_scores_gemma":[0.015994655,0.025948502,0.060535457,0.00077440514,0.00042209122,0.00093627285,0.57743675,0.000014694733,0.0015501947,0.0017380553,0.313958,0.00069095223],"about_ca_topic_score_codex":0.0003885607,"about_ca_topic_score_gemma":0.00017908373,"teacher_disagreement_score":0.09685894,"about_ca_system_score_codex":0.00007537912,"about_ca_system_score_gemma":0.000027811184,"threshold_uncertainty_score":0.25377154},"labels":[],"label_agreement":null},{"id":"W3048235801","doi":"10.29173/hsi314","title":"At the intersection of mental health and drug addiction","year":2020,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Addiction; Intersection (aeronautics); Mental health; Drug; Psychology; Psychiatry; Engineering; Transport engineering","score_opus":0.10163188270053547,"score_gpt":0.43453851918024883,"score_spread":0.33290663647971336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048235801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9535418,0.0025688454,0.00003576271,0.04033468,0.0018958098,0.00061499776,0.00001262935,0.000034943223,0.00096049806],"genre_scores_gemma":[0.98916256,0.00015599832,0.000051674408,0.010257575,0.00014052737,0.000024027187,0.000013324682,0.0000056681,0.000188624],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986394,0.00008611644,0.00033155916,0.0003278613,0.0002624159,0.00035264558],"domain_scores_gemma":[0.9991818,0.00002939899,0.00025144542,0.00015204602,0.000020145482,0.00036513087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072644604,0.00008457024,0.00014814567,0.000051909767,0.0009389576,0.000016542604,0.00015675783,0.000019295907,0.00026479186],"category_scores_gemma":[0.000008716284,0.000058779424,0.000021294136,0.0004491545,0.00067166967,0.0001779562,0.00010616438,0.00010605806,0.000057977588],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005473357,0.00022413346,0.04575046,0.00028359727,0.000017034008,0.0000016028708,0.23772599,0.0000020177688,0.00023518133,0.0036256318,0.1617687,0.5498183],"study_design_scores_gemma":[0.0050069103,0.0072661736,0.80457413,0.0005591736,0.000015950665,0.00017046038,0.1288547,0.0015480209,0.0018227751,0.000340398,0.049302604,0.0005386809],"about_ca_topic_score_codex":0.0012535027,"about_ca_topic_score_gemma":0.0001260733,"teacher_disagreement_score":0.7588237,"about_ca_system_score_codex":0.0003238355,"about_ca_system_score_gemma":0.00018479253,"threshold_uncertainty_score":0.7221798},"labels":[],"label_agreement":null},{"id":"W3048343278","doi":"10.1080/01612840.2020.1789788","title":"How Stigma and Discrimination Influences Nursing Care of Persons Diagnosed with Mental Illness: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Issues in Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fleming College; University of Ottawa","funders":"","keywords":"Mental illness; Stigma (botany); Mental health; Medicine; Psychiatry; Inclusion (mineral); Perception; Qualitative research; Psychology; Nursing; Social psychology","score_opus":0.057565298373280206,"score_gpt":0.46386499392102487,"score_spread":0.40629969554774464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048343278","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030075508,0.98561674,0.0000038780686,0.0024253798,0.0007612116,0.0102875335,0.0002567461,0.000048090795,0.00029968616],"genre_scores_gemma":[0.0061185947,0.9916256,0.00025939738,0.00019811194,0.000083328116,0.00086608174,0.000661954,0.000081873906,0.00010503999],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9955077,0.0011361871,0.0013510328,0.0008075764,0.0005526023,0.00064488046],"domain_scores_gemma":[0.9976957,0.00018642163,0.0014118014,0.00038638676,0.00003669151,0.00028300734],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036806773,0.0006947423,0.0036610838,0.00032792482,0.0004522748,0.00008189217,0.00032342516,0.00019785302,0.000026837339],"category_scores_gemma":[0.000027127111,0.0005181583,0.0001810231,0.0006181068,0.00035311774,0.0003004501,0.000035226694,0.0004133957,0.000007355555],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021509546,0.00017897642,0.00001960003,0.48915187,0.00004646824,0.000022499755,0.048226707,7.4126345e-9,2.2275477e-8,0.00007688072,0.00020123234,0.46205422],"study_design_scores_gemma":[0.00070489105,0.0006761084,0.00003147636,0.90480083,0.0008531372,0.00013909141,0.081620306,0.000002021777,7.4062825e-7,0.000009227428,0.010756793,0.00040535472],"about_ca_topic_score_codex":0.00042074174,"about_ca_topic_score_gemma":0.00010606048,"teacher_disagreement_score":0.46164885,"about_ca_system_score_codex":0.001850147,"about_ca_system_score_gemma":0.000161012,"threshold_uncertainty_score":0.999727},"labels":[],"label_agreement":null},{"id":"W3049764225","doi":"10.1007/s11126-020-09809-3","title":"Stigma in Healthcare? Exploring the Knowledge, Attitudes, and Behavioural Responses of Healthcare Professionals and Students toward Individuals with Mental Illnesses","year":2020,"lang":"en","type":"review","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Autism Canada","funders":"","keywords":"Mental health; Health care; Perception; Stigma (botany); Psychology; Mental healthcare; Health professionals; Nursing; Medicine; Psychiatry","score_opus":0.11376710104620424,"score_gpt":0.4569657527649702,"score_spread":0.34319865171876596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049764225","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17119879,0.8209225,3.822665e-7,0.0027872438,0.0015015163,0.003234925,0.00030076157,0.000032686097,0.000021231564],"genre_scores_gemma":[0.22442788,0.77293116,0.00008963027,0.00013933836,0.00017691276,0.0019048961,0.00011322855,0.000074864496,0.0001420696],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99534565,0.0014581975,0.001248034,0.0008601884,0.0005098463,0.00057810073],"domain_scores_gemma":[0.9979784,0.00052150147,0.0007433181,0.00041027807,0.00005054341,0.000295946],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006728824,0.0006325977,0.0017178778,0.0004675153,0.00036280317,0.00007670078,0.00053685973,0.00023296068,0.000030207217],"category_scores_gemma":[0.000006912506,0.0003884537,0.00012371194,0.0008196555,0.00015768009,0.00018581816,0.00011817641,0.00069933065,0.000018029374],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021745561,0.000743141,0.19189544,0.016052064,0.00019292098,0.00002671356,0.013075325,9.94371e-10,7.702017e-9,0.00034726594,0.000290709,0.777159],"study_design_scores_gemma":[0.0059475545,0.008415533,0.78973633,0.026933653,0.0012849371,0.00038160087,0.015414707,2.3564813e-7,2.548903e-7,0.0002032836,0.15018111,0.0015008216],"about_ca_topic_score_codex":0.00184236,"about_ca_topic_score_gemma":0.0009453141,"teacher_disagreement_score":0.77565813,"about_ca_system_score_codex":0.00012912994,"about_ca_system_score_gemma":0.00028042152,"threshold_uncertainty_score":0.9998567},"labels":[],"label_agreement":null},{"id":"W3080361189","doi":"10.1177/1363461520938273","title":"The Cultural Formulation Interview: Progress to date and future directions","year":2020,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Context (archaeology); Psychology; Thematic analysis; Scale (ratio); Psychiatry; Qualitative research; Sociology; Social science","score_opus":0.04212475794569452,"score_gpt":0.37080478710905523,"score_spread":0.3286800291633607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080361189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7413224,0.013864866,0.000019950368,0.23578285,0.0035047051,0.0010591657,0.00002527169,0.000121610086,0.004299162],"genre_scores_gemma":[0.9950518,0.00045973092,0.00041821902,0.0017825854,0.0013556839,0.0001645996,0.00005287872,0.000014336146,0.00070019165],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990313,0.00007917259,0.00023339824,0.00027959875,0.00011011113,0.00026643276],"domain_scores_gemma":[0.9995798,0.000011552387,0.000048514514,0.0001298783,0.00003073267,0.00019951722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006766452,0.00016572593,0.00012997385,0.000014434784,0.0005881909,0.00009525206,0.00015967005,0.00006509935,0.0002068913],"category_scores_gemma":[0.0000011148019,0.00008738238,0.00008072103,0.0002232304,0.000040294657,0.00018581335,0.000014879563,0.00016896133,0.00016571522],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054217485,0.00014998374,0.016023543,0.000116376475,0.0001915423,0.0000022822371,0.03308676,4.3955174e-7,0.00007170227,0.018228475,0.025303442,0.90628326],"study_design_scores_gemma":[0.0014401822,0.00043374058,0.27814257,0.00003799716,0.000082800725,0.000024180483,0.009650848,0.000022422208,0.0000314389,0.00018117968,0.7096802,0.00027245434],"about_ca_topic_score_codex":0.000037257523,"about_ca_topic_score_gemma":0.00024751673,"teacher_disagreement_score":0.9060108,"about_ca_system_score_codex":0.000010541511,"about_ca_system_score_gemma":0.000005096813,"threshold_uncertainty_score":0.45239484},"labels":[],"label_agreement":null},{"id":"W3080561914","doi":"10.1016/j.puhe.2020.06.014","title":"The prevalence of mental distress and association with social changes among postgraduate students in China: a cross-temporal meta-analysis","year":2020,"lang":"en","type":"review","venue":"Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Office for Philosophy and Social Sciences","keywords":"Meta-analysis; Mental health; Distress; Confidence interval; Mental distress; China; Association (psychology); Medicine; Mental illness; Demography; Quarter (Canadian coin); Cross-sectional study; Psychiatry; Clinical psychology; Psychology; Internal medicine; Geography; Pathology","score_opus":0.17434158556432686,"score_gpt":0.49013645150134705,"score_spread":0.3157948659370202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080561914","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010052392,0.97923523,0.0000010774789,0.006817409,0.00013660548,0.002291028,0.0013222536,0.000023019767,0.00012101007],"genre_scores_gemma":[0.07851362,0.91828704,0.0000064173196,0.00012492313,0.00007534969,0.0008808162,0.0005391957,0.000033624354,0.0015389893],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9954533,0.001607724,0.00094805,0.0006004561,0.0007445234,0.0006459245],"domain_scores_gemma":[0.9971719,0.00023378474,0.0020508892,0.0002663683,0.000050065613,0.00022702171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024021547,0.00038094074,0.0025968282,0.00023067146,0.00046249438,0.00021122201,0.0005040283,0.00018768596,0.00014989822],"category_scores_gemma":[0.000030491692,0.00021904593,0.0004636574,0.0011199581,0.00012878797,0.00013720682,0.0001525482,0.00040728354,0.0000054588822],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004058949,0.0005716876,0.43777442,0.015725674,0.053526524,0.000013482494,0.0054552318,1.41543035e-8,8.500978e-10,0.00022018129,0.00031165098,0.48636055],"study_design_scores_gemma":[0.0012048213,0.00051064277,0.7662862,0.00037642854,0.045181587,0.00000463959,0.00030593688,0.0000028587197,2.982305e-8,0.000014014023,0.1856828,0.0004300661],"about_ca_topic_score_codex":0.0035260832,"about_ca_topic_score_gemma":0.0049309544,"teacher_disagreement_score":0.48593047,"about_ca_system_score_codex":0.0006286108,"about_ca_system_score_gemma":0.00017720903,"threshold_uncertainty_score":0.89324343},"labels":[],"label_agreement":null},{"id":"W3081124248","doi":"10.1007/s10597-020-00699-0","title":"Inspiring Muslim Minds: Evaluating a Spiritually Adapted Psycho-educational Program on Addiction to Overcome Stigma in Canadian Muslim Communities","year":2020,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Waypoint Centre for Mental Health Care; University of Toronto; University Health Network; Toronto Western Hospital; Women's College Hospital; Centre for Addiction and Mental Health","funders":"Johns Hopkins Bloomberg School of Public Health; Centre for Addiction and Mental Health Foundation","keywords":"Outreach; Addiction; Mental health; Stigma (botany); Psychology; Clinical psychology; Psychiatry; Medicine","score_opus":0.21222296409516153,"score_gpt":0.4835337069192594,"score_spread":0.27131074282409784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081124248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95543534,0.00043744908,0.000005460741,0.037151095,0.0012402127,0.0019865925,0.00013698013,0.00006687367,0.0035399888],"genre_scores_gemma":[0.97740716,0.000068447305,0.0006769019,0.02064543,0.00036588282,0.00027240845,0.00044458307,0.000048841684,0.00007032766],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9943196,0.0027215811,0.0010282975,0.00022967752,0.00053039537,0.0011704222],"domain_scores_gemma":[0.9967591,0.0003603065,0.00037098135,0.00047081287,0.00010213406,0.001936669],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023899234,0.00035222832,0.0004461144,0.00065567956,0.0035610835,0.0001596119,0.0007868507,0.0001389102,0.0017190172],"category_scores_gemma":[0.00007816892,0.0003729403,0.00009747914,0.00070107804,0.000083372695,0.00028468898,0.00013570138,0.0024983075,0.00023016756],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011441028,0.0040473873,0.034179542,0.00020729852,0.0001205518,0.000026575162,0.40205154,0.00010544108,0.000019422016,0.00030226068,0.010724679,0.5470712],"study_design_scores_gemma":[0.006435724,0.010915836,0.7514428,0.0018542394,0.000019665838,0.00020283379,0.21910694,0.0011422433,0.0000093084445,0.0001251064,0.008161837,0.000583453],"about_ca_topic_score_codex":0.31978914,"about_ca_topic_score_gemma":0.41337442,"teacher_disagreement_score":0.7172633,"about_ca_system_score_codex":0.002757771,"about_ca_system_score_gemma":0.0008492519,"threshold_uncertainty_score":0.99987227},"labels":[],"label_agreement":null},{"id":"W3081997698","doi":"10.1177/1527154420957305","title":"Mental Health Care, Policy, and COVID-19: The Renewed Role for Psychiatric and Addiction Nursing","year":2020,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia; Douglas College","funders":"","keywords":"Addiction; Coronavirus disease 2019 (COVID-19); Psychiatry; Nursing; Mental health; 2019-20 coronavirus outbreak; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology","score_opus":0.0525677672412039,"score_gpt":0.4792193002595026,"score_spread":0.4266515330182987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081997698","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011172193,0.018782172,0.0017050852,0.92093515,0.0010220718,0.0024113585,0.0005316053,0.00020263293,0.043237705],"genre_scores_gemma":[0.89872545,0.0006058355,0.0018862417,0.094536856,0.0035547249,0.00010807326,0.00015065476,0.0000720505,0.00036011165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975419,0.00043573603,0.0004266783,0.00051086216,0.00022491833,0.0008598809],"domain_scores_gemma":[0.9974888,0.00081701385,0.00037868152,0.00027451542,0.00005709631,0.0009839244],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003118369,0.00027359446,0.0002823079,0.00022582259,0.0017736778,0.00017295142,0.00016028511,0.00012408016,0.000020459058],"category_scores_gemma":[0.00064504665,0.00024196338,0.000060643753,0.00043469528,0.00030454627,0.0003246903,0.000031041367,0.0002591349,0.000013308081],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013765468,0.00067279715,0.0003457797,0.0002732762,0.00016684138,0.000003928841,0.17332649,0.0000061506476,0.000022016164,0.51988083,0.07625849,0.22766687],"study_design_scores_gemma":[0.009354278,0.0030664187,0.0062763733,0.00026498284,0.0006580802,0.00080568326,0.08371544,0.0009312578,0.00007317863,0.031437475,0.86261773,0.0007991039],"about_ca_topic_score_codex":0.012450213,"about_ca_topic_score_gemma":0.000040740055,"teacher_disagreement_score":0.8875533,"about_ca_system_score_codex":0.0012278319,"about_ca_system_score_gemma":0.0007248912,"threshold_uncertainty_score":0.9995259},"labels":[],"label_agreement":null},{"id":"W3084134682","doi":"10.1111/eip.13037","title":"The program evaluation of '<scp>Go‐To</scp> Educator Training' on educators' knowledge about and stigma toward mental illness in six Canadian provinces","year":2020,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Child, Adolescent and Family Mental Health; Alberta Health Services; Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Stigma (botany); Mental health literacy; Mental health; Mental illness; Medicine; Nova scotia; Psychology; Psychiatry; Clinical psychology; Family medicine; Geography","score_opus":0.05641249283804794,"score_gpt":0.4099657279046855,"score_spread":0.35355323506663755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084134682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97835326,0.00280142,9.3016513e-7,0.004123086,0.00583097,0.0029363574,0.00003620172,0.000024276547,0.0058934772],"genre_scores_gemma":[0.9975164,0.000013447011,0.00006824541,0.0002426565,0.00024391443,0.0015560552,0.00003054878,0.000022984565,0.0003057252],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978797,0.00041990748,0.00060757046,0.00042037162,0.000256379,0.00041609548],"domain_scores_gemma":[0.99917275,0.00008836549,0.00019312059,0.00018094925,0.000059770464,0.00030502243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009308094,0.00019492277,0.00022741391,0.0002908268,0.00016420733,0.00007404515,0.00026457253,0.00013787759,0.00017691859],"category_scores_gemma":[0.00008392401,0.00016260402,0.00009269608,0.00047145862,0.00007873737,0.00012066728,0.000030420271,0.00029258552,0.000098165554],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117203665,0.0014116147,0.37833625,0.00018024436,0.000059558137,0.0000011784244,0.06752547,0.0000014304536,0.0000021691385,0.0035269156,0.008971344,0.5398666],"study_design_scores_gemma":[0.0023102115,0.0013712229,0.94257057,0.0005438482,0.000031857835,0.0000022469126,0.041580517,0.00007942772,0.000031603395,0.00043997195,0.010924688,0.00011386407],"about_ca_topic_score_codex":0.01764354,"about_ca_topic_score_gemma":0.16372639,"teacher_disagreement_score":0.56423426,"about_ca_system_score_codex":0.00026508668,"about_ca_system_score_gemma":0.0003683988,"threshold_uncertainty_score":0.98889804},"labels":[],"label_agreement":null},{"id":"W3084972002","doi":"","title":"The relationships between sociodemographic, psychosocial and clinical variables with personal-stigma in patients diagnosed with schizophrenia.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.06888866676801211,"score_gpt":0.3197584779637349,"score_spread":0.2508698111957228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084972002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99216664,0.0002619307,0.0000103728335,0.004759397,0.0001293699,0.0014053056,0.000027090662,0.000038952654,0.0012009457],"genre_scores_gemma":[0.9981453,0.000047500533,0.00008431327,0.0003299468,0.0002505737,0.0010066218,0.000036981295,0.000020604124,0.000078205034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983199,0.00038624895,0.00032577282,0.00036761165,0.00020487455,0.0003955442],"domain_scores_gemma":[0.9985583,0.0008911018,0.00015077046,0.00012030509,0.000028354909,0.00025119234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051687355,0.00015114927,0.0002275986,0.000040534167,0.00049511367,0.000053658547,0.00013690397,0.0001342685,0.00001529645],"category_scores_gemma":[0.00006975334,0.00009136422,0.000035035864,0.00033091605,0.00023282634,0.00010244442,0.000025538267,0.00044741714,0.000010708797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012775778,0.00014372823,0.9105531,0.000008595401,0.00011064062,0.0000051431416,0.0009984515,4.9992163e-8,1.9072683e-9,0.00040826036,0.00073095993,0.08576349],"study_design_scores_gemma":[0.006714023,0.00023161517,0.9916394,0.000011949477,0.00006510679,3.044691e-7,0.0004435635,0.0000030156896,9.013655e-8,0.00020921671,0.0005630855,0.00011863449],"about_ca_topic_score_codex":0.00009100444,"about_ca_topic_score_gemma":0.00028497734,"teacher_disagreement_score":0.08564486,"about_ca_system_score_codex":0.000025850422,"about_ca_system_score_gemma":0.000017430113,"threshold_uncertainty_score":0.38080642},"labels":[],"label_agreement":null},{"id":"W3085676307","doi":"10.1016/j.jad.2020.09.050","title":"Psychological distress as a unique concept: A response to Molgora et al. (2020)","year":2020,"lang":"en","type":"letter","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quebec Network for Research on Aging; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Ministère de l'Éducation et de l'Enseignement supérieur; Université de Montréal","keywords":"Psychology; Distress; Clinical psychology; MEDLINE; Psychological distress; Psychotherapist; Psychiatry; Anxiety","score_opus":0.021906202397302885,"score_gpt":0.40118446812585823,"score_spread":0.37927826572855533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085676307","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0818803,0.0008545955,0.00036687817,0.90881175,0.0021427185,0.0013219955,0.00021374883,0.000046543086,0.00436146],"genre_scores_gemma":[0.15087035,0.00016082806,0.0001478253,0.8462939,0.00074659183,0.00012941453,0.00009692287,0.000092029215,0.0014621294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994683,0.0026146583,0.00074615114,0.000703595,0.00061871466,0.0006338515],"domain_scores_gemma":[0.9968177,0.0013850858,0.0008710896,0.00039537778,0.00016531169,0.0003654368],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057021854,0.00058667944,0.00096889585,0.0003052986,0.00015155991,0.00008693939,0.000722818,0.000554184,0.0018945235],"category_scores_gemma":[0.00037563455,0.00046305597,0.0004920913,0.00053046964,0.0001800874,0.00015521,0.00011037908,0.0032074342,0.00040007508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005998492,0.0004844962,0.00022287753,0.000033354827,0.00039554047,0.005463789,0.0022122224,0.000003944212,0.00003437456,0.000042070107,0.9627196,0.02238923],"study_design_scores_gemma":[0.004031264,0.009456236,0.0093920035,0.00029823836,0.00015461157,0.0004574108,0.0009561967,0.0000012691931,0.000022542317,0.0014884074,0.97313577,0.0006060313],"about_ca_topic_score_codex":0.0002245449,"about_ca_topic_score_gemma":0.0000355192,"teacher_disagreement_score":0.06899005,"about_ca_system_score_codex":0.00028183966,"about_ca_system_score_gemma":0.00009214367,"threshold_uncertainty_score":0.99978215},"labels":[],"label_agreement":null},{"id":"W3086690335","doi":"","title":"Mental Health Care Seeking in the Canadian Armed Forces Post-Afghanistan: Can Social Support and Paraprofessional Initiatives Help Increase Access to Care?","year":2017,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Armed Forces","keywords":"Mental health care; Mental health; Social care; Nursing; Political science; Medicine; Health care; Psychology; Psychiatry; Law","score_opus":0.02751801121933073,"score_gpt":0.35636327318694394,"score_spread":0.3288452619676132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086690335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6908801,0.0005368335,3.6268779e-7,0.2932515,0.0004831251,0.0011806116,0.0008756707,0.000011287516,0.012780474],"genre_scores_gemma":[0.97448087,0.000068703695,0.00002923352,0.0007083779,0.00007668776,0.000010278614,0.0042281244,0.00002219832,0.020375526],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984343,0.00027217972,0.00004058632,0.00042945865,0.0003226534,0.00050084555],"domain_scores_gemma":[0.9988203,0.00004535545,0.0004560153,0.000246225,0.0001351426,0.0002969737],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00018772532,0.000263632,0.00042871467,0.00041674144,0.0026080438,0.00008738567,0.0006637205,0.0002559197,0.000053159423],"category_scores_gemma":[0.0000078390785,0.0002711418,0.00008175439,0.00014802656,0.00012365884,0.0002786226,0.00005774031,0.00033185908,0.0000065804634],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016153503,0.00008799631,0.040714733,0.0012331575,0.00018116928,0.000502884,0.72066075,2.2665533e-7,0.000008351256,0.0024735453,0.20583797,0.026683852],"study_design_scores_gemma":[0.0009991841,0.00024614698,0.27336842,0.00027237542,0.000043075528,0.0000049694336,0.60800815,2.7955292e-7,0.00000334344,0.0000030202725,0.11684,0.00021104848],"about_ca_topic_score_codex":0.23605478,"about_ca_topic_score_gemma":0.9758682,"teacher_disagreement_score":0.73981345,"about_ca_system_score_codex":0.00074208534,"about_ca_system_score_gemma":0.0011828893,"threshold_uncertainty_score":0.9999741},"labels":[],"label_agreement":null},{"id":"W3086863314","doi":"10.4324/9781315848556-57","title":"Mental health and ‘emotional deviance’","year":2014,"lang":"en","type":"book-chapter","venue":"Routledge eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deviance (statistics); Mental health; Mental illness; Psychology; Psychiatry; Population; Quarter (Canadian coin); Social psychology; Medicine","score_opus":0.046032318052778465,"score_gpt":0.3430221144213883,"score_spread":0.29698979636860984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086863314","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004760832,0.003506976,0.00006217022,0.00052810874,0.0016788736,0.0008308101,0.00013580397,0.0000846732,0.9926965],"genre_scores_gemma":[0.01789058,0.000077223594,0.00010937617,0.0021179246,0.00079469243,0.000046643097,0.00034891334,0.000082979706,0.97853166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839115,0.00004616765,0.00042155024,0.000542572,0.00020688983,0.00039164475],"domain_scores_gemma":[0.99897736,0.000048652735,0.0002797926,0.00032447092,0.000022489347,0.0003472089],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013287574,0.0003823002,0.000489061,0.000115615774,0.0003316341,0.00003102903,0.00014770131,0.00027778308,0.0027279055],"category_scores_gemma":[0.0000016440705,0.0003553789,0.00010337328,0.0000058087307,0.0001285367,0.000018602685,0.00008569465,0.00030419478,0.0016492069],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090150344,0.000029936562,0.00020997055,0.00021622001,0.00013366202,0.000015100882,0.001252057,6.1477867e-9,6.194273e-7,0.5855777,0.044617638,0.36785692],"study_design_scores_gemma":[0.0014847879,0.00043061998,0.00034800282,0.00064039294,0.00002516352,0.000079006335,0.000043831336,0.0000036354359,0.0000029275898,0.008608879,0.98792076,0.0004119669],"about_ca_topic_score_codex":0.00004048131,"about_ca_topic_score_gemma":0.000051861276,"teacher_disagreement_score":0.94330317,"about_ca_system_score_codex":0.00018812419,"about_ca_system_score_gemma":0.00006741605,"threshold_uncertainty_score":0.9998898},"labels":[],"label_agreement":null},{"id":"W3087816437","doi":"10.1016/j.jpsychores.2020.110256","title":"Depression prevalence using the HADS-D compared to SCID major depression classification: An individual participant data meta-analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Health Sciences Centre; Jewish General Hospital; Alberta Health; Sunnybrook Health Science Centre; University of Toronto; Concordia University; University of Alberta; Université du Québec à Chicoutimi; Ontario Brain Institute; McGill University Health Centre; McGill University; University of Calgary; Institut Universitaire en Santé Mentale de Québec; Alberta Health Services","funders":"Instituto de Salud Carlos III; National Health and Medical Research Council; Medical Research Council; Universität Heidelberg; Fonds de Recherche du Québec - Santé; Irish Cancer Society; Canadian Institutes of Health Research; Transport Accident Commission; Departament d'Universitats, Recerca i Societat de la Informació; Waikato Medical Research Foundation; Multiple Sclerosis Society of Canada; Bethlehem Griffiths Research Foundation; National Breast Cancer Foundation; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; Instituto Nacional de Ciência e Tecnologia Translacional em Medicina; Canadian Prostate Cancer Research Initiative; Ministerio de Sanidad, Consumo y Bienestar Social; Ministry of Health, Labour and Welfare; McGill University; McGill University Health Centre; Multiple Sclerosis Society; Faculty of Medicine, McGill University; Ministry of Education, Culture, Sports, Science and Technology; University of Calgary; Hunter Medical Research Institute; American Psychological Association; Alberta Innovates; Alberta Health Services; Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Cumming School of Medicine, University of Calgary; Canadian Breast Cancer Research Alliance","keywords":"Depression (economics); Meta-analysis; Psychology; Clinical psychology; Psychiatry; Medicine; Internal medicine","score_opus":0.9056886221523452,"score_gpt":0.6710513979856644,"score_spread":0.23463722416668087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087816437","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00084794534,0.9940208,0.0005114349,0.00095586246,0.00051164406,0.0026670983,0.00027547783,0.000015860174,0.00019386118],"genre_scores_gemma":[0.018819654,0.9726215,0.0055740625,0.00022619877,0.0012559925,0.00064266985,0.0002845851,0.00013897405,0.00043636226],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98483914,0.0073108408,0.0028942765,0.0010905426,0.003012752,0.0008524659],"domain_scores_gemma":[0.991212,0.0017807027,0.0022641176,0.0034381845,0.00042035666,0.0008846354],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009075393,0.0005288606,0.0036649834,0.0011923733,0.0008372834,0.00052869896,0.0059430636,0.00030018744,0.0027784866],"category_scores_gemma":[0.00029817768,0.00026966626,0.0012135701,0.0031694323,0.00018611141,0.00056698587,0.0008700931,0.0016750467,0.0002335805],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004413224,0.002130575,0.0012717535,0.0112058725,0.20501587,0.00030598926,0.004166467,0.000022501345,0.0000073419637,0.000074326235,0.020299792,0.75505817],"study_design_scores_gemma":[0.0010722849,0.00054804835,0.005129977,0.0064043165,0.6721409,0.00038170972,0.0016977373,0.0013611795,0.0000029443067,0.00020277895,0.31039548,0.00066262827],"about_ca_topic_score_codex":0.00010579827,"about_ca_topic_score_gemma":0.000034832192,"teacher_disagreement_score":0.75439554,"about_ca_system_score_codex":0.00013046236,"about_ca_system_score_gemma":0.00038702018,"threshold_uncertainty_score":0.99997556},"labels":[],"label_agreement":null},{"id":"W3088142764","doi":"10.1177/0706743720961738","title":"Effects of the Anti-stigma Workplace Intervention “Working Mind” in a Canadian Health-Care Setting: A Cluster-Randomized Trial of Immediate Versus Delayed Implementation","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; University of Calgary","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); Stigma (botany); Psychology; Cluster (spacecraft); Medicine; Cluster randomised controlled trial; Psychiatry; Occupational safety and health; Health care; Clinical psychology; Gerontology; Political science","score_opus":0.021881606775060156,"score_gpt":0.35225004868542636,"score_spread":0.3303684419103662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088142764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9548702,0.004660818,0.000013615639,0.031595368,0.006678794,0.0019550095,0.000043855456,0.0000018435051,0.00018048577],"genre_scores_gemma":[0.998452,0.0000178254,0.00018826395,0.0008768526,0.00039858374,0.000024490433,0.000015318172,0.000017402885,0.00000924981],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9968795,0.0011598577,0.0011363047,0.0001449298,0.00021236333,0.00046704625],"domain_scores_gemma":[0.9975831,0.00033744588,0.0013284439,0.00016612218,0.00006395234,0.0005209363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013291591,0.0001576835,0.0005013407,0.0002697325,0.00025036925,0.000025426956,0.00041472143,0.000093734125,0.0001349868],"category_scores_gemma":[0.00009118601,0.00010740606,0.00031285227,0.00041787172,0.000101370824,0.00006329083,0.000014977448,0.0003644054,0.0000032447203],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7369917,0.0002863136,0.09734627,0.000905454,0.0015453832,0.00007325476,0.07561354,0.0001219457,0.000010581195,0.0029737442,0.0130242435,0.07110757],"study_design_scores_gemma":[0.9471619,0.0022805412,0.03490497,0.0010337824,0.00039044707,0.000018288347,0.012918236,0.00004779726,0.000088539826,0.00048083632,0.00046412818,0.00021052646],"about_ca_topic_score_codex":0.6186429,"about_ca_topic_score_gemma":0.98031574,"teacher_disagreement_score":0.36167285,"about_ca_system_score_codex":0.0004366105,"about_ca_system_score_gemma":0.0023070078,"threshold_uncertainty_score":0.4379892},"labels":[],"label_agreement":null},{"id":"W3088655912","doi":"10.1080/09638237.2020.1818192","title":"The relationship between mood disorder diagnosis and experiencing an unmet health-care need in Canada: findings from the 2014 Canadian Community Health Survey","year":2020,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Biogen","keywords":"Mood; Medicine; Psychiatry; Odds ratio; Confidence interval; Mood disorders; Logistic regression; Health care; Affect (linguistics); Clinical psychology; Gerontology; Psychology; Anxiety","score_opus":0.11446156924623231,"score_gpt":0.3956177925053264,"score_spread":0.2811562232590941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088655912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89219433,0.012130271,0.000003158809,0.0937964,0.0004141027,0.00068528886,0.0007505042,0.0000048054603,0.000021129556],"genre_scores_gemma":[0.98528147,0.0007517647,0.000039433457,0.013460552,0.000120507735,0.000021394366,0.00029805236,0.000022138453,0.0000047073945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99397993,0.0037278023,0.0010671902,0.00019124917,0.0003555292,0.0006782806],"domain_scores_gemma":[0.9955256,0.0022828013,0.0006650854,0.0002653801,0.000037006197,0.0012241305],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002620338,0.00019150147,0.0004868023,0.00007634218,0.0027224775,0.00006181888,0.00046204505,0.0000568282,0.00005623613],"category_scores_gemma":[0.00009952483,0.00013126228,0.000040552623,0.00030901138,0.00006489039,0.00018669033,0.000057224777,0.0010428842,0.0000033195593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008895953,0.00004582088,0.919838,0.000029247423,0.000020006606,0.0000021417577,0.052395295,0.0000013774963,2.3699249e-8,0.00003901503,0.014832506,0.012707574],"study_design_scores_gemma":[0.0011655869,0.0007947173,0.89467186,0.000117155,0.0000035285227,0.000004683654,0.10206597,0.0000044762232,5.4005574e-7,0.000031764506,0.0010546639,0.00008506245],"about_ca_topic_score_codex":0.99932957,"about_ca_topic_score_gemma":0.9998843,"teacher_disagreement_score":0.093087114,"about_ca_system_score_codex":0.0036804113,"about_ca_system_score_gemma":0.0034363768,"threshold_uncertainty_score":0.99857587},"labels":[],"label_agreement":null},{"id":"W3088757921","doi":"10.1017/s0144686x20001294","title":"Perceived stigma towards Alzheimer's disease and related dementia among Chinese older adults: do social networks matter?","year":2020,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Dementia; Gerontology; Mainland China; Psychology; Population; Psychological intervention; Medicine; Disease; Clinical psychology; Psychiatry; China; Environmental health","score_opus":0.013308733251676598,"score_gpt":0.29624735629946636,"score_spread":0.2829386230477898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088757921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914886,0.005083119,0.000031757718,0.0016359509,0.00021502792,0.00034997423,0.00001633293,0.000081262515,0.0010979995],"genre_scores_gemma":[0.9973576,0.00023832818,0.000040762807,0.0018712648,0.00024194794,0.00004115136,0.00006957886,0.000025234363,0.00011410802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887466,0.000086085056,0.00021801714,0.0004039476,0.000106852254,0.00031044614],"domain_scores_gemma":[0.9994954,0.00002885719,0.000083301944,0.000093989285,0.000016313392,0.0002821284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000088015186,0.00019675445,0.00020930337,0.000009159635,0.0006037756,0.0000769557,0.000079438076,0.00013824557,0.000766516],"category_scores_gemma":[0.0000030397898,0.00016479396,0.00011399488,0.00011191376,0.00013033113,0.00012436174,0.00008198929,0.00021729032,0.000021253683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017698023,0.00015433192,0.86022466,0.00014681161,0.001084562,0.0001419263,0.07554717,0.0000047304025,0.0000039592856,0.00007223975,0.014277034,0.04816556],"study_design_scores_gemma":[0.00172028,0.00003388031,0.9935439,0.00005511439,0.000277124,0.0000015475075,0.0022969048,0.0018024291,2.099436e-7,0.000054835193,0.000041118226,0.00017262941],"about_ca_topic_score_codex":0.00026693576,"about_ca_topic_score_gemma":0.0000033774095,"teacher_disagreement_score":0.13331924,"about_ca_system_score_codex":0.000011864348,"about_ca_system_score_gemma":0.000007090845,"threshold_uncertainty_score":0.83928126},"labels":[],"label_agreement":null},{"id":"W3089720579","doi":"","title":"Rural Women’s Mental Health: Status and Need for Services","year":2020,"lang":"en","type":"article","venue":"Journal of Depression & Anxiety","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Mental health; Rural area; Medicine; Quarter (Canadian coin); Center for Epidemiologic Studies Depression Scale; Gerontology; Health care; Environmental health; Psychiatry; Depressive symptoms; Geography; Anxiety","score_opus":0.023891649374414913,"score_gpt":0.35290866614831334,"score_spread":0.32901701677389844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089720579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872006,0.00515039,0.000036108977,0.0063311853,0.0006658156,0.00035337274,0.000045649038,0.000014426112,0.00020242938],"genre_scores_gemma":[0.99384,0.0009290788,0.00042196456,0.004314924,0.00031933648,0.000021328895,0.000014383073,0.000015345886,0.00012365197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877083,0.000073796946,0.00045995886,0.0001389876,0.00018654345,0.00036987715],"domain_scores_gemma":[0.99882406,0.000042543343,0.00046803989,0.00007963087,0.000043182445,0.00054252474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002071567,0.00012808724,0.00029648922,0.000044997014,0.00021215944,0.000035884488,0.00012395655,0.00006221484,0.00037580103],"category_scores_gemma":[0.000004928539,0.00009108297,0.00007710794,0.00007456261,0.00001950267,0.0002201961,0.000046980953,0.0001543564,0.000008305262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006298552,0.00058000925,0.57426435,0.0007049563,0.0002558815,0.000010854554,0.05948477,0.0000035865341,0.0017179644,0.00013406477,0.043438114,0.31310692],"study_design_scores_gemma":[0.027908616,0.0056248005,0.5476861,0.0007232392,0.000084227584,0.00022458128,0.08030919,0.0003774393,0.0013676764,0.0006237038,0.3344976,0.00057282904],"about_ca_topic_score_codex":0.000061695566,"about_ca_topic_score_gemma":0.0000048593347,"teacher_disagreement_score":0.3125341,"about_ca_system_score_codex":0.0000876532,"about_ca_system_score_gemma":0.000030426414,"threshold_uncertainty_score":0.41147578},"labels":[],"label_agreement":null},{"id":"W3091405796","doi":"10.3390/ijerph17197263","title":"Mental Health Literacy Intervention on Help-Seeking in Athletes: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health literacy; Psychological intervention; Mental health; Stigma (botany); Psychology; Systematic review; Randomized controlled trial; Intervention (counseling); Medicine; Clinical psychology; MEDLINE; Mental illness; Psychiatry","score_opus":0.18940705802108587,"score_gpt":0.5396742088895911,"score_spread":0.3502671508685052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091405796","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006325426,0.9846343,0.000013101782,0.010983283,0.0007843066,0.0030142514,0.0002890745,0.0000074825,0.00021094886],"genre_scores_gemma":[0.001878061,0.994599,0.00004142164,0.002266561,0.00032272201,0.00020457299,0.00033280117,0.000047381785,0.00030751395],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99055856,0.0034205269,0.002975597,0.00050122326,0.001739321,0.0008047872],"domain_scores_gemma":[0.9960222,0.0006181102,0.0021409257,0.0002652104,0.0000596696,0.00089384255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006311249,0.00038903978,0.002263225,0.0011705868,0.00019762848,0.0002021217,0.00090862287,0.00013147011,0.0007309098],"category_scores_gemma":[0.00020892789,0.00029447293,0.00042331516,0.0003640117,0.00012087029,0.00038071687,0.00026722896,0.0014970722,0.00021701609],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046807185,0.0013576148,0.000032750784,0.17509195,0.00029040253,0.00015844982,0.0006345099,4.5558464e-9,2.585717e-8,0.00022463662,0.0014003695,0.82076246],"study_design_scores_gemma":[0.0009271817,0.0021839456,0.000074207586,0.5132028,0.000023049024,0.00050472846,0.0005029455,0.0000026783512,1.9112967e-8,0.00004667066,0.48238012,0.00015164641],"about_ca_topic_score_codex":0.00015289443,"about_ca_topic_score_gemma":0.000018241728,"teacher_disagreement_score":0.8206108,"about_ca_system_score_codex":0.003705067,"about_ca_system_score_gemma":0.00043589374,"threshold_uncertainty_score":0.99995077},"labels":[],"label_agreement":null},{"id":"W3091448162","doi":"10.1177/0706743720961733","title":"Postsecondary Mental Health Policy in Canada: A Scoping Review of the Grey Literature: Politique de santé mentale post-secondaire au Canada: un examen de la portée de la littérature grise","year":2020,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Grey literature; Mental health; Scope (computer science); Psychological intervention; Systematic review; Medicine; Psychology; Medical education; MEDLINE; Public relations; Political science; Nursing; Psychiatry","score_opus":0.011941308976734387,"score_gpt":0.347116302527065,"score_spread":0.3351749935503306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091448162","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011297713,0.9539693,1.3608702e-7,0.03653293,0.0014780386,0.0015982778,0.0021159986,0.000003765943,0.0031717613],"genre_scores_gemma":[0.006745237,0.9666744,0.00010567828,0.02507164,0.0010867907,0.00005157343,0.00012133061,0.000090585905,0.000052759453],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99208593,0.0041341907,0.0018325038,0.00034162792,0.00038903247,0.0012167216],"domain_scores_gemma":[0.9955345,0.00031650785,0.0020826035,0.000549594,0.00008313232,0.0014336837],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022157338,0.000595391,0.0018347753,0.00030193484,0.0004884505,0.0000824967,0.0013391713,0.00037025326,0.00039257595],"category_scores_gemma":[0.00012297992,0.00039711886,0.000482066,0.0009888952,0.00019964772,0.00010310396,0.000063589054,0.0024643166,0.0000011140543],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001363782,0.00023128743,0.031427935,0.21647741,0.0016085198,0.002687893,0.009011961,8.4635144e-7,3.334101e-7,0.018526202,0.118907996,0.60098326],"study_design_scores_gemma":[0.0014475689,0.00025530835,0.033837322,0.59773874,0.0005278662,0.014465202,0.0020690116,3.7918588e-7,0.0000012913794,0.0007688785,0.3481841,0.0007043467],"about_ca_topic_score_codex":0.99836385,"about_ca_topic_score_gemma":0.99986583,"teacher_disagreement_score":0.6002789,"about_ca_system_score_codex":0.018361114,"about_ca_system_score_gemma":0.39174974,"threshold_uncertainty_score":0.99984807},"labels":[],"label_agreement":null},{"id":"W3092086643","doi":"10.1177/0020872820962177","title":"‘Being heard’: The socio-economic impact of psychiatric care on people diagnosed with mental illness and their caregivers in Ghana","year":2020,"lang":"en","type":"article","venue":"International Social Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental illness; Grassroots; Poverty; Stigma (botany); Psychiatry; Government (linguistics); Context (archaeology); Social stigma; Narrative; Mental health; Psychology; Medicine; Economic growth; Political science; Politics; Family medicine; Human immunodeficiency virus (HIV); Geography","score_opus":0.01378013911199784,"score_gpt":0.32634878059133415,"score_spread":0.31256864147933633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092086643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898269,0.00016437261,0.0000018544472,0.004892561,0.00044079268,0.00028622043,0.00007663899,0.000010400728,0.004300253],"genre_scores_gemma":[0.9993679,0.000010219867,0.000006697431,0.00021156982,0.00026063606,0.000038443726,0.00005226804,0.000011436796,0.00004085683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994067,0.00005488827,0.00013839915,0.0001725292,0.00009183834,0.00013564207],"domain_scores_gemma":[0.99972165,0.00008486355,0.00009203155,0.000047286027,0.000014716184,0.000039431605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000406059,0.00010844377,0.00014699652,0.000041549298,0.00027964963,0.000018636538,0.00014885514,0.000045724315,0.00043745103],"category_scores_gemma":[0.00000247264,0.000070330134,0.00007400644,0.00014006619,0.00005187745,0.0000459501,0.000029532073,0.00010840479,0.000019642612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009827662,0.0000958426,0.6942508,0.000014313257,0.0002819055,0.000008501819,0.27680168,0.000047853315,0.0000030950644,0.0022697437,0.0027627328,0.022480758],"study_design_scores_gemma":[0.0022915825,0.000286226,0.91907483,0.000027528044,0.000013301368,0.0000011633135,0.07771136,0.00001523353,0.00001290188,0.00014565063,0.00028653446,0.00013369408],"about_ca_topic_score_codex":0.0028283363,"about_ca_topic_score_gemma":0.00053175475,"teacher_disagreement_score":0.22482401,"about_ca_system_score_codex":0.00037093312,"about_ca_system_score_gemma":0.0000281819,"threshold_uncertainty_score":0.47897822},"labels":[],"label_agreement":null},{"id":"W3092554663","doi":"10.4103/ijsp.ijsp_75_18","title":"Community psychiatry – Transcontinental lessons of the last quarter century","year":2018,"lang":"en","type":"article","venue":"Indian Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Quarter (Canadian coin); Relevance (law); Social psychiatry; Closure (psychology); Political science; Institutionalisation; Field (mathematics); Scholarship; Psychiatry; Mental health; Sociology; Medicine; Public relations; Law; History","score_opus":0.024568756642265734,"score_gpt":0.3532921500905696,"score_spread":0.32872339344830387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092554663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574566,0.00060182303,0.000007343837,0.016639916,0.015845886,0.000214422,0.00006604831,0.000010330045,0.0091576325],"genre_scores_gemma":[0.99591476,0.000008856872,0.00017359847,0.0009850744,0.0027589551,0.000002411966,0.0000039286556,0.000025393307,0.00012700156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978308,0.0005821664,0.0007857702,0.00011971859,0.00031573273,0.00036578948],"domain_scores_gemma":[0.99851453,0.000037921094,0.0009085776,0.0002858166,0.00011733299,0.0001357911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005351246,0.000195383,0.0003596871,0.00013561404,0.000888964,0.000025527497,0.00073604105,0.00020028272,0.0008736361],"category_scores_gemma":[0.000005190539,0.00014052745,0.00044197988,0.00032368267,0.00043488044,0.00015134948,0.000032263037,0.00086529565,0.00005466659],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013385053,0.005099147,0.7380112,0.00027131062,0.0009209003,0.000014382076,0.08759488,1.844632e-7,0.00019326532,0.021720149,0.12632948,0.018506607],"study_design_scores_gemma":[0.0038865455,0.000981384,0.94167787,0.00027132293,0.00015088388,0.00016857765,0.04448913,1.3612069e-7,0.000084815074,0.0042426493,0.0038410053,0.00020568079],"about_ca_topic_score_codex":0.00011197806,"about_ca_topic_score_gemma":0.0008072097,"teacher_disagreement_score":0.20366667,"about_ca_system_score_codex":0.00005028592,"about_ca_system_score_gemma":0.00018300723,"threshold_uncertainty_score":0.95657027},"labels":[],"label_agreement":null},{"id":"W3092920753","doi":"10.1017/s0033291720003797","title":"Toward measuring effective treatment coverage: critical bottlenecks in quality- and user-adjusted coverage for major depressive disorder","year":2020,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Fogarty International Center; National Institute on Drug Abuse; Medical Research Council; National Institute of Mental Health; World Health Organization","keywords":"Pharmacotherapy; Major depressive disorder; Mental health; Psychiatry; Medicine; Quality of life (healthcare); Mood; Nursing","score_opus":0.1731582409728694,"score_gpt":0.45999716079128516,"score_spread":0.2868389198184158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092920753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95753974,0.003927822,0.005425072,0.023841836,0.00070436136,0.0029196208,0.00007877884,0.00010825486,0.0054544993],"genre_scores_gemma":[0.99190474,0.00021213554,0.000169806,0.0056119924,0.00041976277,0.001446992,0.00005450973,0.000029711455,0.0001503618],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971662,0.00046715193,0.0006127432,0.00092263555,0.00024002358,0.00059123436],"domain_scores_gemma":[0.9971173,0.0020374795,0.00012097992,0.00024858152,0.00005166706,0.00042400794],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033046477,0.00036976577,0.0007944342,0.00008187051,0.00016756824,0.000019860048,0.00017161152,0.00024390774,0.00091149105],"category_scores_gemma":[0.00072874106,0.00024731457,0.00008774659,0.00023124728,0.00024656643,0.00009369746,0.000049509814,0.00027683025,0.00004322932],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012050827,0.0039943606,0.13912782,0.0007359812,0.00033756474,0.0007183363,0.0076502436,0.0000069294056,0.0007979931,0.01328704,0.0018770389,0.81941587],"study_design_scores_gemma":[0.034020424,0.009975904,0.9476362,0.0002099512,0.0001793882,0.00003759447,0.000903937,0.000043627188,0.00014953515,0.0036030936,0.0027892848,0.00045108248],"about_ca_topic_score_codex":0.00038248024,"about_ca_topic_score_gemma":0.000036923968,"teacher_disagreement_score":0.8189648,"about_ca_system_score_codex":0.00011062447,"about_ca_system_score_gemma":0.0000033955157,"threshold_uncertainty_score":0.9999979},"labels":[],"label_agreement":null},{"id":"W3093226453","doi":"10.1007/s10597-020-00723-3","title":"Examining Different Strategies for Stigma Reduction and Mental Health Promotion in Asian Men in Toronto","year":2020,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Access Alliance Multicultural Health and Community Services; Toronto Metropolitan University; Toronto Western Hospital; Public Health Ontario; University of Toronto","funders":"Movember Foundation","keywords":"Mental illness; Psychological intervention; Psychoeducation; Stigma (botany); Mental health; Empowerment; Social stigma; Psychology; Psychiatry; Medicine; Clinical psychology; Political science; Family medicine","score_opus":0.18244765700766416,"score_gpt":0.44810583994862346,"score_spread":0.26565818294095933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093226453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695899,0.0032999748,0.00006935813,0.022755407,0.00073851,0.0019638464,0.000057079586,0.000030778705,0.001495185],"genre_scores_gemma":[0.99740183,0.0010704877,0.00029893478,0.0006633173,0.00017287048,0.00010060848,0.00022110192,0.000025453575,0.000045393048],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9964999,0.0015990009,0.00084486126,0.00022925517,0.00019933177,0.00062762934],"domain_scores_gemma":[0.9988695,0.000052204312,0.00040017537,0.00016546286,0.000016111693,0.00049658824],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012905706,0.00023702889,0.0004515468,0.00011077879,0.0013866072,0.000094209805,0.00021584707,0.00008260121,0.0002002584],"category_scores_gemma":[0.000006895227,0.00022276239,0.000038932285,0.000121317134,0.000060287082,0.0005493431,0.00009306402,0.0008119566,0.000002760306],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028117825,0.0051189032,0.053170614,0.001650503,0.00008082777,0.0000111319805,0.33530712,0.000003256734,0.00030093093,0.0016584944,0.010490352,0.5893961],"study_design_scores_gemma":[0.011532607,0.011241657,0.38150972,0.0010192465,0.0000063543853,0.00029271885,0.5920645,0.00035623458,0.00003855265,0.00094477786,0.0006481077,0.00034552414],"about_ca_topic_score_codex":0.0097186025,"about_ca_topic_score_gemma":0.012612779,"teacher_disagreement_score":0.5890506,"about_ca_system_score_codex":0.002471965,"about_ca_system_score_gemma":0.00014565022,"threshold_uncertainty_score":0.99991345},"labels":[],"label_agreement":null},{"id":"W3093525232","doi":"10.1111/appy.12442","title":"Transcultural adaptation of cognitive behavioral therapy (<scp>CBT</scp>) in Asia","year":2020,"lang":"en","type":"review","venue":"Asia-Pacific Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Adaptation (eye); Context (archaeology); Psychology; Cognitive behavioral therapy; Cultural sensitivity; Cognition; Psychotherapist; Culturally sensitive; Cognitive therapy; Clinical psychology; Social psychology; Psychiatry; Geography","score_opus":0.09996008492313137,"score_gpt":0.4162200768135514,"score_spread":0.31625999189042003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093525232","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037315902,0.9632382,0.000015190303,0.000112276895,0.0038166807,0.0030939584,0.00049667817,0.00009039186,0.025405075],"genre_scores_gemma":[0.024524743,0.97053975,0.0002104292,0.00003905585,0.00045781233,0.0009742766,0.0016817771,0.00012854194,0.0014436096],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995988,0.0006065449,0.0014204091,0.0009587341,0.00037900097,0.00064732],"domain_scores_gemma":[0.9982135,0.00023772025,0.0008650017,0.0004037722,0.00006022978,0.00021976838],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002200814,0.00080060016,0.0020355221,0.00038317897,0.00012379728,0.000039071423,0.0004645183,0.00073172123,0.00032351367],"category_scores_gemma":[0.000010306055,0.00065074355,0.0008040819,0.0009991823,0.0001287709,0.00017942328,0.000023900677,0.0008440372,0.0004197907],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007297968,0.0016596529,0.0016467045,0.0020734414,0.00031853322,0.000039071674,0.0060421564,4.2743835e-8,2.219585e-7,0.0004943435,0.0019072378,0.9857456],"study_design_scores_gemma":[0.005942951,0.0022234356,0.005058521,0.014082367,0.0015582107,0.00015162193,0.05191428,0.000002433889,0.0000036263039,0.00019734079,0.918209,0.0006562061],"about_ca_topic_score_codex":0.0005316053,"about_ca_topic_score_gemma":0.0003693094,"teacher_disagreement_score":0.9850894,"about_ca_system_score_codex":0.00012435924,"about_ca_system_score_gemma":0.00024898845,"threshold_uncertainty_score":0.9995944},"labels":[],"label_agreement":null},{"id":"W3095065609","doi":"10.1177/0840470420970594","title":"How a shared humanity model can improve provider well-being and client care: An evaluation of Fraser Health’s Trauma and Resiliency Informed Practice (TRIP) training program","year":2020,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Mental Health & Substance Use Services; Fraser Health; Mental Health Commission of Canada; University of Calgary","funders":"Health Canada","keywords":"Compassion fatigue; Burnout; Mental health; Nursing; Compassion; Empathy; Health care; Psychology; Training (meteorology); Medicine; Psychiatry; Clinical psychology; Political science","score_opus":0.10086591598202914,"score_gpt":0.4195009831336735,"score_spread":0.31863506715164436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095065609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8130777,0.0054885065,0.00027343776,0.13612622,0.00057552324,0.021679768,0.00015707691,0.0003612956,0.02226051],"genre_scores_gemma":[0.9881348,0.00019428486,0.0030790658,0.0067682415,0.00006766109,0.0013128335,0.00026191794,0.000041316052,0.00013987331],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9965241,0.00043700007,0.00070049375,0.0008004988,0.00071653887,0.00082137354],"domain_scores_gemma":[0.9982032,0.00006366757,0.0005793069,0.00038721916,0.00024457654,0.00052201725],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008857705,0.00031872414,0.00043209645,0.00017020656,0.0005634576,0.00015544516,0.00018211117,0.0001313349,0.0000283098],"category_scores_gemma":[0.00005868675,0.00030893538,0.000050663646,0.00027487273,0.000079912694,0.00071492745,0.00015026364,0.0002885478,0.0000021181743],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048136982,0.000295586,0.002063402,0.003332456,0.00008772965,0.000009703983,0.060215972,0.000015647363,0.0000012405408,0.0079453,0.00057842856,0.9249732],"study_design_scores_gemma":[0.021162799,0.015791275,0.037394796,0.0008242493,0.0007808399,0.000016204756,0.8371657,0.05399969,0.00008141011,0.0038503124,0.027579822,0.001352882],"about_ca_topic_score_codex":0.0017720605,"about_ca_topic_score_gemma":0.004229132,"teacher_disagreement_score":0.9236203,"about_ca_system_score_codex":0.00034837262,"about_ca_system_score_gemma":0.00017906017,"threshold_uncertainty_score":0.9999363},"labels":[],"label_agreement":null},{"id":"W3095515476","doi":"","title":"Predicting Resource Use of Community Mental Health Services at the Transition from Inpatient Psychiatry","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Waterloo; Ministry of Advanced Education; Ministry of Advanced Education and Skills Development","keywords":"Mental health; Psychiatry; Resource (disambiguation); Medicine; Computer science","score_opus":0.02300689217003937,"score_gpt":0.26836458292254034,"score_spread":0.24535769075250097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095515476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920491,0.00042916654,8.496309e-7,0.004694235,0.00063408475,0.00073922565,0.0011175129,0.00004056319,0.00029523528],"genre_scores_gemma":[0.940319,0.00013789641,0.00028005484,0.0006275103,0.00006838523,0.00000241572,0.022284124,0.000042051503,0.03623856],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99837774,0.0006056363,0.00026089116,0.00024279766,0.0002834787,0.00022945984],"domain_scores_gemma":[0.9986184,0.00008975123,0.00072623347,0.00041171865,0.000042402193,0.00011146985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013973375,0.00022344872,0.00041874428,0.00009541833,0.000947646,0.000011822505,0.00039643623,0.00020391378,0.0005520373],"category_scores_gemma":[8.4568507e-7,0.00021036887,0.00015586115,0.00015002744,0.00008251151,0.00015812748,0.00008346788,0.00041921937,0.000029150126],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021985294,0.00045828053,0.013473444,0.0011052385,0.0002958252,0.0000025932027,0.97420716,0.000007065107,0.00012372254,0.000036135905,0.004448374,0.0036436198],"study_design_scores_gemma":[0.0015741863,0.00063699,0.119459145,0.0008190911,0.00018490276,9.77492e-7,0.8755999,0.000068908324,0.00020013169,0.000037463848,0.0012430516,0.00017520173],"about_ca_topic_score_codex":0.4022935,"about_ca_topic_score_gemma":0.34982,"teacher_disagreement_score":0.1059857,"about_ca_system_score_codex":0.0001446286,"about_ca_system_score_gemma":0.000036578098,"threshold_uncertainty_score":0.8578594},"labels":[],"label_agreement":null},{"id":"W309575084","doi":"10.1177/070674371105600409","title":"Book Review: Epidemiology Mental Disorders in Canada: An Epidemiological Perspective","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Epidemiology; Perspective (graphical); Psychiatry; Medicine; Psychology; Pathology; Computer science","score_opus":0.06544227849807421,"score_gpt":0.36749259040904886,"score_spread":0.30205031191097464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W309575084","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07609303,0.732282,0.0000071812356,0.16035764,0.006953753,0.0008484936,0.000045496658,0.000006323038,0.023406066],"genre_scores_gemma":[0.8437819,0.0077188085,0.0006964765,0.14641641,0.0005486483,0.00004314765,0.000010841187,0.000034051878,0.00074973534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996964,0.0012493699,0.000844358,0.00021830019,0.00009549758,0.0006284944],"domain_scores_gemma":[0.9983116,0.00018797928,0.000493108,0.0002916586,0.00004746109,0.0006681988],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017120583,0.00018681723,0.00052427,0.00012602059,0.0002530067,0.0000033324197,0.00057030004,0.000091887036,0.007990325],"category_scores_gemma":[0.000120958466,0.00011721209,0.00012292872,0.00016269654,0.00018278904,0.00011931293,0.000010953311,0.0005753535,0.000031154017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088845125,0.000073836396,0.55461985,0.00002075239,0.00006718644,0.000040472045,0.0011715993,0.0000010206267,2.7391533e-8,0.024434775,0.41729614,0.0021855105],"study_design_scores_gemma":[0.0008403223,0.00056509586,0.9096387,0.00030571184,0.000066161956,0.0002998696,0.0053991172,0.0000045538272,3.0272395e-7,0.036523607,0.046142068,0.00021449418],"about_ca_topic_score_codex":0.99211323,"about_ca_topic_score_gemma":0.9997502,"teacher_disagreement_score":0.7676889,"about_ca_system_score_codex":0.0014045949,"about_ca_system_score_gemma":0.0034142218,"threshold_uncertainty_score":0.9929165},"labels":[],"label_agreement":null},{"id":"W3096888122","doi":"10.3389/fpsyt.2020.587321","title":"Education Students' Stigma Toward Mental Health Problems: A Cross-Cultural Comparison","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg","funders":"Agencia Estatal de Investigación; Ministerio de Ciencia, Innovación y Universidades","keywords":"Stigma (botany); Multivariate analysis of variance; Psychology; Mental health; Cultural diversity; Social stigma; Clinical psychology; Social psychology; Psychiatry; Medicine; Political science; Family medicine","score_opus":0.03892676269482977,"score_gpt":0.43298780475332327,"score_spread":0.3940610420584935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096888122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8970397,0.022947593,0.00043001003,0.026421892,0.045204986,0.0020496773,0.00006101056,0.0001468256,0.005698273],"genre_scores_gemma":[0.9832437,0.0001286466,0.007389081,0.0073581045,0.0006318575,0.0002491839,0.00023893463,0.00003418443,0.0007263149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977265,0.0001525701,0.0006609836,0.0005451251,0.00039945068,0.0005153407],"domain_scores_gemma":[0.9991612,0.0000062550616,0.00026311274,0.00021648093,0.000038945505,0.00031402358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021844046,0.00024889014,0.0004046872,0.00010696404,0.0002597907,0.000120333825,0.0004500685,0.00011513666,0.00032539794],"category_scores_gemma":[0.0000070071505,0.00023035659,0.000084769956,0.00036698874,0.00008828319,0.0002727475,0.00006544778,0.00031422926,0.00016826601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016561092,0.0008825121,0.5601393,0.0001471046,0.00003813698,4.6218074e-7,0.008698266,0.0000027617648,4.80395e-7,0.00033279718,0.41198298,0.017609585],"study_design_scores_gemma":[0.006531489,0.0010551127,0.86536884,0.0003396861,0.00002640136,0.000008129674,0.04047121,0.000167067,0.0000061288088,0.0010961194,0.08437441,0.0005554258],"about_ca_topic_score_codex":0.00043220058,"about_ca_topic_score_gemma":0.00009077936,"teacher_disagreement_score":0.32760856,"about_ca_system_score_codex":0.00037414944,"about_ca_system_score_gemma":0.00019550306,"threshold_uncertainty_score":0.9393669},"labels":[],"label_agreement":null},{"id":"W3097612214","doi":"10.1192/bjo.2020.115","title":"The influence of primary care physicians’ mental health knowledge, attitudes and self-efficacy on referrals to specialised services: findings from a longitudinal pilot trial","year":2020,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Institut pour la Recherche en Santé Publique; Université de Montréal; Mitacs; World Health Organization","keywords":"Mental health; Referral; Medicine; Scale (ratio); Primary care; Family medicine; Mental health care; Psychiatry","score_opus":0.11082880235976329,"score_gpt":0.42698068399188466,"score_spread":0.3161518816321214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097612214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792504,0.00094125787,5.0033674e-7,0.004002911,0.000527043,0.0057790778,0.00020932192,0.000039823088,0.009249691],"genre_scores_gemma":[0.99358374,0.00011745391,0.00015482475,0.0050942935,0.00039891346,0.00027574986,0.00014199041,0.0000274849,0.00020553313],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99808186,0.00022421665,0.000496824,0.0005986354,0.00023264898,0.00036581687],"domain_scores_gemma":[0.9989217,0.00019644015,0.00022528044,0.00037685657,0.000047032172,0.00023272226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021002092,0.00023873817,0.0004877721,0.00003866302,0.00048742938,0.00015090572,0.0008313672,0.000051850617,0.00011512148],"category_scores_gemma":[0.0000064165993,0.0001798288,0.000051200852,0.00025587322,0.00005057298,0.00018255362,0.0003192952,0.0001479649,0.00020573674],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.28460178,0.018907646,0.07453396,0.002302929,0.0014449344,0.000028753142,0.22458166,0.000015977532,0.00084972155,0.004569195,0.08575791,0.30240554],"study_design_scores_gemma":[0.034626264,0.0064592944,0.92785966,0.0005954192,0.000032743454,5.349847e-7,0.0015437056,0.0000015029647,0.00009453399,0.000045152166,0.028483102,0.0002580979],"about_ca_topic_score_codex":0.0020632287,"about_ca_topic_score_gemma":0.0009616576,"teacher_disagreement_score":0.85332566,"about_ca_system_score_codex":0.00017311875,"about_ca_system_score_gemma":0.000085164254,"threshold_uncertainty_score":0.73332053},"labels":[],"label_agreement":null},{"id":"W3097759778","doi":"10.1016/j.jsat.2020.108189","title":"The next wave? Mental health comorbidities and patients with substance use disorders in under-resourced and rural areas","year":2020,"lang":"en","type":"article","venue":"Journal of Substance Abuse Treatment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Institute of General Medical Sciences","keywords":"Pandemic; Mental health; Substance use; Psychiatry; Globe; Unintended consequences; Coronavirus disease 2019 (COVID-19); Medicine; Environmental health; Rural area; Population; Substance abuse; Public health; Psychology; Disease; Nursing; Political science; Infectious disease (medical specialty)","score_opus":0.05283325968792415,"score_gpt":0.2980510103685453,"score_spread":0.24521775068062115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097759778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98494714,0.009015183,0.000010170442,0.0050758007,0.00016730727,0.00070715975,0.000027873022,0.00001160535,0.000037746682],"genre_scores_gemma":[0.9854945,0.013700461,0.00011130395,0.0004815415,0.00003561975,0.000024624,0.000015594629,0.000025179224,0.00011115536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842376,0.0001512962,0.00052143703,0.00021539642,0.0002824899,0.00040564255],"domain_scores_gemma":[0.9988443,0.00021160653,0.00046886408,0.00015170338,0.00003979674,0.00028369276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011315548,0.0002696787,0.0004062434,0.00006639443,0.00035214357,0.00010347191,0.00010042598,0.00004327159,0.000025033445],"category_scores_gemma":[0.0000019558197,0.0001559579,0.00004981995,0.0001708554,0.0001814937,0.00042361233,0.0000055893524,0.00016171735,0.0000025924269],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046056593,0.0008455784,0.8911399,0.000028064916,0.00027933973,0.00005440216,0.07545774,0.000014441998,0.000005040873,0.00029498985,0.00048525239,0.026789596],"study_design_scores_gemma":[0.014185895,0.0032700829,0.95936763,0.0002481337,0.000042955136,0.00003146116,0.020451674,0.000027057265,0.000015534,0.00010684983,0.0020443236,0.00020839968],"about_ca_topic_score_codex":0.00024627073,"about_ca_topic_score_gemma":0.006683618,"teacher_disagreement_score":0.06822774,"about_ca_system_score_codex":0.00034298823,"about_ca_system_score_gemma":0.00002555212,"threshold_uncertainty_score":0.63597786},"labels":[],"label_agreement":null},{"id":"W3103839530","doi":"10.32437/mhgcj.v3i1.89","title":"Stigma and mental health: The curious case of COVID-19","year":2020,"lang":"en","type":"article","venue":"Mental Health Global Challenges Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alzheimer Society of Canada","funders":"World Health Organization","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Stigma (botany); Psychology; Virology; Psychiatry; Medicine; Psychoanalysis; Outbreak; Infectious disease (medical specialty); Internal medicine","score_opus":0.13983022243753082,"score_gpt":0.46109439184221046,"score_spread":0.3212641694046796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103839530","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24488653,0.21444777,0.000035740308,0.53544205,0.001509321,0.0014190463,0.0006613001,0.000056381756,0.0015418686],"genre_scores_gemma":[0.9416413,0.027245278,0.00019351432,0.030309636,0.00048213362,0.000025239267,0.000033433276,0.000024028965,0.000045452103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99651927,0.00079758425,0.0009709233,0.00045013666,0.00041608565,0.00084601826],"domain_scores_gemma":[0.99684554,0.000088746325,0.0007419121,0.00022310136,0.00003026786,0.0020704505],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010068472,0.00032226392,0.0005609016,0.000052048683,0.0018303607,0.000045215318,0.00030841492,0.00009801556,0.0005449624],"category_scores_gemma":[0.00001620556,0.0002323652,0.00011945536,0.0002014553,0.00022511485,0.00014379737,0.00015992667,0.000458255,0.00004233023],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021225263,0.0012511916,0.0047606914,0.002039601,0.00034123144,0.001689743,0.09702609,0.0000031433894,0.0000029400926,0.013001142,0.15491813,0.7228436],"study_design_scores_gemma":[0.025308175,0.017157113,0.017906226,0.00059109123,0.000074307565,0.12311945,0.22689903,0.00019494676,0.0000129076725,0.0035713124,0.58405805,0.0011073821],"about_ca_topic_score_codex":0.0019136833,"about_ca_topic_score_gemma":0.0010708233,"teacher_disagreement_score":0.7217362,"about_ca_system_score_codex":0.00093475834,"about_ca_system_score_gemma":0.00035102482,"threshold_uncertainty_score":0.9994691},"labels":[],"label_agreement":null},{"id":"W3104691107","doi":"","title":"Embedded police officers in assertive community treatment: Impacts on service delivery and health-related outcomes","year":2020,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Assertive community treatment; Assertiveness; Service delivery framework; Service (business); Psychology; Business; Nursing; Public relations; Environmental health; Medicine; Political science; Psychiatry; Social psychology; Mental health; Marketing","score_opus":0.045238688974291584,"score_gpt":0.3346439991473298,"score_spread":0.2894053101730382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104691107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9589703,0.00029731047,1.3778876e-7,0.0010504152,0.0005113173,0.0011959355,0.00019575281,0.0001318735,0.037646975],"genre_scores_gemma":[0.98597413,0.0003376404,0.000010024589,0.0011511551,0.000022423012,0.000009499707,0.0035069918,0.00006468135,0.008923465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723977,0.0008093639,0.00047849686,0.00062629115,0.00022035005,0.0006257529],"domain_scores_gemma":[0.99812984,0.00032391227,0.000507079,0.0004990579,0.00007807307,0.0004620145],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015289277,0.00063887244,0.0009287013,0.0008362049,0.0005643049,0.000040765164,0.00043189537,0.0005548998,0.00031448653],"category_scores_gemma":[0.000007917108,0.0006523209,0.00015610264,0.0011141716,0.000041725794,0.00026031258,0.000060736085,0.000950269,0.00025927616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066183954,0.003576342,0.9402145,0.0009141186,0.001544598,0.0006964607,0.026141562,0.00001700179,0.0000032521784,0.001226303,0.004657147,0.014390278],"study_design_scores_gemma":[0.011153506,0.0024021682,0.53288156,0.0006358308,0.00033874108,4.342889e-8,0.445898,0.000026970953,0.00014430199,0.000044265813,0.0055968296,0.00087778975],"about_ca_topic_score_codex":0.14587243,"about_ca_topic_score_gemma":0.7803283,"teacher_disagreement_score":0.63445586,"about_ca_system_score_codex":0.0012758673,"about_ca_system_score_gemma":0.00024290853,"threshold_uncertainty_score":0.9995928},"labels":[],"label_agreement":null},{"id":"W3105275627","doi":"","title":"Information on Australian mental health and its mental health care system","year":2020,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Mental health; Mental health care; Health care; Psychology; Medicine; Business; Public relations; Psychiatry; Political science","score_opus":0.051480388421494994,"score_gpt":0.3914048199150205,"score_spread":0.3399244314935255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105275627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7857729,0.002543422,0.000011006163,0.15358625,0.0019857697,0.0044288067,0.00079755863,0.00047163523,0.05040261],"genre_scores_gemma":[0.9800961,0.000046981757,0.00004906716,0.018178655,0.00008320478,0.00003921258,0.000814164,0.0000105467225,0.0006820563],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.998754,0.00009892445,0.0004001901,0.00018765019,0.00019027408,0.00036891078],"domain_scores_gemma":[0.9991598,0.00000863447,0.00016584992,0.00010029566,0.000013014344,0.0005523954],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000083228406,0.00016439546,0.00022794741,0.00005756545,0.00040423943,0.00004076099,0.00008517135,0.00005312297,0.0003939932],"category_scores_gemma":[0.0000012195175,0.000137531,0.000030866253,0.000105321065,0.000012270532,0.0002630496,0.00003263309,0.00010724929,0.0008535984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001293988,0.00026208136,0.005445201,0.003894642,0.00012975179,0.0000071163695,0.2842859,0.0000011733906,0.000008142301,0.050193693,0.48974168,0.16473664],"study_design_scores_gemma":[0.013173427,0.011516077,0.0142279025,0.00064026203,0.000014715448,0.0000875912,0.5483154,0.00028444707,0.00042987164,0.000005035342,0.41051033,0.00079494476],"about_ca_topic_score_codex":0.00056906766,"about_ca_topic_score_gemma":0.000038175553,"teacher_disagreement_score":0.2640295,"about_ca_system_score_codex":0.00040214506,"about_ca_system_score_gemma":0.00004912745,"threshold_uncertainty_score":0.99992436},"labels":[],"label_agreement":null},{"id":"W3105871841","doi":"10.1177/2150132720972271","title":"Mental Health Literacy of Healthcare Providers in Arab Gulf Countries: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Journal of Primary Care & Community Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Literacy; Health literacy; Mental healthcare; Mental health; Family medicine; Primary care; Nursing; Psychiatry; Economic growth","score_opus":0.07761552128033576,"score_gpt":0.45700382274953805,"score_spread":0.37938830146920227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105871841","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016810342,0.9785695,0.000008031517,0.008823042,0.0010833134,0.010017808,0.0009792623,0.000028240322,0.0004740017],"genre_scores_gemma":[0.00018880132,0.9848498,0.00031264417,0.013121927,0.00014327922,0.0002158276,0.0010129614,0.000109164954,0.00004555917],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.974259,0.015075971,0.00825007,0.00041348365,0.0010562264,0.00094525854],"domain_scores_gemma":[0.983354,0.0012863885,0.012450612,0.0015539017,0.00047428894,0.00088083494],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0058093145,0.0008946628,0.011941383,0.00079490454,0.0005777402,0.00006649635,0.0018043183,0.00033281,0.00008440973],"category_scores_gemma":[0.00013770489,0.00069877587,0.0011743684,0.0011129226,0.00013016647,0.00044294723,0.00030931953,0.0041487836,0.00003938157],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00007085556,0.0003868808,0.000024320765,0.65133125,0.00021245575,0.000047434936,0.010787818,2.516882e-8,1.9283017e-9,0.000051724604,0.0030793857,0.33400786],"study_design_scores_gemma":[0.0009720346,0.0023403645,0.000038201902,0.6875099,0.00036075394,0.00051616033,0.0029061078,1.0325357e-7,1.2642182e-8,0.000011796094,0.305087,0.00025755906],"about_ca_topic_score_codex":0.012732583,"about_ca_topic_score_gemma":0.0021226883,"teacher_disagreement_score":0.3337503,"about_ca_system_score_codex":0.013471292,"about_ca_system_score_gemma":0.011213749,"threshold_uncertainty_score":0.99954635},"labels":[],"label_agreement":null},{"id":"W3106960783","doi":"10.15173/ijrr.v3i1.4079","title":"Examining the use of the recovery model with individuals found not criminally responsible on account of mental disorder","year":2020,"lang":"en","type":"article","venue":"International Journal of Risk and Recovery","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Mental illness; Mental health; Empowerment; Forensic nursing; Forensic psychiatry; Psychiatry; Psychology; Forensic science; Medicine","score_opus":0.10993301567039937,"score_gpt":0.34609375360080824,"score_spread":0.23616073793040887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106960783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99609387,0.0002554208,0.00036842443,0.0019599958,0.000683019,0.00014208979,0.00018146964,0.0000020064099,0.00031368583],"genre_scores_gemma":[0.9974319,0.0006043659,0.00050197414,0.0010219667,0.00011895037,0.000003104222,0.0000037750854,0.0000106680745,0.00030331715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987215,0.00014916134,0.00043761864,0.000117214986,0.00047528694,0.00009925547],"domain_scores_gemma":[0.9982835,0.0006313144,0.00080161873,0.000108025175,0.00013190055,0.000043660577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031358554,0.000105867424,0.00018819625,0.00009136427,0.00008561533,0.000044590088,0.00031194944,0.000046269717,0.000065451815],"category_scores_gemma":[0.00008045809,0.00005221326,0.00008915744,0.000076417615,0.00009060484,0.00027614651,0.00007455273,0.00022029626,0.0000019080185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.045779694,0.0015639479,0.5716573,0.000085361746,0.003220652,0.00007548728,0.022025775,0.024538111,0.0011600227,0.0031029438,0.012194486,0.31459624],"study_design_scores_gemma":[0.007924934,0.00515482,0.96441716,0.0011160326,0.0005201838,0.0002849874,0.0053662714,0.0024404577,0.0031032017,0.002270694,0.007043663,0.00035756844],"about_ca_topic_score_codex":0.00012977257,"about_ca_topic_score_gemma":0.000026982587,"teacher_disagreement_score":0.39275992,"about_ca_system_score_codex":0.000037861064,"about_ca_system_score_gemma":0.00007445444,"threshold_uncertainty_score":0.21291949},"labels":[],"label_agreement":null},{"id":"W3107028024","doi":"10.1186/s13033-020-00420-4","title":"Barriers and drivers to capacity-building in global mental health projects","year":2020,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Global mental health; Capacity building; Nonprobability sampling; Health administration; Global health; Qualitative research; Health services research; Portfolio; Medicine; Economic growth; Business; Psychology; Public health; Nursing; Environmental health; Sociology; Psychiatry; Economics; Finance; Population; Social science","score_opus":0.052941305197104875,"score_gpt":0.41245681654560046,"score_spread":0.3595155113484956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107028024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9364834,0.0019637388,0.00011245654,0.053408086,0.0061074323,0.0011489472,0.0002857275,0.000017845165,0.0004723679],"genre_scores_gemma":[0.9906831,0.00014964896,0.00044455298,0.008173097,0.00045692065,0.000017981067,0.00001607927,0.000014516735,0.00004412139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99716675,0.0003257242,0.0010837886,0.0002924957,0.00069195626,0.00043930038],"domain_scores_gemma":[0.9980934,0.000032238248,0.0006975968,0.00007457451,0.00007022781,0.0010319425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078111124,0.00019206508,0.00045246002,0.00020571314,0.00017454998,0.000071359136,0.00035932334,0.000057043628,0.00007166827],"category_scores_gemma":[0.00001934074,0.00017665939,0.00006737173,0.00022645351,0.00003935615,0.0002490435,0.00008625724,0.00022930712,0.000024980838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004323202,0.00072840566,0.7009356,0.00092527014,0.0007465962,0.00044204027,0.11134787,0.00011690416,0.00021163777,0.011643539,0.09402491,0.07455401],"study_design_scores_gemma":[0.07074705,0.026492318,0.3105396,0.015045353,0.00005846884,0.010035317,0.2714153,0.003048057,0.00029564195,0.0003997429,0.2893404,0.0025827622],"about_ca_topic_score_codex":0.0029084343,"about_ca_topic_score_gemma":0.0001631395,"teacher_disagreement_score":0.39039603,"about_ca_system_score_codex":0.0020572622,"about_ca_system_score_gemma":0.000242122,"threshold_uncertainty_score":0.7203961},"labels":[],"label_agreement":null},{"id":"W3107672632","doi":"10.2147/jmdh.s271070","title":"&lt;p&gt;The APEC Digital Hub-WONCA Collaborative Framework on Integration of Mental Health into Primary Care in the Asia Pacific&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Pfizer","keywords":"Mental health; Prosperity; Asia pacific; Mental healthcare; Health care; Primary care; Mental health care; Process (computing); Business; Medicine; Key (lock); Nursing; Public relations; Economic growth; Political science; Family medicine; Computer science; Psychiatry; Economics; International trade","score_opus":0.03267100640236091,"score_gpt":0.3794673902397884,"score_spread":0.3467963838374275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107672632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8024839,0.016184153,0.000092076756,0.17422041,0.0014323071,0.002478902,0.00045136927,0.000026715183,0.0026301297],"genre_scores_gemma":[0.9959395,0.00064283353,0.00073376036,0.0017915667,0.0005272006,0.000063123414,0.00020893058,0.00004093679,0.000052131018],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99545205,0.0010973623,0.0016006143,0.00041895977,0.00090162153,0.0005294021],"domain_scores_gemma":[0.99677324,0.0006581873,0.0014816228,0.00043011512,0.00033770603,0.00031911346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008236892,0.00038574057,0.00077205844,0.00021093983,0.0006869454,0.000076793025,0.00069577614,0.0002434083,0.00005812601],"category_scores_gemma":[0.00009094182,0.00022844716,0.00022638452,0.0009812067,0.00018690011,0.00040084522,0.0001271605,0.0011812313,0.000031838863],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010748069,0.0020660318,0.024584994,0.0014827917,0.0001964038,0.0002989229,0.6822386,0.000046401918,0.0003214067,0.009050785,0.011477678,0.25748792],"study_design_scores_gemma":[0.007515683,0.031789333,0.2839208,0.005601611,0.00008202695,0.00024205635,0.6517024,0.00020699826,0.00028436212,0.0026887157,0.015137907,0.00082809123],"about_ca_topic_score_codex":0.00005819689,"about_ca_topic_score_gemma":0.00033105508,"teacher_disagreement_score":0.2593358,"about_ca_system_score_codex":0.0009431976,"about_ca_system_score_gemma":0.000580584,"threshold_uncertainty_score":0.9315804},"labels":[],"label_agreement":null},{"id":"W3108248096","doi":"10.1016/s2215-0366(20)30469-7","title":"Accounting for mental health research funding: developing a quantitative baseline of global investments","year":2020,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Society for Mental Health Research; European Commission; Mental Health Research Canada; Wellcome Trust","keywords":"Bespoke; Mental health; Baseline (sea); Scope (computer science); Tracking (education); Global mental health; Business; Quality (philosophy); Public relations; Political science; Medicine; Computer science; Psychology","score_opus":0.5042790332005624,"score_gpt":0.5901946822664008,"score_spread":0.08591564906583837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108248096","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007632965,0.97520787,0.00016470905,0.013543802,0.0034415193,0.0042614182,0.0013461796,0.000055867302,0.0019022967],"genre_scores_gemma":[0.000051951636,0.98181874,0.012492701,0.0021307843,0.0017857339,0.00080430374,0.0006589041,0.00007324386,0.00018362669],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99529666,0.0013326941,0.0011636036,0.0006624271,0.0004583831,0.0010862326],"domain_scores_gemma":[0.9974891,0.00066719216,0.0010313286,0.00056114787,0.000084912535,0.00016633037],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035937778,0.0004298585,0.0020394374,0.00011309526,0.00068457855,0.000052062296,0.0009960099,0.00020033227,0.00008294935],"category_scores_gemma":[0.00008679287,0.00028793406,0.00032968217,0.001071844,0.0001530479,0.00007773754,0.00021976321,0.0005847115,0.00017335174],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003012618,0.00022370821,0.0008437842,0.026739953,0.00070033857,0.000001747263,0.00087327627,3.266543e-8,1.9242945e-8,0.20391189,0.12727626,0.63912773],"study_design_scores_gemma":[0.0012274175,0.00036320923,0.0001848556,0.010786381,0.00013295094,0.000015432228,0.0010498919,0.000005515221,6.364978e-8,0.0037770253,0.98221517,0.0002420816],"about_ca_topic_score_codex":0.0002020036,"about_ca_topic_score_gemma":0.00014168196,"teacher_disagreement_score":0.8549389,"about_ca_system_score_codex":0.000666277,"about_ca_system_score_gemma":0.0010602385,"threshold_uncertainty_score":0.99995726},"labels":[],"label_agreement":null},{"id":"W3108856869","doi":"10.1177/0091217420977994","title":"Primary care and suicidality among psychiatric outpatients: The patient-doctor relationship matters","year":2020,"lang":"en","type":"article","venue":"The International Journal of Psychiatry in Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Psychiatry; Mental health; Borderline personality disorder; Clinical psychology; Medicine; Suicidal ideation; Personality; Population; Distress; Psychology; Suicide prevention; Poison control; Medical emergency","score_opus":0.03174510247492046,"score_gpt":0.34952204144905247,"score_spread":0.317776938974132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108856869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84050274,0.0048454558,0.000031277075,0.14605074,0.005265002,0.0002815273,0.000010964263,0.000007237662,0.003005054],"genre_scores_gemma":[0.9797953,0.000088023946,0.00021838203,0.018581906,0.0012328748,0.000010815383,0.000017353123,0.000012486385,0.000042883257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980895,0.0002247927,0.00078074925,0.00015571082,0.00058931543,0.00015992875],"domain_scores_gemma":[0.9987252,0.0002750539,0.00059782807,0.00015722688,0.00013374453,0.00011096035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039688236,0.00014057703,0.00021382081,0.00013109733,0.00013437371,0.000023084023,0.0005933161,0.000051519786,0.00027147285],"category_scores_gemma":[0.00005386077,0.00007264891,0.00006774261,0.00021863364,0.00018123919,0.00014153116,0.000059090733,0.0004742027,0.000016852991],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006466826,0.00011375205,0.95114285,0.000054309752,0.00011187393,0.000017138902,0.014246803,0.000009800998,0.0000028666434,0.0018648368,0.01967255,0.012116531],"study_design_scores_gemma":[0.0031059035,0.0009513574,0.9773255,0.00024282407,0.00008807756,0.00006188806,0.014282732,0.0000106628395,0.000001896253,0.0017783078,0.002060728,0.00009014882],"about_ca_topic_score_codex":0.00027853285,"about_ca_topic_score_gemma":0.00012373949,"teacher_disagreement_score":0.13929254,"about_ca_system_score_codex":0.000105073035,"about_ca_system_score_gemma":0.00004025906,"threshold_uncertainty_score":0.2972437},"labels":[],"label_agreement":null},{"id":"W3109871413","doi":"10.1503/cmaj.201750","title":"Confinement and certificates: consensus, stigma and disability rights","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental health; Psychiatry; Distress; Mental distress; Psychology; Medicine; Clinical psychology","score_opus":0.032269541952437676,"score_gpt":0.31830376002135874,"score_spread":0.28603421806892104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109871413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.823591,0.0004875321,0.000005617595,0.17189972,0.00045347156,0.00016124954,0.000038463408,0.000011406244,0.0033515764],"genre_scores_gemma":[0.9892409,0.000031216277,0.000026960308,0.009930421,0.00053616316,0.000006497954,0.0000075533517,0.000004849337,0.00021545497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871486,0.00017174988,0.00030121143,0.00017104705,0.0003443831,0.00029673782],"domain_scores_gemma":[0.9975077,0.00018347884,0.00011339169,0.000047271915,0.000052086758,0.0020961082],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048814394,0.00008593035,0.00015328193,0.000022823171,0.0003758563,0.000058631264,0.00006891374,0.00015989582,0.010119971],"category_scores_gemma":[0.00019679918,0.000070028764,0.000021531188,0.00006545591,0.00009938154,0.00002841436,0.000010086578,0.0003408465,0.000087332846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045723886,0.00007565603,0.5898041,0.000029657194,0.00016024911,0.0003692277,0.0023543828,6.7126805e-8,0.000003865853,0.0018507971,0.23848815,0.16681813],"study_design_scores_gemma":[0.0022691756,0.00015509447,0.5325889,0.000032281656,0.000039488776,0.00015279776,0.0012631153,0.0001483783,0.0000083577615,0.000555373,0.46261775,0.00016927249],"about_ca_topic_score_codex":0.007163941,"about_ca_topic_score_gemma":0.018701836,"teacher_disagreement_score":0.22412959,"about_ca_system_score_codex":0.0002295599,"about_ca_system_score_gemma":0.00014235624,"threshold_uncertainty_score":0.99944746},"labels":[],"label_agreement":null},{"id":"W3110359305","doi":"10.5195/jcycw.2015.84","title":"Youth Workers in Mental Health Care","year":2020,"lang":"en","type":"article","venue":"Journal of Child and Youth Care Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Mental health; Health care; Mental health care; Work (physics); Position (finance); Mental health literacy; Psychology; Literacy; Nursing; Medicine; Psychiatry; Political science; Mental illness; Pedagogy; Business","score_opus":0.023095425557444663,"score_gpt":0.3202936632051209,"score_spread":0.2971982376476763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110359305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.926371,0.053110283,0.0000030032033,0.010132742,0.0010828782,0.00028960244,0.000095090356,0.000013049928,0.008902384],"genre_scores_gemma":[0.99425775,0.00022406247,0.00005089584,0.004877933,0.0004988253,0.0000011421217,0.000053386433,0.000016064974,0.00001992022],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988004,0.00009871428,0.00045964884,0.00017268381,0.00019089991,0.0002776403],"domain_scores_gemma":[0.9992718,0.0000124673015,0.00028661807,0.00008330045,0.000032252054,0.00031353816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000096806085,0.00014924267,0.00033640434,0.00008901468,0.00015821223,0.000029492854,0.00013178792,0.00006875781,0.00008470576],"category_scores_gemma":[0.000004809696,0.000117288975,0.00009419031,0.0002406966,0.000030676314,0.000081799306,0.00003115325,0.0003521483,0.000009852909],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096563867,0.000068925656,0.2474594,0.00006877343,0.000053146417,0.000033162676,0.698165,0.0000034947498,1.2900956e-7,0.000029060886,0.0020458025,0.05110749],"study_design_scores_gemma":[0.0045040273,0.00101079,0.13890082,0.0009418008,0.00004840203,0.000025864316,0.85039335,1.8301694e-7,0.000007199458,0.0000042538804,0.0039678514,0.00019544395],"about_ca_topic_score_codex":0.00014677251,"about_ca_topic_score_gemma":0.00004255378,"teacher_disagreement_score":0.15222839,"about_ca_system_score_codex":0.00011580088,"about_ca_system_score_gemma":0.00004205729,"threshold_uncertainty_score":0.47829056},"labels":[],"label_agreement":null},{"id":"W3110791851","doi":"10.1192/bji.2020.54","title":"Pattern of psychiatric in-patient admissions in Al Ain, United Arab Emirates","year":2020,"lang":"en","type":"review","venue":"BJPsych International","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"United Arab Emirates University","keywords":"Mental health; Government (linguistics); Psychiatry; Unit (ring theory); Medicine; Psychiatric hospital; Perspective (graphical); Retrospective cohort study; Population; Family medicine; Psychology; Environmental health","score_opus":0.08209786566590131,"score_gpt":0.45452260168512587,"score_spread":0.37242473601922454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110791851","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019470311,0.9791357,0.000012433913,0.0010952514,0.0040805005,0.0014945895,0.00041926533,0.00002933133,0.011785934],"genre_scores_gemma":[0.0060960003,0.98970014,0.000109492605,0.0010769754,0.00024179232,0.00059769285,0.0015371443,0.00005939388,0.00058136537],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971983,0.000243622,0.0013539842,0.0005546413,0.0003406753,0.00030879187],"domain_scores_gemma":[0.9986847,0.0001766498,0.0006301178,0.0002788235,0.000052468156,0.00017722812],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013628817,0.00036811366,0.0008974506,0.0012779556,0.000029798603,0.000018035407,0.00058326643,0.00024407353,0.004112451],"category_scores_gemma":[0.00003580647,0.00031263923,0.00025090761,0.0009796725,0.000025671929,0.000062447376,0.00009662314,0.0005089929,0.00034290785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056300345,0.00094667956,0.003427832,0.000971211,0.00012973642,0.00011302643,0.00030319794,6.8035234e-7,5.830705e-8,0.0005366889,0.009712675,0.9838019],"study_design_scores_gemma":[0.0009881107,0.00015892886,0.0010449203,0.0037932943,0.000047947156,0.00003164641,0.000090865506,0.000025476495,2.6072394e-7,0.000086114305,0.99349546,0.0002369555],"about_ca_topic_score_codex":0.00053803076,"about_ca_topic_score_gemma":0.0001171223,"teacher_disagreement_score":0.9837828,"about_ca_system_score_codex":0.00024043178,"about_ca_system_score_gemma":0.00014038057,"threshold_uncertainty_score":0.9999326},"labels":[],"label_agreement":null},{"id":"W3110808834","doi":"10.1016/j.psychres.2020.113651","title":"The V-5 provides quick, accurate and cross-culturally valid measures of psychiatric symptoms","year":2020,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Psychology; Acculturation; Clinical psychology; Reliability (semiconductor); Construct validity; Psychiatry; Psychometrics; Immigration","score_opus":0.16244414638870197,"score_gpt":0.48179120040408435,"score_spread":0.3193470540153824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110808834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94195366,0.01546337,0.000008429791,0.027159559,0.0011627353,0.0012089619,0.000027656704,0.00006114886,0.012954505],"genre_scores_gemma":[0.99654615,0.00048665545,0.00018149798,0.0003988995,0.0005888811,0.00019216594,0.000008716778,0.000031181786,0.0015658285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99679357,0.00057894806,0.0005516489,0.0005499637,0.0007569659,0.00076891406],"domain_scores_gemma":[0.9983757,0.00040831638,0.00016735111,0.00044046994,0.00028151862,0.0003266348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001316025,0.00020881226,0.00025827152,0.00010323477,0.0011065819,0.00024432622,0.00068040594,0.0001329066,0.0002325042],"category_scores_gemma":[0.00011797258,0.00012742798,0.000097934964,0.00080670736,0.00054177846,0.00019397322,0.0001682568,0.0005485982,0.00022752974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019444386,0.00038816532,0.883455,0.00050429674,0.00025046003,0.000006093939,0.0025382761,0.0000019971867,0.00020320881,0.025811896,0.034071427,0.050824784],"study_design_scores_gemma":[0.0051348135,0.0033447589,0.9286839,0.000108099004,0.00008056548,0.000033155025,0.0052013523,0.00012542303,0.00017227698,0.009937861,0.046635658,0.0005421581],"about_ca_topic_score_codex":0.00034269382,"about_ca_topic_score_gemma":0.0001521226,"teacher_disagreement_score":0.05459254,"about_ca_system_score_codex":0.000030323967,"about_ca_system_score_gemma":0.00012771023,"threshold_uncertainty_score":0.85110456},"labels":[],"label_agreement":null},{"id":"W3110847411","doi":"10.1192/bji.2020.56","title":"Psychiatry in the federal correctional system in Canada","year":2020,"lang":"en","type":"review","venue":"BJPsych International","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Providence Health Care; London Health Sciences Centre; Victoria Hospital; Queen's University; Government of Canada","funders":"","keywords":"Seclusion; Mental healthcare; Legislature; Mental health; Health care; Psychiatry; Mental health care; Medicine; Nursing; Psychology; Political science; Law","score_opus":0.06016595585260557,"score_gpt":0.4104580943529949,"score_spread":0.3502921385003893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110847411","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013221921,0.9098384,0.0000043872274,0.0010277865,0.028416524,0.0012047493,0.00021787074,0.000019207637,0.059138898],"genre_scores_gemma":[0.017939491,0.9691668,0.00008532255,0.002336393,0.003615142,0.0029002798,0.0014131546,0.00009135863,0.0024520308],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976882,0.00029622723,0.0008047128,0.00045177928,0.00046441346,0.00029467145],"domain_scores_gemma":[0.999235,0.00018140546,0.00029233485,0.0002072622,0.000018983132,0.000065061],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020678465,0.00029909212,0.00062197144,0.00018930701,0.000071331284,0.000051125146,0.0007834526,0.00013739071,0.0010730086],"category_scores_gemma":[0.0000069199173,0.00021319465,0.00015536163,0.0003264633,0.000014695799,0.00004931314,0.000039438888,0.00059053866,0.0003205673],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050836665,0.0002219737,0.008326553,0.0016779529,0.00015776248,0.0003088054,0.00018347742,9.635851e-7,7.1617545e-10,0.013725511,0.067259826,0.90808636],"study_design_scores_gemma":[0.0005517079,0.000021557165,0.0035734593,0.0029676708,0.000024244435,0.00028783345,0.0008723141,0.000020181566,2.2511626e-9,0.000027377042,0.99147415,0.00017947303],"about_ca_topic_score_codex":0.5687282,"about_ca_topic_score_gemma":0.8344243,"teacher_disagreement_score":0.92421436,"about_ca_system_score_codex":0.0020987326,"about_ca_system_score_gemma":0.0012262547,"threshold_uncertainty_score":0.99984014},"labels":[],"label_agreement":null},{"id":"W3111087625","doi":"10.1515/mill-2020-0007","title":"„Meine Seele ist vom Sturm getrieben …“","year":2020,"lang":"en","type":"article","venue":"Millennium","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Papyrus; Scholarship; History; Literature; Antique; Quarter (Canadian coin); Mythology; Vocabulary; Psychology; Classics; Art; Philosophy; Law; Linguistics; Ancient history; Political science","score_opus":0.05299371417175713,"score_gpt":0.3504220667645081,"score_spread":0.29742835259275097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111087625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78327745,0.010389372,0.00014918153,0.017942004,0.0020408842,0.0008577302,0.000117864016,0.00030638478,0.18491913],"genre_scores_gemma":[0.98501223,0.00008130768,0.000106834326,0.0051656747,0.0006824399,0.00004840606,0.000089564055,0.000028398801,0.008785122],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886584,0.00005343109,0.00022774958,0.00034545307,0.00014343354,0.0003640903],"domain_scores_gemma":[0.9994058,0.000041782514,0.000061938576,0.00023900699,0.000021440694,0.00023004341],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000064601445,0.00015951239,0.00020647974,0.000037203845,0.0001423064,0.0000216438,0.00021339917,0.00009169733,0.007991798],"category_scores_gemma":[0.000008310866,0.00013670813,0.0000626854,0.00020686584,0.000036194564,0.000061315455,0.00006593969,0.00015184628,0.0041933963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007988909,0.00071067084,0.027850354,0.00018540194,0.00022035201,0.00032911627,0.0074535613,0.0000023503171,0.00077430287,0.003866477,0.8682294,0.08957915],"study_design_scores_gemma":[0.0034149778,0.00080932357,0.044945516,0.00001795832,0.00005221208,0.000011045196,0.0012881412,0.00007868518,0.0016983176,0.00007809869,0.94722277,0.00038296814],"about_ca_topic_score_codex":0.00033051873,"about_ca_topic_score_gemma":0.000032677595,"teacher_disagreement_score":0.20173481,"about_ca_system_score_codex":0.000038094542,"about_ca_system_score_gemma":0.000008969132,"threshold_uncertainty_score":0.996582},"labels":[],"label_agreement":null},{"id":"W3112426453","doi":"10.21203/rs.3.rs-124268/v1","title":"Evaluating Mental Health First Aid: an Evidence Synthesis Review of Published Empirical Studies.","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Mental health; Empirical evidence; Psychology; Data science; Computer science; Psychiatry; Epistemology; Philosophy","score_opus":0.6412161338103144,"score_gpt":0.6759416052155636,"score_spread":0.034725471405249175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112426453","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0707453,0.7297011,0.000007444717,0.1845496,0.0013863967,0.01080042,0.0005686702,0.00016916801,0.0020718954],"genre_scores_gemma":[0.6447269,0.3407756,0.0016343441,0.0037340617,0.0010273999,0.0064645563,0.00079686585,0.00016219141,0.00067808],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9871778,0.005844548,0.0014982182,0.0016554428,0.0026699356,0.001154056],"domain_scores_gemma":[0.9928551,0.003194057,0.00068359764,0.0016616454,0.0008883328,0.0007172748],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012765799,0.00044275695,0.0015446041,0.0003571288,0.0007252606,0.00011572594,0.0013645841,0.0002775952,0.0046980325],"category_scores_gemma":[0.006222974,0.0003676011,0.00029388,0.0009245595,0.0003047002,0.00031806587,0.002104069,0.0018116772,0.00027882855],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008844178,0.0018816205,0.017408833,0.3401859,0.0008164486,0.00009745569,0.014571329,0.000003433756,0.000007066559,0.00028155762,0.40924457,0.21461739],"study_design_scores_gemma":[0.0034651167,0.013788073,0.06159424,0.8619284,0.00046144257,0.000043617925,0.021719089,0.0009057488,0.00025889606,0.0032737833,0.030475447,0.0020861153],"about_ca_topic_score_codex":0.0018116004,"about_ca_topic_score_gemma":0.00021931852,"teacher_disagreement_score":0.5739816,"about_ca_system_score_codex":0.0013689138,"about_ca_system_score_gemma":0.00093562185,"threshold_uncertainty_score":0.9998776},"labels":[],"label_agreement":null},{"id":"W3112933892","doi":"10.1891/ehpp-d-20-00005","title":"A Fallacy of the World Health Organization's Mental Health Gap Action Programme and Intervention Guide: Counseling and Psychotherapy Are Also (Western) Indigenous/Traditional Healing Methods","year":2020,"lang":"en","type":"article","venue":"Ethical Human Psychology and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fallacy; Indigenous; Psychotherapist; Intervention (counseling); Action (physics); Psychology; Mental health; Psychiatry; Epistemology","score_opus":0.14353750720553587,"score_gpt":0.5001748625721284,"score_spread":0.3566373553665925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112933892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69564724,0.014176301,0.003289461,0.28292328,0.0020995822,0.0015116133,0.000062751395,0.0001012277,0.00018857587],"genre_scores_gemma":[0.89323854,0.0029884314,0.007684551,0.0946938,0.0006467157,0.00009089935,0.00019706461,0.00008181402,0.0003782025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965337,0.0012887595,0.00085968315,0.00067489897,0.00020386232,0.0004391053],"domain_scores_gemma":[0.99852484,0.00014495423,0.0007050119,0.00024288998,0.000053863278,0.00032841339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013251656,0.0002727845,0.00047394892,0.00012452628,0.0010588975,0.000052441308,0.00017969351,0.000330483,0.00027855134],"category_scores_gemma":[0.000011014766,0.00022689199,0.00007506935,0.00045215714,0.000362615,0.00009300975,0.000026353306,0.0009778304,0.0000044395906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001425898,0.0023540347,0.5982118,0.0019020075,0.0005741994,0.0000029381583,0.056719683,0.0000010668592,0.00013176799,0.051151533,0.034642354,0.2528827],"study_design_scores_gemma":[0.009523739,0.002871226,0.9293301,0.0009278592,0.00006338073,0.00017880595,0.0032575019,0.000009814319,0.000019965488,0.031775493,0.021491637,0.0005504502],"about_ca_topic_score_codex":0.0001405428,"about_ca_topic_score_gemma":0.00078913925,"teacher_disagreement_score":0.33111832,"about_ca_system_score_codex":0.00003981376,"about_ca_system_score_gemma":0.00006094492,"threshold_uncertainty_score":0.9252387},"labels":[],"label_agreement":null},{"id":"W3113571593","doi":"10.1111/jpm.12725","title":"Law enforcement and public mental health","year":2020,"lang":"en","type":"editorial","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Enforcement; Law enforcement; Public health; Psychology; Mental model; Political science; Criminology; Medicine; Law; Psychiatry; Cognitive science; Nursing","score_opus":0.025084826452338862,"score_gpt":0.39870450058647505,"score_spread":0.3736196741341362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113571593","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013844265,0.12310831,0.000040436775,0.046012357,0.8213886,0.0014999433,0.00041780501,0.00003794071,0.0061101904],"genre_scores_gemma":[0.08341069,0.050587866,0.0038383298,0.012283912,0.84668577,0.000046149715,0.0014275699,0.00028435164,0.0014353433],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946573,0.00043905777,0.0020440675,0.0006330105,0.0011146558,0.0011119351],"domain_scores_gemma":[0.9950763,0.00014496,0.0027470689,0.00022566947,0.00008981363,0.0017162123],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010812547,0.00060353166,0.0013596083,0.0004377889,0.0014061193,0.0001679412,0.00030529813,0.00042358623,0.00021743946],"category_scores_gemma":[0.0000120151435,0.0005272351,0.00021001899,0.0003180721,0.00022595169,0.00034134125,0.00007533477,0.0014023865,0.000016174392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068336085,0.00067530293,0.00020482411,0.00079120643,0.0001481132,0.00000971076,0.0046551083,2.4034396e-8,3.7104894e-7,0.004118367,0.8617489,0.1269647],"study_design_scores_gemma":[0.0060899826,0.0059733423,0.00015313395,0.0012339264,0.000068357534,0.00024505914,0.005700579,0.000005233521,5.1288555e-7,0.00039935074,0.9797708,0.00035973862],"about_ca_topic_score_codex":0.0011116625,"about_ca_topic_score_gemma":0.00011095154,"teacher_disagreement_score":0.12660497,"about_ca_system_score_codex":0.0014331043,"about_ca_system_score_gemma":0.00086316926,"threshold_uncertainty_score":0.9998939},"labels":[],"label_agreement":null},{"id":"W3113611185","doi":"10.1093/geroni/igaa057.3247","title":"Interventions to Reduce Stigma of Dementia: First Insights From a Rural Community-Based Participatory Study","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Alberta; University of Regina","funders":"","keywords":"Dementia; Stigma (botany); Psychological intervention; Thematic analysis; Citizen journalism; Focus group; Psychology; Rural area; Participatory action research; Gerontology; Qualitative research; Medicine; Psychiatry; Sociology; Political science; Disease","score_opus":0.22285628149998624,"score_gpt":0.45078486609040075,"score_spread":0.2279285845904145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113611185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961254,0.00007642002,0.0007081493,0.0018066933,0.00026836531,0.0006066502,0.000013745724,0.000036799167,0.00035775048],"genre_scores_gemma":[0.99806625,2.0934935e-7,0.00016520111,0.0013928092,0.00004017,0.00021947775,0.000094453135,0.000010282644,0.00001112496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864596,0.00028914542,0.000675343,0.00013283936,0.00012070978,0.00013600769],"domain_scores_gemma":[0.9993627,0.00013108399,0.00018633188,0.00020871255,0.00006896876,0.000042199335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002387972,0.00009179924,0.00016088036,0.00025015528,0.00017697163,0.000016660179,0.00017533675,0.000029684661,0.00030653778],"category_scores_gemma":[0.00004260217,0.00009467349,0.000025851858,0.0011777441,0.000022358385,0.00009129425,0.00006640239,0.00019941006,0.00004586449],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023284159,0.0027963289,0.9052836,0.00031599,0.000110103174,0.000015278272,0.08237695,0.00016384484,0.0009757305,0.0019319531,0.00096167246,0.0048357295],"study_design_scores_gemma":[0.004342318,0.0005456377,0.95528424,0.00056657597,0.000053587,1.1964582e-7,0.03586957,0.00012102016,0.0024626164,0.00035114537,0.00023691516,0.00016627787],"about_ca_topic_score_codex":0.0021841812,"about_ca_topic_score_gemma":0.00073481316,"teacher_disagreement_score":0.05000064,"about_ca_system_score_codex":0.000048728445,"about_ca_system_score_gemma":0.000013324481,"threshold_uncertainty_score":0.38606727},"labels":[],"label_agreement":null},{"id":"W3113812764","doi":"10.1177/0020764020985891","title":"Health care providers and people with mental illness: An integrative review on anti-stigma interventions","year":2020,"lang":"en","type":"review","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Psychological intervention; Stigma (botany); Mental illness; Mental health; Psychiatry; Psychology; Social stigma; Mental health care; Medicine; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.04741384291004966,"score_gpt":0.4715011941954743,"score_spread":0.42408735128542463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113812764","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001530235,0.98173445,0.00001908944,0.010656995,0.005051506,0.0011900128,0.00038857642,0.000019493546,0.0007868524],"genre_scores_gemma":[0.0012548204,0.9944347,0.00025066876,0.0019323325,0.0014985489,0.0000781188,0.0004032249,0.00005779953,0.00008979985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969972,0.00048666776,0.0012999536,0.00038994115,0.00058219116,0.0002440651],"domain_scores_gemma":[0.99702483,0.000059097485,0.0023155925,0.00012537958,0.00023003077,0.00024506167],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002430088,0.00044959266,0.0017254214,0.00028548326,0.0003104358,0.000096972355,0.00059619074,0.0001521754,0.0003398792],"category_scores_gemma":[0.000014246631,0.00030346142,0.00069416326,0.00023633227,0.000095819836,0.0002779595,0.00006028653,0.0007873579,0.000032157768],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015825822,0.0005193021,0.00014616826,0.014215075,0.0012943096,0.000042567106,0.0061516804,2.021985e-8,3.7815764e-9,0.0022586917,0.018658396,0.95655555],"study_design_scores_gemma":[0.0017449813,0.0024958164,0.0006548489,0.15644331,0.0009399426,0.0006121997,0.011934745,1.4959372e-7,3.9824112e-8,0.000101726975,0.82461774,0.0004544876],"about_ca_topic_score_codex":0.00010211571,"about_ca_topic_score_gemma":0.0003417871,"teacher_disagreement_score":0.95610106,"about_ca_system_score_codex":0.0005089796,"about_ca_system_score_gemma":0.000592417,"threshold_uncertainty_score":0.99994177},"labels":[],"label_agreement":null},{"id":"W3116365240","doi":"10.1016/j.jad.2020.12.178","title":"Is anxiety/depression increasing among 5-25 year-olds? A cross-sectional prevalence study in Ontario, Canada, 1997-2017","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Queen's University","funders":"","keywords":"Anxiety; Cross-sectional study; Depression (economics); Demography; Mental health; Population; Medicine; Psychiatry; Public health; Psychology; Environmental health","score_opus":0.026210305235270993,"score_gpt":0.34900236150686315,"score_spread":0.32279205627159213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116365240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99541193,0.0002849251,0.000011947104,0.00014712245,0.00063762127,0.0006320157,0.000016389495,0.000007227298,0.0028508469],"genre_scores_gemma":[0.99927765,0.000019251187,0.00001938121,0.0002682029,0.000099510544,0.000021890368,0.0000036216209,0.00001639924,0.00027410837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998204,0.00031123395,0.00044964216,0.00031107545,0.0004349477,0.0002890978],"domain_scores_gemma":[0.9990123,0.00016695772,0.00042008795,0.00012821496,0.00007941184,0.00019304718],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004287252,0.0001832834,0.00028313714,0.00010395828,0.0001790058,0.000049519476,0.00024011583,0.00008286003,0.0012169993],"category_scores_gemma":[0.00007243687,0.00015903363,0.00009480303,0.00021187933,0.000053747703,0.00033064626,0.00005573087,0.00055566494,0.000009214116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092180126,0.00055759517,0.9887593,0.00003240185,0.00010613173,0.00006628504,0.0057940213,0.00002511317,0.0000132230325,0.0000030929282,0.0018339328,0.001887095],"study_design_scores_gemma":[0.0034253937,0.0006580887,0.9933558,0.00006981946,0.000029492532,0.000018733315,0.0019926224,0.000014389748,0.000020034091,0.000038548253,0.00024019781,0.00013689435],"about_ca_topic_score_codex":0.893728,"about_ca_topic_score_gemma":0.9591336,"teacher_disagreement_score":0.065405644,"about_ca_system_score_codex":0.0006478006,"about_ca_system_score_gemma":0.0002989944,"threshold_uncertainty_score":0.999696},"labels":[],"label_agreement":null},{"id":"W3116594880","doi":"10.1093/geroni/igaa057.3236","title":"A Community-Based Workshop on Addressing Dementia-Related Stigma: First Insights From a Rural Community","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Saskatchewan; University of Regina","funders":"","keywords":"Dementia; Stigma (botany); Focus group; Thematic analysis; Psychological intervention; Psychology; Social stigma; Psychiatry; Qualitative research; Clinical psychology; Gerontology; Medicine; Disease; Family medicine; Sociology","score_opus":0.14852290519878314,"score_gpt":0.3913642998944125,"score_spread":0.24284139469562938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116594880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897118,0.0001485171,0.0003248957,0.004674151,0.00036493174,0.00034892562,0.000011274219,0.00014150367,0.0042739627],"genre_scores_gemma":[0.99118555,0.0000014401769,0.00015685652,0.007645804,0.000056710196,0.000070622875,0.0008352737,0.000023800003,0.00002391791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979273,0.0008734528,0.00063749676,0.00015049026,0.00017028366,0.00024099769],"domain_scores_gemma":[0.99868804,0.0005747309,0.00027140806,0.00035362437,0.00005965906,0.00005253659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034033062,0.0001823894,0.00021528207,0.00029319563,0.0010276391,0.00007313913,0.00030386698,0.00011924086,0.00029942745],"category_scores_gemma":[0.00006777796,0.00018277121,0.000027049462,0.0016568316,0.000060773473,0.00016976063,0.00008631976,0.0013520652,0.00008587583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014959692,0.004797891,0.62187153,0.0005841302,0.0005731849,0.00015008019,0.2361607,0.0020431217,0.0024465371,0.016704282,0.006055067,0.1071175],"study_design_scores_gemma":[0.018414592,0.00046771616,0.90224165,0.0045484817,0.0001014505,0.0000021675917,0.053581886,0.006648734,0.00281909,0.005613489,0.004468705,0.0010920361],"about_ca_topic_score_codex":0.002970322,"about_ca_topic_score_gemma":0.0005281719,"teacher_disagreement_score":0.28037012,"about_ca_system_score_codex":0.00012130596,"about_ca_system_score_gemma":0.000019181745,"threshold_uncertainty_score":0.79038733},"labels":[],"label_agreement":null},{"id":"W3117005135","doi":"10.1002/ajim.23217","title":"A cluster RCT to improve workplace mental health in a policing context: Findings of a mixed‐methods implementation evaluation","year":2020,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"National Health and Medical Research Council; Medical Research Council; WorkSafe Victoria; Institute for Safety, Compensation and Recovery Research","keywords":"Mental health; Psychological intervention; Mental health literacy; Medicine; Coaching; Context (archaeology); Nursing; Qualitative research; Intervention (counseling); Medical education; Applied psychology; Psychology; Mental illness; Psychiatry","score_opus":0.10912183951236393,"score_gpt":0.512712986078044,"score_spread":0.4035911465656801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117005135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91133046,0.0002173799,0.0006555872,0.085123345,0.0013208853,0.0012339236,0.000016691118,0.0000046588275,0.00009708664],"genre_scores_gemma":[0.99087006,0.00001804864,0.0012545633,0.006920314,0.0008722108,0.000020631122,0.000015774973,0.000016507098,0.000011864988],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9964738,0.0011686644,0.001376154,0.00020926588,0.00043869374,0.00033342527],"domain_scores_gemma":[0.99774814,0.00036459736,0.0012893252,0.00010649622,0.00011465132,0.0003767882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034815057,0.00016595631,0.00076240685,0.00036866896,0.0000567531,0.000007074802,0.0001793953,0.00005166939,0.0006455358],"category_scores_gemma":[0.00033664465,0.00012995226,0.00006514147,0.00090109016,0.00010661133,0.000109482775,0.00003630583,0.00035907564,0.0000061246064],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024371194,0.00008138769,0.013115992,0.000007703638,0.000075035096,0.0000033434962,0.019953888,0.00000475783,0.00065850886,0.000027923517,0.012623668,0.95101064],"study_design_scores_gemma":[0.17680328,0.16309398,0.11993799,0.0076708533,0.0008125795,0.0003125007,0.5102449,0.00060372276,0.009606943,0.00019235926,0.009472927,0.0012479943],"about_ca_topic_score_codex":0.0059857257,"about_ca_topic_score_gemma":0.00022346899,"teacher_disagreement_score":0.9497627,"about_ca_system_score_codex":0.000443884,"about_ca_system_score_gemma":0.0001929189,"threshold_uncertainty_score":0.9048667},"labels":[],"label_agreement":null},{"id":"W3118281384","doi":"10.1016/j.psychres.2021.113724","title":"Stigma towards individuals with schizophrenia: Examining the effects of negative symptoms and diagnosis awareness on preference for social distance","year":2021,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Schizophrenia (object-oriented programming); Preference; Social distance; Social exclusion; Stigma (botany); Social stigma; Clinical psychology; Diagnosis of schizophrenia; Social function; Psychiatry; Psychosis; Medicine; Disease","score_opus":0.12794379588807164,"score_gpt":0.4393397944568105,"score_spread":0.31139599856873884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118281384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920223,0.0026105249,0.000058310165,0.0019847765,0.0005243587,0.0013222806,0.000121477395,0.000017231176,0.001338786],"genre_scores_gemma":[0.99644715,0.000121370205,0.00038109228,0.0000926564,0.00023703415,0.0022466346,0.000024551295,0.00002474896,0.00042476677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997715,0.000581918,0.00021858941,0.0004901588,0.0005068806,0.00048747033],"domain_scores_gemma":[0.99700505,0.0023122348,0.000105397536,0.00030456536,0.00018169021,0.00009103697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005778913,0.00016674114,0.0002717271,0.00007684671,0.00082944403,0.00006764881,0.00027386195,0.00010238532,0.000078756864],"category_scores_gemma":[0.00013770281,0.000107589774,0.000037094578,0.00042036825,0.00031636423,0.00007432123,0.00009985848,0.00034039846,0.000006240478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016249131,0.0007957606,0.8671291,0.0010713849,0.00031615,0.0000070728747,0.0043468215,3.4545153e-7,0.000016107664,0.021163603,0.0025969776,0.1009318],"study_design_scores_gemma":[0.0042762193,0.0019038473,0.98509234,0.00058729,0.000056146804,0.0000031872755,0.0018853402,0.000004482732,0.0012254698,0.0044948463,0.00031710413,0.00015372619],"about_ca_topic_score_codex":0.00021206224,"about_ca_topic_score_gemma":0.00033095703,"teacher_disagreement_score":0.11796328,"about_ca_system_score_codex":0.000041422267,"about_ca_system_score_gemma":0.00020427925,"threshold_uncertainty_score":0.63794965},"labels":[],"label_agreement":null},{"id":"W3118427308","doi":"10.1080/13607863.2020.1857696","title":"Development of a brief screening method for identification of depression in older adults in Sub-Saharan Africa","year":2021,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada; National Institute for Health and Care Research","keywords":"Cronbach's alpha; Medicine; Mental health; Scale (ratio); Family medicine; Health care; Delphi method; Depression (economics); Construct validity; Geriatric Depression Scale; Psychiatry; Clinical psychology; Psychometrics; Anxiety; Depressive symptoms","score_opus":0.0475669408355771,"score_gpt":0.4182033152839435,"score_spread":0.3706363744483664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118427308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852409,0.005892739,0.006641926,0.00041984994,0.00027212678,0.0013074216,0.000042094533,0.000014242951,0.00016869773],"genre_scores_gemma":[0.9670715,0.00009475766,0.03207904,0.00014156032,0.000013717067,0.0002095796,0.00026053956,0.000017044593,0.000112300746],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99790615,0.0002111446,0.0009680861,0.00037703675,0.00018117599,0.00035639317],"domain_scores_gemma":[0.9992091,0.00010965045,0.0003804306,0.00019142423,0.000035006433,0.00007436077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007049,0.00012057637,0.00031882542,0.00019136757,0.0001039543,0.0000062263407,0.000103982944,0.000056094108,0.000047991],"category_scores_gemma":[0.000009839204,0.00012502492,0.00004289849,0.00034393487,0.000014738344,0.00009047134,0.000048257796,0.000093081515,0.000002732604],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005123482,0.0015456601,0.04427413,0.0012221732,0.00002642858,0.0000066029834,0.035946947,0.000004915498,0.003734582,0.00009238885,0.00051611743,0.9121177],"study_design_scores_gemma":[0.008277348,0.00010838468,0.8903394,0.0032030654,0.000009260689,0.00000909085,0.0062128277,0.0008312267,0.089329146,0.000072007206,0.0013941935,0.00021405435],"about_ca_topic_score_codex":0.0009992747,"about_ca_topic_score_gemma":0.001132901,"teacher_disagreement_score":0.9119037,"about_ca_system_score_codex":0.00019794339,"about_ca_system_score_gemma":0.000097835386,"threshold_uncertainty_score":0.5098368},"labels":[],"label_agreement":null},{"id":"W3118879972","doi":"10.1016/j.cct.2021.106267","title":"Digital training for non-specialist health workers to deliver a brief psychological treatment for depression in India: Protocol for a three-arm randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"National Institute of Mental Health","keywords":"Medicine; Randomized controlled trial; Competence (human resources); Mental health; Coaching; Workforce; Psychological intervention; Health care; Physical therapy; Nursing; Psychiatry; Psychology","score_opus":0.5327809357936492,"score_gpt":0.5994206166120124,"score_spread":0.06663968081836324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118879972","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034098394,0.0003372035,0.010429278,0.0038958339,0.0038120411,0.9418065,0.00077515433,0.000098745884,0.0047468306],"genre_scores_gemma":[0.2369177,0.000007642214,0.0015342111,0.001810486,0.0024511635,0.75529224,0.00035947477,0.00005997482,0.0015671169],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98723805,0.0033749654,0.0067584175,0.0014856063,0.00026424567,0.00087874214],"domain_scores_gemma":[0.9532798,0.043376327,0.0020302313,0.0005342588,0.00018035657,0.00059900427],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01836487,0.00057892414,0.0074246675,0.00018764262,0.0003097955,0.00020600847,0.00031081508,0.00059835217,0.00023617293],"category_scores_gemma":[0.011251077,0.00037872462,0.0031334192,0.00025142037,0.00014698472,0.0001989712,0.000056039156,0.00022555653,0.0000143881425],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.75447696,0.0052941553,0.0010023209,0.00006542698,0.0005815552,0.000024154611,0.00030423608,5.084066e-7,0.0000011271378,0.00031673934,0.011824768,0.22610806],"study_design_scores_gemma":[0.9601518,0.011713275,0.0010952088,0.00038296872,0.00012361,0.0000024440187,0.00024015889,0.00007008855,0.00000816839,0.0019664036,0.023899702,0.00034618936],"about_ca_topic_score_codex":0.000048203263,"about_ca_topic_score_gemma":0.00006407498,"teacher_disagreement_score":0.22576188,"about_ca_system_score_codex":0.0002040236,"about_ca_system_score_gemma":0.000562366,"threshold_uncertainty_score":0.9998665},"labels":[],"label_agreement":null},{"id":"W3118925384","doi":"10.1186/s12888-021-03043-2","title":"Suicidality among gender minorities in Karnataka, South India","year":2021,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Mental health; Anxiety; Depression (economics); Suicidal ideation; Psychology; Affect (linguistics); Snowball sampling; Demography; Suicide prevention; Medicine; Poison control; Psychiatry; Gerontology; Environmental health; Sociology","score_opus":0.05089249791524293,"score_gpt":0.3500829282880626,"score_spread":0.29919043037281967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118925384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9310882,0.003457881,0.000019146446,0.00012572967,0.0037625416,0.00025064813,0.00004028827,0.00005510305,0.061200455],"genre_scores_gemma":[0.9926277,0.000007893693,0.0010530514,0.00066602754,0.00042646946,0.00008561374,0.00007647481,0.000023165621,0.0050336444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830365,0.00020719797,0.00038347841,0.00045652513,0.00017779079,0.00047135924],"domain_scores_gemma":[0.9992485,0.00003868445,0.00010741194,0.00046051905,0.00002322922,0.0001216535],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019770925,0.00018657463,0.00023597016,0.000107331776,0.000118631324,0.00003865534,0.00017919314,0.00017549755,0.002448226],"category_scores_gemma":[0.000009261345,0.00018332446,0.00009805135,0.00029507995,0.00006114971,0.0001134754,0.000056041525,0.00023853157,0.00038955532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006299735,0.00039809922,0.9836051,0.00012671844,0.00002835486,0.000018037505,0.0014857313,6.4195416e-7,0.0000012368545,0.011459232,0.002182284,0.00063155405],"study_design_scores_gemma":[0.0015835629,0.000024263596,0.9884968,0.000034638695,0.000018134562,0.00001100608,0.006397293,0.0000025744328,0.00001929949,0.0029230444,0.00030559316,0.00018381172],"about_ca_topic_score_codex":0.0007463195,"about_ca_topic_score_gemma":0.0024970467,"teacher_disagreement_score":0.061539453,"about_ca_system_score_codex":0.000057233527,"about_ca_system_score_gemma":0.0001112541,"threshold_uncertainty_score":0.9984637},"labels":[],"label_agreement":null},{"id":"W3119563939","doi":"10.1016/j.schres.2020.12.001","title":"Prevalence and severity of posttraumatic stress symptoms in psychosis: Associations with affective and patient-centered variables in those referred for psychological services","year":2021,"lang":"en","type":"letter","venue":"Schizophrenia Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Clinical psychology; Psychology; Quality of life (healthcare); Intervention (counseling); Randomized controlled trial; Schizophrenia (object-oriented programming); Depressive symptoms; Psychosis; Psychiatry; Medicine; Psychotherapist; Cognition; Internal medicine","score_opus":0.08683874951742264,"score_gpt":0.41978573886890236,"score_spread":0.3329469893514797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119563939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784181,0.0033239385,0.0000012078966,0.013371544,0.00017151318,0.0030760546,0.0012174437,0.000017094002,0.00040308014],"genre_scores_gemma":[0.992525,0.00047367616,0.00054162875,0.0035869528,0.0001288811,0.0019462445,0.0005695738,0.00004811048,0.00017997777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955449,0.0015354808,0.0005743331,0.0010129423,0.0005672914,0.0007650538],"domain_scores_gemma":[0.9976043,0.0013413257,0.0002710123,0.00047612394,0.00021110226,0.000096147116],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007638469,0.00032770215,0.00066767714,0.0005283638,0.00016863157,0.00009656955,0.00032876898,0.00069903315,0.00009714436],"category_scores_gemma":[0.000057638325,0.00026764887,0.00005001287,0.00062644016,0.00022516717,0.00016396075,0.00015021801,0.001521765,0.0000026807609],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0101229455,0.004445131,0.9103395,0.012761089,0.0006637313,0.00044692217,0.00912051,0.0000010250819,0.000040948195,0.0004593077,0.015491941,0.03610699],"study_design_scores_gemma":[0.007772811,0.001913703,0.9818642,0.005001393,0.00006207957,0.00001868629,0.0009870625,0.000034560137,0.00003858291,0.0017292347,0.00021326769,0.0003644105],"about_ca_topic_score_codex":0.0012963932,"about_ca_topic_score_gemma":0.0020576052,"teacher_disagreement_score":0.07152475,"about_ca_system_score_codex":0.00017498521,"about_ca_system_score_gemma":0.000050231214,"threshold_uncertainty_score":0.9999776},"labels":[],"label_agreement":null},{"id":"W3120592651","doi":"","title":"A Theory-Driven Exploration of Black Canadians’ Psychological Help-Seeking Intentions","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Theory of planned behavior; Explanatory power; Mental health; Psychology; Stigma (botany); Explanatory model; Clinical psychology; Sample (material); Help-seeking; Path analysis (statistics); Mental health service; Social psychology; Psychiatry; Control (management)","score_opus":0.08939620568842728,"score_gpt":0.3595784201156002,"score_spread":0.27018221442717294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120592651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82307094,0.012739842,0.14980806,0.009129182,0.0012916455,0.00040996712,0.00009432585,0.000015953981,0.0034400779],"genre_scores_gemma":[0.98735976,0.009789087,0.00016997056,0.0021495104,0.00030819763,0.000004779484,0.0000049754644,0.000020669704,0.00019303804],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998757,0.00015753554,0.00048379594,0.0001789465,0.00014698485,0.00027570312],"domain_scores_gemma":[0.9986363,0.000081606486,0.00030659014,0.000120250224,0.0001444044,0.00071082107],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033790796,0.00013928908,0.00026945167,0.00019288997,0.00015273782,0.000044462,0.00018978494,0.0001065432,0.001030449],"category_scores_gemma":[0.0000016493245,0.0001199768,0.00009598092,0.00023230408,0.00016046953,0.00016857956,1.2044538e-7,0.00022868645,0.0000166657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039384356,0.00057038513,0.01656317,0.00025625163,0.0013857195,0.00069887436,0.28724128,0.00045200245,0.0028860366,0.24250394,0.036629368,0.40687454],"study_design_scores_gemma":[0.022545481,0.012428073,0.01506562,0.0021621042,0.0005883369,0.0013877088,0.02696695,0.0017211584,0.00036235247,0.56416583,0.35033315,0.002273254],"about_ca_topic_score_codex":0.0012075977,"about_ca_topic_score_gemma":0.009800362,"teacher_disagreement_score":0.40460128,"about_ca_system_score_codex":0.000017351207,"about_ca_system_score_gemma":0.00006976499,"threshold_uncertainty_score":0.99988276},"labels":[],"label_agreement":null},{"id":"W3121755449","doi":"10.2196/25870","title":"The Building Educators’ Skills in Adolescent Mental Health Training Program for Secondary School Educators: Protocol for a Cluster Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Mental health; Randomized controlled trial; Cluster randomised controlled trial; Medical education; Psychology; Stigma (botany); Intervention (counseling); Medicine; Nursing; Psychiatry","score_opus":0.19473191986316288,"score_gpt":0.6246446273464193,"score_spread":0.4299127074832565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121755449","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017445901,0.000035959154,0.000036339585,0.0075601125,0.00025936912,0.9891717,0.000039116137,0.0000818918,0.0010709523],"genre_scores_gemma":[0.0006073727,0.0000012249428,0.0018811283,0.0005981279,0.0012691579,0.9908431,0.00005585521,0.000093593146,0.004650412],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9890113,0.005046385,0.0019337353,0.000992402,0.0007841473,0.0022320615],"domain_scores_gemma":[0.99341303,0.0043342668,0.00057423196,0.00068634545,0.00037626002,0.0006158389],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.015027537,0.00043292757,0.001664936,0.00035849228,0.0015497974,0.0006014127,0.0006355916,0.00023439807,0.00059385237],"category_scores_gemma":[0.001316695,0.00027913987,0.0008184105,0.0005702921,0.00031185924,0.00022497609,0.00017914227,0.001020805,0.0000285186],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.78950524,0.008233889,0.000057494766,0.0013933654,0.00016234127,0.000003493497,0.0020414286,1.1479561e-7,0.000008513535,0.0013009029,0.058585223,0.13870801],"study_design_scores_gemma":[0.70757514,0.0026800495,0.000055356435,0.0021664868,0.000004671543,0.000006343728,0.0022763382,0.000032661028,0.00008674387,0.0009967705,0.28392676,0.00019271058],"about_ca_topic_score_codex":0.000044682973,"about_ca_topic_score_gemma":0.00009456982,"teacher_disagreement_score":0.22534153,"about_ca_system_score_codex":0.00089050765,"about_ca_system_score_gemma":0.0039216327,"threshold_uncertainty_score":0.9999661},"labels":[],"label_agreement":null},{"id":"W3123102463","doi":"10.4103/ijsp.ijsp_444_20","title":"Prof. B. S. Chavan – A life well lived","year":2020,"lang":"en","type":"article","venue":"Indian Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obituary; Excellence; Sorrow; Government (linguistics); Courage; Palliative care; Medicine; Management; Psychology; Psychiatry; History; Nursing; Law; Political science","score_opus":0.04000407225210063,"score_gpt":0.35619741346511885,"score_spread":0.31619334121301823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123102463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8989931,0.0015469558,0.000017963888,0.07455,0.004909733,0.0003125742,0.00001342242,0.00002981067,0.01962646],"genre_scores_gemma":[0.98500293,0.00001692671,0.00021378674,0.0086864475,0.0055200937,0.000006331958,0.000004081497,0.000029430628,0.00051995274],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985069,0.00013601923,0.0005939705,0.00016839671,0.00025697425,0.0003377617],"domain_scores_gemma":[0.9987307,0.000023251108,0.0006177056,0.00008008161,0.00006067072,0.00048756707],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019271382,0.0001628675,0.00033358316,0.000096332325,0.0002537657,0.00003601369,0.00031868677,0.00015987763,0.0034434337],"category_scores_gemma":[0.0000140268685,0.0001433809,0.0002222116,0.00023169661,0.00006361627,0.00013933497,0.000021960132,0.00046863477,0.0007972106],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020756978,0.0017488094,0.18732989,0.00038817333,0.0009939024,0.0006526834,0.10947832,7.0026874e-7,0.000050243438,0.006593746,0.6591245,0.031563345],"study_design_scores_gemma":[0.023454104,0.006577567,0.6817291,0.00037286954,0.0005182106,0.0004591987,0.09619082,0.0000054341986,0.0001125295,0.0061561735,0.18302369,0.0014003115],"about_ca_topic_score_codex":0.000013940775,"about_ca_topic_score_gemma":0.000006557211,"teacher_disagreement_score":0.49439922,"about_ca_system_score_codex":0.000038392336,"about_ca_system_score_gemma":0.00018056728,"threshold_uncertainty_score":0.9999808},"labels":[],"label_agreement":null},{"id":"W3124096287","doi":"10.1177/0840470420979635","title":"Mental health and policing: Picking up the pieces in a broken system","year":2021,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University; Athabasca University","funders":"","keywords":"Mental health; Accountability; Public relations; Public health; Population; Business; Intersection (aeronautics); Community policing; Medicine; Political science; Environmental health; Nursing; Psychiatry; Engineering; Law","score_opus":0.03437600572700731,"score_gpt":0.369135636717707,"score_spread":0.33475963099069966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124096287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57498366,0.03162273,0.000068738394,0.3450008,0.00553144,0.004578006,0.00007835948,0.00028116253,0.037855104],"genre_scores_gemma":[0.9820328,0.000833435,0.00008513714,0.011562372,0.000095691525,0.00023729978,0.00009156316,0.000027321857,0.005034414],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9974743,0.000366922,0.0005148834,0.0005136541,0.00025830534,0.0008718972],"domain_scores_gemma":[0.9991102,0.000044597164,0.00016820256,0.00043688327,0.00001993219,0.00022015585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004496243,0.00020992529,0.00030645778,0.00016157358,0.00067000574,0.000073701456,0.00019090669,0.00006366969,0.00007465576],"category_scores_gemma":[0.0000025935242,0.00016487199,0.00004934945,0.00039914416,0.00003670656,0.00008999289,0.00025973114,0.0001969873,0.000073254145],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015423443,0.00024817346,0.34657207,0.0030491382,0.00015165018,0.00023914255,0.01478852,0.0000011800743,7.204337e-7,0.27874514,0.027063105,0.3289869],"study_design_scores_gemma":[0.0065192203,0.0007007791,0.35519424,0.0022504863,0.00003763412,0.00027380357,0.35992157,0.0002148744,0.000021051359,0.0005972357,0.27363637,0.00063273],"about_ca_topic_score_codex":0.012815719,"about_ca_topic_score_gemma":0.013838953,"teacher_disagreement_score":0.40704912,"about_ca_system_score_codex":0.00041882877,"about_ca_system_score_gemma":0.000043873333,"threshold_uncertainty_score":0.993758},"labels":[],"label_agreement":null},{"id":"W3124264690","doi":"10.1002/app5.74","title":"The Political Economy of Mental Health in <scp>V</scp>ietnam: Key Lessons for Countries in Transition","year":2015,"lang":"en","type":"article","venue":"Asia & the Pacific Policy Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Centre for Addiction and Mental Health; Simon Fraser University","funders":"","keywords":"Mental health; Politics; Transition (genetics); Economic growth; Political science; Economics; Political economy; Medicine; Psychiatry","score_opus":0.09599042476506879,"score_gpt":0.4380670383246706,"score_spread":0.3420766135596018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124264690","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14495458,0.012708691,0.000015588956,0.74651045,0.0006297954,0.0024562753,0.00040638866,0.000034703116,0.09228353],"genre_scores_gemma":[0.99649984,0.00043253097,0.000015502512,0.0017257875,0.0001612538,0.0004681669,0.000022833212,0.000014956893,0.0006591225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99821436,0.00026167335,0.0004797742,0.00021672233,0.00010168444,0.000725757],"domain_scores_gemma":[0.9984595,0.0010110391,0.00014163864,0.00023803428,0.000045306384,0.000104444836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007983283,0.0001723841,0.0003723996,0.00012435019,0.00035756847,0.000020399952,0.00018632201,0.000054540265,0.0000015511641],"category_scores_gemma":[0.000087393775,0.00010517281,0.00006811252,0.0002030858,0.00041342748,0.00007718936,0.000037367143,0.00012105718,0.000017988896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014612397,0.0002454989,0.0019755396,0.000074157724,0.00015094959,0.0000013973379,0.11298128,0.0000010049325,0.0000011365768,0.8533309,0.028526753,0.0025652193],"study_design_scores_gemma":[0.0035588613,0.0005528289,0.011249404,0.000105326275,0.000023884688,0.000013353737,0.7513526,0.000022254233,0.00010807845,0.1358315,0.09708707,0.0000948511],"about_ca_topic_score_codex":0.0015454935,"about_ca_topic_score_gemma":0.0022103256,"teacher_disagreement_score":0.8515453,"about_ca_system_score_codex":0.0004448586,"about_ca_system_score_gemma":0.00013935546,"threshold_uncertainty_score":0.42888227},"labels":[],"label_agreement":null},{"id":"W3124895319","doi":"10.2139/ssrn.3108753","title":"Rural-Urban Disparities in the Utilization of Mental Health Inpatient Services in China: The Role of Health Insurance","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"China; Mental health; Business; Environmental health; Health insurance; Health equity; Economic growth; Medicine; Health care; Geography; Psychiatry; Economics","score_opus":0.012680787330233895,"score_gpt":0.3290645433112325,"score_spread":0.31638375598099866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124895319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97285515,0.022323187,0.000014192218,0.0036074936,0.00022028285,0.00051259773,0.000013632848,0.000004091286,0.0004493946],"genre_scores_gemma":[0.9948937,0.0044866907,0.0000042067695,0.00044639455,0.00007609888,0.00001990946,0.000018434299,0.00000940461,0.000045130884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973081,0.0006411204,0.0006516549,0.00011352857,0.00024153426,0.0010440989],"domain_scores_gemma":[0.99916506,0.000036895435,0.00057002954,0.00017423648,0.00002461479,0.000029153909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021322712,0.000114807735,0.00024275802,0.00011413714,0.00026455466,0.000012090792,0.0003420846,0.00003661545,0.000028650147],"category_scores_gemma":[0.000002851379,0.000067092136,0.000041125222,0.0003382451,0.000095744326,0.00012532755,0.00002450394,0.00053736113,0.000003111738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024455498,0.00058181526,0.80956334,0.00006187012,0.000032595115,2.0280171e-7,0.029425489,0.0000021667602,0.000009025283,0.04989056,0.00006443514,0.11012394],"study_design_scores_gemma":[0.0013159564,0.00167434,0.9358264,0.00022162264,0.0000025108855,0.000033064793,0.035622373,0.0000503866,0.00004987416,0.024879953,0.00025825755,0.00006523598],"about_ca_topic_score_codex":0.0123616895,"about_ca_topic_score_gemma":0.026151981,"teacher_disagreement_score":0.12626307,"about_ca_system_score_codex":0.00047312086,"about_ca_system_score_gemma":0.00036341744,"threshold_uncertainty_score":0.9942151},"labels":[],"label_agreement":null},{"id":"W3125038960","doi":"10.1111/dar.13244","title":"Implications of addiction diagnosis and addiction beliefs for public stigma: A cross‐national experimental study","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Canada Research Chairs; World Health Organization","keywords":"Stigma (botany); Addiction; Psychology; Psychiatry; Clinical psychology; Medicine","score_opus":0.12211596321420794,"score_gpt":0.46059019899824155,"score_spread":0.33847423578403363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125038960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61984223,0.37374726,0.00001541817,0.0019499911,0.00021243581,0.0019109589,0.00030140512,0.000026811378,0.00199351],"genre_scores_gemma":[0.97347665,0.022068642,0.00005575253,0.000479045,0.00007612354,0.0030984033,0.00028813598,0.000010209667,0.0004470329],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990101,0.00010233119,0.0003352299,0.00029943584,0.00011638121,0.0001365309],"domain_scores_gemma":[0.9993691,0.00014564455,0.00013499075,0.00013738978,0.00013193346,0.00008094531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028411017,0.0001069276,0.0002291615,0.00004426538,0.00026865842,0.00003327391,0.000047295485,0.000033391083,0.00055788585],"category_scores_gemma":[0.000030235455,0.00009530781,0.000053849002,0.00016297646,0.00004323383,0.00014086052,0.00003493886,0.00005081965,0.0000074362256],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060007136,0.007899649,0.3935084,0.0014123921,0.0005521527,0.000004681028,0.0017385746,2.2257156e-7,0.00010474409,0.012756493,0.051304646,0.53065807],"study_design_scores_gemma":[0.005026765,0.00056315924,0.9013687,0.0012348922,0.00036447748,0.00004474018,0.0010425968,0.000010952009,0.00058062386,0.00046628225,0.0889877,0.000309135],"about_ca_topic_score_codex":0.000032912183,"about_ca_topic_score_gemma":0.000022544407,"teacher_disagreement_score":0.5303489,"about_ca_system_score_codex":0.000034926557,"about_ca_system_score_gemma":0.000024047024,"threshold_uncertainty_score":0.61084586},"labels":[],"label_agreement":null},{"id":"W3125389402","doi":"10.1186/s13033-020-00427-x","title":"Barriers and drivers to service delivery in global mental health projects","year":2021,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; McGill University; Douglas Mental Health University Institute; Douglas College","funders":"","keywords":"Mental health; Global mental health; Service delivery framework; Medicine; Nursing; Implementation research; Qualitative research; Psychological intervention; Public relations; Service (business); Business; Psychiatry; Political science; Sociology; Marketing","score_opus":0.031698572639930214,"score_gpt":0.4046946545931495,"score_spread":0.3729960819532193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125389402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9450865,0.0059256074,0.000019232564,0.038085222,0.009006436,0.0007764447,0.0003145262,0.000012274496,0.00077375886],"genre_scores_gemma":[0.9899181,0.00049020274,0.00022771204,0.00868469,0.0003098328,0.000019844838,0.000059958933,0.0000141447335,0.0002754868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971326,0.00039993203,0.0010500412,0.00029106194,0.000696237,0.00043014236],"domain_scores_gemma":[0.9983603,0.00003860151,0.00059795834,0.000113906186,0.00020422843,0.0006850271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007608953,0.00018230369,0.00042070544,0.00021624748,0.00017199235,0.00007667866,0.00029651355,0.000063081294,0.00014233046],"category_scores_gemma":[0.000010500757,0.00017331571,0.00006203919,0.00029724484,0.000022794233,0.0002468065,0.000111731904,0.0001857334,0.000039544997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041465084,0.0017718629,0.69706017,0.0011473774,0.0010821335,0.0016820282,0.05899686,0.000119279095,0.00017464867,0.005304419,0.10625113,0.1222636],"study_design_scores_gemma":[0.045968767,0.0067829173,0.39330953,0.0133976415,0.000044472,0.019659013,0.31425494,0.0008512072,0.00023523367,0.00021592493,0.20377111,0.0015092628],"about_ca_topic_score_codex":0.005365725,"about_ca_topic_score_gemma":0.0020185208,"teacher_disagreement_score":0.30375063,"about_ca_system_score_codex":0.0024941973,"about_ca_system_score_gemma":0.0006252676,"threshold_uncertainty_score":0.8111407},"labels":[],"label_agreement":null},{"id":"W3126330330","doi":"10.1186/s13033-021-00458-y","title":"Barriers and drivers to stakeholder engagement in global mental health projects","year":2021,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Stakeholder engagement; Mental health; Stakeholder; Public relations; Empowerment; Global mental health; Community engagement; Psychological intervention; Facilitator; Business; Qualitative research; Knowledge management; Psychology; Political science; Nursing; Sociology; Medicine","score_opus":0.08292903164855528,"score_gpt":0.4281702341103334,"score_spread":0.34524120246177814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126330330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9495154,0.006374862,0.00005733439,0.029344058,0.011731286,0.0012312569,0.0003525423,0.000014611547,0.0013786659],"genre_scores_gemma":[0.99380547,0.0004711868,0.00029437753,0.004465047,0.00030268708,0.000031531545,0.000057165045,0.000015326614,0.0005571996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99661386,0.0006149446,0.0011592836,0.00031667802,0.00082237605,0.00047287086],"domain_scores_gemma":[0.99839073,0.000041449246,0.0006296804,0.00012658397,0.00013374547,0.00067782647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013271457,0.0001953642,0.0004348732,0.00023850266,0.00020927345,0.00009116046,0.00027737048,0.00005502512,0.00023218204],"category_scores_gemma":[0.000017674163,0.00018164796,0.00006743809,0.000225921,0.00003263141,0.0002141385,0.000112996895,0.00023119416,0.000026741114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025380268,0.0021143323,0.59430313,0.0007631965,0.0011610469,0.0015912107,0.07099166,0.00010170836,0.0001181338,0.010122401,0.16302298,0.15317218],"study_design_scores_gemma":[0.03788209,0.0067248945,0.35967883,0.008195249,0.000034348002,0.007865078,0.27603534,0.0002494588,0.00020582826,0.00019521218,0.3017611,0.0011725771],"about_ca_topic_score_codex":0.0018657094,"about_ca_topic_score_gemma":0.00055781734,"teacher_disagreement_score":0.2346243,"about_ca_system_score_codex":0.0028993355,"about_ca_system_score_gemma":0.0005609151,"threshold_uncertainty_score":0.75816613},"labels":[],"label_agreement":null},{"id":"W3126439263","doi":"10.1177/0091217421996089","title":"Epidemiology of depression in primary care: Findings from the Mental Health in Primary Care (MeHPriC) project, Lagos, Nigeria","year":2021,"lang":"en","type":"article","venue":"The International Journal of Psychiatry in Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Grand Challenges Canada","keywords":"Depression (economics); Medicine; Mental health; Epidemiology; Patient Health Questionnaire; Anthropometry; Primary care; Public health; Primary health care; Psychiatry; Gerontology; Family medicine; Environmental health; Population; Anxiety; Internal medicine; Nursing; Depressive symptoms","score_opus":0.03523308732943429,"score_gpt":0.403047740070246,"score_spread":0.3678146527408117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126439263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87601656,0.062250916,0.000011325508,0.054254524,0.005516113,0.0003732426,0.000054330416,0.000003404821,0.0015195898],"genre_scores_gemma":[0.9864949,0.0021964,0.00077505736,0.009236536,0.00084048987,0.000019465228,0.00035334355,0.00001638152,0.00006740943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967975,0.00081282266,0.0014449145,0.00023739603,0.00043595285,0.00027139907],"domain_scores_gemma":[0.99811536,0.00070456567,0.0007661786,0.00024036069,0.000118324504,0.00005519515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014746715,0.0001660595,0.00059385045,0.00025550113,0.0000630168,0.000003646975,0.0007315627,0.00009818701,0.00021643758],"category_scores_gemma":[0.00008378535,0.00009404074,0.00008699388,0.00029033335,0.00012478133,0.000089934285,0.00011823917,0.00063949294,0.0000032615649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011514362,0.00031554402,0.9582649,0.000093083654,0.000082848106,0.000056844172,0.019404348,0.000010540087,0.0000953039,0.00020714979,0.0068422905,0.013475724],"study_design_scores_gemma":[0.005606545,0.00030814976,0.9659651,0.0025661848,0.000013839441,0.00013231902,0.023443485,0.0000034232398,0.000029578741,0.0011599555,0.0006965917,0.00007482491],"about_ca_topic_score_codex":0.0032981401,"about_ca_topic_score_gemma":0.004801678,"teacher_disagreement_score":0.110478364,"about_ca_system_score_codex":0.0007880674,"about_ca_system_score_gemma":0.0004554779,"threshold_uncertainty_score":0.49858233},"labels":[],"label_agreement":null},{"id":"W3126768376","doi":"10.7870/cjcmh-2020-021","title":"Here4HealthCare: A Response to the Emerging Mental Health Crisis of the Frontline Healthcare Workforce","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo; Canadian Mental Health Association","funders":"","keywords":"Workforce; Front line; Mental health; Health care; Agency (philosophy); Looming; Mental healthcare; Pandemic; Coronavirus disease 2019 (COVID-19); Front (military); Healthcare worker; Nursing; Psychology; Medicine; Political science; Psychiatry; Sociology; Engineering; Disease","score_opus":0.10050587958556156,"score_gpt":0.40834162173035776,"score_spread":0.3078357421447962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126768376","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45355985,0.007568459,0.000014301316,0.5358329,0.001391676,0.0010845555,0.0004382039,0.000009554733,0.00010051018],"genre_scores_gemma":[0.87895143,0.00019139945,0.00011942624,0.120253146,0.00021432409,0.000016854456,0.00003851941,0.00004445332,0.00017043304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899529,0.0065907617,0.0016124231,0.00019463494,0.0005524866,0.0010967593],"domain_scores_gemma":[0.9944795,0.00023066014,0.0012886497,0.0008119073,0.00016247536,0.0030268163],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040059607,0.00032526726,0.0007871741,0.00024297001,0.0036862215,0.00004407543,0.0016463186,0.000102556674,0.0003038828],"category_scores_gemma":[0.00008377942,0.00022505221,0.00026417663,0.0009808559,0.00014041053,0.00014130038,0.00015435638,0.0017276165,0.000032879198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041148225,0.0003601991,0.011510427,0.00054765475,0.00017832004,0.000018709306,0.42106038,0.00003155857,0.000016661217,0.00094941957,0.4627184,0.09849347],"study_design_scores_gemma":[0.005898235,0.011216296,0.10354131,0.0019230162,0.000038271,0.00045114505,0.32300308,0.00004749918,0.0001139419,0.00023451466,0.55295444,0.00057827844],"about_ca_topic_score_codex":0.2026088,"about_ca_topic_score_gemma":0.24808796,"teacher_disagreement_score":0.4253916,"about_ca_system_score_codex":0.0020037498,"about_ca_system_score_gemma":0.0033137498,"threshold_uncertainty_score":0.99761087},"labels":[],"label_agreement":null},{"id":"W3126825180","doi":"10.1186/s13033-021-00438-2","title":"SMART Mental Health Project: process evaluation to understand the barriers and facilitators for implementation of multifaceted intervention in rural India","year":2021,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada; The Wellcome Trust DBT India Alliance; Department of Biotechnology, Ministry of Science and Technology, India; Wellcome Trust","keywords":"Mental health; Medicine; Nursing; Focus group; Intervention (counseling); Referral; Public health; Medical education; Psychiatry","score_opus":0.06221567927766513,"score_gpt":0.49788363356661497,"score_spread":0.43566795428894983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126825180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98310435,0.0032023268,0.00022009586,0.0061916374,0.003467706,0.003282711,0.000495422,0.000004949136,0.000030816038],"genre_scores_gemma":[0.99891,0.000102768405,0.000079938254,0.00038333147,0.00009064564,0.00014827894,0.00021578778,0.000012781506,0.000056474433],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9967818,0.0005863225,0.0013889011,0.0001937359,0.00075285835,0.00029635668],"domain_scores_gemma":[0.99819976,0.00008429193,0.0010870445,0.000088365894,0.00037121345,0.00016930414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027559835,0.00014343958,0.00032929884,0.0003189273,0.0001873173,0.00005129449,0.00018603817,0.000045235633,0.00009595211],"category_scores_gemma":[0.000032138596,0.00011436449,0.00008651647,0.00020745957,0.000036611473,0.00028125668,0.000038229937,0.00012091032,0.0000015049542],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040710666,0.0011959388,0.25408557,0.0018137043,0.0010657787,0.000014009371,0.26387724,0.00008810742,0.00026843668,0.0019196845,0.008440734,0.4631597],"study_design_scores_gemma":[0.017298376,0.0028115255,0.11310764,0.0021446382,0.00002744819,0.00027669768,0.86156654,0.0007614261,0.0004355485,0.00016442836,0.0012038199,0.00020187929],"about_ca_topic_score_codex":0.00322446,"about_ca_topic_score_gemma":0.0013403066,"teacher_disagreement_score":0.59768933,"about_ca_system_score_codex":0.0014109621,"about_ca_system_score_gemma":0.0004996182,"threshold_uncertainty_score":0.48744404},"labels":[],"label_agreement":null},{"id":"W3129446193","doi":"10.1017/gmh.2021.6","title":"Assessment of service provider competency for child and adolescent psychological treatments and psychosocial services in global mental health: evaluation of feasibility and reliability of the WeACT tool in Gaza, Palestine","year":2021,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Porticus Foundation","keywords":"Mental health; Psychosocial; Palestine; Reliability (semiconductor); Mental health service; Gaza strip; Service provider; Psychology; Medicine; Psychiatry; Service (business); Nursing; Clinical psychology; Business","score_opus":0.050537265696966746,"score_gpt":0.4369896026752679,"score_spread":0.3864523369783011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129446193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97840995,0.005738011,0.000006757078,0.007487268,0.00045035832,0.0057611503,0.0017021691,0.000009738327,0.00043457493],"genre_scores_gemma":[0.9970281,0.00045964963,0.0008949642,0.0011978636,0.000021824186,0.00014727749,0.00023635008,0.000009103267,0.0000048400975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99587405,0.0010660115,0.0012620436,0.0007946121,0.0005338511,0.00046943454],"domain_scores_gemma":[0.9984852,0.000058659418,0.00075412093,0.00039235922,0.00014668719,0.00016295907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016744633,0.0002945646,0.00076003163,0.000038403505,0.00018914172,0.000013530274,0.00015622716,0.00014146039,0.000015172633],"category_scores_gemma":[0.000022061773,0.0002372075,0.00007596686,0.00045850335,0.00018795837,0.0001310327,0.00016888951,0.00016167227,2.7308548e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080188276,0.0043071304,0.95627666,0.0022907502,0.0000309437,7.263143e-7,0.00069153175,0.0000015553932,0.000026101596,0.00091269024,0.000100435165,0.034559604],"study_design_scores_gemma":[0.01040646,0.0010729644,0.9848278,0.0008843895,0.000037773163,0.000032595228,0.0015527314,0.00040198886,0.000020505358,0.00060787826,0.00002209284,0.0001327832],"about_ca_topic_score_codex":0.003364656,"about_ca_topic_score_gemma":0.003735398,"teacher_disagreement_score":0.03442682,"about_ca_system_score_codex":0.0014468723,"about_ca_system_score_gemma":0.0003215605,"threshold_uncertainty_score":0.9673041},"labels":[],"label_agreement":null},{"id":"W3129961657","doi":"10.2196/23200","title":"Evaluation of a Blended Relapse Prevention Program for Anxiety and Depression in General Practice: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Stichting Stoffels-Hornstra","keywords":"Anxiety; Thematic analysis; Focus group; Psychological intervention; Relapse prevention; Qualitative research; eHealth; Mental health; Depression (economics); Intervention (counseling); Psychology; Medicine; Clinical psychology; Psychiatry; Health care","score_opus":0.2448750618997194,"score_gpt":0.6497677285131459,"score_spread":0.4048926666134265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129961657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881519,0.0006425213,0.000032252545,0.0002009071,0.000100074554,0.006604717,0.000015593092,0.000011198692,0.004240844],"genre_scores_gemma":[0.990754,0.00003550284,0.0006476318,0.0000063497623,0.000027300715,0.008048846,0.00007945223,0.000009306753,0.0003916001],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99255735,0.00554433,0.00039005536,0.00028338886,0.0009209384,0.00030393066],"domain_scores_gemma":[0.99761444,0.0006089571,0.00016501031,0.00018702933,0.0013664381,0.000058150206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01023621,0.00008975834,0.00017885165,0.00018700762,0.00016988227,0.000029484021,0.00007152996,0.00007673378,0.000121290475],"category_scores_gemma":[0.00039560697,0.000075156175,0.00003448407,0.0004897301,0.000059957976,0.00050439243,0.000085906344,0.0002347679,0.0000074883555],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013968719,0.0102711655,0.005044005,0.00022255862,0.00015267447,0.000004331043,0.38389942,0.000001950719,0.00013179156,0.00094549014,0.00077499956,0.59715474],"study_design_scores_gemma":[0.017409503,0.0046974844,0.19056916,0.00024635976,0.00010367583,0.000012633894,0.7728296,0.0028424356,0.0025839524,0.008140729,0.00038336945,0.00018110315],"about_ca_topic_score_codex":0.00011422143,"about_ca_topic_score_gemma":0.00015863145,"teacher_disagreement_score":0.59697366,"about_ca_system_score_codex":0.00019899444,"about_ca_system_score_gemma":0.00017451991,"threshold_uncertainty_score":0.35476863},"labels":[],"label_agreement":null},{"id":"W3130907086","doi":"","title":"Quality of Life in Patients of Schizophrenia with or without Depression: A Comparative Study","year":2021,"lang":"en","type":"article","venue":"Annals of the Romanian Society for Cell Biology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Depression (economics); Quality of life (healthcare); Psychopathology; Psychiatry; Positive and Negative Syndrome Scale; Psychology; Clinical psychology; Rating scale; Social support; Medicine; Psychosis; Psychotherapist; Developmental psychology","score_opus":0.13982648790343358,"score_gpt":0.4368120227550772,"score_spread":0.2969855348516436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130907086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975007,0.000428121,0.0000061479664,0.00010613071,0.00012152339,0.0010302457,0.00012683427,0.0000044405633,0.0006758574],"genre_scores_gemma":[0.99908924,0.000011112144,0.00035548862,0.00018169858,0.00001572986,0.00006646269,0.000030146428,0.0000084113035,0.00024173787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984967,0.0003558264,0.00057144166,0.00026122082,0.000105347426,0.00020942395],"domain_scores_gemma":[0.99857813,0.00022815849,0.0006102996,0.0003590159,0.00018030987,0.000044101278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031205892,0.00013302121,0.0006337155,0.000018969264,0.00006681359,0.000001913117,0.00024113004,0.000106296284,0.00009146387],"category_scores_gemma":[0.000016313987,0.00007529313,0.00022555955,0.00021306021,0.00016525485,0.000030083866,0.00009924444,0.00009080298,0.0000014025003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040747323,0.0036508108,0.9832592,0.00017389152,0.00032086184,2.4551957e-7,0.0069714882,0.0000013025123,0.00034853502,0.00012218209,0.00053930056,0.00053745275],"study_design_scores_gemma":[0.009287812,0.002678167,0.9682866,0.00006768138,0.00004298978,2.0376307e-7,0.009601106,0.0000076140373,0.0096667465,0.00015042974,0.00009367133,0.000117014984],"about_ca_topic_score_codex":0.0003912397,"about_ca_topic_score_gemma":0.00049851777,"teacher_disagreement_score":0.014972633,"about_ca_system_score_codex":0.000008969209,"about_ca_system_score_gemma":0.00006407196,"threshold_uncertainty_score":0.3070365},"labels":[],"label_agreement":null},{"id":"W3130927096","doi":"10.3390/ijerph18041850","title":"Association between Mental Health Knowledge Level and Depressive Symptoms among Chinese College Students","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regent Park Community Health Centre; Toronto Western Hospital; Toronto Metropolitan University; York University; University of Toronto","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"Mental health; Depression (economics); Anxiety; Quartile; Clinical psychology; Depressive symptoms; Association (psychology); Medicine; Patient Health Questionnaire; Confounding; Cross-sectional study; Psychiatry; Psychology; Internal medicine; Confidence interval","score_opus":0.08906063368293991,"score_gpt":0.4787567985650481,"score_spread":0.3896961648821082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130927096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760943,0.0064837527,0.000018192122,0.0150887305,0.0006540704,0.0003386376,0.0007489805,0.0000052514574,0.00056810497],"genre_scores_gemma":[0.9920298,0.0036031576,0.00004426142,0.00044935828,0.00044911905,0.000015331096,0.00015682774,0.000017214465,0.0032349718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996083,0.00088066066,0.0006935334,0.00029689874,0.0014240439,0.0006218583],"domain_scores_gemma":[0.9979032,0.00045224268,0.0005233703,0.0001142389,0.00013445108,0.0008724719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025343462,0.00015465506,0.00034335992,0.00032662964,0.00045990842,0.00017101565,0.00034902152,0.00009172515,0.0005828372],"category_scores_gemma":[0.00011008673,0.00013313234,0.000057834608,0.00016598933,0.00014896596,0.0004321097,0.0003472904,0.00053096656,0.00002349845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058222755,0.0012695207,0.9083876,0.000020026506,0.00053055456,0.0000501678,0.001927828,3.4968558e-8,0.000013329551,0.00016243645,0.0035813362,0.083998926],"study_design_scores_gemma":[0.0028263032,0.0007000966,0.9868462,0.00008477981,0.0000042505103,0.00010141258,0.0016704648,0.000003416223,0.000011292696,0.0002701668,0.0073994594,0.00008212625],"about_ca_topic_score_codex":0.00027326396,"about_ca_topic_score_gemma":0.00020852694,"teacher_disagreement_score":0.0839168,"about_ca_system_score_codex":0.001752153,"about_ca_system_score_gemma":0.00031107134,"threshold_uncertainty_score":0.6381659},"labels":[],"label_agreement":null},{"id":"W3131002018","doi":"10.1177/0706743721996110","title":"The Evolution of Psychiatric Epidemiology: Where to Next?","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Queensland Government; Danmarks Grundforskningsfond; National Research Foundation; European Commission; Queensland Health","keywords":"Epidemiology; Psychiatry; Psychiatric epidemiology; Psychology; MEDLINE; Medicine; Mental health; Political science","score_opus":0.03876104822340114,"score_gpt":0.35360887040131317,"score_spread":0.314847822177912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131002018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.555767,0.15016004,0.00018363525,0.25706097,0.021514565,0.0003851717,0.000030427427,0.000007317056,0.014890846],"genre_scores_gemma":[0.9926945,0.00013877585,0.00187059,0.0021176527,0.0011197836,0.000008586664,0.0000016849084,0.00001858993,0.00202986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979231,0.0005734336,0.0007550374,0.00014341983,0.00013392403,0.00047111724],"domain_scores_gemma":[0.9980478,0.00031308824,0.0005193827,0.00045077608,0.00018366064,0.00048526967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014239326,0.00012736597,0.00027136147,0.00015268826,0.0007412098,0.00003144184,0.0005457008,0.00010753444,0.000624764],"category_scores_gemma":[0.00010824404,0.00007369992,0.00018843301,0.00053542556,0.00013004658,0.000075088836,0.000015106689,0.0003678351,0.00010511892],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015601213,0.000080288235,0.47703615,0.000034417557,0.0002176248,0.000025281715,0.0007252698,0.000029057695,0.000005376653,0.29760265,0.20488371,0.019204156],"study_design_scores_gemma":[0.0014434457,0.0007208255,0.73598784,0.00019470313,0.0002310143,0.0007795866,0.010460798,0.000007971297,0.00000898603,0.15913968,0.09078578,0.00023937652],"about_ca_topic_score_codex":0.029007917,"about_ca_topic_score_gemma":0.6253052,"teacher_disagreement_score":0.5962972,"about_ca_system_score_codex":0.00027589858,"about_ca_system_score_gemma":0.0020992444,"threshold_uncertainty_score":0.977458},"labels":[],"label_agreement":null},{"id":"W3131773066","doi":"10.1017/s0033291721000131","title":"Comparison of different scoring methods based on latent variable models of the PHQ-9: an individual participant data meta-analysis","year":2021,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"National Center for Research Resources; National Institute of Mental Health; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Cumming School of Medicine, University of Calgary; H. Lundbeck A/S; Crohn's and Colitis Canada; Universidade de São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Institute on Disability and Rehabilitation Research; Agency for Healthcare Research and Quality; Ministero della Salute; Consejo Nacional de Ciencia y Tecnología; Bundesministerium für Bildung und Forschung; Government of the United Kingdom; National Cancer Institute; Universität Heidelberg; Centers for Disease Control and Prevention; Banco Santander; Tehran University of Medical Sciences and Health Services; Multiple Sclerosis Society; Research Manitoba; Pfizer; Faculty of Medicine, McGill University; Lance Armstrong Foundation; University of Washington; U.S. Department of Defense; Pennsylvania Department of Health; Armstrong Foundation; Alberta Innovates - Health Solutions; Alberta Innovates; Alberta Health Services; Health Resources and Services Administration; Department for International Development; McGill University; Deutsche Forschungsgemeinschaft; National Multiple Sclerosis Society; National Institutes of Health; McGill University Health Centre; Duke Global Health Institute, Duke University; United States Agency for International Development; Grand Challenges Canada; U.S. Department of Health and Human Services","keywords":"Bootstrapping (finance); Latent variable; Meta-analysis; Latent variable model; Confidence interval; Calibration; Patient Health Questionnaire; Statistics; Psychology; Artificial intelligence; Clinical psychology; Computer science; Medicine; Mathematics; Cognition; Depressive symptoms; Econometrics; Internal medicine; Psychiatry","score_opus":0.8189091708527434,"score_gpt":0.6193230850530207,"score_spread":0.1995860857997227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131773066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9409183,0.0077865506,0.033016425,0.0050933873,0.0017678175,0.0011958379,0.00037155754,0.00006880585,0.009781284],"genre_scores_gemma":[0.99265456,0.000008936504,0.0056907427,0.0010964349,0.0000653685,0.0000788936,0.00025186499,0.0000116468045,0.00014155645],"study_design_codex":"meta_analysis","study_design_gemma":"observational","domain_scores_codex":[0.9954766,0.0017937536,0.0010184967,0.0007533077,0.00059043214,0.00036738967],"domain_scores_gemma":[0.99619085,0.0009054827,0.00047737767,0.0021643506,0.00007972207,0.00018222789],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017273505,0.0002500208,0.0017050147,0.000120987155,0.00010645992,0.000008121949,0.0009223926,0.00013858614,0.006858394],"category_scores_gemma":[0.0001412105,0.000117288386,0.00029257173,0.0008950408,0.00021545141,0.00006106561,0.00021157302,0.0003051518,0.0000035097887],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046744,0.09511629,0.18520355,0.0007913299,0.3741214,0.00016198504,0.01361879,0.02454122,0.009461145,0.06463196,0.0053795464,0.2222984],"study_design_scores_gemma":[0.0048851054,0.0049450323,0.50759506,0.00012879483,0.39688104,0.000006891118,0.0017547286,0.07128902,0.004873747,0.0070078196,0.00010731422,0.0005254528],"about_ca_topic_score_codex":0.0001328886,"about_ca_topic_score_gemma":0.000018209388,"teacher_disagreement_score":0.3223915,"about_ca_system_score_codex":0.000011885661,"about_ca_system_score_gemma":0.00000618345,"threshold_uncertainty_score":0.9940495},"labels":[],"label_agreement":null},{"id":"W3132580026","doi":"10.1080/09638237.2021.1875414","title":"Highlighting successes and challenges of the mental health system in Tunisia: an overview of services, facilities, and human resources","year":2021,"lang":"en","type":"review","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"World Health Organization","keywords":"Mental health; Human resources; Medicine; Political science; Psychiatry","score_opus":0.14883650300344115,"score_gpt":0.4428234883498023,"score_spread":0.29398698534636114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132580026","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034445323,0.96167,4.3461792e-8,0.0014920246,0.0006152905,0.0011511062,0.00042286338,0.000006858223,0.00019651954],"genre_scores_gemma":[0.01918036,0.9803677,0.00004294204,0.00009915868,0.00012326012,0.000015863941,0.000061118924,0.00003706571,0.000072513976],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99376076,0.0020332846,0.0027613868,0.00040733456,0.00056208996,0.00047515283],"domain_scores_gemma":[0.9947637,0.00015606928,0.0043220557,0.00037704993,0.00005638153,0.000324769],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021417069,0.00043246945,0.0030783748,0.00033440773,0.00037949427,0.000032250504,0.0004599735,0.00020282083,0.00004344142],"category_scores_gemma":[0.000002922747,0.00028992834,0.00023853872,0.00027875684,0.00013178046,0.00020854687,0.00022344847,0.000516721,5.027859e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005745064,0.0007007092,0.0009962827,0.31613657,0.0002602899,0.000022170261,0.015087853,4.5060034e-8,3.8129926e-7,0.0053604417,0.0001387774,0.661239],"study_design_scores_gemma":[0.0027365913,0.002704191,0.00380368,0.24668309,0.00016747377,0.0014945768,0.057932843,9.33964e-7,0.0000026268754,0.000026426529,0.6840863,0.00036126017],"about_ca_topic_score_codex":0.0058763986,"about_ca_topic_score_gemma":0.0031094034,"teacher_disagreement_score":0.6839475,"about_ca_system_score_codex":0.0006710104,"about_ca_system_score_gemma":0.0003479062,"threshold_uncertainty_score":0.9999553},"labels":[],"label_agreement":null},{"id":"W3133111206","doi":"10.32799/ijih.v16i1.33223","title":"The The Violence of Colonization and the Importance of Decolonizing Therapeutic Relationship: The Role of Helper in Centring Indigenous Wisdom","year":2020,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Mainstream; Mental health; Historical trauma; Colonialism; Oppression; Sociology; Medicine; Psychology; Psychotherapist; Political science; Ecology; Law","score_opus":0.024751495862587108,"score_gpt":0.3478575545754386,"score_spread":0.3231060587128515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133111206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96869314,0.023246909,0.00009949235,0.006845218,0.00030208917,0.00068967056,0.0000128975735,0.0000023635805,0.00010819894],"genre_scores_gemma":[0.9962555,0.0027332306,0.000030689105,0.0008538483,0.000095260584,0.000011953467,0.000002499548,0.000009431495,0.0000075465678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977874,0.00046629127,0.0010219177,0.00009733073,0.00041718569,0.00020987305],"domain_scores_gemma":[0.99650455,0.0012997675,0.0017547365,0.0001447749,0.00024928444,0.000046918158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001693468,0.00009414074,0.0002424128,0.00007027767,0.00038201947,0.000021522927,0.0006357512,0.000045809873,0.000015117021],"category_scores_gemma":[0.00009912814,0.00004371868,0.00006903644,0.0002404095,0.00025684162,0.000084779815,0.00004694594,0.00031154827,0.0000010213777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010709834,0.0001849339,0.8203841,0.000033349654,0.00018995527,0.000005700257,0.12716751,0.00017431691,0.000031231964,0.010433707,0.0000074058617,0.040316813],"study_design_scores_gemma":[0.0033436315,0.0008362223,0.9570487,0.00037525172,0.000051005045,0.00012536933,0.026705807,0.00027281366,0.00062695466,0.010050436,0.00047005108,0.00009376548],"about_ca_topic_score_codex":0.0011625724,"about_ca_topic_score_gemma":0.001058358,"teacher_disagreement_score":0.1366646,"about_ca_system_score_codex":0.00013963883,"about_ca_system_score_gemma":0.00033354602,"threshold_uncertainty_score":0.29382235},"labels":[],"label_agreement":null},{"id":"W3133167480","doi":"10.1111/hex.13214","title":"The Wellness Quest: A health literacy and self‐advocacy tool developed by youth for youth mental health","year":2021,"lang":"en","type":"article","venue":"Health Expectations","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Centre for Addiction and Mental Health","keywords":"Mental health; Thematic analysis; Mental health literacy; Psychology; Confidentiality; Medical education; Focus group; Health literacy; Stigma (botany); Qualitative research; Mental illness; Medicine; Health care; Psychiatry; Political science; Sociology","score_opus":0.044963606865048564,"score_gpt":0.4113864735981155,"score_spread":0.3664228667330669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133167480","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27712297,0.31078166,0.00490767,0.37419853,0.00711255,0.015437406,0.0073624635,0.0009285653,0.0021482068],"genre_scores_gemma":[0.9633439,0.00421519,0.0048673167,0.017343573,0.000280701,0.0013811864,0.0046575014,0.00009736431,0.003813269],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99612325,0.0007103399,0.0010672875,0.00070324965,0.0002646937,0.0011311694],"domain_scores_gemma":[0.99797004,0.00038670376,0.0005432927,0.0004551936,0.00010080871,0.0005439354],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005167307,0.00031449666,0.0004903883,0.00009414383,0.0040180236,0.00018575709,0.00018477702,0.00007871553,0.00007098892],"category_scores_gemma":[0.000031419917,0.0002616762,0.000085456806,0.00044033662,0.000068295514,0.00021431554,0.000059949154,0.00022351854,0.000045170123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021848812,0.0014933384,0.0011252372,0.00058071414,0.00017163502,0.0000028727789,0.73311347,3.9920639e-7,0.000001129851,0.015046477,0.046214256,0.20203198],"study_design_scores_gemma":[0.013111205,0.0026952424,0.011718111,0.0006819007,0.000083685125,0.00011446825,0.68669486,0.0003041353,0.00008692988,0.0013960432,0.2819314,0.0011820365],"about_ca_topic_score_codex":0.0021748478,"about_ca_topic_score_gemma":0.00056619965,"teacher_disagreement_score":0.68622094,"about_ca_system_score_codex":0.0004746053,"about_ca_system_score_gemma":0.0016087148,"threshold_uncertainty_score":0.99998355},"labels":[],"label_agreement":null},{"id":"W3133357520","doi":"10.1136/bmjopen-2020-043554","title":"Help-seeking behaviours among older adults: a scoping review protocol","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"CINAHL; PsycINFO; Medicine; Scopus; MEDLINE; Grey literature; Ethnic group; Systematic review; Inclusion (mineral); Protocol (science); Mental health; Gerontology; Medical education; Psychological intervention; Alternative medicine; Nursing; Psychology; Psychiatry; Social psychology","score_opus":0.23734732340557693,"score_gpt":0.5973401635101819,"score_spread":0.35999284010460497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133357520","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.3388122e-7,0.5262153,0.0000013862195,0.000029832607,0.00030383785,0.4646082,0.000027143846,0.000029548974,0.008784414],"genre_scores_gemma":[2.5098224e-8,0.47465524,0.00005958338,0.00029195336,0.00016573058,0.5211113,0.000336096,0.00007202098,0.0033080329],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9949042,0.0011303473,0.0017778317,0.0011347568,0.0003774485,0.00067537575],"domain_scores_gemma":[0.9966434,0.00015000615,0.0014793844,0.001416594,0.00007787362,0.00023272491],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013305228,0.0006779221,0.0034101692,0.00011950017,0.000267721,0.00028460083,0.0014432612,0.00039249109,0.012480166],"category_scores_gemma":[0.00004856263,0.0005300112,0.0005621262,0.0005341145,0.000047721045,0.00028401494,0.0010057808,0.00044067597,0.0005934688],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000107122,0.00019086586,0.00014139657,0.32820964,0.00007678207,0.0002643362,0.000055988974,8.4823054e-10,2.0296803e-10,0.000024462526,0.0080655115,0.6629603],"study_design_scores_gemma":[0.0007825955,0.00005952804,0.000048988073,0.70461684,0.0004678041,0.00008186138,0.00003545853,5.0866408e-8,4.471997e-8,7.8939405e-7,0.29348624,0.00041982462],"about_ca_topic_score_codex":0.00070799084,"about_ca_topic_score_gemma":0.00030949994,"teacher_disagreement_score":0.6625405,"about_ca_system_score_codex":0.00020658562,"about_ca_system_score_gemma":0.0005051252,"threshold_uncertainty_score":0.99971515},"labels":[],"label_agreement":null},{"id":"W3133686830","doi":"10.1186/s13033-021-00442-6","title":"Lessons from a theory of change-driven evaluation of a global mental health funding portfolio","year":2021,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Grand Challenges Canada","keywords":"Mental health; Portfolio; Accountability; Theory of change; Business; Project portfolio management; Health administration; Global mental health; Medicine; Medical education; Environmental resource management; Public health; Political science; Finance; Nursing; Project management; Economics; Psychiatry; Management","score_opus":0.23912904441569885,"score_gpt":0.5143317450602062,"score_spread":0.27520270064450736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133686830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9396093,0.031335812,0.00024797439,0.009451409,0.014537877,0.0011210548,0.0020694481,0.000011718269,0.0016154163],"genre_scores_gemma":[0.9974802,0.00058371533,0.0002227353,0.0005638015,0.00068034075,0.00003246433,0.00031270218,0.000016545097,0.00010750076],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99467695,0.0012238296,0.0017999166,0.00025103684,0.0017157338,0.0003325265],"domain_scores_gemma":[0.99590355,0.00010699893,0.002914744,0.00018897373,0.0006173625,0.0002683606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002714134,0.00018363987,0.0006410815,0.00017356728,0.00012404885,0.000026804832,0.00037683587,0.00008092066,0.0007376394],"category_scores_gemma":[0.00002370198,0.0001677114,0.00019762009,0.00020607881,0.000056183675,0.0002479621,0.00008577953,0.00016018099,0.000013634767],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047124294,0.006953502,0.252252,0.0009790518,0.0047976146,0.00019948605,0.037418075,0.00009523107,0.0008428501,0.0708315,0.022227816,0.59869045],"study_design_scores_gemma":[0.053674255,0.0065643014,0.73813534,0.024322467,0.00051044545,0.005199176,0.14202216,0.0031257588,0.0015728438,0.006829262,0.016863229,0.0011807688],"about_ca_topic_score_codex":0.003667533,"about_ca_topic_score_gemma":0.00030064568,"teacher_disagreement_score":0.5975097,"about_ca_system_score_codex":0.0022131023,"about_ca_system_score_gemma":0.00072858,"threshold_uncertainty_score":0.8076634},"labels":[],"label_agreement":null},{"id":"W3133729205","doi":"10.12927/hcpol.2021.26436","title":"Commentary: Time to Improve Access to Psychotherapies – A Family Medicine Perspective","year":2021,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Montfort Hospital; College of Family Physicians of Canada","funders":"","keywords":"Mental health; Toll; Precarity; Perspective (graphical); Anxiety; Psychology; Pandemic; Depression (economics); Cognition; Psychiatry; Coronavirus disease 2019 (COVID-19); Public relations; Medicine; Political science","score_opus":0.07419408358346684,"score_gpt":0.4870347429048995,"score_spread":0.41284065932143266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133729205","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10968279,0.002664599,0.00003693386,0.8421662,0.0010160601,0.0015906938,0.00021636364,0.00014451137,0.04248185],"genre_scores_gemma":[0.38013208,0.00012969587,0.00032351768,0.60114413,0.002644107,0.0007167763,0.00008762275,0.00008198832,0.014740108],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973517,0.00030182998,0.00044020402,0.00076491997,0.00029631236,0.0008450003],"domain_scores_gemma":[0.99797493,0.00012753831,0.000100690944,0.0007106983,0.00025214365,0.0008339961],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020088423,0.0003080126,0.00047959952,0.00039528136,0.0003151166,0.0000583588,0.00041645695,0.00012110043,0.0043654297],"category_scores_gemma":[0.00004443637,0.0002748174,0.00007322797,0.0011492567,0.000058419046,0.00012912114,0.00014489972,0.00022291401,0.003100434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008724185,0.00065471994,0.0033843853,0.00016547737,0.00023019442,0.00014552794,0.034358684,5.5741214e-7,0.0011118216,0.027674517,0.7290322,0.20236948],"study_design_scores_gemma":[0.0065424107,0.0043038377,0.20643885,0.0006093208,0.000063877,0.000080500875,0.019655205,0.00000553826,0.0007417609,0.011969183,0.7485088,0.0010807225],"about_ca_topic_score_codex":0.07482976,"about_ca_topic_score_gemma":0.0023103398,"teacher_disagreement_score":0.27044928,"about_ca_system_score_codex":0.0007570934,"about_ca_system_score_gemma":0.00015918654,"threshold_uncertainty_score":0.9999704},"labels":[],"label_agreement":null},{"id":"W3133799399","doi":"10.21203/rs.3.rs-96291/v1","title":"Depression: Improving Health Processes and Outcomes Through Implementation Science Research in China","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary; Centre for Addiction and Mental Health; York University","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"China; Health science; Depression (economics); Psychology; Political science; Medicine; Medical education; Economics","score_opus":0.33145366489986366,"score_gpt":0.6294715057186983,"score_spread":0.2980178408188346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133799399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9063977,0.021679273,0.00013422291,0.039721537,0.0009849069,0.0202622,0.0005064737,0.00030612093,0.010007567],"genre_scores_gemma":[0.98822814,0.003150536,0.0006210461,0.00016320868,0.0006060086,0.0060490267,0.00038235827,0.0001753924,0.000624257],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.96576715,0.009805457,0.0018209027,0.0045820423,0.011104688,0.0069197468],"domain_scores_gemma":[0.98764324,0.004731645,0.00038770208,0.002300335,0.003148287,0.0017887715],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.044271003,0.0008437059,0.0013913219,0.005088928,0.0054147416,0.0018208409,0.0035142642,0.0006715346,0.0012134406],"category_scores_gemma":[0.002739308,0.00073455065,0.00016169493,0.009981506,0.0036273778,0.0012865381,0.009902633,0.010883734,0.00042671742],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0017654033,0.003428658,0.39615837,0.03316238,0.0001891694,0.0010342523,0.075287215,0.000013864932,0.00042013603,0.010877295,0.017933002,0.45973024],"study_design_scores_gemma":[0.006952454,0.005289191,0.8422395,0.0060180924,0.000016923885,0.00003867598,0.07500982,0.00039557464,0.0017961437,0.05623259,0.0045146877,0.0014963495],"about_ca_topic_score_codex":0.08826138,"about_ca_topic_score_gemma":0.006817069,"teacher_disagreement_score":0.4582339,"about_ca_system_score_codex":0.0038336331,"about_ca_system_score_gemma":0.008629617,"threshold_uncertainty_score":0.99999046},"labels":[],"label_agreement":null},{"id":"W3134575015","doi":"10.24095/hpcdp.41.3.03","title":"Structural determinants of stigma across health and social conditions: a rapid review and conceptual framework to guide future research and intervention","year":2021,"lang":"en","type":"review","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; McGill University; Public Health Agency of Canada","funders":"","keywords":"Stigma (botany); Social determinants of health; PsycINFO; Thematic analysis; Conceptual framework; Social stigma; Psychological intervention; Public health; Health care; Psychology; Health equity; Grey literature; Public relations; MEDLINE; Medicine; Qualitative research; Political science; Nursing; Sociology; Family medicine; Social science; Psychiatry","score_opus":0.17086215318455839,"score_gpt":0.5524289787253508,"score_spread":0.3815668255407924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134575015","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0101043545,0.9824415,0.0000044620037,0.0024439017,0.00031158075,0.003801278,0.00087692373,0.000008334187,0.000007681385],"genre_scores_gemma":[0.00932855,0.98817796,0.000030275905,0.0004740922,0.00014940767,0.000786519,0.0007876922,0.000025251813,0.0002402352],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952307,0.0018745916,0.0012973956,0.0006892499,0.00031486969,0.0005932004],"domain_scores_gemma":[0.99824286,0.00012686262,0.0006573667,0.0002159763,0.000094348616,0.0006625696],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011407007,0.00029916284,0.0013493194,0.00013284286,0.0005881962,0.000040622952,0.00009817155,0.0001485269,0.00045314713],"category_scores_gemma":[0.00004113935,0.00027996514,0.0000770487,0.00032666585,0.00019660933,0.00010506649,0.00015700104,0.00046524848,0.0000010009093],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015820735,0.00010055977,0.0004392603,0.1275671,0.00003795676,0.000011915123,0.00046685128,6.10127e-9,2.0965851e-9,0.0010486506,0.0022656063,0.8680463],"study_design_scores_gemma":[0.004190254,0.0031749946,0.03430064,0.38001403,0.00041232107,0.00016587191,0.012908264,0.000009432376,9.9500376e-8,0.0010177857,0.5628601,0.00094623043],"about_ca_topic_score_codex":0.072580636,"about_ca_topic_score_gemma":0.30719963,"teacher_disagreement_score":0.86710006,"about_ca_system_score_codex":0.001473257,"about_ca_system_score_gemma":0.00391609,"threshold_uncertainty_score":0.99996525},"labels":[],"label_agreement":null},{"id":"W3134762208","doi":"10.1186/s13063-021-05136-5","title":"An integrated community and primary healthcare worker intervention to reduce stigma and improve management of common mental disorders in rural India: protocol for the SMART Mental Health programme","year":2021,"lang":"en","type":"article","venue":"Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council; National Institutes of Health; King's College London; Department of Health and Social Care; National Institute of Mental Health; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Cohort; Mental health; Anxiety; Patient Health Questionnaire; Stigma (botany); Psychiatry; Cohort study; Depression (economics); Family medicine; Internal medicine; Depressive symptoms","score_opus":0.14034725445343912,"score_gpt":0.4990718316170509,"score_spread":0.3587245771636117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134762208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7685161,0.00054238224,0.000032058342,0.005232665,0.00037975525,0.2249433,0.00021729969,0.00002812177,0.00010830668],"genre_scores_gemma":[0.81191164,0.00005861843,0.0006123239,0.00043811934,0.000030258008,0.1861798,0.0005449536,0.00002297884,0.0002012749],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99631524,0.0020626334,0.000889706,0.00024603854,0.00013248327,0.00035391885],"domain_scores_gemma":[0.99889225,0.00025771995,0.00036511425,0.00031209498,0.000027445447,0.00014538997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032425134,0.00018454829,0.0005329585,0.00008081457,0.00035911088,0.000053111424,0.0001554226,0.00007273966,0.000051325344],"category_scores_gemma":[0.000015959058,0.00013269881,0.00006939698,0.00021531135,0.00007908304,0.00010577236,0.00013355474,0.00021426739,0.0000011947467],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004014102,0.0024111753,0.017062891,0.0009766872,0.00013434295,0.0000012566534,0.005705152,7.935362e-8,0.00004893595,0.00030620734,0.00041240343,0.9689268],"study_design_scores_gemma":[0.05805283,0.012123805,0.77137774,0.0034170877,0.0001182184,0.000016442686,0.1428891,0.000046991972,0.0011568851,0.0014895498,0.008750418,0.0005608974],"about_ca_topic_score_codex":0.006957669,"about_ca_topic_score_gemma":0.006231475,"teacher_disagreement_score":0.96836585,"about_ca_system_score_codex":0.00019696279,"about_ca_system_score_gemma":0.000035302688,"threshold_uncertainty_score":0.99965507},"labels":[],"label_agreement":null},{"id":"W3134991307","doi":"10.1186/s40359-021-00570-1","title":"Feasibility and acceptability of brief individual interpersonal psychotherapy among university students with mental distress in Ethiopia","year":2021,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Addis Ababa University","keywords":"Attrition; Clinical psychology; Wilcoxon signed-rank test; Mental health; Checklist; Psychology; Distress; Interpersonal communication; Test (biology); Psychiatry; Medicine; Social psychology","score_opus":0.05752235392998999,"score_gpt":0.40542946870285634,"score_spread":0.34790711477286634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134991307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994915,0.0003659629,0.00008004185,0.0001741004,0.00042855614,0.0005300021,0.00019123238,0.000020887855,0.003294179],"genre_scores_gemma":[0.99873173,0.0000779632,0.0004550311,0.00022626373,0.000022870432,0.000013302471,0.00007420131,0.000013622239,0.0003850104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778724,0.00059601583,0.00032154363,0.0007345467,0.00022661228,0.00033407263],"domain_scores_gemma":[0.9991147,0.00011370601,0.0001548276,0.00045492031,0.0000384567,0.0001233912],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035349198,0.00019751368,0.00036318728,0.00010121227,0.000082035855,0.000016578146,0.0003301857,0.00019009468,0.0025617077],"category_scores_gemma":[0.0000056219646,0.0001834843,0.00005931289,0.00028750495,0.00048770514,0.00012829145,0.000073214986,0.00026672316,0.00000658535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002253255,0.002153449,0.98026913,0.00004723355,0.00008721774,0.000054620345,0.0040189754,1.0186435e-7,0.000029743975,0.00038820872,0.00012419304,0.010573869],"study_design_scores_gemma":[0.0088639045,0.00033090686,0.9872735,0.000027077545,0.000021990396,0.00003176624,0.002793782,0.0000011722515,0.000049347575,0.00018347958,0.0002744888,0.0001485822],"about_ca_topic_score_codex":0.0005145378,"about_ca_topic_score_gemma":0.009241572,"teacher_disagreement_score":0.010425286,"about_ca_system_score_codex":0.00008354932,"about_ca_system_score_gemma":0.0000325761,"threshold_uncertainty_score":0.9983501},"labels":[],"label_agreement":null},{"id":"W3135592011","doi":"10.1016/j.jad.2021.02.031","title":"Erratum to “The Relation Between Perceived Injustice and Symptom Severity in Individuals with Major Depression: A Cross-Lagged Panel Study”. [JAD 274C (2020) 289– 297]","year":2021,"lang":"en","type":"erratum","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Disability Prevention and Rehabilitation; McGill University","funders":"","keywords":"Depression (economics); Psychology; Injustice; Clinical psychology; Relation (database); Developmental psychology; Social psychology; Economics; Data mining; Computer science","score_opus":0.02014902286570778,"score_gpt":0.35363721924860914,"score_spread":0.33348819638290134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135592011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835375,0.0036592912,0.000042377887,0.00075617625,0.005316597,0.002332338,0.00008973319,0.000017179646,0.0042488365],"genre_scores_gemma":[0.99108446,0.0002639359,0.000064966,0.00025196557,0.00090582547,0.0001694756,0.00014572858,0.00007835308,0.007035316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99563134,0.0014256554,0.0008951316,0.0007110558,0.00078358944,0.0005532367],"domain_scores_gemma":[0.99726725,0.0006400748,0.0011038476,0.00042993596,0.000281618,0.00027728936],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011595098,0.0005744765,0.0010732712,0.00043879947,0.00049788324,0.00021721779,0.00046870907,0.00055750663,0.00022727858],"category_scores_gemma":[0.00024681317,0.00039292208,0.00015049518,0.00085151196,0.0001337849,0.00038190573,0.00015982032,0.0024181164,0.000016432401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006517438,0.0009420479,0.9003472,0.00018020914,0.0009280161,0.00018419113,0.018943945,0.000016129756,0.0000022129482,0.0000022919937,0.06566571,0.012136354],"study_design_scores_gemma":[0.005216935,0.0018514054,0.9706253,0.00076102774,0.00070551725,0.000066095665,0.01759825,0.0000037716297,0.0000010122877,0.000120569835,0.0026590992,0.0003910276],"about_ca_topic_score_codex":0.0011908185,"about_ca_topic_score_gemma":0.0045425673,"teacher_disagreement_score":0.07027814,"about_ca_system_score_codex":0.00034353882,"about_ca_system_score_gemma":0.00024567504,"threshold_uncertainty_score":0.99988335},"labels":[],"label_agreement":null},{"id":"W3135937474","doi":"10.1177/00207640211001084","title":"Predicting rejection attitudes toward utilizing formal mental health services in Muslim women in the US: Results from the Muslims’ perceptions and attitudes to mental health study","year":2021,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Guelph","funders":"","keywords":"Mental health; Stigma (botany); Perception; Psychology; Multilevel model; Middle Eastern Mental Health Issues & Syndromes; Clinical psychology; Help-seeking; Health care; Scale (ratio); Psychiatry; Social psychology; Mental illness; Political science","score_opus":0.03813933784518664,"score_gpt":0.41202129920952274,"score_spread":0.3738819613643361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135937474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9391239,0.00049284037,0.0000028658687,0.05621154,0.0031687745,0.00055417424,0.00020177959,0.000009360032,0.0002347277],"genre_scores_gemma":[0.99236786,0.00018064484,0.00012979131,0.006028584,0.0011468588,0.000032872886,0.00007839767,0.000013027323,0.000021986494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971396,0.0006230621,0.00096421264,0.00027196595,0.0005955087,0.00040566473],"domain_scores_gemma":[0.99905384,0.00012508585,0.0005210138,0.00010981204,0.0000784206,0.000111806374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020058437,0.00016063979,0.00027688636,0.00016506122,0.00058996305,0.00014976096,0.0004216553,0.00005641067,0.00009765919],"category_scores_gemma":[0.0000138335245,0.00011622948,0.000079525846,0.0002522727,0.00003837701,0.00036338388,0.00012413,0.0004320357,0.00000549608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005579674,0.0012341347,0.5792624,0.00001755078,0.00014653282,0.000010713152,0.41299748,0.0000043765676,0.0000044600465,0.00006945414,0.00051538675,0.0051795444],"study_design_scores_gemma":[0.0022979504,0.0003108096,0.59420735,0.00018348347,0.0000040892764,0.000033422377,0.4027273,0.0000057358675,1.947118e-7,0.00006453089,0.000116514326,0.00004861279],"about_ca_topic_score_codex":0.0051343665,"about_ca_topic_score_gemma":0.026539918,"teacher_disagreement_score":0.053243898,"about_ca_system_score_codex":0.00076637586,"about_ca_system_score_gemma":0.0001988255,"threshold_uncertainty_score":0.9912232},"labels":[],"label_agreement":null},{"id":"W3137242450","doi":"10.26719/emhj.21.021","title":"What did we learn from a pilot trial to inform the scale-up of a training based on the Mental Health Gap Action Programme in Tunisia?","year":2021,"lang":"en","type":"article","venue":"Eastern Mediterranean Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Training (meteorology); Scale (ratio); Mental health; Action (physics); Psychology; Medicine; Medical education; Psychiatry; Geography","score_opus":0.30914070254871767,"score_gpt":0.44053973077222774,"score_spread":0.13139902822351007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137242450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.727852,0.0015820847,0.00013097591,0.25531927,0.012376175,0.0024344663,0.00004150264,0.000024424584,0.00023910681],"genre_scores_gemma":[0.97670215,0.00044485857,0.00014169817,0.019872654,0.0019956897,0.00018404603,0.000098420474,0.000041378677,0.0005190874],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9947418,0.0015949192,0.0013717957,0.000374609,0.0009294489,0.000987407],"domain_scores_gemma":[0.9975552,0.00044849885,0.00084813795,0.000440887,0.000061447114,0.000645825],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030589302,0.00029493278,0.0005945085,0.0002312819,0.00081402255,0.0002382201,0.00042041825,0.00008505142,0.0011947943],"category_scores_gemma":[0.000058070553,0.0001795998,0.00015503875,0.0005117134,0.00007523989,0.00032885335,0.000053734624,0.0010758043,0.00007700908],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024319453,0.0008986645,0.0008193897,0.00010025781,0.00005203205,0.00003370907,0.087876156,0.000008738536,0.000009529123,0.000032186035,0.0029254663,0.88292444],"study_design_scores_gemma":[0.23321415,0.045744892,0.029490542,0.013504452,0.0000793779,0.000800523,0.5797323,0.0050435425,0.00015566811,0.00083079346,0.09028115,0.0011226231],"about_ca_topic_score_codex":0.0007828896,"about_ca_topic_score_gemma":0.0026689712,"teacher_disagreement_score":0.8818018,"about_ca_system_score_codex":0.0004912577,"about_ca_system_score_gemma":0.00068805984,"threshold_uncertainty_score":0.99971825},"labels":[],"label_agreement":null},{"id":"W3137877919","doi":"10.31372/20200504.1115","title":"Chronic Pain and Mood Disorders in Asian Americans","year":2021,"lang":"en","type":"article","venue":"Asian/Pacific Island Nursing Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"Mood; Mood disorders; Anxiety; Psychiatry; Depression (economics); Medicine; Chronic pain; Odds ratio; Pain disorder; Epidemiology; Clinical psychology; Psychology; Internal medicine","score_opus":0.01378718828014716,"score_gpt":0.3288423962451383,"score_spread":0.31505520796499115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137877919","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33331072,0.009869459,0.0024783893,0.03389468,0.004083118,0.0004913439,0.000025492223,0.000060919745,0.6157859],"genre_scores_gemma":[0.9971265,0.0002800584,0.00024839694,0.0000644125,0.00045393073,0.000012255668,0.000019047091,0.000026484835,0.0017688839],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981301,0.00045466874,0.0003475079,0.00031580028,0.00017151258,0.0005804565],"domain_scores_gemma":[0.99940073,0.000063782914,0.00013563615,0.0001901903,0.000020902015,0.0001887508],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041180055,0.00019219833,0.00026954844,0.00017364153,0.0003385886,0.000114793766,0.0001076201,0.000104229985,0.0009821089],"category_scores_gemma":[0.00001535576,0.00017350326,0.0000694959,0.00033284933,0.0001336266,0.00013881178,0.000011585783,0.00046530188,0.000035352947],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079530175,0.00034727264,0.072206266,0.000021903768,0.000046069857,0.00016132515,0.007278153,0.0000011055466,0.00003499813,0.00032412264,0.0033833578,0.9161159],"study_design_scores_gemma":[0.010334473,0.0022082378,0.85300183,0.0018321502,0.00012837842,0.0032494194,0.09001291,0.00023101614,0.00008711917,0.014968456,0.02301129,0.00093471335],"about_ca_topic_score_codex":0.00003892563,"about_ca_topic_score_gemma":0.000725669,"teacher_disagreement_score":0.91518116,"about_ca_system_score_codex":0.00026995665,"about_ca_system_score_gemma":0.000084581654,"threshold_uncertainty_score":0.99993116},"labels":[],"label_agreement":null},{"id":"W3152214315","doi":"10.1177/00912174211007675","title":"Integration of mental health comorbidity in medical specialty programs in 20 countries","year":2021,"lang":"en","type":"article","venue":"The International Journal of Psychiatry in Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Specialty; Mental health; Medicine; Curriculum; Family medicine; Content analysis; Medical education; Comorbidity; Psychology; Psychiatry; Sociology","score_opus":0.05552071146089122,"score_gpt":0.4326369557058701,"score_spread":0.37711624424497886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152214315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8232081,0.0038184298,0.000037273527,0.16427349,0.0068816924,0.00020138192,0.000008355083,0.000002461107,0.0015688442],"genre_scores_gemma":[0.99467313,0.001478367,0.00026206695,0.00241097,0.0009978313,0.0000071604877,0.000053034335,0.000007106512,0.00011035094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722,0.00030182273,0.0012280649,0.00012349382,0.0009484461,0.00017819078],"domain_scores_gemma":[0.99898666,0.00012945302,0.0005565485,0.000114616865,0.00013265583,0.00008003496],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020885332,0.000105294435,0.0003617947,0.0002760417,0.000027659376,0.000008217368,0.00045057794,0.00006791153,0.0018979132],"category_scores_gemma":[0.000079281715,0.00006768541,0.000049231327,0.0002964964,0.00015200692,0.0000951589,0.000038294063,0.00047894195,0.0000054678135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001954277,0.0030530975,0.8428745,0.00008117518,0.00013887917,0.0004411018,0.016203538,0.0000068482404,0.000056741792,0.024348738,0.016984109,0.09385699],"study_design_scores_gemma":[0.020171963,0.001899965,0.9116557,0.007961948,0.00002245753,0.0011805629,0.03336092,0.00015497644,0.00012372874,0.015031694,0.008238626,0.00019742704],"about_ca_topic_score_codex":0.0015825378,"about_ca_topic_score_gemma":0.044395894,"teacher_disagreement_score":0.17146504,"about_ca_system_score_codex":0.0002900739,"about_ca_system_score_gemma":0.0003387944,"threshold_uncertainty_score":0.9990145},"labels":[],"label_agreement":null},{"id":"W3152777355","doi":"10.11604/pamj.2021.38.389.26838","title":"Mental health capacity building in Mali by training rural general practitioners and raising community awareness","year":2021,"lang":"en","type":"article","venue":"Pan African Medical Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Martha's Regional Hospital","funders":"","keywords":"Mental health; Psychological intervention; Medicine; Intervention (counseling); Baseline (sea); Test (biology); Family medicine; Psychiatry","score_opus":0.09617103557707192,"score_gpt":0.4157547756955489,"score_spread":0.319583740118477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152777355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849379,0.0012108348,0.0004256154,0.010947512,0.00084552343,0.00012560454,0.000036640242,0.000020965645,0.0014493878],"genre_scores_gemma":[0.99620914,0.00027289265,0.0007418591,0.0022884924,0.00028432204,0.000011382547,0.000065074586,0.00001744832,0.00010937131],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99634117,0.0018000068,0.00055828353,0.00018270635,0.00051091524,0.0006069222],"domain_scores_gemma":[0.9986055,0.00025234374,0.00025433634,0.00013457365,0.000030454756,0.0007227982],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019610673,0.00017012098,0.00036928288,0.000109505425,0.0010485,0.000093390285,0.0001829112,0.000110110945,0.0011094955],"category_scores_gemma":[0.00012716344,0.00015457986,0.000054442502,0.00024532925,0.00019369746,0.00019927321,0.000079187834,0.001381688,0.0000046037862],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033798793,0.0021079516,0.19542174,0.00015280074,0.00025693167,0.0009711822,0.08054423,0.0000015041162,0.0014352563,0.0019523927,0.015696682,0.70112133],"study_design_scores_gemma":[0.021698417,0.0012731742,0.6374534,0.0025217407,0.000086212116,0.022474127,0.28578737,0.00058589043,0.00050692423,0.004791907,0.021375023,0.0014458096],"about_ca_topic_score_codex":0.0031338625,"about_ca_topic_score_gemma":0.00048077467,"teacher_disagreement_score":0.69967556,"about_ca_system_score_codex":0.00035684856,"about_ca_system_score_gemma":0.00029025562,"threshold_uncertainty_score":0.9998036},"labels":[],"label_agreement":null},{"id":"W3153920728","doi":"10.3389/fpubh.2021.652876","title":"Public Stigma Toward Female and Male Opium and Heroin Users. An Experimental Test of Attribution Theory and the Familiarity Hypothesis","year":2021,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Clinical Research Institute","funders":"","keywords":"Addiction; Attribution; Psychology; Vignette; Stigma (botany); Clinical psychology; Heroin; Psychiatry; Context (archaeology); Social psychology; Drug","score_opus":0.10851865359890223,"score_gpt":0.35043198325977126,"score_spread":0.24191332966086904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153920728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709186,0.017501606,0.0004915021,0.008795832,0.00050957716,0.0006498195,0.00008737842,0.000024114996,0.0010215815],"genre_scores_gemma":[0.9959094,0.0010879849,0.0012040681,0.0011437248,0.00005095777,0.00009706305,0.000052848623,0.000017081024,0.00043685222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971069,0.0012848723,0.0004337594,0.00047310238,0.00017467217,0.00052669656],"domain_scores_gemma":[0.99877673,0.00035000296,0.00017165957,0.0003191857,0.00004679104,0.0003356035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018781302,0.00018030746,0.0004509034,0.00014088093,0.00030371238,0.0001008303,0.00013963175,0.00013062016,0.0001836732],"category_scores_gemma":[0.00016082879,0.00014541218,0.000031108266,0.00030379576,0.00051128987,0.00038146807,0.00011605903,0.00020379337,0.000001434257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026605156,0.00095536036,0.8697779,0.00020695386,0.00005774473,0.0000152534685,0.010529637,4.2399815e-8,0.000024423929,0.026904175,0.0022250018,0.089037456],"study_design_scores_gemma":[0.0072420575,0.00055333733,0.9224914,0.000056713816,0.000018194862,0.000106079264,0.062151365,0.00016040268,0.0002701588,0.0031122623,0.0035635007,0.00027457546],"about_ca_topic_score_codex":0.0006194853,"about_ca_topic_score_gemma":0.00010695298,"teacher_disagreement_score":0.08876289,"about_ca_system_score_codex":0.00016646972,"about_ca_system_score_gemma":0.00017004888,"threshold_uncertainty_score":0.59297365},"labels":[],"label_agreement":null},{"id":"W3154017853","doi":"10.1186/s13063-020-04776-3","title":"Correction to: Task sharing for the care of severe mental disorders in a low-income country (TaSCS): study protocol for a randomised, controlled, non-inferiority trial","year":2020,"lang":"en","type":"erratum","venue":"Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; Dr. Everett Chalmers Regional Hospital","funders":"","keywords":"Protocol (science); Medicine; Alternative medicine; Task (project management); Randomized controlled trial; Psychiatry; Pathology","score_opus":0.06828850811349058,"score_gpt":0.4613245200542292,"score_spread":0.3930360119407386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154017853","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010031955,0.00012324807,0.00008319025,0.00023265164,0.06529301,0.92908955,0.0008634815,0.00004347929,0.0032682123],"genre_scores_gemma":[0.016827378,0.0000093247245,0.000016971608,0.00009898207,0.00364395,0.96686596,0.0004913175,0.00008832818,0.011957784],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9947279,0.00083540723,0.0025672142,0.00089082087,0.00042776577,0.00055088976],"domain_scores_gemma":[0.9931242,0.0044354233,0.0016527633,0.00053576025,0.00012034349,0.00013153015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037606389,0.00059900683,0.0033655718,0.00021284117,0.00034545088,0.00009835495,0.000612134,0.00043672576,0.00032404106],"category_scores_gemma":[0.0013304276,0.00039973317,0.00084350246,0.00030126047,0.000039474264,0.00008680782,0.000121999605,0.0005338331,0.0000107975875],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.78839093,0.0011782189,0.00047641277,0.0010192305,0.0007631333,0.0000020644502,0.004211274,0.0000074713575,0.0000016581097,0.0000063907423,0.19919734,0.0047458857],"study_design_scores_gemma":[0.93231404,0.006168262,0.0004341104,0.0006933348,0.00073166273,8.2454403e-7,0.003976469,0.00019558881,0.000003808892,0.00004903438,0.055045415,0.0003874512],"about_ca_topic_score_codex":0.0019529017,"about_ca_topic_score_gemma":0.0050518974,"teacher_disagreement_score":0.14415193,"about_ca_system_score_codex":0.00041132976,"about_ca_system_score_gemma":0.00028009183,"threshold_uncertainty_score":0.99984545},"labels":[],"label_agreement":null},{"id":"W3154639378","doi":"10.2196/25009","title":"Promoting the Mental Health of University Students in China: Protocol for Contextual Assessment to Inform Intervention Design and Adaptation","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University; Regent Park Community Health Centre; Toronto Western Hospital; University of Toronto; University Health Network; Toronto Metropolitan University","funders":"National Natural Science Foundation of China; National Science Foundation","keywords":"Mental health; Focus group; Stigma (botany); Medical education; Psychology; Mental illness; Applied psychology; Medicine; Nursing; Psychiatry; Sociology","score_opus":0.36860471024782515,"score_gpt":0.6430807640467635,"score_spread":0.27447605379893836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154639378","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01663818,9.5258815e-7,0.00090598187,0.0015912802,0.0000069022826,0.98061556,0.000014033621,0.000010300317,0.00021682416],"genre_scores_gemma":[0.027962739,8.856278e-8,0.0014249604,0.000033006767,0.000013508843,0.9696849,0.000014185576,0.00000910789,0.00085751683],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99720246,0.0013288234,0.0003871567,0.00026241175,0.0004522619,0.0003668746],"domain_scores_gemma":[0.9992068,0.0002049498,0.0001620304,0.00017869411,0.00014295876,0.0001045731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041171,0.000091855756,0.00016992357,0.00014375408,0.000374631,0.00006141218,0.00023139891,0.000046072146,0.000106344145],"category_scores_gemma":[0.000039185034,0.00007152257,0.000035164856,0.00041360734,0.000056718054,0.00016572716,0.00021550944,0.00020814355,0.000004424121],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017837342,0.012634361,0.09406415,0.0056388965,0.00013940972,0.00003719566,0.07288276,0.000011715814,0.00046722533,0.008875036,0.007865832,0.7795461],"study_design_scores_gemma":[0.053371426,0.025476057,0.741593,0.009249618,0.0000032414628,0.000013392886,0.041890882,0.0020786405,0.0018424259,0.00087377644,0.123233326,0.000374218],"about_ca_topic_score_codex":0.00018182541,"about_ca_topic_score_gemma":0.00021034843,"teacher_disagreement_score":0.7791719,"about_ca_system_score_codex":0.00037326198,"about_ca_system_score_gemma":0.00016570363,"threshold_uncertainty_score":0.29166058},"labels":[],"label_agreement":null},{"id":"W3154920948","doi":"10.1371/journal.pone.0250414","title":"Mental health disorders research in the countries of the Organisation of Islamic Cooperation (OIC), 2008–17, and the disease burden: Bibliometric study","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; UK Research and Innovation; Iran National Science Foundation; European Commission; Pfizer","keywords":"Mental health; Harm; Medicine; Psychiatry; Islam; Bibliometrics; Burden of disease; Stigma (botany); Disease; Environmental health; Psychology; Geography; Pathology; Library science","score_opus":0.10768242368906619,"score_gpt":0.4061365158189769,"score_spread":0.2984540921299107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154920948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734404,0.0047421735,0.0000012480369,0.019303426,0.00005695875,0.0019950613,0.00004304821,0.000003910289,0.00041373982],"genre_scores_gemma":[0.9976377,0.0016183653,0.000004372411,0.0002445139,0.000031917247,0.00012114508,0.00002948215,0.000006676639,0.00030582835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737567,0.0013663224,0.00029944463,0.0001712278,0.0006082832,0.00017907126],"domain_scores_gemma":[0.9989813,0.0004643192,0.00011426652,0.00032651884,0.000090170935,0.000023424607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001461083,0.00007206272,0.00017972481,0.0010570339,0.00034082343,0.00003459322,0.00018973942,0.000023218108,0.00022260348],"category_scores_gemma":[0.0000691457,0.000037041333,0.000018844308,0.008481837,0.00033034888,0.0000724167,0.000073202864,0.00014774017,0.000007219602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015354522,0.019654011,0.8624135,0.00064851216,0.00036573323,0.000006499485,0.090369545,0.0000053448316,0.0002943593,0.015972672,0.003153984,0.0055803773],"study_design_scores_gemma":[0.0064757303,0.00074119546,0.9523436,0.00017392867,0.00008611301,0.0000014270164,0.03808152,0.00014445726,0.0004060415,0.0013812917,0.000076751705,0.00008795755],"about_ca_topic_score_codex":0.0015053032,"about_ca_topic_score_gemma":0.0013080244,"teacher_disagreement_score":0.08993008,"about_ca_system_score_codex":0.000053407388,"about_ca_system_score_gemma":0.00009746496,"threshold_uncertainty_score":0.40752414},"labels":[],"label_agreement":null},{"id":"W3156276376","doi":"10.2147/jmdh.s280200","title":"Economic and Humanistic Burden Associated with Depression and Anxiety Among Adults with Non-Communicable Chronic Diseases (NCCDs) in the United States","year":2021,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"Pfizer","keywords":"Major depressive disorder; Generalized anxiety disorder; Medicine; Depression (economics); Anxiety; Psychiatry; Quality of life (healthcare); Odds ratio; Clinical psychology; Cognition; Internal medicine","score_opus":0.017608365410813818,"score_gpt":0.33597012271950405,"score_spread":0.3183617573086902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156276376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98899233,0.007520429,0.0000032309015,0.0028602337,0.00008205533,0.00042230161,0.00005586792,0.000008348889,0.000055221888],"genre_scores_gemma":[0.9975475,0.0019331172,0.00006213412,0.000080600985,0.00009132686,0.00003136322,0.00016576784,0.000022581851,0.0000655871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998325,0.00047415934,0.0004462776,0.00025010793,0.00017432685,0.000330123],"domain_scores_gemma":[0.998582,0.00038875485,0.0004496245,0.00027734588,0.000103450344,0.00019880605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033433596,0.0001921976,0.0003797712,0.00012599012,0.00047236937,0.00005341666,0.00018694282,0.00009026698,0.000042136966],"category_scores_gemma":[0.000010950744,0.00011271305,0.000031369065,0.00018585847,0.00014399216,0.00020850768,0.00010609811,0.00045742706,0.0000012170883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012112383,0.0003012112,0.98283726,0.00026920185,0.00008697314,0.00045076033,0.011754405,0.00028350606,0.000002975873,0.000017866392,0.00011448398,0.0026701263],"study_design_scores_gemma":[0.0048411554,0.0013936817,0.9679123,0.0018153184,0.00007171065,0.0001972461,0.021968208,0.0015448706,0.0000073113147,0.00006638944,0.00004552918,0.00013625422],"about_ca_topic_score_codex":0.0025134077,"about_ca_topic_score_gemma":0.013347483,"teacher_disagreement_score":0.014924927,"about_ca_system_score_codex":0.0002678721,"about_ca_system_score_gemma":0.0001548534,"threshold_uncertainty_score":0.7448209},"labels":[],"label_agreement":null},{"id":"W3156662582","doi":"10.1093/acrefore/9780190236557.013.627","title":"Situating Mental Disorders in Cultural Frames","year":2021,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Social psychology; Psychology; Distress; Ideology; Ethnic group; Expression (computer science); Cultural identity; Sociology; Politics; Psychotherapist; Political science; Feeling","score_opus":0.09613262812960084,"score_gpt":0.48695976819345166,"score_spread":0.39082714006385083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156662582","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.083996855,0.01837739,0.000004749749,0.0014893133,0.0055755014,0.0015094755,0.0002149266,0.000037514117,0.8887943],"genre_scores_gemma":[0.031836808,0.73768705,0.0005425169,0.00022191324,0.0012646064,0.0011835822,0.0025558851,0.0001409578,0.2245667],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928786,0.0016751463,0.0012284503,0.0014017052,0.0010257411,0.0017903345],"domain_scores_gemma":[0.9973575,0.0007827462,0.0003960694,0.0009738291,0.00019729984,0.00029255793],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0011597137,0.0005688571,0.0011301931,0.0010644326,0.00028110898,0.000044846613,0.0010657299,0.001297645,0.009123933],"category_scores_gemma":[0.000200684,0.0005001357,0.00026962758,0.0012051553,0.000625214,0.00016933198,0.00044361563,0.0029867105,0.00022420274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000272651,0.0013398268,0.023035966,0.00044850112,0.0001648594,0.00013086609,0.0028544567,1.6280524e-7,0.0000016687143,0.0007459477,0.2452438,0.7257613],"study_design_scores_gemma":[0.0026486309,0.0007767936,0.03914178,0.00078922015,0.0000284626,0.000028386441,0.0052392683,0.0000021286548,0.0000026013388,0.0019794211,0.94888264,0.00048066032],"about_ca_topic_score_codex":0.0020791062,"about_ca_topic_score_gemma":0.0043898844,"teacher_disagreement_score":0.72528064,"about_ca_system_score_codex":0.00029852916,"about_ca_system_score_gemma":0.00024487186,"threshold_uncertainty_score":0.99999887},"labels":[],"label_agreement":null},{"id":"W3157260163","doi":"10.1177/00986283211015359","title":"The Impact of Strengths-Based Assessment Education on Undergraduate Students’ Knowledge of Disorders and Mental Illness Stigma","year":2021,"lang":"en","type":"article","venue":"Teaching of Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stigma (botany); Mental illness; Psychology; Psychopathology; Abnormal psychology; Anxiety; Clinical psychology; Psychiatry; Mental health","score_opus":0.023275426566660932,"score_gpt":0.498383068941628,"score_spread":0.47510764237496705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157260163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98468155,0.0009806413,0.00005888793,0.00088377466,0.0009668991,0.00033286517,0.000026657193,0.0000109953135,0.012057721],"genre_scores_gemma":[0.9991793,0.00014097466,0.00014150319,0.000051419054,0.000028361203,0.000039041624,0.0000469641,0.000016147274,0.00035628484],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982406,0.0006673136,0.00043927977,0.00028730626,0.00014612671,0.0002193798],"domain_scores_gemma":[0.9986522,0.00047740038,0.00035075724,0.00041264945,0.000045013283,0.000061985185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047813184,0.00016187181,0.00028986746,0.000109703935,0.00020613465,0.000009727462,0.00024148767,0.00007811488,0.00010421219],"category_scores_gemma":[0.000028487682,0.000115870535,0.00010542927,0.00011990333,0.00019485787,0.000035763074,0.000047935668,0.00022383344,0.0000037305076],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046762076,0.008036665,0.43659154,0.000109998284,0.00039325596,0.0000013842906,0.0033238272,0.000012036759,0.0007132727,0.015137561,0.0023034585,0.5329094],"study_design_scores_gemma":[0.0026311327,0.0012909132,0.9905611,0.00010592985,0.000041556654,0.0000045597008,0.0022749028,0.00002845915,0.00021025298,0.0023539972,0.00037643113,0.000120734316],"about_ca_topic_score_codex":0.00072125497,"about_ca_topic_score_gemma":0.00017349816,"teacher_disagreement_score":0.55396956,"about_ca_system_score_codex":0.00007384366,"about_ca_system_score_gemma":0.00011330315,"threshold_uncertainty_score":0.4725063},"labels":[],"label_agreement":null},{"id":"W3158027866","doi":"10.1186/s13722-021-00232-y","title":"Correction to: Adapting inpatient addiction medicine consult services during the COVID‑19 pandemic","year":2021,"lang":"en","type":"article","venue":"Addiction Science & Clinical Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Centre on Substance Use; St. Paul's Hospital; University of British Columbia","funders":"National Center for Advancing Translational Sciences","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Health psychology; Addiction medicine; Addiction; Public health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Psychiatry; Medicine; Virology; Nursing; Infectious disease (medical specialty); Disease; Pathology","score_opus":0.15596800678595596,"score_gpt":0.5256606100257364,"score_spread":0.3696926032397804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158027866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89883125,0.0010492468,0.0010921068,0.019135777,0.031684324,0.0009724631,0.000019667648,0.00034542556,0.04686974],"genre_scores_gemma":[0.97684497,0.000367741,0.00024455742,0.018565577,0.00089625455,0.00011494805,0.000027279806,0.000014128853,0.0029245608],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956565,0.0010120299,0.0010720119,0.00090252067,0.000877675,0.00047925618],"domain_scores_gemma":[0.99130964,0.0062532495,0.00073374726,0.0005889121,0.00056993286,0.00054452155],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0060135894,0.00018431428,0.00025803802,0.00014813815,0.0020392924,0.000121828714,0.00037802264,0.000120623336,0.00190782],"category_scores_gemma":[0.010904961,0.00013239356,0.00007116314,0.0018373965,0.0005387901,0.0011425352,0.00018328757,0.0007023039,0.00066332583],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034940122,0.002284833,0.2916542,0.00006376171,0.0003341859,0.0002358993,0.014910585,0.00035889156,0.0020244701,0.0016544834,0.06693527,0.6160494],"study_design_scores_gemma":[0.002963277,0.00095784647,0.46897233,0.00019022933,0.0002867216,0.0010623324,0.019146286,0.001056379,0.0001175652,0.00006686772,0.504876,0.00030412961],"about_ca_topic_score_codex":0.0020634758,"about_ca_topic_score_gemma":0.0005395979,"teacher_disagreement_score":0.61574525,"about_ca_system_score_codex":0.00042360718,"about_ca_system_score_gemma":0.00027939738,"threshold_uncertainty_score":0.9992599},"labels":[],"label_agreement":null},{"id":"W3158919403","doi":"10.18733/cpi29598","title":"‘The People’s Psychiatrist’: Chief Madman or Revolutionary Healer?","year":2021,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Editor in chief; Psychoanalysis; Psychology; Management","score_opus":0.5812768616822366,"score_gpt":0.5349527329187598,"score_spread":0.0463241287634768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158919403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9499186,0.025438385,0.000009479368,0.012301106,0.0023438716,0.00028755175,0.0000190238,0.00007646263,0.009605467],"genre_scores_gemma":[0.89720994,0.0038514282,0.00014992962,0.0018811638,0.0016183428,0.00013242966,0.00013684797,0.0000132843,0.09500663],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985477,0.0001760772,0.00030662422,0.00039849122,0.00016068909,0.00041043345],"domain_scores_gemma":[0.99926734,0.00015817734,0.00007319058,0.00022608209,0.000057956033,0.0002172671],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012194781,0.00018502543,0.00021399844,0.000014840444,0.0009788861,0.00006186527,0.0001410184,0.00013055446,0.0026567692],"category_scores_gemma":[0.000022644286,0.00008918969,0.00009078478,0.0002083974,0.00020424169,0.00010827493,0.00009651631,0.00022743206,0.00029824063],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00255957,0.0015223956,0.06368268,0.0002850638,0.0002723195,0.00060841587,0.025575044,6.472726e-7,0.00013630462,0.08218612,0.62123644,0.20193496],"study_design_scores_gemma":[0.0018016862,0.00049693324,0.5258877,0.000053809723,0.000059010672,0.0010172892,0.02539512,0.000010341122,0.0000143988855,0.0021817219,0.44269854,0.00038342885],"about_ca_topic_score_codex":0.00011427477,"about_ca_topic_score_gemma":0.00038911236,"teacher_disagreement_score":0.46220502,"about_ca_system_score_codex":0.00003058924,"about_ca_system_score_gemma":0.000027778407,"threshold_uncertainty_score":0.99825495},"labels":[],"label_agreement":null},{"id":"W3159315690","doi":"10.1111/hex.13242","title":"Patient perspectives on quality of care for depression and anxiety in primary health care teams: A qualitative study","year":2021,"lang":"en","type":"article","venue":"Health Expectations","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wellesley Institute; Institute for Work & Health; University of Ottawa; Université Laval; University of British Columbia; Public Health Ontario; University of Toronto","funders":"University of Toronto","keywords":"Mental health; Focus group; Grounded theory; Qualitative research; Nursing; Anxiety; Health care; Psychology; Collaborative Care; Constructivist grounded theory; Medicine; Psychiatry; Sociology; Political science","score_opus":0.05302821424375637,"score_gpt":0.4960477575927118,"score_spread":0.44301954334895544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159315690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9459576,0.048315603,0.000034095196,0.0011529219,0.00016886069,0.0029504297,0.0003603757,0.000026000189,0.0010340933],"genre_scores_gemma":[0.99648094,0.00016785147,0.0011486133,0.0005849452,0.000024739446,0.0012456835,0.00030110488,0.00001682936,0.000029313818],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99698454,0.0012945415,0.000681816,0.0005240062,0.00020385551,0.00031122362],"domain_scores_gemma":[0.998547,0.00048948516,0.00035800823,0.00026766965,0.00019693519,0.0001408646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018328677,0.00014918647,0.00045451245,0.00013291596,0.00040597143,0.000009707563,0.000048234306,0.000049106427,0.000027818089],"category_scores_gemma":[0.00005257605,0.00014008791,0.000056219553,0.0002560018,0.00003907177,0.000064743814,0.000029280078,0.00013173274,0.0000021303902],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003647709,0.0016122536,0.014745236,0.00075597246,0.000023493772,0.000001384388,0.9556122,0.0000015721873,0.0000030214576,0.0012247382,0.00021085676,0.025444523],"study_design_scores_gemma":[0.0022855052,0.0018419776,0.12509511,0.000108934706,0.0000043969612,6.4036965e-7,0.87042296,6.6678194e-7,0.00002027213,0.00004703107,0.000085972555,0.000086528395],"about_ca_topic_score_codex":0.0027844326,"about_ca_topic_score_gemma":0.0044335932,"teacher_disagreement_score":0.11034988,"about_ca_system_score_codex":0.0007814762,"about_ca_system_score_gemma":0.0003760173,"threshold_uncertainty_score":0.57126194},"labels":[],"label_agreement":null},{"id":"W3159381639","doi":"10.1192/bjo.2021.56","title":"Holy water and biomedicine: a descriptive study of active collaboration between religious traditional healers and biomedical psychiatry in Ethiopia","year":2021,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental illness; Psychiatry; Medicine; Mental health; Modalities; Mood; Family medicine; Sociology","score_opus":0.07449355468444449,"score_gpt":0.4030424323375008,"score_spread":0.3285488776530563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159381639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99021935,0.0004962816,0.000005477685,0.0054186047,0.0005798522,0.0018564167,0.000105359155,0.000008547409,0.001310111],"genre_scores_gemma":[0.99853104,0.00006320545,0.00028561833,0.00031807748,0.00010961375,0.00022698063,0.00028915977,0.000012773482,0.00016350608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849164,0.0002643722,0.0004017864,0.00043319288,0.00018424234,0.00022475074],"domain_scores_gemma":[0.99945515,0.00008547136,0.000091592054,0.00017113294,0.000056802863,0.00013982943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030270676,0.00013987621,0.00034022043,0.0001664533,0.00010524564,0.000041373245,0.00013466793,0.00012686048,0.00017498249],"category_scores_gemma":[0.000008414331,0.00010817953,0.000013777159,0.00037580336,0.00012965631,0.00017522725,0.000087557884,0.00016630371,0.00000751164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003055705,0.0092421435,0.7475952,0.00024650045,0.0006944484,0.00020410439,0.14473228,2.2668581e-7,0.0016466338,0.0018128866,0.02249278,0.06827712],"study_design_scores_gemma":[0.010058294,0.0019871155,0.932328,0.00012204787,0.000058588077,0.000022767386,0.052521963,0.0000018917304,0.00014946262,0.0017464892,0.00085389335,0.00014949418],"about_ca_topic_score_codex":0.0015764409,"about_ca_topic_score_gemma":0.0008066611,"teacher_disagreement_score":0.18473282,"about_ca_system_score_codex":0.00005831465,"about_ca_system_score_gemma":0.0000929195,"threshold_uncertainty_score":0.4411433},"labels":[],"label_agreement":null},{"id":"W3159716563","doi":"10.1136/ebmental-2021-300254","title":"WHO mental health gap action programme (mhGAP) intervention guide: updated systematic review on evidence and impact","year":2021,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":222,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"National Institute of Mental Health; Medical Research Council; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; National Institutes of Health; King's College London; Government of the United Kingdom; Department of Health and Social Care; Health Services and Delivery Research Programme; National Institute for Health and Care Research; World Health Organization","keywords":"Mental health; PsycINFO; Medicine; Psychological intervention; Systematic review; MEDLINE; Psychology; Psychiatry; Political science","score_opus":0.31512185207504473,"score_gpt":0.5579237598203491,"score_spread":0.2428019077453044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159716563","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005394947,0.9660578,0.000019306523,0.0059804404,0.002050506,0.025082292,0.00042631157,0.00022542509,0.00010397641],"genre_scores_gemma":[0.00025330984,0.9837129,0.00013474142,0.005950813,0.00023647968,0.0033394706,0.004476339,0.00017197337,0.0017239599],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9835868,0.006537923,0.004629433,0.0020776745,0.0013286696,0.0018394989],"domain_scores_gemma":[0.99139607,0.0008871788,0.0047005825,0.0015757979,0.00011715707,0.0013231885],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0063809333,0.0015722074,0.0065416684,0.0006220778,0.0010876793,0.00028221938,0.0007267749,0.00043228717,0.0016851973],"category_scores_gemma":[0.00023397926,0.0011903074,0.0014089654,0.0013998547,0.00015907158,0.0007216278,0.00020400954,0.0011122515,0.0005144905],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089430614,0.00066544476,0.000012738234,0.53364086,0.00024667758,0.000017015613,0.00015255601,4.0857294e-8,4.8698663e-8,0.00007042577,0.034623407,0.4304813],"study_design_scores_gemma":[0.001035656,0.0037945858,0.000029271947,0.91997176,0.00074431056,0.00024940821,0.00033024538,0.000007111934,0.0000012564834,0.0000039476554,0.073147796,0.000684668],"about_ca_topic_score_codex":0.003417984,"about_ca_topic_score_gemma":0.00029928127,"teacher_disagreement_score":0.42979667,"about_ca_system_score_codex":0.009055188,"about_ca_system_score_gemma":0.0019313504,"threshold_uncertainty_score":0.99970263},"labels":[],"label_agreement":null},{"id":"W3160344014","doi":"10.2196/25592","title":"Mental Health Promotion and Stigma Reduction Among University Students Using the Reach, Efficacy, Adoption, Implementation, and Maintenance (RE-AIM) Framework: Protocol for a Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta; Regent Park Community Health Centre; Toronto Metropolitan University; University of Toronto","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"Mental health; Empowerment; Mental health literacy; Psychology; Stigma (botany); Psychoeducation; Medical education; Promotion (chess); Mental illness; Nursing; Intervention (counseling); Medicine; Psychiatry; Political science","score_opus":0.3991105395762316,"score_gpt":0.679136760371209,"score_spread":0.28002622079497735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160344014","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14395778,0.0000035539706,0.0015453513,0.0010887434,0.000029311397,0.85328144,0.000026089489,0.00003626148,0.000031467123],"genre_scores_gemma":[0.023849944,0.0000011862029,0.0058061187,0.00001871721,0.00009267272,0.9695635,0.00002909946,0.000027115613,0.0006116877],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99369687,0.003937137,0.0004337018,0.00071255333,0.00056791113,0.0006518104],"domain_scores_gemma":[0.9985273,0.00024890213,0.00026472894,0.00041448988,0.0003347252,0.00020985282],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0043589417,0.00019741997,0.00026228663,0.00015451948,0.0019652105,0.00021544477,0.00025410112,0.000103550396,0.00016941188],"category_scores_gemma":[0.000053110776,0.00015687873,0.00004308853,0.0005580982,0.00024315405,0.0002968544,0.0003446098,0.0004277879,0.0000020922653],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00783108,0.021441666,0.35330474,0.0025712256,0.00048285065,0.000053711752,0.047831383,0.0000028391637,0.00083653803,0.004007989,0.021398239,0.5402377],"study_design_scores_gemma":[0.02800904,0.009308269,0.77602065,0.002338453,0.000022292626,0.000052231928,0.15358919,0.00011663254,0.0009059051,0.0013790025,0.027837617,0.00042070975],"about_ca_topic_score_codex":0.0003519615,"about_ca_topic_score_gemma":0.00020005171,"teacher_disagreement_score":0.53981704,"about_ca_system_score_codex":0.00044626545,"about_ca_system_score_gemma":0.00016661685,"threshold_uncertainty_score":0.9993341},"labels":[],"label_agreement":null},{"id":"W3161914238","doi":"10.1111/acer.14598","title":"Stigmatization of people with alcohol use disorders: An updated systematic review of population studies","year":2021,"lang":"en","type":"review","venue":"Alcoholism Clinical and Experimental Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":175,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"PsycINFO; Stigma (botany); Alcohol use disorder; Psychiatry; MEDLINE; Mental health; Population; Public health; Social stigma; Systematic review; Substance use; Medicine; Psychology; Clinical psychology; Family medicine; Environmental health; Alcohol","score_opus":0.4691159991978463,"score_gpt":0.6363054602736112,"score_spread":0.16718946107576493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161914238","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012016472,0.98299754,8.8274766e-7,0.00002938296,0.00021476335,0.0045286934,0.00006373152,0.00001751059,0.00013103706],"genre_scores_gemma":[0.014059806,0.9826794,0.00009237347,0.000045093533,0.00006184146,0.0009098761,0.0017761776,0.000051805546,0.00032362426],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9919569,0.00368544,0.002457932,0.000728671,0.00077884714,0.00039223334],"domain_scores_gemma":[0.99610096,0.0016296933,0.00094753556,0.000776022,0.00033360656,0.00021220213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002566075,0.00037635432,0.0039351187,0.00024122206,0.00018046846,0.00004057081,0.00031050452,0.000291841,0.00031092338],"category_scores_gemma":[0.00041751945,0.00024075985,0.0002993039,0.0008427472,0.0004024945,0.00028535735,0.00025571883,0.00043380307,0.000018220497],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008862575,0.0018002539,0.00090284314,0.9562,0.0012325586,0.000011750483,0.0008414436,4.8029104e-8,4.8399306e-7,0.0016452775,0.000624342,0.036652386],"study_design_scores_gemma":[0.001429015,0.0014019718,0.00045005672,0.9879245,0.0018025506,0.000025982634,0.0030585711,0.0000045599845,0.000011810859,0.000053356896,0.00341302,0.000424563],"about_ca_topic_score_codex":0.00081671687,"about_ca_topic_score_gemma":0.00007792339,"teacher_disagreement_score":0.036227822,"about_ca_system_score_codex":0.000069262365,"about_ca_system_score_gemma":0.00007106985,"threshold_uncertainty_score":0.9817902},"labels":[],"label_agreement":null},{"id":"W3162337538","doi":"10.1177/07067437211017868","title":"The WHODAS-2 and Community Psychiatry","year":2021,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Psychiatry; Medicine; Psychotherapist","score_opus":0.03909537968339227,"score_gpt":0.325233417205193,"score_spread":0.2861380375218007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162337538","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018626712,0.04815209,0.0000015200663,0.89688224,0.026554188,0.00027535378,0.000069999034,0.000006611801,0.009431312],"genre_scores_gemma":[0.026643539,0.00042284012,0.0005355897,0.93994534,0.019267557,0.00002879998,0.00007902306,0.00013411761,0.012943189],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959509,0.0020309358,0.0007725612,0.00018479027,0.00031138046,0.0007494704],"domain_scores_gemma":[0.99706835,0.00052556104,0.00084335665,0.0009973058,0.00014536381,0.0004200838],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016266088,0.000359749,0.00045224553,0.00018799797,0.0044942056,0.00037979273,0.0013761957,0.00059791125,0.00071412604],"category_scores_gemma":[0.000031994965,0.00020532132,0.00026733306,0.00023232517,0.0004996565,0.00007698539,0.00004413482,0.007669126,0.00005844371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024598703,0.00003020987,0.01586549,0.00007951711,0.0003589286,0.00014124262,0.0007750243,1.07687825e-7,3.246897e-8,0.003942455,0.9759947,0.0027876843],"study_design_scores_gemma":[0.0007864597,0.0003034212,0.023638183,0.00042324304,0.00031580706,0.0017274582,0.003866581,3.143636e-7,2.540551e-7,0.034321833,0.9343344,0.00028202817],"about_ca_topic_score_codex":0.052428916,"about_ca_topic_score_gemma":0.70843345,"teacher_disagreement_score":0.65600455,"about_ca_system_score_codex":0.00018170886,"about_ca_system_score_gemma":0.0029129765,"threshold_uncertainty_score":0.9968018},"labels":[],"label_agreement":null},{"id":"W316327660","doi":"10.1177/070674370805301208","title":"The Epidemiology of Psychiatric Disorders in Quebec's Older Adult Population","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":187,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Baycrest Hospital; University of British Columbia; University of Toronto; Université du Québec à Trois-Rivières; Institut universitaire en santé mentale de Montréal; Hôpital Charles-Le Moyne; Université Laval; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Psychiatry; Agoraphobia; Generalized anxiety disorder; Anxiety; Panic disorder; Comorbidity; Anxiety disorder; Prevalence of mental disorders; Specific phobia; Depression (economics); Mania; Population; National Comorbidity Survey; Bipolar disorder; Medicine; Prevalence; Epidemiology; Panic; Psychology; Mood; Internal medicine","score_opus":0.023177785456425442,"score_gpt":0.3305427853140164,"score_spread":0.3073649998575909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W316327660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9416213,0.009183999,0.000012566366,0.041082963,0.005225842,0.00027984453,0.000006690757,0.000002975678,0.0025837924],"genre_scores_gemma":[0.99763566,0.00018862265,0.0003031685,0.00079756626,0.0003509021,0.00000844636,0.0000036602053,0.000014355094,0.00069762673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979826,0.0004882224,0.0008731098,0.00011875012,0.0001149895,0.00042228826],"domain_scores_gemma":[0.9984871,0.00027966517,0.00067131367,0.00028394064,0.00005940556,0.00021854645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081011595,0.00012793673,0.00026980886,0.0002543741,0.00057347544,0.000006013834,0.00043339742,0.000115581424,0.00018757534],"category_scores_gemma":[0.000062548614,0.00007355036,0.0001435203,0.0003514687,0.00021061502,0.00008334914,0.00000615073,0.00036764963,0.00001917461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007712061,0.000050435177,0.944626,0.000010281458,0.000036696223,0.0000036150038,0.0008194667,0.000021598082,3.8665032e-8,0.038745906,0.0086089205,0.006999968],"study_design_scores_gemma":[0.00085945585,0.0001223107,0.97176754,0.000035631463,0.000022750704,0.00008018499,0.0007678924,0.000006419171,1.612368e-7,0.025554614,0.00071362057,0.00006938957],"about_ca_topic_score_codex":0.6086812,"about_ca_topic_score_gemma":0.98753434,"teacher_disagreement_score":0.37885314,"about_ca_system_score_codex":0.0001366867,"about_ca_system_score_gemma":0.0005391771,"threshold_uncertainty_score":0.44107673},"labels":[],"label_agreement":null},{"id":"W3164377842","doi":"10.1177/07067437211018674","title":"Exploring Mechanisms of Mental Illness Stigma Reduction in Asian Canadian Men","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Toronto Metropolitan University; University Health Network","funders":"Movember Foundation","keywords":"Psychoeducation; Psychological intervention; Mindfulness; Psychology; Acceptance and commitment therapy; Empowerment; Stigma (botany); Clinical psychology; Mental health; Mental illness; Intervention (counseling); Psychiatry","score_opus":0.056918380319934486,"score_gpt":0.31051976754812816,"score_spread":0.2536013872281937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164377842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9369765,0.001704636,0.000010331623,0.02881257,0.0113969855,0.00024757246,0.000052064464,0.000003637303,0.020795695],"genre_scores_gemma":[0.9985154,0.000031280575,0.000426271,0.00022017714,0.00032257332,0.00001207903,0.000009628907,0.000019878973,0.0004427049],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99854714,0.00018612886,0.00050588086,0.00014429778,0.00017111385,0.0004454299],"domain_scores_gemma":[0.998797,0.000012805109,0.00024538388,0.00023811334,0.000076277734,0.0006304334],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046544164,0.00013019035,0.0002283195,0.00043296634,0.00037827593,0.000031873267,0.0002877045,0.00007697255,0.0013357789],"category_scores_gemma":[0.0000090595195,0.0001086781,0.000089678804,0.0004120881,0.00006288241,0.00019690789,0.000007731413,0.0003138726,0.000021039818],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051794306,0.0005711988,0.14657433,0.00023974237,0.00098962,0.0019369518,0.069194674,0.00009029056,0.00057878013,0.5745128,0.03634621,0.16844751],"study_design_scores_gemma":[0.007660825,0.0009396373,0.57532346,0.0015192245,0.0003179492,0.004828314,0.2615396,0.000019613784,0.005269866,0.13084683,0.010665361,0.0010693307],"about_ca_topic_score_codex":0.6224402,"about_ca_topic_score_gemma":0.98320544,"teacher_disagreement_score":0.44366592,"about_ca_system_score_codex":0.00055055926,"about_ca_system_score_gemma":0.0024713993,"threshold_uncertainty_score":0.99957716},"labels":[],"label_agreement":null},{"id":"W3164489384","doi":"10.1186/s13033-021-00478-8","title":"Lay social workers implementing a task-sharing approach to managing depression in Vietnam","year":2021,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Canadian Institutes of Health Research; Grand Challenges Canada","keywords":"Thematic analysis; Mental health; Randomized controlled trial; Health administration; Psychology; Stakeholder; Qualitative research; Nursing; Intervention (counseling); Medicine; Medical education; Public health; Psychiatry; Public relations; Sociology","score_opus":0.05387890856360224,"score_gpt":0.43461962879932353,"score_spread":0.3807407202357213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164489384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690225,0.0034731592,0.0009035724,0.004750918,0.0074149617,0.00068849605,0.000041518644,0.00001943864,0.013685406],"genre_scores_gemma":[0.99706864,0.000034657176,0.0004468482,0.0007472358,0.00080332276,0.0000436851,0.000055624514,0.00002127149,0.00077874016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99716866,0.00022751073,0.0011810444,0.00028697294,0.00066531554,0.00047050527],"domain_scores_gemma":[0.99883467,0.000038029626,0.0007006687,0.00010403173,0.00012488101,0.00019768973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012637263,0.00015092049,0.00035022854,0.00033213705,0.00022852085,0.000112674905,0.00040143344,0.00005704873,0.00009440469],"category_scores_gemma":[0.0000075250455,0.00014085902,0.00010413024,0.00022944307,0.000010910466,0.00020635789,0.00018560395,0.0002570586,0.000026058651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014406003,0.0023295884,0.7742765,0.0006334882,0.0006985427,0.00077505625,0.04202738,0.00031014936,0.0004012537,0.0034787373,0.02044973,0.15317897],"study_design_scores_gemma":[0.03314286,0.0009489689,0.5380627,0.0126679,0.000082714905,0.006346633,0.3115657,0.003112875,0.00037876,0.00044594577,0.09170935,0.001535634],"about_ca_topic_score_codex":0.00073067035,"about_ca_topic_score_gemma":0.0000917154,"teacher_disagreement_score":0.2695383,"about_ca_system_score_codex":0.00095678435,"about_ca_system_score_gemma":0.000083543775,"threshold_uncertainty_score":0.5744064},"labels":[],"label_agreement":null},{"id":"W3164836925","doi":"10.1177/07067437211021299","title":"The Burden of Mental Illness and Evidence-informed Mental Health Policy Development","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental illness; Mental health; Psychiatry; Psychology; MEDLINE; Medicine; Political science","score_opus":0.03587093145809926,"score_gpt":0.37754631773984304,"score_spread":0.34167538628174376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164836925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69179994,0.04684318,0.000002440499,0.25399622,0.0047705323,0.0003728962,0.000026350459,0.000003632788,0.0021847826],"genre_scores_gemma":[0.9952886,0.0005815472,0.0004602885,0.0015150588,0.0005939386,0.0000068730874,0.000005595944,0.000013792376,0.0015343094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983979,0.00017790635,0.000641232,0.00011070999,0.00024305219,0.00042922766],"domain_scores_gemma":[0.9986271,0.00010051794,0.0004911115,0.00021609111,0.00007741897,0.0004877114],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00069652183,0.00013282693,0.00021862621,0.00012536375,0.0014972723,0.00006852013,0.00034283331,0.000049894803,0.00028507368],"category_scores_gemma":[0.000028351442,0.000078595214,0.000072148134,0.00023683238,0.00019151739,0.00011273394,0.000028705535,0.00020876428,0.000013122428],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007317277,0.0002005825,0.088096894,0.00041723234,0.001245007,0.000078381185,0.17405373,0.0000068022177,0.000022701692,0.08937298,0.20112212,0.44465184],"study_design_scores_gemma":[0.007954018,0.0015030138,0.27162814,0.0039509465,0.00014880211,0.004440287,0.18760377,0.000015905389,0.00055822154,0.011826896,0.5095107,0.0008593234],"about_ca_topic_score_codex":0.050288476,"about_ca_topic_score_gemma":0.41027224,"teacher_disagreement_score":0.44379252,"about_ca_system_score_codex":0.000449485,"about_ca_system_score_gemma":0.008262533,"threshold_uncertainty_score":0.99980265},"labels":[],"label_agreement":null},{"id":"W3165628081","doi":"10.1186/s41512-021-00101-x","title":"The development and validation of a prognostic model to PREDICT Relapse of depression in adult patients in primary care: protocol for the PREDICTR study","year":2021,"lang":"en","type":"article","venue":"Diagnostic and Prognostic Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"NIHR School for Primary Care Research; National Institute for Health and Care Research; University College London; Department of Health and Social Care; Wellcome Trust","keywords":"Depression (economics); Medicine; Logistic regression; Anxiety; Quality of life (healthcare); Optimism; Cohort; Internal medicine; Psychiatry; Psychology; Psychotherapist","score_opus":0.08904236318636065,"score_gpt":0.44175638309321086,"score_spread":0.3527140199068502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165628081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8691493,0.0002886761,0.000073035924,0.00011973153,0.00005204542,0.13002159,0.000026151449,0.0000055358737,0.0002639012],"genre_scores_gemma":[0.74230254,0.000027158896,0.0002076993,0.000011321507,0.0000120120485,0.2573445,0.00003508783,0.000012646954,0.000046986886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737823,0.0005038886,0.000684431,0.0004247379,0.0005869211,0.00042177597],"domain_scores_gemma":[0.98790294,0.0111013,0.00011528425,0.00028571632,0.0004973428,0.00009739638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014932898,0.00014577653,0.00024532384,0.00015023266,0.00028210122,0.000039239232,0.00020905709,0.00008129445,0.000005281366],"category_scores_gemma":[0.004030501,0.00008799724,0.000019546358,0.0004562695,0.00012781937,0.000068568246,0.00025824492,0.00022893738,0.0000012629612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087060145,0.0015351513,0.9223752,0.0006970064,0.00002673316,0.000008555601,0.011849161,0.000038079106,0.0000031727222,0.00011658722,0.0000899593,0.062389802],"study_design_scores_gemma":[0.0051119253,0.0011317766,0.98706114,0.00093611656,0.00002304143,7.7617784e-7,0.0046072947,0.00039025518,0.00040600693,0.00019762684,0.00005135262,0.00008271059],"about_ca_topic_score_codex":0.00015837526,"about_ca_topic_score_gemma":0.0003646352,"teacher_disagreement_score":0.12732294,"about_ca_system_score_codex":0.00008077819,"about_ca_system_score_gemma":0.00024089056,"threshold_uncertainty_score":0.48251775},"labels":[],"label_agreement":null},{"id":"W3166050001","doi":"10.17269/s41997-021-00547-y","title":"Socio-economic resources and adult mental health in Canada: controlling for time-invariant confounders and investigating causal directionality","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council","keywords":"Confounding; Demography; Psychology; Marital status; Mental health; Psychological distress; Young adult; Medicine; Developmental psychology; Population; Psychiatry; Sociology; Internal medicine","score_opus":0.058544637176193834,"score_gpt":0.3325910767175611,"score_spread":0.27404643954136726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166050001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85968816,0.0050705904,0.00003244837,0.13377036,0.0005895029,0.0003413128,0.00027391277,0.0000030961453,0.00023063913],"genre_scores_gemma":[0.9873445,0.00012190821,0.0003918441,0.011739804,0.00016022696,0.000011310629,0.000057536992,0.000015688582,0.00015716632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977773,0.0004453474,0.00075730355,0.00022435805,0.00009596369,0.00069973076],"domain_scores_gemma":[0.9971229,0.00027382022,0.00048763517,0.00008053441,0.000091015645,0.0019441346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842785,0.00013052985,0.00045490684,0.00016582604,0.0005617401,0.00009384545,0.00007602995,0.000053218362,0.00016443108],"category_scores_gemma":[0.0001408714,0.00013381548,0.000031671407,0.00009048466,0.000099693505,0.00015466417,0.000009002993,0.00022245022,9.720744e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00007211887,0.00007142685,0.81562006,0.0003841862,0.00035797275,0.00012090293,0.02123854,0.000016043803,0.0000057497373,0.02018931,0.04359196,0.0983317],"study_design_scores_gemma":[0.013918477,0.00085541164,0.8441599,0.0005132041,0.000024858497,0.0012682619,0.061265636,0.0016779595,0.0000051826805,0.002345483,0.07338327,0.000582368],"about_ca_topic_score_codex":0.97358596,"about_ca_topic_score_gemma":0.99583393,"teacher_disagreement_score":0.12765639,"about_ca_system_score_codex":0.004368766,"about_ca_system_score_gemma":0.02505454,"threshold_uncertainty_score":0.9994533},"labels":[],"label_agreement":null},{"id":"W3166178674","doi":"10.4102/hsag.v26i0.1528","title":"Perceptions of mental health nurses about psychosocial management of depression in adolescents, North West province, South Africa","year":2021,"lang":"en","type":"article","venue":"Health SA Gesondheid","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North","funders":"North-West University","keywords":"Psychosocial; Mental health; Depression (economics); Focus group; Nursing; Medicine; Qualitative research; Public health; Psychiatry; Perception; Management of depression; Health care; Mental healthcare; Family medicine; Psychology; Primary care; Political science; Sociology","score_opus":0.027810875857621795,"score_gpt":0.3734269773833842,"score_spread":0.3456161015257624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166178674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776473,0.011791073,0.00003677448,0.0017815146,0.0013482599,0.002154456,0.00047796732,0.00005316879,0.004709455],"genre_scores_gemma":[0.99568987,0.0011923936,0.00059798395,0.00059119985,0.00008491918,0.00013830242,0.00024723954,0.000034689852,0.0014234204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966845,0.00038666202,0.001106921,0.0005960132,0.00042208293,0.0008038303],"domain_scores_gemma":[0.99849033,0.000018197805,0.0006548595,0.00048405555,0.000054535645,0.00029800762],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030312242,0.00025843063,0.0006198973,0.0001951315,0.00030230195,0.0000110584315,0.00023283978,0.000104789186,0.0006436887],"category_scores_gemma":[0.0000025998663,0.00025360947,0.000121415826,0.00056971004,0.00009675661,0.00008900392,0.000097773926,0.00025545937,0.00007648652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043781134,0.0039396104,0.8267247,0.0030008876,0.000060473343,0.000028713835,0.022758577,0.0000026922048,0.000011015258,0.0006028578,0.0057943612,0.13663828],"study_design_scores_gemma":[0.0029783295,0.00033914176,0.9813758,0.0019856272,0.000014292095,0.000005903869,0.009850982,0.0000052478445,0.000023806964,0.000021301976,0.00323585,0.00016368908],"about_ca_topic_score_codex":0.00089985423,"about_ca_topic_score_gemma":0.0024409296,"teacher_disagreement_score":0.1546511,"about_ca_system_score_codex":0.0003522207,"about_ca_system_score_gemma":0.00028274092,"threshold_uncertainty_score":0.9999916},"labels":[],"label_agreement":null},{"id":"W3166310127","doi":"10.1007/s10597-021-00855-0","title":"Further Adaptations and Reflections by an Assertive Community Treatment Team to Serve Clients with Severe Mental Illness during COVID-19","year":2021,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Assertive community treatment; Mental health; Mental illness; Coronavirus disease 2019 (COVID-19); Pandemic; Psychology; 2019-20 coronavirus outbreak; Work (physics); Public relations; Medicine; Nursing; Psychiatry; Political science; Engineering","score_opus":0.12887908725839586,"score_gpt":0.46632860719371927,"score_spread":0.3374495199353234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166310127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889982,0.00081005495,0.00011051565,0.0061093667,0.0005960128,0.0010909598,0.0006082532,0.000080325306,0.0015963509],"genre_scores_gemma":[0.9922847,0.00047470108,0.00060791004,0.004013386,0.000070834074,0.00016190905,0.00088847225,0.00005196729,0.001446125],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927437,0.005319818,0.000600688,0.00028296062,0.00032846126,0.0007244138],"domain_scores_gemma":[0.99685156,0.00022461498,0.00032799915,0.00070886995,0.000117412965,0.0017695491],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000914732,0.0003815147,0.00045482974,0.00014081596,0.013852649,0.00018575026,0.00036546387,0.00011028763,0.00064795616],"category_scores_gemma":[0.000017699787,0.0003323119,0.00007468036,0.00043655914,0.00013871433,0.0005037076,0.00021418162,0.0014139403,0.000031964195],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004281255,0.023856524,0.07520758,0.00033503518,0.0008820986,0.00010859844,0.8182872,0.00005271531,0.0010021485,0.0001284625,0.0075058476,0.06835255],"study_design_scores_gemma":[0.016273087,0.011283465,0.18550918,0.00042322386,0.000109074426,0.0064352616,0.75732666,0.000028365204,0.0009419355,0.00023058013,0.020567527,0.00087165314],"about_ca_topic_score_codex":0.016167197,"about_ca_topic_score_gemma":0.035069633,"teacher_disagreement_score":0.11030159,"about_ca_system_score_codex":0.002931462,"about_ca_system_score_gemma":0.00033090016,"threshold_uncertainty_score":0.9999129},"labels":[],"label_agreement":null},{"id":"W3166357771","doi":"10.1192/bji.2021.22","title":"The global challenge of providing mental health services in poverty: the situation of Northern Haiti","year":2021,"lang":"en","type":"article","venue":"BJPsych International","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental health; Poverty; Anger; Sadness; Anxiety; Mood; Psychology; Depression (economics); Health care; Psychiatry; Medicine; Economic growth; Economics","score_opus":0.03183388502060508,"score_gpt":0.38846277713730815,"score_spread":0.35662889211670307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166357771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9019678,0.0037870205,0.000030177167,0.04786068,0.0024994798,0.0006593486,0.00018418077,0.000012903315,0.04299837],"genre_scores_gemma":[0.9985351,0.00014272022,0.00003495867,0.0005922221,0.000083986335,0.000040479765,0.00009464194,0.0000051417005,0.0004707351],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895537,0.00010822027,0.00035798005,0.0001544614,0.00027812782,0.0001458374],"domain_scores_gemma":[0.9994216,0.00006764137,0.0002492954,0.00015866134,0.00007803791,0.000024763543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002515564,0.00007383095,0.000104443774,0.000023713326,0.00010564056,0.000015689246,0.0002590777,0.00003147827,0.00020643108],"category_scores_gemma":[0.0000047594963,0.000047273697,0.000046483685,0.00011732131,0.000032644177,0.000071501956,0.00005144521,0.000059674057,0.000015022309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060838606,0.0016756069,0.5463339,0.00017187814,0.00032179724,0.000009219598,0.013530897,0.000013911834,0.00006519692,0.12757279,0.00170008,0.3079963],"study_design_scores_gemma":[0.0045453645,0.00036774998,0.9260905,0.0005199245,0.000015175679,0.0000327201,0.016845284,0.00096984766,0.00040481874,0.011573261,0.038441457,0.00019390657],"about_ca_topic_score_codex":0.0011593066,"about_ca_topic_score_gemma":0.012919024,"teacher_disagreement_score":0.37975657,"about_ca_system_score_codex":0.00015671435,"about_ca_system_score_gemma":0.000055362998,"threshold_uncertainty_score":0.72091186},"labels":[],"label_agreement":null},{"id":"W3166758534","doi":"10.34172/ijhpm.2021.46","title":"Access to Care for Mental Health Problems in Afghanistan: A National Challenge","year":2021,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"European Commission","keywords":"Mental health; Mental health care; Health care; Medicine; Political science; Environmental health; Nursing; Psychology; Psychiatry; Law","score_opus":0.10466198501028325,"score_gpt":0.5121984276759184,"score_spread":0.40753644266563516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166758534","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028409136,0.024531618,0.0031225737,0.9039346,0.006020804,0.004621772,0.0005019602,0.00002907419,0.02882848],"genre_scores_gemma":[0.94833523,0.005541555,0.0017818836,0.041782457,0.00081081124,0.00024123723,0.000114540315,0.000023340825,0.001368931],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981613,0.00011751933,0.0007411129,0.00021403159,0.0004405792,0.00032544162],"domain_scores_gemma":[0.9990596,0.000049619593,0.0003847986,0.000072173294,0.000248996,0.00018478889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064931833,0.00011792353,0.00025785048,0.0005147616,0.00015809998,0.00007550797,0.00027263458,0.000029797307,0.000071642426],"category_scores_gemma":[0.000017772092,0.00011224236,0.00005950945,0.00016463788,0.000014297366,0.0001741087,0.00013427879,0.00009135217,0.0000057607585],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005861681,0.0015064712,0.0015142271,0.0017577963,0.00050019607,0.00013221055,0.026625285,0.000095869815,0.0000023603468,0.29674342,0.04407553,0.62646043],"study_design_scores_gemma":[0.0066669635,0.0010533097,0.029832898,0.0010788498,0.0000074389422,0.00014305556,0.0065365555,0.00001544659,0.000009931912,0.0075109904,0.94695663,0.00018794306],"about_ca_topic_score_codex":0.0007144586,"about_ca_topic_score_gemma":0.0012526187,"teacher_disagreement_score":0.9199261,"about_ca_system_score_codex":0.0010509376,"about_ca_system_score_gemma":0.00029262804,"threshold_uncertainty_score":0.45771104},"labels":[],"label_agreement":null},{"id":"W3168012757","doi":"10.1016/s2215-0366(21)00157-7","title":"Where are the regional gaps in the scientific evidence?","year":2021,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"World Health Organization","keywords":"Psychosocial; Scopus; Psychological intervention; Mental health; Psychology; Political science; Medicine; MEDLINE; Geography; Psychiatry","score_opus":0.2131720214260957,"score_gpt":0.46499640233957545,"score_spread":0.25182438091347975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168012757","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016005445,0.9465596,4.527328e-7,0.03919412,0.0075997007,0.0015362487,0.000049871713,0.000031151023,0.004868819],"genre_scores_gemma":[0.000082054336,0.98715544,0.000024837575,0.00302559,0.0038944667,0.0008419056,0.00008813583,0.000039670154,0.0048479247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99541825,0.0021025885,0.00063027075,0.00067854783,0.00050848845,0.0006618653],"domain_scores_gemma":[0.99607205,0.0009547586,0.0005743584,0.0023155727,0.000033564436,0.000049694125],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024734936,0.00041976603,0.0011434247,0.00008857107,0.000876611,0.00032882794,0.002625742,0.00024624786,0.0010215279],"category_scores_gemma":[0.000020642226,0.00016382332,0.00045756472,0.0011129567,0.00032448978,0.00008239717,0.00014014069,0.0012349321,0.0009919716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024166422,0.00021115878,0.0014497222,0.0052236747,0.0001338996,0.000029200253,0.0010224493,1.00014304e-7,4.226063e-9,0.014456371,0.75222635,0.22522292],"study_design_scores_gemma":[0.0002468057,0.000023591632,0.001040646,0.023751646,0.00027704242,0.00015302391,0.0019138961,1.9841457e-7,4.136986e-9,0.0010134648,0.9713941,0.00018556499],"about_ca_topic_score_codex":0.00009832063,"about_ca_topic_score_gemma":0.001243897,"teacher_disagreement_score":0.22503735,"about_ca_system_score_codex":0.000081852384,"about_ca_system_score_gemma":0.00026820847,"threshold_uncertainty_score":0.9998917},"labels":[],"label_agreement":null},{"id":"W3168915173","doi":"10.1080/00207411.2021.1926725","title":"The CREATE strategy of rehabilitation and recovery for mental illness in low resource settings: Development processes and evaluation from a proof of concept study in Kenya","year":2021,"lang":"en","type":"article","venue":"International Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas College; Queen's University; University of Toronto; Lawson Health Research Institute; Western University","funders":"","keywords":"Empowerment; Mental health; Psychosocial; Mental illness; Resource (disambiguation); Work (physics); Rehabilitation; Public relations; Psychology; Variety (cybernetics); Business; Knowledge management; Sociology; Political science; Computer science; Psychiatry; Engineering","score_opus":0.03325411286451775,"score_gpt":0.4096678678228559,"score_spread":0.3764137549583382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168915173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99318206,0.003502216,0.000016769538,0.0017554112,0.00028949964,0.0011327039,0.000073058225,0.0000010957757,0.000047212347],"genre_scores_gemma":[0.99925756,0.0000943126,0.0003779071,0.00006802036,0.00003244718,0.000061838684,0.00006975747,0.0000067445653,0.0000314032],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979978,0.00032721122,0.00095347094,0.00016553015,0.0004315443,0.00012443434],"domain_scores_gemma":[0.99831283,0.00057520054,0.00072963716,0.000055527613,0.00028177587,0.000045003846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015294836,0.00008908542,0.00023370107,0.00012615624,0.00007670228,0.000020778374,0.00010660623,0.00003112015,0.000024825187],"category_scores_gemma":[0.00010660188,0.00006961639,0.000022095242,0.000105817046,0.000055512213,0.00015637217,0.000036086847,0.00008570823,7.8984165e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043079304,0.002868656,0.12061042,0.0002801332,0.00023360431,0.000010749177,0.07977541,0.000081071,0.00008804075,0.00007986673,0.0002067655,0.79145736],"study_design_scores_gemma":[0.022575734,0.004476904,0.73604476,0.0033641174,0.000034888446,0.000061601655,0.22269027,0.00042741455,0.007728621,0.001845979,0.0005350546,0.00021464445],"about_ca_topic_score_codex":0.00024953822,"about_ca_topic_score_gemma":0.0013975854,"teacher_disagreement_score":0.7912427,"about_ca_system_score_codex":0.00035451865,"about_ca_system_score_gemma":0.00035584698,"threshold_uncertainty_score":0.2838874},"labels":[],"label_agreement":null},{"id":"W3169137156","doi":"10.1177/08959048211015613","title":"The Creation of a Mental Health Policy in Higher Education","year":2021,"lang":"en","type":"article","venue":"Educational Policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Mental health; Psychology; Higher education; Pedagogy; Public relations; Medical education; Sociology; Political science; Medicine; Law","score_opus":0.05219901513557797,"score_gpt":0.48937330625584635,"score_spread":0.4371742911202684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169137156","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20273536,0.003974051,4.74603e-7,0.64856505,0.0017908444,0.00039138412,0.00003576289,0.0000095729165,0.14249747],"genre_scores_gemma":[0.89647734,0.00014743798,0.00007811692,0.004110385,0.0019644368,0.00016676217,0.00029259603,0.0000101653395,0.09675278],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989913,0.0001524678,0.00031683536,0.00016558754,0.0001407058,0.00023308725],"domain_scores_gemma":[0.9993694,0.00012483023,0.00015325454,0.00021452057,0.000054068514,0.00008395727],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014016629,0.000082045335,0.00010431956,0.00018286826,0.00020475224,0.00001915437,0.00010767946,0.000037353584,0.0014719493],"category_scores_gemma":[0.00003912764,0.00006796346,0.000036270136,0.00061639363,0.00005521575,0.000070352115,0.000021555166,0.00006884674,0.00011512289],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028167125,0.0010575197,0.0145023,0.000023683393,0.000016507845,1.198782e-7,0.0024420507,4.9770864e-7,0.000028110355,0.8697953,0.042932924,0.069172785],"study_design_scores_gemma":[0.00041845563,0.000036853304,0.8600859,0.000041755324,0.0000020382317,0.00000865785,0.00091029884,7.152816e-7,0.00007032952,0.02527766,0.11308605,0.000061278115],"about_ca_topic_score_codex":0.013986126,"about_ca_topic_score_gemma":0.00047703463,"teacher_disagreement_score":0.8455836,"about_ca_system_score_codex":0.00052939006,"about_ca_system_score_gemma":0.002687087,"threshold_uncertainty_score":0.99944085},"labels":[],"label_agreement":null},{"id":"W3169220313","doi":"10.1017/gmh.2021.17","title":"Evaluating clinical outcomes of routinely delivered task-shared care for depression in rural Haiti","year":2021,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Grand Challenges Canada","keywords":"Psychological intervention; Medicine; Depression (economics); Mental health; Health care; Psychiatry; Family medicine","score_opus":0.09765675360755141,"score_gpt":0.499774424566853,"score_spread":0.4021176709593016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169220313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842429,0.0070046093,0.00012702761,0.0007890883,0.0021405048,0.0022548088,0.0018578636,0.00005229135,0.0015308834],"genre_scores_gemma":[0.992421,0.00010543505,0.0036872998,0.0014243807,0.00010006021,0.0002103104,0.0016552835,0.000026250382,0.0003700276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961795,0.000554419,0.0014642361,0.0006400092,0.00038226147,0.0007795676],"domain_scores_gemma":[0.9983231,0.00021681575,0.0005480706,0.00042621486,0.00015396968,0.0003318516],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070457184,0.00029552195,0.00084272143,0.000053732554,0.0002803274,0.00002422022,0.0002562389,0.00019073441,0.00010741102],"category_scores_gemma":[0.00009527753,0.00027659076,0.00027193138,0.00028355262,0.00006877524,0.00013738876,0.00018862913,0.00019685089,0.000037113037],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007684791,0.00074147823,0.77308124,0.00033533323,0.0000663478,0.000019995092,0.00088497484,0.0000019953704,0.00002543094,0.00047488933,0.0031544294,0.2204454],"study_design_scores_gemma":[0.009600237,0.000851797,0.98184943,0.00040491082,0.000033528013,0.000022836592,0.00618828,0.00027147128,0.00012505346,0.000041689356,0.00037869663,0.00023207019],"about_ca_topic_score_codex":0.0023084034,"about_ca_topic_score_gemma":0.0004748059,"teacher_disagreement_score":0.22021332,"about_ca_system_score_codex":0.00085168204,"about_ca_system_score_gemma":0.00030420278,"threshold_uncertainty_score":0.99996865},"labels":[],"label_agreement":null},{"id":"W3174830857","doi":"10.3389/fpsyt.2021.594229","title":"When Depression Breeds Rejection Rather Than Compassion: Disagreeableness, Stigma, and Lack of Empathic Concern Among Support Providers","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Compassion; Interpersonal communication; Mediation; Clinical psychology; Empathy; Empathic concern; Personality; Depression (economics); Stigma (botany); Interpersonal relationship; Social support; Social psychology; Psychiatry; Perspective-taking","score_opus":0.032702552799252174,"score_gpt":0.3327020267232442,"score_spread":0.29999947392399207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174830857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697221,0.007682473,0.000980938,0.0009058673,0.013839698,0.0005242132,0.000023134253,0.000043438384,0.00627812],"genre_scores_gemma":[0.9932333,0.00012792248,0.0023881474,0.00025836978,0.00018406606,0.00007487832,0.0000685079,0.000032401593,0.0036323739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825734,0.00023731099,0.00046723871,0.0004948882,0.00021102701,0.0003321798],"domain_scores_gemma":[0.99918747,0.000027427954,0.00024206913,0.00038160532,0.000038828188,0.00012261925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022906339,0.00020884644,0.00038910596,0.0001346428,0.00015541808,0.00002886738,0.00014607396,0.00022766643,0.000631052],"category_scores_gemma":[0.000007735505,0.00018660292,0.00007015418,0.0002365679,0.00018382815,0.00023476663,0.000064873595,0.0002452031,0.000009746811],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002869871,0.00034229015,0.88473165,0.00019103511,0.00005829865,0.000016281016,0.001770189,0.0000023308235,0.0000146519815,0.00015868773,0.09661195,0.015815668],"study_design_scores_gemma":[0.003176358,0.00017925244,0.9810384,0.00046623804,0.00006470286,0.00001711907,0.008995536,0.00011089701,0.00020706566,0.003736374,0.0017577437,0.0002503229],"about_ca_topic_score_codex":0.00065620005,"about_ca_topic_score_gemma":0.0007657849,"teacher_disagreement_score":0.096306756,"about_ca_system_score_codex":0.000063772015,"about_ca_system_score_gemma":0.0001019486,"threshold_uncertainty_score":0.76094466},"labels":[],"label_agreement":null},{"id":"W3175200952","doi":"10.3389/fpsyg.2021.679639","title":"Reduced Emotional Awareness and Distress Concealment: A Pathway to Loneliness for Young Men Seeking Mental Health Care","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Health; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Loneliness; Psychology; Mental health; Moderation; Distress; Mediation; Moderated mediation; Clinical psychology; Young adult; Developmental psychology; Psychiatry; Social psychology","score_opus":0.03181562204424269,"score_gpt":0.39472576355390926,"score_spread":0.36291014150966655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175200952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8405596,0.02978326,0.050956912,0.02537667,0.03342669,0.005102308,0.0029601832,0.00016665715,0.011667725],"genre_scores_gemma":[0.97909504,0.00022184657,0.010732579,0.004864825,0.0004013874,0.00093417213,0.002547588,0.00006454386,0.0011380239],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997512,0.0002573093,0.00052617275,0.0008796835,0.00015073537,0.00067412644],"domain_scores_gemma":[0.9991327,0.00004141195,0.00014926841,0.0003487278,0.00009371515,0.0002341857],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022686433,0.00025549048,0.0005004596,0.00018537205,0.00034814817,0.000031968724,0.00019787297,0.00016925567,0.00011741479],"category_scores_gemma":[0.000015769194,0.00026960872,0.000065275985,0.0002895642,0.0000867765,0.00008021934,0.00007450978,0.00015689249,0.000009308004],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018420053,0.0009906958,0.26360863,0.0004280286,0.00022503776,0.00014928827,0.026631495,0.0000037995273,0.00031350742,0.0019460102,0.19329455,0.51056695],"study_design_scores_gemma":[0.042399194,0.0025122017,0.69391984,0.0011269154,0.0000907787,0.00066165865,0.10303299,0.00042327587,0.0008297502,0.0050144335,0.14776967,0.0022192781],"about_ca_topic_score_codex":0.0002590386,"about_ca_topic_score_gemma":0.00034664667,"teacher_disagreement_score":0.5083477,"about_ca_system_score_codex":0.00028064288,"about_ca_system_score_gemma":0.00008917021,"threshold_uncertainty_score":0.9999756},"labels":[],"label_agreement":null},{"id":"W3176761369","doi":"10.1186/s12939-021-01492-5","title":"Inequities in the delivery of mental health care: a grounded theory study of the policy context of primary care","year":2021,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wellesley Institute; University of British Columbia; University of Ottawa; Université Laval; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Context (archaeology); Health policy; Nursing; Health services research; Health care; Grounded theory; Social policy; Medicine; Qualitative research; Psychology; Public relations; Public health; Political science; Sociology; Psychiatry","score_opus":0.11027060171553435,"score_gpt":0.4956144973820034,"score_spread":0.3853438956664691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176761369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834654,0.0063381423,0.000007862432,0.005899649,0.0015418043,0.0011602272,0.0003411217,0.000002520116,0.0012432962],"genre_scores_gemma":[0.99662244,0.00034040274,0.000030402483,0.002673564,0.00014339472,0.000046928424,0.00006403667,0.000009820139,0.000069025555],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99669826,0.0010344452,0.0012130454,0.00015548212,0.0006109654,0.00028780013],"domain_scores_gemma":[0.99810594,0.00040604913,0.00091279345,0.00021109969,0.00031077667,0.00005331897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014652569,0.00011940325,0.00041079114,0.00023569589,0.0001552982,0.000018581333,0.0006612624,0.000043803197,0.000039244598],"category_scores_gemma":[0.000047498703,0.00007943,0.00013232934,0.00023790129,0.00008873252,0.00010222625,0.00019522052,0.0002726055,4.000161e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003108617,0.0047275396,0.099362664,0.0016790301,0.00034301903,0.000028321903,0.55578536,0.000027253145,0.00004751606,0.08072836,0.00082375517,0.25333858],"study_design_scores_gemma":[0.010772042,0.0029117435,0.29591417,0.0011611563,0.000016550463,0.00014126563,0.68219584,0.0000044917324,0.00021605236,0.00581201,0.0007286945,0.0001259844],"about_ca_topic_score_codex":0.014313687,"about_ca_topic_score_gemma":0.012729437,"teacher_disagreement_score":0.2532126,"about_ca_system_score_codex":0.0015673181,"about_ca_system_score_gemma":0.0013344325,"threshold_uncertainty_score":0.9922501},"labels":[],"label_agreement":null},{"id":"W3177731527","doi":"10.1136/gpsych-2021-100498","title":"Mental health stigma: the role of dualism, uncertainty, causation and treatability","year":2021,"lang":"en","type":"article","venue":"General Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Fredericton; St. Thomas University","funders":"","keywords":"Mental health; Stigma (botany); Psychiatry; Mental illness; Psychology; Blame; Shame; Population; Mental health law; Medicine; Clinical psychology; Social psychology","score_opus":0.02079825597834807,"score_gpt":0.3532191569106637,"score_spread":0.33242090093231563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177731527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678183,0.014832271,0.000004552678,0.012018283,0.0015051634,0.0003398929,0.00013777295,0.000019902787,0.003323835],"genre_scores_gemma":[0.9964518,0.00017061838,0.00049265416,0.0013261653,0.00028247578,0.00003399441,0.00022777608,0.000011163748,0.001003379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875814,0.00025264607,0.00031433807,0.00029492172,0.00013812633,0.00024183778],"domain_scores_gemma":[0.9993888,0.000028341834,0.00013564296,0.00032926264,0.000026640588,0.00009128388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022361512,0.00012332547,0.0001866133,0.00002572052,0.00032007456,0.000015679809,0.000082843384,0.000056002573,0.00055138813],"category_scores_gemma":[0.0000029512214,0.000087717955,0.000054033357,0.00013957279,0.000078376805,0.000049100705,0.000046245645,0.000092068585,0.000014215012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033832638,0.0013982089,0.6603153,0.00018982084,0.00022071802,0.0000030612175,0.008250982,0.000011864685,0.0004331375,0.10392049,0.02688174,0.1980364],"study_design_scores_gemma":[0.003903242,0.00052619784,0.927683,0.000071654955,0.00006830406,0.00008607598,0.012409007,0.00018298859,0.0007795664,0.03008831,0.023865882,0.00033574933],"about_ca_topic_score_codex":0.0031335976,"about_ca_topic_score_gemma":0.0020152386,"teacher_disagreement_score":0.26736778,"about_ca_system_score_codex":0.00005278896,"about_ca_system_score_gemma":0.000094877156,"threshold_uncertainty_score":0.60373133},"labels":[],"label_agreement":null},{"id":"W3179600068","doi":"10.23977/aetp.2021.54011","title":"Basic Analysis of Calls from Suzhou Psychological Aid Hotline from 2010 to 2020","year":2021,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hotline; Psychology; Mental health; Applied psychology; Social psychology; Engineering; Psychiatry; Telecommunications","score_opus":0.027335152301954917,"score_gpt":0.4434943862491783,"score_spread":0.4161592339472234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179600068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9504466,0.0192503,0.0003244641,0.023722036,0.0022292894,0.00021076678,0.00032532975,0.000040703213,0.0034505066],"genre_scores_gemma":[0.986587,0.0017187059,0.006438058,0.0035902169,0.0001589885,0.00021687362,0.0006507655,0.0000143304,0.0006250497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977815,0.00015676251,0.0006050326,0.0009771673,0.00011579465,0.00036372367],"domain_scores_gemma":[0.9983645,0.0005966915,0.00018680446,0.000656217,0.000081517515,0.00011425612],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013602547,0.00021668323,0.0005970626,0.00080301845,0.00007925956,0.0000063968014,0.00035410075,0.0004689992,0.008237869],"category_scores_gemma":[0.000091103706,0.00020915385,0.00008066297,0.0026981325,0.0003394865,0.000103981605,0.000079213925,0.00037041912,0.00016139213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046862836,0.0024527092,0.8130243,0.0000075894395,0.00056456623,0.000067980574,0.00053042243,0.000012350929,0.00091795216,0.030368997,0.0035016597,0.14808284],"study_design_scores_gemma":[0.001090431,0.00016998111,0.8665608,0.000019966512,0.00015827811,0.000015816931,0.00039908726,0.000003950291,0.0001815586,0.11927777,0.011938257,0.00018409286],"about_ca_topic_score_codex":0.0002637871,"about_ca_topic_score_gemma":0.0016393488,"teacher_disagreement_score":0.14789875,"about_ca_system_score_codex":0.000033244905,"about_ca_system_score_gemma":0.000025596735,"threshold_uncertainty_score":0.99266875},"labels":[],"label_agreement":null},{"id":"W3180586814","doi":"10.1017/s0714980821000192","title":"Stigma Reduction Interventions of Dementia: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Saskatchewan; Saskatchewan Health; University of Regina","funders":"","keywords":"Dementia; Psychological intervention; Stigma (botany); Psychology; Inclusion (mineral); Quality of life (healthcare); Nursing; Gerontology; Medicine; Medical education; Psychiatry; Social psychology; Disease","score_opus":0.07432144118861361,"score_gpt":0.38560973326091275,"score_spread":0.31128829207229913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180586814","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014634048,0.99004877,0.000021490754,0.0008474737,0.004609464,0.0019857248,0.0001632251,0.000015011877,0.0021624747],"genre_scores_gemma":[0.00036756828,0.9965,0.00008770856,0.00026617915,0.0005949989,0.000378133,0.0003650839,0.00010205184,0.001338242],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9949023,0.000985636,0.0021947704,0.0006816604,0.00015875835,0.0010768374],"domain_scores_gemma":[0.9954377,0.00017739616,0.001675345,0.0007132024,0.0002517367,0.001744654],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015963882,0.00062145776,0.002288649,0.0010235127,0.0006610924,0.00014018024,0.00061731524,0.00024890734,0.006482358],"category_scores_gemma":[0.00017011959,0.0005930619,0.0012896179,0.00079136546,0.00010008251,0.00012852995,0.000042297677,0.00091198034,0.000078064986],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019649358,0.00010754314,0.000021155265,0.12913753,0.0010763265,0.0017466439,0.0005552294,0.0000016682777,4.8759848e-8,0.0022892153,0.013604832,0.85145783],"study_design_scores_gemma":[0.00019015539,0.0001025896,0.000011777076,0.5142898,0.0014014591,0.001667833,0.00017819225,1.8774396e-7,2.0287312e-7,0.000009667116,0.48187467,0.0002734572],"about_ca_topic_score_codex":0.013319112,"about_ca_topic_score_gemma":0.12349051,"teacher_disagreement_score":0.85118437,"about_ca_system_score_codex":0.0019367734,"about_ca_system_score_gemma":0.0016982323,"threshold_uncertainty_score":0.9996521},"labels":[],"label_agreement":null},{"id":"W3182061599","doi":"10.4236/ojn.2014.413096","title":"Examination of Three Case Studies of Caring for Psychiatric Patients on a Medical Surgical Unit","year":2014,"lang":"en","type":"article","venue":"Open Journal of Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medical-surgical nursing; Medicine; Surgical nursing; Nursing care; Medical care; Unit (ring theory); Psychiatry; Nursing; Psychology; Primary nursing; Nurse education","score_opus":0.17334088579454643,"score_gpt":0.4936841661657766,"score_spread":0.32034328037123017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182061599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921138,0.00032737665,0.00013300877,0.0002309753,0.0010387546,0.00030826798,0.0000035775538,0.000001220109,0.0058429963],"genre_scores_gemma":[0.99929523,0.000012749464,0.0004824212,0.000019548042,0.00013308003,0.000004609118,0.0000022986983,0.0000083229825,0.00004174882],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987812,0.00016771721,0.0005585822,0.00009152758,0.0002707035,0.00013025975],"domain_scores_gemma":[0.9985858,0.00042853353,0.0006001823,0.00009393726,0.00020913656,0.000082391845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010466359,0.00007698461,0.00032828958,0.00014608122,0.00010325792,0.000009325677,0.00019547375,0.000057157875,0.000072686795],"category_scores_gemma":[0.000091321366,0.000056869474,0.00006343854,0.00011960463,0.000058487713,0.00010960678,0.000021572088,0.00010438962,0.0000010572785],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011549359,0.0018438357,0.03451565,0.0001058036,0.00014362208,0.0001109508,0.0027982944,0.000004845684,0.0000026328166,0.0027521201,0.00040899543,0.95615834],"study_design_scores_gemma":[0.07449792,0.03885194,0.8322081,0.012415633,0.0014253769,0.0056430753,0.018968573,0.00090581493,0.0012034544,0.011822313,0.0012874532,0.0007703317],"about_ca_topic_score_codex":0.00003098409,"about_ca_topic_score_gemma":0.00001699832,"teacher_disagreement_score":0.955388,"about_ca_system_score_codex":0.000054313532,"about_ca_system_score_gemma":0.000019235273,"threshold_uncertainty_score":0.231907},"labels":[],"label_agreement":null},{"id":"W3182086418","doi":"10.3389/fpsyt.2021.705415","title":"interRAI Subjective Quality of Life Scale for Mental Health and Addiction Settings: A Self-Reported Measure Developed From a Multi-National Study","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Cronbach's alpha; Confirmatory factor analysis; Mental health; Exploratory factor analysis; Psychology; Quality of life (healthcare); Scale (ratio); Sample (material); Clinical psychology; Test (biology); Gerontology; Psychometrics; Medicine; Structural equation modeling; Psychiatry; Statistics","score_opus":0.052044475878795536,"score_gpt":0.3959133947122852,"score_spread":0.3438689188334897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182086418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98110473,0.0043490897,0.0023595875,0.0013307548,0.008402032,0.0016774565,0.00043926903,0.000048679853,0.00028838933],"genre_scores_gemma":[0.9371467,0.000029821565,0.06075849,0.0009658866,0.00013314415,0.00031909425,0.00049562054,0.00002410329,0.00012711254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770087,0.00042563933,0.00081716053,0.00053088844,0.00027330243,0.00025211895],"domain_scores_gemma":[0.9990274,0.000050974635,0.00045932535,0.00017705918,0.00014063348,0.00014462891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007405587,0.00017483388,0.0004433174,0.00013946342,0.00017928542,0.000015623289,0.00009024202,0.00010643067,0.00005534596],"category_scores_gemma":[0.00006932962,0.00017934987,0.00006809516,0.00026684973,0.000036826157,0.00010728385,0.00003848194,0.00015463702,0.0000015278389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010716347,0.003137795,0.93596905,0.000073762865,0.0006737682,6.741294e-7,0.017334856,2.472163e-7,0.00000543643,0.000024498622,0.036984503,0.0047237743],"study_design_scores_gemma":[0.011250346,0.00034185438,0.92936265,0.00012297944,0.00004562382,0.0000029961864,0.0576615,0.0001655204,0.000010116894,0.0005239905,0.00033084935,0.00018155415],"about_ca_topic_score_codex":0.0007152055,"about_ca_topic_score_gemma":0.0027902047,"teacher_disagreement_score":0.058398902,"about_ca_system_score_codex":0.00025846143,"about_ca_system_score_gemma":0.00051292643,"threshold_uncertainty_score":0.7313675},"labels":[],"label_agreement":null},{"id":"W3182128324","doi":"","title":"A systematic review on mental health literacy among working women in Malaysia","year":2018,"lang":"en","type":"review","venue":"Scientific Repository (Petra Christian University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health literacy; PsycINFO; Mental health; Psychological intervention; Population; Critical appraisal; Inclusion (mineral); Systematic review; Psychology; Literacy; Medicine; Psychiatry; MEDLINE; Political science; Environmental health; Alternative medicine; Mental illness; Social psychology","score_opus":0.030834609881389193,"score_gpt":0.33032163062255465,"score_spread":0.29948702074116546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182128324","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00061279285,0.97344947,0.0000022012493,0.000027396378,0.005863726,0.005082441,0.000058329464,0.0001046709,0.014798983],"genre_scores_gemma":[0.00076638634,0.9040258,0.000023501372,0.000085526604,0.0001958353,0.000117330615,0.00029297065,0.000069081405,0.094423555],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.992868,0.0019185545,0.001694935,0.0016711808,0.0005999529,0.0012473448],"domain_scores_gemma":[0.99568284,0.0001822368,0.0019266243,0.0015390127,0.00006580795,0.00060346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020067885,0.00071836286,0.0029455663,0.0017781692,0.0010991391,0.0003413498,0.0012728662,0.0003052165,0.00032495364],"category_scores_gemma":[0.000025409205,0.00063633744,0.00056769367,0.0028146156,0.00039737363,0.00026371476,0.0001817918,0.00063561474,0.00075369305],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038766044,0.0005879189,0.0001063946,0.9566057,0.00036405158,0.0013046485,0.003236367,7.752749e-8,4.673763e-8,0.00019294352,0.010519922,0.027043192],"study_design_scores_gemma":[0.00031672185,0.00015914893,0.000027810913,0.5898491,0.00027237087,0.000074269155,0.00040772482,0.0000023747775,1.03273265e-7,0.000002013704,0.4085022,0.00038614386],"about_ca_topic_score_codex":0.00018895986,"about_ca_topic_score_gemma":0.000026760848,"teacher_disagreement_score":0.39798227,"about_ca_system_score_codex":0.003901728,"about_ca_system_score_gemma":0.00039348242,"threshold_uncertainty_score":0.9999221},"labels":[],"label_agreement":null},{"id":"W3183005704","doi":"10.1177/00207640211023086","title":"Mental disorders in the media: A retrospective study of newspaper coverage in the Chilean Press","year":2021,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Newspaper; Stigma (botany); Mental health; Mass media; Mental illness; Population; Psychology; Content analysis; Psychiatry; Medicine; Advertising; Media studies; Social science; Environmental health; Sociology","score_opus":0.01805302154192381,"score_gpt":0.3719568501110101,"score_spread":0.3539038285690863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183005704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96906793,0.00056101935,0.0000021527976,0.010277305,0.003748505,0.00029308136,0.000023974893,0.0000015674459,0.01602449],"genre_scores_gemma":[0.9984452,0.00006579727,0.000011146691,0.0006461262,0.000761827,0.000016673233,0.0000070686847,0.000006034613,0.000040138963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981562,0.0004429372,0.0005020794,0.00011948793,0.0006497033,0.00012959074],"domain_scores_gemma":[0.99935985,0.00010637482,0.00035061105,0.00009034332,0.00007531268,0.000017485061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051716797,0.00009468244,0.00017950304,0.000087623754,0.00007415437,0.000034543053,0.00056275114,0.000051041083,0.00022761374],"category_scores_gemma":[0.000019717625,0.000059559203,0.00010752254,0.00017795902,0.000044097684,0.00012097412,0.000026888458,0.00038185343,0.000002452189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054512714,0.008096899,0.82519734,0.0000065664117,0.0003196184,0.00010299267,0.14475368,0.0000040860864,0.000005778579,0.010308129,0.004483633,0.0061761597],"study_design_scores_gemma":[0.0036919916,0.0002107253,0.91278785,0.000025175676,0.00002014182,0.00003604844,0.07841302,5.8377157e-7,0.0000013024935,0.004423584,0.00034244347,0.00004714274],"about_ca_topic_score_codex":0.00049234234,"about_ca_topic_score_gemma":0.005825181,"teacher_disagreement_score":0.08759051,"about_ca_system_score_codex":0.0000938179,"about_ca_system_score_gemma":0.00004728404,"threshold_uncertainty_score":0.32505876},"labels":[],"label_agreement":null},{"id":"W3183617425","doi":"10.1136/bmj.n1661","title":"Does depression screening in primary care improve mental health outcomes?","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Nice; Depression (economics); Excellence; Mental health; Primary care; Family medicine; Medical prescription; Management of depression; Patient Health Questionnaire; Health care; Psychiatry; Nursing; Depressive symptoms; Anxiety","score_opus":0.03159506585386677,"score_gpt":0.4114680287551799,"score_spread":0.3798729629013131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183617425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675879,0.0029990966,0.00002847877,0.0057129604,0.0024789511,0.0010683398,0.00008603067,0.000057655066,0.019980572],"genre_scores_gemma":[0.9889565,0.000029390594,0.0011366945,0.0036797696,0.00014011549,0.0001462067,0.00041371526,0.00001942242,0.0054781586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873024,0.00013842361,0.0003228782,0.00032467477,0.000151202,0.0003326005],"domain_scores_gemma":[0.99946725,0.00003885187,0.00011185122,0.00026964713,0.00001534137,0.000097080585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014154824,0.00012029724,0.00022827329,0.000050838484,0.00014256236,0.0000177715,0.0000883244,0.00006668234,0.00046472435],"category_scores_gemma":[0.0000050028816,0.000076758304,0.000053558604,0.00009948779,0.0000130067165,0.00008250505,0.00009418621,0.00012869005,0.000049455382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008464223,0.00015852034,0.74869955,0.00010706771,0.00001841528,0.00008661649,0.0020599186,2.2806756e-7,0.00005506927,0.00008286804,0.0026344722,0.24601263],"study_design_scores_gemma":[0.002199524,0.000052052786,0.9898833,0.0001481722,0.000003747093,0.0000072414114,0.0031174284,0.00000416533,0.00045274364,0.000020892277,0.0039961925,0.000114549526],"about_ca_topic_score_codex":0.00090305327,"about_ca_topic_score_gemma":0.00060031546,"teacher_disagreement_score":0.24589808,"about_ca_system_score_codex":0.00015882429,"about_ca_system_score_gemma":0.00005231533,"threshold_uncertainty_score":0.50884056},"labels":[],"label_agreement":null},{"id":"W3184341291","doi":"10.3390/ijerph18147671","title":"An Ecological Model for High-Risk Professional Decision-Making in Mental Health: International Perspectives","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Harm; Context (archaeology); Psychology; Mental health; Knowledge management; Management science; Public relations; Engineering ethics; Applied psychology; Social psychology; Computer science; Political science; Engineering","score_opus":0.1116126837628095,"score_gpt":0.5170996059181769,"score_spread":0.4054869221553674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184341291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592011,0.0021804946,0.0018831658,0.034063864,0.0014819388,0.0004675681,0.00055931835,0.000006147279,0.00015641432],"genre_scores_gemma":[0.9896704,0.003586162,0.0048113177,0.0010132015,0.00039841232,0.00004936228,0.00015020967,0.000017463875,0.00030349597],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963344,0.0006382161,0.0008179421,0.0004113173,0.0011718377,0.00062632625],"domain_scores_gemma":[0.9980814,0.0006638982,0.00041701383,0.00014016803,0.0001773766,0.0005201281],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032104035,0.00014653626,0.000288162,0.0005163872,0.00039754345,0.00013806617,0.00052010483,0.000095760646,0.0015839359],"category_scores_gemma":[0.00024154765,0.00012431853,0.0000753815,0.000121527475,0.00018633234,0.00055094593,0.0001947555,0.00062515034,0.000010252064],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022260365,0.01869485,0.077805266,0.00002405304,0.00030653246,0.00018555472,0.017526913,0.00006995169,0.00007391732,0.01842379,0.005537674,0.85912544],"study_design_scores_gemma":[0.010784195,0.004687425,0.86171764,0.00042432474,0.0000044923654,0.0005544076,0.063135915,0.009498534,0.000016412343,0.039914098,0.008912767,0.0003498064],"about_ca_topic_score_codex":0.00010280611,"about_ca_topic_score_gemma":0.00028405158,"teacher_disagreement_score":0.8587757,"about_ca_system_score_codex":0.0016771323,"about_ca_system_score_gemma":0.0006162739,"threshold_uncertainty_score":0.99932873},"labels":[],"label_agreement":null},{"id":"W3185466477","doi":"10.30773/pi.2021.0014","title":"The Economic Impact of Providing Evidence-Based Pediatric Mental Health Literacy Training to Primary Care Physicians","year":2021,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Referral; Mental health; Ambulatory; Family medicine; Psychiatry","score_opus":0.054843864048716086,"score_gpt":0.38824165354178114,"score_spread":0.33339778949306503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185466477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788627,0.009676233,0.00004410875,0.007863157,0.0021985362,0.0007884709,0.00008270257,0.000040471525,0.00044360216],"genre_scores_gemma":[0.99494195,0.00008934056,0.0017185846,0.0021451733,0.00059812615,0.00011236476,0.0002831102,0.000024026933,0.00008730488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983847,0.00026167315,0.0004925273,0.00034895408,0.00015578966,0.00035633412],"domain_scores_gemma":[0.9989292,0.00015028537,0.0003759742,0.00032166095,0.00005475098,0.00016814444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025809626,0.00017086824,0.00022412252,0.000095431766,0.00047256125,0.0000692336,0.00016718959,0.00004978471,0.000059227754],"category_scores_gemma":[0.000011466835,0.00013989423,0.00014297993,0.00030858308,0.00004080434,0.00028172083,0.00002473368,0.000121864236,0.00005020847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031921107,0.0001450318,0.7055529,0.0008827209,0.00011403103,0.000001881735,0.048539665,0.00053333305,0.00040535117,0.0027381047,0.009895858,0.23087196],"study_design_scores_gemma":[0.0022574137,0.0016612719,0.98200715,0.0014672489,0.00009069458,0.000010277627,0.008999851,0.0006003222,0.00060218776,0.0013429124,0.00048169057,0.0004789775],"about_ca_topic_score_codex":0.00049557345,"about_ca_topic_score_gemma":0.00015620496,"teacher_disagreement_score":0.2764543,"about_ca_system_score_codex":0.0010205198,"about_ca_system_score_gemma":0.0017021577,"threshold_uncertainty_score":0.5704721},"labels":[],"label_agreement":null},{"id":"W3185577632","doi":"10.82308/40152","title":"Understanding how social businesses influence the stigma of mental illness","year":2014,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Stigma (botany); Psychology; Psychiatry; Social stigma; Mental health; Social psychology; Medicine; Human immunodeficiency virus (HIV); Family medicine","score_opus":0.07231044404207096,"score_gpt":0.31399170510977165,"score_spread":0.2416812610677007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185577632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9639332,0.00009175695,0.0000043929194,0.0005516778,0.0011473242,0.0006111188,0.00027784877,0.00011343677,0.033269197],"genre_scores_gemma":[0.998199,0.000027855642,0.000052844556,0.0005748603,0.00008257656,0.00010079057,0.000036799236,0.00006221556,0.000863089],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9971794,0.00053784734,0.00048728005,0.00056892604,0.00054524717,0.0006813233],"domain_scores_gemma":[0.9983751,0.00042113056,0.00042821403,0.00049360964,0.00012456634,0.00015736112],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00086103287,0.00038572887,0.00044091468,0.00015365655,0.00270118,0.00007454528,0.0006572972,0.00023523634,0.00043649765],"category_scores_gemma":[0.0001495332,0.0002964643,0.00015729606,0.0005980462,0.00033043892,0.00065260817,0.00021061105,0.00044407163,0.00013857473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039189597,0.000548135,0.0029421337,0.00023893197,0.00025825851,0.000023815142,0.00018504058,0.000010718052,0.009287464,0.85327274,0.00008852423,0.13275236],"study_design_scores_gemma":[0.023878792,0.002046307,0.3034462,0.0013234646,0.0011319326,0.0003310077,0.022458805,0.00014327836,0.12638393,0.26103783,0.25222138,0.0055970745],"about_ca_topic_score_codex":0.00040312033,"about_ca_topic_score_gemma":0.00021001844,"teacher_disagreement_score":0.5922349,"about_ca_system_score_codex":0.00047685587,"about_ca_system_score_gemma":0.000012538288,"threshold_uncertainty_score":0.99994874},"labels":[],"label_agreement":null},{"id":"W3185753545","doi":"10.1093/med-psych/9780190606145.003.0005","title":"Illness Intrusiveness and Self-Management of Medical Conditions","year":2017,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Intrusiveness; Moderation; Psychosocial; Psychology; Scale (ratio); Medical illness; Clinical psychology; Social psychology; Psychiatry; Illness behavior","score_opus":0.029346744071365092,"score_gpt":0.3067523733940227,"score_spread":0.2774056293226576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185753545","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002847975,0.00018094637,0.000024152932,0.000049361646,0.0004933041,0.0006183833,0.00024578965,0.00005910254,0.995481],"genre_scores_gemma":[0.03193181,0.0012397937,0.00004701804,0.000031048803,0.000061550934,0.0000055872897,0.00009179929,0.000028470662,0.9665629],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880385,0.000034579494,0.00019363318,0.0003911157,0.0003562034,0.00022059694],"domain_scores_gemma":[0.99882644,0.000054014567,0.00033813575,0.00053532317,0.000049725717,0.00019635104],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011000027,0.00025476277,0.00038745027,0.00012249169,0.00042777887,0.000021735212,0.00060858205,0.00044314808,0.00074688566],"category_scores_gemma":[8.69928e-7,0.0002699824,0.000091907605,0.0000030134722,0.0003355835,0.00006375275,0.00051473035,0.00024686093,0.0000032773817],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011361442,0.000075024254,0.000021296668,0.00046360726,0.00064526807,0.000754123,0.00044054186,4.996466e-8,1.14164116e-7,0.9650692,0.0008396028,0.0315776],"study_design_scores_gemma":[0.0017967138,0.00007529348,0.00035172826,0.0005551729,0.00044567464,0.000017582162,0.0002078132,0.0000034627744,0.00000991561,0.0012925873,0.9949762,0.00026785524],"about_ca_topic_score_codex":0.00018629269,"about_ca_topic_score_gemma":0.000029394407,"teacher_disagreement_score":0.9941366,"about_ca_system_score_codex":0.0000729872,"about_ca_system_score_gemma":0.00003215036,"threshold_uncertainty_score":0.99997526},"labels":[],"label_agreement":null},{"id":"W3186961867","doi":"10.14288/1.0400495","title":"Exploring cultural responsiveness of e-mental health resources for depressive and anxiety disorders","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Anxiety; Psychology; Psychiatry; Depression (economics); Clinical psychology","score_opus":0.03716164068558189,"score_gpt":0.2724430777399639,"score_spread":0.235281437054382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186961867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961221,0.0020119417,0.000033951444,0.00036853255,0.00020896453,0.0004194069,0.00039859666,0.000018867815,0.00041762344],"genre_scores_gemma":[0.9971837,0.0016848178,0.00028186312,0.00004334392,0.000016759841,0.000005249287,0.0000603608,0.000009159,0.00071473944],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99910724,0.00010507862,0.000130817,0.00032398253,0.00010989293,0.00022299594],"domain_scores_gemma":[0.9994412,0.00006464826,0.00015883228,0.00014728034,0.00008735893,0.000100669844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009945322,0.000041389205,0.00024963226,0.000026378511,0.00037827267,0.000026114112,0.000113828835,0.000047304064,0.0000808925],"category_scores_gemma":[0.000010136816,0.00012233092,0.00008206194,0.0001446515,0.000171358,0.00026622444,0.00009028769,0.000057097284,0.0000013348007],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019360046,0.00024429985,0.06452044,0.00029158537,0.00008778117,0.00002167004,0.005592328,6.9721307e-7,0.00019772397,0.000009643988,0.0015105822,0.92732966],"study_design_scores_gemma":[0.0022377544,0.00017724311,0.9657108,0.00020905129,0.000020569232,0.000031795207,0.029618394,0.0000062556073,0.0000111459585,0.00007055302,0.0018052083,0.00010120063],"about_ca_topic_score_codex":0.054693017,"about_ca_topic_score_gemma":0.11910595,"teacher_disagreement_score":0.92722845,"about_ca_system_score_codex":0.000047616897,"about_ca_system_score_gemma":0.000028030818,"threshold_uncertainty_score":0.95160186},"labels":[],"label_agreement":null},{"id":"W3190106650","doi":"10.1177/07067437211037131","title":"The Impact of Transitions, a Mental Health Literacy Intervention With Embedded Life Skills for Postsecondary Students: Preliminary Findings From a Naturalistic Cohort Study","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Alberta Health Services; Saint Mary's University; Holland College; Mount Allison University; St. Francis Xavier University; Dalhousie University; University of Alberta","funders":"","keywords":"Mental health literacy; Mental health; Intervention (counseling); Cohort; Psychology; Stigma (botany); Young adult; Mental illness; Clinical psychology; Medicine; Psychiatry; Psychological intervention; Gerontology","score_opus":0.010571482099512497,"score_gpt":0.37811602446901776,"score_spread":0.3675445423695053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190106650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97811407,0.008384192,0.00002214258,0.009726606,0.00175879,0.0013029218,0.00064986275,0.0000036411873,0.00003776747],"genre_scores_gemma":[0.9985185,0.000020355264,0.00028891218,0.0005679307,0.00018243924,0.000043627377,0.00013219664,0.000022449276,0.00022355879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804235,0.00042370337,0.00075314904,0.00017922735,0.0002576322,0.00034393402],"domain_scores_gemma":[0.9984136,0.00014872472,0.0005554617,0.00029217513,0.00019561262,0.00039439008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078388053,0.00017535406,0.0003451552,0.00012326204,0.0008110477,0.00013726365,0.00041198704,0.000050777726,0.00049164664],"category_scores_gemma":[0.000021087155,0.00009750575,0.00028206134,0.00019811784,0.0000864023,0.00016150014,0.000011851153,0.00031826817,0.0000033913664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022825561,0.0018188532,0.94249517,0.00005676801,0.0027001312,0.000049407136,0.02505884,0.0000055231117,0.0000019377471,0.00028246068,0.01953257,0.0057157865],"study_design_scores_gemma":[0.004336104,0.0044503454,0.97555685,0.0004258377,0.00021075319,0.00017201214,0.013750335,0.000006173157,0.0000026411542,0.0009336892,0.00005444001,0.00010084004],"about_ca_topic_score_codex":0.022526972,"about_ca_topic_score_gemma":0.15797485,"teacher_disagreement_score":0.13544787,"about_ca_system_score_codex":0.0003383926,"about_ca_system_score_gemma":0.0015931603,"threshold_uncertainty_score":0.9839821},"labels":[],"label_agreement":null},{"id":"W3190401512","doi":"","title":"Measuring and Responding to Mental Health Needs of Emerging Adults Receiving Care in Canadian Psychiatric Settings: Evidence for the Importance of Assessing Anxiety Symptoms","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Psychiatry; Mental health care; Psychology; Clinical psychology; Medicine","score_opus":0.023176230184420162,"score_gpt":0.31506577760903376,"score_spread":0.2918895474246136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190401512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879825,0.008636291,0.000002286894,0.001652906,0.00047168855,0.0010471286,0.000084777115,0.0000080911,0.00011431761],"genre_scores_gemma":[0.9934535,0.0005147228,0.00066472957,0.000044197826,0.000025073756,0.0000046066352,0.00019501297,0.000023047221,0.005075097],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99856186,0.00013002666,0.00032572393,0.00034015812,0.0002079406,0.00043430863],"domain_scores_gemma":[0.9986897,0.00014470381,0.00059835886,0.000258266,0.00014424711,0.00016470379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005786299,0.00019614518,0.0004624223,0.0010901717,0.000426336,0.000017194363,0.00027344676,0.0001469479,0.0000417067],"category_scores_gemma":[0.000031778753,0.00020700002,0.00010189709,0.0009507156,0.00003208727,0.00022345487,0.00004245409,0.00017724029,4.1064249e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007055192,0.000033997163,0.2818117,0.0031059296,0.000087334774,0.000004391367,0.67832017,0.000012864621,0.00019902816,0.000058532416,0.00016014106,0.03550037],"study_design_scores_gemma":[0.00078885845,0.00017730353,0.19548595,0.0049030073,0.00006481387,0.000002052339,0.7981318,0.00004195545,0.00016284543,0.0000030086862,0.00008107152,0.00015733566],"about_ca_topic_score_codex":0.59268427,"about_ca_topic_score_gemma":0.90429485,"teacher_disagreement_score":0.31161058,"about_ca_system_score_codex":0.00046350452,"about_ca_system_score_gemma":0.00032680726,"threshold_uncertainty_score":0.8441216},"labels":[],"label_agreement":null},{"id":"W3190773635","doi":"10.1016/j.jad.2021.07.101","title":"Primary prevention of depression: An umbrella review of controlled interventions","year":2021,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Cilag; Takeda Oncology; H. Lundbeck A/S; Servier; Gedeon Richter; Teva Pharmaceutical Industries; Bundesministerium für Bildung und Forschung; National Science Foundation; Sunovion; Les Laboratories Pierre Fabre; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Bristol-Myers Squibb; Universität Basel; European Commission; Pfizer","keywords":"Medicine; Psychological intervention; Meta-analysis; Psychosocial; Depression (economics); Population; Psychiatry; Major depressive disorder; Internal medicine; Mood","score_opus":0.0841016980690247,"score_gpt":0.4973099178580721,"score_spread":0.4132082197890474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190773635","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016489254,0.99242085,0.00017074328,0.000022938446,0.0008847999,0.0020863914,0.000032039465,0.000004357031,0.0042129867],"genre_scores_gemma":[0.00027949293,0.9987862,0.000098326746,0.00003175872,0.00008721476,0.00012223358,0.000110340596,0.000034317818,0.00045013207],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9949321,0.002131366,0.0021593636,0.00025563498,0.000336752,0.00018479192],"domain_scores_gemma":[0.9936236,0.0005244188,0.005079938,0.00034558258,0.00032288904,0.000103558625],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012605542,0.0003174439,0.0038117445,0.00032920702,0.00005316435,0.000008177766,0.00033195442,0.00020990294,0.0013522827],"category_scores_gemma":[0.00015588,0.00022318897,0.0029492497,0.00041496955,0.000072179006,0.00016141216,0.00005788555,0.00041683952,0.000005454398],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012727843,0.0019164282,0.00006381226,0.14849424,0.001368062,0.000010764816,0.000057114972,1.2452726e-7,3.0825106e-7,0.00006896986,0.0009926884,0.8469002],"study_design_scores_gemma":[0.0076265545,0.0027478356,0.0006928118,0.86633795,0.008784523,0.00014900298,0.00026110333,2.1011434e-7,0.0000025487927,0.00021318883,0.11286835,0.00031589967],"about_ca_topic_score_codex":0.000031344818,"about_ca_topic_score_gemma":0.000026110163,"teacher_disagreement_score":0.8465843,"about_ca_system_score_codex":0.00012775061,"about_ca_system_score_gemma":0.00023137059,"threshold_uncertainty_score":0.9995606},"labels":[],"label_agreement":null},{"id":"W3191056683","doi":"10.1002/capr.12439","title":"Who is coming through the door? A national survey of self‐reported problems among post‐secondary school students who have attended campus mental health services in Canada","year":2021,"lang":"en","type":"article","venue":"Counselling and Psychotherapy Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; University of British Columbia","funders":"","keywords":"Mental health; Anxiety; Feeling; Quarter (Canadian coin); Psychology; Depression (economics); Medicine; Psychiatry; Social psychology","score_opus":0.08220217584830775,"score_gpt":0.4418226596524125,"score_spread":0.3596204838041048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191056683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97837806,0.017268477,0.000014387034,0.0017902193,0.0002950532,0.001130843,0.0002662255,0.000012093897,0.0008446309],"genre_scores_gemma":[0.96973366,0.025545668,0.000026349602,0.0024310336,0.000060011702,0.00012173715,0.00022368047,0.00003842461,0.0018194164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954324,0.0012496246,0.00071809225,0.00060415274,0.0013339249,0.00066184014],"domain_scores_gemma":[0.998062,0.0005103793,0.00027030637,0.0003799062,0.00059902685,0.00017836998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030440937,0.0002154778,0.00040748954,0.00012804705,0.00060850196,0.00012946078,0.000404801,0.00010091806,0.00086511497],"category_scores_gemma":[0.0000028496654,0.00017260009,0.00004037217,0.0006098307,0.00012239385,0.00014490818,0.000012081144,0.00063126,0.000006140367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063220167,0.0006313715,0.9379465,0.00041184525,0.0005371453,0.000037543,0.04775786,0.000007877111,0.00004,0.00015559848,0.0072094533,0.0046325778],"study_design_scores_gemma":[0.0047739707,0.00030381753,0.9767644,0.0008033288,0.0000073790843,0.00003469565,0.008278111,0.00044595505,0.00012593102,0.0020330825,0.006165862,0.0002634679],"about_ca_topic_score_codex":0.84360147,"about_ca_topic_score_gemma":0.9246901,"teacher_disagreement_score":0.08108868,"about_ca_system_score_codex":0.0003758207,"about_ca_system_score_gemma":0.0012431942,"threshold_uncertainty_score":0.94724023},"labels":[],"label_agreement":null},{"id":"W3191950981","doi":"10.1037/prj0000473","title":"Validation of the Patient Generated Index for people with severe mental illness.","year":2021,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Queen's University; University of Toronto; Centre for Addiction and Mental Health; Université Laval; Université de Montréal; Institut Universitaire en Santé Mentale de Québec; Institut universitaire en santé mentale de Montréal; Université du Québec à Chicoutimi; University of Ottawa","funders":"","keywords":"PsycINFO; Nomothetic and idiographic; Mental illness; Quality of life (healthcare); Psychiatry; Clinical psychology; Concurrent validity; Psychology; Construct validity; Psychometrics; Mental health; Medicine; MEDLINE; Psychotherapist; Social psychology","score_opus":0.010943818835070326,"score_gpt":0.30414265561950243,"score_spread":0.2931988367844321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191950981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99111587,0.000424672,0.00079816213,0.003435317,0.002767177,0.00073626684,0.00003063628,0.000009130477,0.0006827686],"genre_scores_gemma":[0.9961375,0.000011875305,0.0031135622,0.00014027426,0.00015395116,0.00010717543,0.000035224548,0.000015237014,0.0002852037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860334,0.0002726878,0.00047058667,0.00019208841,0.0002815704,0.00017974382],"domain_scores_gemma":[0.99880326,0.0001847253,0.0004185925,0.00020233057,0.0003218456,0.000069264286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002437629,0.00011136691,0.00016367296,0.000088160225,0.00041948177,0.00003261502,0.00010391553,0.000055676115,0.000554155],"category_scores_gemma":[0.000043627206,0.000070692055,0.00012063095,0.0005646236,0.000031247542,0.00012996967,0.0000145308695,0.00012260469,0.0000056414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001087682,0.0014469883,0.90553254,0.00017266895,0.00019294152,0.0000017987945,0.017144585,0.0005314976,0.00020992475,0.0014435193,0.018885393,0.05335045],"study_design_scores_gemma":[0.009587733,0.0027447245,0.9520222,0.00010625101,0.0001821164,0.00050473,0.022419656,0.00021129759,0.0017560795,0.004974996,0.005112222,0.00037800634],"about_ca_topic_score_codex":0.000021958896,"about_ca_topic_score_gemma":0.000027044807,"teacher_disagreement_score":0.052972443,"about_ca_system_score_codex":0.00009069271,"about_ca_system_score_gemma":0.00011068887,"threshold_uncertainty_score":0.6067608},"labels":[],"label_agreement":null},{"id":"W3191960913","doi":"10.3389/fpsyt.2021.719994","title":"An International Pilot Study of Self-Reported Quality of Life in Outpatient and Inpatient Mental Health Settings","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"KU Leuven; University of Rwanda","keywords":"Mental health; Medicine; Odds; Quality of life (healthcare); Scale (ratio); Psychology; Family medicine; Clinical psychology; Gerontology; Logistic regression; Psychiatry; Nursing","score_opus":0.03534126105002185,"score_gpt":0.3884560824149993,"score_spread":0.35311482136497746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191960913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98791283,0.001109286,0.000020084857,0.0006897509,0.008964523,0.00077656505,0.000053243635,0.000015165206,0.00045855332],"genre_scores_gemma":[0.9956097,0.000061204286,0.0036819594,0.00041990177,0.00003695526,0.000048246846,0.00010518842,0.000012582814,0.000024236639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745226,0.00044805038,0.0011984974,0.00039771703,0.0002856088,0.00021785223],"domain_scores_gemma":[0.9989078,0.000018271727,0.0006076149,0.0003101811,0.00004369503,0.00011246166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056109997,0.00013754658,0.0004312512,0.00023200044,0.00004535816,0.000007389619,0.00014628062,0.00004689919,0.00006948256],"category_scores_gemma":[0.000014457793,0.00014154824,0.000025605705,0.00026541445,0.000028814535,0.00011588334,0.00005436044,0.00015459849,6.205582e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065693446,0.01812949,0.96151567,0.00013249436,0.00015881735,0.0000030726667,0.013576652,0.0000024150315,0.0000041179537,0.00027559124,0.0030496316,0.002495118],"study_design_scores_gemma":[0.0059544477,0.0030188302,0.95992386,0.00007628111,0.000009670423,0.0000015304028,0.030598678,0.00004975666,0.000005654182,0.00021074139,0.00005354544,0.00009702441],"about_ca_topic_score_codex":0.002334933,"about_ca_topic_score_gemma":0.0018739284,"teacher_disagreement_score":0.017022027,"about_ca_system_score_codex":0.00014362532,"about_ca_system_score_gemma":0.000120812845,"threshold_uncertainty_score":0.5772169},"labels":[],"label_agreement":null},{"id":"W3195880032","doi":"10.1007/s11013-021-09743-4","title":"“Women as Troublemakers”: The Hard Sociopolitical Context of Soft Bipolar Disorder in Iran","year":2021,"lang":"en","type":"article","venue":"Culture Medicine and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Bipolar disorder; Psychiatry; Psychology; Geography; Archaeology","score_opus":0.03638870323886344,"score_gpt":0.3617677129498606,"score_spread":0.32537900971099715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195880032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8693917,0.073896505,0.000011870593,0.039331872,0.0016344051,0.00030853573,0.000016875681,0.000017180231,0.015391061],"genre_scores_gemma":[0.9819903,0.0004334521,0.00004340417,0.00974356,0.0005526515,0.000061089406,0.00004578628,0.00001452632,0.0071152807],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873996,0.00014634995,0.00034367232,0.00026666847,0.00016130257,0.0003420685],"domain_scores_gemma":[0.99942786,0.000087588414,0.00007848924,0.00024111819,0.0000308125,0.00013412326],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022268113,0.00015941705,0.00033278659,0.000040843937,0.00013500394,0.000007857003,0.00010991222,0.00013635407,0.0022031087],"category_scores_gemma":[0.000026894306,0.000088451634,0.000049906652,0.00021118257,0.00027710805,0.000041813284,0.000024443445,0.000277335,0.000038363498],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037256503,0.0009115427,0.54753894,0.00043536106,0.00024050559,0.000047897705,0.09430281,8.4483915e-8,0.00008234073,0.24437521,0.07862802,0.033064704],"study_design_scores_gemma":[0.0106576225,0.0011252624,0.16075414,0.0004093469,0.00014384452,0.00014049835,0.38863575,0.0000039949755,0.000029508643,0.026007494,0.41179082,0.00030173128],"about_ca_topic_score_codex":0.00048711494,"about_ca_topic_score_gemma":0.00035574535,"teacher_disagreement_score":0.38678482,"about_ca_system_score_codex":0.000024292358,"about_ca_system_score_gemma":0.00003816744,"threshold_uncertainty_score":0.998709},"labels":[],"label_agreement":null},{"id":"W3196321033","doi":"10.3138/jmvfh-2021-0005","title":"Comparison of national trends in mental health service use intensity in Canadian military and civilian populations","year":2021,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Defence Research and Development Canada","funders":"","keywords":"Mental health; Mental health care; Military service; Mental health service; Service (business); Health care; Military personnel; Type of service; Medicine; Service member; Psychology; Nursing; Psychiatry; Business; Political science; Marketing","score_opus":0.14673274626502378,"score_gpt":0.43939989433277177,"score_spread":0.29266714806774796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196321033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94806737,0.039887555,0.00000139891,0.011106223,0.00044488686,0.00015851423,0.00019567412,0.0000025028758,0.00013590841],"genre_scores_gemma":[0.99077946,0.0015326958,0.00074941054,0.006691969,0.00004011418,0.0000022015079,0.00016072625,0.00000872733,0.00003468877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997786,0.00032359356,0.0010686895,0.00021459087,0.0002190846,0.00038802865],"domain_scores_gemma":[0.9990183,0.0000630008,0.00018239467,0.000109413806,0.00011597208,0.0005108868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007948726,0.00014038412,0.0005837005,0.0006562514,0.00015189838,0.0000041359513,0.000071541144,0.00007157734,0.000057781555],"category_scores_gemma":[0.000011313667,0.00013765204,0.0000485781,0.00041708277,0.00004341648,0.00022940309,0.00002331518,0.00031890976,8.7232434e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003905518,0.0005588287,0.9468155,0.00018046862,0.000029349947,0.00005175003,0.021893675,0.000018374672,0.000014288321,0.00009524428,0.0051875836,0.024764406],"study_design_scores_gemma":[0.0018872233,0.0005530938,0.98795533,0.00027701317,0.0000034931163,0.00011542067,0.00766166,0.0004581579,7.909183e-7,0.00009500924,0.00091064407,0.00008217985],"about_ca_topic_score_codex":0.63968,"about_ca_topic_score_gemma":0.8831818,"teacher_disagreement_score":0.24350178,"about_ca_system_score_codex":0.0005364716,"about_ca_system_score_gemma":0.00046696904,"threshold_uncertainty_score":0.5613287},"labels":[],"label_agreement":null},{"id":"W3196384246","doi":"10.5770/cgj.24.473","title":"Integrated Community Collaborative Care for Seniors with Depression/Anxiety and any Physical Illness","year":2021,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Collaborative Care; Depression (economics); Anxiety; Geriatrics; Integrated care; Family medicine; Health care; Psychiatry; Nursing; Primary care","score_opus":0.016522567368196878,"score_gpt":0.3165336364778198,"score_spread":0.30001106910962294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196384246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99326485,0.0021705625,0.000111818226,0.0003550304,0.0006884015,0.0003551283,0.00043385813,0.000010820985,0.0026094965],"genre_scores_gemma":[0.9982223,0.00006956225,0.0005998087,0.00030930786,0.00028485514,0.00004524033,0.00013551148,0.000023561095,0.00030986537],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99881303,0.00031522076,0.0001702948,0.0001773996,0.00010574326,0.00041833232],"domain_scores_gemma":[0.9983189,0.00013034893,0.000114220624,0.0001890168,0.00051968085,0.00072784146],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00016198233,0.00016267628,0.00023866593,0.00012471908,0.0015210875,0.00014304584,0.00013289067,0.00010264632,0.00012545081],"category_scores_gemma":[0.00003460627,0.00012595391,0.00004284476,0.00049928104,0.000059826212,0.00011537633,0.000019532892,0.0005051539,0.000004486133],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012589465,0.0006507358,0.34922683,0.0004036576,0.0006989806,0.0015624966,0.1424177,0.000030140172,0.00018015433,0.0019824447,0.034129754,0.46745816],"study_design_scores_gemma":[0.0162468,0.0014259176,0.23412085,0.0003565087,0.0006547581,0.003369186,0.49621692,0.00015914564,0.002501682,0.0013657847,0.24191174,0.0016707005],"about_ca_topic_score_codex":0.013683005,"about_ca_topic_score_gemma":0.13756543,"teacher_disagreement_score":0.46578744,"about_ca_system_score_codex":0.00035726538,"about_ca_system_score_gemma":0.0009202757,"threshold_uncertainty_score":0.9997788},"labels":[],"label_agreement":null},{"id":"W3196448628","doi":"10.1186/s13063-021-05547-4","title":"Protocol for a multi-phase, mixed methods study to develop and evaluate culturally adapted CBT to improve community mental health services for Canadians of south Asian origin","year":2021,"lang":"en","type":"article","venue":"Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Queen's University; Université de Sherbrooke; Wellesley Institute; South Bruce Grey Health Centre; University of Ottawa; University of Toronto; Mental Health Commission of Canada; Centre for Addiction and Mental Health","funders":"Health Canada; Mental Health Commission","keywords":"Mental health; Anxiety; Psychological intervention; Medicine; Mood; Clinical psychology; Psychiatry; Psychology","score_opus":0.4113404133556828,"score_gpt":0.6239650376204052,"score_spread":0.21262462426472245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196448628","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43299016,0.00003282506,0.002477701,0.0020893756,0.000678347,0.5592064,0.0023946306,0.00004191787,0.000088606605],"genre_scores_gemma":[0.10271783,4.7277223e-7,0.2143229,0.0017748927,0.00013243772,0.6791028,0.00037115408,0.000056903682,0.0015206558],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9942848,0.0036067448,0.0010994887,0.0003975643,0.00014445276,0.00046694998],"domain_scores_gemma":[0.99789286,0.00051997026,0.00047740218,0.00036774133,0.00033833736,0.00040367013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00696518,0.00024902204,0.0009946402,0.00011314351,0.000499517,0.000048167385,0.00023024976,0.00006748456,0.0000999122],"category_scores_gemma":[0.0002992139,0.0001943615,0.00007678534,0.00035948824,0.00001546232,0.00006310554,0.00008810798,0.000096324446,0.0000051000047],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01775233,0.007473101,0.0012780087,0.002514723,0.0011953027,0.000005832421,0.3543154,0.0000012809861,0.004251649,0.0002924506,0.0046480866,0.60627186],"study_design_scores_gemma":[0.25037354,0.03627628,0.034455594,0.0010211002,0.00065480685,0.00001328759,0.5879593,0.0003217369,0.02624953,0.00034898068,0.060844045,0.0014817889],"about_ca_topic_score_codex":0.02142938,"about_ca_topic_score_gemma":0.088243805,"teacher_disagreement_score":0.60479003,"about_ca_system_score_codex":0.0001896935,"about_ca_system_score_gemma":0.0003748188,"threshold_uncertainty_score":0.985087},"labels":[],"label_agreement":null},{"id":"W3196655776","doi":"10.1007/s11013-021-09752-3","title":"Correction to: “Women as Troublemakers”: The Hard Sociopolitical Context of Soft Bipolar Disorder in Iran","year":2021,"lang":"en","type":"erratum","venue":"Culture Medicine and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Bipolar disorder; Psychology; Psychiatry; Clinical psychology; Medicine; Criminology; History; Mood; Archaeology","score_opus":0.026281911983004735,"score_gpt":0.35749881436505127,"score_spread":0.33121690238204654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196655776","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053438216,0.3537788,0.000039615097,0.07351905,0.33039916,0.0025978128,0.00016010916,0.00008660239,0.18598063],"genre_scores_gemma":[0.059931792,0.003455752,0.000042498654,0.027050512,0.011255208,0.0005198888,0.0012960612,0.00010842204,0.8963399],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977109,0.00024906851,0.0006215681,0.0005550596,0.00032270094,0.00054073666],"domain_scores_gemma":[0.9989291,0.00013177746,0.0002177962,0.0004082607,0.00006236453,0.00025069292],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033646417,0.0003964154,0.0008109752,0.0001457199,0.00021072089,0.000018578337,0.00022716174,0.0005417644,0.0024379373],"category_scores_gemma":[0.00007809526,0.00023352067,0.000111192014,0.0003848063,0.00027715514,0.00004261367,0.00004774639,0.0012565379,0.000059719543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001859649,0.0002680828,0.012108909,0.00037718847,0.000149732,0.000011377073,0.027182372,4.0401325e-8,0.000001818847,0.0040146913,0.9455238,0.010176036],"study_design_scores_gemma":[0.002233952,0.0009891059,0.0117573645,0.0012633782,0.00013928,0.00004947996,0.10167163,0.0000022199176,6.78088e-7,0.0010667087,0.8805927,0.00023349463],"about_ca_topic_score_codex":0.0025499854,"about_ca_topic_score_gemma":0.002199781,"teacher_disagreement_score":0.7103592,"about_ca_system_score_codex":0.00009900743,"about_ca_system_score_gemma":0.00012291652,"threshold_uncertainty_score":0.99847394},"labels":[],"label_agreement":null},{"id":"W3196746221","doi":"10.1016/j.jad.2021.08.109","title":"Age and sex trends in depressive symptoms across middle and older adulthood: Comparison of the Canadian Longitudinal Study on Aging to American and European cohorts","year":2021,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Horizon 2020; Canadian Institutes of Health Research; Fifth Framework Programme; Seventh Framework Programme; University of Michigan; Max-Planck-Gesellschaft; National Institute on Aging; Sixth Framework Programme; Bundesministerium für Bildung und Forschung; European Commission; Government of Canada; Canada Foundation for Innovation","keywords":"Demography; Cohort; Epidemiology; Cohort study; Educational attainment; Depression (economics); Population; Cohort effect; Young adult; Gerontology; Center for Epidemiologic Studies Depression Scale; Cross-sectional study; Medicine; Psychology; Depressive symptoms; Psychiatry; Cognition; Internal medicine","score_opus":0.03557915644283724,"score_gpt":0.3988541691702729,"score_spread":0.3632750127274357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196746221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782425,0.0005893994,0.0000036086822,0.00027870524,0.0001296998,0.00025666357,0.000011577589,0.0000017839066,0.0009043213],"genre_scores_gemma":[0.9997695,0.000011565967,0.0000072865278,0.00010897308,0.000019663994,0.0000059783088,0.0000012510926,0.000012226607,0.00006354057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987598,0.00043050374,0.0002386125,0.00021145133,0.00013416652,0.00022547448],"domain_scores_gemma":[0.99934614,0.00011959814,0.00022249077,0.00010824258,0.000036013844,0.00016753508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023138402,0.00012721315,0.00032410008,0.00015685287,0.00018745095,0.000040783794,0.00007387909,0.000020996134,0.000012724272],"category_scores_gemma":[0.000019134404,0.0000933269,0.000031942902,0.00030210504,0.00011657736,0.000056785568,0.000054524447,0.00021222555,2.9491144e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047204518,0.0003763685,0.808266,0.000009730094,0.00009413869,0.0001329599,0.028982945,0.0000073597503,0.0000068733398,0.00000500341,0.000040241288,0.1620312],"study_design_scores_gemma":[0.0018549239,0.0008738202,0.96752685,0.00010896327,0.00003558064,0.000036775535,0.029406952,0.0000035752082,0.000042230728,0.000009599313,0.000020903497,0.00007980211],"about_ca_topic_score_codex":0.028371625,"about_ca_topic_score_gemma":0.45670387,"teacher_disagreement_score":0.42833224,"about_ca_system_score_codex":0.000073354655,"about_ca_system_score_gemma":0.000017907629,"threshold_uncertainty_score":0.9780985},"labels":[],"label_agreement":null},{"id":"W3197014886","doi":"10.4103/wsp.wsp_36_21","title":"“There is No Such Thing as Society","year":2021,"lang":"en","type":"article","venue":"World Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Manifesto; Social psychiatry; Psychology; Sociology; Political science; Psychiatry; Law; Mental health","score_opus":0.026722546896291322,"score_gpt":0.38221327993764326,"score_spread":0.3554907330413519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197014886","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32157624,0.0037348145,0.00000960993,0.02682144,0.01047559,0.00027157064,0.00003248062,0.00016777284,0.6369105],"genre_scores_gemma":[0.6960157,0.000053085096,0.0011514383,0.029631525,0.004227514,0.00006060073,0.00006763315,0.00006140666,0.2687311],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843997,0.00011618679,0.00028798453,0.00043372242,0.00023865813,0.000483492],"domain_scores_gemma":[0.99940324,0.00003943005,0.00011951594,0.00026363856,0.000061864055,0.00011233362],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014915543,0.00019717289,0.00024102983,0.00003183117,0.00082245324,0.00006527317,0.00018929483,0.0001669203,0.021405177],"category_scores_gemma":[0.0000030116316,0.0002020978,0.0003223476,0.00042082457,0.00005930449,0.00009616372,0.000058295354,0.000352399,0.0036617168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006288967,0.000571761,0.046968732,0.00008727836,0.00023556883,0.00002316059,0.009408729,3.2115516e-8,0.000016617858,0.056483667,0.8779305,0.008211044],"study_design_scores_gemma":[0.005114788,0.0001447526,0.12529115,0.00017993746,0.0002145996,0.00002396461,0.025585854,0.0000070667547,0.00013735032,0.038175806,0.804083,0.0010417282],"about_ca_topic_score_codex":0.00035677644,"about_ca_topic_score_gemma":0.00055131863,"teacher_disagreement_score":0.37443945,"about_ca_system_score_codex":0.00008873288,"about_ca_system_score_gemma":0.00012675379,"threshold_uncertainty_score":0.99711406},"labels":[],"label_agreement":null},{"id":"W3200104560","doi":"10.1186/s12955-021-01851-4","title":"Treatment adequacy and remission of depression and anxiety disorders and quality of life in primary care older adults","year":2021,"lang":"en","type":"article","venue":"Health and Quality of Life Outcomes","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Quality of life (healthcare); Anxiety; Medicine; Depression (economics); Population; Psychiatry; Gerontology; Physical therapy; Clinical psychology","score_opus":0.06820091691211638,"score_gpt":0.42585216085243627,"score_spread":0.3576512439403199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200104560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9436231,0.053677984,0.0000038707212,0.0016159923,0.00007693038,0.000595888,0.00010499906,0.000009411238,0.00029182184],"genre_scores_gemma":[0.9846758,0.014087812,0.00027811417,0.00073601527,0.000012504117,0.000023020079,0.00009384251,0.000010369737,0.000082481965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99726135,0.0006864544,0.0011282827,0.00044819643,0.00020834753,0.000267363],"domain_scores_gemma":[0.9981875,0.0004915099,0.0005688357,0.00026821034,0.00004816131,0.00043578979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005151604,0.00020406826,0.0010106412,0.00007714647,0.00011299369,0.000006565397,0.00004268765,0.00014166499,0.000025649713],"category_scores_gemma":[0.000121215955,0.00015709714,0.00005684819,0.000100082194,0.0001415937,0.000088035726,0.00007998006,0.00009620399,1.669608e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009771535,0.00042249545,0.86298513,0.0070427204,0.000030077306,4.494369e-7,0.011918725,6.1587635e-8,0.000019846806,0.0001780319,0.000015346464,0.11640998],"study_design_scores_gemma":[0.007832182,0.00030180498,0.97968996,0.00039168558,0.00001159403,0.0000010056873,0.011436454,0.0000024703077,0.000060966016,0.00004109569,0.000112262416,0.0001185204],"about_ca_topic_score_codex":0.012559449,"about_ca_topic_score_gemma":0.001845315,"teacher_disagreement_score":0.11670485,"about_ca_system_score_codex":0.000048439528,"about_ca_system_score_gemma":0.00016944611,"threshold_uncertainty_score":0.994016},"labels":[],"label_agreement":null},{"id":"W3200366316","doi":"10.24095/hpcdp.41.9.01","title":"Access to mental health for Black youths in Alberta","year":2021,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"PolicyWise for Children and Families","keywords":"Mental health; Participatory action research; Thematic analysis; Focus group; Public relations; Community-based participatory research; Conversation; Psychology; Qualitative research; Political science; Sociology","score_opus":0.05797316688751848,"score_gpt":0.4232116749650811,"score_spread":0.36523850807756264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200366316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8410973,0.0042744554,0.00021190564,0.14588547,0.0016610002,0.0058262865,0.00036301205,0.000020645366,0.0006599595],"genre_scores_gemma":[0.99109983,0.00029729542,0.000037269238,0.0040174746,0.00006778988,0.0007385763,0.0006319844,0.00001796586,0.0030918338],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978908,0.00030447976,0.00057318504,0.00047861616,0.00017692952,0.0005760168],"domain_scores_gemma":[0.99895424,0.0000385608,0.0001560506,0.0001963751,0.000024884035,0.0006299041],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029110862,0.00014748653,0.00025985934,0.00010215163,0.0001733512,0.00003356606,0.00010106938,0.000031766453,0.0009804709],"category_scores_gemma":[0.000013211361,0.00016172806,0.00003565564,0.00028152115,0.000014210521,0.00013727452,0.000054445816,0.00009960632,0.000009869602],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092724257,0.0047149975,0.1947684,0.009617771,0.00008435702,0.000076605735,0.0054130703,0.00014241786,0.000002663742,0.008267006,0.11856841,0.65741706],"study_design_scores_gemma":[0.013256467,0.0011288543,0.93030065,0.0027366767,0.000017711245,0.000010128226,0.0024632325,0.0012913224,0.000018945533,0.0022857182,0.045904554,0.00058572035],"about_ca_topic_score_codex":0.7335375,"about_ca_topic_score_gemma":0.9913521,"teacher_disagreement_score":0.7355323,"about_ca_system_score_codex":0.0035348888,"about_ca_system_score_gemma":0.0057000206,"threshold_uncertainty_score":0.99993676},"labels":[],"label_agreement":null},{"id":"W3200690225","doi":"10.21203/rs.3.rs-33429/v3","title":"Opportunities and challenges to Integrating mental health into HIV programs in a Low- and Middle-Income Country: Insights from the Nigeria Implementation Science Alliance","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"Centers for Disease Control and Prevention; United States Agency for International Development","keywords":"Stigma (botany); Mental health; Workforce; Social stigma; Alliance; Capacity building; Medicine; Psychology; Medical education; Human immunodeficiency virus (HIV); Nursing; Political science; Family medicine; Psychiatry","score_opus":0.3491701111638113,"score_gpt":0.5057526408537614,"score_spread":0.15658252968995007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200690225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9281737,0.0235709,0.0000046994414,0.04286197,0.0002883779,0.0044946754,0.00022072108,0.000042276515,0.00034263186],"genre_scores_gemma":[0.9845025,0.01244794,0.0004093447,0.00042824628,0.00016832164,0.0013950899,0.00057513214,0.00002873964,0.000044710174],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9960517,0.0007898049,0.00051912456,0.0010286514,0.00087010226,0.00074057165],"domain_scores_gemma":[0.998516,0.00029303608,0.00017390231,0.0004305524,0.00012942648,0.00045705328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016437301,0.00028764002,0.00039631478,0.0002287136,0.00087064086,0.0004403296,0.00056672696,0.00011763861,0.00006680126],"category_scores_gemma":[0.000053480668,0.00021269055,0.000024973848,0.0004488222,0.00052194484,0.00020960913,0.0012933594,0.0007912397,0.000015765285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006704698,0.00048056504,0.07502473,0.0068812263,0.000112020796,0.00012324698,0.51782143,6.3964137e-7,0.000059620543,0.017944489,0.0004917437,0.3803898],"study_design_scores_gemma":[0.0023722416,0.0017716894,0.32356775,0.014420306,0.0000083508785,0.000006578781,0.64297664,0.00023402696,0.000070321745,0.007704015,0.0062657464,0.0006023336],"about_ca_topic_score_codex":0.014076414,"about_ca_topic_score_gemma":0.027262624,"teacher_disagreement_score":0.37978747,"about_ca_system_score_codex":0.00062373787,"about_ca_system_score_gemma":0.0004666717,"threshold_uncertainty_score":0.9924889},"labels":[],"label_agreement":null},{"id":"W3200917426","doi":"10.1123/jcsp.2021-0005","title":"Mental Health Literacy and Confidence in a Sample of Student Athletic Therapists","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sport Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Mental health; Referral; Mental health literacy; Psychology; Athletes; Literacy; Clinical psychology; Health literacy; Population; Sample (material); Athletic training; Psychiatry; Physical therapy; Family medicine; Medicine; Mental illness; Health care; Pedagogy; Environmental health","score_opus":0.12373853892299701,"score_gpt":0.5834203707180624,"score_spread":0.4596818317950654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200917426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98076105,0.007847812,0.00006951681,0.008139942,0.0022270062,0.00020352217,0.000011858261,0.0000034898046,0.00073581457],"genre_scores_gemma":[0.99016833,0.0035580888,0.0012039349,0.0046812026,0.0002011736,0.000004518675,0.000008406021,0.0000110878245,0.00016326817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99631155,0.00036301254,0.002500051,0.00029915915,0.00023748068,0.000288757],"domain_scores_gemma":[0.9975718,0.00048658435,0.0013498504,0.0002603729,0.000097145254,0.00023422345],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020617826,0.00013220024,0.0009353994,0.00011526521,0.000038447255,0.000011211013,0.00020630757,0.00014268981,0.0013079727],"category_scores_gemma":[0.000045288096,0.000106434956,0.00016691549,0.00018045914,0.00016115136,0.00009054431,0.00004291246,0.0004524886,0.000010766908],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008424587,0.0023700106,0.8222914,0.000031300326,0.00009404665,0.00035110433,0.0014484761,1.2043874e-7,0.000010008391,0.0015003326,0.00076505146,0.1702957],"study_design_scores_gemma":[0.005043349,0.001646476,0.9801079,0.00017387167,0.000012505423,0.00040677236,0.00027529715,0.00000103745,0.000005324865,0.0015602853,0.0106937485,0.00007340735],"about_ca_topic_score_codex":0.00011816959,"about_ca_topic_score_gemma":0.00008514687,"teacher_disagreement_score":0.1702223,"about_ca_system_score_codex":0.00003108727,"about_ca_system_score_gemma":0.00010674128,"threshold_uncertainty_score":0.99960494},"labels":[],"label_agreement":null},{"id":"W3201621284","doi":"10.21203/rs.3.rs-15809/v1","title":"A Systematic Review of Validated Screening Tools for Anxiety Disorders and PTSD in Low to Middle Income Countries","year":2020,"lang":"en","type":"review","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Anxiety; Low and middle income countries; Psychiatry; Clinical psychology; Psychology; Medicine; Developing country; Economics; Economic growth","score_opus":0.18259855576029213,"score_gpt":0.5147060083687467,"score_spread":0.33210745260845453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201621284","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039915827,0.9788217,0.000024900062,0.0003290026,0.000065150525,0.01987446,0.00058111455,0.000022339102,0.00024144923],"genre_scores_gemma":[0.00013210956,0.9919224,0.00013269419,0.00008877492,0.000041470517,0.007032633,0.0003471846,0.000057358568,0.0002454054],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99539465,0.0014718206,0.001299213,0.0005961697,0.00058253633,0.00065561815],"domain_scores_gemma":[0.99646753,0.002257074,0.0003316261,0.00052366254,0.00017524019,0.00024483973],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002776778,0.00034201116,0.0027798086,0.00042545324,0.00014403323,0.00008980572,0.0004683214,0.00021836339,0.0001746704],"category_scores_gemma":[0.0009963262,0.00025532226,0.00026765605,0.0012840576,0.00008055578,0.00013165928,0.00022435983,0.00043012286,0.00009151356],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000404182,0.000059214322,0.000045422712,0.8996852,0.0001243395,0.000009404935,0.00027842348,1.8706448e-8,7.508422e-9,0.00025450558,0.00025106585,0.09925196],"study_design_scores_gemma":[0.00038434527,0.00031224627,0.000022610548,0.83769065,0.00019060279,0.0000054224924,0.000314166,0.0000022016939,1.9888721e-7,0.000014669472,0.1608878,0.0001750978],"about_ca_topic_score_codex":0.00022925992,"about_ca_topic_score_gemma":0.00009058406,"teacher_disagreement_score":0.16063672,"about_ca_system_score_codex":0.00019741165,"about_ca_system_score_gemma":0.00014402578,"threshold_uncertainty_score":0.9999899},"labels":[],"label_agreement":null},{"id":"W3202443440","doi":"10.1186/s12955-021-01870-1","title":"Correction to: Treatment adequacy and remission of depression and anxiety disorders and quality of life in primary care older adults","year":2021,"lang":"en","type":"article","venue":"Health and Quality of Life Outcomes","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Depression (economics); Anxiety; Primary care; Quality of life (healthcare); Psychiatry; Psychology; Clinical psychology; Medicine; Gerontology; Psychotherapist; Family medicine","score_opus":0.05986923251616468,"score_gpt":0.4222277419641244,"score_spread":0.3623585094479597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202443440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973704,0.023729589,0.000010038724,0.0012873523,0.00024456964,0.0006736972,0.00006644235,0.00001037987,0.00027397517],"genre_scores_gemma":[0.9917433,0.006895614,0.00022502553,0.00086505146,0.000014575183,0.000027382648,0.00007566161,0.000009392348,0.00014394353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975651,0.000606982,0.0009824865,0.00042463193,0.00018775227,0.00023303868],"domain_scores_gemma":[0.9983146,0.000511213,0.00046131347,0.00022305659,0.000052373613,0.00043742446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052373816,0.00018052348,0.0008436107,0.00008729334,0.00011287687,0.0000065854106,0.00003387893,0.000109860644,0.000020505764],"category_scores_gemma":[0.00018026482,0.00014387343,0.00004768451,0.000121445264,0.00008324263,0.00007947765,0.000065691056,0.00009060134,2.0607258e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010854889,0.00034001388,0.81110126,0.003628464,0.000020533013,2.1456798e-7,0.012058581,1.9061804e-7,0.000025721098,0.0000482608,0.00005117121,0.1716401],"study_design_scores_gemma":[0.005203344,0.00038970076,0.9815692,0.00051298813,0.000009692145,9.1582336e-7,0.011957666,0.0000044835538,0.0000955298,0.00001683165,0.00013028935,0.000109366076],"about_ca_topic_score_codex":0.018676193,"about_ca_topic_score_gemma":0.004109305,"teacher_disagreement_score":0.17153074,"about_ca_system_score_codex":0.000062886036,"about_ca_system_score_gemma":0.00014572889,"threshold_uncertainty_score":0.98785853},"labels":[],"label_agreement":null},{"id":"W3202660027","doi":"10.1136/bmj.n2183","title":"Accuracy of the Patient Health Questionnaire-9 for screening to detect major depression: updated systematic review and individual participant data meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":348,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"National Cancer Institute; Fonds de Recherche du Québec - Santé; Mitacs; Canadian Institutes of Health Research; McGill University Health Centre; Faculty of Medicine, McGill University; McGill University","keywords":"Meta-analysis; PsycINFO; Confidence interval; Medicine; MEDLINE; Mini-international neuropsychiatric interview; Patient Health Questionnaire; Depression (economics); Clinical psychology; Psychiatry; Depressive symptoms; Internal medicine; Cognition; Anxiety","score_opus":0.48325145727569624,"score_gpt":0.5394875137754496,"score_spread":0.05623605649975333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202660027","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013047945,0.981684,0.0002803584,0.0010865866,0.00014704054,0.014892312,0.0018830284,0.000016380223,0.000008962683],"genre_scores_gemma":[0.00019358259,0.98650473,0.001370575,0.0017490288,0.00004210222,0.0079243835,0.002000036,0.00003983938,0.00017574272],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.993367,0.0027165574,0.0024188873,0.00075771386,0.000369641,0.00037016376],"domain_scores_gemma":[0.9938828,0.00068703305,0.0027329407,0.0024147772,0.00008779616,0.00019466064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027414816,0.0003947594,0.0062390487,0.00014924309,0.0002351884,0.000048360856,0.000842286,0.00012588028,0.00027923024],"category_scores_gemma":[0.00064936036,0.0002014591,0.00109131,0.00094713736,0.000025316845,0.00007829714,0.0006668389,0.00017105958,0.0000109083785],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060961706,0.00007574884,0.0000074083528,0.6611925,0.12155722,0.0000044306166,0.00013943497,2.9408685e-7,2.203384e-9,0.000027330421,0.0125015415,0.20448801],"study_design_scores_gemma":[0.00013903037,0.000075990574,0.000026605043,0.15000057,0.8061847,0.000026892641,0.000045336812,0.0000027005176,2.2822533e-7,0.0000027396968,0.043293886,0.00020130331],"about_ca_topic_score_codex":0.0002710854,"about_ca_topic_score_gemma":0.00017414252,"teacher_disagreement_score":0.6846275,"about_ca_system_score_codex":0.000029273227,"about_ca_system_score_gemma":0.00015512458,"threshold_uncertainty_score":0.8215264},"labels":[],"label_agreement":null},{"id":"W3203836101","doi":"10.1186/s12888-021-03501-x","title":"Validation of case definitions of depression derived from administrative data against the CIDI-SF as reference standard: results from the PROspective Québec (PROQ) study","year":2021,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université Laval; The Quebec Population Health Research Network","funders":"Canadian Institutes of Health Research","keywords":"CIDI; Depression (economics); Psychiatry; Concordance; Clinical psychology; Psychology; Medicine; Mental health; Internal medicine; National Comorbidity Survey","score_opus":0.18532542200371338,"score_gpt":0.4145696735296654,"score_spread":0.22924425152595201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203836101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793163,0.0014582064,0.000085554406,0.0006300109,0.0007021133,0.0012991249,0.009543377,0.000023482873,0.0069418093],"genre_scores_gemma":[0.99602145,0.000046888228,0.0014371,0.00012771733,0.00014112216,0.0001378299,0.0020071429,0.000016506232,0.00006422666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749607,0.0007213012,0.00065954495,0.000637991,0.00030767877,0.00017742548],"domain_scores_gemma":[0.99669075,0.0008399346,0.0005645827,0.0016936597,0.00015111438,0.000059934584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033886122,0.00018955779,0.00027703439,0.000024500549,0.00042915484,0.000034259083,0.0004962598,0.000091657574,0.0003923032],"category_scores_gemma":[0.00018614926,0.00011493385,0.00005619152,0.00023644175,0.00012400071,0.00013960266,0.00021185147,0.00023921073,0.000027218606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004958913,0.0034695473,0.96209276,0.000031629166,0.0006238376,0.0000703364,0.020291043,0.000004857522,0.00031020504,0.0016537767,0.0035595223,0.0029335623],"study_design_scores_gemma":[0.007429909,0.0006933969,0.8683119,0.00026542912,0.00047980773,0.000035669727,0.1113565,0.000013035303,0.005491026,0.005540585,0.00014756591,0.0002352153],"about_ca_topic_score_codex":0.044042226,"about_ca_topic_score_gemma":0.14004579,"teacher_disagreement_score":0.09600357,"about_ca_system_score_codex":0.000051679956,"about_ca_system_score_gemma":0.0007221621,"threshold_uncertainty_score":0.9623236},"labels":[],"label_agreement":null},{"id":"W3203889519","doi":"10.1093/pubmed/fdab314","title":"Operational challenges in the implementation of an anti-stigma campaign in rural Andhra Pradesh, India","year":2021,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Grand Challenges Canada","keywords":"Stigma (botany); Environmental health; Optometry; Medicine; Rural area; Socioeconomics; Geography; Traditional medicine; Psychiatry; Sociology","score_opus":0.168265381665648,"score_gpt":0.47757689016405763,"score_spread":0.3093115084984096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203889519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633035,0.003015304,0.000012366278,0.032773893,0.00029298296,0.00024753623,0.000015461645,0.000002146131,0.00033683315],"genre_scores_gemma":[0.9974071,0.0008754242,0.00024631643,0.00121552,0.00017706885,0.000014148838,0.000045976005,0.0000065040535,0.000011965125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717414,0.0012411398,0.0008375307,0.00011139823,0.0003254738,0.00031034087],"domain_scores_gemma":[0.99903005,0.0001225924,0.00047597766,0.00013454356,0.00010214922,0.00013468969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033286368,0.00008559811,0.00026975022,0.00025942954,0.00007917177,0.00003894883,0.00017864585,0.000054374686,0.0005828523],"category_scores_gemma":[0.000025910284,0.00006036709,0.000038095917,0.00032315953,0.000023132658,0.00045486333,0.000014071222,0.0002486818,0.0000026433581],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048409245,0.0021445053,0.51260835,0.00015688634,0.00005041262,0.00018631246,0.061161764,0.0000039206116,0.000049665905,0.013344064,0.0009575724,0.40928817],"study_design_scores_gemma":[0.0019864654,0.0005182111,0.9260775,0.000043404718,0.0000025954325,0.00018362155,0.07005444,0.000006558377,0.000025399526,0.0002042354,0.0008527516,0.00004480454],"about_ca_topic_score_codex":0.00059861166,"about_ca_topic_score_gemma":0.0022966005,"teacher_disagreement_score":0.4134692,"about_ca_system_score_codex":0.00016990774,"about_ca_system_score_gemma":0.0007235809,"threshold_uncertainty_score":0.6381824},"labels":[],"label_agreement":null},{"id":"W3204240027","doi":"","title":"Recovery and mental health: a review of the Latin American literature","year":2021,"lang":"es","type":"review","venue":"Revista Iberoamericana de Psicología: Ciencia y Tecnología","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Latin Americans; Philosophy","score_opus":0.028487657245202823,"score_gpt":0.3670224092130583,"score_spread":0.3385347519678555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204240027","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032646144,0.9756755,0.000008751533,0.011302373,0.00077557104,0.005312521,0.0013954542,0.00007997746,0.0021851878],"genre_scores_gemma":[0.0007097602,0.97958684,0.00096687954,0.014730018,0.00023227409,0.000652932,0.00056369486,0.00014169,0.0024159383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98720247,0.0048556253,0.0030777752,0.0021171095,0.0008137243,0.0019333077],"domain_scores_gemma":[0.9898943,0.0009385458,0.0059675584,0.0023043174,0.00025238356,0.00064290914],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001997383,0.0015246335,0.0065761777,0.00044097146,0.0009554295,0.00022806444,0.0018287371,0.00060312037,0.0010035887],"category_scores_gemma":[0.0007175285,0.00106976,0.0014980037,0.0055172304,0.0025137719,0.0001672018,0.0010164074,0.0019858982,0.00006271434],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028501061,0.00054181524,0.0022691467,0.07508784,0.00053074857,0.000054723227,0.00038868428,4.3522252e-8,0.000005235444,0.00087463664,0.037146952,0.88307166],"study_design_scores_gemma":[0.00048345776,0.0011610694,0.0043879314,0.17383046,0.0007475755,0.0003942949,0.00037684522,0.0000016848936,0.0000038636376,0.000015087649,0.8178481,0.00074965245],"about_ca_topic_score_codex":0.0012205656,"about_ca_topic_score_gemma":0.00007153162,"teacher_disagreement_score":0.882322,"about_ca_system_score_codex":0.0017078678,"about_ca_system_score_gemma":0.0019520939,"threshold_uncertainty_score":0.99990964},"labels":[],"label_agreement":null},{"id":"W3204465534","doi":"10.20467/humancaring-d-20-00035","title":"Mental Health Literacy: An Essential Tool for Caring Post-Secondary Educators","year":2021,"lang":"en","type":"article","venue":"International Journal for Human Caring","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Mental health; Mental health literacy; Psychology; Literacy; Health literacy; Medical education; Health educators; Pedagogy; Medicine; Health education; Nursing; Health care; Public health; Mental illness; Political science; Psychiatry","score_opus":0.03419347841103756,"score_gpt":0.4543922868718963,"score_spread":0.4201988084608588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204465534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98116845,0.00087370863,0.00080792984,0.0017610951,0.013716418,0.00046418153,0.0003101422,0.000032522326,0.00086554914],"genre_scores_gemma":[0.9890321,0.000021776765,0.0012611627,0.0014176503,0.0030188067,0.00009584167,0.0010095832,0.000044407218,0.0040986757],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833775,0.000064439526,0.00057077146,0.00033976196,0.00027492436,0.00041237153],"domain_scores_gemma":[0.9989035,0.00006929892,0.00028351814,0.00015437097,0.0003944564,0.00019486439],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033445595,0.00017291697,0.00021905391,0.00019128075,0.0008716306,0.0004164585,0.0003555163,0.000061442195,0.0010241701],"category_scores_gemma":[0.000014607405,0.0001789963,0.00023291001,0.00004464955,0.000028468716,0.00054509804,0.00007847607,0.0002389011,0.0000110697065],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013473661,0.0017336976,0.02681251,0.00028269686,0.0018878783,0.00026310617,0.03075168,0.000024944282,0.0069634784,0.0722861,0.012205319,0.8454412],"study_design_scores_gemma":[0.061247192,0.006954041,0.28785476,0.0030397617,0.0005128408,0.011754525,0.0323219,0.0009845083,0.02996313,0.047255255,0.51397645,0.004135653],"about_ca_topic_score_codex":0.0003303184,"about_ca_topic_score_gemma":0.00022656152,"teacher_disagreement_score":0.84130555,"about_ca_system_score_codex":0.00061216624,"about_ca_system_score_gemma":0.0002677287,"threshold_uncertainty_score":0.999889},"labels":[],"label_agreement":null},{"id":"W3205506065","doi":"10.1007/s40596-021-01541-9","title":"Stigma in Psychiatry: Impact of a Virtual and Traditional Psychiatry Clerkship on Medical Student Attitudes","year":2021,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"University of Ottawa","keywords":"Medical education; Psychiatry; Medicine; Stigma (botany); Psychology","score_opus":0.05087748727219819,"score_gpt":0.4311350646832514,"score_spread":0.3802575774110532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205506065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685193,0.010036717,0.000012135867,0.009119295,0.007984242,0.0004327499,0.00012440312,0.00005584101,0.0037153494],"genre_scores_gemma":[0.9943411,0.0005808081,0.00041368662,0.003055559,0.0011405774,0.00010127865,0.00010743648,0.000048649916,0.000210957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99617136,0.00035736704,0.0010628309,0.0008492039,0.00087922433,0.00068000716],"domain_scores_gemma":[0.99843407,0.00025843497,0.00030750883,0.0004685758,0.00003652713,0.00049490377],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006511827,0.00042413265,0.00060516957,0.0003144191,0.00016356331,0.00002029873,0.0004995671,0.00075449847,0.002937627],"category_scores_gemma":[0.00004171205,0.00037457354,0.00024637626,0.00057562726,0.00020987724,0.00016611643,0.00009681231,0.0015425789,0.00010006268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044834838,0.002633931,0.8648497,0.00010163017,0.00025661188,0.000019172125,0.0004491846,0.0000054758743,0.0000103684415,0.107804894,0.017180873,0.006239813],"study_design_scores_gemma":[0.004960503,0.0009910392,0.98003954,0.00077959866,0.000054429114,0.00014339529,0.0011197568,0.0000162192,0.0000041767476,0.011492276,0.00007664643,0.00032244436],"about_ca_topic_score_codex":0.00016309757,"about_ca_topic_score_gemma":0.0003535556,"teacher_disagreement_score":0.11518982,"about_ca_system_score_codex":0.00014222265,"about_ca_system_score_gemma":0.0008470378,"threshold_uncertainty_score":0.9998706},"labels":[],"label_agreement":null},{"id":"W3206400684","doi":"10.33448/rsd-v10i13.21185","title":"Evidence of validity of the instrument interRAI emergency screener for psychiatry for the brazilian context","year":2021,"lang":"en","type":"article","venue":"Research Society and Development","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cronbach's alpha; Context (archaeology); Exploratory factor analysis; Psychology; Internal consistency; Clinical psychology; Interpretability; Psychiatry; Psychometrics; Medicine; Geography; Computer science","score_opus":0.360596190959033,"score_gpt":0.5002065521875344,"score_spread":0.1396103612285014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206400684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.963935,0.013796765,0.0021213037,0.015563861,0.001421689,0.0026558386,0.000055967277,0.0000081250155,0.00044144312],"genre_scores_gemma":[0.9924751,0.001140722,0.003137075,0.00022327757,0.00006586055,0.0005689831,0.000008706058,0.000008601469,0.0023717023],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998584,0.00015571127,0.00037173645,0.00023931504,0.00033297724,0.00031626812],"domain_scores_gemma":[0.9987774,0.00048685193,0.00010515728,0.00027420218,0.00029583677,0.000060568695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00167731,0.0000906757,0.00015798281,0.000014487367,0.00060540263,0.000011850388,0.00026715384,0.000069436705,0.0003285179],"category_scores_gemma":[0.00008506117,0.000051895597,0.00015358042,0.0001883635,0.0001828199,0.00005158057,0.00019965773,0.00013518789,0.0000022095362],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008101889,0.0014145474,0.20427747,0.0037150248,0.001119989,3.9911666e-7,0.031975865,0.000001396512,0.000893829,0.025916776,0.179295,0.5505795],"study_design_scores_gemma":[0.0051737977,0.0010351976,0.7739256,0.0018378712,0.00008922139,0.00000658434,0.06978453,0.00015814438,0.042160574,0.0062793447,0.099158846,0.00039028437],"about_ca_topic_score_codex":0.00009239325,"about_ca_topic_score_gemma":0.00028515255,"teacher_disagreement_score":0.56964815,"about_ca_system_score_codex":0.000061551764,"about_ca_system_score_gemma":0.0003408038,"threshold_uncertainty_score":0.46563286},"labels":[],"label_agreement":null},{"id":"W3206650848","doi":"10.29117/quarfe.2021.0125","title":"Barriers and Facilitators to Mental Health Help-seeking among Older Adults: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Building Resilience at Universities: Role of Innovation and Entrepreneurship","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Help-seeking; MEDLINE; Psychological intervention; Inclusion (mineral); Stigma (botany); Medicine; Anxiety; Psychology; Gerontology; Psychiatry","score_opus":0.01697131490848959,"score_gpt":0.33461920825388786,"score_spread":0.3176478933453983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206650848","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048459534,0.94827247,0.000012351667,0.00013811539,0.00018295829,0.0025173365,0.00011458623,0.00003774619,0.00026490577],"genre_scores_gemma":[0.008333084,0.9890836,0.00006712593,0.00047360122,0.00002023098,0.00010740536,0.00015364245,0.000029784547,0.0017315361],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9968046,0.00048755037,0.001172935,0.0007748052,0.0003292511,0.00043086318],"domain_scores_gemma":[0.9979565,0.00021837425,0.0009967523,0.00043432452,0.00012849504,0.00026551483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000642023,0.0004173861,0.0017489633,0.000592541,0.00039460437,0.000041128198,0.00027168836,0.00015867931,0.0002826385],"category_scores_gemma":[0.00011904157,0.00038610943,0.00012148215,0.0013722884,0.00014222367,0.00018890898,0.00023611882,0.00018931009,0.000008167707],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037654605,0.00004998948,0.0029316864,0.8341912,0.00023068616,0.00002267322,0.006443454,5.105856e-7,0.0000013853562,0.004135097,0.0011611745,0.15079448],"study_design_scores_gemma":[0.0005918734,0.00017957979,0.0002321455,0.9410587,0.00041809268,0.000070774804,0.036441103,0.0000042067454,0.000006093532,0.000007750946,0.020483822,0.00050585525],"about_ca_topic_score_codex":0.00023830749,"about_ca_topic_score_gemma":0.000015032555,"teacher_disagreement_score":0.15028863,"about_ca_system_score_codex":0.0005435843,"about_ca_system_score_gemma":0.00018077121,"threshold_uncertainty_score":0.9998591},"labels":[],"label_agreement":null},{"id":"W3206674165","doi":"10.1017/gmh.2021.38","title":"Adaptation of a school-based mental health literacy curriculum: from Canadian to English classrooms","year":2021,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Department for Education, UK Government","keywords":"Curriculum; Thematic analysis; Psychological intervention; Context (archaeology); Adaptation (eye); Medical education; Mental health; Mental health literacy; Flexibility (engineering); Psychology; Consistency (knowledge bases); Literacy; Pedagogy; Qualitative research; Medicine; Sociology; Nursing; Mental illness; Computer science; Geography","score_opus":0.022202671038828562,"score_gpt":0.3568429169568761,"score_spread":0.33464024591804753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206674165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9459221,0.011461909,0.00068800524,0.018487606,0.006049482,0.002917042,0.0092059225,0.00014492434,0.005123018],"genre_scores_gemma":[0.96906847,0.0001499966,0.005194009,0.01829089,0.00032323072,0.00015045395,0.006131698,0.000044342363,0.00064689066],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9954274,0.0005737908,0.0011457931,0.0009509083,0.000571105,0.0013309763],"domain_scores_gemma":[0.9960386,0.000045104378,0.0004753696,0.00063096284,0.00021178841,0.0025981334],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041107176,0.0004320579,0.000717559,0.00018537467,0.0006291502,0.00008636214,0.00034831063,0.00016004528,0.0010863887],"category_scores_gemma":[0.000034267243,0.0004666619,0.00017345685,0.00093224325,0.00006180264,0.00026558604,0.00009890773,0.00028195858,0.00041017897],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007063616,0.0030968403,0.19435,0.00047926058,0.0002363912,0.00013301235,0.011215286,0.000025610158,0.000023652827,0.005746014,0.22935785,0.55462974],"study_design_scores_gemma":[0.015799899,0.0045437403,0.605983,0.0022423211,0.000066130575,0.000080157064,0.025538484,0.0020507448,0.0003408725,0.00014292084,0.34160024,0.0016115],"about_ca_topic_score_codex":0.5204308,"about_ca_topic_score_gemma":0.120776236,"teacher_disagreement_score":0.5530182,"about_ca_system_score_codex":0.005133519,"about_ca_system_score_gemma":0.0024418365,"threshold_uncertainty_score":0.9998267},"labels":[],"label_agreement":null},{"id":"W3206706558","doi":"10.1136/bmjopen-2021-054751","title":"Measurement-based care educational programmes for clinical trainees in mental healthcare: a scoping review protocol","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Centre for Addiction and Mental Health; Sunnybrook Health Science Centre","funders":"","keywords":"CINAHL; PsycINFO; Medicine; Protocol (science); MEDLINE; Mental health; Medical education; Health care; Curriculum; Cochrane Library; Nursing; Alternative medicine; Psychiatry; Psychological intervention; Psychology","score_opus":0.6726175297141106,"score_gpt":0.715680119410554,"score_spread":0.04306258969644339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206706558","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.669375e-8,0.5319364,0.0000010736888,0.0013845349,0.00039784878,0.465729,0.000080885984,0.000010640531,0.00045959005],"genre_scores_gemma":[1.8679293e-7,0.40897706,0.00056294334,0.0008708265,0.0002517865,0.5879055,0.0012292607,0.000045610464,0.00015679226],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99367476,0.0017201843,0.002525412,0.0010167283,0.00048109764,0.00058180094],"domain_scores_gemma":[0.99746674,0.00031830347,0.001064288,0.0007160301,0.00021739793,0.00021724161],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036678489,0.00050218723,0.0028660852,0.00011884647,0.00018720928,0.00013985072,0.0008765497,0.00031498956,0.00090547896],"category_scores_gemma":[0.00022329242,0.00040541234,0.0006582723,0.00039903529,0.0000484232,0.00010496592,0.0001879802,0.0003072783,0.000060601455],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005980539,0.0005650936,0.00012467775,0.37127063,0.0000661031,0.0000070422407,0.00006738298,2.1653301e-9,3.8738354e-10,0.00009293297,0.007998139,0.61974823],"study_design_scores_gemma":[0.001703646,0.0002634628,0.000015993422,0.46747205,0.00013275396,0.000008747128,0.00008275927,8.900529e-8,3.640163e-8,0.0000046408763,0.5300711,0.00024472794],"about_ca_topic_score_codex":0.00026721318,"about_ca_topic_score_gemma":0.0014559289,"teacher_disagreement_score":0.6195035,"about_ca_system_score_codex":0.0006671946,"about_ca_system_score_gemma":0.0056156297,"threshold_uncertainty_score":0.9998398},"labels":[],"label_agreement":null},{"id":"W3206870435","doi":"10.1037/pha0000522","title":"Intersection of minority health, health disparities, and social determinants of health with psychopharmacology and substance use.","year":2021,"lang":"en","type":"article","venue":"Experimental and Clinical Psychopharmacology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism","keywords":"PsycINFO; Psychological intervention; Context (archaeology); Psychology; Mental health; Psychological resilience; Addiction; Public health; Psychopharmacology; MEDLINE; Psychiatry; Medicine; Psychotherapist; Political science","score_opus":0.09120648741432114,"score_gpt":0.4975160514475193,"score_spread":0.4063095640331982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206870435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976299,0.017249547,0.000023351939,0.0035687757,0.0018775288,0.0006995182,0.00008724352,0.00002264868,0.00017238925],"genre_scores_gemma":[0.9915656,0.0014749966,0.00023660749,0.006218382,0.00014428823,0.00006834815,0.000028462126,0.000018627261,0.00024467727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960849,0.0010992291,0.0013934026,0.0007409492,0.00014612112,0.0005353679],"domain_scores_gemma":[0.99826616,0.00031812149,0.0008904663,0.00015172941,0.000052095813,0.00032142331],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006500622,0.0002739714,0.0011196686,0.00008630908,0.0003378461,0.000013719498,0.000095412805,0.00016890827,0.0002921848],"category_scores_gemma":[0.000004368532,0.00024893484,0.0000785879,0.00015944512,0.00085635396,0.00014107746,0.000072191964,0.00033166568,0.000001906215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008748678,0.0059572887,0.77609104,0.0010097834,0.00046778264,0.00004941249,0.006211031,6.249265e-8,0.0008548609,0.001925142,0.009905767,0.18877918],"study_design_scores_gemma":[0.022870474,0.008632905,0.9597439,0.00014766052,0.00006122005,0.00022085462,0.004724471,0.000018965746,0.0013219459,0.00021718402,0.0016764322,0.0003639999],"about_ca_topic_score_codex":0.0016779328,"about_ca_topic_score_gemma":0.00079937134,"teacher_disagreement_score":0.18841517,"about_ca_system_score_codex":0.00009227041,"about_ca_system_score_gemma":0.00013377654,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W3206903115","doi":"10.1186/s12877-021-02501-6","title":"Latent class growth modeling of depression and anxiety in older adults: an 8-year follow-up of a population-based study","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"","keywords":"Medicine; Depression (economics); Anxiety; Latent class model; Rehabilitation; Population; Gerontology; Psychiatry; Clinical psychology; Physical therapy; Environmental health","score_opus":0.03175102388290121,"score_gpt":0.32683828420399635,"score_spread":0.29508726032109517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206903115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99841106,0.00043070214,0.00024467125,0.000009953671,0.00024987504,0.00054971746,0.000016848697,0.000012290257,0.00007489049],"genre_scores_gemma":[0.9988185,0.000020276635,0.0009587224,0.000015981988,0.000027056936,0.00003802469,0.00008207207,0.00001389888,0.000025460857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987912,0.00017241413,0.00041630073,0.0003008035,0.00016543364,0.00015381411],"domain_scores_gemma":[0.9994195,0.000057770096,0.00014476899,0.00023193039,0.00008776704,0.00005827187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019366782,0.00010458302,0.00023333695,0.00011553143,0.00004137547,0.000008229353,0.00006979581,0.00009006975,0.00006981041],"category_scores_gemma":[0.000023758732,0.000095202355,0.000040856256,0.0003131361,0.00000538751,0.000075094875,0.000036105852,0.00006836202,0.0000011277187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046050252,0.0011723123,0.9951172,0.00018033975,0.000008827528,0.0000042262436,0.0012760072,0.00036395827,0.000016217922,0.000060294475,0.0000049167866,0.0013351846],"study_design_scores_gemma":[0.0077708275,0.00015543247,0.97398245,0.000067181485,0.000039905513,6.3551465e-7,0.002110476,0.015615048,0.00009230812,0.00006903432,5.831935e-7,0.000096095166],"about_ca_topic_score_codex":0.0021464261,"about_ca_topic_score_gemma":0.0010190997,"teacher_disagreement_score":0.02113474,"about_ca_system_score_codex":0.000031236064,"about_ca_system_score_gemma":0.000029796238,"threshold_uncertainty_score":0.38822395},"labels":[],"label_agreement":null},{"id":"W3206924971","doi":"10.3390/ijerph182111026","title":"Adherence to Psychological First Aid after Exposure to a Traumatic Event at Work among EMS Workers: A Qualitative Study","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec-Société et Culture","keywords":"Thematic analysis; Intervention (counseling); Psychology; Coping (psychology); Distress; First responder; Qualitative research; Mental health; Peer support; Psychological intervention; Medicine; Clinical psychology; Nursing; Psychiatry; Medical emergency","score_opus":0.21510295755125552,"score_gpt":0.5345695031429026,"score_spread":0.3194665455916471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206924971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98430413,0.0010881965,0.00008302175,0.012794686,0.00053501286,0.0007666495,0.000052693817,0.000005279683,0.00037033934],"genre_scores_gemma":[0.9955643,0.00013328873,0.0002782869,0.0011250224,0.00020245215,0.00022443311,0.000014004751,0.000015467527,0.0024427772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955221,0.0011935469,0.00081504846,0.00041663463,0.0014050156,0.0006476706],"domain_scores_gemma":[0.99774677,0.00049440924,0.00020566628,0.00021637765,0.000107853026,0.0012289127],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002752764,0.00016608856,0.00030694425,0.00033560788,0.00020643478,0.00015187246,0.00042792739,0.00006667379,0.004682832],"category_scores_gemma":[0.00014876717,0.00013308626,0.0000798521,0.0003409044,0.00013083397,0.0002210483,0.00031478176,0.00045883894,0.0002772046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035354497,0.014187482,0.6425178,0.000030554016,0.00045028378,0.0014195378,0.18354481,0.000003971541,0.000015276106,0.00006894552,0.008986896,0.14523897],"study_design_scores_gemma":[0.0020183136,0.008632803,0.8699387,0.00021699394,0.0000035352157,0.00010377368,0.11568814,4.867335e-7,0.0000033752713,0.00014831217,0.0031256329,0.0001199757],"about_ca_topic_score_codex":0.00020787341,"about_ca_topic_score_gemma":0.00067311357,"teacher_disagreement_score":0.22742084,"about_ca_system_score_codex":0.0009489794,"about_ca_system_score_gemma":0.00007469613,"threshold_uncertainty_score":0.996227},"labels":[],"label_agreement":null},{"id":"W3207016840","doi":"10.1097/acm.0000000000004451","title":"Dismantling Structural Stigma Related to Mental Health and Substance Use: An Educational Framework","year":2021,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; St. Michael's Hospital; Mental Health Commission of Canada","funders":"","keywords":"Stigma (botany); Cognitive reframing; Mental health; Prejudice (legal term); Psychology; Health equity; Social psychology; Public relations; Medicine; Public health; Psychiatry; Political science; Nursing","score_opus":0.061571164567846795,"score_gpt":0.4571203449505263,"score_spread":0.3955491803826795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207016840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93976176,0.014426586,0.000043949567,0.04317395,0.0019088985,0.00035459167,0.000019992132,0.000036743426,0.00027353957],"genre_scores_gemma":[0.9837073,0.00077544566,0.00061491225,0.009743305,0.00046050706,0.00002906999,0.00042013146,0.000021007138,0.0042283097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982657,0.00015170687,0.00044995736,0.00045335136,0.0002418351,0.000437466],"domain_scores_gemma":[0.99868184,0.0002609999,0.00012846105,0.00023216012,0.00003270928,0.00066383375],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022274398,0.00016253671,0.00026812323,0.000072747214,0.00033394917,0.000009454711,0.00012943095,0.00016975885,0.0019870016],"category_scores_gemma":[0.000120624725,0.00013338977,0.0000129752425,0.00029968788,0.00009459419,0.00017746828,0.00003089658,0.0005558308,0.000041120627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035187142,0.00006811578,0.52259505,0.00014708517,0.00013383183,0.00004756427,0.17018695,0.0000022947993,0.0005204459,0.1937961,0.036097083,0.07605359],"study_design_scores_gemma":[0.0040573864,0.00091284123,0.9139442,0.0021676396,0.000052900315,0.0005254284,0.028509654,0.0001117842,0.0001257455,0.03775273,0.011260619,0.0005790764],"about_ca_topic_score_codex":0.0003306682,"about_ca_topic_score_gemma":0.00004599863,"teacher_disagreement_score":0.39134914,"about_ca_system_score_codex":0.00012414703,"about_ca_system_score_gemma":0.00006269628,"threshold_uncertainty_score":0.9989253},"labels":[],"label_agreement":null},{"id":"W3207491472","doi":"10.1016/j.ajp.2021.102886","title":"Combining Asian and American pedagogy to improve clinical psychopharmacology practice","year":2021,"lang":"en","type":"article","venue":"Asian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"American Society of Clinical Psychopharmacology","keywords":"Psychopharmacology; Psychology; Medical education; Medicine; Psychotherapist; Psychiatry","score_opus":0.02722622978827529,"score_gpt":0.4804678747576451,"score_spread":0.4532416449693698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207491472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7350962,0.0026143854,0.0003473519,0.18710247,0.022342393,0.0003089396,0.000010135824,0.000023227134,0.052154895],"genre_scores_gemma":[0.9606572,0.00017183868,0.022017227,0.0141997365,0.0021077727,0.000012070049,0.0000032939975,0.00004021641,0.00079063734],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99709123,0.0007450225,0.0011040956,0.00039787378,0.00022073406,0.0004410175],"domain_scores_gemma":[0.9977245,0.00021817241,0.0009726138,0.00029197865,0.000152377,0.0006403976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087356224,0.0002082713,0.00055706024,0.00017074202,0.00016409635,0.000050713945,0.0002513536,0.000120172415,0.0005687697],"category_scores_gemma":[0.00011646375,0.00019135844,0.00017316638,0.0003486609,0.00013523674,0.00021511577,0.00006120758,0.0007321488,0.00013153521],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028435455,0.0022901106,0.15978399,0.000038947896,0.0007760286,0.00094695593,0.0031343556,2.4785706e-7,0.00009805793,0.004989194,0.042885732,0.78221285],"study_design_scores_gemma":[0.019776164,0.013317547,0.6538963,0.00024089248,0.0010191827,0.008386299,0.10223283,0.0000038650237,0.00006572774,0.0036838846,0.19657564,0.000801684],"about_ca_topic_score_codex":0.000028037055,"about_ca_topic_score_gemma":0.000085434,"teacher_disagreement_score":0.7814112,"about_ca_system_score_codex":0.00003683525,"about_ca_system_score_gemma":0.0002836921,"threshold_uncertainty_score":0.7803371},"labels":[],"label_agreement":null},{"id":"W3207702410","doi":"10.1080/01612840.2021.1986757","title":"Social Contact: Next Steps in an Effective Strategy to Mitigate the Stigma of Mental Illness","year":2021,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Mental illness; Stigma (botany); Prejudice (legal term); Mental health; Psychological intervention; Social stigma; Psychology; Psychiatry; Social support; Public relations; Medicine; Nursing; Social psychology; Political science; Family medicine","score_opus":0.04929235284474601,"score_gpt":0.4702957695627361,"score_spread":0.42100341671799013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207702410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982923,0.0041775187,0.0000025113955,0.006375976,0.0011715301,0.002212721,0.00007222027,0.000024286808,0.0030402455],"genre_scores_gemma":[0.998383,0.000047076963,0.000064557615,0.0006486379,0.00015584666,0.0001889106,0.0001462361,0.000032196785,0.00033354218],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99672616,0.0010313912,0.0006784751,0.00050860277,0.00031273603,0.0007426286],"domain_scores_gemma":[0.99920946,0.00011465414,0.00018584423,0.00026043766,0.000033747303,0.00019583678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005191536,0.00025181886,0.00051730557,0.00015813102,0.00048376256,0.000051283187,0.00023971952,0.00011585529,0.00050921977],"category_scores_gemma":[0.000006062009,0.00022363038,0.00005952173,0.0005326596,0.00013411895,0.0002674934,0.000049442322,0.00030917145,0.000051703402],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012874224,0.002187482,0.010514399,0.0001912741,0.000026513997,0.00009506645,0.15538262,0.0000064255646,0.0008069181,0.0032266304,0.0009960276,0.82527924],"study_design_scores_gemma":[0.01081238,0.004912328,0.66006446,0.0037399076,0.000028559527,0.00009826522,0.3013159,0.0002129923,0.012897824,0.0019933183,0.003078302,0.00084578176],"about_ca_topic_score_codex":0.0031347873,"about_ca_topic_score_gemma":0.0029354591,"teacher_disagreement_score":0.82443345,"about_ca_system_score_codex":0.001076317,"about_ca_system_score_gemma":0.00007613464,"threshold_uncertainty_score":0.91193825},"labels":[],"label_agreement":null},{"id":"W3207826679","doi":"10.1192/j.eurpsy.2021.1076","title":"Integrating mental health services into primary health care – a review of challenges and outcomes in the international setting","year":2021,"lang":"en","type":"review","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Referral; Integrated care; Psychological intervention; Medicine; Collaborative Care; Health care; Nursing; Psychiatry; Political science","score_opus":0.03917172223027575,"score_gpt":0.42172284785386344,"score_spread":0.3825511256235877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207826679","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002377202,0.9671899,3.620184e-7,0.01282822,0.0020762847,0.0015240314,0.0001099087,0.000025979429,0.01622156],"genre_scores_gemma":[0.000021735135,0.98326105,0.0009663683,0.014083097,0.00025818642,0.00007384459,0.0012007632,0.000064038795,0.000070905866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946437,0.0025340077,0.0015123375,0.0006310167,0.0003340622,0.00034489928],"domain_scores_gemma":[0.99784714,0.00014450878,0.001356278,0.0005246465,0.00003210843,0.00009533959],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018428412,0.00044319112,0.0016695613,0.00017317229,0.00018993692,0.000037063808,0.0007476072,0.00006417019,0.0000736423],"category_scores_gemma":[0.000008017669,0.0002872403,0.00028629377,0.00018776293,0.000037926235,0.00007718707,0.000257988,0.00053752307,0.000025271895],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025294485,0.00014561391,0.00022097526,0.21052253,0.00010440072,0.000007001451,0.018790515,9.614962e-10,1.1694979e-9,0.00075232977,0.0020575183,0.76739657],"study_design_scores_gemma":[0.00034695593,0.00013827799,0.00073271996,0.30421954,0.000054559652,0.00006130129,0.020197846,4.401804e-8,1.5925444e-9,0.00000848183,0.67406034,0.00017989833],"about_ca_topic_score_codex":0.00018198499,"about_ca_topic_score_gemma":0.0004124871,"teacher_disagreement_score":0.7672167,"about_ca_system_score_codex":0.00024052136,"about_ca_system_score_gemma":0.00027521868,"threshold_uncertainty_score":0.999958},"labels":[],"label_agreement":null},{"id":"W3208813367","doi":"10.1176/appi.ps.202100320","title":"Characteristics and Financing of Institutions for Mental Diseases","year":2021,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics","funders":"National Institute of Mental Health","keywords":"Medicaid; Payment; Receipt; Subsidy; Mental health; Service (business); Business; Medicine; Psychiatry; Finance; Actuarial science; Health care; Political science; Law; Marketing; Accounting","score_opus":0.03390348985675789,"score_gpt":0.3488701968146248,"score_spread":0.3149667069578669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208813367","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5337357,0.04927316,0.000070678274,0.37530997,0.021108098,0.0035571717,0.011430637,0.00014823978,0.005366368],"genre_scores_gemma":[0.21924281,0.0027048616,0.002082736,0.7319119,0.014144311,0.0013892129,0.022809362,0.0001784515,0.00553637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864477,0.000046420708,0.00042909465,0.00042643413,0.0001440847,0.00030922418],"domain_scores_gemma":[0.9990732,0.00012822301,0.00038860043,0.00029839473,0.00005401364,0.000057578254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044287113,0.00025416637,0.00043343942,0.00016045413,0.00024131624,0.00003715656,0.00020069272,0.0004287951,0.00027274946],"category_scores_gemma":[0.0000026261143,0.0002353169,0.0001228837,0.00018513181,0.00004442684,0.00007606591,0.000056498124,0.00033132423,0.000014145588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018317299,0.0007082482,0.09845724,0.014783344,0.0004974696,0.00008495921,0.0015022455,9.8476654e-8,0.0000037723855,0.0012455104,0.86984146,0.012692492],"study_design_scores_gemma":[0.0016051022,0.00021847211,0.090689786,0.00019984743,0.00073653227,0.000026219852,0.00039306193,0.000014073749,0.000004581991,0.00036585808,0.9053289,0.00041754416],"about_ca_topic_score_codex":0.00028482627,"about_ca_topic_score_gemma":0.00004749118,"teacher_disagreement_score":0.35660192,"about_ca_system_score_codex":0.00003173889,"about_ca_system_score_gemma":0.000057025205,"threshold_uncertainty_score":0.9595944},"labels":[],"label_agreement":null},{"id":"W3209864261","doi":"10.1016/j.psychres.2021.114259","title":"Effectiveness of an intervention to reduce stigma towards people with a severe mental disorder diagnosis in primary health care personnel: Programme Igual-Mente","year":2021,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico","keywords":"Stigma (botany); Psychological intervention; Mental health; Intervention (counseling); Social stigma; Psychology; Random assignment; Medicine; Randomized controlled trial; Nursing; Psychiatry; Clinical psychology; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.04514863533446172,"score_gpt":0.4483117251910605,"score_spread":0.40316308985659877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209864261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864931,0.0055970885,0.000013137922,0.0028953229,0.0006315491,0.0030077428,0.00012284027,0.000037180944,0.0012020019],"genre_scores_gemma":[0.99529713,0.000077512115,0.0010324123,0.00010388791,0.00007804042,0.002579522,0.00055386405,0.000049844406,0.00022777899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951454,0.0020363508,0.00041983955,0.00079668546,0.0006960371,0.000905726],"domain_scores_gemma":[0.9987103,0.00012968748,0.000098279605,0.0005073408,0.00021062726,0.0003437627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014871487,0.0002252127,0.00043651686,0.00034412596,0.00031004933,0.000057954385,0.00029937067,0.00010157879,0.00040815253],"category_scores_gemma":[0.000021753143,0.00019970615,0.00009780191,0.0013775562,0.00007335366,0.0001863478,0.00017042448,0.00041866064,0.000031215524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037481692,0.006723811,0.77292234,0.0039054567,0.00012184285,0.000028822471,0.02142452,0.000003836433,0.000030806517,0.00020200554,0.0007392784,0.19014908],"study_design_scores_gemma":[0.005520477,0.0050117536,0.9226781,0.0012771802,0.0000139139365,0.00003121937,0.064710595,0.0000037953241,0.0001882106,0.000059146027,0.0002929084,0.00021269468],"about_ca_topic_score_codex":0.014915177,"about_ca_topic_score_gemma":0.023641288,"teacher_disagreement_score":0.1899364,"about_ca_system_score_codex":0.0007212898,"about_ca_system_score_gemma":0.00045140166,"threshold_uncertainty_score":0.9941747},"labels":[],"label_agreement":null},{"id":"W3210111098","doi":"10.1016/s2468-2667(21)00229-2","title":"PHQ-8 scores and estimation of depression prevalence","year":2021,"lang":"en","type":"letter","venue":"The Lancet Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canada Excellence Research Chairs, Government of Canada","keywords":"Patient Health Questionnaire; Scopus; Depression (economics); Medicine; Public health; Population; Psychiatry; MEDLINE; Major depressive disorder; Demography; Family medicine; Depressive symptoms; Environmental health; Political science; Anxiety; Pathology","score_opus":0.13991043410391266,"score_gpt":0.4205753379476354,"score_spread":0.2806649038437228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210111098","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031171408,0.0141648,0.00012490008,0.9490973,0.0008747823,0.00081793685,0.00013637009,0.00005950928,0.0035530105],"genre_scores_gemma":[0.16424084,0.002918882,0.00053572725,0.8215212,0.0038143608,0.0002705335,0.00091425993,0.000053787087,0.005730397],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750423,0.000790146,0.0004276734,0.00038894187,0.00030019318,0.00058881793],"domain_scores_gemma":[0.9983189,0.00032112747,0.0005022661,0.0007225178,0.0000443191,0.00009087304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009788173,0.00019546531,0.0005509296,0.00008370166,0.00021671708,0.000056397686,0.00035980306,0.00026566378,0.0006293167],"category_scores_gemma":[0.00004780649,0.00012573744,0.000041998825,0.00017085634,0.00011254457,0.000106675085,0.00010674462,0.0007779342,0.000025569969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013882464,0.000048902635,0.005177979,0.0024546387,0.000035441826,0.0000147536575,0.00088341575,4.206895e-7,3.659128e-7,0.00024307534,0.8359929,0.15513425],"study_design_scores_gemma":[0.001880419,0.0003696337,0.17183363,0.0021838413,0.00006997992,0.00013692536,0.00020942626,0.0002476536,0.000024562585,0.001042556,0.82152754,0.00047383577],"about_ca_topic_score_codex":0.00056474225,"about_ca_topic_score_gemma":0.000017301963,"teacher_disagreement_score":0.16665564,"about_ca_system_score_codex":0.00007720842,"about_ca_system_score_gemma":0.00016789892,"threshold_uncertainty_score":0.6890577},"labels":[],"label_agreement":null},{"id":"W3210208476","doi":"10.1080/15332985.2021.1996504","title":"“Hope deferred…”: meeting the challenges of stigma toward Ghanaians diagnosed with mental illness","year":2021,"lang":"en","type":"article","venue":"Social Work in Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental illness; Stigma (botany); Spirituality; Psychiatry; Coping (psychology); Psychology; Social stigma; Social exclusion; Clinical psychology; Mental health; Medicine; Alternative medicine","score_opus":0.05568421675282933,"score_gpt":0.377545839074726,"score_spread":0.3218616223218967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210208476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9443159,0.0145189855,0.0000029317414,0.027188256,0.0011780997,0.0011551958,0.000074865944,0.000043511143,0.011522271],"genre_scores_gemma":[0.99671525,0.0012832298,0.00011944234,0.000961477,0.00019621673,0.00020391172,0.00009127787,0.000039952618,0.00038926126],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99715894,0.0006862367,0.0005620891,0.0004565204,0.00041225724,0.00072392833],"domain_scores_gemma":[0.9991207,0.00017169963,0.0002998744,0.00023681259,0.000033762277,0.00013716072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006275135,0.00025558862,0.00047935545,0.000068206165,0.001059289,0.000023271376,0.00025842834,0.000118808974,0.00044575165],"category_scores_gemma":[0.000008028001,0.00019248677,0.00009552324,0.00071114756,0.00019690693,0.000080067475,0.000104382525,0.00030959255,0.00003623183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015243444,0.0024698174,0.061670274,0.00055227976,0.00024670325,0.00016975738,0.4741183,0.000002482524,0.000013894253,0.017006269,0.0062221256,0.43600377],"study_design_scores_gemma":[0.007942421,0.0008704899,0.35080552,0.0012732068,0.000044046494,0.000035954658,0.6289236,0.0000043745804,0.00038252518,0.0006489351,0.008401525,0.0006674371],"about_ca_topic_score_codex":0.0015245646,"about_ca_topic_score_gemma":0.0041295774,"teacher_disagreement_score":0.43533632,"about_ca_system_score_codex":0.0004526415,"about_ca_system_score_gemma":0.00013885475,"threshold_uncertainty_score":0.81473017},"labels":[],"label_agreement":null},{"id":"W3210409384","doi":"10.1093/eurpub/ckab164.022","title":"Magic bullet for public mental health: is cheap also cheerful?","year":2021,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Magic bullet; Public health; Pandemic; Health care; Psychiatry; Global mental health; Mental health law; Medicine; Health policy; Psychology; Public relations; Disease; Political science; Coronavirus disease 2019 (COVID-19); Nursing; Infectious disease (medical specialty); Law","score_opus":0.1799252981626534,"score_gpt":0.4103706706092357,"score_spread":0.2304453724465823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210409384","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0839382,0.02041695,0.005421554,0.8546283,0.0059252447,0.001160298,0.00030801454,0.00008758871,0.028113844],"genre_scores_gemma":[0.8899187,0.0017558458,0.00492083,0.08374247,0.0026011267,0.00001797892,0.0003292572,0.00019554445,0.016518254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99161994,0.004039641,0.0018454447,0.00048297195,0.0005575065,0.001454503],"domain_scores_gemma":[0.9957427,0.0001388679,0.0014821291,0.00048483055,0.00043227547,0.0017191982],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011515032,0.00031555077,0.0007331786,0.00033939234,0.00061886787,0.00024530923,0.0005736469,0.00005410677,0.005362478],"category_scores_gemma":[0.00014276581,0.00027604518,0.00031398222,0.00050523586,0.00008209053,0.0003937734,0.00011091819,0.000530133,0.0005725749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000426705,0.0011220955,0.0012433791,0.00021627937,0.00018947136,0.00015476906,0.0050645946,8.584876e-8,0.000014096569,0.0021100347,0.55373394,0.4361086],"study_design_scores_gemma":[0.0047540413,0.0018757357,0.01452364,0.00011550619,0.000009246218,0.0008270238,0.0027137145,0.0000073326846,0.000028632865,0.00008161793,0.9748449,0.00021861022],"about_ca_topic_score_codex":0.000051439274,"about_ca_topic_score_gemma":0.00002190415,"teacher_disagreement_score":0.8059805,"about_ca_system_score_codex":0.00060734624,"about_ca_system_score_gemma":0.0013835623,"threshold_uncertainty_score":0.9999692},"labels":[],"label_agreement":null},{"id":"W3211144699","doi":"10.1037/cps0000045","title":"Are brief psychological therapies effective for adults experiencing common mental health difficulties in primary care?","year":2021,"lang":"en","type":"article","venue":"Clinical Psychology Science and Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Primary care; Psychology; Psychiatry; Medicine; Psychotherapist; Clinical psychology; Family medicine","score_opus":0.1592377525344585,"score_gpt":0.5651779127361649,"score_spread":0.4059401602017064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211144699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9611513,0.0091882255,0.000035528225,0.015700266,0.002896389,0.0014176487,0.000030617335,0.00004633255,0.009533687],"genre_scores_gemma":[0.9532158,0.0009820081,0.0014049951,0.04370979,0.00017249332,0.00035849982,0.00003596249,0.000014322988,0.00010616903],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99554163,0.0013853388,0.0007941702,0.0012989092,0.00028925174,0.0006907116],"domain_scores_gemma":[0.99488384,0.0035526766,0.0005904694,0.0004745979,0.00023105406,0.0002673704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035917638,0.00023180488,0.00058124907,0.00011404601,0.0007316669,0.00007475496,0.0003410527,0.00023730539,0.000072666095],"category_scores_gemma":[0.0011870537,0.00018904409,0.00009038719,0.0005580018,0.0014357414,0.0005502803,0.000119510405,0.0005074704,0.000027860333],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0079692835,0.0044731186,0.118782386,0.00013596557,0.000062387764,0.00017163028,0.046251062,2.1767458e-7,0.00017449092,0.00091312465,0.008168093,0.8128982],"study_design_scores_gemma":[0.005900459,0.001953154,0.92616886,0.00012394777,0.000013031937,0.00022318639,0.049139276,0.0000029639773,0.000020205942,0.00017676878,0.016060764,0.00021736059],"about_ca_topic_score_codex":0.00008637254,"about_ca_topic_score_gemma":0.00016810391,"teacher_disagreement_score":0.8126809,"about_ca_system_score_codex":0.00017208818,"about_ca_system_score_gemma":0.00008543947,"threshold_uncertainty_score":0.7708994},"labels":[],"label_agreement":null},{"id":"W3211399300","doi":"10.1093/eurpub/ckab164.144","title":"Evaluation of a school-based intervention to promote mental health literacy. Preliminary results","year":2021,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health literacy; Mental health; Psychological intervention; Curriculum; Mental illness; German; Intervention (counseling); Psychology; Medicine; Anxiety; Promotion (chess); Psychiatry; Medical education; Pedagogy; Political science","score_opus":0.1762819484954709,"score_gpt":0.4697556306721912,"score_spread":0.2934736821767203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211399300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8933929,0.0061825686,0.004962458,0.08675606,0.0021749916,0.0012394467,0.00012683464,0.000028689024,0.0051360326],"genre_scores_gemma":[0.99298394,0.00004622662,0.0036863494,0.0023192924,0.00026841444,0.0000075386206,0.00014381857,0.000032491185,0.0005119335],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9804785,0.015248194,0.0022281066,0.0003400448,0.0011558627,0.0005492563],"domain_scores_gemma":[0.99581724,0.000057641886,0.0017923858,0.00036316743,0.0010719607,0.00089761196],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03971135,0.00016308851,0.0003939597,0.00039076296,0.00018944364,0.00007434155,0.0002700301,0.00002488616,0.0008018837],"category_scores_gemma":[0.00049362984,0.00014568584,0.00016922105,0.0005185987,0.000024416015,0.0003272719,0.00006591131,0.00029659062,0.00011033741],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041906707,0.0017367272,0.00042994635,0.00016306675,0.00008419054,0.000049851646,0.0059944033,0.000011899097,0.000025464245,0.000044996883,0.014513774,0.9765266],"study_design_scores_gemma":[0.042193666,0.04636246,0.77714443,0.0053470153,0.00011651496,0.0007403269,0.0051978054,0.0010531704,0.00043957733,0.00010750856,0.120772585,0.0005249213],"about_ca_topic_score_codex":0.00008728399,"about_ca_topic_score_gemma":0.000022895336,"teacher_disagreement_score":0.9760017,"about_ca_system_score_codex":0.0008146439,"about_ca_system_score_gemma":0.0014873381,"threshold_uncertainty_score":0.98881924},"labels":[],"label_agreement":null},{"id":"W3211986428","doi":"10.1007/978-3-030-48277-0_53-1","title":"Social Exclusion and Marginalization of Mental Illness in Ghana","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Mental illness; Stigma (botany); Social exclusion; Psychology; Perception; Social stigma; Psychiatry; Mental health; Social psychology; Medicine; Political science; Family medicine","score_opus":0.04074199647360099,"score_gpt":0.3608086014762021,"score_spread":0.3200666050026011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211986428","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032388687,0.001525967,0.000011374737,0.0002558778,0.00038868096,0.00040217923,0.000027358665,0.000011929925,0.96498793],"genre_scores_gemma":[0.2723195,0.0001763832,0.000024623314,0.00011802178,0.00008428601,0.0000133751655,0.00039883083,0.00002367928,0.7268413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992226,0.00002489036,0.000264779,0.0002412341,0.00012878844,0.00011774127],"domain_scores_gemma":[0.99971837,0.000018417008,0.00012937977,0.000085124724,0.000019416373,0.000029280609],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006933091,0.00014728814,0.00026893415,0.000115525174,0.00007884021,0.0000070302417,0.0000504545,0.0002283717,0.009846075],"category_scores_gemma":[6.234151e-7,0.000137387,0.00003853331,0.000026434089,0.000046619098,0.000035806483,0.00005826102,0.00008744201,0.000022956896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022947295,0.00020430851,0.0013583773,0.00036519716,0.0000873108,0.000099952005,0.0040083188,2.4364999e-8,0.000031273663,0.8358573,0.004542165,0.15321632],"study_design_scores_gemma":[0.060177866,0.0034095424,0.09510031,0.009084058,0.0015023004,0.00041425152,0.040035155,0.00015106879,0.005388874,0.11364392,0.6613827,0.00970997],"about_ca_topic_score_codex":0.00022852844,"about_ca_topic_score_gemma":0.00026205168,"teacher_disagreement_score":0.7222133,"about_ca_system_score_codex":0.00006828978,"about_ca_system_score_gemma":0.000011832275,"threshold_uncertainty_score":0.99105906},"labels":[],"label_agreement":null},{"id":"W3212569498","doi":"10.1111/eip.13229","title":"An integrated youth mental health service in a densely populated metropolitan area in Japan: Clinical case management bridges the gap between mental health and illness services","year":2021,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health","funders":"","keywords":"Mental health; Psychosocial; Metropolitan area; Mental illness; Global Assessment of Functioning; Intervention (counseling); Social support; Stigma (botany); Medicine; Psychological intervention; Mental health service; Psychology; Psychiatry; Schizophrenia (object-oriented programming)","score_opus":0.05990719499798435,"score_gpt":0.4198564398200232,"score_spread":0.3599492448220388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212569498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801653,0.005357625,0.000013043151,0.009494564,0.0028235249,0.0014815346,0.00046249662,0.000058404865,0.00014347817],"genre_scores_gemma":[0.9946931,0.00021134886,0.00022670117,0.0028235682,0.000104182785,0.000105594016,0.00160313,0.00004312377,0.0001892654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99402106,0.0021306134,0.0019280468,0.00089832547,0.00027847526,0.00074347184],"domain_scores_gemma":[0.99849725,0.000047583384,0.00053379755,0.00053595717,0.000042857402,0.00034255243],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017266634,0.0003758154,0.0006693824,0.00046585785,0.0003262215,0.0001364309,0.000342797,0.00018352241,0.00025280047],"category_scores_gemma":[0.0000038408552,0.00032491863,0.00015298821,0.0011248713,0.00007352095,0.00033121216,0.00014597614,0.00064253295,0.00002768892],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044136724,0.002289487,0.9503954,0.0005378507,0.0001587077,0.00011971148,0.018560551,0.0000013980621,1.5368492e-7,0.0011490103,0.00033259322,0.026013767],"study_design_scores_gemma":[0.0057530263,0.0008665685,0.7516309,0.0013784213,0.000026334377,0.00014751511,0.23936954,0.00014220385,9.944024e-7,0.00026606914,0.00016211165,0.00025628737],"about_ca_topic_score_codex":0.10109027,"about_ca_topic_score_gemma":0.18682069,"teacher_disagreement_score":0.22080898,"about_ca_system_score_codex":0.00059583894,"about_ca_system_score_gemma":0.00007052627,"threshold_uncertainty_score":0.9999203},"labels":[],"label_agreement":null},{"id":"W3212752665","doi":"10.1192/j.eurpsy.2021.340","title":"European study on the attitude of psychiatrists towards their patients","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Stigma (botany); Psychological intervention; Mental health; Observational study; Psychology; Psychiatry; Positive attitude; Scale (ratio); Nursing; Medical education; Medicine; Social psychology; Geography","score_opus":0.03957393560696438,"score_gpt":0.3364015439436498,"score_spread":0.2968276083366854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212752665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66894776,0.00058458187,0.0000047346166,0.001017039,0.0039176894,0.00048277059,0.000038814873,0.000057207224,0.32494938],"genre_scores_gemma":[0.99473464,0.000009086838,0.00008924137,0.0020580767,0.00057117763,0.000014017886,0.00004395926,0.000090690206,0.002389077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99576193,0.0023241895,0.0006216121,0.0005799462,0.00033185066,0.0003804915],"domain_scores_gemma":[0.9982411,0.00007116574,0.0002980805,0.001176914,0.000088922185,0.00012380979],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007756125,0.00030776882,0.00026797972,0.00007884212,0.0003077391,0.00004489856,0.0006417181,0.000029551204,0.0012559639],"category_scores_gemma":[0.000020636146,0.00019847519,0.00018147855,0.00036080318,0.00006416314,0.000050243,0.00018107212,0.00031488124,0.0019995493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000304265,0.013244584,0.8782021,0.00005684226,0.0004201366,0.00008763933,0.0104031665,0.0000010181017,0.000012315426,0.005644053,0.05602632,0.03559758],"study_design_scores_gemma":[0.0024639694,0.0009663506,0.9850345,0.000100607474,0.000049980914,0.000004371453,0.0057771173,3.0001067e-7,0.000025153338,0.00012402883,0.005251858,0.00020174305],"about_ca_topic_score_codex":0.000023634982,"about_ca_topic_score_gemma":0.000029556486,"teacher_disagreement_score":0.3257869,"about_ca_system_score_codex":0.000024637106,"about_ca_system_score_gemma":0.000034779972,"threshold_uncertainty_score":0.99965703},"labels":[],"label_agreement":null},{"id":"W3214457951","doi":"10.1016/j.drugalcdep.2021.109158","title":"Perceived helpfulness of treatment for alcohol use disorders: Findings from the World Mental Health Surveys","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"National Institute of Mental Health; Consejería de Sanidad y Política Social, Comunidad Autónoma de la Región de Murcia; EEA Grants; Pfizer; Fundação para a Ciência e a Tecnologia; Executive Agency for Health and Consumers; Pan American Health Organization; John W. Alden Trust; Substance Abuse and Mental Health Services Administration; University of New South Wales; Health Research Council of New Zealand; Servier; Ministerstwo Zdrowia; Ministerio de Salud; EEA Grants/Norway Grants; Ministerio de Ciencia y Tecnología; Departament d'Innovació, Universitats i Empresa, Generalitat de Catalunya; Regione Piemonte; Ministry of Health, Labour and Welfare; Fundação Champalimaud; Fundación para la Formación e Investigación Sanitarias de la Región de Murcia; Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz; NSW Ministry of Health; Department of Health and Aged Care, Australian Government; National Insurance Institute of Israel; Consejo Nacional de Ciencia y Tecnología; Generalitat de Catalunya; National Health and Medical Research Council; Instituto de Salud Carlos III; Pfizer Foundation; European Commission; AstraZeneca; Fundação de Amparo à Pesquisa do Estado de São Paulo; H. Lundbeck A/S; Department of Health and Ageing, Australian Government; Departament de Salut, Generalitat de Catalunya; University of Michigan; Ministerio de Sanidad, Consumo y Bienestar Social; Ministry of Health, New Zealand; World Health Organization; Public Health Agency; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Servicio Murciano de Salud; GlaxoSmithKline; Ministerio de Salud de la Nación; Bristol-Myers Squibb; U.S. Public Health Service; Ministry of Public Health; National Institute on Drug Abuse; National Drug and Alcohol Research Centre; John D. and Catherine T. MacArthur Foundation; Eli Lilly and Company; Fogarty International Center; National Institutes of Health; Robert Wood Johnson Foundation","keywords":"Helpfulness; Mental health; Psychiatry; Psychology; Addiction; Clinical psychology; Medicine; Social psychology","score_opus":0.07918607911477912,"score_gpt":0.38279709831726594,"score_spread":0.3036110192024868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214457951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897807,0.0023697587,0.00007831632,0.004557821,0.000670453,0.0011257025,0.0010422332,0.00003101465,0.00034400393],"genre_scores_gemma":[0.9889611,0.0005254279,0.00022157321,0.00062554155,0.000077051016,0.00026601498,0.0005455914,0.00002554927,0.008752122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997879,0.00050674396,0.00040061513,0.00057706237,0.00018699683,0.00044952834],"domain_scores_gemma":[0.9983221,0.0009186238,0.00016033085,0.00040215408,0.000044997752,0.0001517488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004476342,0.0002587159,0.00039386193,0.000053119613,0.0005309386,0.000082188024,0.00020183227,0.00005531356,0.0005452515],"category_scores_gemma":[0.000018715347,0.00018221587,0.00013041896,0.00020582782,0.00010992715,0.0002019277,0.00007226246,0.000107348715,0.000023146955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005053454,0.0017062216,0.74888706,0.00012255933,0.00059764803,0.000027553106,0.020248558,0.0000045542806,0.00073987903,0.0024439117,0.009459533,0.21525715],"study_design_scores_gemma":[0.006476989,0.00033738447,0.9740302,0.00023220984,0.000089389985,0.000014701435,0.0063591897,0.000088793546,0.0028091453,0.0006387416,0.008556684,0.00036656018],"about_ca_topic_score_codex":0.012577396,"about_ca_topic_score_gemma":0.023692183,"teacher_disagreement_score":0.22514313,"about_ca_system_score_codex":0.00012498339,"about_ca_system_score_gemma":0.00007758015,"threshold_uncertainty_score":0.99412286},"labels":[],"label_agreement":null},{"id":"W3214919585","doi":"10.2147/prbm.s338319","title":"Explanatory Models for Mental Distress Among University Students in Ethiopia: A Qualitative Study","year":2021,"lang":"en","type":"article","venue":"Psychology Research and Behavior Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Addis Ababa University","keywords":"Distress; Psychology; Qualitative research; Mental model; Mental health; Mental distress; Explanatory model; Clinical psychology; Medicine; Medical education; Psychiatry; Sociology; Mathematics; Statistics; Social science","score_opus":0.23448339185034925,"score_gpt":0.5673679422731552,"score_spread":0.33288455042280596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214919585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905367,0.00027517835,0.000041928935,0.00028738947,0.000339701,0.0029839198,0.000090489884,0.000022144673,0.0054225475],"genre_scores_gemma":[0.9897259,0.00014464122,0.00008843466,0.00006049545,0.000018780807,0.0009462667,0.000110083456,0.000015975793,0.008889452],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968846,0.0010121942,0.00026202583,0.0007910722,0.00042193374,0.00062816375],"domain_scores_gemma":[0.99916893,0.00015007118,0.00005143314,0.00038062347,0.00008225865,0.00016666048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013478535,0.00016360564,0.00024606855,0.00035284867,0.00035224968,0.00004401811,0.00035652495,0.0001059956,0.00022874355],"category_scores_gemma":[0.000003545996,0.00016706501,0.000041564763,0.00038131623,0.00023377186,0.00015226708,0.00034378987,0.00033307442,0.000023310613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023319724,0.03637276,0.7929961,0.00020030714,0.0005204734,0.005763048,0.1138939,4.7274523e-7,0.000023529792,0.011386198,0.005973139,0.030538112],"study_design_scores_gemma":[0.007996616,0.00091031863,0.66336936,0.00003289682,0.00006268341,0.00000431613,0.32606313,0.0000031304558,0.000005827262,0.0010114124,0.0003852819,0.00015504837],"about_ca_topic_score_codex":0.00036755812,"about_ca_topic_score_gemma":0.0010756912,"teacher_disagreement_score":0.21216922,"about_ca_system_score_codex":0.0001547782,"about_ca_system_score_gemma":0.000007979151,"threshold_uncertainty_score":0.6812713},"labels":[],"label_agreement":null},{"id":"W3215755530","doi":"10.1007/s40737-023-00344-5","title":"The Positive Side of Things: Examining Factors that Predict Positive Mental Health in Individuals with Problematic Substance Use","year":2023,"lang":"en","type":"article","venue":"Journal of Psychosocial Rehabilitation and Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Flourishing; Psychology; Mental health; Population; Substance abuse; Social support; Clinical psychology; Developmental psychology; Psychiatry; Medicine; Social psychology; Environmental health","score_opus":0.03995233630590259,"score_gpt":0.3792265171604991,"score_spread":0.3392741808545965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215755530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738264,0.0008984835,0.000014951576,0.022413308,0.00064748933,0.0018032255,0.00018376768,0.000016207578,0.00019618476],"genre_scores_gemma":[0.9975189,0.00078863977,0.00077101786,0.00063894736,0.000036142923,0.000029352976,0.00007920443,0.000023674349,0.000114144765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968186,0.0008248944,0.0010858652,0.00024825684,0.00054818706,0.0004741736],"domain_scores_gemma":[0.9965805,0.0014664128,0.0015130175,0.00011924665,0.000080019316,0.00024081141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002160396,0.00020679992,0.00052457943,0.00029150065,0.0005905466,0.00004883211,0.00013906547,0.00007001089,0.000014255595],"category_scores_gemma":[0.00004838479,0.00013776211,0.000076815006,0.0005236817,0.0002212686,0.00056181813,0.000019258441,0.0002988687,0.0000022302636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012599848,0.00074351544,0.5875715,0.00030513312,0.00019232242,0.0000035380526,0.37520742,0.0000016018048,0.00003603061,0.0015871598,0.003954961,0.02913681],"study_design_scores_gemma":[0.002974108,0.004866859,0.90381765,0.0014585447,0.000008697375,0.000014670621,0.08579435,0.0000058606934,0.000014691082,0.00079830724,0.0001456713,0.00010059912],"about_ca_topic_score_codex":0.00081392727,"about_ca_topic_score_gemma":0.0006623898,"teacher_disagreement_score":0.31624612,"about_ca_system_score_codex":0.0005508785,"about_ca_system_score_gemma":0.00018468217,"threshold_uncertainty_score":0.56177753},"labels":[],"label_agreement":null},{"id":"W3215839346","doi":"10.2196/32422","title":"Perceptions of Educational Needs in an Era of Shifting Mental Health Care to Primary Care: Exploratory Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; Ottawa Hospital","funders":"Lundbeck Canada; H. Lundbeck A/S","keywords":"Mental health; Thematic analysis; Nursing; Medicine; Exploratory research; Family caregivers; Health care; Family medicine; Qualitative research; Psychology; Psychiatry","score_opus":0.13242201712908333,"score_gpt":0.5263356235111305,"score_spread":0.3939136063820472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215839346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916656,0.0007251306,0.0000013308221,0.0010397675,0.0001677645,0.0015574797,0.0001564782,0.000006516971,0.004679927],"genre_scores_gemma":[0.9983395,0.000014149051,0.00010690951,0.00010981167,0.000050273873,0.0007518855,0.0004955189,0.0000140025895,0.00011797112],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9973706,0.0009926327,0.0004817561,0.00021409302,0.0005413505,0.00039954818],"domain_scores_gemma":[0.99889183,0.0001538929,0.000092763636,0.00029106915,0.00039573645,0.00017469529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053690205,0.000104929735,0.00025540218,0.00043902046,0.00028805228,0.000017342456,0.00020425212,0.000028882438,0.00073660107],"category_scores_gemma":[0.000009245365,0.00010169244,0.000028329367,0.0010433396,0.00007821085,0.00032607987,0.00016828155,0.00036674275,0.00006524954],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031840103,0.005532615,0.17122166,0.00052274077,0.000024575998,0.0000022047168,0.7974735,0.0000013236113,0.00035568266,0.00058138993,0.00088186836,0.023084052],"study_design_scores_gemma":[0.0008090171,0.003806251,0.5163985,0.00010547143,0.0000010286084,7.832061e-7,0.47865567,6.5348377e-7,0.00012262596,0.000013611735,0.00003786322,0.000048540853],"about_ca_topic_score_codex":0.0007010435,"about_ca_topic_score_gemma":0.0014867897,"teacher_disagreement_score":0.34517685,"about_ca_system_score_codex":0.0008419404,"about_ca_system_score_gemma":0.0005688133,"threshold_uncertainty_score":0.8065265},"labels":[],"label_agreement":null},{"id":"W3215896443","doi":"10.1177/07067437211055430","title":"Perceived Need for Mental Health Care and Associated Factors and Outcomes in Older Adults Consulting in Primary Care","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Mental health; Quality of life (healthcare); Gerontology; Health care; Cognition; Multinomial logistic regression; Cohort; Family medicine; Psychiatry; Nursing","score_opus":0.015501947881141672,"score_gpt":0.3146952440603863,"score_spread":0.2991932961792446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215896443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740524,0.016507305,1.4053124e-7,0.0074230228,0.0011233402,0.00044802198,0.0001763158,0.0000024011563,0.00026704202],"genre_scores_gemma":[0.9983282,0.0000458247,0.00020617332,0.0012308932,0.00004204687,0.000006865767,0.000075317635,0.000014281163,0.000050393533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998869,0.00016168864,0.0004034583,0.00014473654,0.00008213046,0.000338995],"domain_scores_gemma":[0.9992694,0.00009316718,0.00021934924,0.00008389035,0.00006437123,0.00026980464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017955068,0.00013052017,0.00031738885,0.00016311342,0.00029554672,0.000036252404,0.000087200104,0.000081847895,0.00003837097],"category_scores_gemma":[0.000020841599,0.00009562533,0.000051605646,0.00011848941,0.000048307076,0.000062769555,0.000009228268,0.0002387774,3.7475095e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006140881,0.000034832,0.9386067,0.00012065192,0.00003800706,0.000013917872,0.056912772,2.1095569e-7,6.082618e-7,0.000074479176,0.0003453694,0.0037910875],"study_design_scores_gemma":[0.004441232,0.0001380155,0.8769614,0.00036891992,0.00001260767,0.00002198695,0.11788879,9.4649056e-7,9.552227e-7,0.000046132234,0.00004390851,0.00007508133],"about_ca_topic_score_codex":0.037931796,"about_ca_topic_score_gemma":0.82100004,"teacher_disagreement_score":0.78306824,"about_ca_system_score_codex":0.0005685297,"about_ca_system_score_gemma":0.000998255,"threshold_uncertainty_score":0.9684747},"labels":[],"label_agreement":null},{"id":"W3216111733","doi":"10.1111/jgs.17592","title":"“What else can we do?”—Provider perspectives on treatment‐resistant depression in late life","year":2021,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Depression (economics); Late life depression; MEDLINE; Gerontology; Psychiatry; Intensive care medicine","score_opus":0.0252459931874236,"score_gpt":0.3498627604415158,"score_spread":0.3246167672540922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216111733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97609675,0.013389749,0.000005499626,0.008603132,0.0013197551,0.0001984002,0.000013672005,0.000009638806,0.00036338292],"genre_scores_gemma":[0.98053145,0.015664319,0.00033900826,0.0012369109,0.00038651103,0.000013187726,0.0000015339408,0.000026960277,0.001800124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981138,0.0003821083,0.0005007871,0.00029291722,0.00035038538,0.0003600045],"domain_scores_gemma":[0.99808055,0.0002702205,0.00097266963,0.00038771742,0.0001095688,0.00017930004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002714004,0.0002237049,0.00048270787,0.00007126134,0.00021816185,0.000113051596,0.00028137304,0.00006841814,0.00017014942],"category_scores_gemma":[0.000047079095,0.00013288014,0.00054322934,0.00075592747,0.0001214091,0.00016811711,0.0000726044,0.00032900338,0.000009810263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005947062,0.010779893,0.3549454,0.00017491498,0.0028225265,0.0013081465,0.2904453,0.00090811524,0.0056087533,0.0006502164,0.028525729,0.297884],"study_design_scores_gemma":[0.011918782,0.003054357,0.5780948,0.0005790565,0.00060538785,0.00015532399,0.38946688,0.000076233504,0.0020317857,0.0016652293,0.011515196,0.000836971],"about_ca_topic_score_codex":0.0003254824,"about_ca_topic_score_gemma":0.000049448183,"teacher_disagreement_score":0.29704702,"about_ca_system_score_codex":0.0008569063,"about_ca_system_score_gemma":0.0002305575,"threshold_uncertainty_score":0.5418695},"labels":[],"label_agreement":null},{"id":"W3216146592","doi":"10.32872/cpe.7627","title":"Special Issue Editorial: Cultural Adaption of Psychological Interventions","year":2021,"lang":"en","type":"editorial","venue":"Clinical Psychology in Europe","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Psychological intervention; Psychology; Psychological research; Library science; Psychoanalysis; Psychotherapist; Humanities; Social psychology; Art","score_opus":0.26331716622757556,"score_gpt":0.5936433409192743,"score_spread":0.3303261746916987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216146592","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041618347,0.0010026391,0.000007634851,0.0004634225,0.89509434,0.00068769074,0.00025484254,0.00007487371,0.09825271],"genre_scores_gemma":[0.0004741096,0.0023713754,0.00018541333,0.00036506954,0.980857,0.00012961823,0.0016680736,0.00009515662,0.013854153],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98966026,0.0030834305,0.0038280862,0.0019226728,0.000701105,0.0008044675],"domain_scores_gemma":[0.99389744,0.0022517443,0.0014156149,0.0013559229,0.00079697097,0.0002823339],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0023869232,0.00064020616,0.0018864728,0.00030577419,0.00010813287,0.000042733183,0.001207119,0.003910551,0.014302149],"category_scores_gemma":[0.003136538,0.0005615185,0.00087726035,0.00094175385,0.0008424821,0.00013310181,0.00028431517,0.0040957024,0.0029413765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013711313,0.0059888577,0.0014635902,0.0001318908,0.00016849418,0.00034302188,0.00012668755,2.9063798e-7,0.00000291011,0.00013486651,0.9679332,0.022335093],"study_design_scores_gemma":[0.0051720655,0.002304318,0.018346362,0.00056282105,0.00015633383,0.000009598508,0.000084288,2.1598247e-7,6.1782157e-7,0.00014557544,0.9727911,0.00042669862],"about_ca_topic_score_codex":0.00007975101,"about_ca_topic_score_gemma":0.00012326158,"teacher_disagreement_score":0.08576269,"about_ca_system_score_codex":0.00008832874,"about_ca_system_score_gemma":0.00008081499,"threshold_uncertainty_score":0.9996836},"labels":[],"label_agreement":null},{"id":"W3216344858","doi":"10.3310/hta25690","title":"Antidepressant medication to prevent depression relapse in primary care: the ANTLER RCT","year":2021,"lang":"en","type":"article","venue":"Health Technology Assessment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Health Technology Assessment Programme; University College London; National Institute for Health and Care Research","keywords":"Medicine; Mirtazapine; Sertraline; Randomized controlled trial; Depression (economics); Venlafaxine; Antidepressant; Major depressive episode; Fluoxetine; Psychiatry; Citalopram; Physical therapy; Internal medicine; Anxiety; Mood","score_opus":0.024693547802769642,"score_gpt":0.4147560810196203,"score_spread":0.39006253321685064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216344858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85152096,0.020569235,0.00068328,0.111059524,0.0018198832,0.002975872,0.00002637132,0.000287583,0.011057304],"genre_scores_gemma":[0.98963124,0.0007613688,0.0019639782,0.0051978193,0.000055621524,0.001418794,0.00014497017,0.000027292463,0.0007989457],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99718845,0.00043920742,0.0006811719,0.0006901393,0.00033241234,0.00066863134],"domain_scores_gemma":[0.9984256,0.00011749123,0.00024926697,0.0009923652,0.000063497006,0.00015178387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000682058,0.00021238279,0.0003733003,0.00026575103,0.00038934947,0.000016224003,0.00038775252,0.00027774315,0.00036019742],"category_scores_gemma":[0.000020783573,0.0001573404,0.000046943893,0.00077716634,0.00008099618,0.00006948615,0.00028405435,0.00062295573,0.00011669473],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009804951,0.0021193293,0.37221804,0.00035299297,0.00006749762,0.0002718882,0.0017266193,0.000011970015,0.00026774418,0.023335166,0.01705142,0.5824793],"study_design_scores_gemma":[0.0014069936,0.0002967221,0.9612045,0.00039743492,0.000017209344,0.000076489574,0.0028806468,0.000011247366,0.0010742656,0.0008782015,0.03155925,0.00019702408],"about_ca_topic_score_codex":0.00027835995,"about_ca_topic_score_gemma":0.0003560048,"teacher_disagreement_score":0.58898646,"about_ca_system_score_codex":0.0008808563,"about_ca_system_score_gemma":0.00041663714,"threshold_uncertainty_score":0.6416155},"labels":[],"label_agreement":null},{"id":"W3216440414","doi":"10.15173/ijrr.v4i2.4622","title":"Forensic Psychiatry in Pakistan: An Update","year":2021,"lang":"en","type":"article","venue":"International Journal of Risk and Recovery","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Subspecialty; Forensic psychiatry; Mental health; Psychiatry; Government (linguistics); Criminal justice; Medicine; Legislation; Political science; Law","score_opus":0.013446998494679962,"score_gpt":0.3749060970289126,"score_spread":0.36145909853423264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216440414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876157,0.003988979,0.00012355064,0.00091250386,0.005947572,0.00002850362,0.000029076016,0.000002919286,0.0013512105],"genre_scores_gemma":[0.9954289,0.0021389688,0.0011183786,0.0004972792,0.0005292353,0.0000011886917,0.00001721291,0.000006740152,0.00026209882],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992141,0.000087422784,0.00033781474,0.00010529101,0.00015642584,0.00009891723],"domain_scores_gemma":[0.9994805,0.000058660244,0.00022484886,0.00006570317,0.00010443852,0.00006583518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019827555,0.00006530723,0.00012525875,0.00013092936,0.000031485888,0.000043130658,0.000112588685,0.000048354555,0.00050213793],"category_scores_gemma":[0.0000086905975,0.00005247082,0.000057286896,0.00005793197,0.00001932616,0.00023035998,0.000020948517,0.000166735,0.000015107348],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074051204,0.00048148405,0.40366954,0.0000057876396,0.00014915416,0.0006608446,0.00045575542,0.0000128699585,0.0000134636,0.0042563076,0.0016664203,0.5878879],"study_design_scores_gemma":[0.0050142184,0.00039034185,0.9261778,0.00021476374,0.00005095838,0.0019377886,0.0025570886,0.000029072751,0.00017975055,0.050880037,0.012382108,0.00018605654],"about_ca_topic_score_codex":0.0001013568,"about_ca_topic_score_gemma":0.00044081794,"teacher_disagreement_score":0.5877018,"about_ca_system_score_codex":0.00004251439,"about_ca_system_score_gemma":0.000045440727,"threshold_uncertainty_score":0.5498058},"labels":[],"label_agreement":null},{"id":"W3216706227","doi":"10.1111/eip.13246","title":"Mental health outcomes and help‐seeking behaviours among Egyptian medical students: A cross‐sectional study","year":2021,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Psychological intervention; Anxiety; Cross-sectional study; Depression (economics); Help-seeking; Medicine; Population; Psychiatry; Psychology; Family medicine; Environmental health","score_opus":0.024947021624055998,"score_gpt":0.4413341559339797,"score_spread":0.4163871343099237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216706227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98679847,0.0013309343,0.000035229492,0.0014711097,0.009143273,0.0007827294,0.000035640747,0.000059868835,0.00034272013],"genre_scores_gemma":[0.99642444,0.0000119191,0.00006145677,0.00053822435,0.00015689095,0.00017443816,0.00009086103,0.0000274057,0.0025143416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996604,0.00050675776,0.0009976227,0.00061323267,0.0008530071,0.00042537437],"domain_scores_gemma":[0.9991303,0.000036635374,0.00026549725,0.0002709292,0.000037498317,0.00025915646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011868872,0.00022553706,0.00032563548,0.00021377002,0.00032411984,0.00024444424,0.00030952398,0.00015198597,0.004055943],"category_scores_gemma":[0.000015710082,0.0002222088,0.00018289033,0.00023795645,0.000088628716,0.00025138992,0.00020231307,0.000425327,0.000058068763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009337422,0.0059483657,0.9869256,0.000041204486,0.00015062315,0.000054800585,0.0021049825,1.00454805e-7,1.229714e-7,0.00035328715,0.0006900209,0.0036375374],"study_design_scores_gemma":[0.0064567905,0.00069580873,0.98742336,0.00025382257,0.000013757351,0.00003766683,0.0047798133,0.0000031377622,5.48785e-7,0.00014985121,0.000025596726,0.00015982558],"about_ca_topic_score_codex":0.0058902404,"about_ca_topic_score_gemma":0.016877336,"teacher_disagreement_score":0.0109870965,"about_ca_system_score_codex":0.00017073321,"about_ca_system_score_gemma":0.000047654154,"threshold_uncertainty_score":0.9968545},"labels":[],"label_agreement":null},{"id":"W3216716139","doi":"10.32396/usurj.v7i2.549","title":"Mental Health in Uganda and Canada: A Descriptive Case Study of the Issue and Recommendations for Improved Mental Health","year":2021,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Medicine; Mental illness; Nursing; Certification; Psychiatry; Psychology; Family medicine; Medical education; Political science","score_opus":0.0680813657069091,"score_gpt":0.37808687030437454,"score_spread":0.31000550459746545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216716139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8710115,0.0007012419,0.000016085682,0.12657271,0.00022164728,0.0011336356,0.0002939836,0.00000251257,0.0000467002],"genre_scores_gemma":[0.9972748,0.0008211249,0.0003338527,0.00016347461,0.00001972345,0.0000015726588,0.000022450928,0.000009539002,0.0013534201],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99758804,0.001082716,0.00034470376,0.00026592237,0.00026153072,0.0004570811],"domain_scores_gemma":[0.99890864,0.00018346198,0.00027086574,0.00016199113,0.00017999267,0.0002950765],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012341725,0.00011789071,0.00033296327,0.00017284541,0.0014602443,0.000026137568,0.00015240107,0.000038148588,0.00005059804],"category_scores_gemma":[0.000014002029,0.00010683166,0.000040786796,0.00030105808,0.00018115238,0.00012943454,0.00018122529,0.00042632507,1.822124e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024035582,0.0061159967,0.080060974,0.0005475114,0.001150271,0.001074358,0.62553895,0.0000027509398,0.00033586737,0.0003041292,0.10826008,0.17420553],"study_design_scores_gemma":[0.007223717,0.0013368329,0.0067801126,0.00015441893,0.000012982478,0.00096951274,0.9784519,0.000045044635,0.00004663272,0.00025867324,0.004626033,0.00009410542],"about_ca_topic_score_codex":0.8342934,"about_ca_topic_score_gemma":0.9744584,"teacher_disagreement_score":0.35291296,"about_ca_system_score_codex":0.00096082105,"about_ca_system_score_gemma":0.0020650555,"threshold_uncertainty_score":0.9998397},"labels":[],"label_agreement":null},{"id":"W3216809436","doi":"10.3389/fpsyt.2021.735005","title":"Impact of Co-occurring Mental Disorders and Chronic Physical Illnesses on Frequency of Emergency Department Use and Hospitalization for Mental Health Reasons","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Emergency department; Medicine; Psychiatry","score_opus":0.01596432270949987,"score_gpt":0.37221044223325855,"score_spread":0.3562461195237587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216809436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848904,0.007853954,0.00023024082,0.0003230731,0.0050035063,0.00090984674,0.0006627436,0.00001044501,0.00011581768],"genre_scores_gemma":[0.99673223,0.0013636885,0.0013163778,0.000035018435,0.000067069755,0.00008404888,0.0003544284,0.00002079751,0.000026363761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988491,0.00008183082,0.00034844186,0.00032853562,0.00011657658,0.00027549826],"domain_scores_gemma":[0.9994765,0.000020590312,0.00021793542,0.0001751461,0.000017067186,0.000092790026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007582474,0.00017427365,0.00032447936,0.00010366541,0.0001246561,0.0000084602,0.000058927202,0.00005515028,0.00004522107],"category_scores_gemma":[0.000007056504,0.00016148096,0.000095330935,0.00015984742,0.000060166563,0.00014806559,0.000019915233,0.00006481895,3.5880998e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016979761,0.0013054456,0.9629636,0.0002681604,0.00015578886,3.8720367e-7,0.0014381328,0.000002875099,0.000023679746,0.0017234568,0.020855593,0.011093107],"study_design_scores_gemma":[0.003783999,0.0022351802,0.98831093,0.00024380232,0.000040938103,0.0000028144439,0.0019335586,0.00018029002,0.00010789094,0.0026788337,0.0002556504,0.00022613748],"about_ca_topic_score_codex":0.000298727,"about_ca_topic_score_gemma":0.0003079635,"teacher_disagreement_score":0.02534733,"about_ca_system_score_codex":0.00018703315,"about_ca_system_score_gemma":0.00009416606,"threshold_uncertainty_score":0.65850025},"labels":[],"label_agreement":null},{"id":"W3216921722","doi":"10.1136/bmjopen-2021-054630","title":"Evaluating the delivery of Problem Management Plus in primary care settings in rural Rwanda: a study protocol using a pragmatic randomised hybrid type 1 effectiveness-implementation design","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Rwanda Biomedical Centre; Grand Challenges Canada; Harvard University","keywords":"Medicine; Mental health; Psychological intervention; Nursing; Implementation research; Public health; Anxiety; Protocol (science); Family medicine; Psychiatry; Alternative medicine","score_opus":0.16134209520386494,"score_gpt":0.5366599602621429,"score_spread":0.37531786505827797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216921722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60778034,0.0000209229,0.000048553997,0.000020554658,0.000044628196,0.39115912,0.00000371566,0.000005189369,0.000916958],"genre_scores_gemma":[0.57578063,3.506096e-7,0.002670413,0.00006401691,0.00001083178,0.42137071,0.00004467586,0.000016340306,0.000042013697],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99537826,0.003069432,0.0006908828,0.0003014074,0.00030313796,0.00025685903],"domain_scores_gemma":[0.99886304,0.00036984796,0.00035298947,0.00029422867,0.00009555131,0.00002436878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039905314,0.00015604509,0.0003957326,0.00009622355,0.00013208894,0.00007127861,0.00026737415,0.000024892848,0.0001641063],"category_scores_gemma":[0.000020241885,0.000116942705,0.00003424099,0.0003979912,0.000017247561,0.00018767026,0.0003357755,0.00010219211,0.00000660391],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.15812984,0.004800152,0.29292825,0.019240538,0.0009823154,0.0012339288,0.085296534,0.0061886352,0.0023240305,0.00013275752,0.00018430561,0.42855874],"study_design_scores_gemma":[0.36983466,0.0037316927,0.4827131,0.006783982,0.00039959064,0.00004960401,0.12903845,0.0039645024,0.0023152458,0.00053165393,0.000018421131,0.0006191124],"about_ca_topic_score_codex":0.0012614238,"about_ca_topic_score_gemma":0.0002546463,"teacher_disagreement_score":0.42793962,"about_ca_system_score_codex":0.00056031015,"about_ca_system_score_gemma":0.00028709808,"threshold_uncertainty_score":0.47687852},"labels":[],"label_agreement":null},{"id":"W3217785166","doi":"10.1136/bmjopen-2020-045726","title":"Interventions to reduce stigma towards mental disorders in young people: protocol for a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Agencia Nacional de Investigación y Desarrollo; Universidad de Talca","keywords":"Medicine; Meta-analysis; Psychological intervention; Stigma (botany); Mental health; Protocol (science); Psychiatry; Systematic review; Alternative medicine; MEDLINE; Pathology","score_opus":0.4227829208583611,"score_gpt":0.6318889940811027,"score_spread":0.20910607322274155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217785166","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.136797e-8,0.50437874,0.000012925463,0.00039351935,0.0000381097,0.49351275,0.00025150066,0.00000642227,0.0014060213],"genre_scores_gemma":[7.6766366e-7,0.21710384,0.00024637755,0.000120119694,0.000011514633,0.7719574,0.00038593792,0.000036192476,0.010137885],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9950399,0.001440883,0.0021204164,0.0008300447,0.00021844693,0.00035033023],"domain_scores_gemma":[0.99773556,0.00015856892,0.000972582,0.0009303203,0.000047559573,0.0001554079],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021859189,0.0004966785,0.008165862,0.00032762164,0.0001445501,0.00021558405,0.0008247275,0.00014032086,0.0038914368],"category_scores_gemma":[0.00012376485,0.0003321071,0.0024758573,0.0013079168,0.000015621366,0.00013645827,0.0005929421,0.00015264917,0.00007054328],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015137567,0.00032036772,0.0000052170612,0.95430243,0.030542297,0.0000029913535,0.00020499821,2.106316e-8,4.0917184e-10,0.00012115861,0.0027772312,0.011708166],"study_design_scores_gemma":[0.0009288231,0.00016931741,0.00002507225,0.36961517,0.5967428,0.000034912897,0.00024528467,3.9063275e-7,1.8665826e-8,0.000014708857,0.031749252,0.00047421624],"about_ca_topic_score_codex":0.0013563692,"about_ca_topic_score_gemma":0.0130499825,"teacher_disagreement_score":0.58468723,"about_ca_system_score_codex":0.00018823326,"about_ca_system_score_gemma":0.00012156572,"threshold_uncertainty_score":0.9999131},"labels":[],"label_agreement":null},{"id":"W327145052","doi":"","title":"Towards a Broader Conceptualization of Need, Stigma, and Barriers to Mental Health Care in Military Organizations: Recent Research Findings from the Canadian Forces","year":2011,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Stigma (botany); Mental health; Psychology; Population; Health care; Psychiatry; Medicine; Political science; Environmental health","score_opus":0.07529297430893471,"score_gpt":0.3979967520528427,"score_spread":0.32270377774390796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W327145052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811106,0.00483224,0.000009893593,0.006421755,0.00022555856,0.0013626528,0.0002215688,0.000011820118,0.005803918],"genre_scores_gemma":[0.9961857,0.00024490355,0.00028233184,0.002733604,0.000018537392,0.00005616132,0.00022891205,0.000012747534,0.00023706503],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987251,0.00025266397,0.0002611582,0.00023696564,0.00018402564,0.0003400726],"domain_scores_gemma":[0.9992462,0.000053142783,0.000025415151,0.0001692756,0.00012568169,0.0003802878],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031197886,0.000088709596,0.0001322016,0.00017963097,0.00049585826,0.000011153251,0.00015871314,0.000069456844,0.0061525623],"category_scores_gemma":[0.00007211672,0.00006623262,0.000009024424,0.0006581387,0.000118372285,0.000079004036,0.000045771885,0.00010150138,0.000019644787],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014751712,0.000045160512,0.40316638,0.000024626304,0.000029957177,0.0000024720093,0.5494993,6.8840245e-7,0.0000065916024,0.004721682,0.028613148,0.013742515],"study_design_scores_gemma":[0.0016611497,0.0005867528,0.4875711,0.00011225331,0.000007852922,0.0000016124206,0.49845743,0.000014279142,0.00056185346,0.00035064862,0.010506587,0.00016850552],"about_ca_topic_score_codex":0.90270734,"about_ca_topic_score_gemma":0.9052712,"teacher_disagreement_score":0.084404714,"about_ca_system_score_codex":0.0004217077,"about_ca_system_score_gemma":0.00043002891,"threshold_uncertainty_score":0.9947559},"labels":[],"label_agreement":null},{"id":"W330392620","doi":"10.1177/070674370705201205","title":"Frequency and Adequacy of Depression Treatment in a Canadian Population Sample","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Institute of Health Economics; University of Alberta; University of Calgary","funders":"","keywords":"Depression (economics); Sample (material); Population; Psychology; Psychiatry; Medicine; Clinical psychology; Environmental health","score_opus":0.026380602947720808,"score_gpt":0.34337642208963914,"score_spread":0.3169958191419183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W330392620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897642,0.0041044513,0.0000075968514,0.0024734559,0.0011510887,0.00021711116,0.00003184132,0.0000014167384,0.0022488495],"genre_scores_gemma":[0.9987914,0.000014115713,0.00074838503,0.00020036157,0.00016640068,0.0000026174573,0.000008128464,0.000009845675,0.000058724334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989359,0.00007172052,0.00043308476,0.00009328986,0.00008511017,0.00038091972],"domain_scores_gemma":[0.99890614,0.00007238912,0.000231658,0.00014922275,0.000028913693,0.0006116876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050543813,0.000098691205,0.00016746052,0.0004399157,0.00019678359,0.000014207198,0.00013045632,0.000084572624,0.00033291048],"category_scores_gemma":[0.000015690202,0.00006756874,0.000045366705,0.0001819501,0.000043581156,0.0000754806,0.000002275448,0.00013105579,0.0000037329953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034164772,0.000030285146,0.96803147,0.000008311962,0.000023403827,0.000032280397,0.0011225637,0.0000018833782,0.0000018477098,0.008049432,0.0001507445,0.022513602],"study_design_scores_gemma":[0.00083533966,0.00017927903,0.9855302,0.00007368396,0.00002596016,0.00007571849,0.00057647785,0.0000019234647,0.0000091258535,0.012257287,0.0003751978,0.00005980678],"about_ca_topic_score_codex":0.9920737,"about_ca_topic_score_gemma":0.9996567,"teacher_disagreement_score":0.022453794,"about_ca_system_score_codex":0.00050224416,"about_ca_system_score_gemma":0.000834846,"threshold_uncertainty_score":0.36451364},"labels":[],"label_agreement":null},{"id":"W34189861","doi":"","title":"Evaluation of the quality of life (Whoqol-Bref) among methadone and suboxone substitution state program patients and healthy volunteers in Georgia.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Quality of life (healthcare); Methadone; Methadone maintenance; Gerontology; Social function; Physical therapy; Demography; Psychiatry","score_opus":0.11089827062123625,"score_gpt":0.3986327242957998,"score_spread":0.2877344536745636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34189861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944069,0.0015537586,0.0000020486266,0.00011783905,0.00034479107,0.0031974942,0.00002090567,0.000009637173,0.0003466248],"genre_scores_gemma":[0.9983897,0.000028803965,0.00001933362,0.00004608652,0.000016715303,0.0014333316,0.00001752022,0.0000063251264,0.000042183812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790895,0.00077375706,0.0004520898,0.00015528563,0.00039097664,0.00031895985],"domain_scores_gemma":[0.9992347,0.00007565473,0.00030172558,0.0001533913,0.00010433857,0.00013022701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036777381,0.00009067111,0.00020883947,0.00007377004,0.00005236671,0.000005578931,0.00005781259,0.000060655322,0.000014555078],"category_scores_gemma":[0.00015087985,0.00006598242,0.000021758551,0.00019039863,0.00017022177,0.00018652844,0.000035297722,0.00008079323,7.56909e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020037424,0.0006116923,0.7887292,0.000088913504,0.000024645069,2.2135765e-8,0.0011033664,8.05444e-7,0.000002029098,0.0000929956,0.000009817455,0.20913617],"study_design_scores_gemma":[0.0028451101,0.00005627091,0.9966171,0.000010174766,0.000042209598,1.3775718e-7,0.00013784805,0.000028256483,0.00009663802,0.00009070837,0.000020500023,0.000055074357],"about_ca_topic_score_codex":0.0033173703,"about_ca_topic_score_gemma":0.0008352776,"teacher_disagreement_score":0.2090811,"about_ca_system_score_codex":0.00011860092,"about_ca_system_score_gemma":0.000026253994,"threshold_uncertainty_score":0.50148934},"labels":[],"label_agreement":null},{"id":"W34331272","doi":"10.3233/wor-2010-1026","title":"Supported education: A means for enhancing employability for adults with mental illness","year":2010,"lang":"en","type":"article","venue":"Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Employability; Mental illness; Psychology; Psychiatry; Mental health; Pedagogy","score_opus":0.01580898256575696,"score_gpt":0.35482681826528856,"score_spread":0.3390178356995316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34331272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913507,0.000045891014,0.0006423152,0.0007172877,0.0028784962,0.0025814816,0.000051328,0.000058639693,0.0016738473],"genre_scores_gemma":[0.9894306,5.519522e-7,0.003497225,0.00028152962,0.00041351526,0.0027393089,0.0002419182,0.000024566383,0.00337075],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990976,0.000017889834,0.00019670674,0.0003158051,0.00007502289,0.0002969968],"domain_scores_gemma":[0.9993386,0.0001318936,0.00008513808,0.00027868222,0.00006432735,0.000101303274],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016461861,0.00012590502,0.00014492827,0.000031776734,0.00028887697,0.000018733486,0.000115192,0.00007895834,0.0009961878],"category_scores_gemma":[0.000013415545,0.00009910596,0.000052475756,0.00011991656,0.00004360426,0.00006391103,0.00001020134,0.00008469138,0.000041688225],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011557868,0.004974703,0.24699195,0.0007249387,0.00026458025,0.0000036060114,0.044301394,4.5043464e-7,0.0008368129,0.008355747,0.04799478,0.63399315],"study_design_scores_gemma":[0.032352503,0.004772323,0.383179,0.0010422545,0.00054110435,0.00008053016,0.03144338,0.000033356282,0.038140677,0.006403348,0.49940363,0.0026078925],"about_ca_topic_score_codex":0.00011123081,"about_ca_topic_score_gemma":0.0017528064,"teacher_disagreement_score":0.63138527,"about_ca_system_score_codex":0.000040957228,"about_ca_system_score_gemma":0.000060535767,"threshold_uncertainty_score":0.99991703},"labels":[],"label_agreement":null},{"id":"W36341243","doi":"10.1177/070674371005500708","title":"One-Year Incidence of Psychiatric Disorders in Quebec's Older Adult Population","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Baycrest Hospital; University of Toronto; Université de Montréal; Université Laval; Institut universitaire en santé mentale de Montréal; Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Psychiatry; Anxiety; Depression (economics); Incidence (geometry); Medicine; Population; Major depressive episode; Anxiety disorder; Mental health; Mania; Psychology; Bipolar disorder; Mood","score_opus":0.01007525163415325,"score_gpt":0.3011816298943063,"score_spread":0.29110637826015306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W36341243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778809,0.0005283739,0.0000060183147,0.0120485285,0.005638553,0.0002502424,0.000008981121,0.0000032758637,0.0036351366],"genre_scores_gemma":[0.9979328,0.000013107641,0.0010206754,0.00035450587,0.0003940384,0.0000053689914,0.0000038084395,0.000016411981,0.0002593176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986825,0.00010902581,0.0005906882,0.00012308716,0.00018743833,0.00030723962],"domain_scores_gemma":[0.9988745,0.000042028852,0.00047551095,0.00027699728,0.00007280041,0.0002581579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039592746,0.00011529539,0.00020350673,0.0004087486,0.00017350378,0.00002640943,0.00041122106,0.00013082044,0.00087609777],"category_scores_gemma":[0.000023074013,0.00009131315,0.00009653563,0.00039318574,0.00008907176,0.00016245637,0.000006709643,0.00054295006,0.00003095309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006079278,0.000102197046,0.9487441,0.000024661946,0.000023740056,0.0000016547561,0.00091834104,0.000004861635,0.0000029637556,0.039258406,0.001421961,0.009436317],"study_design_scores_gemma":[0.0009977499,0.00010244918,0.97818536,0.00006892314,0.00003203534,0.000013115046,0.00069397484,0.0000031869893,0.0000023918676,0.019663157,0.0001480922,0.00008956816],"about_ca_topic_score_codex":0.66110927,"about_ca_topic_score_gemma":0.99664885,"teacher_disagreement_score":0.33553958,"about_ca_system_score_codex":0.00008233129,"about_ca_system_score_gemma":0.0005543572,"threshold_uncertainty_score":0.95926565},"labels":[],"label_agreement":null},{"id":"W385439863","doi":"10.1016/j.ijlp.2015.05.001","title":"Forensic psychiatry in Pakistan","year":2015,"lang":"en","type":"review","venue":"International Journal of Law and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Forensic psychiatry; Mental health; Legislation; Mental healthcare; Psychiatry; Health care; Medicine; Fraternity; Political science; Law","score_opus":0.0659398083391401,"score_gpt":0.4813212334509488,"score_spread":0.4153814251118087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W385439863","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027077008,0.9454759,0.00000489877,0.00064378086,0.025320606,0.00025934025,0.00006735142,0.000007826291,0.02794955],"genre_scores_gemma":[0.00045112672,0.9947153,0.0010859187,0.00086415507,0.0022131577,0.000018711788,0.000055412864,0.000045521698,0.000550712],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974596,0.00022437975,0.0013718108,0.00025598242,0.00043994348,0.00024828894],"domain_scores_gemma":[0.9982807,0.00008883693,0.0010989483,0.00018359021,0.00014993959,0.00019800496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006541475,0.0003261698,0.0010340336,0.00040510212,0.00005455042,0.00007435516,0.00056468416,0.0002908376,0.00032998013],"category_scores_gemma":[0.0000033533736,0.00024359899,0.00034419895,0.00012161252,0.00007757124,0.00016047365,0.000053184747,0.000736294,0.00006578361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017088985,0.00046461142,0.0012469883,0.0010677724,0.00055738195,0.00013438606,0.0001944435,9.3536116e-8,2.4339932e-9,0.15754768,0.0106021,0.82801366],"study_design_scores_gemma":[0.0016033029,0.00022356048,0.00014721446,0.0072903703,0.00023753129,0.0015883992,0.00015763481,2.0347129e-7,7.738279e-9,0.013579188,0.97496086,0.00021174035],"about_ca_topic_score_codex":0.00015240435,"about_ca_topic_score_gemma":0.00036360923,"teacher_disagreement_score":0.96435875,"about_ca_system_score_codex":0.00016137036,"about_ca_system_score_gemma":0.00034423146,"threshold_uncertainty_score":0.99336785},"labels":[],"label_agreement":null},{"id":"W400929035","doi":"10.1016/b978-0-08-097086-8.28110-5","title":"Mental Health, Mentalism and Sanism","year":2015,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Oppression; Scholarship; Dismissal; Mental health; Epistemology; Sociology; Political science; Social science; Criminology; Environmental ethics; Positive economics; Psychology; Law; Philosophy; Economics; Psychiatry","score_opus":0.05433992058423454,"score_gpt":0.3634799490030996,"score_spread":0.30914002841886506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W400929035","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025683845,0.02376876,1.7234441e-7,0.0007162886,0.0020199427,0.0015999288,0.00027200108,0.000093452836,0.9712726],"genre_scores_gemma":[0.0018244311,0.00035756564,0.00010035039,0.0021502415,0.00042974114,0.00009765168,0.00032645618,0.000121440185,0.99459213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776524,0.000066063374,0.000588631,0.00068286154,0.00037549017,0.00052173086],"domain_scores_gemma":[0.99857646,0.000027111106,0.00037567745,0.00049139163,0.000030520747,0.0004988611],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032432858,0.0005428881,0.0006955827,0.00014454976,0.0003172404,0.000044703724,0.00021929288,0.0003594288,0.0028891643],"category_scores_gemma":[9.970125e-7,0.00049465237,0.00012066833,0.000008343312,0.00018486143,0.000046161975,0.00016912674,0.00038904443,0.0011239782],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005338618,0.000033396565,0.000010817701,0.00008884051,0.00014674973,0.000044097385,0.002033533,1.7337869e-9,9.862136e-7,0.028689843,0.017091276,0.9518071],"study_design_scores_gemma":[0.0013619086,0.0003401236,0.000047906902,0.00028758173,0.00005200943,0.000104584266,0.00011302138,2.2870411e-7,0.0000028771246,0.0124686025,0.98483205,0.00038909612],"about_ca_topic_score_codex":0.000020798096,"about_ca_topic_score_gemma":0.0000714386,"teacher_disagreement_score":0.9677408,"about_ca_system_score_codex":0.00035214628,"about_ca_system_score_gemma":0.00007742658,"threshold_uncertainty_score":0.9997505},"labels":[],"label_agreement":null},{"id":"W4200102029","doi":"10.1080/07448481.2021.2007112","title":"Increasing resiliency and reducing mental illness stigma in post-secondary students: A meta-analytic evaluation of the inquiring mind program","year":2021,"lang":"en","type":"review","venue":"Journal of American College Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mental Health Commission of Canada; University of Calgary","funders":"University of Calgary; Commission de la santé mentale du Canada","keywords":"Mental health; Stigma (botany); Mental illness; Promotion (chess); Psychology; Help-seeking; Randomized controlled trial; Psychiatry; Clinical psychology; Medicine","score_opus":0.15306897092344096,"score_gpt":0.5205848704182826,"score_spread":0.36751589949484165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200102029","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22972654,0.7666097,2.863207e-7,0.00035242853,0.0005584974,0.0025117346,0.00008442364,0.0000027117785,0.00015367533],"genre_scores_gemma":[0.12467137,0.8739277,0.0005952093,0.00022362501,0.00017110485,0.0002089302,0.000029330418,0.000059035767,0.00011369389],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9897198,0.005403148,0.0026712203,0.00045381903,0.0012915122,0.0004604918],"domain_scores_gemma":[0.9931662,0.00060453685,0.00525528,0.00042124098,0.00031829593,0.00023442338],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0073633236,0.00040360377,0.003599685,0.0006324799,0.00030521594,0.000051283394,0.0004987904,0.00010676452,0.00037565175],"category_scores_gemma":[0.00027486906,0.0002567537,0.00066457654,0.0014470933,0.00029047029,0.00017106617,0.00017765825,0.000808025,0.0000012510561],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084548374,0.00083293027,0.0008420128,0.0025326444,0.0017744728,0.000045933873,0.0022191268,9.189378e-7,1.9717547e-7,0.0000115121165,0.00013101277,0.9915247],"study_design_scores_gemma":[0.024772963,0.019953405,0.12662159,0.13734974,0.115737215,0.01953914,0.1608231,0.00012855954,0.000011114648,0.00011954362,0.39112246,0.0038211527],"about_ca_topic_score_codex":0.0018765028,"about_ca_topic_score_gemma":0.00034008472,"teacher_disagreement_score":0.98770356,"about_ca_system_score_codex":0.0017077103,"about_ca_system_score_gemma":0.004227774,"threshold_uncertainty_score":0.9999885},"labels":[],"label_agreement":null},{"id":"W4200102203","doi":"10.22454/primer.2021.501713","title":"Examining Access to Psychiatric Care in Michigan’s Upper Peninsula","year":2021,"lang":"en","type":"article","venue":"PRiMER","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Mental health; Mental health care; Peninsula; Health care; Mental healthcare; Quarter (Canadian coin)","score_opus":0.06028340209819232,"score_gpt":0.4018835918389935,"score_spread":0.3416001897408012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200102203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9359924,0.004403561,0.000010418372,0.0006405453,0.0013154751,0.00034729482,0.000007710872,0.000035660196,0.05724692],"genre_scores_gemma":[0.99356323,0.000017648297,0.0007795119,0.0017606274,0.00016264802,0.00013295254,0.000045973367,0.000025544867,0.003511867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873126,0.00009496055,0.00024706087,0.00043043814,0.00012774338,0.00036853395],"domain_scores_gemma":[0.99941164,0.000047041107,0.000045332017,0.000334411,0.00003885943,0.0001227337],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007408113,0.0001409496,0.00018383664,0.00016359883,0.00008715374,0.000051869538,0.00023698829,0.00008237785,0.0031028911],"category_scores_gemma":[0.000010317362,0.00013582349,0.00003752855,0.0005169531,0.00000962987,0.0001166903,0.0001332142,0.00014235516,0.0009737861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008427117,0.00021856377,0.95554465,0.000042919124,0.00002240533,0.00009696401,0.0069613536,0.0000018468864,0.00013558769,0.00034940473,0.0018567429,0.03468526],"study_design_scores_gemma":[0.00141266,0.00010084785,0.97419524,0.000038236285,0.000024069232,0.000013646463,0.0038753224,0.0000019861009,0.0020806927,0.00007919989,0.017952602,0.0002255175],"about_ca_topic_score_codex":0.00037981878,"about_ca_topic_score_gemma":0.00043531842,"teacher_disagreement_score":0.05757081,"about_ca_system_score_codex":0.000053690164,"about_ca_system_score_gemma":0.00004246578,"threshold_uncertainty_score":0.9998041},"labels":[],"label_agreement":null},{"id":"W4200110805","doi":"10.1016/j.psychres.2021.114356","title":"The effects of a video-based randomized controlled trial intervention on depression stigma and help-seeking attitudes in university students","year":2021,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Canadian Institutes of Health Research","keywords":"Stigma (botany); Randomized controlled trial; Help-seeking; Clinical psychology; Psychology; Intervention (counseling); Anxiety; Mental health; Depression (economics); Psychiatry; Social stigma; Medicine; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.038866683007655695,"score_gpt":0.44948560719815783,"score_spread":0.41061892419050217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200110805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891061,0.0040543023,0.000025525746,0.00051128236,0.0013994221,0.003975031,0.0000018065734,0.000010175099,0.000916324],"genre_scores_gemma":[0.99824214,0.00018734894,0.000028438664,0.00002280748,0.00007164479,0.00022993848,0.0000058822125,0.000008671115,0.0012031314],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9940623,0.004406147,0.0003791101,0.00031411473,0.0005360236,0.00030230047],"domain_scores_gemma":[0.9945274,0.0049096863,0.00013977375,0.0002670409,0.00008385755,0.00007224943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003692742,0.00010832451,0.00051965594,0.00021578175,0.00035734678,0.000051313098,0.00023514825,0.0000872626,0.000077185585],"category_scores_gemma":[0.0004323499,0.000071210794,0.00017451253,0.00030175826,0.00014877817,0.000044680215,0.00010702183,0.00030984075,0.00000981975],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.80202264,0.0020194303,0.18909629,0.0002371572,0.00016870856,0.00003066264,0.0001257142,5.850972e-7,0.00004679249,0.000843454,0.00015930498,0.005249278],"study_design_scores_gemma":[0.9111966,0.00060798397,0.086497724,0.00074605533,0.00004264064,6.140308e-7,0.0003543145,0.00004943746,0.00007090292,0.00034915612,0.000028358654,0.000056233443],"about_ca_topic_score_codex":0.00033840726,"about_ca_topic_score_gemma":0.0006494791,"teacher_disagreement_score":0.10917395,"about_ca_system_score_codex":0.00006920216,"about_ca_system_score_gemma":0.000061159124,"threshold_uncertainty_score":0.29038918},"labels":[],"label_agreement":null},{"id":"W4200198246","doi":"10.1016/j.euroneuro.2021.10.446","title":"P.0473 Antidepressant prescription rates in patients with delusional disorder with and without comorbid depression: A systematic review","year":2021,"lang":"en","type":"review","venue":"European Neuropsychopharmacology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Vagina; Vulva; Case fatality rate; Depression (economics); Christian ministry; Medical prescription; Gynecology; Internal medicine; Obstetrics; Surgery; Epidemiology","score_opus":0.03184244362194066,"score_gpt":0.378204469138223,"score_spread":0.3463620255162823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200198246","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065666083,0.9828148,0.000004824102,0.00003812119,0.0008211117,0.007337957,0.000055049673,0.00011854287,0.002243002],"genre_scores_gemma":[0.0026449116,0.9934841,0.000044246986,0.0012838431,0.00011295208,0.00095185806,0.00037593656,0.00032460716,0.0007775538],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99067205,0.0054333312,0.0014053825,0.0014326429,0.000400984,0.0006556132],"domain_scores_gemma":[0.99751925,0.0002496558,0.001077843,0.0007691994,0.0001196836,0.00026434913],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004876396,0.0009305299,0.0031209704,0.00029520408,0.00018074318,0.00006612837,0.0005249325,0.00014038148,0.0005160272],"category_scores_gemma":[0.000026488528,0.0005729508,0.00016167371,0.00061409856,0.00017362034,0.00016351973,0.00027379915,0.00087927066,0.0001409124],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008153198,0.0026314906,0.025364568,0.85149395,0.0010201314,0.0022892233,0.00018752435,0.0000010389833,7.758652e-7,0.00004219652,0.0037380483,0.112415746],"study_design_scores_gemma":[0.01146943,0.0012622589,0.047593992,0.7646467,0.0066220486,0.0008646749,0.000030149067,0.0000031727795,9.467512e-8,9.598024e-7,0.16609184,0.001414675],"about_ca_topic_score_codex":0.000018409895,"about_ca_topic_score_gemma":0.000014011679,"teacher_disagreement_score":0.16235378,"about_ca_system_score_codex":0.00006258025,"about_ca_system_score_gemma":0.00005755855,"threshold_uncertainty_score":0.9996722},"labels":[],"label_agreement":null},{"id":"W4200242218","doi":"10.1016/s2215-0366(21)00384-9","title":"Efficacy and cost-effectiveness of task-shared care for people with severe mental disorders in Ethiopia (TaSCS): a single-blind, randomised, controlled, phase 3 non-inferiority trial","year":2021,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network","funders":"National Institute of Mental Health; Medical Research Council; National Institute for Health and Care Research","keywords":"Phase (matter); Mental health; MEDLINE; Mental health care; Clinical trial","score_opus":0.032601952749044344,"score_gpt":0.3753490720303098,"score_spread":0.34274711928126544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200242218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978316,0.0023103727,0.00010028252,0.0010983938,0.0016072855,0.014309178,0.00037417206,0.000025422354,0.0018589065],"genre_scores_gemma":[0.99567354,0.00007124814,0.00024364714,0.00015291639,0.0003523393,0.0030637486,0.00035435072,0.00002998488,0.000058244685],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99798244,0.00058231765,0.00042149064,0.00042937382,0.00016918413,0.00041521137],"domain_scores_gemma":[0.99826187,0.00094491953,0.000242851,0.00040871373,0.00006108409,0.00008056419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005870615,0.00026143543,0.0010764137,0.00006230578,0.00021856488,0.00004068497,0.00019385405,0.00013649384,0.00010655793],"category_scores_gemma":[0.000038472554,0.00017548702,0.00014029535,0.00025143407,0.00008353842,0.000089687936,0.00004218643,0.00023829854,0.0000036692497],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96245426,0.0025014372,0.02227046,0.0007049893,0.00032570495,0.0000031231566,0.0042804033,0.000005425182,0.00011405588,0.0002946371,0.0002715683,0.006773946],"study_design_scores_gemma":[0.9759248,0.001982902,0.017733881,0.00029747182,0.00020978962,0.000012703507,0.0028680582,0.000026071277,0.0000665113,0.00024532285,0.00041272285,0.00021976023],"about_ca_topic_score_codex":0.0002451561,"about_ca_topic_score_gemma":0.004172585,"teacher_disagreement_score":0.017357534,"about_ca_system_score_codex":0.00006745705,"about_ca_system_score_gemma":0.000115160954,"threshold_uncertainty_score":0.71561533},"labels":[],"label_agreement":null},{"id":"W4200246508","doi":"10.1177/13634615211055000","title":"The role of moral explanations and structural inequalities in experiences of mental illness stigma in Northern Minas Gerais, Brazil","year":2021,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Mental illness; Psychosocial; Mental health; Stigma (botany); Psychology; Blame; Attribution; Qualitative research; Middle Eastern Mental Health Issues & Syndromes; Social psychology; Psychiatry; Clinical psychology; Sociology","score_opus":0.020810209444925072,"score_gpt":0.3356686942546809,"score_spread":0.3148584848097558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200246508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837811,0.013530044,3.2677292e-7,0.0005940918,0.00073559023,0.00022751381,0.000040343853,0.000006761939,0.0010842446],"genre_scores_gemma":[0.99948865,0.000121511235,0.00005642417,0.000028255197,0.00003217571,0.000070512,0.00004865105,0.0000061834594,0.0001476526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891263,0.00012482388,0.00042125164,0.00018793913,0.00014637409,0.0002069825],"domain_scores_gemma":[0.9996705,0.00005069221,0.00008996003,0.00012315749,0.00002859776,0.000037088652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000082611194,0.00012536887,0.00020636526,0.000047055033,0.00013750826,0.000015222078,0.00012802437,0.000058242433,0.00014971412],"category_scores_gemma":[0.0000029873931,0.000081355196,0.00005280544,0.00020823485,0.00016263021,0.00013766064,0.000011649514,0.000096231444,0.0000011160695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021768098,0.00016285574,0.7408486,0.00006851194,0.000037607548,0.000003291575,0.23394202,0.000003031913,0.00037201098,0.009730294,0.00002963326,0.014584438],"study_design_scores_gemma":[0.001397644,0.00006863826,0.5411132,0.000061730556,0.000009026348,0.000013278237,0.45426354,0.0000140064185,0.001156883,0.0017256702,0.000058397647,0.000117959324],"about_ca_topic_score_codex":0.0014737827,"about_ca_topic_score_gemma":0.045704544,"teacher_disagreement_score":0.22032152,"about_ca_system_score_codex":0.000018824354,"about_ca_system_score_gemma":0.000027737684,"threshold_uncertainty_score":0.97170883},"labels":[],"label_agreement":null},{"id":"W4200338723","doi":"10.1093/geroni/igab046.979","title":"The Effects of Stigma on the Caregivers of Elderly Patients With Psychiatric Issues in a Chinese Community","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Ethnic group; Mental health; Socioeconomic status; Psychiatry; Stigma (botany); Feeling; Affect (linguistics); Medicine; Population; Psychology; Gerontology; Environmental health","score_opus":0.015561046391324804,"score_gpt":0.34312928446944113,"score_spread":0.3275682380781163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200338723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969677,0.00018432156,0.0000028657805,0.00078403024,0.00025528792,0.0003087918,0.0000019486665,0.0000043385676,0.0014907435],"genre_scores_gemma":[0.9997257,0.000008166439,0.000020846228,0.00012157297,0.000009008114,0.000033982713,0.000016239987,0.000004932429,0.000059581085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991486,0.00030187334,0.00026209562,0.00007090405,0.00011979972,0.00009672669],"domain_scores_gemma":[0.9988909,0.00059775397,0.0001794604,0.00022919766,0.00009745576,0.000005270107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025882333,0.000063813095,0.00010100283,0.00014059884,0.00012220952,0.0000073543333,0.0001173733,0.00002366327,0.000012399516],"category_scores_gemma":[0.00007927916,0.000034944744,0.000009638279,0.0015374942,0.000040302115,0.000039867224,0.000020477823,0.0001888304,0.0000010299989],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082802726,0.00034075798,0.9712264,0.00009645298,0.000014126387,0.0000019312172,0.0069634663,0.0000038800454,0.0000219697,0.0051006186,0.00010555966,0.016042031],"study_design_scores_gemma":[0.0014142663,0.00018809027,0.99437296,0.00017479673,0.0000028047502,1.6574486e-7,0.0028362267,0.0000032575094,0.00033947462,0.0005886102,0.00004497797,0.000034393604],"about_ca_topic_score_codex":0.0012219932,"about_ca_topic_score_gemma":0.00049013266,"teacher_disagreement_score":0.023146532,"about_ca_system_score_codex":0.000031449523,"about_ca_system_score_gemma":0.000013775793,"threshold_uncertainty_score":0.18472964},"labels":[],"label_agreement":null},{"id":"W4200441860","doi":"10.1136/bmjopen-2021-050036","title":"Detecting young people with mental disorders: a cluster-randomised trial of multidisciplinary health teams at the GP office","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Akershus Universitetssykehus","keywords":"Medicine; Mental health; Anxiety; Intervention (counseling); Cluster randomised controlled trial; Family medicine; Depression (economics); Psychiatry; Randomized controlled trial","score_opus":0.053565974814927295,"score_gpt":0.43767264610785594,"score_spread":0.38410667129292864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200441860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95837015,0.00018999529,0.00003230835,0.003665321,0.0008062961,0.019200329,0.000036858662,0.000019323847,0.017679403],"genre_scores_gemma":[0.98814136,0.000015253911,0.0002812385,0.00023330466,0.00011723841,0.0031654087,0.0001096734,0.000029486924,0.007907029],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9977984,0.00064785505,0.0005322603,0.0003933399,0.00026154317,0.0003666065],"domain_scores_gemma":[0.9985223,0.00036208777,0.0004405437,0.00055017974,0.000027792212,0.000097125],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011263065,0.0001754669,0.00044074698,0.000029658464,0.0006726485,0.000059565788,0.00037584282,0.000055011227,0.00092564785],"category_scores_gemma":[0.000030787047,0.00011029173,0.00008966484,0.00024053139,0.00005446127,0.0001367099,0.00062551873,0.00013032272,0.00006504084],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8074492,0.0035510468,0.07216528,0.00043180495,0.00049974385,0.000035149504,0.048466243,0.000024040568,0.00011540794,0.00009104498,0.0060165916,0.06115441],"study_design_scores_gemma":[0.85250354,0.00475801,0.07806649,0.0006090638,0.00013552426,0.00023989727,0.060774926,0.00030615937,0.0007264732,0.00007690487,0.0012181057,0.0005848929],"about_ca_topic_score_codex":0.0064945705,"about_ca_topic_score_gemma":0.06060108,"teacher_disagreement_score":0.060569517,"about_ca_system_score_codex":0.00016444518,"about_ca_system_score_gemma":0.00018973925,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W4200469620","doi":"10.2196/preprints.35168","title":"Protocol for a Mental Health and Substance Use Trend Study: the World Mental Health-International College Student (WMH-ICS) Survey in Canada (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Context (archaeology); Psychological intervention; Scale (ratio); Protocol (science); Medicine; Psychology; Medical education; Family medicine; Psychiatry; Alternative medicine; Geography","score_opus":0.14813096044224502,"score_gpt":0.46768629444082055,"score_spread":0.3195553339985755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200469620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6390453,0.00019167848,0.000008845056,0.009534286,0.002586412,0.34469274,0.0033568311,0.000035164445,0.0005487488],"genre_scores_gemma":[0.5776998,0.00003462562,0.00017618781,0.0030472127,0.00010541149,0.40931937,0.0016067227,0.00006141863,0.007949261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941591,0.0013715682,0.0014699651,0.0014048107,0.00076045515,0.00083409727],"domain_scores_gemma":[0.99756145,0.00050515105,0.00076326646,0.0006968839,0.0000757079,0.0003975095],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018067331,0.0005726145,0.00091254956,0.0002043547,0.0005205071,0.00021479504,0.0006925781,0.00008948937,0.0011020504],"category_scores_gemma":[0.000012812479,0.00044627662,0.00009977021,0.0002911307,0.00006114845,0.0001302702,0.00071418996,0.00061756774,0.0000029710839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019018753,0.0031108703,0.9206445,0.00024318781,0.0004869094,0.000036134916,0.011481343,0.000008383353,2.2826283e-7,0.00025930547,0.05751422,0.0043130284],"study_design_scores_gemma":[0.010775879,0.00045057235,0.95233554,0.00041541434,0.000007715911,0.000012086841,0.024199523,0.00010085698,0.0000053846866,0.00001891473,0.011235287,0.00044280404],"about_ca_topic_score_codex":0.94479257,"about_ca_topic_score_gemma":0.9995462,"teacher_disagreement_score":0.06462662,"about_ca_system_score_codex":0.005385829,"about_ca_system_score_gemma":0.002351095,"threshold_uncertainty_score":0.99981105},"labels":[],"label_agreement":null},{"id":"W4200541239","doi":"10.1177/15404153211057563","title":"Financial Barriers to Mental Healthcare Services and Depressive Symptoms among Residents of Washington Heights, New York City","year":2021,"lang":"en","type":"article","venue":"Hispanic Health Care International","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canada Research Chairs","keywords":"Mental health; Propensity score matching; Depression (economics); Medicine; Depressive symptoms; Cross-sectional study; Health care; Finance; Mental illness; Psychiatry; Anxiety; Internal medicine; Business","score_opus":0.01982481793169398,"score_gpt":0.3430256908589396,"score_spread":0.3232008729272456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200541239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98045456,0.008016739,0.000018326904,0.0064016213,0.0035074113,0.0005664015,0.00035475442,0.00003896877,0.00064121315],"genre_scores_gemma":[0.99149734,0.00013254126,0.0001623435,0.0064594205,0.00037316166,0.000055549153,0.00041138742,0.000023219985,0.00088501186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772894,0.00020550782,0.00059733057,0.0005580972,0.00047582472,0.00043430045],"domain_scores_gemma":[0.99829525,0.000076852215,0.00030772208,0.0002628686,0.00017504542,0.00088224193],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015313626,0.00020734378,0.00033668784,0.00013576765,0.00035416774,0.000043518143,0.00030651936,0.00014051689,0.0016193186],"category_scores_gemma":[0.000056693567,0.00021176158,0.00007221974,0.00017685421,0.00004240935,0.00016080859,0.00017096172,0.00023725396,0.000023146253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005969233,0.00019135108,0.8086074,0.00079935824,0.00024097027,0.00011457756,0.090906605,0.0000036164797,0.000058623926,0.0062421802,0.03608246,0.056155935],"study_design_scores_gemma":[0.002377194,0.00043695516,0.9774802,0.0008402729,0.000020963304,0.00003494179,0.008534514,0.00001316827,0.0006167754,0.00023116119,0.009146582,0.00026729956],"about_ca_topic_score_codex":0.025342371,"about_ca_topic_score_gemma":0.016293602,"teacher_disagreement_score":0.16887277,"about_ca_system_score_codex":0.0005564897,"about_ca_system_score_gemma":0.00071866886,"threshold_uncertainty_score":0.9992933},"labels":[],"label_agreement":null},{"id":"W4200554716","doi":"10.1177/17151635211063188","title":"Overcoming stigma in pharmacy practice","year":2021,"lang":"en","type":"editorial","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Pharmacy; Pharmacy practice; Medicine; Medical education; Psychology; Family medicine; Psychiatry","score_opus":0.04774760709720161,"score_gpt":0.38812071365711304,"score_spread":0.34037310655991143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200554716","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021135634,0.0155031355,0.00000707428,0.0002678334,0.943553,0.0009367879,0.0025696931,0.000041235526,0.015985645],"genre_scores_gemma":[0.1890212,0.025725275,0.00018105537,0.0044057006,0.76796305,0.00019664814,0.0011981667,0.00034951174,0.010959397],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918093,0.0011634002,0.0016865389,0.0012450852,0.0014070278,0.002688647],"domain_scores_gemma":[0.99164104,0.0017036352,0.001067551,0.0005968402,0.0011203316,0.0038706202],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017153375,0.0010899316,0.0012042178,0.0010446663,0.0014147112,0.0005916061,0.0015079184,0.00044924158,0.009811985],"category_scores_gemma":[0.0011037962,0.0012572204,0.00031615183,0.0012569666,0.00018900496,0.0009132124,0.00013133703,0.004821498,0.0001148429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00028543305,0.00013495548,0.00017623318,0.00027851557,0.00033826064,0.29053357,0.0009443105,0.000031884545,0.000017477596,0.000012318018,0.6510643,0.05618276],"study_design_scores_gemma":[0.0060246293,0.000037922102,0.000003491591,0.00015520757,0.0003793533,0.12832507,0.000057173467,0.00009312463,0.00007656184,0.00001441695,0.8638422,0.0009908424],"about_ca_topic_score_codex":0.4381444,"about_ca_topic_score_gemma":0.512682,"teacher_disagreement_score":0.21277793,"about_ca_system_score_codex":0.013144946,"about_ca_system_score_gemma":0.015897157,"threshold_uncertainty_score":0.9998853},"labels":[],"label_agreement":null},{"id":"W4200607795","doi":"10.31234/osf.io/szg5d","title":"Stigmatizing our own: Self-relevant research (Me-search) is common but frowned upon in clinical psychological science","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Texas Tech University","keywords":"Mental health; Psychology; Prejudice (legal term); Diversity (politics); Clinical psychology; Mental illness; Medical education; Social psychology; Psychotherapist; Medicine; Sociology","score_opus":0.37056804192419834,"score_gpt":0.6029327206568814,"score_spread":0.23236467873268307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200607795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94571745,0.00089064986,0.000038543356,0.0065399497,0.0034910722,0.002027797,0.00003636896,0.00020402002,0.04105416],"genre_scores_gemma":[0.9905726,0.0007025453,0.0037536277,0.000919309,0.00045410744,0.00030916906,0.00009664162,0.0000554686,0.0031365447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98835236,0.0030695484,0.0019541134,0.0028280353,0.0018292696,0.0019666937],"domain_scores_gemma":[0.99555004,0.00085266767,0.00030051704,0.0022035702,0.00038042298,0.00071278785],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.013743956,0.00053104426,0.0011887926,0.00095931254,0.0007759754,0.00054016424,0.0023627244,0.0011783552,0.0035850606],"category_scores_gemma":[0.00029172486,0.00041515066,0.0003042035,0.0013751396,0.00049472484,0.00021895442,0.0034316715,0.0052571497,0.001657682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030692853,0.03025749,0.48364994,0.0017667955,0.0006171046,0.005902908,0.024299843,0.000025016507,0.0006617788,0.0107197175,0.045609254,0.39342088],"study_design_scores_gemma":[0.008654194,0.0024561784,0.93148786,0.0022097058,0.00009458626,0.00014346527,0.04069511,0.002671808,0.0014397572,0.0066381902,0.0015593331,0.001949802],"about_ca_topic_score_codex":0.0045246026,"about_ca_topic_score_gemma":0.0007235587,"teacher_disagreement_score":0.44783795,"about_ca_system_score_codex":0.00072483614,"about_ca_system_score_gemma":0.00041864906,"threshold_uncertainty_score":0.99983},"labels":[],"label_agreement":null},{"id":"W4205227157","doi":"10.1007/s11469-022-00756-7","title":"Opioid Use Stigma: An Examination of Student Attitudes on Harm Reduction Strategies","year":2022,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Harm reduction; Health psychology; Harm; Psychology; Stigma (botany); Public health; Clinical psychology; Opioid; Social psychology; Psychiatry; Medicine; Nursing","score_opus":0.06339669855906407,"score_gpt":0.4355310310221139,"score_spread":0.37213433246304983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205227157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941957,0.0007268791,0.000029100613,0.0005460167,0.003874766,0.00024686783,0.00009997124,0.000009819529,0.00027088152],"genre_scores_gemma":[0.9986408,0.00038616316,0.00009429733,0.00022377314,0.0002837371,0.000020382158,0.00017226841,0.000008544689,0.00017007419],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99834657,0.00025055645,0.0005211382,0.00014405586,0.00061338145,0.0001242801],"domain_scores_gemma":[0.9990213,0.000035890567,0.0006351512,0.00006497349,0.00010549723,0.00013716759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048383654,0.00009352838,0.00014748341,0.00028779556,0.00028341496,0.000045527377,0.00014251871,0.000025123234,0.00042093094],"category_scores_gemma":[0.0000035025164,0.00008688151,0.000042501775,0.00007396709,0.000035141078,0.00056959724,0.000036189645,0.00019128772,0.000002077318],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058030537,0.007608401,0.028316524,0.00006815946,0.00052380934,0.000048931965,0.02806406,0.00032688628,0.0011487469,0.01015702,0.004025677,0.9139087],"study_design_scores_gemma":[0.004324761,0.008827425,0.95189834,0.00020096761,0.000022425958,0.00046086713,0.030563515,0.000061393686,0.0002769901,0.00018081696,0.0030547802,0.00012772424],"about_ca_topic_score_codex":0.00018941305,"about_ca_topic_score_gemma":0.0000082647875,"teacher_disagreement_score":0.92358184,"about_ca_system_score_codex":0.00043342524,"about_ca_system_score_gemma":0.000073296396,"threshold_uncertainty_score":0.46088988},"labels":[],"label_agreement":null},{"id":"W4205455313","doi":"10.2196/23965","title":"Consistency and Sensitivity Evaluation of the Saudi Arabia Mental Health Surveillance System (MHSS): Hypothesis Generation and Testing","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Mental health; Consistency (knowledge bases); Anxiety; Quality (philosophy); Scale (ratio); Public health; Clinical psychology; Statistics; Applied psychology; Psychiatry; Medicine; Geography; Mathematics","score_opus":0.24494685489314197,"score_gpt":0.4704047877529122,"score_spread":0.22545793285977025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205455313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934756,0.00079473073,0.0000036127105,0.0010984394,0.00018014536,0.0016506799,0.00013160428,0.0000118538765,0.0026533208],"genre_scores_gemma":[0.9994112,0.000012060899,0.000032889326,0.00004072391,0.000028907416,0.00038097682,0.000019488809,0.0000071635745,0.00006656802],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9940481,0.004425035,0.0002731894,0.00019722153,0.00079009717,0.00026632234],"domain_scores_gemma":[0.99881315,0.0005688725,0.0001936952,0.00017310925,0.00019311522,0.000058065085],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007278886,0.00008026967,0.00016605135,0.000097543496,0.0015336385,0.000024131183,0.000053120806,0.000023680068,0.00005130801],"category_scores_gemma":[0.00006837171,0.000060226263,0.000019305446,0.00035258077,0.00013005236,0.00010595154,0.00017437723,0.0002062612,0.000003854827],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000430264,0.00093634066,0.26970762,0.0015675214,0.0001878968,0.000008242386,0.062319655,0.000040470546,0.0042535863,0.0068437983,0.010349308,0.6433553],"study_design_scores_gemma":[0.0013752239,0.00052538776,0.9659094,0.000077336175,0.0000058379624,0.00010493449,0.01341958,0.017953591,0.00032384915,0.000109788896,0.000105764644,0.000089298584],"about_ca_topic_score_codex":0.0006482677,"about_ca_topic_score_gemma":0.00016278905,"teacher_disagreement_score":0.6962018,"about_ca_system_score_codex":0.00045979721,"about_ca_system_score_gemma":0.00010156688,"threshold_uncertainty_score":0.99976623},"labels":[],"label_agreement":null},{"id":"W4205530623","doi":"10.2196/preprints.31211","title":"Implementation of an Internet-Based Acceptance and Commitment Therapy for Promoting Mental Health Among Migrant Live-in Caregivers in Canada: Protocol (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acceptance and commitment therapy; Mental health; Psychosocial; Psychology; Mindfulness; Distress; Psychological resilience; Anxiety; Clinical psychology; Peer support; Psychological intervention; Intervention (counseling); Social support; Psychiatry; Psychotherapist","score_opus":0.03922380026225642,"score_gpt":0.4055702861918121,"score_spread":0.3663464859295557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205530623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86413014,0.00009593802,0.00004329226,0.00044340012,0.00019937796,0.13493226,0.00009849408,0.000013152288,0.00004396108],"genre_scores_gemma":[0.8584594,0.000008066776,0.00087163324,0.00020805879,0.000015013106,0.13999946,0.00038487415,0.000023890323,0.000029578941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99726886,0.00036160846,0.0009149538,0.00076916994,0.0002458488,0.0004395775],"domain_scores_gemma":[0.9987859,0.000070176975,0.00060658896,0.00035915064,0.00004408192,0.00013406918],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005433043,0.0003090602,0.0005741369,0.00014748632,0.000059160444,0.00004226376,0.00028777486,0.00010118875,0.0007688664],"category_scores_gemma":[0.0000022821205,0.00029295532,0.00006412074,0.00009057867,0.00003732184,0.00009281124,0.00016038511,0.00024848143,2.575482e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005857768,0.0006016224,0.8337259,0.0010973123,0.00006382222,0.000015897196,0.024500232,0.000019142599,0.00000814677,0.000015823376,0.00014060568,0.13922572],"study_design_scores_gemma":[0.011627195,0.0008363321,0.9356452,0.00094316236,0.0000061247706,0.0000014195846,0.045529753,0.0010922966,0.0038951647,0.00002262836,0.000097356075,0.00030332382],"about_ca_topic_score_codex":0.98253274,"about_ca_topic_score_gemma":0.99575394,"teacher_disagreement_score":0.1389224,"about_ca_system_score_codex":0.002086456,"about_ca_system_score_gemma":0.0010710426,"threshold_uncertainty_score":0.99995226},"labels":[],"label_agreement":null},{"id":"W4205600251","doi":"10.2196/preprints.34381","title":"An eHealth Intervention for Promoting COVID-19 Knowledge and Protective Behaviors and Reducing Pandemic Distress Among Sexual and Gender Minorities: Protocol for a Randomized Controlled Trial (#SafeHandsSafeHearts) (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"eHealth; Randomized controlled trial; Psychological intervention; Distress; Medicine; Transgender; Syndemic; Health equity; Public health; Sexual minority; Psychology; Gerontology; Sexual orientation; Health care; Clinical psychology; Psychiatry; Nursing; Political science; Social psychology","score_opus":0.08653847308425634,"score_gpt":0.4724788558147633,"score_spread":0.38594038273050696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205600251","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5488965,0.00023973595,0.0065670307,0.000059367318,0.00039174804,0.44357243,0.00009354284,0.00009876303,0.00008087843],"genre_scores_gemma":[0.43627772,0.0000063719813,0.0005565837,0.000023465924,0.0002486588,0.56216645,0.00018940582,0.000044605626,0.00048675935],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9935563,0.0019673929,0.0017871495,0.0018609214,0.0001877303,0.00064047734],"domain_scores_gemma":[0.9956398,0.0019220884,0.0011974844,0.00045993732,0.0002152926,0.0005654165],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005026231,0.00068395905,0.002549639,0.0002568562,0.0006990736,0.00038475517,0.00016838679,0.0006484354,0.00017001788],"category_scores_gemma":[0.00058895623,0.0005484738,0.0003672813,0.00006770782,0.00034781342,0.0002389042,0.0003394413,0.0005361004,2.8457234e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.917223,0.0021769607,0.00447785,0.01701759,0.0007031682,0.00000671179,0.03061394,0.0000030961342,0.000033888467,0.00020091602,0.00004757072,0.02749534],"study_design_scores_gemma":[0.98248136,0.0022259639,0.0012199612,0.00073383364,0.0007263913,0.000026906138,0.007620873,0.0029765302,0.000038467224,0.0013808352,0.000018767105,0.0005501399],"about_ca_topic_score_codex":0.002702264,"about_ca_topic_score_gemma":0.0013009417,"teacher_disagreement_score":0.11859401,"about_ca_system_score_codex":0.00032325147,"about_ca_system_score_gemma":0.00028246737,"threshold_uncertainty_score":0.9996967},"labels":[],"label_agreement":null},{"id":"W4205662126","doi":"10.3389/fpsyt.2021.822299","title":"Editorial: The Nine Grand Challenges in Global Mental Health","year":2022,"lang":"en","type":"editorial","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Grand Challenges; Mental health; Global mental health; Psychology; Psychiatry; Medicine; Political science","score_opus":0.015680968240096106,"score_gpt":0.34651296857695657,"score_spread":0.33083200033686044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205662126","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000083621875,0.13110308,0.0000025926254,0.009500685,0.8487096,0.0014022992,0.0009629972,0.000058589398,0.008176538],"genre_scores_gemma":[0.000060823568,0.012835867,0.00029684717,0.00031937408,0.98283935,0.000726707,0.0013473064,0.000079307174,0.0014944337],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99487334,0.0008945386,0.0009901001,0.0010790515,0.0011225002,0.0010404625],"domain_scores_gemma":[0.9983173,0.00013034037,0.0005281101,0.0008308606,0.000023402758,0.00016998108],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014603123,0.0005834312,0.00095055223,0.00029185019,0.00043679788,0.000047405967,0.0011193587,0.00084805326,0.0007592612],"category_scores_gemma":[0.000028609502,0.0004836077,0.00019150018,0.0005786494,0.00012080035,0.000103757724,0.00021101919,0.002016586,0.0000383719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009380941,0.0008165733,0.010124957,0.00021264836,0.000115221104,0.000008641793,0.0014256292,8.463245e-7,2.258181e-9,0.00033031794,0.96679085,0.019236226],"study_design_scores_gemma":[0.004931115,0.000465303,0.0018897153,0.00018330806,0.000021819953,0.000002524196,0.0047358423,0.0000013607734,7.729726e-9,0.002292326,0.9851134,0.00036327675],"about_ca_topic_score_codex":0.0021548714,"about_ca_topic_score_gemma":0.004706539,"teacher_disagreement_score":0.13412975,"about_ca_system_score_codex":0.0017277198,"about_ca_system_score_gemma":0.0005784048,"threshold_uncertainty_score":0.9997616},"labels":[],"label_agreement":null},{"id":"W4205919668","doi":"10.1002/wps.20927","title":"Meeting the challenges of the new frontier of youth mental health care","year":2022,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Frontier; Mental health; Mental health care; Psychology; Political science; Psychiatry","score_opus":0.02808447622178928,"score_gpt":0.3279170842364949,"score_spread":0.2998326080147056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205919668","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3348354,0.35479605,0.0000026617167,0.12358868,0.022732714,0.0020911493,0.0004718734,0.000055673656,0.16142578],"genre_scores_gemma":[0.99356115,0.00006360147,0.00014018832,0.0013936015,0.00022433043,0.000038226397,0.000016774844,0.000019898143,0.0045422097],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9985368,0.00032714,0.00037574462,0.00021887664,0.00028062388,0.00026079288],"domain_scores_gemma":[0.9990177,0.000025907257,0.00039209396,0.00049768615,0.000010320435,0.000056251414],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025093326,0.00012409437,0.0002086167,0.00006589071,0.0005511355,0.000003874747,0.00047361178,0.000019846579,0.0009541455],"category_scores_gemma":[0.0000010999125,0.00007678177,0.0001358737,0.00027141036,0.00005448225,0.000020994034,0.0001611364,0.00022267173,0.0000061859723],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006302805,0.0013922944,0.18489447,0.00048039976,0.00050107716,5.375071e-7,0.26525316,0.000024087138,0.0000053326157,0.12253952,0.34407678,0.080202065],"study_design_scores_gemma":[0.005077221,0.0008681948,0.19321953,0.00034726417,0.00019661624,0.0000107287005,0.623663,0.00000566191,0.00007599089,0.0022459344,0.17389171,0.00039816747],"about_ca_topic_score_codex":0.0015717619,"about_ca_topic_score_gemma":0.0020755865,"teacher_disagreement_score":0.65872574,"about_ca_system_score_codex":0.00006121033,"about_ca_system_score_gemma":0.00011436459,"threshold_uncertainty_score":0.9999591},"labels":[],"label_agreement":null},{"id":"W4205955504","doi":"10.1037/pas0001105","title":"A French adaptation of the Affective and Cognitive Measure of Empathy (ACME-F).","year":2022,"lang":"en","type":"article","venue":"Psychological Assessment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Fonds de Recherche du Québec-Société et Culture","keywords":"Psychology; Empathy; Cognitive dissonance; Cognition; PsycINFO; Construct validity; Developmental psychology; Psychometrics; Cognitive psychology; Social psychology","score_opus":0.06976963092473686,"score_gpt":0.42078227907621973,"score_spread":0.35101264815148286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205955504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97706664,0.0005098128,0.00040311966,0.00029554582,0.00048700074,0.000859199,0.00010021523,0.000013346655,0.02026513],"genre_scores_gemma":[0.99895054,0.000005946587,0.00016566819,0.00020504164,0.000018642802,0.00044526774,0.000015034855,0.0000064924902,0.00018735064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831754,0.00062123995,0.00027308284,0.00029749871,0.00032249434,0.00016815263],"domain_scores_gemma":[0.9992044,0.00025189045,0.0002629795,0.00018334443,0.000052596013,0.000044797725],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004100562,0.000114876806,0.00021844084,0.000045967532,0.00020035266,0.000004582078,0.0001674943,0.000049715956,0.0017440978],"category_scores_gemma":[0.00001531963,0.00007357321,0.00007656343,0.0002519331,0.00013088323,0.000029369894,0.00012896227,0.0002371432,0.0000030442834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084036397,0.0087329475,0.56896424,0.00008795059,0.00042403376,0.00002709668,0.014534775,0.00002059888,0.00070480997,0.015438339,0.0010943696,0.38913047],"study_design_scores_gemma":[0.0017204444,0.0017010159,0.98817974,0.000024942452,0.00006330568,0.000012914173,0.006480631,0.00003775339,0.00008273301,0.0015335021,0.00008205199,0.00008096189],"about_ca_topic_score_codex":0.00026233666,"about_ca_topic_score_gemma":0.000021950755,"teacher_disagreement_score":0.41921553,"about_ca_system_score_codex":0.000048150006,"about_ca_system_score_gemma":0.0000121481835,"threshold_uncertainty_score":0.99916846},"labels":[],"label_agreement":null},{"id":"W4205963976","doi":"10.54127/bwcg2369","title":"\"Maybe once I find a good job, I will be better”: Seeking Mental Healthcare in Little Bangladesh, Toronto, Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Concurrent Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental healthcare; Mental health; Health care; Mental health care; Psychology; Medicine; Psychiatry; Economic growth; Economics","score_opus":0.028558669707291456,"score_gpt":0.33719691436812815,"score_spread":0.30863824466083667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205963976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9209107,0.01666274,0.00003895452,0.055995874,0.003211745,0.00047862227,0.00010633343,0.000013876429,0.0025811635],"genre_scores_gemma":[0.994013,0.0003906837,0.00003443993,0.005083235,0.00030987457,0.000013908635,0.000027254555,0.000023755292,0.000103840364],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99780273,0.00019061405,0.0007874012,0.00025609724,0.00046401474,0.00049915473],"domain_scores_gemma":[0.99888736,0.000102845566,0.00047257036,0.00012286102,0.00004660487,0.00036777655],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001750662,0.00023507957,0.0004344393,0.000051409686,0.00012821416,0.0000328681,0.0003237675,0.000081803926,0.0013304318],"category_scores_gemma":[0.000019315688,0.00021524084,0.00011922567,0.00017190092,0.000039118037,0.00037909808,0.00005001436,0.00042343023,0.0000060720627],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068939786,0.000873954,0.41973633,0.00048699885,0.0003644443,0.00038013855,0.04275444,0.000019571122,0.000108700784,0.001133557,0.08652435,0.4469281],"study_design_scores_gemma":[0.024782643,0.0042266482,0.33127752,0.0013073721,0.00019621877,0.00014459505,0.059984088,0.00062005763,0.00012394793,0.00039225174,0.5754034,0.0015412346],"about_ca_topic_score_codex":0.17487383,"about_ca_topic_score_gemma":0.42394593,"teacher_disagreement_score":0.48887905,"about_ca_system_score_codex":0.00073067046,"about_ca_system_score_gemma":0.00031965488,"threshold_uncertainty_score":0.99958247},"labels":[],"label_agreement":null},{"id":"W4206075155","doi":"10.3390/ijerph19020864","title":"More than Mental Illness: Experiences of Associating with Stigma of Mental Illness for Chinese College Students","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"Mental illness; Stigma (botany); Mental health; Psychology; China; Clinical psychology; Peer support; Qualitative research; Focus group; Psychiatry","score_opus":0.058191384515921735,"score_gpt":0.4621592286388141,"score_spread":0.40396784412289233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206075155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941324,0.00091311743,0.00001278296,0.0022633416,0.0007066005,0.00070331746,0.0010961412,0.000002727123,0.00016959016],"genre_scores_gemma":[0.99870753,0.00028036893,0.000115823204,0.00013561708,0.00011286409,0.00016880981,0.00010149175,0.000016824411,0.00036067414],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99594545,0.0003858044,0.0007153655,0.00022116647,0.0022867958,0.0004453922],"domain_scores_gemma":[0.99842244,0.0003200501,0.00076419767,0.00010654637,0.00008965708,0.00029710995],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023199464,0.00013903239,0.0003354445,0.0003717489,0.00061846006,0.000035575504,0.0006821298,0.00003410999,0.0011325197],"category_scores_gemma":[0.000044987533,0.00010687835,0.000078295736,0.00019162039,0.000322133,0.00028999627,0.00032984928,0.00028898512,7.8961295e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030778646,0.008665767,0.7502354,0.00009540123,0.0009331268,0.000067271125,0.18149039,0.0000045226607,0.0004341546,0.0007301024,0.0018628916,0.052403156],"study_design_scores_gemma":[0.008005474,0.00739582,0.29893082,0.00009975104,0.000007820516,0.00022772174,0.6805491,0.000047376125,0.00026006976,0.00023868834,0.0040409826,0.00019635115],"about_ca_topic_score_codex":0.00024230429,"about_ca_topic_score_gemma":0.000023829447,"teacher_disagreement_score":0.49905872,"about_ca_system_score_codex":0.00074717676,"about_ca_system_score_gemma":0.00017653561,"threshold_uncertainty_score":0.9997806},"labels":[],"label_agreement":null},{"id":"W4206107594","doi":"10.1037/e507192013-001","title":"5th International Stigma Conference: Together Against Stigma: Changing How We See Mental Illness, June 4-6, 2012, Ottawa, Ontario, Canada","year":2012,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental illness; Psychiatry; Psychology; Medicine; Mental health; Gerontology","score_opus":0.04107310296960288,"score_gpt":0.3382598685077432,"score_spread":0.29718676553814033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206107594","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047153156,0.0015558706,0.00000804531,0.0037348797,0.021796312,0.0012256426,0.9698522,0.00004807439,0.0013074536],"genre_scores_gemma":[0.0013575616,0.00054327364,0.00006619202,0.0019819792,0.001576105,0.00040622367,0.9776072,0.00007818387,0.016383274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949033,0.00025241074,0.0008029717,0.0012653668,0.0011214305,0.0016544885],"domain_scores_gemma":[0.9967175,0.00012922908,0.00075993955,0.0016513398,0.00007971351,0.00066229043],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005028872,0.0010751473,0.0008750557,0.00043101847,0.00071428576,0.0002679091,0.0018967702,0.00058530906,0.120997794],"category_scores_gemma":[0.000014854673,0.0010009095,0.00013475095,0.00026372762,0.00017632889,0.00065783865,0.00049376185,0.0011641129,0.0024325678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016041906,0.0006402864,0.00036269068,0.00018163196,0.0006291672,0.000292893,0.0003998713,2.8913757e-7,0.0000029389091,0.000057589663,0.99034995,0.0069222935],"study_design_scores_gemma":[0.002002902,0.000052644245,0.0004956399,0.0002526444,0.00023527605,0.00007054663,0.0007676118,0.0000033203703,0.000011202263,0.000012539837,0.9950319,0.0010637573],"about_ca_topic_score_codex":0.81602997,"about_ca_topic_score_gemma":0.9808517,"teacher_disagreement_score":0.16482176,"about_ca_system_score_codex":0.0013999974,"about_ca_system_score_gemma":0.00066995475,"threshold_uncertainty_score":0.99924415},"labels":[],"label_agreement":null},{"id":"W4206227204","doi":"10.1186/s12888-021-03681-6","title":"Factors influencing medication adherence among patients with severe mental disorders from the perspective of mental health professionals","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Hunan Provincial Innovation Foundation for Postgraduate; National Natural Science Foundation of China","keywords":"Mental health; Qualitative research; Medicine; Psychiatry; Perspective (graphical); Focus group; Promotion (chess); Family medicine","score_opus":0.02186481927040646,"score_gpt":0.3445128928199304,"score_spread":0.32264807354952396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206227204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914182,0.000842871,0.000006240077,0.0018898144,0.0025661457,0.0016068046,0.00063701614,0.000030341485,0.0010026135],"genre_scores_gemma":[0.99806136,0.0000058591954,0.00013005991,0.0007103887,0.00005166439,0.00022528901,0.00060952187,0.000020790249,0.00018507175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811316,0.00036381528,0.0003460522,0.0003718102,0.00053255144,0.00027264413],"domain_scores_gemma":[0.9990039,0.000074477306,0.00050486927,0.00029785573,0.00002499191,0.000093923525],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016649142,0.00018135605,0.00019928155,0.00005195009,0.0008729992,0.000008235712,0.0003192514,0.000038812068,0.0021865657],"category_scores_gemma":[0.0000045147253,0.00011426713,0.00006306261,0.00021778494,0.000097028475,0.00012966651,0.000109629575,0.00024307241,0.000008335929],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029110807,0.00095018814,0.96795213,0.000017010512,0.00007705924,2.027741e-8,0.0215795,0.0000019054752,4.6398935e-7,0.00067900016,0.0077338065,0.0007178131],"study_design_scores_gemma":[0.0020130456,0.0004896227,0.8955388,0.00007563186,0.000014682181,2.6944107e-7,0.101099744,0.0000042298266,0.0000015903626,0.0005258444,0.00012436658,0.00011214379],"about_ca_topic_score_codex":0.007558538,"about_ca_topic_score_gemma":0.0033399719,"teacher_disagreement_score":0.07952025,"about_ca_system_score_codex":0.00030992573,"about_ca_system_score_gemma":0.00019688366,"threshold_uncertainty_score":0.9990502},"labels":[],"label_agreement":null},{"id":"W4206240805","doi":"10.4103/psychiatry.indianjpsychiatry_547_19","title":"Needs of patients with common mental disorders","year":2021,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Mental health; Context (archaeology); Social needs; Disease; Population; Health care; Public health; Quality (philosophy); Quality of life (healthcare)","score_opus":0.008022239847824582,"score_gpt":0.2990167584881705,"score_spread":0.2909945186403459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206240805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99021965,0.0009852513,0.000008400781,0.0013887541,0.00305239,0.00012502247,0.000035028894,0.0000037124607,0.0041817776],"genre_scores_gemma":[0.99871355,0.000021902579,0.00058974937,0.0002762661,0.00013821461,0.0000020714783,0.00002360838,0.00001590362,0.0002187578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897385,0.00008624198,0.00044736598,0.00007440409,0.00022458512,0.00019354967],"domain_scores_gemma":[0.9991338,0.0000231133,0.00048666936,0.00015981533,0.0000659156,0.00013063542],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009158992,0.00011202528,0.00023678334,0.00016951625,0.00007773441,0.000011194133,0.00015746838,0.0000600815,0.0011949082],"category_scores_gemma":[0.0000018738001,0.000085529304,0.000098100216,0.0002702285,0.00005180631,0.00011793784,0.000015485364,0.00018572154,0.000018403556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041107004,0.0013034643,0.97511226,0.000041643125,0.00018249729,0.000023531615,0.0026269797,6.545906e-7,0.0000021108895,0.0005924735,0.0030465543,0.016656753],"study_design_scores_gemma":[0.005693546,0.0013801565,0.9818116,0.00019435937,0.0000720686,0.00008008883,0.0078075086,1.7568078e-7,0.00006688551,0.0011474141,0.001611633,0.00013459341],"about_ca_topic_score_codex":0.000024145404,"about_ca_topic_score_gemma":0.00018351547,"teacher_disagreement_score":0.016522158,"about_ca_system_score_codex":0.000029989737,"about_ca_system_score_gemma":0.00008794512,"threshold_uncertainty_score":0.9997181},"labels":[],"label_agreement":null},{"id":"W4206860740","doi":"","title":"Nonpsychiatric Healthcare Professionals&rsquo; Attitudes Toward Patients with Mental Illnesses in Makkah City, Saudi Arabia: A Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Mental healthcare; Health professionals; Medicine; Health care; Mental health; Environmental health; Psychiatry; Political science; Pathology","score_opus":0.28174822262674637,"score_gpt":0.5967987266871306,"score_spread":0.31505050406038426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206860740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859289,0.0052656834,0.000007856977,0.0010446208,0.0026834449,0.0036982817,0.00024812474,0.000059294576,0.001063771],"genre_scores_gemma":[0.9970106,0.00033240527,0.000054880962,0.0013481756,0.00032032115,0.00049232476,0.00012679871,0.0000801668,0.00023431759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944247,0.00069562887,0.001601015,0.001088311,0.0014276872,0.0007626363],"domain_scores_gemma":[0.99715394,0.0002630644,0.0012055007,0.00044013877,0.00037281343,0.0005645619],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00089414866,0.0005770441,0.0010683489,0.0007753082,0.00068720145,0.00076108315,0.002161118,0.00019956671,0.015025967],"category_scores_gemma":[0.000062292725,0.00045972748,0.00016861183,0.0019127065,0.00015394946,0.0019381583,0.0009726597,0.00081554113,0.00007413366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032791952,0.0070246733,0.9771408,0.00035678103,0.00032297504,0.000082656436,0.0017320612,0.000012845702,0.000028868948,0.000035316712,0.006684959,0.0032988668],"study_design_scores_gemma":[0.0054710866,0.00030024673,0.9922451,0.0002929054,0.00004654244,0.00000763047,0.0005828602,0.0000033479287,0.000073973606,0.00024280038,0.00024783472,0.00048571464],"about_ca_topic_score_codex":0.0033785133,"about_ca_topic_score_gemma":0.0006317021,"teacher_disagreement_score":0.015104256,"about_ca_system_score_codex":0.00032278246,"about_ca_system_score_gemma":0.00020922514,"threshold_uncertainty_score":0.9997854},"labels":[],"label_agreement":null},{"id":"W4206949197","doi":"10.31219/osf.io/9z82u","title":"EMBED Phase 2 Study Protocol v.1.4: A Cluster Randomized Controlled Trial of Enhanced versus Standard Measurement-Based Care Implementation for Depression","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto; Queen's University; University of British Columbia","funders":"Cilag; National Health and Medical Research Council; Medical Research Council; H. Lundbeck A/S; Michael Smith Health Research BC; Mitacs; Eisai; Allergan; Canadian Network for Mood and Anxiety Treatments; Canadian Institutes of Health Research; Sunovion; Servier; Fondation Brain Canada; Pfizer; Eli Lilly and Company","keywords":"Randomized controlled trial; Protocol (science); Medicine; Cluster randomised controlled trial; Mental health; Clinical trial; Physical therapy; Psychiatry; Alternative medicine; Internal medicine","score_opus":0.08676597334959457,"score_gpt":0.5129639593505434,"score_spread":0.4261979860009488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206949197","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26431894,0.0000682003,0.012780155,0.00004158619,0.0027979242,0.7181323,0.00013788664,0.00007118383,0.0016517772],"genre_scores_gemma":[0.49483386,5.599225e-7,0.0005518635,0.000026263997,0.00012390764,0.5039601,0.00040936426,0.000031828677,0.00006230729],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9925351,0.002479594,0.002384395,0.001013841,0.0011218642,0.00046516993],"domain_scores_gemma":[0.99509037,0.0010016535,0.0018559548,0.00078716513,0.0011315864,0.00013329332],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029589564,0.000609495,0.0033452008,0.00024361131,0.00019595624,0.000108477405,0.00030377196,0.00032267362,0.0032175353],"category_scores_gemma":[0.00022672457,0.00043123198,0.0011061559,0.00010417702,0.000050289393,0.0000763207,0.00016657553,0.00026060452,0.0000029890941],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96704507,0.005017492,0.000018604438,0.000904594,0.0020400996,0.000005031724,0.0031144936,0.000019048968,0.000123189,0.000008413135,0.00022499512,0.021478947],"study_design_scores_gemma":[0.963033,0.008866163,0.0000047135673,0.00023579216,0.001776696,6.732154e-8,0.0124975825,0.000100285506,0.013096154,0.000017933487,0.000037047128,0.00033454184],"about_ca_topic_score_codex":0.0004040764,"about_ca_topic_score_gemma":0.0009904319,"teacher_disagreement_score":0.2305149,"about_ca_system_score_codex":0.00050841976,"about_ca_system_score_gemma":0.000598005,"threshold_uncertainty_score":0.999814},"labels":[],"label_agreement":null},{"id":"W4210243410","doi":"10.1093/med/9780197572597.003.0017","title":"Future Directions of Stigma Reduction","year":2021,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Disadvantaged; Substance use; Mental health; Commission; Psychology; Psychiatry; Clinical psychology; Political science","score_opus":0.03534877303364312,"score_gpt":0.27894314394786174,"score_spread":0.24359437091421862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210243410","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011308558,0.001157287,0.000010080968,0.0000336004,0.0019047245,0.00036844853,0.00018331996,0.00006800424,0.99514365],"genre_scores_gemma":[0.0015697789,0.0010527975,0.000089651636,0.000011403478,0.00037671832,0.0000018641668,0.00014095039,0.00002823047,0.9967286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908686,0.00004179752,0.00017627788,0.0003665023,0.00014807023,0.00018049557],"domain_scores_gemma":[0.99914306,0.000022210386,0.00025184682,0.00040028413,0.00008827883,0.000094309165],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000037373033,0.00022178412,0.00031383592,0.00014894998,0.0002301757,0.0000095492,0.00018812425,0.00039451016,0.000997307],"category_scores_gemma":[5.9532766e-7,0.0002518945,0.00017838748,0.000012008133,0.00010393548,0.00004934526,0.00010248729,0.00029629152,0.0000027817646],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021437994,0.000065656175,0.0000065250774,0.00012662198,0.0003612814,0.00012338076,0.00059125165,2.7568507e-7,0.0000104434375,0.8679248,0.005059048,0.12551634],"study_design_scores_gemma":[0.00052357424,0.00007503413,0.00007487459,0.0001450584,0.00023787061,0.000019024183,0.00040446845,3.5773155e-7,0.00010300325,0.00018669051,0.99804693,0.00018308165],"about_ca_topic_score_codex":0.00019976162,"about_ca_topic_score_gemma":0.000034310837,"teacher_disagreement_score":0.99298793,"about_ca_system_score_codex":0.0001308552,"about_ca_system_score_gemma":0.000036867827,"threshold_uncertainty_score":0.9999933},"labels":[],"label_agreement":null},{"id":"W4210350136","doi":"10.2196/preprints.13306","title":"Patient Privacy Perspectives on Health Information Exchange in a Mental Health Context: Qualitative Study (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Context (archaeology); Thematic analysis; Internet privacy; Qualitative research; Health care; Protected health information; Psychology; Health information exchange; Information privacy; Personally identifiable information; Medicine; Nursing; Psychiatry; Public health; Health information; Health policy; Sociology; HRHIS; Political science","score_opus":0.07069268382792027,"score_gpt":0.4602201042712483,"score_spread":0.38952742044332805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210350136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514069,0.0020467525,0.000088538254,0.009473212,0.0021661045,0.020373574,0.00036371456,0.00015177894,0.01392945],"genre_scores_gemma":[0.9928696,0.00035036632,0.000109651126,0.003540829,0.00005648595,0.0017238032,0.0006072453,0.0000339595,0.0007080301],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940349,0.002171592,0.0014931683,0.0009756469,0.0005801933,0.00074448646],"domain_scores_gemma":[0.9972129,0.0002178433,0.0012482735,0.0009817017,0.00008383379,0.00025548498],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016138924,0.00056112325,0.0010100722,0.00063790835,0.00022829085,0.00008997079,0.00036973378,0.00019814924,0.0016443913],"category_scores_gemma":[0.000029414556,0.0004906495,0.00014204781,0.00021065774,0.000049467068,0.00029997554,0.00068070565,0.00092078757,0.0012499033],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007044453,0.0043004644,0.0020374348,0.0004349266,0.00013176279,0.0000027573124,0.86387837,0.000014469082,2.602436e-8,0.0025677083,0.0073617455,0.118565895],"study_design_scores_gemma":[0.0044048387,0.0057348437,0.021571754,0.0005375805,0.0000047957883,0.0000018593827,0.96432954,0.00004094911,0.0000018497374,0.00028850717,0.0027036103,0.00037989102],"about_ca_topic_score_codex":0.040883213,"about_ca_topic_score_gemma":0.002165476,"teacher_disagreement_score":0.118186004,"about_ca_system_score_codex":0.0031855956,"about_ca_system_score_gemma":0.00031883214,"threshold_uncertainty_score":0.9997545},"labels":[],"label_agreement":null},{"id":"W4210464392","doi":"10.1002/jcop.22807","title":"The impact of social media coverage on attitudes towards mental illness and violent offending","year":2022,"lang":"en","type":"article","venue":"Journal of Community Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental illness; Psychology; Social distance; Stigma (botany); Commit; Context (archaeology); Schizophrenia (object-oriented programming); Perception; Psychiatry; Mental health; Clinical psychology; Medicine; Coronavirus disease 2019 (COVID-19); Disease","score_opus":0.08720068627479992,"score_gpt":0.4681556837373713,"score_spread":0.3809549974625714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210464392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98978364,0.00061909924,0.0000049901596,0.0011050405,0.0019690655,0.00015181994,0.000058162757,0.0000056233803,0.006302548],"genre_scores_gemma":[0.999228,0.00019867327,0.000006255641,0.00035263525,0.00012657959,0.000013237587,0.000011822188,0.000013810833,0.000049010483],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968948,0.0019799643,0.00051819946,0.0000730567,0.00027425477,0.0002597386],"domain_scores_gemma":[0.99823487,0.00073382154,0.00063524494,0.00026708303,0.000046420653,0.00008255099],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015980484,0.00014418513,0.00035484025,0.00015984458,0.0016748373,0.000018451,0.00058017526,0.00006343293,0.0011733923],"category_scores_gemma":[0.000026738206,0.00009595292,0.00018309457,0.0001433062,0.00021532553,0.0000648694,0.0001945787,0.0010902883,0.000003852563],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012252739,0.0082473,0.06288575,0.00004951302,0.0016863213,0.00011421993,0.10808059,0.000023616001,0.0010034795,0.0059720706,0.05434059,0.7453438],"study_design_scores_gemma":[0.003417958,0.0030467636,0.98091155,0.000017449913,0.000032740994,0.0003762136,0.006436068,0.0000011997698,0.000035410918,0.0016310763,0.0039877472,0.00010583308],"about_ca_topic_score_codex":0.00021497859,"about_ca_topic_score_gemma":0.00004894275,"teacher_disagreement_score":0.9180258,"about_ca_system_score_codex":0.00019882328,"about_ca_system_score_gemma":0.0000315891,"threshold_uncertainty_score":0.99973965},"labels":[],"label_agreement":null},{"id":"W4210526505","doi":"10.21203/rs.3.rs-66075/v2","title":"\"I can't live like that\": The experience of caregiver stress of caring for a relative with substance use disorder","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Substance use; Caregiver stress; Psychology; Stress (linguistics); Clinical psychology; Psychiatry; Medicine; Dementia","score_opus":0.15413836435773345,"score_gpt":0.45786231463320476,"score_spread":0.3037239502754713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210526505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989845,0.005190573,0.0001697325,0.00021743373,0.0002268981,0.0030174092,0.00071292894,0.000012841776,0.0006071749],"genre_scores_gemma":[0.9947177,0.00032967477,0.00018721128,0.00001051168,0.00004113916,0.0020601733,0.000174744,0.00003960539,0.002439225],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99708754,0.0005508107,0.00032140812,0.00066457165,0.0007948512,0.00058079866],"domain_scores_gemma":[0.9962928,0.0014622135,0.00029645837,0.0010096341,0.00083514064,0.00010372523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037618759,0.00024238511,0.00045905303,0.00014568282,0.0002710272,0.000059236143,0.0005933007,0.00022044558,0.00023940574],"category_scores_gemma":[0.0000615271,0.0001594203,0.0001385306,0.00032846595,0.00053967896,0.00014034029,0.00039811851,0.00078151084,0.0000017623382],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012731899,0.0006362464,0.54827785,0.0029705185,0.0004978376,0.000088288216,0.44104585,0.00012746875,0.000017353803,0.0020010325,0.00021804638,0.0028462717],"study_design_scores_gemma":[0.0031744547,0.0012971438,0.41568777,0.009449945,0.00012626156,0.0000065187537,0.56537265,0.00013998266,0.0032351401,0.00051950617,0.00040958307,0.00058106467],"about_ca_topic_score_codex":0.037156295,"about_ca_topic_score_gemma":0.024041083,"teacher_disagreement_score":0.1325901,"about_ca_system_score_codex":0.00018889904,"about_ca_system_score_gemma":0.00022734416,"threshold_uncertainty_score":0.9937676},"labels":[],"label_agreement":null},{"id":"W4210600364","doi":"10.1007/978-3-030-94313-4_5","title":"At the Crossroads","year":2022,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Order (exchange); Upstream (networking); Public relations; Mental health; Sociology; Political science; Psychology; Engineering; Business; Psychiatry","score_opus":0.13710257819171986,"score_gpt":0.3746346317795549,"score_spread":0.23753205358783505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210600364","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03293859,0.009119602,8.005075e-7,0.0015645324,0.0044336845,0.0008047497,0.00006300426,0.00009034802,0.9509847],"genre_scores_gemma":[0.0509638,0.00047790285,0.000013889778,0.0019589667,0.00034288096,0.00038669785,0.00012438503,0.0001139367,0.94561756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974191,0.0001048391,0.0006136798,0.00085309084,0.00026019925,0.0007490506],"domain_scores_gemma":[0.9981645,0.00029550435,0.0003106897,0.0011280576,0.00001940829,0.00008184488],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030946222,0.00045630353,0.0005513466,0.00024450725,0.0005015452,0.000020943655,0.0007527743,0.0005456606,0.1344826],"category_scores_gemma":[0.00001117159,0.0003744186,0.00018506488,0.000036905276,0.0004956581,0.000041459487,0.0009061151,0.0012189678,0.0031383722],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003007407,0.000104991785,0.0016361158,0.00007227517,0.00014688027,0.0009154882,0.0012447676,0.0000021096103,0.000005166721,0.9014435,0.01944978,0.07467821],"study_design_scores_gemma":[0.00080687023,0.00020667828,0.005903821,0.000029820763,0.0000698609,0.00013968466,0.00005016268,4.5773348e-7,0.000020415435,0.015535613,0.9768882,0.00034844704],"about_ca_topic_score_codex":0.0010986815,"about_ca_topic_score_gemma":0.0010412111,"teacher_disagreement_score":0.9574384,"about_ca_system_score_codex":0.00073442736,"about_ca_system_score_gemma":0.000046681133,"threshold_uncertainty_score":0.9998708},"labels":[],"label_agreement":null},{"id":"W4210662984","doi":"10.2196/preprints.11560","title":"Recruitment and Baseline Characteristics of Participants in the Social, Emotional, and Economic Empowerment Through Knowledge of Group Support Psychotherapy Study (SEEK-GSP): Cluster Randomized Controlled Trial (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychosocial; Social support; Medicine; Randomized controlled trial; Empowerment; Clinical psychology; Psychology; Psychiatry","score_opus":0.12105802439471824,"score_gpt":0.4563616578294006,"score_spread":0.33530363343468234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210662984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9602527,0.00040430314,0.00015781661,0.00058549043,0.0017616344,0.034331203,0.000112024776,0.00001565421,0.002379158],"genre_scores_gemma":[0.9892341,0.000984925,0.00010054142,0.00027417272,0.00042017427,0.008333463,0.00010759724,0.000031646672,0.00051338546],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99268895,0.0032847412,0.0026322482,0.0007901527,0.00021375537,0.00039013277],"domain_scores_gemma":[0.99622864,0.0015772467,0.001462889,0.00057726336,0.00008097527,0.000072969335],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006934449,0.0004751497,0.0029731994,0.00015406111,0.00012163329,0.00005111838,0.00032085925,0.00028186722,0.002580541],"category_scores_gemma":[0.00004157653,0.0002992341,0.0003194779,0.000052673822,0.00038310877,0.0000643838,0.00018831945,0.00028197246,0.00002034219],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9373942,0.009913124,0.0058021545,0.00022495525,0.0016966086,0.000004312451,0.03883914,5.04513e-7,0.0000034932696,0.0010965288,0.00127769,0.0037472916],"study_design_scores_gemma":[0.9714132,0.0019402195,0.020508729,0.00012603447,0.0005115233,0.000001659473,0.0027124067,0.00019892966,0.000006828238,0.0021400866,0.00017583453,0.0002645468],"about_ca_topic_score_codex":0.0005737774,"about_ca_topic_score_gemma":0.0003962995,"teacher_disagreement_score":0.036126733,"about_ca_system_score_codex":0.000098274286,"about_ca_system_score_gemma":0.00009955472,"threshold_uncertainty_score":0.999946},"labels":[],"label_agreement":null},{"id":"W4210674663","doi":"10.1093/med/9780197572597.003.0011","title":"Stigma Reduction in the General Workplace","year":2021,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental health; Coping (psychology); Commission; Psychology; Mental illness; Applied psychology; Social psychology; Nursing; Medicine; Clinical psychology; Psychiatry; Political science","score_opus":0.04852678380969828,"score_gpt":0.2941765187059109,"score_spread":0.2456497348962126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210674663","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055332757,0.00040237184,0.000009501154,0.00009337499,0.00073452987,0.0005663034,0.000040447274,0.000036828813,0.9925834],"genre_scores_gemma":[0.004132128,0.00018456586,0.00006184587,0.00009674552,0.00024803606,0.000004234806,0.00011395544,0.000024054969,0.9951344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988584,0.00011544027,0.0001614275,0.0004118482,0.00018589915,0.0002670158],"domain_scores_gemma":[0.9992535,0.000047123543,0.00014676174,0.0004616936,0.000028735205,0.000062185994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011103445,0.00024223667,0.00024362776,0.00011786282,0.00022662626,0.00003270505,0.00038640865,0.00033283985,0.00049550703],"category_scores_gemma":[8.266853e-7,0.00022032202,0.00011619826,0.00001375076,0.00009149819,0.00005183682,0.00011488856,0.000472524,0.000005858542],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002819766,0.000055191264,0.00002573181,0.000047778012,0.000109821885,0.0007969411,0.001289345,0.0000023924083,0.000002429284,0.9546375,0.010646469,0.032104418],"study_design_scores_gemma":[0.0007631525,0.00005233575,0.00016828331,0.00011254268,0.00009262449,0.0000380653,0.00048916525,0.0000024905341,0.00001103041,0.0003647117,0.9977025,0.0002031241],"about_ca_topic_score_codex":0.00034626506,"about_ca_topic_score_gemma":0.000096820586,"teacher_disagreement_score":0.987056,"about_ca_system_score_codex":0.0001804945,"about_ca_system_score_gemma":0.000032228312,"threshold_uncertainty_score":0.8984471},"labels":[],"label_agreement":null},{"id":"W4210735229","doi":"10.36106/paripex/1601282","title":"KNOWLEDGE, ATTITUDE AND PRACTICE ON MENTAL HEALTH AMONG HEALTH WORKERS SERVING A BLOCK OF A DISTRICT OF WESTERN INDIA.","year":2021,"lang":"en","type":"article","venue":"PARIPEX INDIAN JOURNAL OF RESEARCH","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Medicine; Family medicine; Nursing; Health care; Population; Quarter (Canadian coin); Environmental health; Psychiatry","score_opus":0.13786017084645946,"score_gpt":0.5230792275616029,"score_spread":0.3852190567151434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210735229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97589296,0.013457846,0.000004495897,0.006577128,0.00036579583,0.00047908086,0.000039493872,0.0000043864165,0.0031788251],"genre_scores_gemma":[0.99734044,0.001374511,0.00028676222,0.00018057485,0.00013036029,0.000009513765,0.000012105504,0.000020381314,0.00064534723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950959,0.0022187235,0.0009880543,0.0002697195,0.00077652646,0.0006510846],"domain_scores_gemma":[0.9964561,0.001229613,0.0010536191,0.00029110824,0.00038428028,0.00058528944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004699447,0.00015554555,0.0005803141,0.00058314065,0.0003103052,0.000047803835,0.0003057122,0.00009609403,0.00013166126],"category_scores_gemma":[0.00028281636,0.00013529579,0.00009276125,0.00090696255,0.00022467956,0.00022076708,0.00013489263,0.00087057106,0.000015868643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014043186,0.002662672,0.8888248,0.0013335436,0.00044864966,0.00054939865,0.034063738,0.000002337105,0.000025020667,0.00013241654,0.0078003537,0.06275275],"study_design_scores_gemma":[0.003639433,0.004075579,0.9554116,0.0030506006,0.000021213678,0.00087181653,0.02933091,0.0000036921685,0.0003275486,0.00003918219,0.0030840302,0.00014439275],"about_ca_topic_score_codex":0.00090631854,"about_ca_topic_score_gemma":0.00050125824,"teacher_disagreement_score":0.0665868,"about_ca_system_score_codex":0.00033476553,"about_ca_system_score_gemma":0.00093053794,"threshold_uncertainty_score":0.5517202},"labels":[],"label_agreement":null},{"id":"W4210804156","doi":"10.1186/s13033-022-00516-z","title":"Perceived helpfulness of service sectors used for mental and substance use disorders: Findings from the WHO World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Helpfulness; Mental health; Psychiatry; Specialty; Odds; Odds ratio; Medicine; Health administration; Family medicine; Public health; Logistic regression; Psychology; Nursing; Social psychology","score_opus":0.060011695146369795,"score_gpt":0.3811481644259722,"score_spread":0.32113646927960243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210804156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9572425,0.004219605,0.00007450943,0.023136135,0.009199878,0.0018495277,0.0042409766,0.000013213748,0.000023645576],"genre_scores_gemma":[0.99580467,0.00021937741,0.00005941759,0.0022476383,0.00030712638,0.00012920718,0.00061149214,0.00003976538,0.0005813361],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954064,0.0013258755,0.0014447729,0.00033225477,0.0010535442,0.00043715438],"domain_scores_gemma":[0.997271,0.0005912019,0.0015702492,0.00018676849,0.00013828029,0.00024250154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024101576,0.0002597754,0.00060947344,0.00024487678,0.00080145535,0.00009313499,0.000677613,0.000040532705,0.00033190695],"category_scores_gemma":[0.000007756596,0.00020848784,0.00015130882,0.00025354337,0.00006953435,0.0003713684,0.00012342921,0.00032002304,0.0000032838316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050678374,0.0027359265,0.7721164,0.0005965932,0.0018084161,0.000019273546,0.13162962,0.00008166537,0.00038759576,0.0018384409,0.06893454,0.014783695],"study_design_scores_gemma":[0.024136703,0.003458568,0.8310078,0.0024576525,0.000053184027,0.00043547188,0.089607395,0.00092694827,0.00013778148,0.00021454331,0.046890475,0.00067349],"about_ca_topic_score_codex":0.0238649,"about_ca_topic_score_gemma":0.013296718,"teacher_disagreement_score":0.058891382,"about_ca_system_score_codex":0.0013410132,"about_ca_system_score_gemma":0.00015996142,"threshold_uncertainty_score":0.98263526},"labels":[],"label_agreement":null},{"id":"W4210888294","doi":"10.1177/15579883221074789","title":"Men’s Experiences of Mental Illness Stigma Across the Lifespan: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"American Journal of Men s Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental illness; Stigma (botany); Mental health; Psychology; Psychiatry; Gerontology; Medicine; Clinical psychology","score_opus":0.10233588863730962,"score_gpt":0.516743173663046,"score_spread":0.41440728502573637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210888294","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044079038,0.99349856,0.000004258807,0.0009571499,0.0014969818,0.0026847282,0.00007401639,0.000010957834,0.0008325491],"genre_scores_gemma":[0.0003689826,0.9968572,0.00006334918,0.0014231013,0.00031078118,0.00070613634,0.000030324178,0.000057597645,0.00018252064],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918961,0.002954759,0.003030886,0.00041315908,0.0009199341,0.000785162],"domain_scores_gemma":[0.9896853,0.00078771106,0.008485533,0.00059619953,0.00006180779,0.00038345865],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0039238664,0.0004968221,0.0041012163,0.0001603321,0.0008501635,0.000029656565,0.0013074769,0.000060584007,0.0027911009],"category_scores_gemma":[0.000045247514,0.0002937417,0.0006961332,0.00090336334,0.00051497325,0.00012811641,0.00021264645,0.0008409547,0.000020227775],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051178362,0.00018926564,0.000008244007,0.029412193,0.00025078937,0.000030296607,0.031538446,4.273315e-8,4.593549e-9,0.000020898386,0.0049643232,0.9335343],"study_design_scores_gemma":[0.00046724972,0.0022064785,0.000008147812,0.18832631,0.00028356927,0.0007899526,0.112359926,1.5534499e-7,2.0478195e-7,0.000002411704,0.6952701,0.00028543896],"about_ca_topic_score_codex":0.0007416849,"about_ca_topic_score_gemma":0.000017246013,"teacher_disagreement_score":0.9332489,"about_ca_system_score_codex":0.0006302188,"about_ca_system_score_gemma":0.0012995703,"threshold_uncertainty_score":0.9999515},"labels":[],"label_agreement":null},{"id":"W4210905895","doi":"10.3399/bjgpo.2021.0163","title":"Advocacy training for young family doctors in primary mental health care: a report and global call to action","year":2022,"lang":"en","type":"article","venue":"BJGP Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Call to action; Mental health; Training (meteorology); Action (physics); Primary care; Primary health care","score_opus":0.11042864791348123,"score_gpt":0.46783830305465823,"score_spread":0.357409655141177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210905895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707566,0.0005285379,0.000016227908,0.002118829,0.0011870996,0.0036837591,0.00016458848,0.000022924462,0.02152145],"genre_scores_gemma":[0.9922485,0.000009088601,0.0006959437,0.0031856438,0.000060205297,0.001563412,0.0005211882,0.000015199881,0.001700828],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998689,0.00010450458,0.0003334822,0.00039981044,0.00014136592,0.00033184636],"domain_scores_gemma":[0.9995692,0.00002144031,0.00012049876,0.00016848865,0.000008885405,0.00011153579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043634686,0.00011164712,0.00023083438,0.000051715277,0.00039107396,0.000046264053,0.00019603141,0.000028138458,0.00009152835],"category_scores_gemma":[0.0000047414155,0.000116349875,0.000027245194,0.00017319535,0.000010835578,0.00012822062,0.00025791823,0.00008481106,0.0000050979297],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00392824,0.0007018598,0.1722383,0.00019016971,0.00008708649,0.00038422103,0.07432702,0.000007676091,0.000088132525,0.0011790674,0.08456493,0.66230327],"study_design_scores_gemma":[0.0053164363,0.0013715759,0.7774854,0.000038159356,0.000012321122,0.00039612316,0.039503448,0.0000058890128,0.000005939504,0.00010362789,0.17550226,0.0002588588],"about_ca_topic_score_codex":0.013585308,"about_ca_topic_score_gemma":0.001884724,"teacher_disagreement_score":0.6620444,"about_ca_system_score_codex":0.0011676867,"about_ca_system_score_gemma":0.00018617886,"threshold_uncertainty_score":0.99298334},"labels":[],"label_agreement":null},{"id":"W4210997419","doi":"10.1007/978-1-4419-0428-7_1","title":"Law and Job Accommodation in Mental Health Disability","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reasonable accommodation; Mental health; Commission; Unemployment; Accommodation; Population; Harassment; Productivity; Mental illness; Psychiatry; Psychology; Medicine; Political science; Economic growth; Nursing; Law; Economics; Environmental health","score_opus":0.04800636407709757,"score_gpt":0.39239863464839725,"score_spread":0.3443922705712997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210997419","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016226886,0.0004309694,0.0000013935438,0.0029011436,0.00073665875,0.0010440199,0.00009129669,0.000040617942,0.978527],"genre_scores_gemma":[0.516693,0.00022666811,0.00029739755,0.004437453,0.00022930795,0.000079620106,0.00083738135,0.00005813183,0.47714102],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885696,0.000033820394,0.00037085474,0.00039867248,0.00011097783,0.0002287135],"domain_scores_gemma":[0.99939054,0.000046680165,0.00012844424,0.00030786416,0.0000060285342,0.000120465396],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021728806,0.00021502253,0.00031272077,0.000041157076,0.00014551003,0.000020903128,0.00009470138,0.00029468874,0.008004981],"category_scores_gemma":[5.6143307e-7,0.00018401971,0.000038113103,0.0000115605835,0.00018020286,0.00008358677,0.00006539554,0.0003889827,0.00019867886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008754201,0.00016407223,0.008578603,0.0000950214,0.000021663835,0.0000032423206,0.0006237883,3.7136507e-9,0.000001830472,0.9212407,0.0014268078,0.06775672],"study_design_scores_gemma":[0.005501048,0.00082111236,0.13079864,0.00035378314,0.000034761422,0.000045308207,0.0003749943,0.000004982958,0.000027457947,0.11646982,0.744455,0.0011131277],"about_ca_topic_score_codex":0.0050834543,"about_ca_topic_score_gemma":0.027034765,"teacher_disagreement_score":0.8047709,"about_ca_system_score_codex":0.00016673883,"about_ca_system_score_gemma":0.000012185187,"threshold_uncertainty_score":0.99290186},"labels":[],"label_agreement":null},{"id":"W4211123565","doi":"10.1016/j.jad.2022.02.019","title":"Dropout from treatment for mental disorders in six countries of the Americas: A regional report from the World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Fogarty International Center; National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Mental health; Discontinuation; Medicine; Psychiatry; Public health; Psychology; Demography; Sociology","score_opus":0.026640421659933494,"score_gpt":0.3769276054763967,"score_spread":0.3502871838164632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211123565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97348905,0.0034227886,0.0000768552,0.01782416,0.0016769975,0.0021584327,0.0008730339,0.0000072252783,0.0004714468],"genre_scores_gemma":[0.9979585,0.00033313915,0.00005088278,0.0006768976,0.00009840226,0.00025272794,0.0001983457,0.000028651062,0.00040246334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966271,0.00148368,0.0007495785,0.0002996234,0.00049762276,0.00034237868],"domain_scores_gemma":[0.99699235,0.0012523953,0.0013482856,0.0002940011,0.000037508224,0.000075445474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010065383,0.00024173023,0.00050748046,0.00013166726,0.0006340773,0.000018934668,0.00037817526,0.000031754025,0.0006024584],"category_scores_gemma":[0.000029747964,0.00014681785,0.00035929287,0.00040697283,0.00023970565,0.000114330396,0.000085311076,0.00026380247,0.0000019108963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020373012,0.0025062796,0.9010872,0.000010396494,0.0008075214,0.000010164851,0.015357761,0.00005489134,0.000017136988,0.00021638366,0.02237413,0.05552082],"study_design_scores_gemma":[0.0096945595,0.002512737,0.8857031,0.00008530168,0.0000923779,0.000025846466,0.034129716,0.000045463472,0.0000467098,0.0026487615,0.06479382,0.00022163495],"about_ca_topic_score_codex":0.0328017,"about_ca_topic_score_gemma":0.07720353,"teacher_disagreement_score":0.05529919,"about_ca_system_score_codex":0.001006216,"about_ca_system_score_gemma":0.00021098166,"threshold_uncertainty_score":0.97363895},"labels":[],"label_agreement":null},{"id":"W4211139012","doi":"10.1111/hsc.13749","title":"Attitudes of health professionals towards people with substance use disorders in Brazil, controlling for the effects of social desirability","year":2022,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Commission of Canada","funders":"Universidade Federal de Juiz de Fora; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Respondent; Scale (ratio); Psychology; Health care; Health professionals; Quality (philosophy); Social psychology; Social desirability bias; Applied psychology; Nursing; Medicine; Social desirability; Political science","score_opus":0.07805358235486906,"score_gpt":0.44694303316763,"score_spread":0.3688894508127609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211139012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98119974,0.003824332,0.000039480663,0.00955222,0.00032131182,0.0048229108,0.0001709935,0.000014011475,0.00005499039],"genre_scores_gemma":[0.99589056,0.00006420036,0.000040036128,0.0021152364,0.00003000876,0.0017494708,0.00008270485,0.000018375355,0.000009421686],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98770386,0.010414715,0.00089409243,0.0001602278,0.00036039943,0.0004667163],"domain_scores_gemma":[0.9934755,0.0049814754,0.0010688393,0.00036106355,0.000079747646,0.000033403587],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006542166,0.00015955558,0.0006754888,0.00006269651,0.003062995,0.000009810871,0.0006103614,0.00006617924,0.00002339404],"category_scores_gemma":[0.0001488709,0.000105906955,0.00011284647,0.0005113153,0.00019128605,0.000066443434,0.00009978337,0.0009436519,1.5672701e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022646831,0.0028755462,0.4527235,0.0038606385,0.00004767914,5.0731586e-7,0.49621326,0.000015423362,9.939688e-7,0.0025625655,0.0004632285,0.03897197],"study_design_scores_gemma":[0.002893526,0.001055703,0.90304166,0.000096224285,0.000010645028,4.2133846e-7,0.09211255,0.000004284005,0.0000026396856,0.00059618894,0.0001098701,0.00007630427],"about_ca_topic_score_codex":0.054162297,"about_ca_topic_score_gemma":0.19059965,"teacher_disagreement_score":0.45031816,"about_ca_system_score_codex":0.0006636442,"about_ca_system_score_gemma":0.00046722483,"threshold_uncertainty_score":0.99823487},"labels":[],"label_agreement":null},{"id":"W4212869168","doi":"10.1192/j.eurpsy.2021.1374","title":"Internalized stigma, depression and quality of life in schizophrenia","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schizoaffective disorder; Stigma (botany); Schizophrenia (object-oriented programming); Psychiatry; Quality of life (healthcare); Depression (economics); Psychology; Clinical psychology; Medicine; Internal medicine; Psychosis; Psychotherapist","score_opus":0.043846368192734415,"score_gpt":0.3701956667821015,"score_spread":0.32634929858936707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212869168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9378637,0.0119919805,0.000026953363,0.00024697534,0.001264865,0.000109625245,0.000011157813,0.00002328819,0.048461456],"genre_scores_gemma":[0.99715567,0.000046656878,0.000943414,0.00047745107,0.00013851939,0.00000432926,0.00001480849,0.000020047704,0.0011991004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982274,0.0007100109,0.0004882957,0.00030424714,0.00010445364,0.000165595],"domain_scores_gemma":[0.99936336,0.00004872293,0.00016560605,0.00029575155,0.000018302993,0.000108243265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036561184,0.00011127908,0.0002255023,0.00006481955,0.000050660386,0.000013906688,0.00012192862,0.00003486427,0.0008778804],"category_scores_gemma":[0.000028566641,0.000099824174,0.00004554837,0.00013611444,0.00003771208,0.00005275323,0.000095974065,0.00014573669,0.0001033657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007375319,0.00040209963,0.97484964,0.00012170601,0.00003100787,0.000023552166,0.00074480276,2.3614648e-7,0.00018573565,0.003567945,0.0011675003,0.018168254],"study_design_scores_gemma":[0.004500586,0.000038751685,0.99360317,0.00026051363,0.000007852352,0.0000055520586,0.00064275315,0.0000015142011,0.00006693845,0.0003116801,0.00045866196,0.00010200961],"about_ca_topic_score_codex":0.00023356467,"about_ca_topic_score_gemma":0.00025480764,"teacher_disagreement_score":0.059291977,"about_ca_system_score_codex":0.000008940565,"about_ca_system_score_gemma":0.000024977287,"threshold_uncertainty_score":0.96121746},"labels":[],"label_agreement":null},{"id":"W4212980001","doi":"10.1186/s13104-022-05960-1","title":"Data set and methodology involving pedagogical approaches to teach mental health and substance use in dental education","year":2022,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Michael Smith Health Research BC","keywords":"Mental health; Substance use; Set (abstract data type); Medical education; Medicine; Data science; Computer science; Psychiatry","score_opus":0.9370998720651627,"score_gpt":0.6407585169743557,"score_spread":0.29634135509080695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212980001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98909783,0.0064417566,0.000051514664,0.0026976115,0.00018939289,0.0011875784,0.00021250668,0.00001508276,0.00010674603],"genre_scores_gemma":[0.98979956,0.00012941488,0.007616699,0.00046135345,0.00007425588,0.00044099375,0.00076260866,0.000016887156,0.00069825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950193,0.0031645682,0.00025344137,0.0006870492,0.0003456989,0.00052990095],"domain_scores_gemma":[0.9975421,0.0017032042,0.000048313465,0.0004175741,0.000012427356,0.00027642143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004276053,0.000110602494,0.00020605745,0.00031433147,0.0006184885,0.00007111164,0.00034521538,0.000042435633,0.00019048822],"category_scores_gemma":[0.00031392302,0.0001043743,0.0000103265775,0.00036673955,0.00011981119,0.00023845013,0.00083870743,0.00043270527,0.000009877391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005995174,0.00059462053,0.93884236,0.00010186182,0.000011065605,0.0000073959463,0.017882539,9.838724e-7,0.000072498326,0.0052633365,0.004268243,0.032355603],"study_design_scores_gemma":[0.0020760335,0.0013725524,0.8234421,0.000076076685,0.000005434253,0.00014223899,0.16041139,0.0004647813,0.000055072076,0.0015255177,0.010101517,0.00032729813],"about_ca_topic_score_codex":0.007479593,"about_ca_topic_score_gemma":0.013604757,"teacher_disagreement_score":0.14252885,"about_ca_system_score_codex":0.00023692648,"about_ca_system_score_gemma":0.00017688637,"threshold_uncertainty_score":0.9991297},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4213023678","doi":"10.1007/s10597-022-00944-8","title":"General Beliefs About Illicit Drug Use and Stigma: Perspective of People Who Use Illicit Drugs","year":2022,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Illicit drug; Perspective (graphical); Stigma (botany); Substance use; Drug; Medicine; Psychiatry; Public health; Street drugs; Social stigma; Health psychology; Psychology; Family medicine; Nursing; Human immunodeficiency virus (HIV)","score_opus":0.058445734831856874,"score_gpt":0.38334369522987,"score_spread":0.3248979603980131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213023678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884974,0.0046359855,0.0000096422245,0.0034617323,0.0011709081,0.00084193365,0.0005689458,0.000035672576,0.00077781413],"genre_scores_gemma":[0.99141026,0.0015404793,0.00031925566,0.0029293806,0.00016236573,0.00006125646,0.00013288966,0.00004953725,0.0033945614],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9940608,0.0034799534,0.00087071134,0.00026364427,0.00056408404,0.0007607653],"domain_scores_gemma":[0.99743515,0.0005127613,0.0007367655,0.0005705203,0.00014295493,0.0006018226],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018704787,0.0003152966,0.00065745343,0.00031514026,0.006278909,0.00013037678,0.00056659296,0.00006601974,0.0013139475],"category_scores_gemma":[0.000031183314,0.00030961802,0.00014400159,0.00038888093,0.00018960831,0.000565952,0.0006487648,0.002231348,0.000011545586],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018694925,0.0054805353,0.18017797,0.00035337015,0.00044794695,0.000046833666,0.7250054,0.00003531338,0.000082155355,0.011106611,0.05404181,0.021352593],"study_design_scores_gemma":[0.0072933026,0.0024305426,0.7078155,0.0003025619,0.00005716364,0.0010560869,0.26785722,0.00011531595,0.000068407986,0.0011320317,0.011331758,0.0005400728],"about_ca_topic_score_codex":0.06319166,"about_ca_topic_score_gemma":0.001618436,"teacher_disagreement_score":0.52763754,"about_ca_system_score_codex":0.0015379818,"about_ca_system_score_gemma":0.00016190912,"threshold_uncertainty_score":0.99993557},"labels":[],"label_agreement":null},{"id":"W4213065749","doi":"10.1016/j.genhosppsych.2022.02.005","title":"Inclusion of currently diagnosed or treated individuals in studies of depression screening tool accuracy: a meta-research review of studies published in 2018-2021","year":2022,"lang":"en","type":"review","venue":"General Hospital Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Concordia University; Centre Hospitalier Universitaire Sainte-Justine; Jewish General Hospital; McGill University","funders":"","keywords":"Depression (economics); Medicine; MEDLINE; Confidence interval; Meta-analysis; Psychiatry; Internal medicine","score_opus":0.3795161104653184,"score_gpt":0.5411547879786914,"score_spread":0.16163867751337302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213065749","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029453754,0.9620053,2.3785105e-7,0.00024834866,0.002405009,0.0052619013,0.00043326197,0.000015065044,0.00017707559],"genre_scores_gemma":[0.0014448656,0.993391,0.00045661538,0.00006237601,0.00018969238,0.0035597768,0.00057599734,0.000076784585,0.00024289929],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9893719,0.0032211028,0.0040807943,0.0011774785,0.001349157,0.00079958886],"domain_scores_gemma":[0.9935691,0.0021636302,0.0027617791,0.0011125373,0.0002892596,0.00010373427],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047734105,0.0008310396,0.006539255,0.0015574911,0.00027016219,0.000015636362,0.0012238688,0.0003549697,0.002336978],"category_scores_gemma":[0.001218983,0.00052882,0.0010173405,0.0036327974,0.00027771643,0.0003625168,0.00308878,0.0011022356,0.000007545408],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017509457,0.0033693833,0.0194352,0.20815434,0.0047107837,0.00005022337,0.002091346,8.964619e-7,2.2950786e-7,0.00012332306,0.01754023,0.74434894],"study_design_scores_gemma":[0.010946851,0.0060935663,0.012012075,0.67476535,0.013233116,0.000019121911,0.008236075,0.0000030021836,0.000019775987,0.0012391497,0.27092433,0.002507609],"about_ca_topic_score_codex":0.00077016134,"about_ca_topic_score_gemma":0.00026735332,"teacher_disagreement_score":0.7418413,"about_ca_system_score_codex":0.0003006565,"about_ca_system_score_gemma":0.0003678858,"threshold_uncertainty_score":0.99971634},"labels":[],"label_agreement":null},{"id":"W4213120118","doi":"10.1016/j.jad.2022.02.031","title":"Barriers to treatment for mental disorders in six countries of the Americas: A regional report from the World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Fogarty International Center; National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Mental health; Psychiatry; Cross-sectional study; Medicine; Logistic regression; Psychology","score_opus":0.023585055830401873,"score_gpt":0.3766037083373864,"score_spread":0.3530186525069845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213120118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9600535,0.0014984859,0.00006508595,0.032883275,0.0015771501,0.0029088915,0.00047289007,0.000006453174,0.0005342532],"genre_scores_gemma":[0.9972916,0.00014014819,0.00004368802,0.0014979723,0.000063757114,0.00037675494,0.00005391096,0.000026189366,0.00050594803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691963,0.001304023,0.00066711736,0.0002754194,0.00046853823,0.00036528724],"domain_scores_gemma":[0.997796,0.0008166027,0.0009255596,0.00026311152,0.00003936233,0.00015934158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013217782,0.000220425,0.00044447865,0.00017360777,0.00072565477,0.000016539268,0.00036800955,0.000025089006,0.00055500725],"category_scores_gemma":[0.00006338721,0.00013544162,0.0003075409,0.00057164516,0.00017421483,0.00009500627,0.000084032086,0.00022204996,0.0000015309995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026851487,0.0013119433,0.8557159,0.000015463607,0.0006735532,0.000009294867,0.028141214,0.00022128301,0.000017245426,0.00025123806,0.050421946,0.06053578],"study_design_scores_gemma":[0.008218162,0.004217729,0.77326965,0.000082404884,0.000069735805,0.00004931619,0.055908486,0.000023278311,0.00005019078,0.00084905967,0.15701358,0.000248427],"about_ca_topic_score_codex":0.010884136,"about_ca_topic_score_gemma":0.05339965,"teacher_disagreement_score":0.106591634,"about_ca_system_score_codex":0.0010880412,"about_ca_system_score_gemma":0.00030106294,"threshold_uncertainty_score":0.99570245},"labels":[],"label_agreement":null},{"id":"W4213368610","doi":"10.1016/s0140-6736(21)02141-3","title":"Time for united action on depression: a Lancet–World Psychiatric Association Commission","year":2022,"lang":"en","type":"article","venue":"The Lancet","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1007,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"University of Melbourne; National Institute for Health and Care Research; MQ: Transforming Mental Health; Academy of Medical Sciences; Wellcome Trust; UNICEF; American Foundation for Suicide Prevention","keywords":"Commission; Association (psychology); Action (physics); MEDLINE","score_opus":0.0880506488694585,"score_gpt":0.41054186005089566,"score_spread":0.32249121118143714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213368610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8471706,0.00042816479,0.00003141532,0.038143992,0.0033082853,0.0016156025,0.00030918297,0.0002799435,0.10871281],"genre_scores_gemma":[0.9288497,0.000012566314,0.00006841233,0.003996923,0.0017391026,0.0005990904,0.00032819598,0.000019943896,0.064386085],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989283,0.00029994204,0.00014208708,0.0001680577,0.00019157003,0.00027002097],"domain_scores_gemma":[0.99913067,0.00030733107,0.00018708037,0.00032566147,0.000015411955,0.000033842723],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005270922,0.000088872635,0.00019062987,0.000104588216,0.00076477823,0.000018021494,0.00024836857,0.000029310844,0.0023172095],"category_scores_gemma":[0.0000133527765,0.00006164908,0.000046214347,0.00039561998,0.0000071893446,0.00003271072,0.000042728905,0.00023895316,0.00022939382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018438093,0.00027296352,0.023206865,0.00002197867,0.00004638691,0.0000015493363,0.0002848885,0.000070252616,0.000040043204,0.0014130414,0.96222097,0.010577233],"study_design_scores_gemma":[0.004228364,0.00032043346,0.08594134,0.000016040454,0.000049298844,0.0000038446415,0.00017859844,0.00063194754,0.000072870345,0.0012836116,0.907148,0.0001256596],"about_ca_topic_score_codex":0.00006405356,"about_ca_topic_score_gemma":0.00001709258,"teacher_disagreement_score":0.08167907,"about_ca_system_score_codex":0.00021935126,"about_ca_system_score_gemma":0.000007211253,"threshold_uncertainty_score":0.9985948},"labels":[],"label_agreement":null},{"id":"W4214562055","doi":"10.4000/ethiquepublique.6571","title":"Droit et intelligence artificielle en psychiatrie","year":2021,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.029263193697103798,"score_gpt":0.36817128548771666,"score_spread":0.3389080917906129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214562055","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0652666,0.040346473,0.013389319,0.3764672,0.015843865,0.0013263497,0.0001989292,0.00026970683,0.48689154],"genre_scores_gemma":[0.45282343,0.004421614,0.0034299856,0.085869305,0.0013880637,0.00034411345,0.0003841661,0.00012686696,0.45121247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950836,0.0018697827,0.00082719064,0.00094330445,0.00028789698,0.0009882781],"domain_scores_gemma":[0.9974199,0.0007168491,0.00024185212,0.0009003069,0.00027849196,0.00044259772],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016428827,0.00041718548,0.0004645071,0.00016854068,0.00025711727,0.00024254549,0.00047170115,0.0009134348,0.014995142],"category_scores_gemma":[0.00020889723,0.0004753095,0.00023797459,0.0008015745,0.00016012858,0.0004973795,0.00021284146,0.001338363,0.0032120007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008027028,0.0017580467,0.0023020182,0.00031512088,0.00011696292,0.00043151111,0.001774314,0.000017412905,0.000061207895,0.89073604,0.032095775,0.07031129],"study_design_scores_gemma":[0.0009013119,0.00043822522,0.00360065,0.0004384356,0.000115719595,0.00053869135,0.003228584,0.0005007517,0.007887093,0.16458042,0.81691635,0.0008537915],"about_ca_topic_score_codex":0.0013733776,"about_ca_topic_score_gemma":0.0015149608,"teacher_disagreement_score":0.78482056,"about_ca_system_score_codex":0.00033675262,"about_ca_system_score_gemma":0.0006400609,"threshold_uncertainty_score":0.99976987},"labels":[],"label_agreement":null},{"id":"W4214704740","doi":"10.22374/ijmsch.v5i1.57","title":"Psychological Distress and Help-Seeking Facilitators in Quebec Men: Findings From a Province-Wide Survey","year":2022,"lang":"en","type":"article","venue":"International Journal of Men s Social and Community Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; Université de Montréal; Université du Québec à Montréal","funders":"Université du Québec à Montréal","keywords":"Psychosocial; Psychological intervention; Help-seeking; Psychology; Mental health; Intervention (counseling); Distress; Clinical psychology; Psychological distress; Suicidal ideation; Preference; Psychiatry; Medicine; Suicide prevention; Poison control","score_opus":0.09012897095589571,"score_gpt":0.4240285832027685,"score_spread":0.33389961224687276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214704740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991971,0.0006289095,0.000017892708,0.0054930155,0.00042297933,0.00016354397,0.0003519537,0.0000068179666,0.0009438908],"genre_scores_gemma":[0.9984595,0.000111072775,0.000027395134,0.00092948956,0.00008086879,0.00001598665,0.00009613753,0.0000067770643,0.00027274658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962149,0.0025701956,0.00052611245,0.00012471541,0.0003592201,0.0002048027],"domain_scores_gemma":[0.9986603,0.0007519372,0.00033730431,0.00007923855,0.000052537038,0.00011864211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020134216,0.00011301387,0.00028787996,0.00012872033,0.000802916,0.000054906654,0.00039968305,0.00004956759,0.0003196857],"category_scores_gemma":[0.000047421054,0.00010247464,0.000043117285,0.00008120048,0.00009503911,0.00013087978,0.00023939325,0.000973592,0.000001460173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013787997,0.001243962,0.8713862,0.000018295495,0.0001220968,0.000071787406,0.027975446,8.5777583e-7,0.000007634174,0.00071050203,0.0034293402,0.093655095],"study_design_scores_gemma":[0.0019777576,0.00047794546,0.9730774,0.00003571864,0.0000043909795,0.000023451996,0.022016013,0.0000080136215,9.949766e-7,0.001351034,0.0009463889,0.000080903665],"about_ca_topic_score_codex":0.31194997,"about_ca_topic_score_gemma":0.07299666,"teacher_disagreement_score":0.23895332,"about_ca_system_score_codex":0.0004956271,"about_ca_system_score_gemma":0.00006443388,"threshold_uncertainty_score":0.94391876},"labels":[],"label_agreement":null},{"id":"W4214768949","doi":"10.1016/j.ajp.2022.103053","title":"Why mental health service delivery needs to align alongside mainstream medical services","year":2022,"lang":"en","type":"review","venue":"Asian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Fredericton","funders":"Qatar National Library","keywords":"Mental health; Medicine; Stigma (botany); Population; Mainstream; Life expectancy; Psychiatry; Health care; Mental illness; Public health; Social stigma; Family medicine; Nursing; Environmental health","score_opus":0.034673102351859365,"score_gpt":0.38686001916906737,"score_spread":0.352186916817208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214768949","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021765228,0.9391762,0.000007990503,0.03915061,0.014830067,0.0011745798,0.00022250412,0.000040937484,0.0051794625],"genre_scores_gemma":[0.00003589146,0.95837784,0.0010382852,0.037027974,0.0025256304,0.00009938709,0.0003691636,0.0001639791,0.00036184536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99334604,0.0011437462,0.0026100988,0.00053976395,0.001396801,0.0009635394],"domain_scores_gemma":[0.9951176,0.00010428213,0.0024465031,0.00066115597,0.00006879655,0.0016016776],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013771491,0.00078412285,0.0024647228,0.0011587098,0.000551994,0.000084037565,0.0019344012,0.00043351427,0.014662696],"category_scores_gemma":[0.0000058246333,0.00064176344,0.0009120058,0.0014833708,0.000037842015,0.00022898712,0.00028428118,0.001474244,0.0004713664],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012563445,0.0007785369,0.0001927062,0.008709742,0.00086651946,0.00030645303,0.001988397,1.1898345e-7,3.1656304e-9,0.00038906836,0.15835802,0.8282848],"study_design_scores_gemma":[0.001236228,0.0011542303,0.0000503861,0.012845049,0.00044800702,0.0053663263,0.008455368,2.8351204e-7,1.758861e-8,0.00008698095,0.9699265,0.00043065916],"about_ca_topic_score_codex":0.0007044558,"about_ca_topic_score_gemma":0.0016663141,"teacher_disagreement_score":0.82785416,"about_ca_system_score_codex":0.000571993,"about_ca_system_score_gemma":0.001566927,"threshold_uncertainty_score":0.9996034},"labels":[],"label_agreement":null},{"id":"W4214923240","doi":"10.1007/s11469-022-00788-z","title":"Measuring Stigma Towards People with Opioid Use Problems: Exploratory and Confirmatory Factor Analysis of the Opening Minds Provider Attitudes Towards Opioid-Use Scale (OM-PATOS)","year":2022,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Mental Health Commission of Canada; University of Calgary","funders":"Mental Health Commission; Health Canada; Commission de la santé mentale du Canada","keywords":"Confirmatory factor analysis; Exploratory factor analysis; Health psychology; Psychology; Clinical psychology; Scale (ratio); Stigma (botany); Psychiatry; Mental health; Population; Psychometrics; Public health; Medicine; Structural equation modeling; Nursing; Environmental health","score_opus":0.06204225788564822,"score_gpt":0.34052981870710325,"score_spread":0.27848756082145504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214923240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953253,0.001819722,0.00006226761,0.0007375733,0.0011606348,0.00047787145,0.00037327845,0.000009613645,0.0000337368],"genre_scores_gemma":[0.9986776,0.0003250979,0.00014644497,0.0004974776,0.00008553875,0.000057610687,0.000059330243,0.00001458525,0.00013629916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789727,0.0002518264,0.0006340486,0.0002190869,0.00078863924,0.00020913394],"domain_scores_gemma":[0.99863446,0.0000613486,0.00080542476,0.0001134343,0.00016613919,0.00021918055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041524658,0.0001589721,0.00033807306,0.00036510613,0.00047025314,0.000092774564,0.00021945308,0.000037759673,0.00028186038],"category_scores_gemma":[0.000012531681,0.000114310256,0.000096035124,0.00026052725,0.00007706322,0.00067508995,0.00014866929,0.0002746844,4.9775446e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014723621,0.0005411793,0.9245527,0.000109616,0.0014838021,0.000012222263,0.017666189,0.00011711186,0.00014392492,0.00004986452,0.00054059137,0.053310473],"study_design_scores_gemma":[0.0029160788,0.000876708,0.9857533,0.000354666,0.00018607001,0.00018273706,0.005817292,0.0002884521,0.0002924156,0.000008595003,0.0031778286,0.0001458834],"about_ca_topic_score_codex":0.0015967346,"about_ca_topic_score_gemma":0.000592832,"teacher_disagreement_score":0.061200608,"about_ca_system_score_codex":0.00038734396,"about_ca_system_score_gemma":0.00024497762,"threshold_uncertainty_score":0.4661437},"labels":[],"label_agreement":null},{"id":"W4220720554","doi":"10.3390/ijerph19053119","title":"The Effectiveness and Cost of an Intervention to Increase the Provision of Preventive Care in Community Mental Health Services: Protocol for a Cluster-Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council","keywords":"Randomized controlled trial; Protocol (science); Mental health; Cluster randomised controlled trial; Intervention (counseling); Cluster (spacecraft); Medicine; Psychiatry; Alternative medicine; Computer science","score_opus":0.050118452676279256,"score_gpt":0.4911299244878429,"score_spread":0.44101147181156364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220720554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86964595,0.0003559953,0.000032313612,0.0021278602,0.00016926543,0.12742992,0.00019096246,0.0000011674177,0.000046573507],"genre_scores_gemma":[0.9338245,0.00005779902,0.000030316936,0.00014093469,0.00004011383,0.06581809,0.00004747983,0.000008098397,0.000032680095],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98397917,0.013821199,0.0010152484,0.00013522517,0.0007719269,0.0002772412],"domain_scores_gemma":[0.9955464,0.0031801944,0.0008239044,0.0001390862,0.000098757395,0.00021167222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024923805,0.00009919079,0.0005076665,0.00026209856,0.0006644498,0.000051837986,0.00046219694,0.000024755027,0.00005684171],"category_scores_gemma":[0.00016309289,0.00005752462,0.00011636424,0.00009786966,0.00022500141,0.00017095321,0.00032558476,0.00041899868,1.7955469e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8408884,0.003558261,0.00085427787,0.00024036568,0.00015422181,0.0000010924674,0.009760104,0.0000027574765,0.000012153018,0.00033432074,0.00003305775,0.14416102],"study_design_scores_gemma":[0.89868516,0.020767411,0.016977454,0.0003669836,0.0000058863807,0.000026326528,0.06048849,0.0001292006,0.000016845304,0.0007801956,0.0016992359,0.00005681204],"about_ca_topic_score_codex":0.0042870464,"about_ca_topic_score_gemma":0.0010523062,"teacher_disagreement_score":0.14410421,"about_ca_system_score_codex":0.0006602145,"about_ca_system_score_gemma":0.00017025786,"threshold_uncertainty_score":0.8638143},"labels":[],"label_agreement":null},{"id":"W4220721220","doi":"10.18192/uojm.v11i2.6078","title":"The Stigmatization of Schizophrenia","year":2022,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Schizophrenia (object-oriented programming); Stigma (botany); Psychological intervention; Psychology; Etiology; Psychiatry; Disease; Social stigma; Clinical psychology; Medicine; Family medicine","score_opus":0.017840598718269682,"score_gpt":0.2902128342295265,"score_spread":0.2723722355112568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220721220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97608936,0.0028460117,0.00038868585,0.0064635333,0.0009821529,0.0001304949,0.000008524578,0.000003408105,0.013087837],"genre_scores_gemma":[0.9983084,0.0001128494,0.00011988391,0.000041571522,0.000059711216,4.4916785e-8,0.0000026051605,0.000002501065,0.0013524045],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99924415,0.00013746056,0.00023210139,0.00004057648,0.00027581066,0.00006992343],"domain_scores_gemma":[0.99901175,0.00014761456,0.0006209384,0.00008849258,0.0000878381,0.000043345226],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056130334,0.00003933321,0.00015555277,0.00011388333,0.00026610077,6.549989e-7,0.0002504405,0.00001453577,0.0024903803],"category_scores_gemma":[0.000020462961,0.000027920794,0.00003893408,0.00015441734,0.00015480893,0.00004121254,0.000034067114,0.00012267412,0.0000017549542],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064174826,0.0014060327,0.1072208,0.00026179326,0.0011160353,0.0005238335,0.029982891,0.00027924965,0.0015854485,0.13825592,0.34273732,0.37021318],"study_design_scores_gemma":[0.043656938,0.008554546,0.45420504,0.00061405083,0.00081988744,0.0005145389,0.12561998,0.00017047308,0.0005537082,0.004046659,0.36097258,0.0002716016],"about_ca_topic_score_codex":0.00019726167,"about_ca_topic_score_gemma":0.000026130216,"teacher_disagreement_score":0.3699416,"about_ca_system_score_codex":0.000043802353,"about_ca_system_score_gemma":0.000023586004,"threshold_uncertainty_score":0.9984215},"labels":[],"label_agreement":null},{"id":"W4220732481","doi":"10.3310/ekze0617","title":"A psychological intervention by community pharmacies to prevent depression in adults with subthreshold depression and long-term conditions: the CHEMIST pilot RCT","year":2022,"lang":"en","type":"article","venue":"Public Health Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Medical Research Council; National Institute for Health and Care Research; Public Health Research Programme; National Institute for Health and Care Excellence","keywords":"Pharmacy; Medicine; Depression (economics); Randomized controlled trial; Intervention (counseling); Mental health; Population; Psychiatry; Physical therapy; Family medicine; Environmental health","score_opus":0.3110904532588445,"score_gpt":0.5489357427877603,"score_spread":0.23784528952891576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220732481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803218,0.0030929253,0.000018711542,0.0124339145,0.00012230095,0.002785542,0.000108888475,0.00004595008,0.0010699338],"genre_scores_gemma":[0.9921241,0.00020100646,0.000009608743,0.0013586989,0.000035607198,0.0051973807,0.00040276686,0.00002100579,0.00064983417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924582,0.004891733,0.00046636356,0.0005001177,0.0007354011,0.0009481608],"domain_scores_gemma":[0.9981666,0.00058176386,0.00012993452,0.000559869,0.000081894854,0.00047989047],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0069267224,0.00016672732,0.00022721951,0.0002771357,0.002411803,0.000109471555,0.0006343426,0.000050908053,0.0019115465],"category_scores_gemma":[0.00008423239,0.00011179853,0.000030069525,0.00081501744,0.0002104068,0.00017130576,0.000680249,0.0017034967,0.000022237062],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004464114,0.018614963,0.69707125,0.00085076294,0.00005030555,0.00005366622,0.010627769,0.0000017586547,0.0002337489,0.00019144839,0.044662833,0.22317734],"study_design_scores_gemma":[0.005450361,0.0040381197,0.9810219,0.0004121349,0.000003572284,0.000100750076,0.0051576244,0.000025523936,0.0001461248,0.000107703185,0.0033464292,0.00018980305],"about_ca_topic_score_codex":0.0027449948,"about_ca_topic_score_gemma":0.0007793895,"teacher_disagreement_score":0.28395057,"about_ca_system_score_codex":0.00045850038,"about_ca_system_score_gemma":0.00006144364,"threshold_uncertainty_score":0.99900085},"labels":[],"label_agreement":null},{"id":"W4220815911","doi":"10.1002/mpr.1910","title":"Sample size and precision of estimates in studies of depression screening tool accuracy: A meta‐research review of studies published in 2018–2021","year":2022,"lang":"en","type":"review","venue":"International Journal of Methods in Psychiatric Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Concordia University; Centre Hospitalier Universitaire Sainte-Justine; McGill University; Jewish General Hospital","funders":"","keywords":"Sample size determination; Confidence interval; Meta-analysis; Diagnostic accuracy; Depression (economics); Medicine; Sensitivity (control systems); Statistics; Sample (material); MEDLINE; Large sample; Mathematics; Internal medicine; Physics; Biology","score_opus":0.7278908677163033,"score_gpt":0.7224471550371929,"score_spread":0.0054437126791103685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220815911","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010692273,0.99524784,0.00011875085,0.000374115,0.0013169401,0.0015985735,0.000055854194,0.0000015616479,0.00021714195],"genre_scores_gemma":[0.00021558553,0.9077617,0.0914655,0.000011305253,0.00012676626,0.00033911184,0.000008414033,0.000028686607,0.000042956417],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9761324,0.014687744,0.005184693,0.00061686855,0.002838099,0.00054017606],"domain_scores_gemma":[0.8943593,0.10016035,0.002926266,0.0005134729,0.0019486658,0.000091974376],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06697596,0.0003378727,0.0038626215,0.0051660095,0.00008253675,0.000033371864,0.0017262674,0.00020911064,0.0013247144],"category_scores_gemma":[0.056754705,0.00022790929,0.0005498172,0.0036033895,0.000341047,0.00034023265,0.001371125,0.0023839884,8.092939e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058848294,0.0007499686,0.005054241,0.041040324,0.0023749203,0.000061693274,0.0007433607,0.0000030388094,0.0000019486936,0.00021959996,0.0011470254,0.9480154],"study_design_scores_gemma":[0.012712311,0.004772585,0.015552386,0.6801741,0.003527083,0.00044563416,0.015385698,0.00007504272,0.00009222444,0.06223688,0.20377624,0.0012497815],"about_ca_topic_score_codex":0.0006799884,"about_ca_topic_score_gemma":0.000043328688,"teacher_disagreement_score":0.9467656,"about_ca_system_score_codex":0.0004964194,"about_ca_system_score_gemma":0.00044531588,"threshold_uncertainty_score":0.99991757},"labels":[],"label_agreement":null},{"id":"W4220871703","doi":"10.1093/ijpp/riac019.042","title":"Developing mental health education: “It is a subject where most pharmacists [or pharmacy] students have no more knowledge than the general public”","year":2022,"lang":"en","type":"article","venue":"International Journal of Pharmacy Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Mental health; Thematic analysis; Medicine; Medical education; Pharmacy practice; Quarter (Canadian coin); Health care; Nursing; Qualitative research; Psychiatry; Sociology","score_opus":0.14550823792137701,"score_gpt":0.5655810819247834,"score_spread":0.4200728440034064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220871703","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35071704,0.014681359,0.00012914665,0.57064456,0.03997551,0.0018258194,0.00041507825,0.000057799516,0.021553664],"genre_scores_gemma":[0.87546915,0.0036735917,0.00095253345,0.08784029,0.004067148,0.0002845146,0.00013813325,0.00007197327,0.02750267],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99529284,0.0011593604,0.0010937663,0.00035441795,0.0016320802,0.0004675469],"domain_scores_gemma":[0.9963208,0.00045867293,0.0017250804,0.00020011587,0.0009956263,0.000299697],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020064935,0.0002994443,0.0002921161,0.00031716,0.00096692855,0.00034046092,0.001974288,0.000020834299,0.013680812],"category_scores_gemma":[0.0000940704,0.00022775467,0.00017049805,0.0003506728,0.00006619761,0.0014771854,0.0005230466,0.00093047,0.00022112034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074891523,0.0052163503,0.024559107,0.000054312168,0.0022961474,0.00041224834,0.022948295,0.0000052733553,0.00010622658,0.00045543362,0.8293285,0.107129],"study_design_scores_gemma":[0.009507537,0.00018051692,0.0007027376,0.00005451217,0.0001056036,0.005198296,0.008262827,0.00018435619,0.00025072228,0.000023380517,0.9753083,0.00022123395],"about_ca_topic_score_codex":0.0006793445,"about_ca_topic_score_gemma":0.000045673998,"teacher_disagreement_score":0.5247521,"about_ca_system_score_codex":0.0017149199,"about_ca_system_score_gemma":0.0020135278,"threshold_uncertainty_score":0.9872208},"labels":[],"label_agreement":null},{"id":"W4220899167","doi":"10.1007/s40596-022-01605-4","title":"Senior Residents’ Perceived Competence in Evidence-Based Treatments for Major Depressive Disorder","year":2022,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Competence (human resources); Psychology; Major depressive disorder; Clinical psychology; Psychiatry; Medicine; Social psychology; Mood","score_opus":0.04907100757162503,"score_gpt":0.3836631176818597,"score_spread":0.33459211011023465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220899167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767961,0.011881416,0.00005533013,0.005322524,0.0029123614,0.002222629,0.00015516183,0.000082855666,0.000571645],"genre_scores_gemma":[0.98764974,0.00014023935,0.0006191913,0.0035651554,0.00022687345,0.00422033,0.00012569498,0.00005128414,0.0034015214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723524,0.0003687028,0.00059680507,0.00075477065,0.00035246168,0.00069204054],"domain_scores_gemma":[0.9986703,0.0004395895,0.00028408854,0.00043584534,0.000022587314,0.00014759992],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033070863,0.00029546447,0.00033904912,0.00025043925,0.0006391621,0.000014617857,0.00065635727,0.00018036367,0.0017810502],"category_scores_gemma":[0.000028587243,0.0002837965,0.00014450538,0.00039158965,0.00006523925,0.000225285,0.000116138464,0.00066522864,0.00010090005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015425497,0.00060739846,0.9829032,0.000075795484,0.00009071742,0.000016434475,0.0008441122,0.0000529284,0.000103204926,0.00090529124,0.0077940333,0.0050643757],"study_design_scores_gemma":[0.011225081,0.0005468355,0.981487,0.00025736858,0.00014117846,0.000017745328,0.002064678,0.00017789572,0.000025420512,0.0024745115,0.001230505,0.00035179776],"about_ca_topic_score_codex":0.0013349879,"about_ca_topic_score_gemma":0.00016971695,"teacher_disagreement_score":0.011741176,"about_ca_system_score_codex":0.00031385943,"about_ca_system_score_gemma":0.00013988733,"threshold_uncertainty_score":0.99996144},"labels":[],"label_agreement":null},{"id":"W4220928532","doi":"10.1007/s11469-022-00801-5","title":"Individuals to Systems: Methodological and Conceptual Considerations for Addressing Mental Illness Stigma Holistically","year":2022,"lang":"en","type":"editorial","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Calgary Health Foundation","keywords":"Intrapersonal communication; Stigma (botany); Mental health; Health psychology; Psychological intervention; Mental illness; Psychology; Public health; Interpersonal communication; Health care; Nursing; Medicine; Psychiatry; Social psychology","score_opus":0.17506225013047552,"score_gpt":0.4887054569709802,"score_spread":0.31364320684050473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220928532","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030227484,0.011689205,0.000664842,0.0042814026,0.9413753,0.0018276256,0.009721296,0.00002885188,0.00018398325],"genre_scores_gemma":[0.26512152,0.006679574,0.009344123,0.005444057,0.7023503,0.0010855591,0.008103784,0.00016249319,0.0017086127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646896,0.0006554766,0.0011562781,0.00039403618,0.0009860194,0.0003392235],"domain_scores_gemma":[0.99553883,0.0024640842,0.0010611694,0.00008609494,0.00030580166,0.00054404314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016182004,0.00027422284,0.0006271947,0.00030202785,0.0008518175,0.00019508593,0.00020216645,0.00026106994,0.0006338915],"category_scores_gemma":[0.00065846054,0.00024283983,0.00009719531,0.00006249737,0.00013896241,0.00020205343,0.00014347406,0.00059853785,0.0000034077475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014560139,0.00026794247,0.00017454046,0.000075261625,0.00040107785,0.00002825504,0.00391261,0.0000048667575,0.0000063344983,0.0015541328,0.9523115,0.03980747],"study_design_scores_gemma":[0.0056509133,0.0032596707,0.00054625573,0.00084051135,0.000099876204,0.0004612357,0.009319652,0.00004426707,0.0000054867223,0.00039092975,0.979077,0.00030419676],"about_ca_topic_score_codex":0.00020326905,"about_ca_topic_score_gemma":0.000013833166,"teacher_disagreement_score":0.23902503,"about_ca_system_score_codex":0.0006453312,"about_ca_system_score_gemma":0.000340566,"threshold_uncertainty_score":0.99027205},"labels":[],"label_agreement":null},{"id":"W4220952670","doi":"10.2196/33637","title":"Applying the Health Belief Model to Characterize Racial/Ethnic Differences in Digital Conversations Related to Depression Pre- and Mid-COVID-19: Descriptive Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Janssen Scientific Affairs","keywords":"Ethnic group; Pandemic; Depression (economics); Psychology; Social media; Coronavirus disease 2019 (COVID-19); Race (biology); Medicine; Demography; Sociology; Computer science; World Wide Web; Gender studies; Disease","score_opus":0.18141075740926904,"score_gpt":0.49152221184762374,"score_spread":0.3101114544383547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220952670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893353,0.00025947747,0.0005531074,0.0039998847,0.000076177384,0.004663823,0.0003283997,0.0000323121,0.0007514904],"genre_scores_gemma":[0.9843995,0.00002578977,0.00002115625,0.00081646943,0.000009375236,0.013466454,0.00015641573,0.000011810335,0.0010930476],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9971116,0.0007733339,0.0004436969,0.00041147362,0.0006286618,0.00063121226],"domain_scores_gemma":[0.9985601,0.0005186888,0.0001257719,0.00029286917,0.0000643018,0.00043830017],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015077048,0.00015010187,0.00030789283,0.0009256511,0.0015694952,0.00010964545,0.00036745126,0.000050915416,0.0003540934],"category_scores_gemma":[0.00007387763,0.00010969141,0.0000589449,0.0025636393,0.0001043324,0.0003908808,0.00057387684,0.00060229644,0.000045479188],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017091954,0.0009424481,0.08410682,0.00010780381,0.00032554934,0.000012693134,0.8166767,0.00054900104,0.00009443728,0.001558318,0.0015057013,0.09241135],"study_design_scores_gemma":[0.0020719247,0.0014295835,0.88479793,0.00005641493,0.00002713029,0.000006267526,0.09420636,0.013534348,0.000023327806,0.0020743306,0.0014670804,0.00030530812],"about_ca_topic_score_codex":0.0013807934,"about_ca_topic_score_gemma":0.00033918401,"teacher_disagreement_score":0.8006911,"about_ca_system_score_codex":0.00082288054,"about_ca_system_score_gemma":0.00015695617,"threshold_uncertainty_score":0.99973035},"labels":[],"label_agreement":null},{"id":"W4220958171","doi":"10.7202/1087050ar","title":"Field Testing A Campus Preparation Mental Health Resource","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta; Dalhousie University; St. Francis Xavier University","funders":"St. Francis Xavier University","keywords":"Mental health; Resource (disambiguation); Bachelor; Mental health literacy; Literacy; Medical education; Bachelor degree; Psychology; Medicine; Mathematics education; Pedagogy; Political science; Mental illness; Computer science; Psychiatry","score_opus":0.37082602856985214,"score_gpt":0.5036651295324166,"score_spread":0.13283910096256446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220958171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9379586,0.0010781555,0.00012204828,0.010028885,0.0044461875,0.0005405362,0.00005344094,0.000035474557,0.04573669],"genre_scores_gemma":[0.9839277,0.000029205607,0.007112147,0.005799249,0.00024412142,0.00010095219,0.000019995196,0.00001453969,0.0027520726],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764496,0.0006566028,0.0006821836,0.0002771126,0.00033322992,0.0004059274],"domain_scores_gemma":[0.9980206,0.00030348598,0.0010822236,0.00018912832,0.00016452227,0.00024002537],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00248099,0.00013488252,0.00019429761,0.0003799888,0.003781396,0.000047683407,0.0004377856,0.000041213018,0.000882443],"category_scores_gemma":[0.00027401187,0.00013655866,0.00007870822,0.0008792313,0.00011037449,0.00035246267,0.00005689075,0.00026681332,0.000015752137],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001215988,0.0062691313,0.028659923,0.00038465258,0.00013796016,0.00002464393,0.07780125,0.0030140653,0.0007334624,0.033922125,0.23828305,0.60955375],"study_design_scores_gemma":[0.0019390568,0.014290386,0.030282067,0.0005753881,0.0001038515,0.011336911,0.11275842,0.001770787,0.0010673394,0.014568308,0.8104861,0.0008213825],"about_ca_topic_score_codex":0.0006342942,"about_ca_topic_score_gemma":0.00007787004,"teacher_disagreement_score":0.60873234,"about_ca_system_score_codex":0.0027589968,"about_ca_system_score_gemma":0.00058539596,"threshold_uncertainty_score":0.99751556},"labels":[],"label_agreement":null},{"id":"W4220993612","doi":"10.1016/j.invent.2022.100529","title":"Lessons learned from two feasibility trials of a translated and minimally monitored iCBT program for young adults among community and university samples","year":2022,"lang":"en","type":"article","venue":"Internet Interventions","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Attrition; Anxiety; Generalized anxiety disorder; Mental health; Medicine; Patient Health Questionnaire; Psychological resilience; Clinical psychology; Depression (economics); Population; Clinical trial; Exposure therapy; Psychiatry; Psychology; Depressive symptoms; Environmental health; Psychotherapist","score_opus":0.32767715051354807,"score_gpt":0.48535904109744993,"score_spread":0.15768189058390186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220993612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932703,0.00069436705,0.00024175731,0.00033199476,0.00031795216,0.0017842856,0.003118327,0.000064859596,0.00017619786],"genre_scores_gemma":[0.99770546,0.000014083744,0.00052581436,0.000006878255,0.000018946826,0.000181414,0.0006350192,0.00001313919,0.0008992242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997335,0.0015161667,0.0005821766,0.00029067224,0.00008918489,0.00018678294],"domain_scores_gemma":[0.99863946,0.00061662524,0.0003521765,0.00025117263,0.00005514855,0.000085405445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010360106,0.00014052796,0.00042881697,0.00011529525,0.00032660403,0.000029936318,0.00024552175,0.00005630403,0.0006655718],"category_scores_gemma":[0.00006995114,0.00014452505,0.0003194935,0.000108039414,0.00018604634,0.000097484306,0.00015710128,0.00025618443,0.000001025043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010958517,0.007015128,0.59648675,0.0006288371,0.001573008,0.000019257352,0.033787146,0.0000024290894,0.00025889528,0.0016609769,0.001081962,0.3465271],"study_design_scores_gemma":[0.013203392,0.0032983387,0.9539319,0.00052675337,0.0005314571,0.000007747263,0.024098175,0.00037693363,0.00020642912,0.0025173724,0.0010496075,0.00025187974],"about_ca_topic_score_codex":0.039352704,"about_ca_topic_score_gemma":0.012812202,"teacher_disagreement_score":0.35744515,"about_ca_system_score_codex":0.00007616964,"about_ca_system_score_gemma":0.000011171014,"threshold_uncertainty_score":0.96704435},"labels":[],"label_agreement":null},{"id":"W4221105278","doi":"10.1016/j.rcsop.2022.100125","title":"A collaborative strategy with community pharmacists and physicians to improve patient experience and implement quality standards for patients with depression","year":2022,"lang":"en","type":"article","venue":"Exploratory Research in Clinical and Social Pharmacy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Canada","funders":"","keywords":"Medicine; Feeling; Family medicine; Pharmacist; Mental health; Nursing; Collaborative Care; Depression (economics); Health care; Patient experience; Population; Pharmacy; Primary care; Psychiatry; Psychology","score_opus":0.33064393904531897,"score_gpt":0.6191611229113256,"score_spread":0.28851718386600667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221105278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952657,0.00015121645,0.0000082233255,0.00034439465,0.00012022432,0.0026200314,0.0013520088,0.000014135477,0.00012404131],"genre_scores_gemma":[0.99618655,0.00004805722,0.00003867328,0.0005092322,0.00006626342,0.0030500074,0.000062479994,0.00001809632,0.000020627936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99514616,0.002802191,0.00046576222,0.00046638856,0.000651229,0.00046829137],"domain_scores_gemma":[0.9983587,0.00081411353,0.00013536427,0.00014204864,0.00031532737,0.00023443741],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028225046,0.00016326222,0.00032926278,0.000077336976,0.0018564961,0.00006592223,0.00014287914,0.000030542502,0.000063031825],"category_scores_gemma":[0.000028847175,0.00012746004,0.000020192261,0.00031935185,0.00039945188,0.00021117469,0.0003783312,0.0007264167,5.3127485e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022986257,0.0035720163,0.5691409,0.00019663582,0.00009563689,0.00002295965,0.088840164,8.0716757e-7,0.000060827922,0.00034331935,0.001391574,0.31334892],"study_design_scores_gemma":[0.0711674,0.027392047,0.52238715,0.00016155108,0.0000617282,0.0000020305679,0.34627762,0.000056254477,0.000682315,0.0020709655,0.028587021,0.0011538964],"about_ca_topic_score_codex":0.00028858095,"about_ca_topic_score_gemma":0.00013380704,"teacher_disagreement_score":0.312195,"about_ca_system_score_codex":0.00012790847,"about_ca_system_score_gemma":0.00015625484,"threshold_uncertainty_score":0.99944293},"labels":[],"label_agreement":null},{"id":"W4221115512","doi":"10.1186/s12888-022-03759-9","title":"Health care system and patient costs associated with receipt of minimally adequate treatment for depression and anxiety disorders in older adults","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Anxiety; Medicine; Receipt; Depression (economics); Psychiatry; Public health; Health care; Family medicine; Gerontology; Nursing","score_opus":0.010395291267342701,"score_gpt":0.2973342531428923,"score_spread":0.2869389618755496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221115512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820859,0.013464816,0.0000080840155,0.00027347065,0.0006480598,0.0027618292,0.00031083653,0.000029879526,0.00041713504],"genre_scores_gemma":[0.99775976,0.000075575575,0.00041775088,0.00009738492,0.000015575668,0.0013688516,0.00018291718,0.000026891905,0.000055317214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848926,0.00023394823,0.00036748024,0.000445102,0.00014687308,0.00031735204],"domain_scores_gemma":[0.999308,0.000060231327,0.00031942563,0.00018599148,0.000020135705,0.00010622261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000108286404,0.00018747893,0.00031996865,0.00009477229,0.00026385873,0.000007884276,0.0000622537,0.000059675946,0.000022562032],"category_scores_gemma":[0.000002312543,0.00014906454,0.00004122689,0.00014912825,0.000026319649,0.00004000244,0.000037807116,0.0000771884,4.4356793e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028385126,0.0008995756,0.8602215,0.0004172818,0.000051112336,4.201834e-7,0.009186663,0.0000035157439,3.3327805e-7,0.00014144549,0.00032675924,0.12591286],"study_design_scores_gemma":[0.013832203,0.0043659382,0.92994285,0.0005839323,0.000039768674,0.000008517905,0.050770324,0.00004940865,0.000005035186,0.000009021045,0.00020922342,0.0001837914],"about_ca_topic_score_codex":0.0016961483,"about_ca_topic_score_gemma":0.009615299,"teacher_disagreement_score":0.12572907,"about_ca_system_score_codex":0.00040756824,"about_ca_system_score_gemma":0.0000883977,"threshold_uncertainty_score":0.60786754},"labels":[],"label_agreement":null},{"id":"W4223481439","doi":"10.1080/07317115.2022.2058440","title":"Perceived Need, Mental Health Literacy, Neuroticism and Self- Stigma Predict Mental Health Service Use Among Older Adults","year":2022,"lang":"en","type":"article","venue":"Clinical Gerontologist","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Movember Canada","keywords":"Mental health; Mental health literacy; Help-seeking; Neuroticism; Psychological intervention; Marital status; Psychology; Clinical psychology; Stigma (botany); Psychiatry; Health literacy; Social support; Gerontology; Medicine; Mental illness; Population; Personality; Health care; Social psychology; Environmental health","score_opus":0.07087455356641192,"score_gpt":0.42360723425856184,"score_spread":0.3527326806921499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223481439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97020227,0.0021026528,0.000010627709,0.019606704,0.0036861359,0.0029990566,0.00067043456,0.00032688308,0.0003952539],"genre_scores_gemma":[0.9720392,0.0006070842,0.00058139977,0.023866635,0.00023441107,0.00034476712,0.0008591546,0.000059082446,0.0014082529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99342495,0.0020535367,0.0016725115,0.0012842915,0.00045566566,0.0011090294],"domain_scores_gemma":[0.9970486,0.00055481924,0.0007632144,0.00068715116,0.000050168303,0.0008960055],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012135494,0.0004557116,0.0009244211,0.000107780135,0.0017881409,0.00011984281,0.00050169084,0.0001731114,0.00134138],"category_scores_gemma":[0.00003716415,0.00042326542,0.00018265731,0.00026322406,0.00031463834,0.0003696916,0.0005594566,0.0009300626,0.000080598555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016797665,0.0059677814,0.8112876,0.000285639,0.00019029247,0.00010064705,0.020327443,0.0000017603176,4.4623522e-7,0.0001523613,0.0711379,0.08886841],"study_design_scores_gemma":[0.0071955672,0.0030024797,0.97262084,0.00011283992,0.000024672107,0.00010904904,0.0040664286,0.00080448046,1.611468e-7,0.000012771552,0.011732647,0.0003180477],"about_ca_topic_score_codex":0.010321629,"about_ca_topic_score_gemma":0.0015002352,"teacher_disagreement_score":0.1613333,"about_ca_system_score_codex":0.0004391771,"about_ca_system_score_gemma":0.00013637225,"threshold_uncertainty_score":0.9998219},"labels":[],"label_agreement":null},{"id":"W4223496231","doi":"10.4088/jcp.21m14090","title":"Economic Burden of Commercially Insured Patients With Major Depressive Disorder and Acute Suicidal Ideation or Behavior in the United States","year":2022,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Major depressive disorder; Suicidal ideation; Population; Poison control; Suicide prevention; Depression (economics); MEDLINE","score_opus":0.040858072987352174,"score_gpt":0.4181167820684714,"score_spread":0.37725870908111925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223496231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994832,0.00027843576,0.000005795248,0.0033682082,0.00088447775,0.00048977876,0.000074576616,0.000002473277,0.000064249325],"genre_scores_gemma":[0.9988222,0.00010035983,0.00006105365,0.0007649996,0.00012744327,0.000021620172,0.00003957342,0.000012124626,0.000050589802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763745,0.00092325825,0.0009886365,0.00009918344,0.00020903263,0.00014245947],"domain_scores_gemma":[0.99791616,0.000775864,0.0010231043,0.00019018164,0.000044122167,0.00005058906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011661372,0.00010437368,0.00031044707,0.000083962186,0.0001875016,0.000011297483,0.00037245543,0.00004755378,0.00031050478],"category_scores_gemma":[0.00001449937,0.000049784703,0.00006413313,0.00014250595,0.000110152345,0.00007571563,0.000057169742,0.00048122357,0.000002130247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0093626175,0.0010691365,0.98319507,0.000008492435,0.00015791257,0.0000060889747,0.0012714117,0.0001261841,2.409666e-7,0.00009662602,0.0008549077,0.0038513064],"study_design_scores_gemma":[0.00782667,0.0030023584,0.98493,0.000016956235,0.00031921934,0.000022060167,0.0032552662,0.000021571113,3.0197793e-7,0.00035943132,0.000184775,0.00006144024],"about_ca_topic_score_codex":0.0011659476,"about_ca_topic_score_gemma":0.00085332413,"teacher_disagreement_score":0.0039902306,"about_ca_system_score_codex":0.00002167565,"about_ca_system_score_gemma":0.000074356874,"threshold_uncertainty_score":0.33998096},"labels":[],"label_agreement":null},{"id":"W4223516953","doi":"10.1186/s12913-022-07759-z","title":"The relationship between outpatient service use and emergency department visits among people treated for mental and substance use disorders: analysis of population-based administrative data in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"British Columbia Centre on Substance Use; Centre for Advancing Health Outcomes; BC Mental Health & Substance Use Services; University of British Columbia; BC Centre for Disease Control; Simon Fraser University; Dalhousie University","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Emergency department; Mental health; Psychiatry; Population; Public health; Family medicine; Health administration; Psychological intervention; Cohort; Nursing; Environmental health","score_opus":0.16906795762233334,"score_gpt":0.45218472537649046,"score_spread":0.2831167677541571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223516953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98925406,0.0008445676,0.0000031640636,0.0002995026,0.000072184506,0.0029732732,0.0065420535,0.0000074346694,0.000003754331],"genre_scores_gemma":[0.9886021,0.00006958165,0.00005422156,0.00007450648,0.000009720539,0.00081229396,0.010206752,0.00001556269,0.00015525275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963841,0.0012471583,0.000689138,0.0005618154,0.0005896718,0.0005281088],"domain_scores_gemma":[0.995617,0.0032491912,0.00028437973,0.00052077894,0.00011785531,0.00021082573],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013248277,0.00010755725,0.00032323122,0.00015722998,0.0017389484,0.00014302706,0.0003385305,0.000044855315,0.000094702256],"category_scores_gemma":[0.000039129067,0.00013217858,0.00002453682,0.0017576562,0.00002743747,0.00028693874,0.00016734081,0.00020973288,2.0184237e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017484748,0.0001946297,0.9964427,0.0003741911,0.00009482513,0.0000011806267,0.0019082881,0.000023189767,3.7888995e-8,0.000012315141,0.00008070935,0.0006931281],"study_design_scores_gemma":[0.0009883906,0.00028666737,0.98806494,0.000046261346,0.000052496336,2.2119843e-7,0.006513067,0.0038057826,1.1975884e-7,0.000025066696,0.00012241316,0.000094552546],"about_ca_topic_score_codex":0.9910335,"about_ca_topic_score_gemma":0.999942,"teacher_disagreement_score":0.008908525,"about_ca_system_score_codex":0.0004719371,"about_ca_system_score_gemma":0.00029574079,"threshold_uncertainty_score":0.99956065},"labels":[],"label_agreement":null},{"id":"W4223906544","doi":"10.1017/9781108290173.015","title":"Services for Older Patients with Psychiatric Disorders","year":2022,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Value (mathematics); Psychiatry; Medicine; Psychology; Computer science","score_opus":0.01311779960021129,"score_gpt":0.24044370967268158,"score_spread":0.2273259100724703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223906544","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00513354,0.00024229819,0.000030745345,0.000025626852,0.0008875407,0.0024743318,0.0013918491,0.00010988698,0.9897042],"genre_scores_gemma":[0.0067513976,0.00003697247,0.00006327124,0.00016473499,0.000092080445,0.00002818578,0.0010840357,0.00008684958,0.9916925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984754,0.00003378999,0.00018349272,0.0006630272,0.0002651632,0.00037916587],"domain_scores_gemma":[0.9989128,0.00006192788,0.00032178542,0.00048601232,0.000069067246,0.00014838095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000043904263,0.000401056,0.0003529553,0.00021942235,0.00055782136,0.000022987722,0.0004885286,0.00022076613,0.00022844195],"category_scores_gemma":[2.5623245e-7,0.0004060997,0.00017377757,0.000013911897,0.00007840978,0.00009077597,0.00018264174,0.00029046382,0.000019690791],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001988031,0.00027833256,0.0017294291,0.0007193981,0.00062177284,0.000038198432,0.00031200558,9.2923165e-7,4.5562015e-8,0.9423689,0.035984665,0.015958259],"study_design_scores_gemma":[0.0046042847,0.00044222007,0.0035080004,0.000056294746,0.00044402733,0.0000011115608,0.00011447014,0.0000021909918,6.5515985e-7,0.000011192122,0.9903536,0.00046194458],"about_ca_topic_score_codex":0.0005180503,"about_ca_topic_score_gemma":0.000026817645,"teacher_disagreement_score":0.95436895,"about_ca_system_score_codex":0.0001861204,"about_ca_system_score_gemma":0.000030019179,"threshold_uncertainty_score":0.99983907},"labels":[],"label_agreement":null},{"id":"W4224324656","doi":"10.1080/01612840.2022.2055243","title":"An Integrative Review of Mental Health Nurses’ and Other Professionals’ Experience of Associative Stigma","year":2022,"lang":"en","type":"review","venue":"Issues in Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Stigma (botany); Mental health; Psychology; Associative property; Health professionals; Mental health nursing; Health care; Nursing; Medicine; Psychiatry","score_opus":0.09830475540384433,"score_gpt":0.5776943058289015,"score_spread":0.47938955042505715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224324656","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004667611,0.98751915,0.000001147743,0.0010444492,0.0022593217,0.006163673,0.0011622594,0.000026457297,0.001356803],"genre_scores_gemma":[0.00019737992,0.9956907,0.00047396022,0.0013782764,0.00007346036,0.00067241985,0.0008759431,0.000078002464,0.00055985973],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919433,0.003441349,0.002338222,0.00084165635,0.00068302825,0.0007524674],"domain_scores_gemma":[0.99606925,0.00026908767,0.0028589806,0.00047169346,0.000029728939,0.00030123984],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015542201,0.00061557145,0.0033694855,0.0003625921,0.0004995291,0.000010582605,0.00047091188,0.00018700531,0.0018648602],"category_scores_gemma":[0.00002339088,0.0005024549,0.00021549696,0.0006871881,0.00037335206,0.00019456238,0.00009086542,0.0006976056,0.000006285655],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006643118,0.0018072876,0.00014807266,0.043422207,0.000055106666,0.0000024915867,0.10216951,3.870657e-9,8.408805e-8,0.000505163,0.003565728,0.8482579],"study_design_scores_gemma":[0.0007274614,0.0015608992,0.00008832023,0.46807805,0.000045211407,0.00002738045,0.048844364,0.0000019821393,0.0000026712046,0.00006039638,0.48022985,0.00033341616],"about_ca_topic_score_codex":0.0023393263,"about_ca_topic_score_gemma":0.00009315266,"teacher_disagreement_score":0.8479245,"about_ca_system_score_codex":0.0027062383,"about_ca_system_score_gemma":0.00048245225,"threshold_uncertainty_score":0.9997427},"labels":[],"label_agreement":null},{"id":"W4224870296","doi":"10.29392/001c.33820","title":"Prevalence and determinants of mental health among an indigent population in rural Burkina Faso: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Cross-sectional study; Medicine; Population; Feeling; Psychiatry; Psychological intervention; Distress; Mental distress; Poverty; Public health; Environmental health; Gerontology; Psychology; Clinical psychology","score_opus":0.03415226375565762,"score_gpt":0.45481502651347117,"score_spread":0.42066276275781356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224870296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951172,0.0016558039,0.0000010912851,0.00009386359,0.0018487006,0.0011898697,0.000055032622,0.0000074563477,0.000030964835],"genre_scores_gemma":[0.99959517,0.000059360118,0.00003880343,0.00013554875,0.00007288061,0.00003067282,0.0000167871,0.0000092355185,0.000041540257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99586844,0.0005680177,0.0021636565,0.00026969943,0.00072656706,0.00040364053],"domain_scores_gemma":[0.9963979,0.000020493637,0.0030227855,0.00018881915,0.000056060835,0.00031392844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026551955,0.00015030832,0.00046363316,0.00014712404,0.0004855047,0.000024612804,0.00012263622,0.000043477692,0.00013066528],"category_scores_gemma":[0.000011232519,0.00014008705,0.00006311838,0.00026708608,0.000044262964,0.00030894708,0.00008456839,0.0002541825,3.1479237e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051834004,0.0018023042,0.98365206,0.00013084225,0.000018534889,0.00036824855,0.0020746866,0.000018394272,3.769952e-7,0.000013367276,0.000046562767,0.011356258],"study_design_scores_gemma":[0.0013716519,0.004759589,0.9888101,0.000086927685,0.000005634364,0.002992764,0.0017119957,0.00001843163,5.6669063e-7,0.0001475764,0.000015421429,0.00007929904],"about_ca_topic_score_codex":0.018570013,"about_ca_topic_score_gemma":0.0025379322,"teacher_disagreement_score":0.016032081,"about_ca_system_score_codex":0.0018566782,"about_ca_system_score_gemma":0.0003158222,"threshold_uncertainty_score":0.9879654},"labels":[],"label_agreement":null},{"id":"W4224984734","doi":"10.1136/ebmental-2021-300401","title":"Mental healthcare in primary and community-based settings: evidence beyond the WHO Mental Health Gap Action Programme (mhGAP) Intervention Guide","year":2022,"lang":"en","type":"review","venue":"Evidence-Based Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Santé Mentale au Québec; Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"National Institute of Mental Health; Medical Research Council; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; King's College London; Fonds de Recherche du Québec - Santé; Health Services and Delivery Research Programme; National Institute for Health and Care Research","keywords":"PsycINFO; CINAHL; Mental health; Psychological intervention; Medicine; MEDLINE; Systematic review; Intervention (counseling); Family medicine; Psychiatry; Political science","score_opus":0.30333088609717057,"score_gpt":0.5040640970231469,"score_spread":0.20073321092597635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224984734","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012252565,0.93754286,0.000014264023,0.039972067,0.002995672,0.016782416,0.0010091979,0.00023482021,0.00022343233],"genre_scores_gemma":[0.0022300368,0.95762235,0.0003513081,0.024556099,0.00027125893,0.0051504476,0.008995596,0.00022003578,0.0006028665],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97419965,0.016201768,0.0038532463,0.001782826,0.0016139571,0.0023485275],"domain_scores_gemma":[0.991118,0.0026575394,0.0035292816,0.0016602688,0.000056958223,0.0009779272],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.013335575,0.0014806677,0.0031037708,0.00095414295,0.0053203865,0.0002821002,0.001497376,0.0004393564,0.0009006266],"category_scores_gemma":[0.0000958677,0.0012294638,0.00079608033,0.0015984374,0.0004851077,0.00081596314,0.00066750165,0.0041847513,0.00008119486],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072682265,0.0018958289,0.00047516346,0.06418237,0.00010764335,0.000015800702,0.004338667,5.7386046e-7,3.3055966e-7,0.00009404872,0.020096011,0.90806675],"study_design_scores_gemma":[0.00369184,0.006580295,0.00065093674,0.112345636,0.00015152879,0.00015351365,0.008375938,0.000035035177,0.000002873055,0.000035923826,0.86697024,0.0010062326],"about_ca_topic_score_codex":0.02856564,"about_ca_topic_score_gemma":0.0054797474,"teacher_disagreement_score":0.9070605,"about_ca_system_score_codex":0.016836662,"about_ca_system_score_gemma":0.0031173292,"threshold_uncertainty_score":0.99979424},"labels":[],"label_agreement":null},{"id":"W4225134138","doi":"10.26650/istanbuljpharm.2022.866034","title":"Assessment of knowledge and attitude of undergraduate students’ of Ahmadu Bello University Zaria towards depression","year":2022,"lang":"en","type":"article","venue":"Istanbul Journal of Pharmacy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vignette; Mental health literacy; Depression (economics); Mental health; Quarter (Canadian coin); Psychology; Psychiatry; Family medicine; Medicine; Clinical psychology; Mental illness; Social psychology","score_opus":0.04444369159598218,"score_gpt":0.44253195856133604,"score_spread":0.3980882669653539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225134138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99225813,0.0023177294,0.00012522381,0.00017858211,0.00055660517,0.00020504468,0.00006133554,0.0000035158766,0.0042938488],"genre_scores_gemma":[0.99866045,0.00033603102,0.00022864834,0.000018015226,0.000032404307,0.000001183719,0.0000040491777,0.000009677238,0.00070953474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836147,0.0003563994,0.0005556358,0.00013410732,0.00044295407,0.00014943448],"domain_scores_gemma":[0.9985834,0.00010254099,0.0009241424,0.00013323483,0.00014800378,0.000108715074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005797253,0.00011362859,0.00037799487,0.00020148876,0.00012664267,0.0000045814504,0.00038991205,0.000020771062,0.0008347107],"category_scores_gemma":[0.0000039279457,0.000103824445,0.00010965165,0.0002037849,0.00008370506,0.00011645655,0.00026729735,0.00023738662,6.989597e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020107322,0.004571318,0.9539161,0.00045827517,0.00079254486,0.00020240124,0.003795938,0.000047405705,0.012022183,0.0024992847,0.0020146377,0.017669197],"study_design_scores_gemma":[0.020545917,0.0015849714,0.9504794,0.00022916429,0.00066924846,0.0001294103,0.0036166527,0.00010212553,0.011311866,0.0005655283,0.010530373,0.00023533343],"about_ca_topic_score_codex":0.00021994139,"about_ca_topic_score_gemma":0.0000096799,"teacher_disagreement_score":0.018535186,"about_ca_system_score_codex":0.0001683119,"about_ca_system_score_gemma":0.00012444881,"threshold_uncertainty_score":0.9139497},"labels":[],"label_agreement":null},{"id":"W4225141027","doi":"10.3389/fpsyt.2022.860487","title":"Why Mental Illness Diagnoses Are Wrong: A Pilot Study on the Perspectives of the Public","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Medical diagnosis; Mental illness; Psychiatry; Mood; Medicine; Clinical psychology; Psychology; Mental health","score_opus":0.030160619778602613,"score_gpt":0.32067569890218256,"score_spread":0.29051507912357993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225141027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9420989,0.003366898,0.0000058179135,0.022348523,0.02664379,0.001748506,0.00007637708,0.000025522006,0.003685647],"genre_scores_gemma":[0.9965322,0.000014676478,0.000030173835,0.0016722206,0.00012412014,0.0010651172,0.00000526272,0.000025630996,0.00053058966],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99778336,0.0007980748,0.00029677973,0.00039102303,0.0003970215,0.00033373848],"domain_scores_gemma":[0.9989848,0.0000800788,0.00023952956,0.0006348349,0.000015262282,0.000045464687],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037021114,0.00018734475,0.00023568723,0.00016177552,0.0008261478,0.000023816916,0.00078718644,0.000024760706,0.0011407769],"category_scores_gemma":[0.000015625088,0.00011520917,0.00008555738,0.0006047063,0.00014265128,0.00007002973,0.00020420545,0.00039621984,0.00000800599],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030117756,0.0066492744,0.6432749,0.000007970656,0.00010837563,0.0000045444563,0.0122633325,0.000001359784,4.5658498e-7,0.0033572805,0.33337665,0.0006547064],"study_design_scores_gemma":[0.0016780136,0.0015012261,0.44817358,0.000019433672,0.000023243814,0.0000044794906,0.5420568,0.0000036719723,0.0000030279823,0.0012064028,0.0051994612,0.00013063039],"about_ca_topic_score_codex":0.00024776676,"about_ca_topic_score_gemma":0.00031025993,"teacher_disagreement_score":0.5297935,"about_ca_system_score_codex":0.00022156349,"about_ca_system_score_gemma":0.000038499136,"threshold_uncertainty_score":0.9997723},"labels":[],"label_agreement":null},{"id":"W4225145905","doi":"10.5539/ass.v18n5p23","title":"The Differences in Attitude Toward Mental Health Services Between Japanese and American College Students","year":2022,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Openness to experience; Psychology; Mental health; Collectivism; Clinical psychology; Scale (ratio); Sample (material); Social psychology; Psychiatry; Individualism","score_opus":0.03427441652288004,"score_gpt":0.4117402928213845,"score_spread":0.3774658762985045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225145905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821404,0.00017007728,9.704929e-8,0.0072033703,0.0003222916,0.0004561515,0.00007002782,0.000015821086,0.009621719],"genre_scores_gemma":[0.99892163,0.000018871078,0.000006673696,0.0005348486,0.00006150452,0.00009955534,0.000005921453,0.0000045856855,0.0003464119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998216,0.0002248114,0.00019320645,0.0003147132,0.0005817453,0.00046955372],"domain_scores_gemma":[0.9995913,0.00004848433,0.00013946657,0.00009532539,0.000007674036,0.00011777179],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00074892025,0.000093251314,0.00017724569,0.00006274714,0.0031229183,0.0000826306,0.00073214475,0.000011995137,0.00006485413],"category_scores_gemma":[0.0000013844237,0.00006981096,0.00001820789,0.00080042623,0.00065627095,0.000108006156,0.0003714914,0.00013230833,0.000008364864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029934039,0.00012703652,0.82236415,0.000008648499,0.000009693963,0.0000044746566,0.06572237,2.4683724e-9,0.0000025781583,0.0014274602,0.00011527541,0.110188395],"study_design_scores_gemma":[0.00032644952,0.00018504362,0.8635913,0.000004307531,0.0000018219582,0.000001411681,0.13502248,5.0136e-7,6.855004e-7,0.0001236267,0.00068385806,0.000058482798],"about_ca_topic_score_codex":0.004001886,"about_ca_topic_score_gemma":0.00093734125,"teacher_disagreement_score":0.11012991,"about_ca_system_score_codex":0.00027793885,"about_ca_system_score_gemma":0.000052452106,"threshold_uncertainty_score":0.9981749},"labels":[],"label_agreement":null},{"id":"W4225146226","doi":"10.1177/17456916211049362","title":"A Community-Embedded Implementation Model for Mental-Health Interventions: Reaching the Hardest to Reach","year":2022,"lang":"en","type":"article","venue":"Perspectives on Psychological Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Mental Health; Duke Global Health Institute, Duke University; Grand Challenges Canada","keywords":"Psychological intervention; Mental health; Public relations; Intervention (counseling); Psychology; Political science; Psychiatry","score_opus":0.22015387954642363,"score_gpt":0.566637907913093,"score_spread":0.34648402836666936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225146226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9462746,0.0003248784,0.0059176045,0.0325734,0.0011323014,0.0040632384,0.0002762706,0.00013510887,0.009302607],"genre_scores_gemma":[0.9893531,0.000013200358,0.0018167256,0.0054250946,0.00003862729,0.0021024127,0.000041981442,0.000012330934,0.0011964786],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99703836,0.00083539524,0.0003722869,0.000705798,0.000452801,0.00059538416],"domain_scores_gemma":[0.99872905,0.00019535907,0.00019533098,0.00064226816,0.000050978677,0.00018702095],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0047866874,0.00016600982,0.00019271404,0.00019267357,0.0064435536,0.0000962906,0.0011476924,0.0000228854,0.0008878307],"category_scores_gemma":[0.00007771531,0.00011542216,0.00014120608,0.0007750428,0.0002882505,0.00014278553,0.0002945354,0.0005411781,0.000042100583],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017093709,0.009564327,0.0007907532,0.000038643037,0.000067594694,0.0000028789257,0.4962233,0.0004635372,0.0009990497,0.19417435,0.05571246,0.24025375],"study_design_scores_gemma":[0.0045508463,0.013619585,0.09436286,0.00008566864,0.000028695044,0.000051939147,0.86079675,0.0031497935,0.000046811372,0.017746,0.0049337097,0.0006273118],"about_ca_topic_score_codex":0.00040129133,"about_ca_topic_score_gemma":0.000098150405,"teacher_disagreement_score":0.36457348,"about_ca_system_score_codex":0.00095193397,"about_ca_system_score_gemma":0.000029145924,"threshold_uncertainty_score":0.9948499},"labels":[],"label_agreement":null},{"id":"W4225157422","doi":"10.1016/j.genhosppsych.2022.04.011","title":"Alternative scoring of the Patient Health Questionnaire-9 in neurological populations: an approach based on a predictive algorithm deriving from individual item scores","year":2022,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Logistic regression; Youden's J statistic; Receiver operating characteristic; Logistic model tree; Lasso (programming language); Machine learning; Positive predicative value; Medical diagnosis; Artificial intelligence; Algorithm; Medicine; Statistics; Computer science; Mathematics; Internal medicine; Predictive value; Radiology","score_opus":0.03100652461478388,"score_gpt":0.31935871645046987,"score_spread":0.288352191835686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225157422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913386,0.00082780333,0.00052634976,0.0009882619,0.0046439096,0.0011032593,0.0004059481,0.000043759042,0.00012209211],"genre_scores_gemma":[0.99187183,0.000002616622,0.0049413866,0.0021212243,0.00028798214,0.0005062296,0.00023705143,0.000024338533,0.0000073263836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99727094,0.00078447175,0.0005167176,0.0005798457,0.00048787918,0.00036013048],"domain_scores_gemma":[0.9990859,0.000034112803,0.00037433897,0.00037748038,0.000021888436,0.0001062517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002337723,0.00021320887,0.00024786592,0.00014872408,0.0004600985,0.000021235297,0.00039089532,0.000060501887,0.00007160461],"category_scores_gemma":[0.000014053635,0.0001687222,0.00009471558,0.00035649564,0.000063202,0.00011628228,0.00016833232,0.00044261562,0.0000017984185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019180996,0.0029866386,0.9327617,0.0000138802725,0.000028288661,0.000004240089,0.0031617722,0.0077834856,5.5789553e-7,0.0013769716,0.00016808299,0.051522557],"study_design_scores_gemma":[0.0011640859,0.0032267028,0.9646637,0.00006522332,0.000012415339,0.0000020215584,0.00086273765,0.027050208,0.0000044153035,0.0027932802,0.0000067144433,0.00014850241],"about_ca_topic_score_codex":0.0035655454,"about_ca_topic_score_gemma":0.00011124638,"teacher_disagreement_score":0.051374055,"about_ca_system_score_codex":0.00012361072,"about_ca_system_score_gemma":0.00008634858,"threshold_uncertainty_score":0.68802917},"labels":[],"label_agreement":null},{"id":"W4225321757","doi":"10.2196/28072","title":"Effect of a Virtual Reality Contact-Based Educational Intervention on the Public Stigma of Depression: Randomized Controlled Pilot Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Stigma (botany); Randomized controlled trial; Depression (economics); Clinical psychology; Psychology; Medicine; Physical therapy; Psychiatry; Internal medicine","score_opus":0.1019657320671703,"score_gpt":0.5089242532148489,"score_spread":0.4069585211476786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225321757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98252803,0.00012562143,0.000027084034,0.0014127954,0.00033024105,0.01007097,0.00007094118,0.000010421415,0.0054238774],"genre_scores_gemma":[0.980973,0.0000012897473,5.0889366e-7,0.000029502178,0.000028247774,0.018395118,0.00007822457,0.000009571264,0.0004845032],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9768749,0.020654453,0.0007903257,0.00021438066,0.0011615145,0.0003044397],"domain_scores_gemma":[0.98410743,0.014720352,0.00049231097,0.00037771807,0.00022962676,0.00007253178],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0171481,0.00014020907,0.0007974397,0.00037533758,0.00061894226,0.00002513163,0.00041097577,0.000024450797,0.0056897216],"category_scores_gemma":[0.0005359053,0.00007533457,0.00023168197,0.00045396676,0.00021698275,0.00011099883,0.00017157657,0.00049435376,0.00003237326],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9312272,0.019421631,0.005494268,0.00020048938,0.00069469097,0.0000035657088,0.005535937,0.0000071855457,0.00007744719,0.023624178,0.004634653,0.009078745],"study_design_scores_gemma":[0.8647139,0.074856594,0.046665486,0.00017643263,0.00007997247,0.0000027429892,0.010437931,0.0010227377,0.0011704346,0.0006318596,0.000089610985,0.00015231589],"about_ca_topic_score_codex":0.00044276848,"about_ca_topic_score_gemma":0.00002309433,"teacher_disagreement_score":0.06651333,"about_ca_system_score_codex":0.00020030343,"about_ca_system_score_gemma":0.0000960521,"threshold_uncertainty_score":0.99521923},"labels":[],"label_agreement":null},{"id":"W4225615398","doi":"10.1037/cbs0000301","title":"Exceptional Canadian contributions to research on cognitive vulnerability to depression.","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Vulnerability (computing); Depression (economics); Cognition; Cognitive vulnerability; Cognitive psychology; Clinical psychology; Psychiatry; Depressive symptoms","score_opus":0.2882275540733492,"score_gpt":0.4521821741619892,"score_spread":0.16395462008863998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225615398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98412347,0.0001207995,0.000023869223,0.0061147073,0.0028139723,0.0010369032,0.0010441594,0.000006499721,0.0047156294],"genre_scores_gemma":[0.99750286,8.918566e-7,0.00014568548,0.0014767221,0.00018665155,0.00021714074,0.000022876087,0.0000114678,0.00043571834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949993,0.0004180157,0.00070822967,0.0007293924,0.000860791,0.0022842726],"domain_scores_gemma":[0.9900784,0.00019118779,0.00021109375,0.0002996124,0.0013185032,0.007901234],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009043809,0.00021934898,0.00030817476,0.003210867,0.011724615,0.00027424088,0.0017352318,0.00004553648,0.008100995],"category_scores_gemma":[0.0003661517,0.00020486338,0.00010322873,0.004181088,0.002155679,0.00035658016,0.00013480206,0.0006170601,0.00009003035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00012662717,0.00035801769,0.9300106,0.000009217053,0.000030126837,0.0018875841,0.014160541,0.0016674636,0.0001447195,0.016878769,0.012736926,0.021989414],"study_design_scores_gemma":[0.0008305496,0.003923044,0.9622174,0.00016121884,0.00002994502,0.0006865859,0.01843555,0.00005540971,0.00009749352,0.0012148864,0.011952853,0.00039506704],"about_ca_topic_score_codex":0.85576904,"about_ca_topic_score_gemma":0.97357106,"teacher_disagreement_score":0.11780202,"about_ca_system_score_codex":0.014279919,"about_ca_system_score_gemma":0.007263029,"threshold_uncertainty_score":0.99836487},"labels":[],"label_agreement":null},{"id":"W4225728522","doi":"10.1037/amp0000944","title":"Scaling up psychological treatments: Lessons learned from global mental health.","year":2021,"lang":"en","type":"article","venue":"American Psychologist","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"PsycINFO; Mental health; Global mental health; Anxiety; Psychological intervention; Psychology; Equity (law); Context (archaeology); Psychiatry; Global health; Medicine; MEDLINE; Public health; Political science; Nursing","score_opus":0.16427510767682232,"score_gpt":0.5168528526539647,"score_spread":0.35257774497714245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225728522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88294363,0.004076541,0.00039393158,0.052791778,0.0050155325,0.00063044834,0.0012724289,0.0004298169,0.052445892],"genre_scores_gemma":[0.9741605,0.0011632647,0.0024320825,0.015810331,0.00033681514,0.00019698139,0.0012424826,0.000048672893,0.004608885],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99521405,0.0007544882,0.0007616997,0.0017211623,0.00037221986,0.0011763797],"domain_scores_gemma":[0.9975664,0.0001654915,0.0004991985,0.0011807597,0.00005386049,0.00053426856],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023480681,0.0005129966,0.0008155875,0.00006458597,0.00061456085,0.00010459781,0.00051425974,0.00017565547,0.0051978445],"category_scores_gemma":[0.00003884709,0.00045404662,0.00027897637,0.0009305699,0.0007870961,0.00011879848,0.00013018338,0.0003620682,0.0022186679],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060091226,0.0026666042,0.028843494,0.0000051778147,0.0003338583,0.00027585615,0.0008235638,6.065662e-7,0.00007436832,0.0025799249,0.0507871,0.9130085],"study_design_scores_gemma":[0.010006872,0.0020844818,0.8776786,0.00011218375,0.00011965669,0.00034247705,0.013838543,0.000009871075,0.00011805425,0.0055700303,0.08900185,0.0011173903],"about_ca_topic_score_codex":0.00681916,"about_ca_topic_score_gemma":0.00033657823,"teacher_disagreement_score":0.91189116,"about_ca_system_score_codex":0.00050465093,"about_ca_system_score_gemma":0.00005298352,"threshold_uncertainty_score":0.99979454},"labels":[],"label_agreement":null},{"id":"W4229001453","doi":"10.15649/cuidarte.2014","title":"Stigma experienced by people with mental illness in South America: an integrative review","year":2022,"lang":"en","type":"article","venue":"Revista CUIDARTE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Mental illness; Stigma (botany); Psychiatry; Psychology; Mental health; Medicine","score_opus":0.018225983102990978,"score_gpt":0.35572788715529674,"score_spread":0.33750190405230573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229001453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9681397,0.025471294,0.000060231392,0.0005708746,0.00022861618,0.00175086,0.00022130784,0.000063177715,0.003493953],"genre_scores_gemma":[0.99357784,0.0006360994,0.000048705726,0.0017022651,0.000023802197,0.0017304211,0.00042622982,0.000028980536,0.0018256314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980101,0.0004674563,0.0003623552,0.0005032788,0.00028276548,0.00037402412],"domain_scores_gemma":[0.99923486,0.00003178747,0.00019509635,0.00038510523,0.000017796685,0.00013537245],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020126885,0.0002325601,0.00045432395,0.00006637709,0.00041158882,0.000035354755,0.00029074642,0.000022222244,0.005554886],"category_scores_gemma":[0.0000056599197,0.00017583788,0.000049068887,0.00062484836,0.000079064215,0.00016550266,0.00007464132,0.00023629444,0.000068137],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018160294,0.0044507016,0.06754218,0.0015527261,0.00023011534,0.0004063425,0.38054335,0.0000033133954,0.00035282367,0.0046335133,0.103430584,0.43503833],"study_design_scores_gemma":[0.006229943,0.0046430216,0.013741533,0.0024542701,0.00014818339,0.0001418771,0.24384488,0.000081897546,0.00020350715,0.00003652341,0.7267672,0.0017072145],"about_ca_topic_score_codex":0.00043049373,"about_ca_topic_score_gemma":0.000059881553,"teacher_disagreement_score":0.62333655,"about_ca_system_score_codex":0.0002084362,"about_ca_system_score_gemma":0.00003462765,"threshold_uncertainty_score":0.9953542},"labels":[],"label_agreement":null},{"id":"W4229046496","doi":"10.1093/med/9780197555804.001.0001","title":"Paradigms Lost, Paradigms Found","year":2022,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Stigma (botany); Mental illness; Substance use; Mental health; Disadvantage; Psychology; Social stigma; Social psychology; Psychiatry; Medicine; Political science","score_opus":0.04798975808008657,"score_gpt":0.2915091962970893,"score_spread":0.24351943821700275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229046496","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00067086634,0.00059671485,0.000018996254,0.000031538137,0.0017218416,0.0012845619,0.00055054127,0.00018070712,0.9949442],"genre_scores_gemma":[0.0007794017,0.00014533265,0.000038207247,0.00022225044,0.00029084538,0.000017034314,0.00058447674,0.00008740261,0.99783504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997465,0.00022462869,0.00031003414,0.00087021955,0.00041917386,0.0007109275],"domain_scores_gemma":[0.9981802,0.00016499622,0.000399903,0.0009251437,0.000029525932,0.00030020566],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014201763,0.0005473927,0.00060850964,0.00025640667,0.0006966379,0.000053401604,0.0010246508,0.00046641423,0.006106413],"category_scores_gemma":[0.0000014408947,0.00063349266,0.0003103457,0.000030510744,0.00021149461,0.00011009237,0.0005015081,0.0008439272,0.000063437335],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067732733,0.00016726082,0.000060778555,0.00016002024,0.0005372353,0.0016326102,0.0007960546,0.0000021532467,2.8941687e-7,0.7546064,0.22411355,0.01724631],"study_design_scores_gemma":[0.0017456003,0.00029822625,0.0000923704,0.000058359354,0.0003136432,0.000037669008,0.00016105769,0.000004640653,0.0000029538942,0.00097293605,0.99575365,0.0005588734],"about_ca_topic_score_codex":0.0003384491,"about_ca_topic_score_gemma":0.000041141513,"teacher_disagreement_score":0.7716401,"about_ca_system_score_codex":0.0010015798,"about_ca_system_score_gemma":0.00017227382,"threshold_uncertainty_score":0.9996116},"labels":[],"label_agreement":null},{"id":"W4229048947","doi":"10.1038/s41591-022-01782-7","title":"A behavioral science framework to address latent demand in mental healthcare","year":2022,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Toronto","funders":"","keywords":"Matching (statistics); Mental health; Mental healthcare; Health care; On demand; Business; Supply and demand; Behavioural sciences; Mental health care; Psychology; Medicine; Psychiatry; Economics; Microeconomics; Economic growth; Psychotherapist","score_opus":0.046938676876890024,"score_gpt":0.4710125339761649,"score_spread":0.42407385709927486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229048947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9658905,0.0051890984,0.0000035826906,0.022382023,0.004224325,0.0009617738,0.000035590798,0.000037396352,0.0012756636],"genre_scores_gemma":[0.9902835,0.000012931897,0.000119678174,0.0083563235,0.00023168999,0.00032470698,0.000047596335,0.000014378907,0.0006092177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790925,0.00011585644,0.0002729692,0.00046930846,0.0007158723,0.0005167518],"domain_scores_gemma":[0.9992645,0.000052246323,0.00006773914,0.00030906335,0.000032008065,0.0002744514],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007162143,0.00014524852,0.00023922189,0.0003894934,0.00055263616,0.000008185012,0.00042126098,0.00012043042,0.0032464801],"category_scores_gemma":[0.000024450126,0.00011626612,0.000022305925,0.00126559,0.00013387667,0.000055179953,0.00019904229,0.001145405,0.000034284116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029851738,0.003855498,0.5301316,0.00019375498,0.00005028456,0.0020941533,0.14880854,0.000018181767,0.0018573864,0.040530935,0.052397877,0.21707663],"study_design_scores_gemma":[0.008242792,0.006971993,0.91222733,0.0007031417,0.00006151457,0.00023162006,0.02378007,0.000030588904,0.00069559884,0.001905272,0.044466194,0.00068386504],"about_ca_topic_score_codex":0.0014352642,"about_ca_topic_score_gemma":0.00025375024,"teacher_disagreement_score":0.38209578,"about_ca_system_score_codex":0.0005120604,"about_ca_system_score_gemma":0.0000400205,"threshold_uncertainty_score":0.9976647},"labels":[],"label_agreement":null},{"id":"W4229051367","doi":"10.1177/10398562221095488","title":"Report of the House of Representatives Select Committee on Mental Health and Suicide Prevention: Commentary on an expanded psychologist role and decreased GP/psychiatrist leadership in private multidisciplinary primary mental healthcare","year":2022,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Multidisciplinary approach; Mental health; Private sector; Compromise; Government (linguistics); Public sector; Medicine; Psychiatry; Health care; Nursing; Psychology; Political science","score_opus":0.07168583773666456,"score_gpt":0.3962411494387973,"score_spread":0.3245553117021327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229051367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9512542,0.0019463635,7.3730877e-7,0.04252993,0.001258714,0.0022620347,0.00025684974,0.0000496041,0.00044159844],"genre_scores_gemma":[0.99413395,0.0000761419,0.0005637546,0.0042094677,0.000096613054,0.00021459705,0.000434682,0.00005790136,0.00021289654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99547464,0.0015425843,0.001082633,0.0007865392,0.0004776176,0.00063599757],"domain_scores_gemma":[0.9978396,0.00009078551,0.00091646996,0.0008202021,0.000013035025,0.00031985753],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085657137,0.00037686544,0.00057060557,0.00025985102,0.0007261334,0.000015690452,0.00037183013,0.000109335495,0.00009586337],"category_scores_gemma":[0.000005749872,0.00032917876,0.00013503949,0.0004391005,0.0003498185,0.00016830052,0.00018717274,0.00064967776,0.0000012805896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030406637,0.0051576253,0.9703564,0.0003370903,0.00009715648,0.000012580292,0.007848926,0.0000027058636,0.00004832975,0.000624691,0.009480573,0.002993246],"study_design_scores_gemma":[0.0056505078,0.0052423673,0.94623774,0.00030315146,0.000025095222,0.00021438168,0.04106483,0.0000042375823,0.00011010926,0.0007592913,0.00013420134,0.0002540569],"about_ca_topic_score_codex":0.0014920367,"about_ca_topic_score_gemma":0.00078297284,"teacher_disagreement_score":0.042879775,"about_ca_system_score_codex":0.00025279238,"about_ca_system_score_gemma":0.000118242584,"threshold_uncertainty_score":0.999916},"labels":[],"label_agreement":null},{"id":"W4229060216","doi":"10.1186/s12913-022-07850-5","title":"The relative impact of barriers to care among military health services personnel: exploring differences using context specific scenarios","year":2022,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Department of National Defence","funders":"Ministère de la Défense Nationale","keywords":"Health informatics; Nursing research; Health administration; Medicine; Context (archaeology); Public health; Health services research; Health care; Military personnel; Environmental health; Nursing; Economic growth","score_opus":0.17379583202246815,"score_gpt":0.47000495746201737,"score_spread":0.29620912543954925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229060216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9567014,0.0380472,0.0000057197008,0.00046549688,0.000761741,0.0034405335,0.00029550598,0.00005290638,0.000229503],"genre_scores_gemma":[0.99707776,0.0007903989,0.00012795892,0.0005487536,0.00019142988,0.00095499255,0.00008117736,0.000061866805,0.00016565931],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9910166,0.003742855,0.0009845556,0.000874353,0.0014304029,0.0019512048],"domain_scores_gemma":[0.99603677,0.0010062496,0.0003581919,0.0008844974,0.00031874047,0.0013955347],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030490595,0.00035011783,0.0006718607,0.0005433941,0.007998099,0.000077370816,0.0012792845,0.00007878907,0.0011797881],"category_scores_gemma":[0.000009659466,0.000260618,0.00020670985,0.0015431443,0.00021479247,0.00041015615,0.0006855214,0.0009779402,0.000046913872],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012745628,0.00014964116,0.5154063,0.002363264,0.00010279012,0.000010883282,0.46797234,0.00021626173,0.0000070591054,0.00025820112,0.00009293023,0.012145762],"study_design_scores_gemma":[0.000765477,0.0018726581,0.35420868,0.00048609186,0.000003996272,0.0000039311612,0.6410374,0.00072837144,0.0000045462843,0.000045654644,0.0006922005,0.00015097835],"about_ca_topic_score_codex":0.21821365,"about_ca_topic_score_gemma":0.029544333,"teacher_disagreement_score":0.18866931,"about_ca_system_score_codex":0.002324643,"about_ca_system_score_gemma":0.0013494911,"threshold_uncertainty_score":0.9999846},"labels":[],"label_agreement":null},{"id":"W4229063326","doi":"10.1002/wps.20971","title":"Patterns and correlates of patient‐reported helpfulness of treatment for common mental and substance use disorders in the <scp>WHO</scp> World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Fogarty International Center; Pan American Health Organization; National Institute on Drug Abuse; Pfizer Foundation; GlaxoSmithKline; Eli Lilly and Company; Bristol-Myers Squibb; Pfizer; National Institute of Mental Health; John D. and Catherine T. MacArthur Foundation","keywords":"Helpfulness; Medicine; Psychiatry; Mental health; Anxiety; Depression (economics); Epidemiology; Clinical psychology; Psychology; Internal medicine","score_opus":0.030929468471006298,"score_gpt":0.3270097318984144,"score_spread":0.2960802634274081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229063326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99015605,0.0036484862,0.000005729686,0.0011550369,0.0014940936,0.0023486183,0.00085665105,0.000015647562,0.00031965692],"genre_scores_gemma":[0.99746084,0.00014684605,0.000053926593,0.00030512534,0.00002077674,0.00058294606,0.0004159851,0.000029627985,0.0009839506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975416,0.0006998034,0.00073321,0.00041074678,0.00021645198,0.00039815748],"domain_scores_gemma":[0.9985185,0.00046817193,0.00058100163,0.00033371063,0.000011420128,0.000087166016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056784565,0.0002560209,0.0004633435,0.00027438515,0.00040022854,0.000018009725,0.00015748972,0.000030371535,0.000085669584],"category_scores_gemma":[0.000002687655,0.00020596755,0.000087267814,0.00048144555,0.00009328409,0.000096840195,0.00005365893,0.00015917781,4.4424144e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017016727,0.0015835863,0.9690496,0.00011003506,0.00011692466,0.0000014743547,0.012359597,0.0000038223593,0.0000013156629,0.0013065165,0.0021605408,0.01313642],"study_design_scores_gemma":[0.0044130343,0.0015726193,0.97629094,0.0001027515,0.00003957821,0.000012824199,0.01401167,0.000032905366,0.000018312736,0.0005192906,0.0028929352,0.00009313939],"about_ca_topic_score_codex":0.0062581785,"about_ca_topic_score_gemma":0.114026666,"teacher_disagreement_score":0.10776849,"about_ca_system_score_codex":0.00014874196,"about_ca_system_score_gemma":0.000038463273,"threshold_uncertainty_score":0.94605356},"labels":[],"label_agreement":null},{"id":"W4229448078","doi":"10.1371/journal.pone.0266377","title":"Health system use among patients with mental health conditions in a community based sample in Toronto, Canada: A retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; North York General Hospital; University of Toronto","funders":"","keywords":"Retrospective cohort study; Mental health; Medicine; Cohort study; Cohort; Sample (material); Young adult; Demography; Gerontology; Environmental health; Psychiatry; Internal medicine","score_opus":0.04722080111200342,"score_gpt":0.3207261043539487,"score_spread":0.2735053032419453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229448078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902812,0.000054651915,8.2310675e-7,0.0003395056,0.00011721578,0.0058768247,0.00301069,0.000040254377,0.00027878117],"genre_scores_gemma":[0.9949605,0.0000015389885,0.00004619038,0.0007928316,0.000007726556,0.002106922,0.0020069622,0.0000248347,0.000052523803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961678,0.0019434986,0.00048492168,0.00030957788,0.0006198453,0.00047438365],"domain_scores_gemma":[0.9989206,0.0001728238,0.00027445104,0.0004178823,0.000036891422,0.00017731948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000690836,0.00017061697,0.0005794216,0.00009862977,0.00093897496,0.000015439871,0.00017875114,0.000021159542,0.00056109106],"category_scores_gemma":[0.000010634777,0.0001722545,0.000015928648,0.0003104991,0.000030095756,0.00014135751,0.000079997524,0.0004547212,0.0000014614776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028100336,0.025622115,0.9689541,0.000111353154,0.00012671904,0.000011545484,0.004312699,0.0000036440647,7.404551e-8,0.000069144626,0.0004816576,0.000025965699],"study_design_scores_gemma":[0.0050576124,0.0029581964,0.97513187,0.00016911971,0.000014648716,3.493472e-7,0.016484918,0.000051412255,4.5715697e-7,0.0000017314615,0.000005824183,0.00012387485],"about_ca_topic_score_codex":0.99638814,"about_ca_topic_score_gemma":0.99749964,"teacher_disagreement_score":0.022663917,"about_ca_system_score_codex":0.019554539,"about_ca_system_score_gemma":0.00041776305,"threshold_uncertainty_score":0.98420924},"labels":[],"label_agreement":null},{"id":"W4229549671","doi":"10.21203/rs.3.rs-29632/v3","title":"Insights on mental health when living with rheumatoid arthritis: A descriptive qualitative study of threads on the Reddit website","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Arthritis Research Centre of Canada; University of British Columbia","funders":"","keywords":"Mental health; Rheumatoid arthritis; Qualitative research; Descriptive research; Internet privacy; Medicine; Psychology; Computer science; Sociology; Psychiatry; Internal medicine; Social science","score_opus":0.20456796405590608,"score_gpt":0.4871650291498753,"score_spread":0.2825970650939692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229549671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97088546,0.0034343647,0.000008473102,0.0059264535,0.00035426277,0.008715779,0.00041458692,0.00008110804,0.010179513],"genre_scores_gemma":[0.9956232,0.0008821237,0.000044323882,0.0002658228,0.000119279146,0.002247135,0.0001738199,0.00008346698,0.0005608396],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98750395,0.0075727343,0.00076161267,0.0012397243,0.0020724414,0.0008495196],"domain_scores_gemma":[0.9954601,0.0022528565,0.0005124495,0.0011167444,0.00030332545,0.00035450654],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021416103,0.0005050434,0.0009019627,0.00047820082,0.00095492974,0.00013532236,0.000791481,0.00020297099,0.0008479915],"category_scores_gemma":[0.00013695564,0.0003191019,0.00012756513,0.0005600362,0.00031852556,0.00009357202,0.00076056784,0.0024268017,0.0003655232],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002455214,0.005511823,0.0013292826,0.0005823935,0.0007526377,0.00009712371,0.95189035,0.000005411018,0.0000057276943,0.0123850405,0.019223118,0.005761859],"study_design_scores_gemma":[0.002957981,0.02907374,0.017852562,0.015433437,0.000010415055,0.00000458719,0.92915934,0.000025231213,0.000059377664,0.0044828895,0.00052127603,0.0004191863],"about_ca_topic_score_codex":0.0073342845,"about_ca_topic_score_gemma":0.0031645908,"teacher_disagreement_score":0.02473773,"about_ca_system_score_codex":0.00081261864,"about_ca_system_score_gemma":0.0003576455,"threshold_uncertainty_score":0.9999261},"labels":[],"label_agreement":null},{"id":"W4229889177","doi":"10.1007/s40596-019-01090-2","title":"The Potential Effect of the Psychiatric Clerkship and Contact-Based Hypothesis on Explicit and Implicit Stigmatizing Attitudes of Canadian Medical Students Towards Mental Illness","year":2019,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; McGill University","funders":"McMaster University","keywords":"Mental illness; Stigma (botany); Implicit-association test; Psychiatry; Mental health; Psychology; Clinical psychology; Medicine; Social psychology","score_opus":0.013677126355577739,"score_gpt":0.33031394277211307,"score_spread":0.31663681641653535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229889177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871971,0.002909657,7.7713617e-7,0.004515541,0.0028282155,0.0012164945,0.00005187169,0.0000138673595,0.0012664639],"genre_scores_gemma":[0.9978319,0.00037856778,0.000017649181,0.0014362121,0.0001445876,0.00007211516,0.0000039054635,0.00002720655,0.000087853114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975029,0.00035725196,0.0005419397,0.00038046323,0.0007618019,0.0004556393],"domain_scores_gemma":[0.99849296,0.00046916137,0.00031209053,0.0004007798,0.00001844362,0.00030655065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010439457,0.00026265113,0.00038974106,0.00023081858,0.00039565348,0.000024638328,0.0008175249,0.00036631743,0.00020591846],"category_scores_gemma":[0.0000394635,0.00015099953,0.000107101914,0.00034402724,0.00013229392,0.000060456416,0.000109361405,0.0005753198,0.000018444205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052273565,0.00010363184,0.9722794,0.00022651718,0.0001553685,0.0000010475376,0.00027846324,4.980401e-7,0.00013188011,0.0020097073,0.0017706349,0.02252008],"study_design_scores_gemma":[0.0034267006,0.0005263748,0.9941375,0.00030491955,0.00009769704,0.000018304605,0.00044907894,0.00001876072,0.0003355402,0.00017054295,0.00034746714,0.00016707041],"about_ca_topic_score_codex":0.010673573,"about_ca_topic_score_gemma":0.0033325604,"teacher_disagreement_score":0.02235301,"about_ca_system_score_codex":0.000061173174,"about_ca_system_score_gemma":0.00015704874,"threshold_uncertainty_score":0.99591446},"labels":[],"label_agreement":null},{"id":"W4230110925","doi":"10.32920/ryerson.14668134.v1","title":"Mental health stigma on campus: the promotion of mental wellbeing to Ryerson students","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mental health; Stigma (botany); Psychology; Rhetoric; Social psychology; Psychiatry","score_opus":0.053690792923162804,"score_gpt":0.4377886550762338,"score_spread":0.384097862153071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230110925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763407,0.0005449008,0.000038413797,0.008659872,0.0047020065,0.0043231794,0.00021841825,0.00006039729,0.005112114],"genre_scores_gemma":[0.98999536,0.00011612126,0.0003103607,0.0018825851,0.0001716288,0.00035924063,0.00068883697,0.000041193358,0.0064346767],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968559,0.0004505513,0.00068841263,0.00077842106,0.0007299369,0.0004967607],"domain_scores_gemma":[0.9985654,0.000053621243,0.0004326607,0.0006979604,0.000037792495,0.00021256585],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054912467,0.00037696044,0.00052253605,0.0001452629,0.00041103986,0.00007254532,0.0006355845,0.00018365071,0.0021981918],"category_scores_gemma":[0.0000058287405,0.00026532382,0.000166166,0.0001614336,0.000044793338,0.000049825372,0.00073104363,0.00045365136,0.00015397432],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024482491,0.026068099,0.18942942,0.0029998994,0.0031737373,0.00012103804,0.20858425,0.00009398357,0.0005556097,0.0037025877,0.18798412,0.374839],"study_design_scores_gemma":[0.01224682,0.009514219,0.8567315,0.009023044,0.00029118964,0.000071389455,0.089804,0.00016136792,0.009894826,0.00046899976,0.009464831,0.002327828],"about_ca_topic_score_codex":0.0037072462,"about_ca_topic_score_gemma":0.00054030924,"teacher_disagreement_score":0.6673021,"about_ca_system_score_codex":0.00060221174,"about_ca_system_score_gemma":0.000079137695,"threshold_uncertainty_score":0.9999799},"labels":[],"label_agreement":null},{"id":"W4230275925","doi":"10.2196/preprints.25009","title":"Promoting the Mental Health of University Students in China: Protocol for Contextual Assessment to Inform Intervention Design and Adaptation (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; York University; Toronto Western Hospital; University Health Network; Toronto Metropolitan University","funders":"","keywords":"Mental health; Stigma (botany); Psychology; Focus group; Mental illness; Medical education; Anxiety; Applied psychology; Medicine; Psychiatry; Sociology","score_opus":0.12378691358569473,"score_gpt":0.47411633090597405,"score_spread":0.35032941732027933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230275925","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26365727,0.0000083513,0.06955025,0.0059675793,0.00028301094,0.6596613,0.00006487631,0.000054076107,0.00075325614],"genre_scores_gemma":[0.8914412,0.0000015186508,0.008281291,0.00017798627,0.000021874928,0.09960262,0.00007654611,0.000014892513,0.0003820547],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981532,0.00041649907,0.0006035516,0.00040062686,0.00021892457,0.00020720845],"domain_scores_gemma":[0.99905217,0.000103878025,0.0005240178,0.00018558445,0.000038228787,0.00009610055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015674519,0.00018015665,0.000317454,0.00010621067,0.00016163083,0.000038367834,0.0003072195,0.000088051056,0.000103945276],"category_scores_gemma":[0.000015883637,0.00014138718,0.00007056406,0.00011079748,0.000026627406,0.00008236345,0.0005977661,0.00023168577,0.0000034621237],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01206181,0.0051116385,0.101569034,0.0068404344,0.00062674243,0.000009073765,0.18523559,0.0003408827,0.000033448236,0.010441803,0.0025381935,0.67519134],"study_design_scores_gemma":[0.023867454,0.0075187576,0.89902014,0.00267636,0.000043761203,0.0000041563535,0.043132022,0.018793175,0.00018563782,0.0015949236,0.0026207112,0.0005429061],"about_ca_topic_score_codex":0.0016950181,"about_ca_topic_score_gemma":0.00044104346,"teacher_disagreement_score":0.7974511,"about_ca_system_score_codex":0.00046843523,"about_ca_system_score_gemma":0.00008870843,"threshold_uncertainty_score":0.5765602},"labels":[],"label_agreement":null},{"id":"W4231322637","doi":"10.1176/ps.2009.60.11.1540","title":"Population-Based Service Planning for Implementation of MBCT: Linking Epidemiologic Data to Practice","year":2009,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mindfulness-based cognitive therapy; Population; Mindfulness; Medicine; Psychology; Cognitive therapy; Psychiatry; Clinical psychology; Cognition; Environmental health","score_opus":0.1220782226091048,"score_gpt":0.5052078520377791,"score_spread":0.3831296294286743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231322637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728897,0.0018124069,0.0024346833,0.017698111,0.0016577373,0.0020185222,0.00026140636,0.00011803215,0.001109407],"genre_scores_gemma":[0.9399981,0.0000062539098,0.03672431,0.020921865,0.00037112256,0.00008422872,0.0018611234,0.000016073644,0.000016940725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981292,0.00015605305,0.00065782625,0.0005187469,0.0001759773,0.00036222802],"domain_scores_gemma":[0.99778026,0.00074777426,0.00061904633,0.00064052525,0.000112818976,0.00009954554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088961225,0.00018105954,0.00028898305,0.00020177253,0.00022188749,0.000027258111,0.00060727674,0.000094628995,0.00014577154],"category_scores_gemma":[0.000020628711,0.00016406462,0.000043895576,0.00061530055,0.0000028448321,0.00035098506,0.000043971515,0.0000817217,0.000038038266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012882823,0.0007042322,0.89174736,0.0010761428,0.00013831402,0.0000035280623,0.0033595592,0.0007203058,0.00005146352,0.0028849402,0.0024344437,0.09559143],"study_design_scores_gemma":[0.0024269812,0.0007644435,0.9812813,0.00006529857,0.0002458882,0.0000036319163,0.0045903143,0.0018277023,0.000026349713,0.0020438621,0.006434181,0.0002900934],"about_ca_topic_score_codex":0.004515806,"about_ca_topic_score_gemma":0.00057478325,"teacher_disagreement_score":0.09530134,"about_ca_system_score_codex":0.000037865346,"about_ca_system_score_gemma":0.000025242158,"threshold_uncertainty_score":0.68265784},"labels":[],"label_agreement":null},{"id":"W4231770067","doi":"10.24908/iqurcp.8889","title":"Mental Health Stigma in Medical Educators: The Images Study","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Psychiatry; Mental health; Mental illness; Context (archaeology); Psychology; Social stigma; Population; Medicine; Family medicine","score_opus":0.15367362302683651,"score_gpt":0.5069840491697104,"score_spread":0.3533104261428739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231770067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82135487,0.0002739322,0.000016338106,0.16207866,0.0009556751,0.002898033,0.000008438351,0.00009582086,0.012318248],"genre_scores_gemma":[0.9947101,0.00032707702,0.000034152887,0.00079036946,0.00084786525,0.000774393,0.000012892492,0.000042396154,0.002460766],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.993921,0.0006512567,0.00075124885,0.0009514197,0.0020746214,0.0016504781],"domain_scores_gemma":[0.99791473,0.00032710645,0.0001795648,0.00038663577,0.00056822156,0.00062371575],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0061160717,0.00032878167,0.00043363328,0.0005507304,0.0014135833,0.00035387013,0.0013364836,0.00015826663,0.0014434616],"category_scores_gemma":[0.00025423052,0.00022715327,0.0000566103,0.0013821161,0.0018412058,0.0004187888,0.0005326272,0.0012277876,0.0008886456],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009524812,0.0062142024,0.29821664,0.00021939848,0.00023489707,0.000101206075,0.1879988,1.4315195e-8,0.000054309072,0.068972684,0.27545816,0.16157721],"study_design_scores_gemma":[0.01011506,0.011580855,0.33914262,0.0014827551,0.0000268241,0.00015626069,0.56079876,0.00016381287,0.00059111393,0.0509336,0.023803515,0.0012048074],"about_ca_topic_score_codex":0.010648393,"about_ca_topic_score_gemma":0.00098332,"teacher_disagreement_score":0.37279996,"about_ca_system_score_codex":0.0005314088,"about_ca_system_score_gemma":0.0008363266,"threshold_uncertainty_score":0.99988925},"labels":[],"label_agreement":null},{"id":"W4232117855","doi":"10.1007/978-3-030-29112-9","title":"Diversity in Global Mental Health","year":2019,"lang":"en","type":"book","venue":"SpringerBriefs in psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Diversity (politics); Mental health; Globe; Ethnic group; Cultural diversity; Health care; Public health; Middle Eastern Mental Health Issues & Syndromes; Psychology; Social science; Public relations; Sociology; Political science; Social psychology; Medicine; Mental illness; Psychiatry; Nursing; Anthropology","score_opus":0.053564457200211135,"score_gpt":0.4169478949989462,"score_spread":0.36338343779873505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232117855","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029133474,0.0077636875,0.000007823056,0.002389387,0.01058299,0.0020325293,0.00022958392,0.00008765855,0.94777286],"genre_scores_gemma":[0.108274035,0.001895145,0.0002186328,0.016984485,0.0007083791,0.00016855217,0.00070347317,0.00015100285,0.8708963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99588656,0.00030681916,0.0009163354,0.0013842117,0.00031357468,0.0011925081],"domain_scores_gemma":[0.998302,0.00006365342,0.00045277903,0.0009589721,0.000016488157,0.00020613526],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006346863,0.0005616362,0.0010851071,0.0004361582,0.00027029347,0.000012470019,0.0008457862,0.0008951814,0.0029614214],"category_scores_gemma":[0.000005496873,0.0006305447,0.00016811152,0.00029761356,0.00018260792,0.00008811116,0.0009918875,0.0010003949,0.0026140818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012329565,0.0016187922,0.43559858,0.00039964393,0.0001835227,0.0006683477,0.004178028,0.0000010289356,4.5261234e-7,0.03981456,0.3570421,0.15926199],"study_design_scores_gemma":[0.0077540376,0.00073322706,0.5162661,0.00058873644,0.000015605336,0.000085970656,0.00009451995,0.0000015504769,2.4593555e-7,0.013045667,0.46064717,0.0007671662],"about_ca_topic_score_codex":0.003093004,"about_ca_topic_score_gemma":0.005966102,"teacher_disagreement_score":0.15849483,"about_ca_system_score_codex":0.0022633027,"about_ca_system_score_gemma":0.00019219685,"threshold_uncertainty_score":0.9996146},"labels":[],"label_agreement":null},{"id":"W4232916637","doi":"10.1176/appi.pn.2015.8a6","title":"Long-Distance Collaboration Proves Helpful to Ethiopians, Canadians","year":2015,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Homeland; Medicine; Library science; Psychology; Medical education; Family medicine; Political science; Politics; Law","score_opus":0.03114927527362216,"score_gpt":0.3632466105480153,"score_spread":0.33209733527439317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232916637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7326298,0.006773535,0.0023394257,0.047645126,0.014083853,0.0035029599,0.00016471795,0.00026066683,0.19259995],"genre_scores_gemma":[0.955815,0.000024633946,0.0018435986,0.006096541,0.0009846218,0.00037368343,0.00006750877,0.000040553376,0.034753866],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849826,0.00010275537,0.0003183292,0.000410831,0.00022321263,0.00044658562],"domain_scores_gemma":[0.9988047,0.000027038535,0.000110600835,0.00039559725,0.000095466254,0.00056661584],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017264023,0.0001795482,0.00018899841,0.00017596441,0.00015298274,0.000062705054,0.00022404878,0.000110031564,0.00033195532],"category_scores_gemma":[0.000020850943,0.00016661757,0.000035654106,0.000944971,0.000018201104,0.00013007551,0.0000168472,0.00012372076,0.0016963169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004448879,0.0004482009,0.13086548,0.000063105275,0.000046771136,0.000044374065,0.008382926,0.000012368216,0.0000062456843,0.017481424,0.78504556,0.057158653],"study_design_scores_gemma":[0.0052195224,0.0015101328,0.11127246,0.000043613483,0.00009514428,0.000026460557,0.011944234,0.000023988692,0.000047743713,0.0028273629,0.86611325,0.0008760779],"about_ca_topic_score_codex":0.027276559,"about_ca_topic_score_gemma":0.14575799,"teacher_disagreement_score":0.22318523,"about_ca_system_score_codex":0.00023826216,"about_ca_system_score_gemma":0.00019924305,"threshold_uncertainty_score":0.99908096},"labels":[],"label_agreement":null},{"id":"W4233000498","doi":"10.21203/rs.2.12186/v2","title":"Atmiyata, a community led intervention to address common mental disorders: Study protocol for a stepped wedge cluster randomized controlled trial in rural Gujarat, India","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Cluster randomised controlled trial; Cluster (spacecraft); Protocol (science); Intervention (counseling); Randomized controlled trial; Medicine; Geography; Psychiatry; Alternative medicine; Computer science; Computer network; Internal medicine","score_opus":0.12822890026504966,"score_gpt":0.5537947535207235,"score_spread":0.42556585325567386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233000498","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46623266,0.00003676708,0.000021188942,0.00025021782,0.0008152266,0.530792,0.00017849085,0.00004539175,0.0016280483],"genre_scores_gemma":[0.48229566,0.0000018048407,0.000012862283,0.000029319257,0.0001462711,0.5147495,0.00051732274,0.000053970216,0.0021932623],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.96491677,0.029480785,0.00227033,0.0008587551,0.0011681865,0.0013051478],"domain_scores_gemma":[0.99134827,0.0057170223,0.0007163912,0.0016111406,0.00029536488,0.00031180013],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018726058,0.0007270252,0.003558878,0.00123389,0.00068318076,0.0003931699,0.0014739691,0.0006127466,0.0010934059],"category_scores_gemma":[0.00062459375,0.0005579623,0.0011132933,0.00044536465,0.00019267495,0.00018635824,0.002277699,0.0030303649,0.00026078938],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94841444,0.019940479,0.006809435,0.0020268625,0.0008184027,0.000010315763,0.013189717,0.000008787227,0.0000013021155,0.000052512878,0.003489372,0.0052383533],"study_design_scores_gemma":[0.96462756,0.008465998,0.0062743425,0.0021691862,0.00009777079,7.2838736e-7,0.016791932,0.000346621,0.000004250591,0.00049235503,0.0002912106,0.00043805566],"about_ca_topic_score_codex":0.015941562,"about_ca_topic_score_gemma":0.017148754,"teacher_disagreement_score":0.026431486,"about_ca_system_score_codex":0.0009632586,"about_ca_system_score_gemma":0.0001836355,"threshold_uncertainty_score":0.99981976},"labels":[],"label_agreement":null},{"id":"W4233154119","doi":"10.21203/rs.3.rs-85840/v1","title":"Lay Social Workers implementing a task-sharing approach to managing depression in Vietnam","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Canadian Institutes of Health Research; Grand Challenges Canada","keywords":"Task (project management); Task force; Depression (economics); Social work; Business; Psychology; Public relations; Applied psychology; Knowledge management; Computer science; Political science; Management; Economic growth; Public administration; Economics","score_opus":0.19689506337833518,"score_gpt":0.5185621129388824,"score_spread":0.32166704956054726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233154119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8233186,0.0013024972,0.0005287423,0.0038956427,0.0005839827,0.006249118,0.00010934945,0.0002148708,0.1637972],"genre_scores_gemma":[0.9943767,0.000023250117,0.00061236287,0.00013449733,0.0006508879,0.0024992651,0.00043211813,0.000086073946,0.0011848019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944046,0.00070031337,0.0006199348,0.0015478281,0.0009935895,0.0017336982],"domain_scores_gemma":[0.9986563,0.00014337643,0.0001494855,0.0006016834,0.000089112,0.00036006956],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002331521,0.0003570944,0.00052514666,0.0007555566,0.00075454963,0.00028251036,0.0010260897,0.0003555927,0.000463689],"category_scores_gemma":[0.000052442378,0.00035388966,0.00016250729,0.0009570505,0.000048652593,0.00009173135,0.004510639,0.00227968,0.00034068004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011557855,0.0011966911,0.7259753,0.006460557,0.0002790697,0.00045664128,0.0507072,0.00013970144,0.0001075245,0.0023712968,0.01981947,0.19133079],"study_design_scores_gemma":[0.006504099,0.00040181074,0.86654,0.006524395,0.0000808904,0.000011005241,0.090713546,0.0036642395,0.00012485828,0.007976622,0.015431156,0.00202737],"about_ca_topic_score_codex":0.0025795605,"about_ca_topic_score_gemma":0.00023526413,"teacher_disagreement_score":0.18930343,"about_ca_system_score_codex":0.00065566605,"about_ca_system_score_gemma":0.00008379635,"threshold_uncertainty_score":0.9998913},"labels":[],"label_agreement":null},{"id":"W4233820788","doi":"10.24124/2019/58946","title":"Navigating the intersection between professional success and severe mental illness: Success despite the odds","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Northern British Columbia","funders":"","keywords":"Mental illness; Odds; Psychology; Coping (psychology); Mental health; Depression (economics); Face (sociological concept); Schizophrenia (object-oriented programming); Work (physics); Clinical psychology; Psychiatry; Medicine; Sociology; Logistic regression","score_opus":0.022880608600087417,"score_gpt":0.404974340675219,"score_spread":0.3820937320751316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233820788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716409,0.00069291354,0.0000077467075,0.0010381794,0.0076850117,0.0020968132,0.000076321034,0.000065643726,0.016696503],"genre_scores_gemma":[0.9563989,0.0000341879,0.0000074141967,0.00035177017,0.00046359372,0.0004298946,0.0024107695,0.000055874854,0.039847616],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976667,0.0003525371,0.0005223636,0.0005731991,0.00040391833,0.0004812945],"domain_scores_gemma":[0.99854684,0.00043017906,0.00047786435,0.00039303748,0.000069777794,0.0000822791],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005088249,0.00042086456,0.00036681446,0.00003628412,0.0014370225,0.0001738329,0.0005299429,0.00038855136,0.0018362736],"category_scores_gemma":[0.000008425518,0.00021434888,0.0001105731,0.00021205052,0.00009243224,0.00027588411,0.000116917974,0.0011465222,0.00017385505],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008268114,0.0002637368,0.3399344,0.0007861628,0.0006839009,0.000010813044,0.058378793,7.302878e-7,0.000043315144,0.003516841,0.00456098,0.5909935],"study_design_scores_gemma":[0.002196357,0.0002968881,0.8634702,0.0016090216,0.0003476067,0.000045827528,0.12800096,0.00006677583,0.0006800542,0.0004295658,0.002012518,0.0008442441],"about_ca_topic_score_codex":0.0029593818,"about_ca_topic_score_gemma":0.0012865132,"teacher_disagreement_score":0.5901493,"about_ca_system_score_codex":0.0001364064,"about_ca_system_score_gemma":0.000049934828,"threshold_uncertainty_score":0.99986297},"labels":[],"label_agreement":null},{"id":"W4233903054","doi":"10.21203/rs.3.rs-29632/v4","title":"Insights on mental health when living with rheumatoid arthritis: A descriptive qualitative study of threads on the Reddit website","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Arthritis Research Centre of Canada; University of British Columbia","funders":"","keywords":"Mental health; Rheumatoid arthritis; Descriptive research; Qualitative research; Psychology; Sociology; Medicine; Psychiatry; Social science; Internal medicine","score_opus":0.20456796405590608,"score_gpt":0.4871650291498753,"score_spread":0.2825970650939692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233903054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97088546,0.0034343647,0.000008473102,0.0059264535,0.00035426277,0.008715779,0.00041458692,0.00008110804,0.010179513],"genre_scores_gemma":[0.9956232,0.0008821237,0.000044323882,0.0002658228,0.000119279146,0.002247135,0.0001738199,0.00008346698,0.0005608396],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98750395,0.0075727343,0.00076161267,0.0012397243,0.0020724414,0.0008495196],"domain_scores_gemma":[0.9954601,0.0022528565,0.0005124495,0.0011167444,0.00030332545,0.00035450654],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021416103,0.0005050434,0.0009019627,0.00047820082,0.00095492974,0.00013532236,0.000791481,0.00020297099,0.0008479915],"category_scores_gemma":[0.00013695564,0.0003191019,0.00012756513,0.0005600362,0.00031852556,0.00009357202,0.00076056784,0.0024268017,0.0003655232],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002455214,0.005511823,0.0013292826,0.0005823935,0.0007526377,0.00009712371,0.95189035,0.000005411018,0.0000057276943,0.0123850405,0.019223118,0.005761859],"study_design_scores_gemma":[0.002957981,0.02907374,0.017852562,0.015433437,0.000010415055,0.00000458719,0.92915934,0.000025231213,0.000059377664,0.0044828895,0.00052127603,0.0004191863],"about_ca_topic_score_codex":0.0073342845,"about_ca_topic_score_gemma":0.0031645908,"teacher_disagreement_score":0.02473773,"about_ca_system_score_codex":0.00081261864,"about_ca_system_score_gemma":0.0003576455,"threshold_uncertainty_score":0.9999261},"labels":[],"label_agreement":null},{"id":"W4234084899","doi":"10.32920/ryerson.14657376.v1","title":"Examining the Effectiveness of Psychotherapy Provided at a Canadian University Counselling Centre : Preliminary Results","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mental health; Medicine; Psychology; Clinical psychology; Psychotherapist; Psychiatry","score_opus":0.044090093450397654,"score_gpt":0.3155289450266491,"score_spread":0.2714388515762514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234084899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590814,0.0013094948,0.00007761439,0.00044523168,0.0012514659,0.0019586873,0.00019593815,0.000042561966,0.03563758],"genre_scores_gemma":[0.98820806,0.00048957113,0.00010629763,0.00011276125,0.00005415742,0.000023011036,0.0003994287,0.00002821098,0.010578495],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99709517,0.0012778435,0.00031671664,0.0007104348,0.0001820157,0.00041785013],"domain_scores_gemma":[0.99772084,0.00092075305,0.00026614248,0.0008043507,0.000104931016,0.00018297926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008937407,0.00027778326,0.00039136616,0.00013465763,0.0003090988,0.000028976605,0.0004481532,0.0003337062,0.0008261851],"category_scores_gemma":[0.000006242351,0.00021851729,0.000114048285,0.00018471299,0.0000712224,0.00004404189,0.00006553048,0.00036960468,0.000024854675],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.24703419,0.0069560884,0.18992566,0.018240968,0.011771105,0.00968114,0.2724622,0.0030482472,0.0010010931,0.02442102,0.038730793,0.17672752],"study_design_scores_gemma":[0.03126492,0.003345299,0.8551489,0.011886872,0.0012555599,0.00016881093,0.046866514,0.0010620035,0.005433109,0.0020982153,0.03808255,0.0033872447],"about_ca_topic_score_codex":0.20277038,"about_ca_topic_score_gemma":0.20362225,"teacher_disagreement_score":0.66522324,"about_ca_system_score_codex":0.00047744138,"about_ca_system_score_gemma":0.0003173614,"threshold_uncertainty_score":0.90461475},"labels":[],"label_agreement":null},{"id":"W4234089312","doi":"10.1186/s12875-016-0564-2","title":"Erratum to: A qualitative study of perceived needs and factors associated with the quality of care for common mental disorders in patients with chronic diseases: the perspective of primary care clinicians and patients","year":2016,"lang":"en","type":"erratum","venue":"BMC Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Santé Montérégie; Centre Intégré de Santé et de Services Sociaux des Laurentides; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; St Mary's Hospital; Université de Sherbrooke","funders":"","keywords":"Medicine; Perspective (graphical); Primary care; Qualitative research; Family medicine; Multiple Chronic Conditions; Quality (philosophy); Psychiatry; Nursing; Chronic disease","score_opus":0.051261668688989306,"score_gpt":0.41457649911666605,"score_spread":0.36331483042767676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234089312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98214173,0.002254485,0.0000013653606,0.00009077188,0.0008423155,0.008247658,0.0037444022,0.000008622603,0.0026686552],"genre_scores_gemma":[0.9979695,0.00007194606,0.0000073237334,0.00008380341,0.000026100115,0.00042571436,0.0010213587,0.00005189287,0.00034234193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99517834,0.0026348468,0.00072396424,0.0005222848,0.0006239107,0.00031663576],"domain_scores_gemma":[0.9927141,0.004110024,0.0019054185,0.00046521943,0.00072592375,0.000079287165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043954942,0.00041926527,0.0009962092,0.00015832888,0.0002522958,0.000018755574,0.0002955289,0.00019869074,0.0000032929643],"category_scores_gemma":[0.0003036937,0.00021337622,0.0000837711,0.00031983896,0.00037839662,0.0002359486,0.0001266584,0.0004007246,1.9464561e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007301904,0.0027838396,0.5082972,0.00063594524,0.00061749405,1.5205396e-7,0.47806126,4.4739585e-7,2.658888e-7,0.000019117719,0.0017224713,0.0005599197],"study_design_scores_gemma":[0.006248517,0.0068686167,0.51333445,0.00034409,0.0003860914,1.2919484e-8,0.47258714,1.6931635e-7,7.706512e-8,0.000005595182,0.000093155715,0.00013211221],"about_ca_topic_score_codex":0.008595565,"about_ca_topic_score_gemma":0.038354483,"teacher_disagreement_score":0.029758919,"about_ca_system_score_codex":0.0007211904,"about_ca_system_score_gemma":0.0002756269,"threshold_uncertainty_score":0.9980063},"labels":[],"label_agreement":null},{"id":"W4234208762","doi":"10.21203/rs.3.rs-85837/v1","title":"Barriers and Drivers to Stakeholder Engagement in Global Mental Health Projects","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Mitacs","keywords":"Stakeholder engagement; Mental health; Stakeholder; Business; Psychology; Public relations; Knowledge management; Process management; Environmental resource management; Political science; Computer science; Economics; Psychotherapist","score_opus":0.28799354520768716,"score_gpt":0.5227660776226908,"score_spread":0.23477253241500362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234208762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.946306,0.001909397,0.000012148308,0.029691907,0.00084758346,0.009439567,0.0010130109,0.00008840746,0.01069198],"genre_scores_gemma":[0.9962754,0.00032916325,0.00024885483,0.0010080362,0.00013891392,0.0010796714,0.00028286153,0.000034264383,0.00060278206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945612,0.0016509229,0.00043417406,0.0011913772,0.0009526679,0.0012096431],"domain_scores_gemma":[0.99810684,0.00009662241,0.00008934593,0.0004956027,0.000066597204,0.0011449907],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018172876,0.00031977467,0.0004675226,0.00035597975,0.00045379178,0.00013831386,0.00044760856,0.00021516108,0.0009418794],"category_scores_gemma":[0.00008028553,0.00031112556,0.00006153437,0.0006371817,0.00011469314,0.00006386051,0.0015622628,0.0013573954,0.00023133871],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018302796,0.0008817568,0.53122354,0.005707637,0.0003509229,0.00083241507,0.09207302,0.000024283885,0.000014997095,0.0076062153,0.21783997,0.14161497],"study_design_scores_gemma":[0.008650054,0.005025742,0.7939943,0.0036502418,0.000021887952,0.000015160155,0.1102211,0.00014707125,0.000053213596,0.0026146458,0.074300945,0.0013056126],"about_ca_topic_score_codex":0.0062562297,"about_ca_topic_score_gemma":0.0014328815,"teacher_disagreement_score":0.2627708,"about_ca_system_score_codex":0.0020633717,"about_ca_system_score_gemma":0.00059744023,"threshold_uncertainty_score":0.9999714},"labels":[],"label_agreement":null},{"id":"W4234508967","doi":"10.28984/drhj.v2i0.252","title":"Abandonment","year":2018,"lang":"en","type":"article","venue":"Diversity of Research in Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Mental health; Thematic analysis; Nursing; Psychology; Feeling; Qualitative research; Medicine; Psychiatry; Social psychology; Sociology","score_opus":0.33493502278685017,"score_gpt":0.5542785067878961,"score_spread":0.21934348400104597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234508967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98436487,0.0008968126,0.000021686768,0.0049501695,0.0007666284,0.00031958922,0.000006572027,0.0000058249148,0.008667879],"genre_scores_gemma":[0.99816096,0.00034629233,0.00018383145,0.00025252913,0.00028550372,0.000002622649,0.0000013199672,0.0000036748547,0.00076324627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976613,0.0006134532,0.00030738796,0.00014688387,0.00064433325,0.0006266611],"domain_scores_gemma":[0.9991195,0.00015923809,0.00013111683,0.00014096891,0.00013724313,0.00031193366],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004531551,0.000055847384,0.00016058926,0.0004509265,0.0010614721,0.0000133997655,0.0003126395,0.00004596047,0.002457483],"category_scores_gemma":[0.00002008219,0.000049573362,0.00003672403,0.00033789172,0.0002727809,0.00009410662,0.00027269952,0.00047863697,0.00022960242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085690815,0.00070652884,0.860131,0.00018122388,0.00003236678,0.00016319648,0.013511401,3.910904e-7,0.000003508076,0.002052176,0.02648746,0.095873825],"study_design_scores_gemma":[0.0038681633,0.0028932304,0.9688884,0.00039083688,0.0000021375938,0.00007901774,0.0043731323,0.000013275172,0.00007624026,0.0033425516,0.015983434,0.000089575355],"about_ca_topic_score_codex":0.0048586037,"about_ca_topic_score_gemma":0.00020662908,"teacher_disagreement_score":0.10875739,"about_ca_system_score_codex":0.0003487722,"about_ca_system_score_gemma":0.00009418376,"threshold_uncertainty_score":0.9984544},"labels":[],"label_agreement":null},{"id":"W4234729260","doi":"10.32920/ryerson.14644290.v1","title":"The Influence of Culture on the Process of Recovery from a First Episode Schizophrenia","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Schizophrenia (object-oriented programming); Identity (music); Psychology; Cultural identity; Process (computing); Bridge (graph theory); Psychotherapist; Social psychology; Medicine; Aesthetics; Psychiatry; Computer science","score_opus":0.0237345777420114,"score_gpt":0.33953917648468646,"score_spread":0.3158045987426751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234729260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830182,0.0018718588,0.000005592735,0.0015373052,0.0006008748,0.00082842214,0.00015554483,0.000020332564,0.011961878],"genre_scores_gemma":[0.9963384,0.0004898378,0.000087087574,0.00035777772,0.0000854562,0.00033231537,0.00008699031,0.000016743359,0.0022053546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839395,0.0001726493,0.0005149384,0.0004278667,0.00027486583,0.00021570221],"domain_scores_gemma":[0.99766815,0.0006580204,0.00053207367,0.00096542534,0.00013327415,0.000043044332],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020553308,0.00024524,0.00037211616,0.000029534755,0.00020691412,0.00004571811,0.0007884573,0.00028726354,0.00097645324],"category_scores_gemma":[0.000067784575,0.00011479163,0.00015424522,0.00013830642,0.0001372596,0.00004439412,0.0002770566,0.00054265425,0.000038826616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034480054,0.0149065675,0.3226979,0.012331594,0.017505562,0.00029539948,0.13596,0.012393161,0.001102194,0.098043494,0.11516505,0.23511903],"study_design_scores_gemma":[0.0057347533,0.0015331926,0.84645796,0.010300459,0.0008042942,0.000012923874,0.023174677,0.0001502392,0.028022366,0.07675363,0.0053296317,0.0017258944],"about_ca_topic_score_codex":0.0051413164,"about_ca_topic_score_gemma":0.002329193,"teacher_disagreement_score":0.52376,"about_ca_system_score_codex":0.00003767123,"about_ca_system_score_gemma":0.00005611727,"threshold_uncertainty_score":0.9999368},"labels":[],"label_agreement":null},{"id":"W4235677831","doi":"10.1146/annurev-cp-6-030910-100001","title":"Preface by Editors","year":2010,"lang":"en","type":"article","venue":"Annual Review of Clinical Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"John Simon Guggenheim Memorial Foundation; William K. Warren Foundation","keywords":"Depression (economics); Psychology; Psychiatry; Public health; Psychotherapist; Clinical psychology; Medicine; Nursing","score_opus":0.10528107793716257,"score_gpt":0.5910586919879354,"score_spread":0.4857776140507728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235677831","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3563592,0.09301649,0.00006023071,0.030472375,0.09449012,0.0025086275,0.00045586572,0.00016838161,0.4224687],"genre_scores_gemma":[0.74382156,0.10360518,0.0014096156,0.112480946,0.01599857,0.0004822432,0.0003827312,0.00013578357,0.021683373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99669737,0.00045006012,0.0017141383,0.0005543597,0.00020264178,0.0003814297],"domain_scores_gemma":[0.997432,0.0007540973,0.0006206398,0.00081006135,0.00012436729,0.0002588447],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019785718,0.00019439017,0.00087923656,0.00003661941,0.00005105738,0.0000027669566,0.0005238478,0.00039298722,0.009026314],"category_scores_gemma":[0.0005397852,0.00014788425,0.00029159457,0.00018193388,0.00035253624,0.00008865502,0.000056271543,0.00075300346,0.0018601066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007891165,0.00080368074,0.0068225716,0.0003913962,0.00004410746,0.0000051999937,0.00003127482,6.181096e-10,0.000018058263,0.0007736414,0.72885126,0.26217988],"study_design_scores_gemma":[0.0010928228,0.00069060945,0.04708978,0.00040014368,0.000051610572,0.000012099023,0.000019904503,8.009063e-8,0.000013688074,0.00034303562,0.9501511,0.00013513598],"about_ca_topic_score_codex":0.00006192022,"about_ca_topic_score_gemma":0.0000104245055,"teacher_disagreement_score":0.40078533,"about_ca_system_score_codex":0.0000035084604,"about_ca_system_score_gemma":0.000022254722,"threshold_uncertainty_score":0.99891704},"labels":[],"label_agreement":null},{"id":"W4236268103","doi":"10.1007/978-3-319-69909-7_1791-2","title":"Mental Illness","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Vancouver Island University","funders":"","keywords":"Mental illness; Medicine; Psychology; Psychiatry; Mental health","score_opus":0.04985997516755309,"score_gpt":0.3695137081044215,"score_spread":0.31965373293686844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236268103","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000317398,0.0025654454,0.0000038381604,0.00030833902,0.0032021059,0.00036798403,0.0000616083,0.00007405593,0.9930992],"genre_scores_gemma":[0.005310507,0.00017531158,0.000039720453,0.0009019263,0.00032976407,0.000036062043,0.00056308665,0.000053230477,0.99259037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894965,0.000012382953,0.00024127343,0.00040181278,0.00016312006,0.00023176329],"domain_scores_gemma":[0.999409,0.000027054646,0.0000897085,0.00035028192,0.000020242114,0.00010372246],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000042244996,0.0002580251,0.0002881701,0.00006223335,0.00013022729,0.000022479586,0.00013825017,0.00028939833,0.25439614],"category_scores_gemma":[4.5019962e-7,0.00021981694,0.00012615477,0.000012513883,0.00004021258,0.000030885345,0.00007519126,0.00018693658,0.007028576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028148173,0.00006725616,0.0000299984,0.000033513574,0.00016717993,0.00027569573,0.00023382084,3.6835792e-9,0.0000012151904,0.7567609,0.100724354,0.1416779],"study_design_scores_gemma":[0.0005273438,0.000057218964,0.00008198822,0.00007679398,0.000043522785,0.000039761057,0.00014759938,2.085356e-7,0.000035336598,0.0025487961,0.99613875,0.000302653],"about_ca_topic_score_codex":0.00008266486,"about_ca_topic_score_gemma":0.000052592186,"teacher_disagreement_score":0.8954144,"about_ca_system_score_codex":0.00008765503,"about_ca_system_score_gemma":0.000015747448,"threshold_uncertainty_score":0.99374455},"labels":[],"label_agreement":null},{"id":"W4236769531","doi":"10.32920/ryerson.14668134","title":"Mental health stigma on campus: the promotion of mental wellbeing to Ryerson students","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mental health; Stigma (botany); Psychology; Rhetoric; Social psychology; Psychiatry","score_opus":0.053690792923162804,"score_gpt":0.4377886550762338,"score_spread":0.384097862153071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236769531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763407,0.0005449008,0.000038413797,0.008659872,0.0047020065,0.0043231794,0.00021841825,0.00006039729,0.005112114],"genre_scores_gemma":[0.98999536,0.00011612126,0.0003103607,0.0018825851,0.0001716288,0.00035924063,0.00068883697,0.000041193358,0.0064346767],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968559,0.0004505513,0.00068841263,0.00077842106,0.0007299369,0.0004967607],"domain_scores_gemma":[0.9985654,0.000053621243,0.0004326607,0.0006979604,0.000037792495,0.00021256585],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054912467,0.00037696044,0.00052253605,0.0001452629,0.00041103986,0.00007254532,0.0006355845,0.00018365071,0.0021981918],"category_scores_gemma":[0.0000058287405,0.00026532382,0.000166166,0.0001614336,0.000044793338,0.000049825372,0.00073104363,0.00045365136,0.00015397432],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024482491,0.026068099,0.18942942,0.0029998994,0.0031737373,0.00012103804,0.20858425,0.00009398357,0.0005556097,0.0037025877,0.18798412,0.374839],"study_design_scores_gemma":[0.01224682,0.009514219,0.8567315,0.009023044,0.00029118964,0.000071389455,0.089804,0.00016136792,0.009894826,0.00046899976,0.009464831,0.002327828],"about_ca_topic_score_codex":0.0037072462,"about_ca_topic_score_gemma":0.00054030924,"teacher_disagreement_score":0.6673021,"about_ca_system_score_codex":0.00060221174,"about_ca_system_score_gemma":0.000079137695,"threshold_uncertainty_score":0.9999799},"labels":[],"label_agreement":null},{"id":"W4237251694","doi":"10.1177/070674370404900208","title":"Prevalence and Incidence Studies of Mood Disorders: A Systematic Review of the Literature","year":2004,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":527,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Mood disorders; Incidence (geometry); Dysthymic Disorder; Prevalence; Population; Mood; Systematic review; Epidemiology; Depression (economics); Psychiatry; Demography; MEDLINE; Major depressive disorder; Anxiety; Internal medicine; Environmental health","score_opus":0.03768812743019321,"score_gpt":0.3878799347501402,"score_spread":0.350191807319947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237251694","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008186133,0.99431217,1.9458665e-7,0.0016629312,0.0018332102,0.0017735304,0.00008465114,0.0000012460492,0.00025022248],"genre_scores_gemma":[0.0015738267,0.9978099,0.00005064617,0.0001580254,0.00010866803,0.00004364789,0.0000012899984,0.000019237368,0.00023476778],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99710405,0.00075415947,0.0015081748,0.0001505028,0.00025560605,0.0002275299],"domain_scores_gemma":[0.9959648,0.00021155887,0.0029165123,0.0005836789,0.00016002082,0.00016340474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011120597,0.000281231,0.0017966899,0.0001569659,0.00020010644,0.000020524567,0.0009279791,0.00014001115,0.000051915005],"category_scores_gemma":[0.00015491726,0.00012405084,0.00047721522,0.00047675404,0.00028440673,0.00007222056,0.000033352335,0.0005366668,0.000003336194],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002734239,0.00002487871,0.0005689541,0.9921587,0.00051781855,0.0000026825087,0.0010103909,3.9019906e-8,9.574203e-10,0.0023606073,0.00040975213,0.002943452],"study_design_scores_gemma":[0.00015704967,0.0001291822,0.0002672955,0.9916207,0.0034239995,0.00047317287,0.00025108998,8.90387e-9,1.7533344e-8,0.002825341,0.0007542345,0.000097894575],"about_ca_topic_score_codex":0.0009672689,"about_ca_topic_score_gemma":0.03746287,"teacher_disagreement_score":0.0364956,"about_ca_system_score_codex":0.00015338344,"about_ca_system_score_gemma":0.0016064404,"threshold_uncertainty_score":0.9801009},"labels":[],"label_agreement":null},{"id":"W4237384879","doi":"10.32920/16635889.v1","title":"The Realities Of Schizophrenia For Black African Families Navigating Greater Toronto's Mental Health Services","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation","funders":"","keywords":"Mental health; Psychology; Racism; Gender studies; Psychiatry; Medicine; Sociology","score_opus":0.0326873833372308,"score_gpt":0.37657677726819855,"score_spread":0.34388939393096774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237384879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9528225,0.009831527,0.000024844789,0.0029071702,0.0023653463,0.0025798678,0.0007490863,0.000099315424,0.028620334],"genre_scores_gemma":[0.990277,0.0014262098,0.0015875649,0.00048378247,0.0002902342,0.0006058481,0.0011072026,0.000049657545,0.004172499],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99748737,0.00024112666,0.0008392796,0.0005908853,0.00026111823,0.00058022514],"domain_scores_gemma":[0.9982218,0.00020874526,0.0006355411,0.0007115153,0.000099305245,0.00012308345],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044488377,0.00037456612,0.0006218214,0.00002242454,0.0005523399,0.00015610865,0.00050964096,0.00019492966,0.00066501007],"category_scores_gemma":[0.0000026402263,0.00025015586,0.00023097753,0.000053191896,0.00016936098,0.000111587324,0.0004667858,0.00025751977,0.000007750108],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004288272,0.0011137684,0.011055834,0.01935513,0.0030458043,0.000013637639,0.42395648,0.00001435126,0.000058989262,0.042242985,0.012375486,0.48247924],"study_design_scores_gemma":[0.0055191377,0.0012415802,0.025785267,0.005149076,0.00019873842,0.000015220456,0.9457898,0.00039220616,0.0016214172,0.0036843221,0.009424219,0.0011790246],"about_ca_topic_score_codex":0.08177087,"about_ca_topic_score_gemma":0.034732178,"teacher_disagreement_score":0.5218333,"about_ca_system_score_codex":0.00029819907,"about_ca_system_score_gemma":0.0001067452,"threshold_uncertainty_score":0.99999505},"labels":[],"label_agreement":null},{"id":"W4238954109","doi":"10.22215/etd/2006-10762","title":"The stigma of mental illness: an inquiry into the Toronto Mental Health Court and wheather it reduces the stigma of mental illness for those accused of crimes","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Canadian Heritage","funders":"","keywords":"Stigma (botany); Mental illness; Mental health; Psychiatry; Psychology; Criminology","score_opus":0.04759452561005617,"score_gpt":0.42826822442052215,"score_spread":0.380673698810466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238954109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9665035,0.01822897,0.0000054361394,0.0020949612,0.0033805065,0.005006059,0.00052404177,0.000029294404,0.0042272527],"genre_scores_gemma":[0.98488873,0.002408794,0.00011158743,0.00029028146,0.0002457292,0.0007442423,0.0024494762,0.0000915714,0.00876959],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99618316,0.0005333286,0.0014095727,0.000638991,0.0006521591,0.0005828101],"domain_scores_gemma":[0.99707294,0.0004918958,0.0013940535,0.0007520986,0.00015290765,0.00013610466],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001148614,0.0005996169,0.0008840137,0.0000820436,0.0015769503,0.00006527163,0.0008900117,0.00029084386,0.0005667246],"category_scores_gemma":[0.000014559861,0.00030430566,0.00024286138,0.00013826368,0.0006573601,0.00031159294,0.00009453204,0.00020725478,0.0000021274152],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068898303,0.002707413,0.0010668408,0.001149191,0.0011889382,0.0000012196499,0.5567651,9.109597e-7,0.0037940326,0.006228253,0.09256392,0.32764435],"study_design_scores_gemma":[0.0048774644,0.0021596365,0.014671532,0.0007052813,0.00031369482,0.000008517758,0.9180512,0.000040380924,0.044990435,0.00061903533,0.012911626,0.0006512011],"about_ca_topic_score_codex":0.030530028,"about_ca_topic_score_gemma":0.034693904,"teacher_disagreement_score":0.3612861,"about_ca_system_score_codex":0.00028079105,"about_ca_system_score_gemma":0.00019466269,"threshold_uncertainty_score":0.99994093},"labels":[],"label_agreement":null},{"id":"W4239390316","doi":"10.1016/s2215-0366(14)00016-9","title":"Graham Thornicroft","year":2014,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Conversation; Global mental health; Quarter (Canadian coin); Health care; Psychology; Action (physics); Mental health care; Public relations; Medicine; Psychiatry; Political science; Law; History","score_opus":0.03676571284897371,"score_gpt":0.3701102944122839,"score_spread":0.33334458156331015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239390316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5828437,0.0017299615,0.00017929968,0.029703792,0.0077909683,0.00034619693,0.000010447376,0.00019054233,0.3772051],"genre_scores_gemma":[0.9797674,0.000025372015,0.0005064178,0.008841153,0.0037246326,0.0000665554,0.000012396316,0.000020664016,0.0070354263],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99895763,0.00017089659,0.00016709648,0.0002109316,0.00010427265,0.00038914933],"domain_scores_gemma":[0.99910486,0.00007372396,0.000079472666,0.0006723102,0.000008841023,0.000060777795],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040582925,0.000121722274,0.00019121301,0.0000247151,0.00025141975,0.000025173977,0.00040770866,0.00006197752,0.001431148],"category_scores_gemma":[0.000004772821,0.00007259301,0.000059608534,0.00011677613,0.00005352574,0.000036879414,0.000035449735,0.00018645266,0.0026790362],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020765713,0.00024039802,0.16139407,0.000043495955,0.00006771345,0.0000012405071,0.00058878725,5.688396e-7,0.000012356496,0.28239217,0.49289346,0.062158063],"study_design_scores_gemma":[0.0025423232,0.00022173159,0.4995764,0.00004540009,0.00005021759,0.000026349628,0.0003501823,0.000019030318,0.000025959554,0.04972715,0.44716406,0.000251208],"about_ca_topic_score_codex":0.00007182141,"about_ca_topic_score_gemma":0.000061022653,"teacher_disagreement_score":0.3969237,"about_ca_system_score_codex":0.000011249924,"about_ca_system_score_gemma":0.000007806366,"threshold_uncertainty_score":0.9994817},"labels":[],"label_agreement":null},{"id":"W4239418051","doi":"10.24124/2010/bpgub1444","title":"Examining challenges, barriers and strengths in the implementaion of an early intervention program in northern British Columbia for people with psychosis","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Practicum; Intervention (counseling); Psychology; Flexibility (engineering); Focus group; Mental health; Theme (computing); Shadow (psychology); Medical education; Medicine; Psychiatry; Psychotherapist; Pedagogy; Sociology; Management","score_opus":0.02737924450653902,"score_gpt":0.380564700438222,"score_spread":0.353185455931683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239418051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99476594,0.00046861166,8.711764e-7,0.000021186068,0.00022823573,0.0031552196,0.000059228732,0.000019259012,0.0012814752],"genre_scores_gemma":[0.9937981,0.00011408317,0.00019229858,0.000011767565,0.000029212413,0.003321711,0.001742199,0.000033347776,0.0007573231],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99859416,0.00012822698,0.00045110064,0.0004156148,0.00013819535,0.00027270807],"domain_scores_gemma":[0.9993291,0.00009194573,0.00027057572,0.00020410922,0.000043201104,0.000061074985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039618212,0.00015103164,0.00030188024,0.0000952316,0.00009063601,0.00011146865,0.00017497108,0.00022596512,0.00029907405],"category_scores_gemma":[0.000008326655,0.00015615545,0.000039103626,0.00013543807,0.000022132783,0.00013960627,0.0000073174756,0.00023616213,4.7526277e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023053968,0.00052743015,0.3716188,0.00030202724,0.000028102442,0.0000032914777,0.0068727513,1.3931475e-8,0.0000012269843,0.000017773693,0.000031339594,0.6203667],"study_design_scores_gemma":[0.002913283,0.0026148628,0.918516,0.0003679123,0.000039889983,0.0000031008485,0.0751886,0.0000046462897,0.0000053205013,0.00008472698,0.00011407294,0.00014762807],"about_ca_topic_score_codex":0.28667474,"about_ca_topic_score_gemma":0.9973615,"teacher_disagreement_score":0.71068674,"about_ca_system_score_codex":0.000030357,"about_ca_system_score_gemma":0.000012875872,"threshold_uncertainty_score":0.7180754},"labels":[],"label_agreement":null},{"id":"W4239459019","doi":"10.1186/s13011-019-0233-2","title":"Correction to: Concurrent psychiatry for patients enrolled in opioid agonist treatment: a propensity score matched cohort study in Ontario Canada","year":2019,"lang":"en","type":"erratum","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Centre on Substance Use and Addiction; Lakehead University; Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; NOSM University; Laurentian University","funders":"","keywords":"Propensity score matching; Psychiatry; Cohort; Opioid; Medicine; Agonist; Psychology; Internal medicine","score_opus":0.037866564400195334,"score_gpt":0.34196210022533163,"score_spread":0.3040955358251363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239459019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431326,0.00081578654,0.0000017516288,0.00011299234,0.032076236,0.02013819,0.00022098477,0.000037939317,0.0034635484],"genre_scores_gemma":[0.6586557,0.00061689434,0.000014095295,0.00013716263,0.00031294656,0.0061478,0.0031896967,0.00007405299,0.33085164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996121,0.00031440603,0.0010499012,0.0013164494,0.00034465897,0.0008535881],"domain_scores_gemma":[0.9983716,0.000076941804,0.000550177,0.0006425719,0.000088221655,0.00027051603],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018358197,0.00088459335,0.0014308438,0.000546564,0.00025034638,0.0000856244,0.00020133056,0.0003120269,0.00025919033],"category_scores_gemma":[0.000008151115,0.0007583498,0.00019738087,0.0004593583,0.00003275058,0.00015598457,0.000019293011,0.00036597354,0.000037602473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012369729,0.008429284,0.9315856,0.00010278185,0.00039704243,0.00002236068,0.010103348,0.0000027511742,1.3286139e-7,0.00004464812,0.039304033,0.008771033],"study_design_scores_gemma":[0.01949486,0.005031831,0.95629984,0.00071046385,0.00026937886,0.0000027705685,0.0005987755,0.0000057263132,0.000002118163,0.0000439406,0.016986718,0.00055358507],"about_ca_topic_score_codex":0.9527522,"about_ca_topic_score_gemma":0.99949086,"teacher_disagreement_score":0.3273881,"about_ca_system_score_codex":0.010515719,"about_ca_system_score_gemma":0.0026467028,"threshold_uncertainty_score":0.99948674},"labels":[],"label_agreement":null},{"id":"W4240005820","doi":"10.3410/f.13853962.15292062","title":"Faculty Opinions recommendation of Acute-phase and 1-year follow-up results of a randomized controlled trial of CBT versus Befriending for first-episode psychosis: the ACE project.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Randomized controlled trial; Psychosis; Phase (matter); Medicine; Acute Psychosis; Psychology; Psychiatry; Family medicine; Physical therapy; Internal medicine; Physics","score_opus":0.06700126532891433,"score_gpt":0.4544659693437127,"score_spread":0.3874647040147984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240005820","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019833049,0.0016335594,0.000022960685,0.07210994,0.0037843261,0.017124567,0.9052019,0.000016126003,0.0000867688],"genre_scores_gemma":[0.00021704793,0.00091413525,0.00037107355,0.00039231518,0.0003473659,0.005549777,0.9914474,0.000026011081,0.00073490525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932708,0.0013737711,0.0033650177,0.00060465746,0.0009795233,0.00040622838],"domain_scores_gemma":[0.98901874,0.0020382027,0.00498553,0.0012732424,0.002498305,0.00018597337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005121972,0.00053102284,0.0028295922,0.00038478457,0.00029887824,0.000054638345,0.0011175618,0.00066089403,0.00021363478],"category_scores_gemma":[0.007199743,0.00027247085,0.0013714399,0.0011207205,0.0005273824,0.00023287571,0.0002223875,0.0005445589,0.0000056878935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.24325112,0.0011460636,8.643963e-7,0.0032731025,0.0012304564,4.4786358e-8,0.0005336577,4.988951e-9,2.3904445e-7,0.00049354555,0.74893844,0.0011324405],"study_design_scores_gemma":[0.4057979,0.0006157226,0.000012280944,0.0031078674,0.0014390369,0.0000029791668,0.00008120125,0.0000029368978,0.00000491667,0.000011959978,0.58879304,0.00013014226],"about_ca_topic_score_codex":0.00021559601,"about_ca_topic_score_gemma":0.000022452601,"teacher_disagreement_score":0.1625468,"about_ca_system_score_codex":0.00006871841,"about_ca_system_score_gemma":0.00013597534,"threshold_uncertainty_score":0.99997276},"labels":[],"label_agreement":null},{"id":"W4240111046","doi":"10.32920/ryerson.14657376","title":"Examining the Effectiveness of Psychotherapy Provided at a Canadian University Counselling Centre : Preliminary Results","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mental health; Medicine; Clinical psychology; Psychiatry; Psychology; Psychotherapist; Family medicine","score_opus":0.044090093450397654,"score_gpt":0.3155289450266491,"score_spread":0.2714388515762514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240111046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590814,0.0013094948,0.00007761439,0.00044523168,0.0012514659,0.0019586873,0.00019593815,0.000042561966,0.03563758],"genre_scores_gemma":[0.98820806,0.00048957113,0.00010629763,0.00011276125,0.00005415742,0.000023011036,0.0003994287,0.00002821098,0.010578495],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99709517,0.0012778435,0.00031671664,0.0007104348,0.0001820157,0.00041785013],"domain_scores_gemma":[0.99772084,0.00092075305,0.00026614248,0.0008043507,0.000104931016,0.00018297926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008937407,0.00027778326,0.00039136616,0.00013465763,0.0003090988,0.000028976605,0.0004481532,0.0003337062,0.0008261851],"category_scores_gemma":[0.000006242351,0.00021851729,0.000114048285,0.00018471299,0.0000712224,0.00004404189,0.00006553048,0.00036960468,0.000024854675],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.24703419,0.0069560884,0.18992566,0.018240968,0.011771105,0.00968114,0.2724622,0.0030482472,0.0010010931,0.02442102,0.038730793,0.17672752],"study_design_scores_gemma":[0.03126492,0.003345299,0.8551489,0.011886872,0.0012555599,0.00016881093,0.046866514,0.0010620035,0.005433109,0.0020982153,0.03808255,0.0033872447],"about_ca_topic_score_codex":0.20277038,"about_ca_topic_score_gemma":0.20362225,"teacher_disagreement_score":0.66522324,"about_ca_system_score_codex":0.00047744138,"about_ca_system_score_gemma":0.0003173614,"threshold_uncertainty_score":0.90461475},"labels":[],"label_agreement":null},{"id":"W4240631721","doi":"10.21203/rs.3.rs-244556/v1","title":"Feasibility and Acceptability of Brief Individual Interpersonal Psychotherapy Among University Students with Mental Distress in Ethiopia","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Addis Ababa University","keywords":"Wilcoxon signed-rank test; Clinical psychology; Attrition; Mental health; Checklist; Distress; Psychology; Test (biology); Medicine; Mann–Whitney U test; Psychiatry","score_opus":0.1020580180417247,"score_gpt":0.4744614580373509,"score_spread":0.3724034399956262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240631721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943559,0.0009116276,0.000007898624,0.00016182536,0.00019560866,0.002289958,0.0009575565,0.00001942782,0.0011001974],"genre_scores_gemma":[0.99858165,0.0004004842,0.00009470941,0.000012116196,0.00003280442,0.000061474166,0.0004501179,0.000022728187,0.00034394706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99492186,0.0018189807,0.00036704767,0.0011035007,0.0012195145,0.00056910794],"domain_scores_gemma":[0.9984067,0.00027529377,0.00016139707,0.0007365184,0.00018368951,0.00023641792],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016821454,0.00028514268,0.0005330707,0.00029971852,0.00018662155,0.000120160505,0.0007759153,0.00038294203,0.002547534],"category_scores_gemma":[0.000016817448,0.00025977724,0.00010065269,0.0004072818,0.0008227066,0.000156994,0.00084053737,0.0016000567,0.0000026099838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020538834,0.0023776721,0.9649558,0.0008808893,0.00019283184,0.00011560201,0.017100217,5.942592e-7,0.0000032920059,0.00008214237,0.000055346005,0.012181718],"study_design_scores_gemma":[0.0037774749,0.00039948765,0.97375774,0.0005540182,0.00001585494,0.0000026624998,0.021109654,0.0000055609685,0.00003915215,0.000108936,0.00004492735,0.00018449867],"about_ca_topic_score_codex":0.009148199,"about_ca_topic_score_gemma":0.013994296,"teacher_disagreement_score":0.011997219,"about_ca_system_score_codex":0.0005540236,"about_ca_system_score_gemma":0.00015935213,"threshold_uncertainty_score":0.99998546},"labels":[],"label_agreement":null},{"id":"W4240883798","doi":"10.1211/pj.2019.20206034","title":"What could UK pharmacy teams learn about suicide prevention from North America?","year":2019,"lang":"en","type":"article","venue":"Pharmaceutical journal/˜The œpharmaceutical journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Medicine; Family medicine; Medical emergency","score_opus":0.09084082197184182,"score_gpt":0.46667430054188114,"score_spread":0.37583347857003935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240883798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91786945,0.033546675,0.0018508061,0.017080842,0.022179417,0.0020239041,0.00006990546,0.00019597552,0.0051830015],"genre_scores_gemma":[0.94362277,0.02443465,0.0003844978,0.01887419,0.005561808,0.00007949464,0.00007431755,0.00019707353,0.006771178],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98928404,0.0024797465,0.0023797501,0.0010274572,0.0021489095,0.0026800875],"domain_scores_gemma":[0.9932265,0.0014188787,0.0012073551,0.00074497325,0.0004659743,0.0029362922],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023254666,0.0010455914,0.0011644277,0.0003981088,0.0018030372,0.0020191385,0.0020696956,0.00029618983,0.07454666],"category_scores_gemma":[0.000086263906,0.00073222903,0.0010314484,0.00086640735,0.00060281396,0.0020938418,0.00040769615,0.007586483,0.009937664],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051454115,0.0026327842,0.119469725,0.0000884804,0.0025251713,0.0018656611,0.0024097643,0.0002047626,0.0022578307,0.00027234416,0.029926686,0.83320135],"study_design_scores_gemma":[0.024312824,0.0008654386,0.022449832,0.0007382917,0.0023175352,0.0069603086,0.004961321,0.0065209847,0.0018979372,0.0028232026,0.9244511,0.0017011906],"about_ca_topic_score_codex":0.000104203486,"about_ca_topic_score_gemma":0.000025732372,"teacher_disagreement_score":0.89452446,"about_ca_system_score_codex":0.0007693238,"about_ca_system_score_gemma":0.00031845915,"threshold_uncertainty_score":0.99951285},"labels":[],"label_agreement":null},{"id":"W4241162701","doi":"10.1007/978-3-030-24448-4_6","title":"Productive Paranoia","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Publication; Plan (archaeology); Schedule; Multitude; Paranoia; Feeling; Value (mathematics); Public relations; Foundation (evidence); Business; Political science; Computer science; Psychology; Management; Social psychology; Advertising; Law; History; Economics","score_opus":0.05589788202347627,"score_gpt":0.3685943274152797,"score_spread":0.3126964453918034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241162701","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020340405,0.0011277405,0.0000036866625,0.00028179708,0.002262827,0.0010758854,0.000028480197,0.00007499724,0.9949412],"genre_scores_gemma":[0.005491862,0.000033595898,0.00004144178,0.0004450259,0.00041821995,0.000031689346,0.000111190195,0.000051255596,0.9933757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895155,0.000010307892,0.00020663241,0.00048310595,0.0001286063,0.00021976589],"domain_scores_gemma":[0.9992751,0.00003119587,0.000121566765,0.00048537052,0.000027084981,0.00005969508],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005335341,0.00024897922,0.00029261402,0.000073341456,0.00005030191,0.000010572096,0.00014471111,0.0002651051,0.072708026],"category_scores_gemma":[7.7455223e-7,0.0001929551,0.00008727767,0.000009571016,0.00003859151,0.000037078902,0.00003597128,0.00020618667,0.04624565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008825798,0.000050764804,0.00009819589,0.00005521637,0.00016779455,0.000031259024,0.00016443637,2.2400773e-8,6.5762964e-7,0.87013066,0.08236683,0.046845887],"study_design_scores_gemma":[0.00064774015,0.00023201948,0.00075166806,0.00007512575,0.00007363776,0.000013777863,0.00002967187,2.008093e-7,0.000022471599,0.01626011,0.9815474,0.0003461514],"about_ca_topic_score_codex":0.00006056805,"about_ca_topic_score_gemma":0.000015632582,"teacher_disagreement_score":0.8991806,"about_ca_system_score_codex":0.000060233044,"about_ca_system_score_gemma":0.000022876722,"threshold_uncertainty_score":0.954497},"labels":[],"label_agreement":null},{"id":"W4241665713","doi":"10.7748/nop.15.10.8.s9","title":"Identification of psychological morbidity in older people in primary care by practice nurses","year":2004,"lang":"en","type":"article","venue":"Nursing Older People","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary care; Older people; Quarter (Canadian coin); Medicine; Primary health care; General practice; Identification (biology); Family medicine; Psychology; Nursing; Gerontology; Environmental health","score_opus":0.028168372823088678,"score_gpt":0.41088970130823455,"score_spread":0.38272132848514584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241665713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98646545,0.0017348509,0.00013037692,0.001346536,0.0013144538,0.0008806493,0.000031396954,0.00004609391,0.0080501605],"genre_scores_gemma":[0.99880135,0.000051070823,0.0001810453,0.00024298251,0.000049837865,0.00013760346,0.00021443986,0.000023645769,0.000297995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799025,0.0002045353,0.000595306,0.00052879745,0.00026721435,0.0004139207],"domain_scores_gemma":[0.9990609,0.00013167638,0.0002689302,0.00039752966,0.00006388156,0.00007703568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025307955,0.00019129887,0.00033720583,0.0001826272,0.00008879314,0.000027039467,0.0002165271,0.00020986002,0.00022287274],"category_scores_gemma":[0.000031517655,0.0001897561,0.000055197735,0.0006082756,0.00007092711,0.0003248222,0.00001536841,0.00026712666,0.00007761161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011319201,0.028104967,0.59578323,0.00062091526,0.000039854054,0.00007364881,0.25529608,0.00011899451,0.004519028,0.0015557712,0.010184683,0.10257088],"study_design_scores_gemma":[0.0033709262,0.0001639236,0.9863293,0.0002996134,0.000027629756,0.000023978622,0.007969026,0.0000037409693,0.0012771068,0.0002803199,0.00007755176,0.00017685941],"about_ca_topic_score_codex":0.0027941403,"about_ca_topic_score_gemma":0.0012319961,"teacher_disagreement_score":0.39054605,"about_ca_system_score_codex":0.0005973654,"about_ca_system_score_gemma":0.00003728826,"threshold_uncertainty_score":0.77380294},"labels":[],"label_agreement":null},{"id":"W4242762283","doi":"10.4324/9781315147079-10","title":"Tackling mental health: the role of professional football clubs","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Football; Mental health; Psychology; Business; Public relations; Political science; Psychiatry; Law","score_opus":0.038925870890944576,"score_gpt":0.38256368729908896,"score_spread":0.3436378164081444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242762283","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018952816,0.0049504465,0.0000025741215,0.002020832,0.0021892397,0.001382436,0.00013656382,0.00004471398,0.98737794],"genre_scores_gemma":[0.020955153,0.00012371552,0.00013739923,0.0016719514,0.0005923874,0.000058961316,0.00026703958,0.000056219797,0.97613716],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828863,0.000056543733,0.0005914231,0.00037332132,0.00033334218,0.0003567336],"domain_scores_gemma":[0.998831,0.000089211746,0.0004993788,0.000414474,0.00004971667,0.000116262374],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028433127,0.00029329403,0.00039684103,0.00008020389,0.00033592075,0.000010190665,0.00034617583,0.00027382077,0.04569466],"category_scores_gemma":[0.0000010641027,0.00017495737,0.00015122475,0.000020867335,0.00016226113,0.000037418064,0.000139907,0.00030473224,0.0014684408],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047137454,0.0004169454,0.00039706717,0.00016510386,0.00043382205,0.0000054980605,0.005096228,3.025347e-8,0.000012503148,0.58142436,0.25229412,0.15928297],"study_design_scores_gemma":[0.00076918525,0.0005511328,0.00030804152,0.0003999636,0.000030654825,0.00001472541,0.0009424309,0.000005128711,0.000085194246,0.023272114,0.9733851,0.00023634711],"about_ca_topic_score_codex":0.00028916,"about_ca_topic_score_gemma":0.0001677097,"teacher_disagreement_score":0.721091,"about_ca_system_score_codex":0.00011241772,"about_ca_system_score_gemma":0.00008157426,"threshold_uncertainty_score":0.999309},"labels":[],"label_agreement":null},{"id":"W4243611554","doi":"10.24124/2020/59087","title":"What are the impacts when primary care providers diminish stigma for patients with opioid use disorder in British Columbia?","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Opioid use disorder; Stigma (botany); Health care; Medicine; Psychiatry; Social stigma; Opioid overdose; Public health; Psychology; Nursing; Family medicine; Political science; Opioid","score_opus":0.01712658697325666,"score_gpt":0.30244942615472314,"score_spread":0.2853228391814665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243611554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868077,0.0020250103,0.000001623166,0.00019899652,0.0016575642,0.007495692,0.00042674664,0.000059833295,0.0013268391],"genre_scores_gemma":[0.92814875,0.0003458682,0.00017462442,0.0021588453,0.00011472247,0.0035321433,0.03845837,0.00016628446,0.026900407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979876,0.00008783338,0.00043592343,0.0006757068,0.00031235695,0.0005005445],"domain_scores_gemma":[0.99880254,0.00019354507,0.00036687145,0.0003234225,0.00016460213,0.00014900485],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000044058215,0.00029214626,0.00046918995,0.000047798574,0.00031935712,0.0012714021,0.0003010113,0.00029003446,0.00040182876],"category_scores_gemma":[0.000025845755,0.00028710064,0.00009873557,0.00014783035,0.000040152823,0.000761027,0.000029673474,0.0002844436,0.000015024094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008005145,0.00057715795,0.85712206,0.0021374105,0.00012616652,0.000027650489,0.014207795,2.1461537e-7,8.6643276e-8,0.0000045968955,0.019224921,0.10577145],"study_design_scores_gemma":[0.003991329,0.0006237299,0.9165364,0.0013126163,0.000104487546,8.0964776e-7,0.072207734,9.817256e-7,8.751609e-7,0.0000457515,0.0048230034,0.00035228083],"about_ca_topic_score_codex":0.046922572,"about_ca_topic_score_gemma":0.7095941,"teacher_disagreement_score":0.6626715,"about_ca_system_score_codex":0.00021130506,"about_ca_system_score_gemma":0.00013227183,"threshold_uncertainty_score":0.9999581},"labels":[],"label_agreement":null},{"id":"W4243997948","doi":"10.1176/ps.2008.59.3.283","title":"Perceived Unmet Need for Mental Health Care for Canadians With Co-occurring Mental and Substance Use Disorders","year":2008,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Substance use; Psychiatry; Mental health care; Medicine; Psychology","score_opus":0.01969248005881376,"score_gpt":0.3260845218243654,"score_spread":0.3063920417655517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243997948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869017,0.005535641,0.00003404396,0.0018765146,0.0007928408,0.003015722,0.0013777664,0.00006272393,0.00040307295],"genre_scores_gemma":[0.99155724,0.00033876998,0.002878989,0.003406402,0.00015171163,0.0005081383,0.0008476835,0.00005463852,0.00025643824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840784,0.000041082432,0.00028671365,0.0005041774,0.00014490954,0.0006152888],"domain_scores_gemma":[0.9992132,0.000083478655,0.0001825878,0.00021493298,0.000031081865,0.00027471408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000064410706,0.00026709464,0.0003041972,0.00014919715,0.0012069033,0.000039651648,0.0001745661,0.00006983429,0.00004678726],"category_scores_gemma":[5.707467e-7,0.0002328211,0.000065764594,0.00020192,0.000051908028,0.00023273134,0.000009059879,0.00007365208,0.0000050753083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016653455,0.00032565647,0.9067388,0.0010745687,0.00018982938,0.0000025234224,0.07774355,0.0000021183032,0.000004225581,0.00040128632,0.0067906203,0.0050614513],"study_design_scores_gemma":[0.022758527,0.0034646245,0.7742336,0.00011061472,0.00015986021,0.00007893058,0.11594622,0.00028191713,0.000010968553,0.00011052823,0.08170353,0.0011407266],"about_ca_topic_score_codex":0.03653782,"about_ca_topic_score_gemma":0.18977392,"teacher_disagreement_score":0.1532361,"about_ca_system_score_codex":0.00017196474,"about_ca_system_score_gemma":0.000062777035,"threshold_uncertainty_score":0.96987796},"labels":[],"label_agreement":null},{"id":"W4244175840","doi":"10.1007/978-3-030-48277-0_55-1","title":"Stigma, Discrimination, and Human Rights Violations of People Living with Mental Illness in India","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Research Canada","funders":"","keywords":"Mental illness; Stigma (botany); Mental health; Human rights; Caste; Psychiatry; Psychology; Middle Eastern Mental Health Issues & Syndromes; Social stigma; Criminology; Medicine; Political science","score_opus":0.021121055863921698,"score_gpt":0.3226157275139655,"score_spread":0.3014946716500438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244175840","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3855651,0.00025033922,0.000010564587,0.000031285002,0.00014902417,0.00047465766,0.00004528957,0.000014498893,0.6134592],"genre_scores_gemma":[0.75605685,0.000012164475,0.000045132932,0.000016957401,0.00002920312,0.00003634642,0.00028074416,0.000018704886,0.24350393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99902207,0.00002914573,0.00032575458,0.00032138958,0.00014938097,0.00015224495],"domain_scores_gemma":[0.99945,0.00009013728,0.00017616432,0.00018844438,0.000036575264,0.00005867037],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007038568,0.00020484783,0.00031793598,0.00021273571,0.0002471809,0.000018166946,0.00007516279,0.00015295659,0.006660911],"category_scores_gemma":[9.3618445e-7,0.00015928787,0.000030826497,0.000045977096,0.00006438423,0.00009232656,0.00005383967,0.00014260043,0.000012639164],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021170154,0.00026289234,0.08005138,0.00019280046,0.00011267931,0.000028109149,0.007973392,1.0455196e-7,0.0000054035636,0.9087371,0.0003008379,0.002314087],"study_design_scores_gemma":[0.0012564051,0.00022639165,0.98898387,0.0012979726,0.00010940635,0.000021580978,0.0015910589,0.0000022132258,0.000031371772,0.0042268666,0.0018233638,0.00042947],"about_ca_topic_score_codex":0.0018379015,"about_ca_topic_score_gemma":0.014223011,"teacher_disagreement_score":0.9089325,"about_ca_system_score_codex":0.00006482547,"about_ca_system_score_gemma":0.0000141536275,"threshold_uncertainty_score":0.99424714},"labels":[],"label_agreement":null},{"id":"W4244384786","doi":"10.1177/1715163517735811","title":"Medical cannabis Q&amp;A","year":2017,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cannabis; Medical cannabis; Psychology; Medicine; Psychiatry","score_opus":0.08312319842576646,"score_gpt":0.39666013652148024,"score_spread":0.3135369380957138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244384786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9372332,0.0013766292,0.000026120835,0.0020759802,0.013699045,0.0004527896,0.000452022,0.000035840778,0.044648387],"genre_scores_gemma":[0.9743057,0.001084778,0.000050710547,0.005199724,0.0022116005,0.000045822304,0.000037433423,0.000061979525,0.017002264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964154,0.000190906,0.0006326113,0.00048476507,0.00069615594,0.0015801571],"domain_scores_gemma":[0.99300814,0.000057631343,0.0004463739,0.00066618,0.0002723267,0.005549338],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080715434,0.0003981856,0.00041006214,0.00026589356,0.004328494,0.00044972944,0.0018408592,0.00013397857,0.029115923],"category_scores_gemma":[0.00023508508,0.00039250476,0.00015509121,0.00017141335,0.00037802363,0.00045333026,0.00008402169,0.0009119457,0.0002872822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013476147,0.00009535419,0.01244986,0.000098049255,0.00028814722,0.184574,0.001241615,0.0000054785687,0.000046675643,0.00031814427,0.4076729,0.393075],"study_design_scores_gemma":[0.003648066,0.000041870375,0.0010294567,0.000034827324,0.000114215305,0.47336477,0.000014464692,0.00013176525,0.00018041578,0.00012943495,0.5206579,0.0006528201],"about_ca_topic_score_codex":0.37584168,"about_ca_topic_score_gemma":0.727193,"teacher_disagreement_score":0.39242217,"about_ca_system_score_codex":0.0023933048,"about_ca_system_score_gemma":0.0036395232,"threshold_uncertainty_score":0.99985266},"labels":[],"label_agreement":null},{"id":"W4244504524","doi":"10.1503/cmaj.050301","title":"Query","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Information retrieval; World Wide Web; Data science","score_opus":0.015003486640471174,"score_gpt":0.3346817362246862,"score_spread":0.31967824958421504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244504524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5967252,0.00097470445,0.00003209995,0.15330304,0.0046464326,0.00015183864,0.000018292618,0.00003545128,0.2441129],"genre_scores_gemma":[0.94724256,0.000042301494,0.000073356954,0.033181317,0.0051899636,0.0000089839605,0.000006862619,0.000010242297,0.014244437],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985334,0.00011906602,0.0002624308,0.00009033957,0.00055881427,0.00043593027],"domain_scores_gemma":[0.9982265,0.00007854803,0.00011004423,0.00006075297,0.000070057235,0.0014540751],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008446078,0.00006520294,0.00009922209,0.00010459519,0.0002824326,0.00004337957,0.00014634235,0.00023919473,0.07480451],"category_scores_gemma":[0.00012614453,0.000057557303,0.00004929707,0.00010055889,0.000012151503,0.00009920015,0.0000046835235,0.00049093703,0.0043653212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036708323,0.000034518536,0.046632227,0.0000010170886,0.00004228359,0.00019959177,0.00030220312,2.3260397e-7,2.645248e-7,0.0013152021,0.5117254,0.43974337],"study_design_scores_gemma":[0.00066907867,0.000023155882,0.06399892,0.000012552132,0.000006729122,0.00020069013,0.00022960018,0.000015954509,0.0000023458927,0.00009747667,0.9346778,0.00006570949],"about_ca_topic_score_codex":0.004056044,"about_ca_topic_score_gemma":0.0513069,"teacher_disagreement_score":0.43967766,"about_ca_system_score_codex":0.0010639651,"about_ca_system_score_gemma":0.0004840116,"threshold_uncertainty_score":0.9964099},"labels":[],"label_agreement":null},{"id":"W4244549374","doi":"10.21203/rs.3.rs-378195/v1","title":"Barriers and Facilitators to Implementing Measurement-based Care for Depression in Shanghai, China: A Situational Analysis","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"St. Jude Medical; H. Lundbeck A/S; University Health Network Foundation; Mitacs; Michael Smith Health Research BC","keywords":"Focus group; Situational ethics; Descriptive statistics; Situation analysis; Mental health; Nursing; Psychology; Medicine; Medical education; Knowledge management; Applied psychology; Business; Computer science; Psychiatry","score_opus":0.10775350604103597,"score_gpt":0.4873823852671686,"score_spread":0.37962887922613264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244549374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884259,0.0043402757,0.0013914377,0.0005500732,0.00016668405,0.0037350191,0.00085912994,0.000030160269,0.00050133385],"genre_scores_gemma":[0.9932178,0.000014594915,0.0007403543,0.000050919854,0.00007360227,0.0041589285,0.0016200572,0.000028710612,0.00009501273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99540824,0.00078019715,0.00048410994,0.0011136789,0.0012675978,0.0009462045],"domain_scores_gemma":[0.998008,0.00029251399,0.000098442375,0.00053701777,0.00062935665,0.00043463815],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027395622,0.00027177035,0.0005036132,0.0014044835,0.0005903512,0.00018748656,0.00029364374,0.0002502807,0.0012554097],"category_scores_gemma":[0.0004011655,0.00026362744,0.00022413016,0.0010502657,0.000045793076,0.00006496481,0.0005845254,0.00055253913,0.000007780124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045179474,0.00013076296,0.9498433,0.00247269,0.00055407756,0.000040198087,0.0120244045,0.00056321017,0.00008135032,0.00006106745,0.0004684328,0.03330874],"study_design_scores_gemma":[0.0026555941,0.00026640462,0.9530964,0.0010998412,0.00020905024,3.8044573e-7,0.039569985,0.0012816789,0.00044909524,0.00014241421,0.00080600736,0.00042314228],"about_ca_topic_score_codex":0.0042971596,"about_ca_topic_score_gemma":0.011691669,"teacher_disagreement_score":0.0328856,"about_ca_system_score_codex":0.00090682984,"about_ca_system_score_gemma":0.0003860068,"threshold_uncertainty_score":0.9999816},"labels":[],"label_agreement":null},{"id":"W4245137624","doi":"10.21203/rs.3.rs-84064/v1","title":"Barriers and drivers to capacity-building in global mental health projects","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Capacity building; Mental health; Mental capacity; Global mental health; Business; Environmental planning; Psychology; Economic growth; Geography; Economics; Psychiatry","score_opus":0.15733851257903517,"score_gpt":0.5122231513125532,"score_spread":0.35488463873351805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245137624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698493,0.00097405276,0.000015538604,0.017845854,0.00067403493,0.0049287654,0.00070263713,0.000071120136,0.004938722],"genre_scores_gemma":[0.997477,0.00017551269,0.0006311125,0.0006645152,0.00015881106,0.0005668384,0.00011414854,0.000030050507,0.00018200347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954922,0.0010424241,0.00038559406,0.0011185477,0.00077523343,0.0011859874],"domain_scores_gemma":[0.9981554,0.00009571759,0.000086947504,0.00041606496,0.00006196833,0.0011838597],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012464549,0.00029408722,0.0004803145,0.000385946,0.00043374882,0.00012904627,0.00044084873,0.0002589331,0.00033329614],"category_scores_gemma":[0.0001000619,0.0002944215,0.00006735982,0.00072154246,0.00014173251,0.00007187404,0.0012446553,0.0012642301,0.00013458754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014342334,0.00046509146,0.7706004,0.0060508745,0.00024174496,0.0005783178,0.065543436,0.000017023307,0.00005197583,0.016620161,0.0634527,0.074944034],"study_design_scores_gemma":[0.01108573,0.006527118,0.8318958,0.009218475,0.000030094403,0.00007195347,0.0836918,0.00050244154,0.00020709656,0.012595748,0.041911587,0.0022621017],"about_ca_topic_score_codex":0.012406948,"about_ca_topic_score_gemma":0.0014910507,"teacher_disagreement_score":0.07268193,"about_ca_system_score_codex":0.0020557337,"about_ca_system_score_gemma":0.0004533079,"threshold_uncertainty_score":0.99995077},"labels":[],"label_agreement":null},{"id":"W4245430414","doi":"10.4324/9781315540696-9","title":"Belittled, Avoided, Ignored, Denied: Assessing Forms and Consequences of Stigma Experiences of People With Mental Illness Martin Driessen, Ulrich Frommberger, and Patrick William Corrigan","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental illness; Psychology; Psychoanalysis; Mental health; Psychiatry","score_opus":0.01916920338260972,"score_gpt":0.3015531666036647,"score_spread":0.28238396322105497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245430414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88389355,0.003709899,0.000056255518,0.0000924398,0.0004934965,0.000894167,0.00013976345,0.00003493369,0.11068548],"genre_scores_gemma":[0.94249755,0.000664083,0.00027812866,0.00004932042,0.000059191323,0.00011992041,0.00006727439,0.000051827694,0.056212712],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9974913,0.0000623662,0.00087638514,0.0007007258,0.00044450062,0.00042474],"domain_scores_gemma":[0.9979938,0.00035804976,0.00095351273,0.00035960073,0.00012441147,0.00021058165],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022827939,0.00054609816,0.0010009954,0.00022323684,0.0003279789,0.000059232763,0.00022046601,0.00033249435,0.0027649112],"category_scores_gemma":[0.0000100298475,0.00033098907,0.00007596119,0.00008558013,0.0012985654,0.00038225824,0.00013327334,0.00017515119,0.000010381195],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042347377,0.00093947514,0.4549694,0.0031949747,0.0020836287,0.00035583164,0.16284253,2.644514e-7,0.0013087065,0.12419338,0.00407821,0.24179886],"study_design_scores_gemma":[0.036536887,0.010408384,0.06265913,0.013423288,0.0028483004,0.0022899269,0.7423836,0.00003128253,0.039339893,0.06234274,0.018008031,0.009728511],"about_ca_topic_score_codex":0.0008468392,"about_ca_topic_score_gemma":0.00095717364,"teacher_disagreement_score":0.5795411,"about_ca_system_score_codex":0.000050804,"about_ca_system_score_gemma":0.00008876416,"threshold_uncertainty_score":0.9999142},"labels":[],"label_agreement":null},{"id":"W4246015138","doi":"10.7551/mitpress/12541.001.0001","title":"Mad by the Millions","year":2021,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Chiang Ching-Kuo Foundation for International Scholarly Exchange; Wellcome Trust; McGill University","keywords":"Psyche; Mental health; Sociology; Political science; Public relations; Social science; Psychology; Psychiatry; Psychoanalysis","score_opus":0.0688486518098685,"score_gpt":0.355470744727915,"score_spread":0.2866220929180465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246015138","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019397303,0.02521087,0.0000057737243,0.0005181936,0.0014262168,0.0010949973,0.00027710875,0.00006419397,0.9712087],"genre_scores_gemma":[0.0009256199,0.00011096259,0.000005136216,0.0015786564,0.00056576903,0.0005235434,0.00024578915,0.00006906483,0.99597543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983123,0.000285062,0.00031864422,0.00040075806,0.00025850278,0.00042473793],"domain_scores_gemma":[0.99810517,0.00035398343,0.0002033,0.0012232958,0.000032767224,0.0000814928],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019959304,0.000335344,0.00031598468,0.000024994659,0.00051473983,0.00008074989,0.0008979661,0.0002932088,0.001572288],"category_scores_gemma":[0.0000033562835,0.00017508135,0.00018526443,0.000011519324,0.00023429558,0.000014623158,0.0002291446,0.0006351642,0.00043077132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003561505,0.000046571564,0.0000015335919,0.00004739637,0.00034199728,0.000038311264,0.0014452109,7.2030346e-8,0.000005749369,0.034301184,0.9215508,0.042185552],"study_design_scores_gemma":[0.00038023604,0.000039558596,0.000018070768,0.000107579915,0.0002583853,0.000027467237,0.00007137228,7.9455015e-7,0.000151137,0.0022505526,0.99650717,0.00018770013],"about_ca_topic_score_codex":0.0006584574,"about_ca_topic_score_gemma":0.00007907979,"teacher_disagreement_score":0.07495634,"about_ca_system_score_codex":0.000081202525,"about_ca_system_score_gemma":0.00005832982,"threshold_uncertainty_score":0.9993404},"labels":[],"label_agreement":null},{"id":"W4246068730","doi":"10.32920/16635889","title":"The Realities Of Schizophrenia For Black African Families Navigating Greater Toronto's Mental Health Services","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation","funders":"","keywords":"Mental health; Psychology; Racism; Gender studies; Qualitative research; Sociology; Medicine; Psychiatry; Social science","score_opus":0.0326873833372308,"score_gpt":0.37657677726819855,"score_spread":0.34388939393096774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246068730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9528225,0.009831527,0.000024844789,0.0029071702,0.0023653463,0.0025798678,0.0007490863,0.000099315424,0.028620334],"genre_scores_gemma":[0.990277,0.0014262098,0.0015875649,0.00048378247,0.0002902342,0.0006058481,0.0011072026,0.000049657545,0.004172499],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99748737,0.00024112666,0.0008392796,0.0005908853,0.00026111823,0.00058022514],"domain_scores_gemma":[0.9982218,0.00020874526,0.0006355411,0.0007115153,0.000099305245,0.00012308345],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044488377,0.00037456612,0.0006218214,0.00002242454,0.0005523399,0.00015610865,0.00050964096,0.00019492966,0.00066501007],"category_scores_gemma":[0.0000026402263,0.00025015586,0.00023097753,0.000053191896,0.00016936098,0.000111587324,0.0004667858,0.00025751977,0.000007750108],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004288272,0.0011137684,0.011055834,0.01935513,0.0030458043,0.000013637639,0.42395648,0.00001435126,0.000058989262,0.042242985,0.012375486,0.48247924],"study_design_scores_gemma":[0.0055191377,0.0012415802,0.025785267,0.005149076,0.00019873842,0.000015220456,0.9457898,0.00039220616,0.0016214172,0.0036843221,0.009424219,0.0011790246],"about_ca_topic_score_codex":0.08177087,"about_ca_topic_score_gemma":0.034732178,"teacher_disagreement_score":0.5218333,"about_ca_system_score_codex":0.00029819907,"about_ca_system_score_gemma":0.0001067452,"threshold_uncertainty_score":0.99999505},"labels":[],"label_agreement":null},{"id":"W4246448648","doi":"10.1192/bjp.193.6.508a","title":"Authors' reply","year":2008,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Content (measure theory); Computer science; World Wide Web; Mathematics","score_opus":0.028607990225338182,"score_gpt":0.33339999668305437,"score_spread":0.3047920064577162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246448648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9450901,0.01607723,0.000047730187,0.006780584,0.008019969,0.00013502699,0.000005792127,0.000018723405,0.023824858],"genre_scores_gemma":[0.9836831,0.0005235463,0.0009900198,0.0028701054,0.0018888183,0.0000052195155,0.0000017266602,0.000021623438,0.010015836],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987377,0.00017338568,0.0005020456,0.0001114417,0.0002306999,0.0002447333],"domain_scores_gemma":[0.99919635,0.000047805115,0.00037437145,0.00019715117,0.000058128368,0.00012617128],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005218185,0.00008872015,0.00018541596,0.000041860803,0.00084967667,0.000057083093,0.00036990817,0.000054853957,0.0012677805],"category_scores_gemma":[0.0000131572615,0.000069826776,0.00015012034,0.00014375852,0.00009983486,0.0001155006,0.00002045574,0.00040492462,0.00018164325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029628104,0.00072883075,0.057591196,0.000019864558,0.00018972738,0.0012224033,0.0010055011,0.0000014093515,0.000005680856,0.0029672477,0.8633686,0.0726033],"study_design_scores_gemma":[0.003979274,0.00079914165,0.8119257,0.00042148647,0.00012187793,0.10509303,0.0016817946,0.0000021534518,0.000023352743,0.012747149,0.06293,0.00027499406],"about_ca_topic_score_codex":0.00042258043,"about_ca_topic_score_gemma":0.00008000432,"teacher_disagreement_score":0.8004385,"about_ca_system_score_codex":0.00002326503,"about_ca_system_score_gemma":0.000059793972,"threshold_uncertainty_score":0.9996452},"labels":[],"label_agreement":null},{"id":"W4246494467","doi":"10.1176/appi.ajgp.10.3.229","title":"The Complexity and Challenge of Non-Major Depression in Late Life","year":2002,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Depression (economics); Late life depression; Psychology; History; Psychiatry; Economics; Keynesian economics; Cognition","score_opus":0.026949845803338014,"score_gpt":0.325447451215137,"score_spread":0.298497605411799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246494467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733287,0.017006362,0.00002141604,0.0042223926,0.0013148871,0.00016045303,0.000004307366,0.0000047005688,0.003936792],"genre_scores_gemma":[0.9967493,0.0019964625,0.0007223455,0.0001635299,0.0002757631,0.00000572496,3.5268735e-7,0.000013189813,0.00007332619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852926,0.00018215766,0.00068397506,0.00014881007,0.000187301,0.00026853033],"domain_scores_gemma":[0.9984586,0.0001603771,0.00097288546,0.00020630694,0.00003783304,0.00016397295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003605942,0.00013373715,0.00038314008,0.00016705332,0.0001382061,0.000013259758,0.00024730296,0.00004246233,0.00020373047],"category_scores_gemma":[0.000014102661,0.00008666258,0.00008645454,0.00036908913,0.0002792231,0.00006953631,0.000036160192,0.00024354966,0.000012265222],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012711877,0.0012162278,0.5478014,0.00007699666,0.00021592266,0.000030878226,0.0033336747,0.000005389259,0.000017961425,0.00092915527,0.0046835076,0.44041774],"study_design_scores_gemma":[0.00379027,0.0017756924,0.9877918,0.00011603045,0.00007205355,0.000056452503,0.002405904,0.00012678704,0.000003942612,0.0028594248,0.00082108454,0.00018059426],"about_ca_topic_score_codex":0.00022494761,"about_ca_topic_score_gemma":0.000055287925,"teacher_disagreement_score":0.44023716,"about_ca_system_score_codex":0.000022905759,"about_ca_system_score_gemma":0.000024249217,"threshold_uncertainty_score":0.35339975},"labels":[],"label_agreement":null},{"id":"W4246653050","doi":"10.1016/b978-0-12-803678-5.00288-5","title":"Mental Health, Morbidity and Impact","year":2016,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Psychiatry; Mental illness; Comorbidity; Medicine; Mental health; Quarter (Canadian coin); Prevalence of mental disorders; National Comorbidity Survey; Gerontology; Psychology","score_opus":0.040527556498874316,"score_gpt":0.37188826726663093,"score_spread":0.33136071076775664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246653050","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014795857,0.0077867624,3.3438656e-7,0.0005903145,0.0012300302,0.0012223236,0.0004982012,0.000072066716,0.9871204],"genre_scores_gemma":[0.009279611,0.0004965798,0.000024089206,0.0008515753,0.00049930235,0.00005893218,0.00007645823,0.00008996184,0.9886235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981566,0.00005698657,0.00046190392,0.0005815061,0.00022220571,0.0005208087],"domain_scores_gemma":[0.9987198,0.000051937615,0.0003440209,0.0004855346,0.0000205294,0.00037817648],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021922069,0.00048381308,0.0006184539,0.00013092697,0.00028552802,0.000030142546,0.00017576906,0.0003038298,0.005308448],"category_scores_gemma":[0.0000012442487,0.00033675923,0.00018888924,0.00000592476,0.00015848968,0.00004360261,0.00010645443,0.000293677,0.0012323868],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074752395,0.000019707011,0.00012133596,0.00007123902,0.00016184297,0.000026282907,0.00041284462,5.8077454e-10,0.000001467723,0.0068918914,0.0039682747,0.9882504],"study_design_scores_gemma":[0.0011659539,0.00041637564,0.0012847177,0.00047558465,0.000038327264,0.00007779624,0.00001214764,1.0835997e-7,0.0000035363098,0.007250583,0.9888961,0.00037876976],"about_ca_topic_score_codex":0.000018195424,"about_ca_topic_score_gemma":0.00006177915,"teacher_disagreement_score":0.9878716,"about_ca_system_score_codex":0.00030807965,"about_ca_system_score_gemma":0.00007124821,"threshold_uncertainty_score":0.99990845},"labels":[],"label_agreement":null},{"id":"W4246741484","doi":"10.1002/mhw.20100","title":"Table of Contents","year":2007,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Medicaid; Government (linguistics); Quarter (Canadian coin); Medical prescription; Table (database); Political science; State government; State (computer science); Public administration; Psychology; Medicine; Law; Health care; Nursing; History; Local government; Computer science; Archaeology","score_opus":0.06265568052744708,"score_gpt":0.4273833664623035,"score_spread":0.36472768593485644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246741484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9163678,0.0028767786,0.00014769312,0.004399291,0.0027907372,0.0012530437,0.00011823953,0.00007286911,0.07197352],"genre_scores_gemma":[0.9743856,0.000034093573,0.00026141995,0.0019476169,0.00008399117,0.000020692247,0.000085892236,0.000018228318,0.02316243],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982864,0.00005942645,0.0005678029,0.00024063305,0.00022181134,0.0006239075],"domain_scores_gemma":[0.9991979,0.000049461116,0.00024306441,0.00022670823,0.000023612723,0.00025927217],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005725743,0.00013290731,0.0002713922,0.00009781188,0.00021011788,0.0000052552796,0.00014840493,0.00006330009,0.0016726851],"category_scores_gemma":[0.0000025654958,0.000119919074,0.00004757985,0.0002066396,0.000057770143,0.0000750456,0.000035890625,0.000102358135,0.00037206622],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022726182,0.004427351,0.23459755,0.0007259253,0.00016133161,0.000058610443,0.007791231,2.3177246e-7,0.0010156808,0.017795403,0.24186668,0.48928738],"study_design_scores_gemma":[0.010013862,0.0036442396,0.7038838,0.00034458103,0.000018998444,0.0000655762,0.009284498,0.000010444628,0.006403941,0.0004089932,0.2654546,0.00046646758],"about_ca_topic_score_codex":0.0036243019,"about_ca_topic_score_gemma":0.0003325056,"teacher_disagreement_score":0.4888209,"about_ca_system_score_codex":0.00014734319,"about_ca_system_score_gemma":0.000023932575,"threshold_uncertainty_score":0.9992399},"labels":[],"label_agreement":null},{"id":"W4247259355","doi":"10.4018/978-1-5225-1874-7.ch007","title":"Human Resources for Mental Health in Low and Middle Income Countries","year":2016,"lang":"en","type":"book-chapter","venue":"Advances in psychology, mental health, and behavioral studies (APMHBS) book series","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Mental health; Human resources; Economic shortage; Low and middle income countries; Global mental health; Burden of disease; Economic growth; Developing country; Public health; Health human resources; Business; Medicine; Health care; Development economics; Political science; Psychiatry; Economics; Nursing","score_opus":0.06523193642005069,"score_gpt":0.4540699843210609,"score_spread":0.3888380479010102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247259355","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08286709,0.8560055,9.098233e-7,0.017588012,0.0047986577,0.007205854,0.002845187,0.0001578908,0.028530914],"genre_scores_gemma":[0.019129733,0.85217184,0.00038666726,0.008660464,0.00053588377,0.0016517636,0.0005540262,0.00024692775,0.116662666],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947619,0.00019112988,0.0017814331,0.0015735797,0.00029914637,0.0013928013],"domain_scores_gemma":[0.9979448,0.00013891445,0.0009740249,0.00047608957,0.00005603347,0.00041019125],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00064047106,0.0010329644,0.0019510955,0.000498636,0.0015092954,0.000044631386,0.0003204283,0.00042355372,0.00025158518],"category_scores_gemma":[0.0000040324635,0.0008784309,0.00013471444,0.00008393575,0.0021719236,0.001197807,0.00024943546,0.0005698638,0.000024486408],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020205576,0.0039476715,0.10673504,0.02174704,0.0009782609,0.00033366913,0.14037609,2.0696774e-7,0.000011350026,0.24250224,0.024120303,0.43904254],"study_design_scores_gemma":[0.009816149,0.008826952,0.006178395,0.00890484,0.000047562848,0.00015714155,0.011273187,8.368922e-8,0.0000042315705,0.011692175,0.9418246,0.001274641],"about_ca_topic_score_codex":0.0002975721,"about_ca_topic_score_gemma":0.010956245,"teacher_disagreement_score":0.91770434,"about_ca_system_score_codex":0.0007881944,"about_ca_system_score_gemma":0.00006680407,"threshold_uncertainty_score":0.9997906},"labels":[],"label_agreement":null},{"id":"W4248018225","doi":"10.1503/cmaj.110-2038","title":"Correction","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Information retrieval; World Wide Web; Data science","score_opus":0.011023633604800166,"score_gpt":0.3243257802833815,"score_spread":0.3133021466785813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248018225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7293666,0.000057381592,0.000021719397,0.021374166,0.050881278,0.00010137146,0.0000067515343,0.000026284368,0.19816443],"genre_scores_gemma":[0.97116905,0.000008701628,0.000023307097,0.0077094897,0.0037505396,0.000008268974,0.0000067694646,0.000008409327,0.017315472],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988153,0.00007733034,0.00020514496,0.000086380096,0.00047355102,0.0003422923],"domain_scores_gemma":[0.9983718,0.00010543982,0.00011143297,0.000061723185,0.00009492514,0.0012546838],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00085283356,0.000057577163,0.00008016824,0.0001023979,0.00034620173,0.00005020588,0.00012371116,0.0003148229,0.07740097],"category_scores_gemma":[0.00033939898,0.000051097617,0.000040817093,0.00011220593,0.000014576079,0.000072448944,0.000003675984,0.0010846781,0.0020546203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034735267,0.00002596974,0.0969405,6.01252e-7,0.000025104411,0.00014865892,0.00019052258,3.047729e-8,0.000003973099,0.0007133898,0.64219266,0.25975513],"study_design_scores_gemma":[0.0005543763,0.00003125766,0.22077253,0.0000084245685,0.000007260195,0.0004723579,0.00024033166,0.00003484878,0.000007701589,0.00015653938,0.7776468,0.000067597415],"about_ca_topic_score_codex":0.007984655,"about_ca_topic_score_gemma":0.12934503,"teacher_disagreement_score":0.25968754,"about_ca_system_score_codex":0.00032673954,"about_ca_system_score_gemma":0.00045159398,"threshold_uncertainty_score":0.9987224},"labels":[],"label_agreement":null},{"id":"W4248269077","doi":"10.1177/070674371405901s01","title":"Preface","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mental Health Commission of Canada","funders":"","keywords":"Psychology; Psychoanalysis; Medicine","score_opus":0.02181828496018277,"score_gpt":0.31931514142518885,"score_spread":0.29749685646500607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248269077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.800895,0.0036353036,0.00007902092,0.05304109,0.014150527,0.0001951392,0.000007486077,0.000008390126,0.12798809],"genre_scores_gemma":[0.9939574,0.0000023232765,0.00044775108,0.0020396651,0.000923321,0.0000020922953,7.0941275e-7,0.000010811493,0.0026159114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992211,0.00012270073,0.00024064448,0.000065192886,0.00009458629,0.00025579668],"domain_scores_gemma":[0.99917406,0.000036618705,0.00018636168,0.00020404764,0.000035888104,0.00036301112],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046426972,0.00007482871,0.000109868175,0.00008983704,0.00033040595,0.0000343917,0.00033762117,0.000050367755,0.0016848776],"category_scores_gemma":[0.000009599925,0.000046250472,0.00006741891,0.000096117146,0.00006366951,0.00005054043,0.0000036860836,0.00021253938,0.0002754925],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084396495,0.00007493639,0.31890795,0.000024539338,0.000156222,0.000022812335,0.0021191179,0.000010501489,0.0000021132805,0.38862175,0.24689199,0.043083686],"study_design_scores_gemma":[0.0024650856,0.00087161124,0.59800166,0.00014383928,0.00014308903,0.00067640585,0.001431244,0.000012721485,0.000020063919,0.11333341,0.28262052,0.00028034652],"about_ca_topic_score_codex":0.014983984,"about_ca_topic_score_gemma":0.3214674,"teacher_disagreement_score":0.30648342,"about_ca_system_score_codex":0.000056706045,"about_ca_system_score_gemma":0.00034448234,"threshold_uncertainty_score":0.9992277},"labels":[],"label_agreement":null},{"id":"W4248467372","doi":"10.1503/cmaj.051683","title":"Corrections","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Information retrieval; World Wide Web","score_opus":0.011479624460128492,"score_gpt":0.31514474497696127,"score_spread":0.30366512051683275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248467372","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.476618,0.00044665232,0.00009505311,0.033167344,0.0111057395,0.00014762173,0.000026317763,0.000041327134,0.47835195],"genre_scores_gemma":[0.95450914,0.000010759419,0.000026661774,0.0065494133,0.0037094408,0.000012456958,0.00001641873,0.0000093772405,0.035156336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987437,0.000101834186,0.00024118535,0.000083017156,0.0004581602,0.0003721104],"domain_scores_gemma":[0.9989359,0.00007943594,0.00010595058,0.0000502627,0.00008342903,0.00074502564],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00051724096,0.000058354653,0.00008477687,0.0001133653,0.00043315062,0.0000481895,0.000101668295,0.00020445973,0.045089122],"category_scores_gemma":[0.00007241054,0.000053110052,0.000047559028,0.00014981626,0.000013172131,0.00005846072,0.0000031653947,0.00041167694,0.0018827663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022354734,0.00004135468,0.19108579,7.339352e-7,0.00002318568,0.00022063025,0.00006277191,4.1172788e-7,3.2510397e-7,0.0020989291,0.75512815,0.051335484],"study_design_scores_gemma":[0.0006320923,0.00002662773,0.30437073,0.000010680235,0.000009583433,0.0001842072,0.00022999305,0.000013481828,0.000001854542,0.0007433968,0.6937078,0.00006949323],"about_ca_topic_score_codex":0.030372333,"about_ca_topic_score_gemma":0.10634112,"teacher_disagreement_score":0.47789115,"about_ca_system_score_codex":0.0008078258,"about_ca_system_score_gemma":0.0003749774,"threshold_uncertainty_score":0.9988944},"labels":[],"label_agreement":null},{"id":"W4249241099","doi":"10.21203/rs.2.12186/v1","title":"Atmiyata, a community led intervention to address common mental disorders: Study protocol for a stepped wedge cluster randomized controlled trial in rural Gujarat, India","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Cluster randomised controlled trial; Randomized controlled trial; Cluster (spacecraft); Intervention (counseling); Protocol (science); Medicine; Psychiatry; Alternative medicine; Internal medicine; Computer science; Computer network; Pathology","score_opus":0.12822890026504966,"score_gpt":0.5537947535207235,"score_spread":0.42556585325567386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249241099","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46623266,0.00003676708,0.000021188942,0.00025021782,0.0008152266,0.530792,0.00017849085,0.00004539175,0.0016280483],"genre_scores_gemma":[0.48229566,0.0000018048407,0.000012862283,0.000029319257,0.0001462711,0.5147495,0.00051732274,0.000053970216,0.0021932623],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.96491677,0.029480785,0.00227033,0.0008587551,0.0011681865,0.0013051478],"domain_scores_gemma":[0.99134827,0.0057170223,0.0007163912,0.0016111406,0.00029536488,0.00031180013],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018726058,0.0007270252,0.003558878,0.00123389,0.00068318076,0.0003931699,0.0014739691,0.0006127466,0.0010934059],"category_scores_gemma":[0.00062459375,0.0005579623,0.0011132933,0.00044536465,0.00019267495,0.00018635824,0.002277699,0.0030303649,0.00026078938],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94841444,0.019940479,0.006809435,0.0020268625,0.0008184027,0.000010315763,0.013189717,0.000008787227,0.0000013021155,0.000052512878,0.003489372,0.0052383533],"study_design_scores_gemma":[0.96462756,0.008465998,0.0062743425,0.0021691862,0.00009777079,7.2838736e-7,0.016791932,0.000346621,0.000004250591,0.00049235503,0.0002912106,0.00043805566],"about_ca_topic_score_codex":0.015941562,"about_ca_topic_score_gemma":0.017148754,"teacher_disagreement_score":0.026431486,"about_ca_system_score_codex":0.0009632586,"about_ca_system_score_gemma":0.0001836355,"threshold_uncertainty_score":0.99981976},"labels":[],"label_agreement":null},{"id":"W4249417783","doi":"10.1109/dsn-w.2019.00007","title":"Message from the DSML 2019 Organizers","year":2019,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Toronto; Google (Canada)","funders":"","keywords":"Computer science; Programming language","score_opus":0.01881550978828108,"score_gpt":0.3359575401328306,"score_spread":0.3171420303445495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249417783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72231066,0.00034477148,0.0000051106003,0.0017424879,0.0010220036,0.00028546664,0.000020356216,0.000044358647,0.27422476],"genre_scores_gemma":[0.8506517,0.00001024957,0.000032382854,0.002799491,0.000092110444,0.000010065436,0.000037857288,0.000011182391,0.14635499],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99937874,0.00005408162,0.00010847012,0.00018451361,0.00008739102,0.00018678729],"domain_scores_gemma":[0.9993942,0.00016501581,0.000034220382,0.00035647865,0.0000081223825,0.00004196596],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000075261065,0.00008060936,0.00009231504,0.000010046575,0.000072636794,0.000019967949,0.00020853747,0.00005066075,0.12614073],"category_scores_gemma":[0.0000018723163,0.000043647495,0.000028567027,0.00006842502,0.000016326307,0.000039766648,0.00003733631,0.000076805045,0.030420363],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008178745,0.00016150592,0.30499193,0.00000455223,0.00009206303,0.000010082145,0.0013737478,1.4284154e-7,0.00035358235,0.013969317,0.66287464,0.016086647],"study_design_scores_gemma":[0.0035383536,0.00018784296,0.80225146,0.000022890914,0.000051542236,0.0000047146164,0.0040595084,0.000008353033,0.0017977633,0.0017584485,0.18601245,0.000306705],"about_ca_topic_score_codex":0.003278275,"about_ca_topic_score_gemma":0.000090566085,"teacher_disagreement_score":0.4972595,"about_ca_system_score_codex":0.00001971027,"about_ca_system_score_gemma":0.000005816542,"threshold_uncertainty_score":0.9703346},"labels":[],"label_agreement":null},{"id":"W4249849042","doi":"10.1177/0706743716668540","title":"Erratum","year":2016,"lang":"en","type":"erratum","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Stigma (botany); Psychology; Population; Psychiatry; Scale (ratio); Perception; Clinical psychology; Logistic regression; Medicine; Environmental health","score_opus":0.024897423015392845,"score_gpt":0.32340085553330655,"score_spread":0.2985034325179137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249849042","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003372627,0.042779062,0.000003574061,0.04624633,0.40740377,0.00025031617,0.00013425307,0.000008164527,0.50283724],"genre_scores_gemma":[0.011962067,0.0002542103,0.0001339357,0.0038883295,0.026077304,0.000014547789,0.000035903642,0.00011046978,0.9575232],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781084,0.000224579,0.0007320457,0.0002107774,0.0003057739,0.0007159569],"domain_scores_gemma":[0.99734974,0.00004853756,0.0009999317,0.0006038559,0.0001380023,0.0008599631],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005701024,0.00032952765,0.0004687281,0.00041707497,0.0006535327,0.00010028947,0.0011960475,0.0005752671,0.0071025663],"category_scores_gemma":[0.000016409493,0.00017987409,0.00032817092,0.00018572641,0.00021388016,0.000088289846,0.000014829632,0.001605451,0.00097288674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034400884,0.00002441033,0.0022979893,0.000036833222,0.0002513331,0.0001274643,0.00028008549,3.161549e-8,4.379747e-8,0.014938932,0.97692966,0.005078817],"study_design_scores_gemma":[0.0006473327,0.0002357788,0.0068642707,0.0006365906,0.00017740493,0.00047082058,0.00023746092,7.8420726e-8,1.6928524e-7,0.03366507,0.9568415,0.00022352597],"about_ca_topic_score_codex":0.022064313,"about_ca_topic_score_gemma":0.58651507,"teacher_disagreement_score":0.56445074,"about_ca_system_score_codex":0.0003661959,"about_ca_system_score_gemma":0.0055349064,"threshold_uncertainty_score":0.999805},"labels":[],"label_agreement":null},{"id":"W4250052196","doi":"10.15353/cjo.80.301","title":"Editorial","year":2018,"lang":"es","type":"editorial","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine","score_opus":0.016170659676778158,"score_gpt":0.3843937130223665,"score_spread":0.36822305334558836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250052196","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25260141,0.012431782,0.000049894516,0.0012993161,0.72595716,0.00068997074,0.0025911278,0.000011248326,0.004368079],"genre_scores_gemma":[0.44900012,0.0007085022,0.00045182547,0.00026942856,0.54711866,0.0000065401787,0.00011986251,0.00031765635,0.0020074062],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98053896,0.001501311,0.0073107397,0.001290281,0.004238378,0.005120311],"domain_scores_gemma":[0.9555497,0.0020517288,0.010619967,0.001498868,0.008839826,0.021439876],"candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0076074568,0.0024942216,0.005133624,0.025565637,0.0022539939,0.0022929872,0.0065523433,0.0054366896,0.02052797],"category_scores_gemma":[0.0031800556,0.002434427,0.0026734846,0.006795578,0.0019634902,0.0020167704,0.00010613797,0.009410837,0.0011690801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0006339954,0.00016320962,0.2625915,0.00046528334,0.00249451,0.0049590343,0.00085440173,0.000009635645,0.0000068800205,0.0000065927343,0.7260063,0.0018086286],"study_design_scores_gemma":[0.0082056755,0.0035963024,0.08923713,0.0040392,0.0017314578,0.0031029151,0.0011540725,0.0000032157798,0.00006913791,0.000012855001,0.88697493,0.0018731123],"about_ca_topic_score_codex":0.037689183,"about_ca_topic_score_gemma":0.010140729,"teacher_disagreement_score":0.1963987,"about_ca_system_score_codex":0.009876965,"about_ca_system_score_gemma":0.046298377,"threshold_uncertainty_score":0.99960864},"labels":[],"label_agreement":null},{"id":"W4250551256","doi":"10.24124/2009/bpgub565","title":"After discharge from hospital, where do we go? Follow-up of clients with mental illness and/or addiction: 30 days post-acute care.","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Addiction; Psychiatry; Anxiety; Mental health; Depression (economics); Medicine; Bipolar disorder; ICD-10; Dual diagnosis; Mental illness; Mood","score_opus":0.008082390949541883,"score_gpt":0.3097642407771388,"score_spread":0.30168184982759694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250551256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96208334,0.0143728405,0.0000019168574,0.00015692829,0.003884909,0.001607762,0.0023523166,0.00006850084,0.01547147],"genre_scores_gemma":[0.9336341,0.002011339,0.00010521168,0.00010661187,0.00019083028,0.0005332539,0.009965678,0.00008131515,0.053371668],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977656,0.0000671904,0.0005416106,0.0008056713,0.0003973612,0.0004225857],"domain_scores_gemma":[0.9988318,0.00003160022,0.00038410974,0.0004383769,0.000121133366,0.00019297391],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003504918,0.0005614726,0.0006421729,0.00013844404,0.00023195353,0.00006550711,0.00022440556,0.0004199207,0.016256638],"category_scores_gemma":[0.0000011642386,0.00038242165,0.00013449088,0.00015134884,0.000051772164,0.00025684448,0.000031240554,0.0002406056,0.00022006365],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05082742,0.0043586893,0.08613991,0.00140503,0.0053204214,0.00063385203,0.124675855,8.650597e-8,0.00018292981,0.0006455398,0.062399488,0.6634108],"study_design_scores_gemma":[0.022914022,0.010210408,0.7817042,0.0038992737,0.0026069363,0.000023632821,0.13066176,0.0000019865502,0.0019786987,0.00009960344,0.04340628,0.0024932215],"about_ca_topic_score_codex":0.0016115758,"about_ca_topic_score_gemma":0.0048138266,"teacher_disagreement_score":0.69556427,"about_ca_system_score_codex":0.00010343816,"about_ca_system_score_gemma":0.00004542742,"threshold_uncertainty_score":0.9998628},"labels":[],"label_agreement":null},{"id":"W4251200515","doi":"10.1037/e611122012-001","title":"A Report on Mental Illnesses in Canada","year":2002,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Psychology","score_opus":0.04656806354636554,"score_gpt":0.3771686294864331,"score_spread":0.33060056594006754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251200515","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00098557,0.0006526128,5.4336848e-8,0.00039274985,0.0070575518,0.0008646236,0.9891929,0.000015458963,0.00083844934],"genre_scores_gemma":[0.00057122996,0.0002660706,0.000005516469,0.00193676,0.00027268037,0.00035303502,0.996033,0.000032354557,0.0005293452],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965871,0.00015711464,0.00085439964,0.0010510174,0.00057606504,0.0007743303],"domain_scores_gemma":[0.99729544,0.0001471319,0.00040663665,0.0018874021,0.00001108666,0.00025227547],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020384081,0.00055917294,0.0005992133,0.00024693215,0.00015243341,0.000042345073,0.0007853411,0.00024305026,0.028025668],"category_scores_gemma":[0.000020840778,0.00050976657,0.000053442236,0.00028366823,0.00004773137,0.00009911706,0.000114235765,0.0006334096,0.002544162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013565023,0.00070582423,0.0003760724,0.00013566474,0.000074404714,0.011702057,0.000012548296,2.6963616e-7,6.995938e-8,0.000005009494,0.9833207,0.0035317303],"study_design_scores_gemma":[0.0010631763,0.000103612314,0.0015404855,0.00015370481,0.00004812924,0.0004183793,0.000074598276,6.9338785e-7,0.0000029530538,0.0000069241455,0.99611086,0.00047647356],"about_ca_topic_score_codex":0.97120255,"about_ca_topic_score_gemma":0.97872496,"teacher_disagreement_score":0.025481505,"about_ca_system_score_codex":0.0009510616,"about_ca_system_score_gemma":0.0002623675,"threshold_uncertainty_score":0.9997354},"labels":[],"label_agreement":null},{"id":"W4251215984","doi":"10.1016/j.genhosppsych.2016.02.004","title":"A randomized trial of a depression self-care toolkit with or without lay telephone coaching for primary care patients with chronic physical conditions","year":2016,"lang":"en","type":"erratum","venue":"General Hospital Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre; St Mary's Hospital; McGill University","funders":"","keywords":"Coaching; Randomized controlled trial; Medicine; Health coaching; Depression (economics); Patient Health Questionnaire; Physical therapy; Confidence interval; Intervention (counseling); Self-efficacy; Psychiatry; Depressive symptoms; Psychology; Internal medicine; Anxiety","score_opus":0.007172001701155198,"score_gpt":0.3052189215953738,"score_spread":0.2980469198942186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251215984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9334265,0.00478085,0.000120919954,0.000102341925,0.032548036,0.016366018,0.003117381,0.00019759151,0.009340374],"genre_scores_gemma":[0.92267567,0.00017465939,0.0044568484,0.00028319392,0.015241118,0.010394089,0.022360655,0.00048067703,0.023933072],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9961709,0.00031059908,0.0008352282,0.0011718035,0.0006881932,0.00082329026],"domain_scores_gemma":[0.99720794,0.00017445357,0.0012082695,0.00083633565,0.00033247887,0.00024051327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000119788485,0.00091257045,0.0021275317,0.00020939595,0.00045724012,0.000054634613,0.000478478,0.00061104173,0.00012832362],"category_scores_gemma":[0.000008804425,0.00049402623,0.0005445908,0.00020767393,0.00024864194,0.00023434947,0.00009502896,0.00062098226,0.000024786834],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8932258,0.0035520412,0.012625001,0.0034607968,0.0016536791,0.0000070889614,0.0030157012,0.0000020713574,0.0000014519884,0.00016868919,0.07735213,0.0049355663],"study_design_scores_gemma":[0.970793,0.013996275,0.0051914994,0.0025856162,0.0016453745,0.0000038591024,0.00051972404,0.0000070257893,0.000008184238,0.00009535091,0.0041438704,0.0010102175],"about_ca_topic_score_codex":0.00015009638,"about_ca_topic_score_gemma":0.00024942227,"teacher_disagreement_score":0.07756722,"about_ca_system_score_codex":0.00047728786,"about_ca_system_score_gemma":0.00095953624,"threshold_uncertainty_score":0.99975115},"labels":[],"label_agreement":null},{"id":"W4251813815","doi":"10.32920/ryerson.14644290","title":"The Influence of Culture on the Process of Recovery from a First Episode Schizophrenia","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Schizophrenia (object-oriented programming); Psychology; Identity (music); Cultural identity; Bridge (graph theory); Process (computing); Social psychology; Psychotherapist; Medicine; Aesthetics; Psychiatry; Computer science","score_opus":0.0237345777420114,"score_gpt":0.33953917648468646,"score_spread":0.3158045987426751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251813815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830182,0.0018718588,0.000005592735,0.0015373052,0.0006008748,0.00082842214,0.00015554483,0.000020332564,0.011961878],"genre_scores_gemma":[0.9963384,0.0004898378,0.000087087574,0.00035777772,0.0000854562,0.00033231537,0.00008699031,0.000016743359,0.0022053546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839395,0.0001726493,0.0005149384,0.0004278667,0.00027486583,0.00021570221],"domain_scores_gemma":[0.99766815,0.0006580204,0.00053207367,0.00096542534,0.00013327415,0.000043044332],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020553308,0.00024524,0.00037211616,0.000029534755,0.00020691412,0.00004571811,0.0007884573,0.00028726354,0.00097645324],"category_scores_gemma":[0.000067784575,0.00011479163,0.00015424522,0.00013830642,0.0001372596,0.00004439412,0.0002770566,0.00054265425,0.000038826616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034480054,0.0149065675,0.3226979,0.012331594,0.017505562,0.00029539948,0.13596,0.012393161,0.001102194,0.098043494,0.11516505,0.23511903],"study_design_scores_gemma":[0.0057347533,0.0015331926,0.84645796,0.010300459,0.0008042942,0.000012923874,0.023174677,0.0001502392,0.028022366,0.07675363,0.0053296317,0.0017258944],"about_ca_topic_score_codex":0.0051413164,"about_ca_topic_score_gemma":0.002329193,"teacher_disagreement_score":0.52376,"about_ca_system_score_codex":0.00003767123,"about_ca_system_score_gemma":0.00005611727,"threshold_uncertainty_score":0.9999368},"labels":[],"label_agreement":null},{"id":"W4252192176","doi":"10.1016/s0924-9338(09)71429-4","title":"Do We Need to Review Outcome Measures in Schizophrenia to Capture ‘Real-life’ Situation? [P03-197]","year":2009,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Outcome (game theory); Scrutiny; Stigma (botany); Psychology; Perspective (graphical); Schizophrenia (object-oriented programming); Psychiatry; Medicine; Political science; Economics","score_opus":0.05084787179114046,"score_gpt":0.37981229088801743,"score_spread":0.32896441909687696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252192176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5613993,0.07889041,0.00014212678,0.1457978,0.0056609707,0.0035487246,0.000052781532,0.00038130133,0.20412661],"genre_scores_gemma":[0.94935733,0.00079349166,0.001506522,0.044225805,0.0007313549,0.000049595732,0.00002927236,0.00006611863,0.003240502],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99699706,0.00054927263,0.0008656614,0.0006816469,0.00034368414,0.0005626651],"domain_scores_gemma":[0.99844235,0.000029766707,0.00016482564,0.0007919317,0.0000458138,0.0005253162],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076760154,0.00036416008,0.00047242688,0.00030218813,0.00015283472,0.000058836173,0.000541773,0.0000710023,0.0008780554],"category_scores_gemma":[0.00004871575,0.00031707634,0.00013000547,0.0008212761,0.000013766808,0.0001083225,0.00005928651,0.00032414985,0.007341485],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015049569,0.001965118,0.12655734,0.00077379565,0.000114392766,0.0002009818,0.008380079,0.000027158156,0.00007696254,0.023819908,0.5830502,0.2535291],"study_design_scores_gemma":[0.00353218,0.0006179368,0.9304532,0.0035408242,0.000090626214,0.00002070861,0.0009982343,0.0000010943444,0.0000026342939,0.00068136735,0.059291806,0.0007694056],"about_ca_topic_score_codex":0.00013062422,"about_ca_topic_score_gemma":0.00022831297,"teacher_disagreement_score":0.80389583,"about_ca_system_score_codex":0.000079278594,"about_ca_system_score_gemma":0.000041970434,"threshold_uncertainty_score":0.9999281},"labels":[],"label_agreement":null},{"id":"W4254507465","doi":"10.1176/appi.pn.2016.5b4","title":"Investing in Global Mental Health Care Could Save Billions","year":2016,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Global mental health; Workforce; Depression (economics); Productivity; Anxiety; Health care; Psychiatry; Global health; Medicine; Economic growth; Psychology; Political science; Business; Economics","score_opus":0.03336167015130007,"score_gpt":0.3898155997398316,"score_spread":0.3564539295885315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254507465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8569454,0.013373939,0.00008059531,0.036657233,0.005803762,0.0015580085,0.00030368633,0.00017393818,0.08510347],"genre_scores_gemma":[0.9938445,0.00021678694,0.0009951392,0.0033911532,0.00036594304,0.00009855083,0.00003930709,0.000021829406,0.0010268093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808544,0.00015641292,0.0004912802,0.00046087577,0.00018263597,0.0006233511],"domain_scores_gemma":[0.9991731,0.000050939714,0.00018672716,0.0003230835,0.000015769087,0.00025036218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013456352,0.00020303774,0.00025180503,0.00015454044,0.00023395817,0.000017086506,0.00020867607,0.00009707976,0.00059223955],"category_scores_gemma":[0.000007927814,0.0001386897,0.00007291684,0.00065502065,0.00004234415,0.00010083045,0.00004670231,0.00010874073,0.00064611464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009980604,0.0002908216,0.65353394,0.000041627747,0.000017888833,0.000008810313,0.001661296,1.3160158e-7,0.000004082855,0.0050639026,0.06825681,0.2710209],"study_design_scores_gemma":[0.01823162,0.0016665992,0.7326496,0.00034416025,0.000044131684,0.00010803171,0.012007121,0.0000050509743,0.000017818706,0.0055607124,0.22829573,0.0010694129],"about_ca_topic_score_codex":0.0065219104,"about_ca_topic_score_gemma":0.006368617,"teacher_disagreement_score":0.26995146,"about_ca_system_score_codex":0.00058250164,"about_ca_system_score_gemma":0.00009758468,"threshold_uncertainty_score":0.9859221},"labels":[],"label_agreement":null},{"id":"W4256061651","doi":"10.31219/osf.io/jd2ak","title":"Mental health literacy of healthcare providers in Arab Gulf countries: a systematic review","year":2020,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Mental health literacy; Stigma (botany); Mental health; Health literacy; MEDLINE; Health care; Medicine; Mental healthcare; Scale (ratio); Nursing; Literacy; Family medicine; Systematic review; Psychology; Mental illness; Psychiatry; Political science","score_opus":0.0701145089314699,"score_gpt":0.4734490920123557,"score_spread":0.40333458308088577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256061651","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.0612481e-7,0.9700125,0.0000036489357,0.0068575256,0.00053699897,0.021155853,0.00051489135,0.000060039794,0.00085837074],"genre_scores_gemma":[0.0000070052142,0.98906696,0.00007786072,0.0060171825,0.00005590646,0.0027080725,0.0007216065,0.00007191511,0.0012734651],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99249214,0.0016821543,0.003936873,0.00078487623,0.00044235875,0.00066159],"domain_scores_gemma":[0.9961701,0.0003306653,0.0023323493,0.0007837193,0.00005757795,0.00032561325],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009325153,0.0006814143,0.0072805737,0.0002876191,0.00009752779,0.00003759951,0.00055695325,0.0002414324,0.0008944054],"category_scores_gemma":[0.000036727848,0.00047101142,0.0005475769,0.0008132024,0.000052779462,0.00017038778,0.00009226214,0.00046881946,0.0006772859],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010425446,0.00013183818,0.000003844425,0.7748845,0.0001374628,0.000027568773,0.0008543112,8.075641e-10,1.7796911e-10,0.0008239961,0.0050512087,0.21807484],"study_design_scores_gemma":[0.0002736863,0.00022144653,4.074396e-7,0.56681496,0.00023735646,0.00004706228,0.00012637505,3.276909e-7,6.700033e-9,0.0000074152567,0.43209383,0.00017713237],"about_ca_topic_score_codex":0.0022772127,"about_ca_topic_score_gemma":0.00019105535,"teacher_disagreement_score":0.42704263,"about_ca_system_score_codex":0.0009162473,"about_ca_system_score_gemma":0.0006584799,"threshold_uncertainty_score":0.99977416},"labels":[],"label_agreement":null},{"id":"W4256267766","doi":"10.26226/morressier.5a7070ddd462b80290b56d90","title":"Characterization of Patients Assessed in Community Mental Health Clinics in an Oil Sands City in Canada: Patient Profile, Sex Differences, and Follow-Up Referral","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Referral; Mental health; Oil sands; Family medicine; Medicine; Psychiatry; Geography; Cartography","score_opus":0.08644626127574687,"score_gpt":0.3799544634991507,"score_spread":0.2935082022234038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256267766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99581504,0.000037708392,9.948045e-7,0.00009140999,0.0013284159,0.001190154,0.0008100462,0.000012093481,0.0007141482],"genre_scores_gemma":[0.9933388,0.00013149098,0.00004762141,0.0003520043,0.000018402297,0.00020556567,0.0057568243,0.0000198732,0.0001293886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959543,0.0014808719,0.0013469692,0.00048203737,0.00029589754,0.0004399405],"domain_scores_gemma":[0.9984678,0.000078610465,0.0007389142,0.00049277564,0.000059212907,0.00016269955],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005947233,0.0003252317,0.0008168721,0.00025907438,0.000108977736,0.000021004495,0.00029378865,0.0002802073,0.00025183728],"category_scores_gemma":[0.000012382699,0.00029852596,0.000028679482,0.00020134755,0.000058783895,0.00012994022,0.00039502367,0.0008389486,8.601586e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043632902,0.0019803555,0.956588,0.00035911254,0.000015227825,0.0000020718637,0.0059547783,1.0593152e-7,0.0000044183257,0.000006609021,0.000052279785,0.034600727],"study_design_scores_gemma":[0.0034346387,0.0007171023,0.9936651,0.00036629336,0.000004622109,2.1895201e-7,0.0013510964,0.0001770689,0.00002711041,0.000028642597,0.000011414411,0.00021671466],"about_ca_topic_score_codex":0.9173114,"about_ca_topic_score_gemma":0.98010874,"teacher_disagreement_score":0.06279734,"about_ca_system_score_codex":0.0013466752,"about_ca_system_score_gemma":0.0007087582,"threshold_uncertainty_score":0.9999467},"labels":[],"label_agreement":null},{"id":"W4256638608","doi":"10.1007/0-306-47628-2_1","title":"Introduction","year":2006,"lang":"en","type":"book-chapter","venue":"Kluwer Academic Publishers eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Computer science","score_opus":0.030563263393096608,"score_gpt":0.3151456812686164,"score_spread":0.2845824178755198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256638608","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023884597,0.0015549426,0.000018571873,0.0021428696,0.007494954,0.0009683376,0.0000542093,0.00036735684,0.9871599],"genre_scores_gemma":[0.0030277653,0.00000981167,0.000035705063,0.0011669054,0.00913878,0.00015456196,0.00066724775,0.0001810949,0.9856181],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966995,0.000051554172,0.0008670806,0.0011094175,0.0005204128,0.0007520213],"domain_scores_gemma":[0.9982518,0.000065497305,0.000560408,0.00077497045,0.00008958119,0.00025774547],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00040493906,0.000658439,0.00060331915,0.00047592772,0.00022866626,0.00018062264,0.000676589,0.0020111217,0.013673374],"category_scores_gemma":[0.0000108405875,0.00063508487,0.00024169593,0.000033062744,0.0002284457,0.0004540927,0.00014001565,0.0024520243,0.002763605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005974499,0.000015567672,0.000035642002,0.00003863945,0.00012512595,0.000029648545,0.0001424867,2.1168476e-7,0.0000050096714,0.08570006,0.8523468,0.06150108],"study_design_scores_gemma":[0.00073083973,0.000073242816,0.00012254705,0.00006804248,0.00014127247,0.00004774569,0.000031624724,8.264083e-7,0.000017851375,0.020996498,0.9772406,0.0005289074],"about_ca_topic_score_codex":0.0001878966,"about_ca_topic_score_gemma":0.0000114479835,"teacher_disagreement_score":0.124893814,"about_ca_system_score_codex":0.00042747543,"about_ca_system_score_gemma":0.00006845894,"threshold_uncertainty_score":0.9998494},"labels":[],"label_agreement":null},{"id":"W4280501285","doi":"10.3389/fpsyt.2022.884947","title":"Healthcare Professionals' Attitudes Toward Patients With Mental Illness: A Cross-Sectional Study in Qatar","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Qatar National Research Fund; University of Calgary; Fonds National de la Recherche Luxembourg; Hamad Medical Corporation; Qatar Foundation","keywords":"Mental illness; Psychological intervention; Stigma (botany); Medicine; Mental health; Cross-sectional study; Logistic regression; Rehabilitation; Psychiatry; Health care; Multivariate analysis; Family medicine; Clinical psychology; Nursing; Physical therapy","score_opus":0.01924140070234469,"score_gpt":0.37431197302752733,"score_spread":0.35507057232518263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280501285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96584177,0.0011417827,0.000006771269,0.0006760649,0.029357104,0.0023625183,0.00020073821,0.000041486426,0.0003717823],"genre_scores_gemma":[0.9958989,0.0000036184906,0.00066885754,0.00074384565,0.000118380776,0.00164588,0.00034029037,0.000036949128,0.0005432836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972227,0.0004122375,0.00056875986,0.00066797796,0.00060976134,0.00051856],"domain_scores_gemma":[0.99936306,0.00001838101,0.00018067102,0.0003045101,0.000026954067,0.000106392254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040081152,0.00024212312,0.00030809297,0.00038839254,0.0005772534,0.000027546828,0.0003626142,0.00008087847,0.0010651812],"category_scores_gemma":[0.0000024060564,0.00021556826,0.00005083719,0.0005749563,0.00006020198,0.00018019488,0.0001564869,0.0005678728,0.000018608283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021219628,0.009739601,0.9664943,0.0000707318,0.00007202874,0.000019424864,0.0048109014,0.000010622906,2.050488e-8,0.00015436056,0.015241588,0.0012644347],"study_design_scores_gemma":[0.008002188,0.0010388382,0.975587,0.000034921573,0.000006104757,0.0000032909595,0.014300387,0.000005397254,1.2643098e-7,0.0003024626,0.00047892577,0.00024034685],"about_ca_topic_score_codex":0.0009955752,"about_ca_topic_score_gemma":0.00086606,"teacher_disagreement_score":0.030057142,"about_ca_system_score_codex":0.00061695743,"about_ca_system_score_gemma":0.00012438749,"threshold_uncertainty_score":0.999848},"labels":[],"label_agreement":null},{"id":"W4280523652","doi":"10.1186/isrctn11400182","title":"Can we carry out an online health coaching program for Canadian armed forces personnel receiving treatment for mental health?","year":2022,"lang":"en","type":"dataset","venue":"http://isrctn.com/","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coaching; Mental health; Carry (investment); Health coaching; Psychology; Applied psychology; Military personnel; Medical education; Business; Medicine; Psychiatry; Political science; Psychotherapist; Finance","score_opus":0.10920678148207784,"score_gpt":0.4280607405187335,"score_spread":0.31885395903665564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280523652","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004612071,0.0045821224,0.000008084511,0.025775114,0.005974808,0.01803652,0.94070774,0.00024378079,0.000059759917],"genre_scores_gemma":[0.0021544483,0.0014204069,0.00092749816,0.0053460174,0.0011833754,0.010499694,0.97451526,0.00025047676,0.0037028494],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920552,0.0007381,0.0015446007,0.0020091413,0.00055079925,0.0031021563],"domain_scores_gemma":[0.99476516,0.0003802002,0.001268072,0.0013807548,0.00007634186,0.0021294458],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.000991468,0.0013386672,0.0019393608,0.0007699854,0.00447595,0.0002301544,0.0010564812,0.0005132277,0.0028004951],"category_scores_gemma":[0.00003136495,0.0012732699,0.0005845363,0.00029486217,0.00011885074,0.00020710817,0.00013002072,0.0007950678,0.000025054758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004733765,0.0024463914,0.0001412963,0.0013222022,0.0004920283,0.000029115627,0.011964547,0.000005286172,3.177027e-7,0.0000746408,0.80529016,0.17776063],"study_design_scores_gemma":[0.005499338,0.010327334,0.00012824038,0.00036698233,0.00019222355,0.000045429806,0.0194489,0.0002932127,0.0000011509461,0.000053079417,0.9627061,0.00093802856],"about_ca_topic_score_codex":0.63128585,"about_ca_topic_score_gemma":0.90722436,"teacher_disagreement_score":0.27593854,"about_ca_system_score_codex":0.0078848135,"about_ca_system_score_gemma":0.0023041088,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W4280632604","doi":"10.5334/ijic.icic21125","title":"Integrated self-management support of persons with physical chronic diseases and common mental disorders by primary care nurses: A scoping review","year":2022,"lang":"en","type":"review","venue":"International Journal of Integrated Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Primary care; Medicine; Library science; Family medicine; Computer science","score_opus":0.01878554145187344,"score_gpt":0.390960320597823,"score_spread":0.37217477914594954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280632604","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009924936,0.9902776,0.0000039749852,0.000059985225,0.001276699,0.0020769937,0.0026737805,0.000028693798,0.0026098073],"genre_scores_gemma":[0.0015726965,0.9909142,0.0000490915,0.00015141391,0.00011622024,0.00031066572,0.0066425195,0.00006848115,0.00017468342],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970203,0.00035744635,0.0010816789,0.00041571978,0.0008408008,0.00028407597],"domain_scores_gemma":[0.99767804,0.00012740992,0.0014959328,0.00024005257,0.00028867152,0.00016987856],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009957861,0.0005533078,0.0017337403,0.00038034347,0.00012251682,0.000054210792,0.0008146872,0.00010052946,0.0010599976],"category_scores_gemma":[0.000005701414,0.00037530903,0.00054355816,0.00034666265,0.00013038596,0.00018379698,0.00014155533,0.00069962663,0.0000062502318],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019216008,0.0005926541,0.0003622912,0.06249038,0.0023664304,0.00021444504,0.0023840053,3.1074893e-7,1.6819595e-7,0.000025406955,0.0043558567,0.9270159],"study_design_scores_gemma":[0.0019222039,0.0016950533,0.000026888956,0.2578461,0.003435993,0.0003393219,0.01589381,9.129323e-7,0.0000015156387,0.0000029702614,0.7184069,0.00042834805],"about_ca_topic_score_codex":0.00021290185,"about_ca_topic_score_gemma":0.000094466275,"teacher_disagreement_score":0.9265875,"about_ca_system_score_codex":0.0032160152,"about_ca_system_score_gemma":0.00088908564,"threshold_uncertainty_score":0.9998699},"labels":[],"label_agreement":null},{"id":"W4280643503","doi":"10.1016/j.jad.2022.05.066","title":"How psychosocial stress profile influences the subsequent occurrence of neuropsychiatric comorbidities: A longitudinal population-based cohort study","year":2022,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Douglas College","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Stressor; Social support; Coping (psychology); Cohort; Population; Comorbidity; Psychology; Psychiatry; Cohort study; Clinical psychology; Medicine; Longitudinal study; Internal medicine; Environmental health","score_opus":0.022375396771111788,"score_gpt":0.34561946517177017,"score_spread":0.3232440684006584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280643503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946408,0.00053806475,0.00003532872,0.0007430848,0.0020280925,0.001571146,0.00016527003,0.000009392248,0.0002688161],"genre_scores_gemma":[0.9995038,0.000012329519,0.000009326855,0.00007254332,0.000096490905,0.00023466388,0.000021973168,0.000011662261,0.000037190348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974944,0.00092510635,0.00043383727,0.00022608833,0.00068243884,0.00023810676],"domain_scores_gemma":[0.9981859,0.00039341435,0.0010300248,0.00020312902,0.00012697263,0.00006056359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005876445,0.00017739124,0.00033438473,0.00022651351,0.0005515783,0.0000413839,0.00042452378,0.000028024411,0.00044861206],"category_scores_gemma":[0.000045538785,0.00012600631,0.00017208522,0.00064546755,0.00009696914,0.000156933,0.00004101995,0.00041091198,0.0000014704536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045577978,0.0022876128,0.9895874,0.000029862638,0.00020963114,0.000012408588,0.0017269531,0.00028102114,0.0000020539267,0.0000820868,0.00092158554,0.0044035716],"study_design_scores_gemma":[0.0019185179,0.002781989,0.9817806,0.00001478006,0.00013232327,0.000007472958,0.01300225,0.000019203984,0.000004630374,0.00016590893,0.000063893065,0.00010846643],"about_ca_topic_score_codex":0.0016235677,"about_ca_topic_score_gemma":0.0005905928,"teacher_disagreement_score":0.011275297,"about_ca_system_score_codex":0.00014381959,"about_ca_system_score_gemma":0.000090038775,"threshold_uncertainty_score":0.5138388},"labels":[],"label_agreement":null},{"id":"W4281628492","doi":"10.1371/journal.pone.0268649","title":"Personalized care planning and shared decision making in collaborative care programs for depression and anxiety disorders: A systematic review","year":2022,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centres Intégré Universitaires de Santé et de Services Sociaux; Université Laval","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Collaborative Care; CINAHL; Health care; Medicine; Anxiety; Advance care planning; Mental health; Psychology; Nursing; Psychological intervention; Palliative care; Psychiatry","score_opus":0.13012122679995353,"score_gpt":0.43525700460382144,"score_spread":0.3051357778038679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281628492","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023963547,0.9791493,0.000003961322,0.0000075497146,0.000058996186,0.019976065,0.0003122878,0.000034385394,0.00021781655],"genre_scores_gemma":[0.0003572908,0.97588176,0.0008866179,0.000044302495,0.000026089321,0.021485968,0.0012109868,0.000061149716,0.00004586319],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9974441,0.00050418585,0.00074002065,0.00069747324,0.00029930024,0.00031493415],"domain_scores_gemma":[0.9984433,0.0005705654,0.00055893516,0.0002903873,0.000059443304,0.00007738541],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026023627,0.0004048627,0.0024032104,0.00014825031,0.00028703883,0.00007104793,0.00017962397,0.00018659155,0.00011841973],"category_scores_gemma":[0.000103214705,0.00030793017,0.00012844839,0.00040253848,0.000029846438,0.0000885314,0.00014466877,0.000261954,0.000002763886],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004866259,0.00016439149,0.0004463893,0.6213738,0.00016128593,0.0000071441996,0.0057370947,4.109664e-9,6.320477e-9,0.0000042710444,0.000018220782,0.37203878],"study_design_scores_gemma":[0.0010912569,0.00022332222,0.000021711321,0.96132,0.0030452567,0.000008264116,0.008459487,0.0000030670071,3.0754226e-8,0.000010604406,0.025505424,0.0003115808],"about_ca_topic_score_codex":0.0000146658695,"about_ca_topic_score_gemma":0.000049546292,"teacher_disagreement_score":0.3717272,"about_ca_system_score_codex":0.00026553974,"about_ca_system_score_gemma":0.000052972886,"threshold_uncertainty_score":0.9999373},"labels":[],"label_agreement":null},{"id":"W4281750469","doi":"10.1111/appy.12517","title":"A comparative review of the epidemiology of mental disorders in Australia and India","year":2022,"lang":"en","type":"review","venue":"Asia-Pacific Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Epidemiology; Prevalence of mental disorders; Mental illness; Anxiety; Mental health; Psychiatry; Medicine; Psychiatric epidemiology; Chinese Classification of Mental Disorders; Psychological intervention; Psychology; Personality disorders; Pathology","score_opus":0.1368863263169812,"score_gpt":0.47548850913726365,"score_spread":0.3386021828202824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281750469","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000463445,0.97973716,1.3651425e-7,0.0003483129,0.003029687,0.002942725,0.0003374929,0.000007893645,0.013133163],"genre_scores_gemma":[0.0014920802,0.9967735,0.00006846848,0.000091807,0.000044723696,0.0005773062,0.00022316977,0.00002522308,0.00070371403],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953176,0.0019663475,0.0016243447,0.0005414574,0.00016667701,0.00038358325],"domain_scores_gemma":[0.9972414,0.0004737225,0.0015566354,0.00064508227,0.000008068011,0.00007512261],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008919267,0.0004177808,0.0027063042,0.00020132388,0.00009752784,0.0000016113381,0.0005210531,0.00023648403,0.0023739724],"category_scores_gemma":[0.000021550653,0.00028103785,0.00047072288,0.0007030764,0.0003025757,0.00003877156,0.0001581517,0.0006525507,0.000026132053],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090401874,0.0016573579,0.13481233,0.20917627,0.0008983485,0.0000025815107,0.0017155289,3.6715512e-8,2.1487345e-8,0.012848178,0.048647486,0.5901514],"study_design_scores_gemma":[0.00064233964,0.00024540172,0.01846799,0.046337903,0.00048342682,0.00004275704,0.0012149662,9.422513e-8,3.9365208e-8,0.00079007365,0.9314801,0.00029487943],"about_ca_topic_score_codex":0.0004280331,"about_ca_topic_score_gemma":0.00018491368,"teacher_disagreement_score":0.88283265,"about_ca_system_score_codex":0.00009656882,"about_ca_system_score_gemma":0.00012145537,"threshold_uncertainty_score":0.9999642},"labels":[],"label_agreement":null},{"id":"W4281996591","doi":"10.36348/sjm.2022.v07i05.010","title":"A Semi-Systematic Review of Patient Journey and Management of Depression in Saudi Arabia","year":2022,"lang":"en","type":"review","venue":"Saudi Journal of Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Tata Consultancy Services; Pfizer","keywords":"Depression (economics); Inclusion (mineral); Medicine; Management of depression; Systematic review; Patient data; Family medicine; MEDLINE; Psychiatry; Primary care; Psychology","score_opus":0.08095840899488803,"score_gpt":0.43327640235759124,"score_spread":0.3523179933627032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281996591","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014858467,0.9949296,0.0000033276701,0.00019494888,0.00076639437,0.002261765,0.000011841623,0.0000023640537,0.0016811552],"genre_scores_gemma":[0.00026072323,0.99908185,0.000050722363,0.0001898007,0.00007714724,0.00011673304,0.000018327448,0.000027613767,0.00017711046],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9938274,0.0010422872,0.003849411,0.00022825315,0.0008177361,0.00023489635],"domain_scores_gemma":[0.9929851,0.00040542873,0.005985225,0.0003958196,0.00007543064,0.00015297878],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026531357,0.00033315842,0.004392774,0.00053503836,0.000048705686,0.000002324159,0.00037349752,0.000108233275,0.0018716562],"category_scores_gemma":[0.00011230619,0.00019304472,0.00030050954,0.0005084726,0.000091632646,0.000051162682,0.00013349249,0.0005438051,0.0000030328338],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003436263,0.00018001335,0.00004072477,0.71547985,0.00040260702,0.0003101354,0.0002575304,4.8635574e-8,5.1614748e-8,0.000025759442,0.0022602382,0.2810087],"study_design_scores_gemma":[0.0014138639,0.0007559534,0.00007065156,0.91060746,0.0035454684,0.0007525239,0.0004508425,1.2304507e-7,2.449494e-7,0.000037721213,0.082256906,0.0001082166],"about_ca_topic_score_codex":0.000026324371,"about_ca_topic_score_gemma":0.0000021001522,"teacher_disagreement_score":0.28090048,"about_ca_system_score_codex":0.00018222956,"about_ca_system_score_gemma":0.000042014148,"threshold_uncertainty_score":0.9990408},"labels":[],"label_agreement":null},{"id":"W4282940074","doi":"10.2196/35168","title":"The World Mental Health International College Student Survey in Canada: Protocol for a Mental Health and Substance Use Trend Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; McMaster University; University of British Columbia; Public Health Ontario; University of Toronto; Simon Fraser University","funders":"","keywords":"Mental health; Context (archaeology); Psychological intervention; Phone; Protocol (science); Medicine; Population; Survey data collection; Medical education; Family medicine; Psychology; Environmental health; Nursing; Alternative medicine; Psychiatry; Geography","score_opus":0.47295751557275895,"score_gpt":0.6437304327257567,"score_spread":0.17077291715299775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282940074","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04112992,0.000011968488,1.5876378e-7,0.0062946617,0.00008276913,0.95063806,0.0016523972,0.000015662488,0.00017439731],"genre_scores_gemma":[0.023216452,6.203277e-7,0.00001504325,0.0003865382,0.000044308417,0.9688095,0.00015830582,0.000034139455,0.00733509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99207634,0.0037907131,0.0008056177,0.00066941755,0.0015161011,0.0011418123],"domain_scores_gemma":[0.9981202,0.0007506287,0.00027765622,0.00041379858,0.00006952706,0.00036822745],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005788793,0.0002196648,0.0003405293,0.00028320917,0.002509703,0.00015221754,0.0007528102,0.000018732277,0.0004234553],"category_scores_gemma":[0.000019587595,0.00017167491,0.00003350359,0.00077074696,0.0001003927,0.000156038,0.00043204558,0.00060973474,0.000002805074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0089678895,0.004781342,0.69915515,0.00010973453,0.00005949056,0.00002237573,0.0060823876,5.935647e-7,6.648348e-7,0.0005891179,0.2729482,0.007283015],"study_design_scores_gemma":[0.014078554,0.004528442,0.5061181,0.00018006323,2.0199704e-7,0.000005264599,0.014086758,0.000019314233,0.0000018398589,0.000023331757,0.46081728,0.0001408419],"about_ca_topic_score_codex":0.50854963,"about_ca_topic_score_gemma":0.9907309,"teacher_disagreement_score":0.48218122,"about_ca_system_score_codex":0.0058109183,"about_ca_system_score_gemma":0.0019175229,"threshold_uncertainty_score":0.9987889},"labels":[],"label_agreement":null},{"id":"W4283020949","doi":"10.35502/jcswb.248","title":"Obstacles to mental health treatment: Similarities and differences among first responder groups","year":2022,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Specialty; Mental health; First responder; Psychology; Function (biology); Mental health care; Health care; Social psychology; Medicine; Nursing; Psychiatry; Political science; Medical emergency","score_opus":0.03208315513523041,"score_gpt":0.32711721870258154,"score_spread":0.2950340635673511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283020949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844105,0.0021140203,0.000019586963,0.009167429,0.00040954704,0.00029554684,0.000027236323,0.000013687784,0.003542422],"genre_scores_gemma":[0.9960728,0.0015802431,0.00006361882,0.0013243121,0.000064226086,0.000008597572,0.000017719929,0.000014378035,0.0008540756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767715,0.0011597406,0.0005355155,0.00010286276,0.0002234768,0.00030128285],"domain_scores_gemma":[0.9986298,0.00058842934,0.0003142307,0.00019866231,0.00002202273,0.00024682967],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00094948494,0.00018483518,0.00041482755,0.00020161725,0.0036053164,0.00006323538,0.0002362493,0.00004185303,0.00049135316],"category_scores_gemma":[0.000009049072,0.00015349823,0.000070869464,0.000114665425,0.00010715582,0.00021313691,0.00023396728,0.0005501782,0.0000019903696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052187596,0.0017245047,0.5210693,0.00022485202,0.00048681317,0.00008586026,0.39335012,0.000024311523,0.000013391446,0.00655256,0.0025355972,0.068713926],"study_design_scores_gemma":[0.0030341581,0.004266518,0.8840641,0.00016516495,0.000046301517,0.00028343132,0.0842405,0.000016553411,0.000019228535,0.0029832427,0.020671206,0.00020962507],"about_ca_topic_score_codex":0.0017120795,"about_ca_topic_score_gemma":0.0010054237,"teacher_disagreement_score":0.36299476,"about_ca_system_score_codex":0.00024717196,"about_ca_system_score_gemma":0.000026429581,"threshold_uncertainty_score":0.99769187},"labels":[],"label_agreement":null},{"id":"W4283024871","doi":"10.34883/pi.2022.13.2.008","title":"Socio-Demographic and Clinical-Dynamic Characteristics of Schizophrenic Patients with Postpsychotic Depression in the Context of the Phenomenon of Mental Pain","year":2022,"lang":"ru","type":"article","venue":"Психиатрия психотерапия и клиническая психология","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Positive and Negative Syndrome Scale; Schizophrenia (object-oriented programming); Context (archaeology); Psychiatry; Depression (economics); Psychology; Clinical psychology; Internal medicine; Observational study; Extrapyramidal symptoms; Medicine; Psychosis; Antipsychotic","score_opus":0.01584719132096108,"score_gpt":0.3227138555475463,"score_spread":0.3068666642265852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283024871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873308,0.0038744672,0.000008680754,0.0008422969,0.0016136749,0.0041757314,0.0017578697,0.00002095864,0.0003755501],"genre_scores_gemma":[0.99754715,0.00070562115,0.00004510375,0.0007938065,0.00007012179,0.00021861965,0.0003424042,0.00011194619,0.00016523087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98797953,0.0052612685,0.0031268783,0.0011402306,0.0015186837,0.0009734051],"domain_scores_gemma":[0.9928129,0.0016874362,0.00336244,0.0017173707,0.00021819564,0.0002016658],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0041257753,0.0008014352,0.0017071852,0.00048575297,0.000775985,0.00003846495,0.0015884829,0.00036127234,0.00056553714],"category_scores_gemma":[0.00011008119,0.0005281925,0.0005311134,0.0015357719,0.0015598972,0.00019191628,0.0007108968,0.0015105688,0.000006083161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005704517,0.007095167,0.90679127,0.0007246946,0.0005155823,0.000013130082,0.009337451,0.000003056887,0.000079728336,0.0003501262,0.00021892875,0.06916632],"study_design_scores_gemma":[0.012896654,0.0037306452,0.96643144,0.00084180915,0.0004880266,0.000014765629,0.014395582,0.0002205538,0.000027580907,0.00023075081,0.00023708362,0.00048512217],"about_ca_topic_score_codex":0.0007129532,"about_ca_topic_score_gemma":0.00031444198,"teacher_disagreement_score":0.068681195,"about_ca_system_score_codex":0.00021815943,"about_ca_system_score_gemma":0.00019245998,"threshold_uncertainty_score":0.99971694},"labels":[],"label_agreement":null},{"id":"W4283162645","doi":"10.1007/s10597-022-00993-z","title":"Community Health Workers and Stigma Associated with Mental Illness: An Integrative Literature Review","year":2022,"lang":"en","type":"review","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Mental illness; Mental health; Stigma (botany); Feeling; Psychology; Medicine; Nursing; Psychiatry; Social psychology","score_opus":0.13716924973026795,"score_gpt":0.4849080729311835,"score_spread":0.34773882320091554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283162645","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000911399,0.98798215,0.0000024733622,0.0014500472,0.0017418116,0.0049284026,0.0019325997,0.000116156436,0.0009349678],"genre_scores_gemma":[0.00018470292,0.97865534,0.00010113837,0.0057028336,0.00014130937,0.00046695728,0.013827003,0.00016976924,0.00075097504],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.948819,0.046315044,0.0022244998,0.0004835836,0.00079861615,0.0013592801],"domain_scores_gemma":[0.99210346,0.0010195384,0.003700213,0.0014682842,0.000093867246,0.0016146476],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.009908897,0.001307085,0.004126054,0.0005205226,0.01795469,0.0003078087,0.0018125632,0.0003579469,0.001574679],"category_scores_gemma":[0.00007345262,0.0009375727,0.0004493275,0.0013711903,0.00042659335,0.0006040748,0.00077134004,0.01625265,0.000017685965],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015618738,0.0026649043,0.000093313654,0.028745845,0.00060845795,0.000052955947,0.030870924,1.7296623e-8,2.7768567e-9,0.000036469155,0.03361441,0.9031565],"study_design_scores_gemma":[0.0017296524,0.0050416104,0.00020602986,0.26259583,0.00024392734,0.0033128473,0.03303081,5.327128e-7,1.3401771e-8,0.000035460285,0.69315,0.00065332605],"about_ca_topic_score_codex":0.0045132977,"about_ca_topic_score_gemma":0.004932459,"teacher_disagreement_score":0.9025032,"about_ca_system_score_codex":0.00552836,"about_ca_system_score_gemma":0.0012771215,"threshold_uncertainty_score":0.99996805},"labels":[],"label_agreement":null},{"id":"W4283274142","doi":"10.1136/fmch-2021-001481","title":"Transitions in health service use among women with poor mental health: a 7-year follow-up","year":2022,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Queensland; Australian Government","keywords":"Mental health; Latent class model; Sample (material); Mental health service; Quarter (Canadian coin); Medicine; Service (business); Longitudinal study; Psychology; Gerontology; Psychiatry; Geography; Computer science","score_opus":0.10015534207917907,"score_gpt":0.3852624076659752,"score_spread":0.2851070655867961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283274142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91123176,0.0021487449,0.000015361185,0.083410904,0.00044415932,0.0015968523,0.00026575662,0.00008566294,0.00080077234],"genre_scores_gemma":[0.9104225,0.0005619546,0.00008651784,0.087191515,0.00005061087,0.000504167,0.00064496463,0.00003854562,0.0004992442],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9934115,0.004014679,0.0008049849,0.00034290281,0.000419886,0.0010060675],"domain_scores_gemma":[0.9980003,0.00026278768,0.00034894922,0.00059838506,0.00003374127,0.00075579],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0030309102,0.00028806372,0.0007671835,0.000346348,0.0034494693,0.0000184484,0.0003179724,0.00004963366,0.0005440161],"category_scores_gemma":[0.000008957798,0.00025051055,0.000026750638,0.00093493954,0.00014977781,0.00018172567,0.00013597186,0.0015658953,0.000009343445],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004205908,0.004131118,0.11218192,0.0019570284,0.00017834964,0.000040152594,0.771603,0.000011245376,0.0000069106713,0.0014825598,0.062110495,0.04209133],"study_design_scores_gemma":[0.013579512,0.012280973,0.45674074,0.00060486485,0.000007591854,0.000051846648,0.49434698,0.000044889683,1.15831654e-7,0.00012407411,0.021971079,0.000247347],"about_ca_topic_score_codex":0.37947798,"about_ca_topic_score_gemma":0.08560183,"teacher_disagreement_score":0.3445588,"about_ca_system_score_codex":0.0011319235,"about_ca_system_score_gemma":0.0004504633,"threshold_uncertainty_score":0.9999947},"labels":[],"label_agreement":null},{"id":"W4283312659","doi":"10.1177/17456916211071079","title":"Only Human: Mental-Health Difficulties Among Clinical, Counseling, and School Psychology Faculty and Trainees","year":2022,"lang":"en","type":"article","venue":"Perspectives on Psychological Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Mental health; Psychology; Anxiety; Population; Psychiatry; Clinical psychology; Depression (economics); Internship; Medicine; Medical education","score_opus":0.0965805063200293,"score_gpt":0.512491379250023,"score_spread":0.4159108729299937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283312659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791177,0.0018861191,0.0000113232345,0.0053708088,0.001012884,0.0008778915,0.00009436003,0.00013338985,0.011495547],"genre_scores_gemma":[0.99280113,0.00068620447,0.000273386,0.004512347,0.00011007513,0.00016194132,0.000020145731,0.00001535429,0.0014194148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99565196,0.0005280445,0.0005816058,0.0018953654,0.0005572143,0.00078579993],"domain_scores_gemma":[0.9984333,0.00014399785,0.00029857593,0.00048218647,0.00004878493,0.00059316243],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002250504,0.00030568818,0.00044655267,0.00021863896,0.0029835757,0.00011720631,0.00062033086,0.00010081304,0.0027518272],"category_scores_gemma":[0.0000849332,0.00023209024,0.00008244595,0.00061102374,0.003143032,0.00019382936,0.0002225983,0.00074658735,0.000058246693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018690554,0.01633296,0.604427,0.00003930914,0.00017938767,0.00011748339,0.07645336,0.0000052085848,0.0005918089,0.055043224,0.0929392,0.15200202],"study_design_scores_gemma":[0.0022026899,0.004544742,0.94484115,0.000013681474,0.0000070754677,0.00006864711,0.043207698,0.000010023287,0.0000011445701,0.0008882295,0.0039457576,0.00026919204],"about_ca_topic_score_codex":0.00015767192,"about_ca_topic_score_gemma":0.00003408898,"teacher_disagreement_score":0.34041414,"about_ca_system_score_codex":0.00021955589,"about_ca_system_score_gemma":0.000031502503,"threshold_uncertainty_score":0.99956983},"labels":[],"label_agreement":null},{"id":"W4283316927","doi":"10.1176/appi.pn.2022.07.7.25","title":"Brendel Charts A ‘Roadmap for the Future’","year":2022,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Silence; Psychology; History; Political science; Medicine","score_opus":0.03028298977262201,"score_gpt":0.3562909589342849,"score_spread":0.3260079691616629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283316927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29834783,0.16375293,0.0023711515,0.21521102,0.14362705,0.014484144,0.00086137693,0.0007352319,0.16060926],"genre_scores_gemma":[0.94847256,0.00020928548,0.00061110454,0.010273638,0.0056061596,0.005328889,0.0000893046,0.00006213487,0.029346898],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998755,0.000092865244,0.00025044027,0.0003245256,0.00018724486,0.00038994016],"domain_scores_gemma":[0.9992226,0.00013100526,0.00013250406,0.00042441583,0.000011757021,0.00007772781],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023532489,0.0001426347,0.00014144622,0.000088593355,0.0011257731,0.000022673934,0.00038509042,0.000035419016,0.005482253],"category_scores_gemma":[0.0000015338447,0.00009910224,0.00014437642,0.00035667373,0.00001638106,0.00003769128,0.00006875873,0.00018490256,0.00020621094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003538164,0.00048746812,0.006360137,0.000021197775,0.000076136756,0.000003717789,0.0009643692,0.000003559394,0.0000013773705,0.020657547,0.66819215,0.3028785],"study_design_scores_gemma":[0.0020154107,0.00035690182,0.008980431,7.5920644e-7,0.000068781424,0.000027337515,0.002843937,0.000044123783,0.0000013973839,0.0027686944,0.9827481,0.00014413598],"about_ca_topic_score_codex":0.00032254407,"about_ca_topic_score_gemma":0.00008245283,"teacher_disagreement_score":0.6501247,"about_ca_system_score_codex":0.00005337783,"about_ca_system_score_gemma":0.000024245232,"threshold_uncertainty_score":0.9954269},"labels":[],"label_agreement":null},{"id":"W4283327050","doi":"10.1186/s13033-022-00539-6","title":"Determinants of effective treatment coverage for major depressive disorder in the WHO World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Mental health; Major depressive disorder; Logistic regression; Medicine; Depression (economics); Health administration; Psychiatry; Bivariate analysis; Health care; Public health; Clinical psychology; Nursing; Internal medicine","score_opus":0.03191189516088427,"score_gpt":0.4215513608013421,"score_spread":0.3896394656404578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283327050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97309315,0.008246973,0.000119508986,0.0041254284,0.0075765024,0.004579832,0.0019684418,0.0000065296613,0.0002836208],"genre_scores_gemma":[0.9970201,0.00020880933,0.000020441194,0.00071799714,0.0002636143,0.00072695,0.00016324136,0.000024121615,0.00085467467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947678,0.002295992,0.0014466017,0.00024859834,0.00083104934,0.00040997847],"domain_scores_gemma":[0.9971624,0.00050858967,0.0019366139,0.00016679801,0.000091134,0.00013448004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030232656,0.00021925755,0.0006457842,0.00040507293,0.00044554393,0.000035170408,0.0005777106,0.000030327881,0.00013494375],"category_scores_gemma":[0.000008747201,0.00015598148,0.0001999361,0.00019981714,0.000041788113,0.00014996683,0.00007457544,0.00020980241,0.0000037700083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045859907,0.006018871,0.6906028,0.0004296877,0.0007161496,0.0001366496,0.03159471,0.00020920704,0.000014312744,0.0010167178,0.013262693,0.2514122],"study_design_scores_gemma":[0.05793373,0.022734426,0.8118251,0.002130472,0.00006064721,0.0022236262,0.03564073,0.0007657751,0.0001698139,0.00028399975,0.065628365,0.0006032976],"about_ca_topic_score_codex":0.008290766,"about_ca_topic_score_gemma":0.002481812,"teacher_disagreement_score":0.25080892,"about_ca_system_score_codex":0.0022923367,"about_ca_system_score_gemma":0.00019251677,"threshold_uncertainty_score":0.9983131},"labels":[],"label_agreement":null},{"id":"W4283577639","doi":"10.1016/j.ijlp.2022.101804","title":"The psychometric properties of the Forensic Stigma Scale (FSS)","year":2022,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Royal Ottawa Mental Health Centre","funders":"","keywords":"Psychology; Clinical psychology; Stigma (botany); Blame; Scale (ratio); Construct validity; Psychometrics; Forensic science; Internal consistency; Reliability (semiconductor); Psychiatry; Social psychology; Medicine","score_opus":0.028996544360825518,"score_gpt":0.3282977734737976,"score_spread":0.29930122911297213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283577639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95622665,0.009577858,0.000006751958,0.00978086,0.013634165,0.00012970291,0.000018444412,0.00000310464,0.010622453],"genre_scores_gemma":[0.9972652,0.00009277305,0.000053991906,0.001231086,0.00036584077,0.000011043921,7.787514e-7,0.0000070684346,0.00097217417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988364,0.0001466135,0.00038119068,0.00007970062,0.0004455237,0.00011056898],"domain_scores_gemma":[0.9992685,0.00006543725,0.0004027459,0.00012485209,0.00010020176,0.00003828835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040193097,0.000071468035,0.000105620915,0.00008288535,0.00050337776,0.000031579297,0.00053212047,0.000020468698,0.00021892402],"category_scores_gemma":[0.00000675408,0.00003615314,0.00010853747,0.00013653879,0.00012865338,0.00006608285,0.0000852067,0.0002532714,0.000002614327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041194553,0.0019920508,0.45086923,0.00007130039,0.0014633257,0.000015576623,0.0048138024,0.000044378292,0.00029217792,0.36913487,0.044250324,0.12293352],"study_design_scores_gemma":[0.010401147,0.002103144,0.5557798,0.00044785705,0.00025938696,0.002521488,0.011012473,0.00004322974,0.001090319,0.060872514,0.35501075,0.0004578945],"about_ca_topic_score_codex":0.00011679171,"about_ca_topic_score_gemma":0.00008114286,"teacher_disagreement_score":0.31076044,"about_ca_system_score_codex":0.00003287503,"about_ca_system_score_gemma":0.00003759502,"threshold_uncertainty_score":0.38716257},"labels":[],"label_agreement":null},{"id":"W4283698470","doi":"10.2196/34168","title":"Peer-Presented Versus Mental Health Service Provider–Presented Mental Health Outreach Programs for University Students: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph; McGill University","funders":"","keywords":"Mental health; Peer support; Outreach; Service provider; Medical education; Psychology; Randomized controlled trial; Medicine; Nursing; Service (business); Psychiatry","score_opus":0.0481721903032859,"score_gpt":0.4275133371694467,"score_spread":0.3793411468661608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283698470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5043207,0.004005703,0.000038760685,0.2922748,0.017198987,0.17496595,0.0048346715,0.0008471071,0.0015133747],"genre_scores_gemma":[0.83869714,0.0007745516,0.0008979172,0.018333308,0.0013091841,0.03002097,0.042426065,0.00044763397,0.06709322],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.984618,0.005831682,0.00255361,0.0017323627,0.002657364,0.0026069852],"domain_scores_gemma":[0.9944426,0.00058420515,0.0024166733,0.00090002,0.00018344645,0.0014730602],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0059465994,0.0009874012,0.0036247002,0.00054934627,0.005470941,0.00016157074,0.0013580585,0.00017672271,0.0010410286],"category_scores_gemma":[0.000034315344,0.00093228905,0.0010220793,0.0010054705,0.00022890641,0.00041457204,0.0008633878,0.0008578919,0.000090538095],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.82078624,0.011150011,0.0003960923,0.00043531685,0.0010976848,0.0000105638965,0.018480858,0.0000014008062,0.0000021785834,0.00054697203,0.13389874,0.013193958],"study_design_scores_gemma":[0.8216177,0.0104199415,0.00012574316,0.00012592049,0.000065553395,0.000024724413,0.04666296,0.00035331023,0.00000210716,0.000026214428,0.120066896,0.00050892355],"about_ca_topic_score_codex":0.019188587,"about_ca_topic_score_gemma":0.0038317088,"teacher_disagreement_score":0.33437648,"about_ca_system_score_codex":0.0068744128,"about_ca_system_score_gemma":0.0012180303,"threshold_uncertainty_score":0.99987215},"labels":[],"label_agreement":null},{"id":"W4283775407","doi":"10.1017/s1463423622000251","title":"A situational analysis of primary health care centers in Brazil: challenges and opportunities for addressing mental illness and substance use-related stigma","year":2022,"lang":"en","type":"article","venue":"Primary Health Care Research & Development","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Universidade de São Paulo; Centre for Addiction and Mental Health","keywords":"Thematic analysis; Mental health; Stigma (botany); Nursing; Psychological intervention; Population; Mental illness; Service delivery framework; Psychology; Medicine; Qualitative research; Environmental health; Psychiatry; Service (business); Sociology","score_opus":0.22094435317064395,"score_gpt":0.447576886444436,"score_spread":0.22663253327379204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283775407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8109027,0.17617433,0.000011173837,0.0086338995,0.0002672641,0.00268981,0.0006191842,0.0000323723,0.00066924497],"genre_scores_gemma":[0.97431976,0.01623787,0.0011917463,0.0021741574,0.000019731004,0.0015704158,0.004265722,0.000044692442,0.00017591086],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9951359,0.0011722068,0.0009583552,0.00073273224,0.0010345627,0.00096624997],"domain_scores_gemma":[0.99819565,0.0006115273,0.00033151492,0.0002520536,0.00021569709,0.00039357875],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023910238,0.0002478724,0.00075589557,0.0012915096,0.001636123,0.000037113467,0.00021870826,0.00007121664,0.00010234199],"category_scores_gemma":[0.000016279431,0.00026261772,0.000061584135,0.00063061266,0.00019371921,0.00021988065,0.00030923047,0.00040465954,5.1672316e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010434896,0.00037650258,0.020018218,0.003597475,0.00047726132,0.0000306607,0.21890709,0.000009607798,0.0000059834465,0.00087867933,0.002277188,0.75237787],"study_design_scores_gemma":[0.0037959835,0.000714731,0.85838103,0.00033668027,0.0000380608,0.000014206415,0.11567407,0.00002384001,0.000011554801,0.00004280436,0.020606792,0.00036023257],"about_ca_topic_score_codex":0.0010821244,"about_ca_topic_score_gemma":0.0038008366,"teacher_disagreement_score":0.8383628,"about_ca_system_score_codex":0.0045879367,"about_ca_system_score_gemma":0.0019644564,"threshold_uncertainty_score":0.9999826},"labels":[],"label_agreement":null},{"id":"W4284667373","doi":"10.21203/rs.3.rs-1550030/v1","title":"An intervention to reduce stigma and improve management of depression, risk of suicide/self-harm and other significant emotional or medically unexplained complaints among adolescents living in urban slums: protocol for the ARTEMIS project","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council; UK Research and Innovation","keywords":"Harm; Depression (economics); Stigma (botany); Intervention (counseling); Psychiatry; Psychology; Clinical psychology; Medicine; Social psychology","score_opus":0.11129937010922765,"score_gpt":0.5047581471165724,"score_spread":0.3934587770073448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284667373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8064841,0.00008593413,0.00030458096,0.00006187161,0.00010935383,0.19235674,0.00045262428,0.000023915623,0.000120848315],"genre_scores_gemma":[0.7673887,0.000017098651,0.00032173636,0.000007893758,0.00005239209,0.23193358,0.00003827717,0.000032927193,0.00020742924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99551183,0.0015515873,0.00079915073,0.000794245,0.00086715544,0.00047600397],"domain_scores_gemma":[0.9979529,0.0006872597,0.00044212647,0.00057519873,0.0001676605,0.00017487028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043376535,0.00024518382,0.00040344946,0.00042085067,0.00031575334,0.000053317308,0.00053509005,0.00015423668,0.0005213123],"category_scores_gemma":[0.00014263767,0.00016707135,0.00008449269,0.00029793626,0.00019260781,0.00006293217,0.0009483665,0.0006685812,8.8517027e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059703877,0.0038434737,0.8955839,0.019705655,0.00038612966,0.00003106016,0.008989406,0.00002246463,0.0000702306,0.00012238248,0.00082092907,0.06445392],"study_design_scores_gemma":[0.0044206493,0.0018348218,0.96616316,0.012535495,0.000055596596,0.0000017513233,0.012691495,0.0016388901,0.00012663801,0.00014716348,0.00018587486,0.00019844792],"about_ca_topic_score_codex":0.0051331483,"about_ca_topic_score_gemma":0.00059753953,"teacher_disagreement_score":0.07057922,"about_ca_system_score_codex":0.00022132938,"about_ca_system_score_gemma":0.0000889144,"threshold_uncertainty_score":0.7759819},"labels":[],"label_agreement":null},{"id":"W4284889020","doi":"10.33137/jrmh.v5i2.38987","title":"Eroding the Stigma of Mental Illness and Enhancing Equity, Diversity and Inclusion","year":2022,"lang":"en","type":"article","venue":"Journal of Recovery in Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Stigma (botany); Mental illness; Equity (law); Inclusion (mineral); Diversity (politics); Psychology; Mental health; Psychiatry; Sociology; Social psychology; Political science","score_opus":0.040659260825089145,"score_gpt":0.3832222582260393,"score_spread":0.34256299740095014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284889020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99157,0.004428916,0.0000073032757,0.0019213856,0.0013721874,0.00036945377,0.000046912937,0.0000027170213,0.00028115598],"genre_scores_gemma":[0.99774635,0.0013559144,0.000064253334,0.0006879404,0.000046488272,0.000004144215,0.0000057993802,0.0000070688598,0.00008202978],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982167,0.000411043,0.0005390187,0.00014203083,0.0004417631,0.0002494426],"domain_scores_gemma":[0.9990327,0.00014199516,0.0006163472,0.00008553345,0.000013643002,0.00010980861],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002400596,0.0001041656,0.00029560152,0.00016755552,0.0045145596,0.000009593076,0.00022221547,0.000027719689,0.00022038605],"category_scores_gemma":[0.000006510116,0.00007957944,0.000045681605,0.0001578872,0.00006354936,0.00019609932,0.0070090173,0.00031516264,3.8470407e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029932316,0.0010649455,0.2460997,0.00038224668,0.00011737184,0.00007053188,0.18025395,0.000017519196,0.0007381326,0.00041542412,0.0022369048,0.56561005],"study_design_scores_gemma":[0.024558125,0.01767802,0.68572,0.0017946695,0.00013230182,0.003357727,0.2452712,0.00025203553,0.002667117,0.010163863,0.0074746967,0.0009302437],"about_ca_topic_score_codex":0.0013611777,"about_ca_topic_score_gemma":0.00032938205,"teacher_disagreement_score":0.5646798,"about_ca_system_score_codex":0.0006287752,"about_ca_system_score_gemma":0.00004794978,"threshold_uncertainty_score":0.9967814},"labels":[],"label_agreement":null},{"id":"W4285089421","doi":"10.1177/13634615221100377","title":"Cross-cultural adaptation of four instruments to measure stigma towards people with mental illness and substance use problems among primary care professionals in Chile","year":2022,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Fondo de Fomento al Desarrollo Científico y Tecnológico","keywords":"Stigma (botany); Mental illness; Context (archaeology); Mental health; Psychology; Latin Americans; Focus group; Adaptation (eye); Medicine; Psychiatry; Sociology; Political science","score_opus":0.03874310432007425,"score_gpt":0.32491782960795784,"score_spread":0.28617472528788357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285089421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943612,0.000904127,0.0000052833884,0.00041162016,0.0010804752,0.0023760435,0.00033848052,0.00004086235,0.0004818948],"genre_scores_gemma":[0.997393,0.000007839438,0.0004218657,0.0001495726,0.000038473598,0.00085514016,0.00051299966,0.000026318401,0.00059480406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979799,0.0001764599,0.00044173517,0.0004931033,0.0005290084,0.00037981063],"domain_scores_gemma":[0.9994072,0.000012088359,0.00016786646,0.00018286298,0.000094967014,0.00013506901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013789756,0.00027608007,0.0003389622,0.00009514838,0.0005747054,0.000049346778,0.0002094139,0.00007712755,0.00031459422],"category_scores_gemma":[0.0000013689934,0.0001964672,0.00006931342,0.00047551625,0.00008528772,0.0006577699,0.000031436437,0.00027961706,0.000002736502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012933823,0.00046225288,0.88124526,0.0003805218,0.000068545814,0.0000032724117,0.10699365,0.00013380448,0.000103103564,0.00010724699,0.00010626265,0.009102704],"study_design_scores_gemma":[0.004471324,0.0004747063,0.9455223,0.00027722778,0.000029729461,0.000023848263,0.04878815,0.000008978895,0.000058788664,0.00001054177,0.000050872368,0.0002835025],"about_ca_topic_score_codex":0.0033009432,"about_ca_topic_score_gemma":0.02231389,"teacher_disagreement_score":0.06427708,"about_ca_system_score_codex":0.00019126126,"about_ca_system_score_gemma":0.00005574669,"threshold_uncertainty_score":0.9955263},"labels":[],"label_agreement":null},{"id":"W4285265825","doi":"10.1007/978-3-030-89594-5_53","title":"Social Exclusion and Marginalization of Mental Illness in Ghana","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Mental illness; Stigma (botany); Social exclusion; Psychology; Perception; Social stigma; Psychiatry; Social psychology; Mental health; Medicine; Political science; Family medicine","score_opus":0.039631704297041374,"score_gpt":0.35760238544175216,"score_spread":0.3179706811447108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285265825","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022745619,0.00071291655,0.0000036113456,0.00025177782,0.00041015717,0.0005299323,0.000048965267,0.0000147548635,0.97528225],"genre_scores_gemma":[0.3393814,0.0001502341,0.00001296684,0.00013522402,0.0000665828,0.0000376909,0.00046922156,0.000029678793,0.659717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991986,0.00002992578,0.00025988388,0.00023084908,0.00016174468,0.00011897092],"domain_scores_gemma":[0.99971426,0.00001939053,0.00015022676,0.00008144756,0.000008759681,0.000025896788],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000096008494,0.00014258234,0.00023703695,0.00016066752,0.0001434992,0.0000044188437,0.00007012166,0.0001414004,0.03562563],"category_scores_gemma":[4.1838229e-7,0.00013662844,0.000035759025,0.000027805649,0.000044293552,0.000042747142,0.0000910077,0.0001140017,0.000020024114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034415233,0.00016773696,0.001037131,0.0001921401,0.00005584343,0.000044421966,0.0046201027,5.394345e-8,0.000008948905,0.89044523,0.0050725103,0.098011754],"study_design_scores_gemma":[0.018620191,0.0020130738,0.021681856,0.0006912808,0.00039283626,0.00009811147,0.011258714,0.000050338407,0.0002981662,0.052989677,0.88904387,0.0028618637],"about_ca_topic_score_codex":0.00045006647,"about_ca_topic_score_gemma":0.00015886717,"teacher_disagreement_score":0.8839714,"about_ca_system_score_codex":0.000113683454,"about_ca_system_score_gemma":0.000009116808,"threshold_uncertainty_score":0.9652559},"labels":[],"label_agreement":null},{"id":"W4285413870","doi":"10.21272/sec.6(2).50-56.2022","title":"The Global Socioeconomic Impact of Mental Health","year":2022,"lang":"en","type":"article","venue":"SocioEconomic Challenges","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Population; Anxiety; Pandemic; Socioeconomic status; Psychiatry; European union; Global mental health; Psychology; Substance abuse; Relevance (law); Mood disorders; Public health; Medicine; Economic growth; Environmental health; Political science; Disease; Coronavirus disease 2019 (COVID-19); Business; Economics","score_opus":0.043299495075417416,"score_gpt":0.39956242696271344,"score_spread":0.356262931887296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285413870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9249624,0.037231352,2.4736042e-7,0.020757014,0.0015224634,0.0005791272,0.0004574794,0.000041921354,0.014448005],"genre_scores_gemma":[0.99577755,0.0027758633,0.00000756481,0.00027532264,0.00013038098,0.00021481577,0.000050024686,0.00002128091,0.0007472016],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982818,0.0002873419,0.00048283552,0.0003468885,0.00008219449,0.0005189632],"domain_scores_gemma":[0.99892795,0.00013602283,0.00042768865,0.0003791171,0.000007669185,0.0001215541],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000669414,0.0001889365,0.00034068016,0.00003094415,0.0012024966,0.00001591112,0.00043659745,0.000049414914,0.0067898165],"category_scores_gemma":[0.0000010469172,0.00015473875,0.00030730286,0.000021341019,0.00016107602,0.000066987704,0.00019536323,0.00018771656,0.0005509903],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010221279,0.001428582,0.08976315,0.000102435915,0.0022481675,0.000006439747,0.04345552,0.00007787618,0.0000044482576,0.15370816,0.111244075,0.596939],"study_design_scores_gemma":[0.009443894,0.0049069747,0.6809435,0.00001857555,0.00005322141,0.000119660835,0.1625563,0.00011914507,0.000009386027,0.029862022,0.11101418,0.00095312495],"about_ca_topic_score_codex":0.0010351858,"about_ca_topic_score_gemma":0.0003262722,"teacher_disagreement_score":0.5959859,"about_ca_system_score_codex":0.0027678506,"about_ca_system_score_gemma":0.0001702791,"threshold_uncertainty_score":0.9941181},"labels":[],"label_agreement":null},{"id":"W4285537101","doi":"10.2139/ssrn.4047230","title":"Mental Health Therapy as a Core Strategy for Increasing Human Capital: Evidence from Ghana","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Mental health; Core (optical fiber); Human capital; Psychology; Medicine; Development economics; Political science; Psychotherapist; Economics; Economic growth; Engineering","score_opus":0.09218492558047266,"score_gpt":0.4360782274335004,"score_spread":0.34389330185302774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285537101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92711735,0.06872364,0.00019716247,0.002446945,0.00053577404,0.00051351386,0.000028221299,0.000033260036,0.00040414176],"genre_scores_gemma":[0.9887833,0.0071494794,0.000094396535,0.0008461958,0.00060113426,0.000044931137,0.0001409064,0.000041814965,0.0022978247],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99641895,0.00031147752,0.00045693305,0.00039225366,0.00024573866,0.0021746375],"domain_scores_gemma":[0.9990161,0.00016662653,0.00030824885,0.00023305786,0.00007177134,0.00020421435],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012214184,0.0002238913,0.00031650145,0.000071287664,0.00092320977,0.000101033045,0.00025811966,0.00009266857,0.0009789624],"category_scores_gemma":[0.000018261444,0.00019826271,0.00015427946,0.000137539,0.000038912054,0.00023836923,0.000026154672,0.0008709886,0.000062433326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040274113,0.0021920432,0.040144987,0.00006639686,0.0021942202,0.00015044995,0.01366691,0.0000039468036,0.007678085,0.25186744,0.0032141905,0.6747939],"study_design_scores_gemma":[0.020261876,0.014681599,0.049231134,0.0010081262,0.00014459138,0.0043533696,0.09310061,0.000040038598,0.0026565162,0.80961233,0.0036186753,0.0012911223],"about_ca_topic_score_codex":0.0073991194,"about_ca_topic_score_gemma":0.0067409617,"teacher_disagreement_score":0.6735028,"about_ca_system_score_codex":0.0013867671,"about_ca_system_score_gemma":0.0018272462,"threshold_uncertainty_score":0.99993426},"labels":[],"label_agreement":null},{"id":"W4285584065","doi":"10.2196/preprints.25592","title":"Mental Health Promotion and Stigma Reduction Among University Students Using the Reach, Efficacy, Adoption, Implementation, and Maintenance (RE-AIM) Framework: Protocol for a Mixed Methods Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta; Regent Park Community Health Centre; Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Mental health; Empowerment; Mental health literacy; Stigma (botany); Psychology; Psychoeducation; Medical education; Promotion (chess); Nursing; Intervention (counseling); Mental illness; Medicine; Political science; Psychiatry","score_opus":0.1420481573051837,"score_gpt":0.5286138412650172,"score_spread":0.3865656839598335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285584065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61984044,0.000018452112,0.050249416,0.0022323737,0.00059889595,0.32682946,0.00006997642,0.000113703245,0.000047259455],"genre_scores_gemma":[0.8563274,0.00002840943,0.048232205,0.000115165494,0.00023752725,0.09441445,0.00019662577,0.00006613471,0.00038208105],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99567336,0.0016544013,0.0006972306,0.0012143467,0.0003213203,0.00043933105],"domain_scores_gemma":[0.9981799,0.00015118481,0.0008331249,0.00049607054,0.00012075811,0.00021894889],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019798228,0.00040926176,0.00050773815,0.0001292011,0.0011204658,0.0001618757,0.00034973142,0.00021148093,0.000177459],"category_scores_gemma":[0.000027647297,0.00032976293,0.00008685416,0.00019831349,0.00015088837,0.00017258864,0.0009144931,0.0005296127,0.0000016721514],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005365652,0.009633342,0.399521,0.002784293,0.0020440049,0.000016321274,0.10631205,0.00006059813,0.00009335243,0.004156823,0.00821371,0.46179888],"study_design_scores_gemma":[0.0127476845,0.0026341495,0.8140964,0.0006870564,0.00027549357,0.000021957045,0.16480692,0.00065961643,0.0001157966,0.0025228998,0.0008254517,0.00060656236],"about_ca_topic_score_codex":0.0027463725,"about_ca_topic_score_gemma":0.00037465565,"teacher_disagreement_score":0.4611923,"about_ca_system_score_codex":0.00058401946,"about_ca_system_score_gemma":0.00010035718,"threshold_uncertainty_score":0.9999154},"labels":[],"label_agreement":null},{"id":"W4285653478","doi":"10.21203/rs.3.rs-33429/v2","title":"Opportunities and challenges to Integrating mental health into HIV programs in a Low- and Middle-Income Country: Insights from the Nigeria Implementation Science Alliance","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"Centers for Disease Control and Prevention; United States Agency for International Development","keywords":"Alliance; Low and middle income countries; Mental health; Human immunodeficiency virus (HIV); Economic growth; Political science; Low income; Developing country; Business; Psychology; Public relations; Development economics; Sociology; Medicine; Socioeconomics; Economics; Psychiatry; Virology","score_opus":0.3491701111638113,"score_gpt":0.5057526408537614,"score_spread":0.15658252968995007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285653478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9281737,0.0235709,0.0000046994414,0.04286197,0.0002883779,0.0044946754,0.00022072108,0.000042276515,0.00034263186],"genre_scores_gemma":[0.9845025,0.01244794,0.0004093447,0.00042824628,0.00016832164,0.0013950899,0.00057513214,0.00002873964,0.000044710174],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9960517,0.0007898049,0.00051912456,0.0010286514,0.00087010226,0.00074057165],"domain_scores_gemma":[0.998516,0.00029303608,0.00017390231,0.0004305524,0.00012942648,0.00045705328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016437301,0.00028764002,0.00039631478,0.0002287136,0.00087064086,0.0004403296,0.00056672696,0.00011763861,0.00006680126],"category_scores_gemma":[0.000053480668,0.00021269055,0.000024973848,0.0004488222,0.00052194484,0.00020960913,0.0012933594,0.0007912397,0.000015765285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006704698,0.00048056504,0.07502473,0.0068812263,0.000112020796,0.00012324698,0.51782143,6.3964137e-7,0.000059620543,0.017944489,0.0004917437,0.3803898],"study_design_scores_gemma":[0.0023722416,0.0017716894,0.32356775,0.014420306,0.0000083508785,0.000006578781,0.64297664,0.00023402696,0.000070321745,0.007704015,0.0062657464,0.0006023336],"about_ca_topic_score_codex":0.014076414,"about_ca_topic_score_gemma":0.027262624,"teacher_disagreement_score":0.37978747,"about_ca_system_score_codex":0.00062373787,"about_ca_system_score_gemma":0.0004666717,"threshold_uncertainty_score":0.9924889},"labels":[],"label_agreement":null},{"id":"W4285670525","doi":"10.21203/rs.3.rs-33429/v1","title":"Opportunities and challenges to Integrating mental health into HIV programs in a Low- and Middle-Income Country: Insights from the Nigeria Implementation Science Alliance","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"Centers for Disease Control and Prevention; United States Agency for International Development","keywords":"Alliance; Low and middle income countries; Mental health; Human immunodeficiency virus (HIV); Global mental health; Economic growth; Business; Developing country; Political science; Psychology; Medicine; Economics; Psychiatry; Virology","score_opus":0.3491701111638113,"score_gpt":0.5057526408537614,"score_spread":0.15658252968995007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285670525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9281737,0.0235709,0.0000046994414,0.04286197,0.0002883779,0.0044946754,0.00022072108,0.000042276515,0.00034263186],"genre_scores_gemma":[0.9845025,0.01244794,0.0004093447,0.00042824628,0.00016832164,0.0013950899,0.00057513214,0.00002873964,0.000044710174],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9960517,0.0007898049,0.00051912456,0.0010286514,0.00087010226,0.00074057165],"domain_scores_gemma":[0.998516,0.00029303608,0.00017390231,0.0004305524,0.00012942648,0.00045705328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016437301,0.00028764002,0.00039631478,0.0002287136,0.00087064086,0.0004403296,0.00056672696,0.00011763861,0.00006680126],"category_scores_gemma":[0.000053480668,0.00021269055,0.000024973848,0.0004488222,0.00052194484,0.00020960913,0.0012933594,0.0007912397,0.000015765285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006704698,0.00048056504,0.07502473,0.0068812263,0.000112020796,0.00012324698,0.51782143,6.3964137e-7,0.000059620543,0.017944489,0.0004917437,0.3803898],"study_design_scores_gemma":[0.0023722416,0.0017716894,0.32356775,0.014420306,0.0000083508785,0.000006578781,0.64297664,0.00023402696,0.000070321745,0.007704015,0.0062657464,0.0006023336],"about_ca_topic_score_codex":0.014076414,"about_ca_topic_score_gemma":0.027262624,"teacher_disagreement_score":0.37978747,"about_ca_system_score_codex":0.00062373787,"about_ca_system_score_gemma":0.0004666717,"threshold_uncertainty_score":0.9924889},"labels":[],"label_agreement":null},{"id":"W4287881301","doi":"10.1016/j.nedt.2022.105483","title":"Enhancing nurses' capacity to provide concurrent mental health and substance use disorder care: A quasi-experimental intervention study","year":2022,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"British Columbia Centre on Substance Use; Providence Health Care; University of British Columbia","funders":"National Institute on Drug Abuse","keywords":"Mental health; Intervention (counseling); Medicine; Checklist; Practicum; Nursing; Observational study; Descriptive statistics; Health care; Family medicine; Psychiatry; Psychology; Medical education","score_opus":0.036089663506860284,"score_gpt":0.4111788663416945,"score_spread":0.3750892028348342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287881301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818354,0.0031445697,0.000039017974,0.0013407877,0.009555444,0.0037450576,0.000076611985,0.000060933256,0.00020212542],"genre_scores_gemma":[0.99341685,0.0000034016352,0.000092224676,0.00069487176,0.00012203985,0.0026985062,0.00022023183,0.000027916774,0.002723946],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99785167,0.00051633775,0.00043782912,0.00055433775,0.00029041406,0.00034939],"domain_scores_gemma":[0.9991442,0.000037468442,0.00021231562,0.00027916982,0.000046755893,0.0002800762],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022837882,0.0002077018,0.00022788034,0.0001467401,0.00077582087,0.000065194334,0.00014536465,0.000026425332,0.0009822772],"category_scores_gemma":[0.000012112511,0.00021969891,0.000051983916,0.00024095358,0.000037134323,0.00023555857,0.000041532378,0.00019076567,0.000046468886],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042662723,0.033553783,0.15491425,0.000112964706,0.000057699595,0.0000019313666,0.64658165,0.0000010917928,0.00022088965,0.0028664668,0.01146331,0.14979936],"study_design_scores_gemma":[0.0034689498,0.007184139,0.061582927,0.00011419265,0.0000265594,0.000016153059,0.89866257,0.0000044049552,0.00084484386,0.00002731163,0.0276729,0.0003950479],"about_ca_topic_score_codex":0.005576547,"about_ca_topic_score_gemma":0.0017727131,"teacher_disagreement_score":0.25208095,"about_ca_system_score_codex":0.0010494011,"about_ca_system_score_gemma":0.00010512852,"threshold_uncertainty_score":0.999931},"labels":[],"label_agreement":null},{"id":"W4288048275","doi":"10.1109/dsn-w54100.2022.00008","title":"Message from the DSML 2022 Organizers","year":2022,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Toronto; Vector Institute","funders":"","keywords":"Computer science; Programming language","score_opus":0.028340156291573423,"score_gpt":0.3429488222675538,"score_spread":0.31460866597598036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288048275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75506294,0.0008510243,0.00000755995,0.004424581,0.001416069,0.00029328905,0.00010457711,0.000071517636,0.23776844],"genre_scores_gemma":[0.9270604,0.000008519258,0.000018592333,0.005540576,0.00009526899,0.00014329451,0.00008279967,0.00001257235,0.06703796],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922144,0.00015934056,0.00010909299,0.00018199725,0.0001499593,0.0001781656],"domain_scores_gemma":[0.99949497,0.00014782192,0.000035999165,0.00027852628,0.0000043466694,0.000038330712],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010063812,0.00006874581,0.000072558825,0.000013374041,0.00055502367,0.000013710039,0.00028095246,0.000016430557,0.3618064],"category_scores_gemma":[0.0000022732668,0.000043820142,0.000029322437,0.00014540106,0.000018684164,0.00002060543,0.00014984349,0.00014737119,0.0008847499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104642066,0.0003138986,0.034481406,0.0000017465909,0.00008682169,0.00006141259,0.0028631487,8.127889e-7,0.00014562362,0.019273637,0.916645,0.026021874],"study_design_scores_gemma":[0.002254901,0.00023166247,0.07865408,0.0000022130757,0.000052005373,0.000013937025,0.019798007,0.000011920541,0.00043599127,0.00236962,0.89594066,0.00023498709],"about_ca_topic_score_codex":0.0034129808,"about_ca_topic_score_gemma":0.00013107406,"teacher_disagreement_score":0.36092165,"about_ca_system_score_codex":0.000047559606,"about_ca_system_score_gemma":0.000008041951,"threshold_uncertainty_score":0.9998932},"labels":[],"label_agreement":null},{"id":"W4288066378","doi":"10.1017/9781108920995.016","title":"Unpacking Cultural Influences on Stigma of People with Mental Illness between Group-Oriented and Individual-Oriented Cultures","year":2022,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Conformity; Social psychology; Emic and etic; Psychology; Cultural diversity; Phenomenon; Gender studies; Sociology; Anthropology; Psychiatry","score_opus":0.02975156078141,"score_gpt":0.2783697533467853,"score_spread":0.24861819256537532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288066378","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47493905,0.00025299843,0.000004308752,0.000019031631,0.00043733505,0.0011925806,0.0020119583,0.0000809054,0.52106184],"genre_scores_gemma":[0.6021787,0.000103272774,0.000036055782,0.000079422614,0.00016377331,0.000020945712,0.0017162727,0.00005462972,0.3956469],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801993,0.00011546387,0.0002951378,0.0006811323,0.00052779866,0.00036055097],"domain_scores_gemma":[0.99876136,0.00010040597,0.00051535835,0.00034217467,0.000086126754,0.0001945778],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000099239136,0.00048260886,0.0005931578,0.00023898044,0.00073431956,0.000030161646,0.00035884985,0.00024523083,0.00006689358],"category_scores_gemma":[0.0000024673589,0.00042548552,0.000110401306,0.000039257968,0.00037333588,0.00021543278,0.00038141393,0.0005017808,0.0000031992204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016963732,0.00014582333,0.013654847,0.00031411686,0.001393508,0.0003144006,0.010971731,8.85653e-7,0.000009787536,0.9599592,0.004402079,0.007137214],"study_design_scores_gemma":[0.0066333325,0.0019113735,0.07067575,0.0008246604,0.0013860554,0.000055036606,0.009469369,0.0000023812995,0.00020757162,0.000008741625,0.9074691,0.0013566244],"about_ca_topic_score_codex":0.0020535283,"about_ca_topic_score_gemma":0.000030820916,"teacher_disagreement_score":0.9599505,"about_ca_system_score_codex":0.00019612041,"about_ca_system_score_gemma":0.000022234426,"threshold_uncertainty_score":0.9998197},"labels":[],"label_agreement":null},{"id":"W4288748614","doi":"10.1186/s12888-022-04139-z","title":"The feasibility and effectiveness of a novel online mental health literacy course in supporting university student mental health: a pilot study","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Queen's University","funders":"Canadian Institutes of Health Research; Queen's University; Mach-Gaensslen Foundation of Canada","keywords":"Mental health; Mental health literacy; Medical education; Mentorship; Psychology; Accreditation; Health literacy; Medicine; Clinical psychology; Health care; Psychiatry; Mental illness","score_opus":0.06704380115929638,"score_gpt":0.4452392596186602,"score_spread":0.3781954584593638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288748614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880921,0.0033244246,0.000009768829,0.0018395027,0.0018114608,0.0042471434,0.0005922236,0.00002723003,0.000056131485],"genre_scores_gemma":[0.9991235,0.00003972432,0.0002548516,0.00024395008,0.0000361483,0.00005334035,0.00013044356,0.00001735054,0.000100699195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962392,0.0017642875,0.0006225481,0.0005358864,0.00035225245,0.00048581915],"domain_scores_gemma":[0.9987741,0.00017040227,0.0004979882,0.00038180818,0.000018634648,0.0001570625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027032667,0.00019927588,0.00040225603,0.00010311548,0.0011844222,0.00001856872,0.00031034372,0.000018119757,0.00006975519],"category_scores_gemma":[0.0000038626235,0.0001736436,0.000056652494,0.00036268117,0.00007928965,0.00009541779,0.00031794235,0.00030163195,0.0000013305386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038645715,0.031303,0.9536913,0.000212091,0.00006814117,0.0000014622289,0.0070231473,0.000002967559,0.000004538307,0.00077595864,0.00025317032,0.0027996716],"study_design_scores_gemma":[0.011125356,0.0070305415,0.93180305,0.00007290578,0.000011357248,0.000015675772,0.049590714,0.000038123373,2.4454778e-7,0.000035536264,0.00016260208,0.00011390353],"about_ca_topic_score_codex":0.0047897967,"about_ca_topic_score_gemma":0.009671888,"teacher_disagreement_score":0.042567566,"about_ca_system_score_codex":0.000717749,"about_ca_system_score_gemma":0.00033932386,"threshold_uncertainty_score":0.9109737},"labels":[],"label_agreement":null},{"id":"W4288941238","doi":"10.1007/s10597-022-01010-z","title":"Service Needs of Clients Before and After Short Term Community Mental Health Case Management","year":2022,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Centre for Addiction and Mental Health; North York General Hospital; Trillium Health Centre; University of Toronto","funders":"","keywords":"McNemar's test; Mental health; Perspective (graphical); Health psychology; Needs assessment; Service (business); Distress; Medicine; Intervention (counseling); Psychological intervention; Psychology; Nursing; Psychiatry; Public health; Clinical psychology; Business; Marketing","score_opus":0.06609673268969195,"score_gpt":0.41095793028464084,"score_spread":0.3448611975949489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288941238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876028,0.002155398,0.000006489679,0.004834676,0.0016466228,0.0016262732,0.0007421262,0.000041972587,0.0013436609],"genre_scores_gemma":[0.9899934,0.00043359704,0.00020790615,0.008196765,0.00006497887,0.00016002016,0.00053349586,0.000049734484,0.00036013155],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99118114,0.005919568,0.0012519852,0.00016879723,0.00055494247,0.0009235843],"domain_scores_gemma":[0.99755013,0.00009825979,0.0006229922,0.0008865401,0.00004905223,0.0007929976],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004136995,0.0003735274,0.00063510326,0.00046618332,0.0105823055,0.000059597693,0.0007922452,0.00006713562,0.0012304904],"category_scores_gemma":[0.0000018885053,0.00037343113,0.00012477693,0.00055343617,0.00016478071,0.00025215538,0.0017051632,0.0029799254,0.000013691773],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029384482,0.011988319,0.23113573,0.0026856638,0.0005850077,0.00052418414,0.3625712,0.0000027537064,0.0000071611585,0.00035495564,0.014063079,0.3731435],"study_design_scores_gemma":[0.00836146,0.008096664,0.3374823,0.0006537419,0.00006717527,0.023380285,0.61206776,0.00003674468,0.000009998337,0.00034301568,0.008977224,0.0005236098],"about_ca_topic_score_codex":0.010844071,"about_ca_topic_score_gemma":0.006628028,"teacher_disagreement_score":0.37261987,"about_ca_system_score_codex":0.0015588548,"about_ca_system_score_gemma":0.00010373819,"threshold_uncertainty_score":0.9998718},"labels":[],"label_agreement":null},{"id":"W4289170233","doi":"10.1192/bjo.2022.533","title":"SH+ 360: novel model for scaling up a mental health and psychosocial support programme in humanitarian settings","year":2022,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute of Mental Health; Enhancing Learning and Research for Humanitarian Assistance","keywords":"Psychosocial; Mental health; Psychosocial support; Psychological intervention; Psychology; Intervention (counseling); Population; Psychiatry; Applied psychology; Medicine; Environmental health","score_opus":0.14611319883076984,"score_gpt":0.4589868723539442,"score_spread":0.31287367352317436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289170233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91203696,0.00078793877,0.00072490727,0.036400598,0.0037137046,0.027565122,0.0013686537,0.00013593635,0.017266162],"genre_scores_gemma":[0.96702653,0.000011899186,0.0048288624,0.008905671,0.00016554688,0.0071035945,0.0009876124,0.0000768203,0.010893458],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782723,0.0000916718,0.00050244597,0.00062824815,0.00020733514,0.0007430566],"domain_scores_gemma":[0.99927646,0.00003473794,0.00021518805,0.00023487004,0.00001572048,0.0002230402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010420891,0.00020272334,0.0003441951,0.00012139018,0.0010425556,0.00012866524,0.0005045441,0.000060932485,0.0006267597],"category_scores_gemma":[0.0000043420105,0.00021726826,0.000058637514,0.00018930733,0.000039933984,0.00019002103,0.00031573657,0.00022671864,0.000013977687],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058572083,0.006757319,0.02581751,0.0003718363,0.00021490599,0.000017279559,0.13971356,0.000020324134,0.000052833228,0.04521325,0.2243892,0.55157477],"study_design_scores_gemma":[0.08767602,0.0077727824,0.025396714,0.00030318182,0.00008345326,0.00022158618,0.09375743,0.019734198,0.000015086954,0.017208217,0.7454403,0.0023910494],"about_ca_topic_score_codex":0.0019442567,"about_ca_topic_score_gemma":0.0007910309,"teacher_disagreement_score":0.5491837,"about_ca_system_score_codex":0.00028547362,"about_ca_system_score_gemma":0.00014948988,"threshold_uncertainty_score":0.88599426},"labels":[],"label_agreement":null},{"id":"W4289878716","doi":"10.47678/cjhe.v52i2.189145","title":"Facilitators and Barriers Highlighted by On-Campus Service Providers for Students Seeking Mental Health Services","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mental health; Thematic analysis; Incentive; Service provider; Equity (law); Help-seeking; Psychology; Medical education; Nursing; Qualitative research; Service (business); Medicine; Psychiatry; Business; Marketing; Sociology; Political science","score_opus":0.01376934365346466,"score_gpt":0.36060865385007956,"score_spread":0.3468393101966149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289878716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9715741,0.0054548597,0.0000013292578,0.016929764,0.0048737703,0.0007123947,0.00025402088,0.0000062574777,0.0001934732],"genre_scores_gemma":[0.9830265,0.0000078675075,0.00004062122,0.012283501,0.00011951346,0.000110076646,0.00011194998,0.000018671159,0.0042812857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988112,0.00014290978,0.00032879546,0.00018535089,0.00020278113,0.0003289771],"domain_scores_gemma":[0.9986844,0.000037364345,0.00033236263,0.000106173065,0.00006245719,0.0007772185],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002645032,0.00012608174,0.00016904355,0.00023710135,0.0008656462,0.0000667735,0.00023796526,0.000033437347,0.00112046],"category_scores_gemma":[0.0000016027769,0.0001247837,0.00003572276,0.00017572092,0.000020197896,0.00015690911,0.000011534183,0.00014531995,0.00000615409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004296628,0.00033145357,0.3931065,0.00039669315,0.0003206084,0.000009746939,0.047064446,0.000008247395,0.000044781904,0.000925256,0.5442309,0.013131696],"study_design_scores_gemma":[0.002148351,0.0010698021,0.101430304,0.000108269145,0.00003669142,0.000044013108,0.025147742,0.0000039460874,0.000013312082,0.0002646656,0.8695336,0.0001992863],"about_ca_topic_score_codex":0.01521074,"about_ca_topic_score_gemma":0.004099092,"teacher_disagreement_score":0.32530272,"about_ca_system_score_codex":0.00085030525,"about_ca_system_score_gemma":0.0008215641,"threshold_uncertainty_score":0.99979264},"labels":[],"label_agreement":null},{"id":"W4291016530","doi":"10.1101/2022.08.08.22278542","title":"Is the self-reporting of mental health problems sensitive to public stigma towards mental illness? A comparison of time trends across English regions (2009-19)","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Economic and Social Research Council; Government of the United Kingdom; Department of Health and Social Care; Comic Relief","keywords":"Stigma (botany); Mental health; Mental illness; Ethnic group; Marital status; Psychology; Psychiatry; Government (linguistics); Public health; Demography; Clinical psychology; Medicine; Environmental health; Population; Political science; Sociology","score_opus":0.09649174951298868,"score_gpt":0.4321823397910762,"score_spread":0.3356905902780875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291016530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711921,0.0011342729,0.000019993748,0.0140485745,0.0028737385,0.0026750108,0.0026921062,0.00018107431,0.005183107],"genre_scores_gemma":[0.99417275,0.00011256057,0.00020448885,0.0009290664,0.00019327344,0.0007098546,0.0012031583,0.00007893373,0.0023959302],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99282765,0.00093232706,0.0030834198,0.001135,0.0009874922,0.0010340838],"domain_scores_gemma":[0.9928208,0.00016063899,0.005128947,0.0012299728,0.0002347397,0.00042492],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003061347,0.0005826041,0.0015679192,0.00034249105,0.0010493961,0.00007107396,0.00085559837,0.00025053314,0.002003542],"category_scores_gemma":[0.00013554661,0.00046988882,0.0004418978,0.00086980284,0.00021250962,0.00010197582,0.0016056761,0.0009397218,0.000026207414],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042530103,0.0043181777,0.20966381,0.0013360007,0.0017993235,0.000039957624,0.6335336,0.000070840746,0.00011065937,0.00030634733,0.08451749,0.06387849],"study_design_scores_gemma":[0.008873948,0.0046802764,0.47079852,0.0020935647,0.00062468456,0.00019150316,0.20428036,0.0014363271,0.004866733,0.00029668203,0.29863763,0.003219786],"about_ca_topic_score_codex":0.0039751763,"about_ca_topic_score_gemma":0.0004151946,"teacher_disagreement_score":0.42925325,"about_ca_system_score_codex":0.0007029934,"about_ca_system_score_gemma":0.00036530083,"threshold_uncertainty_score":0.9997753},"labels":[],"label_agreement":null},{"id":"W4291397891","doi":"10.1016/j.schres.2022.08.001","title":"The clinical and psychosocial correlates of self-stigma among people with schizophrenia spectrum disorders across cultures: A systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Schizophrenia Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; McGill University; Douglas College; Carleton University","funders":"Fonds de Recherche du Québec - Santé; Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Psychosocial; Schizophrenia spectrum; Clinical psychology; Meta-analysis; Psychological intervention; Stigma (botany); Psychiatry; Psychology; Schizophrenia (object-oriented programming); Correlation; Depressive symptoms; Medicine; Psychosis; Internal medicine; Cognition","score_opus":0.1251561517682896,"score_gpt":0.49477465924783304,"score_spread":0.36961850747954345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291397891","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009739521,0.9881941,0.0000012058147,0.00059562054,0.00018353508,0.009370405,0.00036918453,0.000057590594,0.00025440246],"genre_scores_gemma":[0.0015893376,0.9907296,0.00007106425,0.000026210011,0.00009175064,0.005844429,0.00014773647,0.000099517805,0.0014004008],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98554397,0.0077179833,0.0026692327,0.0014848835,0.0014171179,0.0011668272],"domain_scores_gemma":[0.99105483,0.005220591,0.0015624528,0.0016403145,0.00010845872,0.00041337046],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009334324,0.0008387391,0.008359287,0.00040653217,0.0023755135,0.00028805825,0.0013124146,0.00045630152,0.0009134352],"category_scores_gemma":[0.00031037303,0.00042444433,0.0020190955,0.0035669673,0.001206387,0.00013298156,0.0006943629,0.0026296359,0.00005449619],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009258159,0.0007122434,0.0014190339,0.691168,0.27378345,0.000039270046,0.001707076,9.25617e-8,7.9326734e-10,0.003446666,0.0011809756,0.025617389],"study_design_scores_gemma":[0.0028744552,0.0011913549,0.0019734849,0.017696643,0.9424695,0.00009210119,0.0018932404,0.0000045389384,1.3280456e-8,0.0009708993,0.029736748,0.0010970342],"about_ca_topic_score_codex":0.000650913,"about_ca_topic_score_gemma":0.0065874327,"teacher_disagreement_score":0.67347133,"about_ca_system_score_codex":0.0001068538,"about_ca_system_score_gemma":0.0002513068,"threshold_uncertainty_score":0.9999999},"labels":[],"label_agreement":null},{"id":"W4292177590","doi":"10.1186/s13033-022-00549-4","title":"Operational challenges in the pre-intervention phase of a mental health trial in rural India: reflections from SMART Mental Health","year":2022,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council; Medical Research Council; Global Alliance for Chronic Diseases","keywords":"Mental health; Nursing; Cluster randomised controlled trial; Health administration; Government (linguistics); Intervention (counseling); Public relations; Scarcity; Medicine; Medical education; Psychology; Public health; Political science; Psychiatry","score_opus":0.1412715711711722,"score_gpt":0.5077087574092557,"score_spread":0.3664371862380835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292177590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8953885,0.025238378,0.000025588151,0.056363724,0.01696479,0.0036506788,0.0019961481,0.000014459812,0.00035777493],"genre_scores_gemma":[0.9943068,0.0016966372,0.00006081336,0.0015299502,0.00069111615,0.00035772836,0.0011796671,0.000025831841,0.00015143784],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99175495,0.00280129,0.0029916186,0.00033834408,0.0016046563,0.0005091392],"domain_scores_gemma":[0.9969342,0.00016086157,0.0024034067,0.00020660808,0.000079330166,0.00021562475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004366868,0.00026367014,0.0007264475,0.00073976605,0.0005436746,0.000061125815,0.0007475313,0.00006675934,0.00054809835],"category_scores_gemma":[0.000011223025,0.0002238205,0.00024282721,0.0002985505,0.000057719062,0.00036409337,0.00012958804,0.0006854829,0.000008881609],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.16934347,0.081468984,0.029794624,0.0008923282,0.0021155532,0.00023961997,0.3890656,0.00027756667,0.00017242065,0.01431694,0.07131717,0.24099573],"study_design_scores_gemma":[0.4033937,0.055398066,0.06516734,0.005419671,0.000032774,0.0035826517,0.38250732,0.001091639,0.00004343997,0.00057510164,0.08191143,0.0008768783],"about_ca_topic_score_codex":0.01879977,"about_ca_topic_score_gemma":0.0037823599,"teacher_disagreement_score":0.24011886,"about_ca_system_score_codex":0.003847216,"about_ca_system_score_gemma":0.0005247222,"threshold_uncertainty_score":0.9999768},"labels":[],"label_agreement":null},{"id":"W4292305365","doi":"10.1016/j.ssmph.2022.101180","title":"Attitudes towards depression of Argentinian, Chilean, and Venezuelan healthcare professionals using the Spanish validated version of the revised depression attitude questionnaire (SR-DAQ)","year":2022,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Depression (economics); Psychosocial; Health care; Health professionals; Quarter (Canadian coin); Disease; Psychiatry; Psychology; Mental health; Medicine; Family medicine; Clinical psychology","score_opus":0.05576610196160507,"score_gpt":0.4235744150968268,"score_spread":0.3678083131352217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292305365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896247,0.005258547,0.000029673267,0.0021554565,0.0010852696,0.0016594771,0.00011050332,0.00003673321,0.00003963595],"genre_scores_gemma":[0.99844575,0.00012220372,0.0001586714,0.0007213772,0.00007938804,0.00007335731,0.00025954048,0.00002663624,0.00011305473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99617493,0.0016786602,0.000805046,0.00039806304,0.00060319446,0.0003400758],"domain_scores_gemma":[0.99812067,0.00006970576,0.0010793617,0.00051946146,0.00008731658,0.00012350648],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010968896,0.00019066283,0.00036697058,0.00010642702,0.0016477815,0.000012314308,0.00028506655,0.00009589093,0.00031920843],"category_scores_gemma":[0.000033296605,0.00012345487,0.000093031544,0.00040497855,0.00006669801,0.00011758247,0.00029203476,0.00033341482,0.0000018959902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003507752,0.00038117997,0.9815874,0.00070700835,0.000030969866,8.990709e-7,0.0021751514,0.00015664675,0.0001561011,0.0005412051,0.0006416526,0.013270996],"study_design_scores_gemma":[0.0010267069,0.00015697675,0.99619025,0.0009254392,0.000029888495,0.0000117646605,0.00071632274,0.00015589675,0.00028653536,0.0001672482,0.0002255575,0.0001074357],"about_ca_topic_score_codex":0.004711741,"about_ca_topic_score_gemma":0.00015457928,"teacher_disagreement_score":0.014602812,"about_ca_system_score_codex":0.0002266536,"about_ca_system_score_gemma":0.00015701778,"threshold_uncertainty_score":0.9996519},"labels":[],"label_agreement":null},{"id":"W4293426633","doi":"10.1111/jpm.12869","title":"Experiences of familial stigma among individuals living with mental illnesses: A meta‐synthesis of qualitative literature from high‐income countries","year":2022,"lang":"en","type":"review","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University; London Health Sciences Centre; Western University","funders":"Western University","keywords":"Stigma (botany); Mental illness; Psychiatry; Mental health; Social stigma; Psychology; Medicine; Clinical psychology; Family medicine","score_opus":0.05397566694923109,"score_gpt":0.4375757908519284,"score_spread":0.38360012390269727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293426633","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10943689,0.88344043,0.000011127849,0.00016646976,0.0044378284,0.001119042,0.0012400283,0.000009039324,0.00013915513],"genre_scores_gemma":[0.05869502,0.93885887,0.0016067663,0.00005934236,0.0003344256,0.00023522506,0.00009391243,0.000060652616,0.000055771452],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9933698,0.002000563,0.0026052543,0.0004934602,0.0010043028,0.00052659767],"domain_scores_gemma":[0.99160266,0.0016198674,0.006102424,0.00025746613,0.00008005297,0.00033750504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016723756,0.00063997705,0.0036890865,0.0009105217,0.00067054667,0.000056802222,0.0004460298,0.000236725,0.0010188207],"category_scores_gemma":[0.000024273633,0.0004273473,0.0005689016,0.00090398616,0.00045963665,0.0004235386,0.00006634875,0.00067143916,9.2982475e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050045404,0.0014598895,0.001617867,0.017951664,0.0041586915,0.00001719594,0.4680957,1.7709988e-7,5.3124204e-8,0.00027749446,0.0015284502,0.5043924],"study_design_scores_gemma":[0.0035669266,0.007891633,0.003922224,0.11662172,0.01102043,0.0005687,0.79380167,9.5007584e-7,0.0000056337226,0.0002972275,0.06109943,0.0012034654],"about_ca_topic_score_codex":0.0006643596,"about_ca_topic_score_gemma":0.000021251975,"teacher_disagreement_score":0.5031889,"about_ca_system_score_codex":0.00046890829,"about_ca_system_score_gemma":0.00048984523,"threshold_uncertainty_score":0.9998944},"labels":[],"label_agreement":null},{"id":"W4294123678","doi":"10.1002/mpr.1939","title":"Transparency and completeness of reporting of depression screening tool accuracy studies: A meta‐research review of adherence to the Standards for Reporting of Diagnostic Accuracy Studies statement","year":2022,"lang":"en","type":"review","venue":"International Journal of Methods in Psychiatric Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Concordia University; Centre Hospitalier Universitaire Sainte-Justine; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Generalizability theory; Medicine; Protocol (science); Diagnostic accuracy; MEDLINE; Meta-analysis; Depression (economics); Consolidated Standards of Reporting Trials; Medical physics; Psychology; Alternative medicine; Pathology; Internal medicine","score_opus":0.8591847156848516,"score_gpt":0.7574161487665184,"score_spread":0.10176856691833314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294123678","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017389393,0.98871386,0.0035438745,0.00038049783,0.0013355725,0.0038968157,0.00030421474,0.0000023847992,0.00008382865],"genre_scores_gemma":[0.0019132933,0.9496986,0.047065184,0.00001676616,0.00016638645,0.001068263,0.000014562297,0.000034023447,0.000022867174],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9609566,0.010781586,0.022180548,0.0007266589,0.004705417,0.00064919074],"domain_scores_gemma":[0.83985955,0.106976055,0.042123284,0.0008631383,0.010033845,0.0001441599],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1569799,0.00034267406,0.0044881636,0.0017635517,0.00023124955,0.000022690421,0.0016847181,0.00010864807,0.00022769009],"category_scores_gemma":[0.19724566,0.00020602309,0.00093746535,0.0019872694,0.00030647605,0.00016359788,0.00076878327,0.001326744,1.5503724e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004970711,0.00036869757,0.001524602,0.09833345,0.004856489,0.000052886742,0.001870181,0.000009583601,0.000004208721,0.00019753892,0.0010298132,0.8912555],"study_design_scores_gemma":[0.005135538,0.008631845,0.0023903984,0.56183314,0.007861423,0.0005518714,0.030232811,0.000028441375,0.00026136756,0.005662951,0.3765585,0.0008516979],"about_ca_topic_score_codex":0.00034187463,"about_ca_topic_score_gemma":0.000026078085,"teacher_disagreement_score":0.8904038,"about_ca_system_score_codex":0.00042253418,"about_ca_system_score_gemma":0.0010705199,"threshold_uncertainty_score":0.8680666},"labels":[],"label_agreement":null},{"id":"W4294200591","doi":"10.1192/j.eurpsy.2022.749","title":"A collaborative, computer-assisted, psychoeducational intervention for depressed patients with chronic disease at primary care: protocol for a cluster-randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Medicine; Randomized controlled trial; Intervention (counseling); Depression (economics); Comorbidity; Cluster randomised controlled trial; Physical therapy; Psychiatry; Family medicine; Internal medicine","score_opus":0.012950395159380798,"score_gpt":0.34097266205573595,"score_spread":0.32802226689635516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294200591","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1781562,0.0005252532,0.0027739382,0.00084202125,0.0075354464,0.80485517,0.0009504562,0.00013737839,0.0042241565],"genre_scores_gemma":[0.08843634,3.5689519e-7,0.0034268894,0.00074447907,0.0011530983,0.90167546,0.002804619,0.000102929065,0.0016558019],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9958121,0.0018363554,0.0009295611,0.00069298124,0.00034122044,0.00038777073],"domain_scores_gemma":[0.9979099,0.00040533819,0.00089167577,0.00040903545,0.0001984011,0.00018564354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072974205,0.00033843695,0.0007508738,0.00014523836,0.0009134061,0.00006598093,0.00032423492,0.000031164407,0.0005738324],"category_scores_gemma":[0.000017579514,0.00026095402,0.00051981484,0.00019459322,0.00007497932,0.000114517374,0.00011062698,0.0001345134,0.000022799015],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9609769,0.005751811,0.00252034,0.0006836347,0.0004497614,0.0000012656329,0.00060913415,0.00002507834,2.8186156e-7,0.0006333224,0.024065714,0.0042827823],"study_design_scores_gemma":[0.9659499,0.004679169,0.010078857,0.00018774647,0.0002791965,0.0000013033601,0.00013303115,0.00007997169,1.8517422e-7,0.00007378698,0.018254608,0.00028225844],"about_ca_topic_score_codex":0.0000073307456,"about_ca_topic_score_gemma":0.00002773151,"teacher_disagreement_score":0.09682033,"about_ca_system_score_codex":0.0005160337,"about_ca_system_score_gemma":0.0002729424,"threshold_uncertainty_score":0.99998426},"labels":[],"label_agreement":null},{"id":"W4294203043","doi":"10.1192/j.eurpsy.2022.1536","title":"Forensic psychiatry in Pakistan: Where next following the Supreme Court judgement","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care","funders":"","keywords":"Mental health; Psychiatry; Judgement; Supreme court; Forensic psychiatry; Economic Justice; Criminal justice; Psychology; Medicine; Criminology; Political science; Law","score_opus":0.026676454134766863,"score_gpt":0.33751957408141514,"score_spread":0.31084311994664826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294203043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7996708,0.017156506,0.00002029654,0.01849042,0.02465104,0.0011286469,0.000036952817,0.0001602539,0.13868508],"genre_scores_gemma":[0.9863415,0.00001955048,0.00053327536,0.007066011,0.00076872844,0.00018320882,0.00006239748,0.00011364789,0.0049116984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963624,0.0010661081,0.00070726295,0.00065999926,0.00047044034,0.0007337919],"domain_scores_gemma":[0.99866706,0.000056473287,0.00022381857,0.00091039174,0.000012574026,0.00012968417],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001197767,0.00033048668,0.00027463087,0.00015618917,0.0009810079,0.00009150638,0.0008528943,0.000037508056,0.0046792873],"category_scores_gemma":[0.0000022849108,0.00027040855,0.00025349035,0.0005443212,0.000052644915,0.0001373295,0.00032162407,0.00066979334,0.0009051525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005120645,0.0019741615,0.5433037,0.000102246486,0.00028709386,0.00025296485,0.008378463,0.000048318634,0.000009576332,0.039289717,0.38108808,0.024753606],"study_design_scores_gemma":[0.010426617,0.0012579284,0.4653825,0.00032748852,0.00021002027,0.00014388673,0.06308392,0.000054750326,0.0000021945161,0.0058396426,0.45209882,0.0011722333],"about_ca_topic_score_codex":0.00018392924,"about_ca_topic_score_gemma":0.0005932482,"teacher_disagreement_score":0.18667068,"about_ca_system_score_codex":0.0001654511,"about_ca_system_score_gemma":0.0000699701,"threshold_uncertainty_score":0.9999748},"labels":[],"label_agreement":null},{"id":"W4294507370","doi":"10.1186/s41687-022-00491-6","title":"“It cannot be boring!”: Developing a measure of function for young adults accessing integrated youth services","year":2022,"lang":"en","type":"article","venue":"Journal of Patient-Reported Outcomes","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Advancing Health Outcomes; Spinal Cord Injury BC; University of British Columbia; Providence Health Care; University of British Columbia Hospital","funders":"Canadian Institutes of Health Research","keywords":"Conceptualization; Construct (python library); Mental health; Focus group; Perspective (graphical); Set (abstract data type); Function (biology); Psychology; Conceptual framework; Applied psychology; Developmental psychology; Psychiatry; Computer science; Sociology","score_opus":0.06088896514451392,"score_gpt":0.35905178601703286,"score_spread":0.29816282087251894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294507370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99299836,0.00039233107,0.0003527967,0.0007214877,0.0044580894,0.00059361407,0.00007848181,0.000024907125,0.00037991957],"genre_scores_gemma":[0.998124,0.0000051044935,0.000559743,0.00084482634,0.0000765972,0.00006552608,0.00010845527,0.000031527587,0.0001842314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692255,0.00015648556,0.0016583479,0.00024629422,0.0006745244,0.00034181168],"domain_scores_gemma":[0.9959516,0.00010716976,0.0030612128,0.00021260229,0.0005575657,0.00010986068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006204921,0.0002340628,0.0005636612,0.0003914401,0.0004099995,0.000036760222,0.00026083287,0.0000795797,0.00025318837],"category_scores_gemma":[0.00005591184,0.0001838373,0.00024479302,0.0004247064,0.00002293015,0.00033579397,0.000076491444,0.00031545517,7.923464e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003956781,0.0006868599,0.9188632,0.00031732998,0.001253394,0.00013842138,0.033836056,0.00007798119,0.00014481353,0.000084794214,0.0007403943,0.03989999],"study_design_scores_gemma":[0.020702375,0.0054966635,0.68675685,0.00155176,0.001980333,0.000650375,0.26729506,0.00018078063,0.0022410268,0.00031423278,0.011769792,0.0010607608],"about_ca_topic_score_codex":0.001099381,"about_ca_topic_score_gemma":0.0002992355,"teacher_disagreement_score":0.233459,"about_ca_system_score_codex":0.00034979687,"about_ca_system_score_gemma":0.00018402348,"threshold_uncertainty_score":0.74966675},"labels":[],"label_agreement":null},{"id":"W4294566511","doi":"10.1093/ageing/afac195","title":"Non-pharmacologic and pharmacologic treatments for anxiety in long-term care: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Medicine; Anxiety; Meta-analysis; MEDLINE; Systematic review; Confidence interval; PsycINFO; Massage; Strictly standardized mean difference; Psychological intervention; Physical therapy; Long-term care; Randomized controlled trial; Psychiatry; Internal medicine; Alternative medicine","score_opus":0.15380508882963156,"score_gpt":0.47740636879822457,"score_spread":0.323601279968593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294566511","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007538649,0.98884887,0.0000024897868,0.000030208726,0.0000915407,0.009872124,0.00016378464,0.000023596824,0.00021350443],"genre_scores_gemma":[0.0016835697,0.9838444,0.000023339424,0.00074714876,0.000024091121,0.01196656,0.00044022614,0.000033121883,0.0012375733],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99703914,0.0006145908,0.0009440395,0.00085472665,0.0001256298,0.00042190086],"domain_scores_gemma":[0.9985319,0.00043786713,0.00060878095,0.00027157864,0.000012594574,0.00013732364],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005253129,0.0005908368,0.0055071036,0.00029373085,0.00031335777,0.00006644392,0.00019272191,0.00015757448,0.0011254983],"category_scores_gemma":[0.000009218093,0.00037537585,0.00087009894,0.00053536915,0.0000428411,0.000091590584,0.00017104059,0.0002654705,0.0000055598907],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009108848,0.00014935061,0.000071885486,0.83888394,0.0689351,0.0035010043,0.00034082192,3.1398493e-8,8.091556e-8,0.0000049975565,0.000073968695,0.088029735],"study_design_scores_gemma":[0.00092340936,0.00018626076,0.0002690173,0.0066811633,0.9834938,0.00005874643,0.00007484703,0.0000011604009,9.056075e-8,0.000005678178,0.007915036,0.00039078083],"about_ca_topic_score_codex":0.00010013711,"about_ca_topic_score_gemma":0.000043024276,"teacher_disagreement_score":0.9145587,"about_ca_system_score_codex":0.00013706442,"about_ca_system_score_gemma":0.000016268054,"threshold_uncertainty_score":0.9998698},"labels":[],"label_agreement":null},{"id":"W4294953608","doi":"10.1002/wps.21012","title":"We share more attributes than we think: the crucial input of epidemiology","year":2022,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychiatric epidemiology; Epidemiology; Psychiatry; Mental health; Medicine; Schizophrenia (object-oriented programming); Genetic epidemiology; Globe; Psychopathology; Mental illness; Psychology","score_opus":0.06990708523918447,"score_gpt":0.3873163357022583,"score_spread":0.31740925046307383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294953608","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41507912,0.07872022,0.00003355081,0.43613234,0.024774322,0.0021302106,0.0010896757,0.000247739,0.041792803],"genre_scores_gemma":[0.96754,0.00015507641,0.0005208483,0.006599599,0.0011039631,0.000460442,0.00024909148,0.000046498542,0.023324484],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722534,0.0008041251,0.0006853399,0.00047682432,0.00022326391,0.0005851058],"domain_scores_gemma":[0.99812466,0.00058671605,0.00042857684,0.00072967977,0.000020409268,0.000109932706],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007130235,0.00024032297,0.00045138385,0.00018085264,0.0007533293,0.000008048833,0.0007757032,0.000078737685,0.013991436],"category_scores_gemma":[0.000020950709,0.00017236441,0.0002252021,0.0006145694,0.000152572,0.000053468222,0.0002806413,0.000584542,0.00015193307],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043319177,0.00070789387,0.45836142,0.00010573198,0.00019333068,0.000011633282,0.004652285,0.000018618997,0.000002876026,0.11628964,0.40407142,0.015151954],"study_design_scores_gemma":[0.0032429988,0.0007629011,0.37491083,0.000171671,0.00018179038,0.00009505165,0.013529234,0.000057024947,0.000016804892,0.06195293,0.54449815,0.00058063323],"about_ca_topic_score_codex":0.00032656666,"about_ca_topic_score_gemma":0.000587106,"teacher_disagreement_score":0.55246085,"about_ca_system_score_codex":0.00007180617,"about_ca_system_score_gemma":0.00006646587,"threshold_uncertainty_score":0.9869099},"labels":[],"label_agreement":null},{"id":"W4295037634","doi":"10.21203/rs.3.rs-2024765/v1","title":"Atmiyata, a community led psychosocial intervention, for common mental disorders: A stepped wedge, cluster randomized controlled trial in rural Gujarat, India","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Psychosocial; Randomized controlled trial; Cluster randomised controlled trial; Intervention (counseling); Cluster (spacecraft); Wedge (geometry); Medicine; Geography; Psychology; Psychiatry; Physics; Surgery; Computer science","score_opus":0.07330238989843813,"score_gpt":0.5038721387035576,"score_spread":0.4305697488051195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295037634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8821414,0.002107032,0.000037678023,0.0019663093,0.005505313,0.0974724,0.0009549027,0.00010159137,0.009713388],"genre_scores_gemma":[0.87198067,0.00025636292,0.00003930384,0.00011343155,0.0005415445,0.11482649,0.0052799303,0.00010184117,0.0068604313],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.96461827,0.029724635,0.0022450504,0.0007789127,0.0012388703,0.0013942912],"domain_scores_gemma":[0.99024427,0.007227014,0.00083381863,0.001217572,0.00020872905,0.00026859995],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018093111,0.0006749377,0.0033329881,0.0011070806,0.0016962601,0.00031151582,0.0015620216,0.0006945622,0.006046672],"category_scores_gemma":[0.00065560406,0.00058732333,0.0019261653,0.0005437726,0.0004821317,0.00016562686,0.0019648406,0.004721605,0.000094562725],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9551928,0.008219174,0.0021752794,0.00091645407,0.0010269412,0.00001202244,0.009547352,0.0000029995049,7.723682e-7,0.00066607527,0.014522183,0.0077179284],"study_design_scores_gemma":[0.9706852,0.002122763,0.0024145322,0.0006580034,0.00013866625,0.0000013833925,0.013447977,0.00022823045,0.0000011404393,0.00815149,0.0017056222,0.00044499483],"about_ca_topic_score_codex":0.013452596,"about_ca_topic_score_gemma":0.010673198,"teacher_disagreement_score":0.025626026,"about_ca_system_score_codex":0.0012950054,"about_ca_system_score_gemma":0.00022620415,"threshold_uncertainty_score":0.9996578},"labels":[],"label_agreement":null},{"id":"W4295083531","doi":"10.1186/s12889-022-14058-z","title":"Youth voices and experiences regarding a school-based cognitive behavioral therapy skills intervention: lessons for future engagement and adaptation","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Sunnybrook Health Science Centre; Canada Research Chairs; Government of Ontario; Health Sciences Centre; University of Toronto","funders":"Ontario Ministry of Research and Innovation; Department of Psychiatry, University of Toronto; University of Toronto","keywords":"Biostatistics; Medicine; Intervention (counseling); Public health; Adaptation (eye); Cognition; Cognitive behavioral therapy; Cognitive therapy; Medical education; Clinical psychology; Nursing; Psychiatry; Psychology","score_opus":0.2189563123424808,"score_gpt":0.4610082677342351,"score_spread":0.24205195539175428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295083531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866988,0.0038944122,0.0016376588,0.0049880077,0.00075801846,0.001651105,0.00019837393,0.000055510645,0.00011809219],"genre_scores_gemma":[0.9946228,0.00006079072,0.0007493777,0.0010100427,0.00020375902,0.0027655424,0.00035516833,0.000016011505,0.00021646869],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9979942,0.0007029572,0.0003396143,0.00039882062,0.00019000938,0.0003744046],"domain_scores_gemma":[0.9991963,0.00015235214,0.00025874656,0.00011044233,0.000045874716,0.00023631095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014650507,0.0001414019,0.00019720432,0.00015446355,0.0012216633,0.00011893323,0.00009399529,0.00003947451,0.00056474056],"category_scores_gemma":[0.000019400357,0.00012640773,0.000053242064,0.00016841009,0.000050518345,0.0002229867,0.00005115416,0.00016124774,0.0000015612283],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005337602,0.0016953857,0.043137763,0.00018479057,0.000051915235,0.00000306131,0.21429345,7.904991e-7,5.732691e-7,0.0018941124,0.00053733063,0.7376671],"study_design_scores_gemma":[0.0068912716,0.0028927927,0.06792991,0.000058692454,0.00001652214,0.000005685663,0.9143503,0.00016967022,0.0000057130824,0.000049544404,0.007436273,0.00019364519],"about_ca_topic_score_codex":0.00054044434,"about_ca_topic_score_gemma":0.0002532774,"teacher_disagreement_score":0.7374734,"about_ca_system_score_codex":0.00014797389,"about_ca_system_score_gemma":0.00016415367,"threshold_uncertainty_score":0.939617},"labels":[],"label_agreement":null},{"id":"W4295235199","doi":"10.1002/capr.12581","title":"Effects of a statutory reform on waiting times for outpatient psychotherapy: A multicentre cohort study","year":2022,"lang":"en","type":"article","venue":"Counselling and Psychotherapy Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Statutory law; Mental health; Hazard ratio; Cohort; Medicine; Inequality; Proportional hazards model; Psychology; Demography; Psychiatry; Law; Political science; Sociology; Confidence interval","score_opus":0.06720671368500564,"score_gpt":0.4432190452975967,"score_spread":0.37601233161259107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295235199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828389,0.007928619,0.00023839984,0.00019635708,0.0008111484,0.0064585297,0.000048784972,0.00004959754,0.0014296364],"genre_scores_gemma":[0.9826896,0.0059951628,0.00007698656,0.00030328668,0.00015896563,0.004153765,0.000026706828,0.00008284658,0.006512637],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965529,0.00080605334,0.00044075205,0.0006907221,0.00083508226,0.0006745209],"domain_scores_gemma":[0.99793226,0.0011791027,0.00016938245,0.0004374727,0.00014008173,0.00014173052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002629572,0.00022693552,0.0003681196,0.00034654705,0.0010286015,0.000041906264,0.0002999949,0.00007252249,0.0006852684],"category_scores_gemma":[0.0000022450843,0.00019578644,0.00008712414,0.0003707423,0.00010266806,0.000044535464,0.0000034805912,0.00050434604,0.000015238847],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.061511308,0.03736264,0.049597092,0.0015223665,0.002493922,0.00009256333,0.30591804,0.00007752485,0.0015852266,0.019224534,0.0142650865,0.5063497],"study_design_scores_gemma":[0.14452207,0.17113785,0.05439348,0.001468248,0.0004364351,0.000041285315,0.09625574,0.008052259,0.0033348855,0.06401311,0.45264664,0.003697985],"about_ca_topic_score_codex":0.00031336723,"about_ca_topic_score_gemma":0.0000378186,"teacher_disagreement_score":0.5026517,"about_ca_system_score_codex":0.00011346061,"about_ca_system_score_gemma":0.000029928833,"threshold_uncertainty_score":0.79839396},"labels":[],"label_agreement":null},{"id":"W4295517560","doi":"10.1080/17482631.2022.2123090","title":"Traditional, religious, and cultural perspectives on mental illness: a qualitative study on causal beliefs and treatment use","year":2022,"lang":"en","type":"article","venue":"International Journal of Qualitative Studies on Health and Well-Being","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental illness; Mental health; Mentally ill; Qualitative research; Psychology; Promotion (chess); Mental health literacy; Middle Eastern Mental Health Issues & Syndromes; Psychiatry; Clinical psychology; Medicine; Sociology","score_opus":0.19257048831629814,"score_gpt":0.5236445940684282,"score_spread":0.3310741057521301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295517560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97977126,0.004538573,0.0000021176002,0.013289429,0.0010793135,0.00067951536,0.00014824935,0.000011526222,0.00048002356],"genre_scores_gemma":[0.9919807,0.0049706767,0.000054332624,0.0023011595,0.00025519662,0.00013923478,0.000029685447,0.000017515868,0.00025153317],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99621516,0.001675298,0.00073260773,0.0004184285,0.00069499575,0.00026352666],"domain_scores_gemma":[0.99632764,0.0025178613,0.00064497965,0.00007710199,0.0002084529,0.00022397337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012388781,0.00029160344,0.0005055894,0.00033383686,0.0010086875,0.00006420761,0.000105845735,0.000025754876,0.000034463672],"category_scores_gemma":[0.00012629724,0.00021419673,0.00007599844,0.000096682445,0.00022259945,0.00021176864,0.00006712123,0.00032123638,0.000004074597],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035255,0.0019862095,0.001043228,0.000018316932,0.0014474182,0.00012621155,0.94638914,0.0000049308333,0.000002573114,0.03965934,0.002131789,0.0036653683],"study_design_scores_gemma":[0.0049955137,0.022460928,0.0047296756,0.00017939661,0.000032068274,0.000089368834,0.96180403,0.000002779678,0.000008544672,0.004658588,0.0008568937,0.00018220053],"about_ca_topic_score_codex":0.0003945248,"about_ca_topic_score_gemma":0.000042654607,"teacher_disagreement_score":0.035000753,"about_ca_system_score_codex":0.0009068308,"about_ca_system_score_gemma":0.00005089281,"threshold_uncertainty_score":0.87346894},"labels":[],"label_agreement":null},{"id":"W4296078743","doi":"10.1007/s00127-022-02366-z","title":"Using novel methodology to estimate the prevalence of mental disorders in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Centre for Disease Control; British Columbia Centre on Substance Use; Providence Health Care; University of British Columbia; Simon Fraser University","funders":"Ministry of Health, British Columbia; Michael Smith Health Research BC","keywords":"Mental health; Epidemiology; Anxiety; Medicine; Population; Public health; Demography; Prevalence of mental disorders; Schizophrenia (object-oriented programming); Estimation; Psychiatry; Gerontology; Environmental health","score_opus":0.09721905121031114,"score_gpt":0.4433211616927189,"score_spread":0.34610211048240774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296078743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747054,0.0051996596,0.00024861435,0.010115489,0.007222622,0.001062974,0.000411079,0.000016538967,0.0010176155],"genre_scores_gemma":[0.98760104,0.000085877364,0.0075117853,0.0034652431,0.00028725667,0.00026989332,0.000022999431,0.00002696654,0.00072891027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99546355,0.00219183,0.00090032734,0.00060033845,0.00015708817,0.0006868839],"domain_scores_gemma":[0.9982842,0.00091132306,0.0004392697,0.00023138737,0.000015707585,0.00011806199],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024077804,0.0001709311,0.00059272343,0.000085402586,0.0012709918,0.000009973257,0.00042518138,0.00012797641,0.0011752531],"category_scores_gemma":[0.00008194917,0.00021754524,0.00010519437,0.00067000865,0.00018856305,0.000038875027,0.00019428985,0.00047007157,0.000001214749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013462835,0.00034756833,0.9795101,0.00015690182,0.000061012637,0.0000011909717,0.00075594475,0.000063563406,0.000002780844,0.004053923,0.007847772,0.0070646154],"study_design_scores_gemma":[0.0013226415,0.00032191878,0.9797862,0.000012541524,0.0000713868,0.000072890914,0.0028319114,0.000056425473,5.1399738e-8,0.011772318,0.0035286078,0.00022310238],"about_ca_topic_score_codex":0.90555984,"about_ca_topic_score_gemma":0.9713124,"teacher_disagreement_score":0.06575259,"about_ca_system_score_codex":0.00016045506,"about_ca_system_score_gemma":0.00027811612,"threshold_uncertainty_score":0.9997378},"labels":[],"label_agreement":null},{"id":"W4296161027","doi":"10.1177/07067437221125305","title":"Addressing Stigma and Promoting Help-Seeking Among African Nova Scotian Youth Experiencing Psychosis and Other Mental Health Problems","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; McMaster University","funders":"Nova Scotia Department of Health and Wellness","keywords":"Stigma (botany); Psychosis; Mental health; Psychiatry; Psychology; Help-seeking; Nova scotia; Nova (rocket); Social stigma; Clinical psychology; Medicine; Sociology","score_opus":0.07294245681300136,"score_gpt":0.34030539353305944,"score_spread":0.26736293672005806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296161027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722328,0.009995262,0.000010468817,0.012289711,0.0034656061,0.00055146054,0.00007104826,0.000010923539,0.0013727235],"genre_scores_gemma":[0.9974124,0.000009857908,0.00039512353,0.0016944148,0.0003321868,0.000018473333,0.000004185986,0.000041142714,0.00009221451],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99795514,0.00034825187,0.0005721375,0.00026089535,0.00026589588,0.00059767865],"domain_scores_gemma":[0.99842334,0.000026449174,0.0006824736,0.000193964,0.00002353721,0.0006502157],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001165304,0.00019864016,0.00028044332,0.00028998012,0.0027305956,0.00015856526,0.0002909053,0.000043716547,0.00067433866],"category_scores_gemma":[0.0000057051484,0.00015786092,0.000060848724,0.000288598,0.00019697705,0.00015071568,0.000043198717,0.000523864,0.0000014691794],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007291115,0.00009220916,0.75457907,0.000109222754,0.00012719928,0.000014928899,0.22277352,0.0000075567023,0.000010309738,0.00073943444,0.0028229067,0.018650759],"study_design_scores_gemma":[0.0066614295,0.0029040272,0.32736835,0.0027094767,0.00020282721,0.0023940632,0.64607525,0.00022557453,0.000019510977,0.0027919305,0.0075870273,0.001060535],"about_ca_topic_score_codex":0.08808583,"about_ca_topic_score_gemma":0.3123895,"teacher_disagreement_score":0.4272107,"about_ca_system_score_codex":0.00031012818,"about_ca_system_score_gemma":0.00044144224,"threshold_uncertainty_score":0.9985677},"labels":[],"label_agreement":null},{"id":"W4296782700","doi":"10.1136/bmjopen-2022-065084","title":"Primary care for individuals with serious mental illness (PriSMI): protocol for a convergent mixed methods study","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Provincial Health Services Authority; Access Alliance Multicultural Health and Community Services; Institute for Clinical Evaluative Sciences; McGill University; University of Ottawa; Kingston Health Sciences Centre; Simon Fraser University; Ottawa Hospital; Royal Ottawa Mental Health Centre; Waypoint Centre for Mental Health Care; Ontario Shores Centre for Mental Health Sciences; Dalhousie University; University of Toronto; Centre for Addiction and Mental Health; Ontario Tech University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Protocol (science); Mental illness; Primary care; Public health; Epidemiology; Mental health; Family medicine; Psychiatry; Alternative medicine; Nursing; Pathology","score_opus":0.12100563125073907,"score_gpt":0.5459796185569062,"score_spread":0.4249739873061672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296782700","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.075772755,0.000015749161,0.0003080797,0.00027533653,0.0007335666,0.9193137,0.0006060376,0.000044263812,0.0029304947],"genre_scores_gemma":[0.020290922,5.855212e-8,0.013872461,0.00065136387,0.00006954302,0.96106136,0.00048243496,0.000059814687,0.0035120375],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974632,0.0007439298,0.00045998354,0.00059367553,0.0002998365,0.00043934886],"domain_scores_gemma":[0.99883914,0.00016627918,0.0003267856,0.00049789663,0.000055084958,0.00011479618],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016224585,0.00024617484,0.00048563653,0.00007529667,0.0011174835,0.0000970636,0.0007832693,0.000045679513,0.0014769305],"category_scores_gemma":[0.0000062431236,0.0001964811,0.00007829807,0.00017228254,0.000026720665,0.00013990965,0.00081509294,0.000107395164,0.000011492535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03716582,0.009726253,0.09485901,0.0027786728,0.0015887272,0.00008433251,0.098343134,0.000010952046,0.00004156531,0.0007662459,0.0758836,0.6787517],"study_design_scores_gemma":[0.061126363,0.01563919,0.036756665,0.00009337322,0.00020839072,0.00004917629,0.12573494,0.000017959454,0.00073477114,0.00022050331,0.75860333,0.0008153305],"about_ca_topic_score_codex":0.0003668222,"about_ca_topic_score_gemma":0.00010655197,"teacher_disagreement_score":0.6827197,"about_ca_system_score_codex":0.0003327805,"about_ca_system_score_gemma":0.00016543093,"threshold_uncertainty_score":0.99943584},"labels":[],"label_agreement":null},{"id":"W4296844061","doi":"10.1016/j.euroneuro.2022.07.282","title":"ASSESSING THE UTILITY OF PHARMACOGENETIC TESTING IN A COHORT WITH TREATMENT-RESISTANT SCHIZOPHRENIA OR SCHIZOAFFECTIVE DISORDER","year":2022,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Michael Smith Health Research BC; University of Calgary; BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Schizoaffective disorder; Schizophrenia (object-oriented programming); Pharmacogenetics; Cohort; Medicine; Psychiatry; Clinical psychology; Psychosis; Internal medicine; Genotype; Genetics; Biology","score_opus":0.05424751436914232,"score_gpt":0.38869144389267357,"score_spread":0.33444392952353125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296844061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746748,0.0006092042,0.000010938645,0.00031156457,0.0010694172,0.001953062,0.000042183856,0.00013515558,0.021193655],"genre_scores_gemma":[0.99777865,0.000027708626,0.00011778531,0.00072838995,0.00012015343,0.00054281816,0.000013389862,0.00012526549,0.0005458172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929775,0.0046904176,0.0006262151,0.00080253213,0.00028144752,0.0006218911],"domain_scores_gemma":[0.9980673,0.0008763171,0.00042026123,0.0004665916,0.00004830943,0.000121175195],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007686834,0.00037484727,0.00042896048,0.00022770795,0.0005877872,0.000037567057,0.0005504807,0.000024489798,0.003381726],"category_scores_gemma":[0.000026869304,0.0002382661,0.00007989258,0.0011903492,0.00027353418,0.00011499957,0.00020608758,0.0005362898,0.00003729487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03388717,0.008484348,0.5952285,0.00011492784,0.0008617505,0.0073096487,0.0032531412,0.00042995843,0.047207415,0.00006384171,0.0025516176,0.30060768],"study_design_scores_gemma":[0.012077134,0.0029715975,0.9787526,0.0000191733,0.00021266275,0.00022779961,0.00077264494,0.0004812752,0.00012463253,0.000010804593,0.004087269,0.00026240302],"about_ca_topic_score_codex":0.00025505005,"about_ca_topic_score_gemma":0.000061454266,"teacher_disagreement_score":0.3835241,"about_ca_system_score_codex":0.0001159452,"about_ca_system_score_gemma":0.0001002968,"threshold_uncertainty_score":0.9975293},"labels":[],"label_agreement":null},{"id":"W4297184742","doi":"10.1111/camh.12597","title":"Long‐term impact of a mental health literacy resource applied by regular classroom teachers in a Canadian school cohort","year":2022,"lang":"en","type":"article","venue":"Child and Adolescent Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; College of Veterinarians of British Columbia; University of Alberta","funders":"","keywords":"Stigma (botany); Curriculum; Mental health literacy; Cohort; Mental health; Psychology; Literacy; Medicine; Medical education; Pedagogy; Mental illness; Psychiatry","score_opus":0.009493271409705368,"score_gpt":0.3306733702142371,"score_spread":0.32118009880453174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297184742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716484,0.01278317,0.0000014118267,0.008117047,0.00030520387,0.0034741228,0.001391498,0.000040464474,0.0022386957],"genre_scores_gemma":[0.98834664,0.000488985,0.000018369896,0.007837636,0.00007163089,0.00013391019,0.0023906322,0.000050473715,0.0006617161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962865,0.00044304237,0.00083860866,0.00072131463,0.00039636026,0.001314146],"domain_scores_gemma":[0.9976487,0.000013648827,0.00040058867,0.00039309877,0.000007751801,0.0015362045],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008360693,0.0003764209,0.000639478,0.00037952012,0.0011055333,0.00003812786,0.00028244828,0.000077569835,0.00084951945],"category_scores_gemma":[0.0000017569272,0.00036538427,0.00012732105,0.000388671,0.00009469603,0.00010533521,0.00013674788,0.0006931235,0.00001489999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006141031,0.0016797405,0.8441478,0.00026927504,0.00008134621,0.000011346732,0.007851859,0.0000015393757,0.00001917449,0.00008003064,0.08392128,0.061322495],"study_design_scores_gemma":[0.005260602,0.0011916086,0.9744055,0.00050612225,0.0000082523175,0.00008836214,0.0022364212,0.000016921646,0.000010899807,0.000011148345,0.01594407,0.00032003893],"about_ca_topic_score_codex":0.12310344,"about_ca_topic_score_gemma":0.013357759,"teacher_disagreement_score":0.13025774,"about_ca_system_score_codex":0.0046062926,"about_ca_system_score_gemma":0.0005268659,"threshold_uncertainty_score":0.99987984},"labels":[],"label_agreement":null},{"id":"W4297498248","doi":"10.1080/23311908.2022.2107001","title":"Examining the feasibility and effectiveness of case manager delivered problem-solving therapy on late-life depression in a real-world setting: a mixed design pilot study","year":2022,"lang":"en","type":"article","venue":"Cogent Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Parkwood Institute; London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Depression (economics); Attendance; Anxiety; Quality of life (healthcare); Psychology; Attrition; Clinical psychology; Randomized controlled trial; Physical therapy; Psychiatry; Medicine; Psychotherapist","score_opus":0.21417133184686454,"score_gpt":0.42763485360015435,"score_spread":0.2134635217532898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297498248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919961,0.0009646659,0.00007492901,0.000078031735,0.0004885036,0.004927604,0.000012941279,0.000044871234,0.0014123437],"genre_scores_gemma":[0.9979178,0.0000495581,0.00008345683,0.00036759928,0.000019598052,0.0014210837,0.000011060891,0.000032095486,0.00009775607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923034,0.0057782857,0.00051754894,0.0008005592,0.00019611693,0.0004041103],"domain_scores_gemma":[0.9974945,0.0014822677,0.00028133683,0.0006267405,0.000027703132,0.000087414075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003412688,0.00024768364,0.00040192602,0.00025495046,0.00045196732,0.000014954796,0.00027618464,0.000045763638,0.00031139865],"category_scores_gemma":[0.000025139994,0.00018374987,0.00003465444,0.00045651282,0.0000960948,0.00004869371,0.00018143657,0.00036517766,0.000005955656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015101627,0.0072005047,0.9453243,0.00007691907,0.0001919574,0.0013826741,0.0059392964,0.00016912005,0.0012430446,0.00009384122,0.00026184114,0.02301485],"study_design_scores_gemma":[0.008750648,0.007504494,0.98090667,0.00005049208,0.00003685182,0.00011463939,0.0020523707,0.00005192545,0.00008937208,0.0002604658,0.000021359272,0.00016073279],"about_ca_topic_score_codex":0.0015639049,"about_ca_topic_score_gemma":0.0003943159,"teacher_disagreement_score":0.035582326,"about_ca_system_score_codex":0.000136734,"about_ca_system_score_gemma":0.00001985307,"threshold_uncertainty_score":0.7493102},"labels":[],"label_agreement":null},{"id":"W4297514736","doi":"10.1080/07448481.2022.2115305","title":"Professor Hippo-on-Campus: Developing and evaluating an educational intervention to build mental health literacy among university faculty and staff","year":2022,"lang":"en","type":"article","venue":"Journal of American College Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Mental health literacy; Mental health; Medical education; Stigma (botany); Psychology; Intervention (counseling); Health literacy; Medicine; Health care; Psychiatry; Mental illness","score_opus":0.05039923784593395,"score_gpt":0.4578315560747509,"score_spread":0.407432318228817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297514736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625083,0.00031085394,0.000068593574,0.03542132,0.00056302175,0.0007907229,0.00025605966,0.000009596749,0.00007150085],"genre_scores_gemma":[0.9907734,0.00004323076,0.0056679505,0.0024749227,0.000103523096,0.000015040412,0.000055857476,0.000015486745,0.00085060584],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99735564,0.0010728049,0.00057994,0.00027859883,0.00037134942,0.0003416844],"domain_scores_gemma":[0.9980238,0.00013934862,0.0011785837,0.00010785538,0.00008915972,0.0004612622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013560457,0.0001457725,0.0003744929,0.00033982,0.0012412767,0.000027862863,0.00015206593,0.000016403808,0.00018290896],"category_scores_gemma":[0.000019356488,0.0001438839,0.000046266334,0.00043886979,0.00007453336,0.0002680038,0.00010971042,0.00031833703,0.0000018045447],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035867237,0.002826147,0.15051116,0.0003260382,0.00017781822,0.000043136395,0.06024483,0.000020280864,0.0000097800175,0.00456553,0.018573206,0.75911534],"study_design_scores_gemma":[0.0048055113,0.022930523,0.8158182,0.0004371424,0.000020138714,0.00033170433,0.14255853,0.00018603288,0.000003065121,0.00021019705,0.012399332,0.0002996387],"about_ca_topic_score_codex":0.0014338319,"about_ca_topic_score_gemma":0.00022264532,"teacher_disagreement_score":0.7588157,"about_ca_system_score_codex":0.001775224,"about_ca_system_score_gemma":0.00080917444,"threshold_uncertainty_score":0.95470226},"labels":[],"label_agreement":null},{"id":"W4300522127","doi":"","title":"[Mental health in primary care: applying psychiatric knowledge to primary care or a whole different practice?]","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Primary care; Mental health; Service (business); Work (physics); Primary health care; Psychology; Nursing; Collaborative Care; Global Positioning System; Medicine; Medical education; Family medicine; Psychiatry; Business","score_opus":0.048880911230163,"score_gpt":0.3735194600261833,"score_spread":0.3246385487960203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300522127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75286233,0.019001441,0.000011460016,0.011414442,0.006103591,0.01379926,0.0002436911,0.00015398164,0.19640978],"genre_scores_gemma":[0.9765851,0.00016713426,0.00032172687,0.0039239796,0.0004771114,0.013766439,0.00043151554,0.00006036451,0.0042666243],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972519,0.00022004714,0.00053033815,0.00069703604,0.00024856595,0.0010521048],"domain_scores_gemma":[0.9981444,0.000096250486,0.00038585355,0.00085656956,0.000047914786,0.00046899947],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031121436,0.00032368736,0.0005030016,0.00027059967,0.0008786533,0.00015721147,0.00058103533,0.00012668497,0.000046356985],"category_scores_gemma":[0.00002668728,0.00026272258,0.00008624111,0.00020393584,0.000046501198,0.000342613,0.00030778916,0.0003052971,0.00021780978],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011212089,0.00096671237,0.061625957,0.0008157443,0.000039604405,0.000026587322,0.008699431,1.2875033e-7,0.0000016412653,0.00006829451,0.0068989065,0.9197358],"study_design_scores_gemma":[0.0038230107,0.000220418,0.9032022,0.000083479346,0.00002319248,0.000014518622,0.0028636926,3.1278566e-7,0.000007081724,0.000010325016,0.08948775,0.00026401866],"about_ca_topic_score_codex":0.00091327494,"about_ca_topic_score_gemma":0.0017409114,"teacher_disagreement_score":0.91947174,"about_ca_system_score_codex":0.002211732,"about_ca_system_score_gemma":0.00014322202,"threshold_uncertainty_score":0.9999825},"labels":[],"label_agreement":null},{"id":"W4301173195","doi":"","title":"The current status of culturally adapted mental health interventions: a practice-focused review of meta-analyses","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Psychology; Clinical psychology; Psychotherapist; Psychiatry","score_opus":0.6901314999776504,"score_gpt":0.7135286839833839,"score_spread":0.02339718400573343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301173195","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02680887,0.9605754,0.00007113506,0.002640656,0.0013915983,0.0023142532,0.00030797243,0.000020001953,0.0058701118],"genre_scores_gemma":[0.35603777,0.64133555,0.00047499282,0.00094336923,0.00014088722,0.0002522434,0.00009263585,0.00004605606,0.0006764888],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930956,0.0020260955,0.0028753951,0.0004494271,0.000943397,0.000610113],"domain_scores_gemma":[0.9915751,0.00076033914,0.0056051533,0.000786238,0.00093354424,0.0003396287],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036017029,0.00037729513,0.0018285605,0.00039444925,0.000514574,0.00024622853,0.0020939372,0.0000566537,0.022400301],"category_scores_gemma":[0.0006073519,0.0002217192,0.0009845973,0.0011586017,0.00033815895,0.0015332246,0.0005745949,0.00037915906,0.000037516766],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018629754,0.004359094,0.012282751,0.0071286326,0.015398108,0.0000109039875,0.0016582626,0.0000012740551,0.0010960677,0.000998274,0.38897133,0.5662323],"study_design_scores_gemma":[0.005131921,0.0009157471,0.21354562,0.034008354,0.012944093,0.000054434255,0.0020301186,0.000016234551,0.0077371146,0.0025221647,0.7199635,0.0011307102],"about_ca_topic_score_codex":0.003696751,"about_ca_topic_score_gemma":0.00032559704,"teacher_disagreement_score":0.5651016,"about_ca_system_score_codex":0.00019246705,"about_ca_system_score_gemma":0.00021771643,"threshold_uncertainty_score":0.97849333},"labels":[],"label_agreement":null},{"id":"W4303940215","doi":"10.1016/s0140-6736(22)01470-2","title":"The Lancet Commission on ending stigma and discrimination in mental health","year":2022,"lang":"en","type":"review","venue":"The Lancet","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":685,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Medical Research Council","keywords":"Stigma (botany); Commission; Mental health; Psychiatry; Social stigma; Psychology; Medicine; Criminology; Political science; Family medicine; Law; Human immunodeficiency virus (HIV)","score_opus":0.26800978622954746,"score_gpt":0.5042843597703773,"score_spread":0.23627457354082987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303940215","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012957929,0.9737256,3.4469628e-7,0.0069856597,0.0009195609,0.0011969126,0.00016007666,0.000028214952,0.016854057],"genre_scores_gemma":[0.00057416974,0.99600244,0.0000068820154,0.0005403606,0.0006555614,0.0003416838,0.000333789,0.000023802115,0.0015213189],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757034,0.0012335482,0.00034494168,0.00025938902,0.00018203605,0.00040977274],"domain_scores_gemma":[0.9985343,0.0006420379,0.00028878672,0.0004829794,0.0000019527045,0.000049922935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014266628,0.0002078927,0.000908443,0.00006247949,0.0010526888,0.000053714706,0.00045749382,0.000059320126,0.0003062123],"category_scores_gemma":[0.000016297288,0.000101773454,0.000058857102,0.00015411178,0.000048654383,0.000029801791,0.00013614504,0.0006503687,0.00003129058],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006617197,0.000053981523,0.00007595806,0.0014653149,0.000020197189,0.000003723225,0.0011958526,3.024317e-8,7.2412973e-9,0.0061981995,0.04599737,0.9449232],"study_design_scores_gemma":[0.00065946014,0.00012091646,0.00092711375,0.002339545,0.000023116498,0.000013169908,0.00056067907,0.0000021005894,4.145857e-8,0.00017636824,0.99508417,0.000093299954],"about_ca_topic_score_codex":0.00024600743,"about_ca_topic_score_gemma":0.00015881701,"teacher_disagreement_score":0.94908684,"about_ca_system_score_codex":0.00030304625,"about_ca_system_score_gemma":0.000026835336,"threshold_uncertainty_score":0.80965376},"labels":[],"label_agreement":null},{"id":"W4304205448","doi":"10.21203/rs.3.rs-2137957/v1","title":"A Systematic Review and Meta-Analysis of Depression Prevalence Amongst Nigerian Students Pursuing Higher Education","year":2022,"lang":"en","type":"review","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Depression (economics); Meta-analysis; Confidence interval; Demography; Logistic regression; Mental health; Medicine; Pooling; Psychology; Psychiatry; Internal medicine; Sociology","score_opus":0.31372094033734915,"score_gpt":0.591591846726987,"score_spread":0.2778709063896378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304205448","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002929459,0.9887264,2.1692628e-7,0.000047092497,0.00012722368,0.009688362,0.00021769087,0.000018451667,0.001145263],"genre_scores_gemma":[0.0002934111,0.95985174,0.000006956829,0.000050199116,0.000020846674,0.01445497,0.00036633742,0.0000428426,0.024912717],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9900723,0.005713209,0.0013434698,0.0008184949,0.0015826296,0.0004698935],"domain_scores_gemma":[0.9963175,0.0011320724,0.00090757286,0.0012814971,0.00015540575,0.00020596274],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004009761,0.00037260228,0.005248707,0.0010546072,0.00033198533,0.00008433424,0.0009770473,0.00016904905,0.023700835],"category_scores_gemma":[0.00012629338,0.0002421072,0.0012541913,0.0024584427,0.00007529071,0.00010946062,0.00050997443,0.0005860788,0.000075236785],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031326142,0.00043200265,0.00016938508,0.9321344,0.054830145,0.000008309329,0.00011000768,1.4598465e-8,6.1729124e-9,0.00007361644,0.00043579287,0.011803176],"study_design_scores_gemma":[0.000092803115,0.00012713164,0.0005894137,0.13637136,0.81576705,0.0000054991906,0.00017716379,1.235004e-7,3.8854388e-8,0.000009199352,0.046619102,0.00024108391],"about_ca_topic_score_codex":0.00028976076,"about_ca_topic_score_gemma":0.000013275997,"teacher_disagreement_score":0.7957631,"about_ca_system_score_codex":0.00029870766,"about_ca_system_score_gemma":0.00012849254,"threshold_uncertainty_score":0.9872845},"labels":[],"label_agreement":null},{"id":"W4304589895","doi":"10.3917/spub.222.0299","title":"Itinéraires thérapeutiques et accès aux soins en santé mentale : une ethnographie au Burkina Faso","year":2022,"lang":"fr","type":"article","venue":"Santé Publique","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03737398843849635,"score_gpt":0.40732906553436216,"score_spread":0.36995507709586584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304589895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66303444,0.025303058,0.00009220811,0.08397577,0.0070276232,0.0023489557,0.0013806083,0.00048826143,0.21634908],"genre_scores_gemma":[0.95965344,0.002986079,0.00027666846,0.012394328,0.0010149736,0.0013307879,0.00096243556,0.00016509126,0.021216178],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913671,0.0035455842,0.0010759067,0.001287027,0.0008002044,0.0019241712],"domain_scores_gemma":[0.9970471,0.00076465216,0.0005427884,0.0010200129,0.00010505447,0.0005203452],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022202777,0.00082073803,0.00081826764,0.00080321054,0.002092203,0.00027982995,0.0013003605,0.000509792,0.012882131],"category_scores_gemma":[0.000051551888,0.000878693,0.00048742056,0.0019281862,0.00056770624,0.0009875788,0.0010777361,0.0017236593,0.00029381574],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084821176,0.0063769044,0.044139843,0.00063183455,0.0011011208,0.0008810913,0.050997954,0.000015076519,0.00047129413,0.17473193,0.116714254,0.60309047],"study_design_scores_gemma":[0.0036634014,0.0017866755,0.11615766,0.00018841315,0.00022703904,0.0002623102,0.021217668,0.000076484015,0.00096967514,0.012748157,0.84165597,0.0010465453],"about_ca_topic_score_codex":0.042011388,"about_ca_topic_score_gemma":0.009308897,"teacher_disagreement_score":0.72494173,"about_ca_system_score_codex":0.0011750272,"about_ca_system_score_gemma":0.0013092881,"threshold_uncertainty_score":0.9993664},"labels":[],"label_agreement":null},{"id":"W4304693733","doi":"10.1007/s11469-022-00914-x","title":"Blended-eLearning Impact on Health Worker Stigma Toward Alcohol, Tobacco, and Other Psychoactive Substance Users","year":2022,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Grand Challenges Canada; Canada Research Chairs","keywords":"Stigma (botany); Health psychology; Medicine; Health education; Public health; Psychology; Clinical psychology; Psychiatry; Nursing","score_opus":0.04491786333014863,"score_gpt":0.417167012541714,"score_spread":0.3722491492115654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304693733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797156,0.0061798412,0.000047418715,0.0098734815,0.0029188357,0.00034009578,0.00020805521,0.000016355332,0.00070034625],"genre_scores_gemma":[0.9927126,0.0011044091,0.0000945879,0.0054739383,0.00029197405,0.000021010464,0.000048484177,0.00001920108,0.00023375473],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981399,0.0002802022,0.00052096375,0.00022873118,0.0005311962,0.0002989633],"domain_scores_gemma":[0.99869317,0.000073871815,0.00075009436,0.00006912206,0.00004485938,0.00036890447],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057840976,0.00016109964,0.00024300988,0.00026854058,0.00049510045,0.00004105188,0.00013996327,0.000032871318,0.0010086271],"category_scores_gemma":[0.0000045953393,0.00013556019,0.000075365926,0.00011181107,0.000038840877,0.0002068072,0.00003129828,0.00043577806,0.000007479741],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00932229,0.00080593344,0.123024136,0.000015408708,0.0004846023,0.000034185614,0.009767732,0.000077028606,0.000014664509,0.0005947201,0.025784744,0.83007455],"study_design_scores_gemma":[0.021703059,0.017149748,0.7968379,0.001152968,0.00004047003,0.0024431532,0.032652717,0.00025510235,0.00004864945,0.00074851926,0.12639374,0.00057394267],"about_ca_topic_score_codex":0.0005527953,"about_ca_topic_score_gemma":0.0000357851,"teacher_disagreement_score":0.8295006,"about_ca_system_score_codex":0.0009453899,"about_ca_system_score_gemma":0.00012964156,"threshold_uncertainty_score":0.9999046},"labels":[],"label_agreement":null},{"id":"W4304890782","doi":"10.1192/bjo.2022.584","title":"Transforming access to care for serious mental disorders in slums (the TRANSFORM Project): rationale, design and protocol","year":2022,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health; Douglas Mental Health University Institute","funders":"Dalhousie University; Coventry University; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Mental health; Referral; Medicine; Nursing; Psychiatry","score_opus":0.08276425113531412,"score_gpt":0.4570946519817217,"score_spread":0.3743304008464076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304890782","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04239187,0.000057632835,0.0010020197,0.0063973926,0.00030282285,0.9382925,0.0001241182,0.000024371202,0.011407246],"genre_scores_gemma":[0.15840502,0.0000027114054,0.00052216527,0.00076651905,0.000026092732,0.8391569,0.000072680756,0.000025766827,0.0010221341],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986874,0.00014681928,0.00028934903,0.00038167636,0.00016374479,0.00033103835],"domain_scores_gemma":[0.99963194,0.000075838296,0.000053588665,0.00016832582,0.000013064741,0.00005725912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039228224,0.00015664633,0.00018095996,0.00010188395,0.00087344466,0.00015360072,0.0006670806,0.000033500986,0.00050925947],"category_scores_gemma":[0.0000018945755,0.00012356453,0.000038641396,0.00030471722,0.000023471297,0.00034021676,0.00010574933,0.00011488915,0.0000050560143],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004232386,0.00046216408,0.0023425543,0.00015352244,0.000035508296,0.0000030735823,0.028830806,0.0000531628,0.000027049635,0.0006966918,0.0056099677,0.9575531],"study_design_scores_gemma":[0.010287101,0.0015705142,0.006287077,0.00003464753,0.000016348555,0.0000139204885,0.013578634,0.000099537545,0.00023659917,0.0008220128,0.9667569,0.00029675473],"about_ca_topic_score_codex":0.0013958727,"about_ca_topic_score_gemma":0.0041352836,"teacher_disagreement_score":0.9611469,"about_ca_system_score_codex":0.00014376017,"about_ca_system_score_gemma":0.000073548945,"threshold_uncertainty_score":0.67179185},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4306146276","doi":"10.1016/j.ssmmh.2022.100166","title":"Explanatory models of psychotic-like experiences in rural Burkina Faso: A qualitative study among indigents and their community","year":2022,"lang":"en","type":"article","venue":"SSM - Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Poverty; Psychology; Thematic analysis; Psychiatry; Perception; Mental health; Qualitative research; Focus group; Rural area; Mental illness; Medicine; Sociology; Political science","score_opus":0.09624204440390301,"score_gpt":0.4498068686554186,"score_spread":0.3535648242515156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306146276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994807,0.0013730406,0.000003227933,0.000057290134,0.00073812995,0.0019822265,0.00016521174,0.000025679272,0.0008481989],"genre_scores_gemma":[0.9983257,0.000036286343,0.000015272195,0.00037767904,0.000010657819,0.00095800206,0.00011594682,0.00001879701,0.00014167573],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952999,0.0030164572,0.0006117008,0.00028103113,0.00030615428,0.00048480436],"domain_scores_gemma":[0.99901927,0.00015145817,0.00031853924,0.00032587178,0.000011106944,0.00017374508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015411614,0.00021958089,0.00043060313,0.00021566793,0.0010154049,0.0000116203555,0.00032689417,0.000037831756,0.00037650703],"category_scores_gemma":[0.000001479767,0.00019488277,0.000041562384,0.00030810988,0.00018011377,0.0002070199,0.00021408567,0.00046755065,0.000003047315],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038215582,0.0032892954,0.027095677,0.000060375798,0.000041712734,0.0000044866774,0.9630663,0.0000017337563,0.00000227204,0.00025185078,0.0002433231,0.005560813],"study_design_scores_gemma":[0.002515649,0.002451332,0.032311972,0.000042773358,0.0000029163298,0.0000052553487,0.96161956,0.000043760694,0.000008779709,0.0008503588,0.000011214582,0.00013644784],"about_ca_topic_score_codex":0.014299084,"about_ca_topic_score_gemma":0.0022477608,"teacher_disagreement_score":0.012051324,"about_ca_system_score_codex":0.00036085426,"about_ca_system_score_gemma":0.000055439406,"threshold_uncertainty_score":0.9922648},"labels":[],"label_agreement":null},{"id":"W4306253083","doi":"10.1002/mhw.33409","title":"New Jersey advances bill that would keep people with MI out of court system","year":2022,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commit; Mental health; Quarter (Canadian coin); Prison; Law; Recidivism; State (computer science); Political science; Criminology; Psychology; Psychiatry; History","score_opus":0.03543128456294489,"score_gpt":0.3567122321265835,"score_spread":0.32128094756363856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306253083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8631198,0.025309822,0.00038072863,0.045897122,0.013919603,0.006723011,0.0012554211,0.0004981522,0.042896364],"genre_scores_gemma":[0.97969985,0.00009701474,0.00048419775,0.0014412076,0.00011919681,0.00031010085,0.00021389507,0.000048131948,0.017586434],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974847,0.00025621947,0.00051128946,0.00048740528,0.0005896761,0.00067072234],"domain_scores_gemma":[0.9987009,0.000057571324,0.0004623759,0.0003991495,0.000017171915,0.00036282348],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035702073,0.00025220003,0.0005024274,0.00013984312,0.0007026021,0.0000141827695,0.00031924178,0.000073821044,0.0025238364],"category_scores_gemma":[8.4622235e-7,0.00019212691,0.000077662844,0.00028746834,0.00004287657,0.00015116247,0.000118329524,0.00036057684,0.00014466338],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006649492,0.0031306872,0.33489034,0.0040718396,0.00040484773,0.00013658988,0.05072469,0.000034177723,0.00006672708,0.0042066546,0.32126766,0.27441627],"study_design_scores_gemma":[0.016809952,0.0145759275,0.11273181,0.0007956897,0.00011229317,0.0003493895,0.1730102,0.0000935762,0.00051417644,0.00019550613,0.6796821,0.001129386],"about_ca_topic_score_codex":0.01123254,"about_ca_topic_score_gemma":0.0018036334,"teacher_disagreement_score":0.3584144,"about_ca_system_score_codex":0.00072634564,"about_ca_system_score_gemma":0.000141131,"threshold_uncertainty_score":0.998388},"labels":[],"label_agreement":null},{"id":"W4306391213","doi":"10.1177/13634615221127855","title":"Help-seeking strategies and treatment experiences among individuals diagnosed with Bipolar Spectrum Disorder in Iran: A qualitative study","year":2022,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Qualitative research; Psychiatry; Mood; Bipolar disorder; Psychology; Coping (psychology); Health care; Medicine; Clinical psychology; Sociology; Political science","score_opus":0.038711417085456744,"score_gpt":0.3726940194209121,"score_spread":0.3339826023354554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306391213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913347,0.0047689807,0.000005591176,0.0007194766,0.00054180156,0.0019957225,0.00003975722,0.0000685778,0.00052540906],"genre_scores_gemma":[0.99672383,0.000036796962,0.000061334475,0.0000605902,0.00006319692,0.0027280184,0.000045779725,0.000023827144,0.00025664724],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99755865,0.0006580758,0.00038970337,0.00059535244,0.00032533938,0.0004728826],"domain_scores_gemma":[0.9994879,0.00008060739,0.00012439872,0.00019883276,0.000006479432,0.00010183232],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024319286,0.00034326894,0.0003855498,0.00014659595,0.0006295349,0.00010989667,0.00018991013,0.000046953108,0.0009302479],"category_scores_gemma":[7.133469e-7,0.00022755035,0.00006823004,0.00045645854,0.00014567078,0.0004187375,0.000021267497,0.00022195232,0.000005950356],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022763717,0.0015901274,0.49474943,0.000012334152,0.00011970614,0.000025938896,0.5020012,0.000007877616,0.000002185514,0.0004151757,0.000012772127,0.00083561055],"study_design_scores_gemma":[0.003944119,0.002637624,0.40885824,0.000015203138,0.000041010106,0.000007663264,0.58410466,0.0000018123407,0.0000013216106,0.00014160253,0.00005898076,0.00018773935],"about_ca_topic_score_codex":0.010236752,"about_ca_topic_score_gemma":0.036731742,"teacher_disagreement_score":0.085891165,"about_ca_system_score_codex":0.00009311421,"about_ca_system_score_gemma":0.00003045111,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W4306897035","doi":"10.1371/journal.pone.0276552","title":"Prevalence of depression in Uganda: A systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Mbarara University of Science and Technology","keywords":"Meta-analysis; Depression (economics); Medicine; Systematic review; MEDLINE; Biology; Internal medicine","score_opus":0.3943993718311579,"score_gpt":0.4468149822641768,"score_spread":0.0524156104330189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306897035","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001942867,0.99421334,2.8069113e-7,0.000016102056,0.0000111470945,0.005020968,0.00017767082,0.000010821208,0.00053024443],"genre_scores_gemma":[0.000052135227,0.99091333,0.000041237512,0.00007004525,0.0000046452487,0.0054301843,0.00006477747,0.000020404608,0.003403216],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9965443,0.0012279002,0.0012564288,0.00045798364,0.00033581024,0.00017759812],"domain_scores_gemma":[0.9977596,0.00045713905,0.0010108084,0.00069844763,0.000016598884,0.000057451085],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078975805,0.0002787039,0.007731738,0.00030967806,0.00004474989,0.000006491221,0.0002963213,0.000099504694,0.011126337],"category_scores_gemma":[0.000058195572,0.00017595275,0.00078722485,0.00077902107,0.000020339969,0.000039031736,0.000123739,0.00022816572,0.00003521015],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016465382,0.0007087068,0.00006181826,0.9024778,0.09551803,0.000009053279,0.000042044012,3.6911572e-9,5.3215796e-9,0.0000073768574,0.000009243189,0.0011642465],"study_design_scores_gemma":[0.000068899215,0.00003486387,0.000013092728,0.11446924,0.8849477,0.0000031468799,0.000005513164,2.336429e-7,1.377279e-7,0.000002770377,0.00033900508,0.000115387105],"about_ca_topic_score_codex":0.000057127876,"about_ca_topic_score_gemma":0.0000071051495,"teacher_disagreement_score":0.78942966,"about_ca_system_score_codex":0.00006182673,"about_ca_system_score_gemma":0.00001700516,"threshold_uncertainty_score":0.9897776},"labels":[],"label_agreement":null},{"id":"W4306949635","doi":"10.1186/s12909-022-03774-0","title":"Knowledge, attitude and perceptions of medical students towards mental health in a university in Uganda","year":2022,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Fogarty International Center","keywords":"Mental illness; Perception; Mental health; Cross-sectional study; Medicine; Multilevel model; Psychology; Clinical psychology; Psychiatry; Family medicine","score_opus":0.03620263091997852,"score_gpt":0.46496618266395157,"score_spread":0.42876355174397307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306949635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907983,0.0008084939,0.000012871044,0.005834151,0.00079980586,0.00037210467,0.000012773352,0.000008179956,0.0013533413],"genre_scores_gemma":[0.99802625,0.00031198774,0.00006358531,0.0006330512,0.000044843495,0.000039941184,0.00010011101,0.0000047715876,0.00077548256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982425,0.00048113917,0.00026303128,0.00020478116,0.00063793367,0.00017062428],"domain_scores_gemma":[0.99949914,0.00007007179,0.00006458139,0.00009762554,0.000009651688,0.00025894179],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011557502,0.00006585544,0.00016542157,0.00019910457,0.00012310171,0.000004284072,0.00029201835,0.00006616368,0.009001267],"category_scores_gemma":[0.000057438046,0.00006776757,0.000019637497,0.0003045284,0.00007508232,0.00004014539,0.00020146035,0.0002346523,0.000012717703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011116684,0.006250653,0.8617762,0.00011105319,0.000008717451,0.0000042665797,0.015613256,1.8395747e-7,4.1946942e-7,0.0019354258,0.0070316694,0.107157044],"study_design_scores_gemma":[0.002278817,0.00015325386,0.9703357,0.000117928656,0.000003308298,0.0000138898495,0.022198878,0.000056046858,2.1121012e-7,0.000051091487,0.004735696,0.00005518242],"about_ca_topic_score_codex":0.0053226715,"about_ca_topic_score_gemma":0.013142928,"teacher_disagreement_score":0.10855955,"about_ca_system_score_codex":0.00044673364,"about_ca_system_score_gemma":0.0016262996,"threshold_uncertainty_score":0.9919046},"labels":[],"label_agreement":null},{"id":"W4306989162","doi":"10.1186/s12888-022-04313-3","title":"Thematic analysis of the raters’ experiences administering scales to assess depression and suicide in Arab schizophrenia patients","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Qatar National Research Fund","keywords":"Thematic analysis; Psychology; Clinical psychology; Focus group; Psychiatry; Suicide prevention; Qualitative research; Schizophrenia (object-oriented programming); Sociocultural evolution; Poison control; Medicine","score_opus":0.050647839075875355,"score_gpt":0.3674026834005063,"score_spread":0.31675484432463097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306989162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975626,0.00032233386,0.000019153054,0.000081309016,0.0010838197,0.00043699835,0.000022006792,0.000009680429,0.0004621345],"genre_scores_gemma":[0.9988595,0.000001255911,0.0004626519,0.00017370153,0.00001592881,0.00038985774,0.000009843539,0.000008323043,0.00007891321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987726,0.0002271873,0.00033379046,0.00027523667,0.00020936066,0.00018179219],"domain_scores_gemma":[0.9994162,0.000054335313,0.00016114721,0.0003035458,0.00000811282,0.000056709876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017360266,0.000109512206,0.00022864265,0.00022814596,0.00022382017,0.000016329706,0.000263628,0.000026803602,0.00031356094],"category_scores_gemma":[0.000007721257,0.000075586926,0.000070673035,0.0007383401,0.00003181987,0.000051931984,0.00019390884,0.00008509198,0.0000027564977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030267946,0.00031190497,0.993031,0.00003948822,0.000047681937,2.305567e-7,0.0038827325,0.000034384328,0.000013645886,0.00010969911,0.000058353773,0.0021681653],"study_design_scores_gemma":[0.00083827693,0.00009693717,0.9854497,0.00005286758,0.00007017533,9.83977e-7,0.013182741,0.00009009815,0.00004809077,0.00008045512,0.000006495821,0.00008321161],"about_ca_topic_score_codex":0.00015593432,"about_ca_topic_score_gemma":0.0008629426,"teacher_disagreement_score":0.0093000075,"about_ca_system_score_codex":0.000029608245,"about_ca_system_score_gemma":0.000016134454,"threshold_uncertainty_score":0.34332725},"labels":[],"label_agreement":null},{"id":"W4308320943","doi":"10.1177/10398562221135492","title":"Australian older persons mental health inpatient and ambulatory services in 2015–2020 – A descriptive analysis and commentary","year":2022,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental health; Per capita; Medicine; Descriptive statistics; Ambulatory; Population; Gerontology; Welfare; Health economics; Ambulatory care; Health care; Commission; Demography; Environmental health; Public health; Psychiatry; Nursing; Business; Finance; Economic growth","score_opus":0.012852680641057674,"score_gpt":0.32503929756454913,"score_spread":0.3121866169234915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308320943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9515296,0.0015835175,0.0000010437738,0.04417627,0.0010759896,0.0008509148,0.00043741366,0.00003904563,0.00030617608],"genre_scores_gemma":[0.99327105,0.000037670365,0.00037825722,0.004795928,0.00007261091,0.00018587889,0.00040459147,0.000025755262,0.0008282455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977136,0.00032373334,0.00047321504,0.0006550808,0.0002462127,0.0005881457],"domain_scores_gemma":[0.9991443,0.000016848859,0.00022078087,0.00028128194,0.0000064577857,0.00033032123],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024833085,0.00028983245,0.0004124153,0.00042264676,0.0006387371,0.0000432085,0.00018276101,0.000073819,0.0016590082],"category_scores_gemma":[2.446963e-7,0.0003060158,0.00009077061,0.000731018,0.00009594739,0.00017348427,0.00015234423,0.00040995036,0.000010248441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015619516,0.00078280765,0.92423403,0.00011434738,0.00037241777,0.000019516328,0.02276706,0.0000025236675,0.0000027580254,0.00019110208,0.048926752,0.0024304686],"study_design_scores_gemma":[0.0023366942,0.000598546,0.91410995,0.000036636673,0.00014991254,0.00004098875,0.07912848,0.00002450891,0.0000015048785,0.00009459548,0.0032313261,0.00024688852],"about_ca_topic_score_codex":0.0074308524,"about_ca_topic_score_gemma":0.005903524,"teacher_disagreement_score":0.05636142,"about_ca_system_score_codex":0.00027429828,"about_ca_system_score_gemma":0.00003473408,"threshold_uncertainty_score":0.9999392},"labels":[],"label_agreement":null},{"id":"W4308634421","doi":"10.1177/21501319221131684","title":"Achieving Quality Integrated Care for Adolescent Depression: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Journal of Primary Care & Community Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Mental health; Integrated care; Collaborative Care; Health care; Family medicine; Nursing; Depression (economics); Primary care; Population; Psychiatry","score_opus":0.28161960725985613,"score_gpt":0.5457993434926092,"score_spread":0.26417973623275304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308634421","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000038532904,0.98826563,0.00006602447,0.00014967281,0.0021210264,0.0063317777,0.00042624536,0.000042355365,0.0025587298],"genre_scores_gemma":[0.000041464584,0.9925014,0.0006391909,0.003382941,0.0003145298,0.00043718977,0.0025351364,0.00010357134,0.000044574426],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98310214,0.011502073,0.0036963734,0.00036709677,0.0006386154,0.00069367344],"domain_scores_gemma":[0.99002856,0.001968797,0.005673222,0.001437648,0.0004060341,0.0004857193],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004838131,0.00067311863,0.005224434,0.00037090303,0.0020429343,0.00005480046,0.001650447,0.0002774073,0.00056716055],"category_scores_gemma":[0.0002055779,0.00052223384,0.0014606985,0.0005274928,0.00005850892,0.00017787918,0.00053838216,0.004733579,0.000008647236],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000065821856,0.00024271876,0.000063941676,0.4322453,0.00009067977,0.000011769814,0.001275146,5.3383978e-8,6.079026e-9,0.000005257933,0.0016391657,0.56436014],"study_design_scores_gemma":[0.00064267457,0.00061586674,0.00016601736,0.45962402,0.00042650697,0.00013728497,0.0036759425,7.2558093e-9,2.3031179e-8,0.0000013128673,0.53448474,0.00022556218],"about_ca_topic_score_codex":0.002215535,"about_ca_topic_score_gemma":0.0012379141,"teacher_disagreement_score":0.56413454,"about_ca_system_score_codex":0.010973325,"about_ca_system_score_gemma":0.0069051543,"threshold_uncertainty_score":0.9997229},"labels":[],"label_agreement":null},{"id":"W4308938901","doi":"10.3389/fpsyt.2022.1074794","title":"Editorial: Innovations in the mental health applications of interRAI assessments","year":2022,"lang":"en","type":"editorial","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mental health; Public health; Psychiatry; Psychology; Medicine; Medical education; Nursing","score_opus":0.013654367758867572,"score_gpt":0.39726492013958886,"score_spread":0.3836105523807213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308938901","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007317238,0.0028868013,0.00023041689,0.0015472487,0.985524,0.002875294,0.0011664,0.000026142408,0.0056705293],"genre_scores_gemma":[0.00042644708,0.00031367378,0.0021009722,0.00043487185,0.9844084,0.005861034,0.005398018,0.00006418827,0.0009924341],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99619687,0.00056063075,0.0012116316,0.00060374197,0.00093451166,0.0004926374],"domain_scores_gemma":[0.9981585,0.00013894596,0.0008205654,0.0007749208,0.00005103678,0.000056038836],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013112379,0.00032568214,0.00061113737,0.0008120059,0.00028303964,0.000030532872,0.001162133,0.0004646198,0.0004435463],"category_scores_gemma":[0.000017624821,0.00029149055,0.000115406205,0.0015020496,0.00009223509,0.00010362813,0.00013015018,0.0017145012,0.000011836543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014960897,0.0015016955,0.013062805,0.00018001496,0.00008103301,4.6809888e-7,0.001682003,5.724069e-7,3.623738e-8,0.00096908276,0.9750367,0.0073360098],"study_design_scores_gemma":[0.001865241,0.00029670892,0.0010674131,0.00011273052,0.000017509283,5.6597315e-7,0.009817056,0.0000021268793,3.4901415e-8,0.0017765485,0.984854,0.00019007045],"about_ca_topic_score_codex":0.0014310671,"about_ca_topic_score_gemma":0.00069621863,"teacher_disagreement_score":0.011995392,"about_ca_system_score_codex":0.00075256726,"about_ca_system_score_gemma":0.0006574144,"threshold_uncertainty_score":0.99995375},"labels":[],"label_agreement":null},{"id":"W4308964144","doi":"10.32388/b0ixot","title":"Centripetal versus Centrifugal Trends in Social and Cultural Psychiatry: A Conceptual Analysis","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mental health; Sociology; Psychology; Psychiatry","score_opus":0.08297579489203082,"score_gpt":0.43417449565921895,"score_spread":0.3511987007671881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308964144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9037151,0.0016375855,0.000004098623,0.0012979723,0.0052011767,0.00039165278,0.00039262927,0.0000856441,0.08727415],"genre_scores_gemma":[0.9885025,0.000047866928,0.00014341829,0.00017941433,0.00051870267,0.00020576733,0.0025420925,0.000021288604,0.007838951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973221,0.00032115608,0.000531431,0.0008915577,0.00032101234,0.00061276124],"domain_scores_gemma":[0.9992551,0.000052386644,0.00024649125,0.00027743145,0.000018780564,0.00014981527],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016417904,0.00039266326,0.00071349426,0.0006980925,0.0003280769,0.000077152254,0.00030824722,0.0003353394,0.0404176],"category_scores_gemma":[0.0000029699581,0.00035421955,0.00036993876,0.0009862307,0.00015273264,0.00007007046,0.00053707894,0.0008158804,0.000028121547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058968677,0.0024683913,0.7969313,0.0001072516,0.0070247618,0.00022761704,0.021381363,0.000053491833,0.000001064396,0.07261453,0.043241613,0.050051738],"study_design_scores_gemma":[0.018029612,0.00045284024,0.9288762,0.000015422182,0.0026197634,0.000005696066,0.03435486,0.00016953668,0.0000019957315,0.00035415686,0.014006284,0.0011135817],"about_ca_topic_score_codex":0.0038777834,"about_ca_topic_score_gemma":0.0030146923,"teacher_disagreement_score":0.13194494,"about_ca_system_score_codex":0.000321358,"about_ca_system_score_gemma":0.000045255303,"threshold_uncertainty_score":0.999891},"labels":[],"label_agreement":null},{"id":"W4308987138","doi":"10.1111/camh.12608","title":"Associations between dimensions of mental health literacy and adolescent help‐seeking intentions","year":2022,"lang":"en","type":"article","venue":"Child and Adolescent Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; H2020 Marie Skłodowska-Curie Actions; Economic and Social Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; European Commission; NHS Greater Glasgow and Clyde; Medical Research Council Canada; University of Strathclyde","keywords":"Mental health literacy; Help-seeking; Psychological intervention; Mental health; Psychology; Confirmatory factor analysis; Association (psychology); Construct (python library); Health literacy; Clinical psychology; Structural equation modeling; Social psychology; Psychiatry; Mental illness; Health care; Political science","score_opus":0.031958947704489246,"score_gpt":0.3664133290501689,"score_spread":0.3344543813456796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308987138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8527155,0.02892474,0.00009194578,0.09874019,0.0027192652,0.004867257,0.010593431,0.0001897043,0.0011579677],"genre_scores_gemma":[0.98876476,0.0018236176,0.000121126046,0.0070021963,0.00012997384,0.000048485937,0.0016936199,0.000036927115,0.00037928202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677545,0.00048684725,0.00094000436,0.0005919159,0.00048645545,0.0007193007],"domain_scores_gemma":[0.99849653,0.000043276767,0.00063162664,0.00026877268,0.000025346693,0.00053443026],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006444622,0.00029922873,0.0006103424,0.000248864,0.0030782055,0.000040037314,0.00016472086,0.000053149437,0.00018607969],"category_scores_gemma":[0.0000032657729,0.00027291654,0.00011719217,0.00031668379,0.00011581143,0.00015637156,0.00038312728,0.000529098,0.000008235183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003212404,0.0069029573,0.6189206,0.0011377095,0.00028062658,0.0000063335397,0.017977346,0.0000013154659,0.000092872404,0.0036924703,0.075085446,0.27558103],"study_design_scores_gemma":[0.00379328,0.0010222065,0.9706678,0.0013135188,0.00003495382,0.00009833672,0.0045747478,0.000045874855,0.000020657799,0.00014923941,0.017929217,0.00035016003],"about_ca_topic_score_codex":0.0003407249,"about_ca_topic_score_gemma":0.00003611018,"teacher_disagreement_score":0.35174716,"about_ca_system_score_codex":0.0006942766,"about_ca_system_score_gemma":0.00009693556,"threshold_uncertainty_score":0.9999723},"labels":[],"label_agreement":null},{"id":"W4309070657","doi":"10.1371/journal.pone.0277695","title":"School-based mental health literacy training shifts the quantity and quality of referrals to tertiary child and adolescent mental health services: A Western Canada regional study","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Calgary; University of Alberta; Alberta Health Services","funders":"Alberta Children's Hospital Foundation; Alberta Health Services","keywords":"Mental health; Quality (philosophy); Medicine; Psychiatry; Mental health literacy; Young adult; Training (meteorology); Psychology; Gerontology; Mental illness; Geography","score_opus":0.1555469087388198,"score_gpt":0.3955964488260354,"score_spread":0.2400495400872156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309070657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9634677,0.002106093,8.352754e-7,0.031169653,0.00012481949,0.0025243259,0.0005485928,0.00002299249,0.000034982575],"genre_scores_gemma":[0.968319,0.000039354585,0.00007732899,0.031018669,0.0000466644,0.0001982288,0.00019521546,0.000020222527,0.00008534557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966758,0.0010699782,0.0006674761,0.00047764825,0.0006793726,0.00042972618],"domain_scores_gemma":[0.9988219,0.00007175746,0.0003675074,0.00033967075,0.00002197364,0.00037718297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010063872,0.00020593274,0.00049727235,0.000080238606,0.0010579996,0.00003570625,0.00022862467,0.000020753367,0.00015268747],"category_scores_gemma":[0.0000031064526,0.00017082108,0.000028739509,0.00016914656,0.000037152724,0.000097773845,0.00018676832,0.0002867616,0.0000018071214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010023459,0.009602064,0.94022155,0.0010525632,0.00024986034,0.0000043278,0.044101913,9.0632244e-7,0.000030483148,0.000044669003,0.0010946412,0.002594659],"study_design_scores_gemma":[0.00289793,0.0014152817,0.9762306,0.0005368986,0.000018793571,0.0000045605902,0.018301992,0.000020635332,0.0000100593425,0.0000050424615,0.00040417755,0.00015399014],"about_ca_topic_score_codex":0.38342005,"about_ca_topic_score_gemma":0.4142451,"teacher_disagreement_score":0.036009073,"about_ca_system_score_codex":0.00047877256,"about_ca_system_score_gemma":0.00028388845,"threshold_uncertainty_score":0.8137384},"labels":[],"label_agreement":null},{"id":"W4309692964","doi":"10.7870/cjcmh-2022-011","title":"Evaluating A.S.K. Gatekeeper Training: Supporting Mental Health in Post-Secondary Settings","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. Lawrence College; Queen's University","funders":"","keywords":"Mental health; Intervention (counseling); Psychology; Training (meteorology); Medical education; Applied psychology; Medicine; Psychiatry","score_opus":0.12665035408785114,"score_gpt":0.4530890953113976,"score_spread":0.3264387412235465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309692964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93954855,0.004410541,9.748642e-7,0.050112087,0.0019683396,0.0009383223,0.0006618001,0.000015202739,0.0023441995],"genre_scores_gemma":[0.9731223,0.000037483573,0.00024563164,0.025489844,0.00009391903,0.000030804647,0.00058813544,0.000050473234,0.00034141913],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99199843,0.0042124167,0.0017417407,0.00019087597,0.00045582495,0.0014006812],"domain_scores_gemma":[0.9963259,0.0001911426,0.0014831921,0.00036118928,0.000069452595,0.0015691402],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009549334,0.0002792527,0.0007157766,0.00079981016,0.004763838,0.00005317224,0.00080213294,0.00006058635,0.0061674044],"category_scores_gemma":[0.000043861626,0.00031206154,0.00015891864,0.00047706784,0.00009976922,0.00027595952,0.00012999226,0.0027349477,0.000018412291],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00040832933,0.00068779156,0.006482258,0.00020941462,0.00011347441,0.00011611035,0.4576793,0.000022475966,0.00004510602,0.00046465165,0.03579218,0.49797893],"study_design_scores_gemma":[0.012417866,0.014756512,0.08466318,0.0006274977,0.00002210169,0.0041085994,0.8108646,0.00012888943,0.00002743722,0.00093282654,0.07069045,0.00076003966],"about_ca_topic_score_codex":0.13144678,"about_ca_topic_score_gemma":0.12239687,"teacher_disagreement_score":0.49721888,"about_ca_system_score_codex":0.004427744,"about_ca_system_score_gemma":0.006344892,"threshold_uncertainty_score":0.9999331},"labels":[],"label_agreement":null},{"id":"W4309736518","doi":"10.34883/pi.2022.13.3.003","title":"Clinical Characteristics of Schizophrenic Patients with Postpsychotic Depression in Context of Mental Pain Phenomenon","year":2022,"lang":"ru","type":"article","venue":"Психиатрия психотерапия и клиническая психология","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Positive and Negative Syndrome Scale; Schizophrenia (object-oriented programming); Depression (economics); Context (archaeology); Psychology; Psychiatry; Internal medicine; Clinical psychology; Extrapyramidal symptoms; Medicine; Psychosis; Antipsychotic","score_opus":0.02614966652251204,"score_gpt":0.35079709811935017,"score_spread":0.3246474315968381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309736518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824929,0.0036147898,0.00003557886,0.000303413,0.0042198356,0.0043425015,0.0029314335,0.000072449904,0.001987083],"genre_scores_gemma":[0.99502736,0.00035059996,0.00020289306,0.00087229116,0.0002692486,0.00042198683,0.0018229095,0.00025216016,0.0007805499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9849686,0.004446427,0.004919012,0.0020209898,0.0018933361,0.0017516443],"domain_scores_gemma":[0.99213296,0.0012900817,0.0037085286,0.001931358,0.0003255669,0.00061149255],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040046084,0.0012503095,0.0029196818,0.001041309,0.0006359984,0.00005295355,0.0014315908,0.0005572811,0.005538291],"category_scores_gemma":[0.00013752238,0.0011999931,0.0005989654,0.0016201492,0.00080146577,0.00036999834,0.00089003233,0.0019498031,0.00010652198],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01937652,0.015627442,0.8060118,0.0008119716,0.00054101396,0.0001109045,0.0047986065,0.000012305654,0.00006975876,0.00038334192,0.0007616462,0.15149468],"study_design_scores_gemma":[0.030319395,0.009127629,0.94796735,0.0012919677,0.0003830598,0.000019352243,0.006796461,0.00030981976,0.00010867819,0.00012304726,0.0023512035,0.0012020137],"about_ca_topic_score_codex":0.0011201142,"about_ca_topic_score_gemma":0.00026423964,"teacher_disagreement_score":0.15029266,"about_ca_system_score_codex":0.00072248443,"about_ca_system_score_gemma":0.00036419518,"threshold_uncertainty_score":0.999045},"labels":[],"label_agreement":null},{"id":"W4309878496","doi":"10.4102/curationis.v45i1.2349","title":"Healthcare practitioners’ views of comprehensive care to mental healthcare users in a community setting","year":2022,"lang":"en","type":"article","venue":"Curationis","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North","funders":"North-West University","keywords":"Health care; Nonprobability sampling; Nursing; Mental healthcare; Mental health; Qualitative research; Rehabilitation; Exploratory research; Medicine; Psychology; Political science; Sociology; Population; Environmental health","score_opus":0.11881259030462679,"score_gpt":0.44521922184450413,"score_spread":0.32640663153987737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309878496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98167455,0.0015578907,0.000006586406,0.013096543,0.00072074484,0.001494952,0.00041130197,0.000033007775,0.0010043941],"genre_scores_gemma":[0.99466926,0.000016991364,0.00023361338,0.0032509912,0.00003303782,0.00065891945,0.000995603,0.000016906695,0.0001246942],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99753296,0.0012868709,0.00046223754,0.00021328202,0.000233363,0.00027128827],"domain_scores_gemma":[0.9990904,0.00012620841,0.00024061101,0.00033145875,0.000097764714,0.000113585476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022006032,0.00012869458,0.0002356004,0.0001593698,0.001245429,0.000017052465,0.00018815044,0.000043762862,0.0005254249],"category_scores_gemma":[0.000007884682,0.00014508936,0.000049353424,0.00042749674,0.000031096264,0.0001351364,0.00013945604,0.00044807183,0.00003594248],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008536356,0.0014295673,0.15240471,0.0012743706,0.000083700616,0.000047229965,0.7563324,0.00020112636,0.00054992223,0.007182182,0.016412666,0.063228495],"study_design_scores_gemma":[0.0022485016,0.0014899772,0.16040486,0.0001628963,0.00001502274,0.00003205462,0.81148684,0.000023863317,0.00028718685,0.0001864776,0.023369629,0.00029268613],"about_ca_topic_score_codex":0.017554231,"about_ca_topic_score_gemma":0.0067844107,"teacher_disagreement_score":0.06293581,"about_ca_system_score_codex":0.0006262479,"about_ca_system_score_gemma":0.00007830364,"threshold_uncertainty_score":0.988988},"labels":[],"label_agreement":null},{"id":"W4310036086","doi":"10.7870/cjcmh-2022-012","title":"Does the Tone and Content of Media Coverage of Mental Illness Vary by Disorder? A Comparison of Reporting Patterns of Different Mental Disorders in Canadian News Media","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Douglas College","funders":"","keywords":"Mental illness; Bipolar disorder; Depression (economics); Schizophrenia (object-oriented programming); Psychiatry; Anxiety; Mental health; Psychology; Clinical psychology; Prevalence of mental disorders; Medicine; Cognition","score_opus":0.05682334937031955,"score_gpt":0.37055249658333567,"score_spread":0.31372914721301615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310036086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880706,0.0032062132,0.0000024214776,0.0033926372,0.0011688678,0.0008789486,0.0031483422,0.000001875747,0.00013005688],"genre_scores_gemma":[0.9986555,0.0005524832,0.000007908674,0.0002569627,0.000014938157,0.000021230797,0.00044975473,0.000023030678,0.000018175107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947742,0.0014970547,0.002567939,0.00013118563,0.00045422564,0.0005754019],"domain_scores_gemma":[0.9950662,0.0003834503,0.0033454953,0.00036058546,0.000053504144,0.0007907566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016245857,0.00023911716,0.0010335437,0.00045765558,0.00073010067,0.000008806436,0.00059415796,0.00006370053,0.00042095876],"category_scores_gemma":[0.000051674582,0.00017049244,0.00013862723,0.0002446669,0.0002779326,0.00010517047,0.00012289954,0.0008002725,1.2556562e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026251638,0.0008587096,0.8452452,0.00023906516,0.000111332185,0.0000065067707,0.12000883,0.0000030526219,0.0001243267,0.00011309991,0.0004664422,0.03256091],"study_design_scores_gemma":[0.0040432313,0.0016349076,0.70355946,0.00041078572,0.000039316306,0.000062024854,0.28823888,0.000024538365,0.00079149555,0.0001644797,0.00082566193,0.00020524253],"about_ca_topic_score_codex":0.94439757,"about_ca_topic_score_gemma":0.98699915,"teacher_disagreement_score":0.16823004,"about_ca_system_score_codex":0.0010332091,"about_ca_system_score_gemma":0.00072815706,"threshold_uncertainty_score":0.695248},"labels":[],"label_agreement":null},{"id":"W4310054454","doi":"10.1177/21677026221122773","title":"Examination of the Factor Structure of Psychopathology in a Mozambican Sample","year":2022,"lang":"en","type":"article","venue":"Clinical Psychological Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"Fogarty International Center; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism","keywords":"Psychopathology; Psychology; Comorbidity; Clinical psychology; Confirmatory factor analysis; Psychiatry; Risk factor; Child psychopathology; Structural equation modeling; Medicine; Internal medicine","score_opus":0.16672757126205584,"score_gpt":0.5252709332228048,"score_spread":0.358543361960749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310054454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99418294,0.00005043786,0.000019794541,0.00042965024,0.0020293996,0.00045853152,0.00010970318,0.000011162842,0.0027083755],"genre_scores_gemma":[0.9990051,0.000005088225,0.00019329856,0.00064188795,0.000031967367,0.000028942364,0.0000033177475,0.000004466231,0.000085941436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694383,0.00086104317,0.0008229389,0.0005924458,0.0004440631,0.0003357072],"domain_scores_gemma":[0.9981407,0.0007305598,0.0004208157,0.00057551364,0.000042983684,0.00008943612],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015561956,0.00010531477,0.0003055258,0.00011258184,0.0002082462,0.0000051421634,0.0011988496,0.00009880249,0.003969802],"category_scores_gemma":[0.00048517174,0.000065320324,0.00010685864,0.0014598926,0.001541293,0.000056919034,0.00029455204,0.00047513677,0.000004939845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002932953,0.0026928906,0.82243484,0.000010033898,0.000005687252,0.00000744009,0.0007534134,0.000011071349,0.005763249,0.007668563,0.00017461457,0.16018489],"study_design_scores_gemma":[0.000895025,0.00095099217,0.9935744,0.0000056575673,0.0000035062444,0.000008070632,0.0002152713,0.000014975822,0.00012973003,0.0039635063,0.00017232838,0.00006652981],"about_ca_topic_score_codex":0.000083032195,"about_ca_topic_score_gemma":0.000027098884,"teacher_disagreement_score":0.17113955,"about_ca_system_score_codex":0.000058980582,"about_ca_system_score_gemma":0.000023812287,"threshold_uncertainty_score":0.99694073},"labels":[],"label_agreement":null},{"id":"W4310359339","doi":"10.21203/rs.3.rs-2303406/v1","title":"Mental Illness Stigma and Microaggressions: An Experimental Study of Familiarity and Relationship Quality","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Vignette; Closeness; Social psychology; Stigma (botany); Mental illness; Trait; Clinical psychology; Developmental psychology; Mental health; Psychotherapist; Psychiatry","score_opus":0.30728154528200236,"score_gpt":0.5864877353099474,"score_spread":0.279206190027945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310359339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857046,0.0083447555,6.6623016e-7,0.00010453892,0.0005043289,0.0038775185,0.0004997401,0.00004108154,0.0009227463],"genre_scores_gemma":[0.9970325,0.00019257712,0.000047284826,0.000011967323,0.00006435188,0.0014666214,0.00042957684,0.00003486378,0.00072024844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9926516,0.0042708865,0.000607189,0.0010114297,0.0009711083,0.00048782545],"domain_scores_gemma":[0.9978308,0.0006694782,0.00023283983,0.0008587713,0.00010354654,0.00030454542],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026504016,0.0002822241,0.00048262352,0.0003804481,0.0014103327,0.0000842923,0.00038780255,0.0002448782,0.0013811131],"category_scores_gemma":[0.00008049191,0.00026332753,0.000052164713,0.00027915117,0.00034089055,0.0001357999,0.0022302077,0.0014199418,0.000006595017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089785346,0.009074169,0.92447793,0.00068768876,0.00009531453,0.000050705155,0.057068273,0.0000011460688,0.00015897065,0.0012530312,0.00034410539,0.0058907894],"study_design_scores_gemma":[0.0022504188,0.0019177618,0.78263843,0.00018587473,0.000017431297,0.000005607584,0.21165116,0.000019942114,0.0001699989,0.0007748785,0.00011717817,0.00025132156],"about_ca_topic_score_codex":0.012274741,"about_ca_topic_score_gemma":0.00048640938,"teacher_disagreement_score":0.15458289,"about_ca_system_score_codex":0.00028305314,"about_ca_system_score_gemma":0.000077749384,"threshold_uncertainty_score":0.9999819},"labels":[],"label_agreement":null},{"id":"W4310550057","doi":"10.21203/rs.3.rs-2299344/v1","title":"Personal and educational experiences of medical students on attitudes towards Psychiatry","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Internship; Economic shortage; Specialty; Psychiatry; Psychology; Medical education; Ranking (information retrieval); Medicine","score_opus":0.14453982412419314,"score_gpt":0.588816041801178,"score_spread":0.44427621767698483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310550057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774545,0.005285928,4.4993118e-7,0.0069426578,0.0021861447,0.00083137536,0.000094619616,0.0000142702775,0.007190095],"genre_scores_gemma":[0.99422336,0.00043411183,0.0000431201,0.0001427004,0.000493147,0.002018129,0.00017867763,0.000019051586,0.002447713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931432,0.0006743226,0.00033059058,0.00064705353,0.0047767693,0.00042807992],"domain_scores_gemma":[0.99883217,0.00033622514,0.00010226095,0.00034334595,0.00009715913,0.0002888483],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020709026,0.00018251748,0.00028661898,0.0003356814,0.00039051197,0.000085110296,0.0011536264,0.00024931185,0.054501608],"category_scores_gemma":[0.00007946537,0.00015515991,0.00008679784,0.00019665835,0.0003492149,0.000032757296,0.0016824943,0.0012937926,0.00005343771],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063522963,0.006668294,0.8468244,0.0027034702,0.00030702195,0.000045829274,0.07742645,6.9783175e-7,5.4087127e-7,0.016138518,0.027363373,0.021886192],"study_design_scores_gemma":[0.00093962945,0.0009808609,0.9235447,0.0008963152,0.000010171055,0.000008304558,0.07090591,0.000009868188,0.0000045928905,0.0013863822,0.0011230671,0.00019020168],"about_ca_topic_score_codex":0.0010920858,"about_ca_topic_score_gemma":0.00006186798,"teacher_disagreement_score":0.07672031,"about_ca_system_score_codex":0.00018252744,"about_ca_system_score_gemma":0.000768969,"threshold_uncertainty_score":0.94636273},"labels":[],"label_agreement":null},{"id":"W4311202436","doi":"10.2196/42575","title":"Nigerian and Ghanaian Young People’s Experiences of Care for Common Mental Disorders in Inner London: Protocol for a Multimethod Investigation","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University College London; National Institute for Health and Care Research","keywords":"Protocol (science); Mental health; Psychology; Medicine; Medical education; Gerontology; Psychiatry; Alternative medicine","score_opus":0.19181641612449565,"score_gpt":0.5938385432098208,"score_spread":0.40202212708532514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311202436","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1130347,0.000004189332,0.000010959075,0.0003012435,0.00001841792,0.88616204,0.00006941729,0.000016926153,0.0003821166],"genre_scores_gemma":[0.124458686,6.086062e-8,0.0006671222,0.000020018846,0.000029682487,0.8744254,0.00006704577,0.000024566472,0.00030742632],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973102,0.00086814107,0.00043156187,0.0004464893,0.00040878536,0.0005348085],"domain_scores_gemma":[0.9990832,0.00031282633,0.0001533749,0.00025101542,0.00008055841,0.00011900838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012495304,0.00015025715,0.0002828452,0.00030473305,0.0006916895,0.000046837642,0.00030519266,0.000072882656,0.00030675388],"category_scores_gemma":[0.0000350025,0.00013707644,0.000054666747,0.00045531418,0.00018239417,0.00016191335,0.0001984955,0.00024122238,0.0000011750011],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0147525715,0.0021641678,0.357954,0.006051978,0.00003240627,0.0000031174604,0.5123604,0.0000031435386,0.0007183045,0.0011157223,0.004247479,0.100596696],"study_design_scores_gemma":[0.058331497,0.031423222,0.108355254,0.0017553591,0.0000054370416,0.000011975764,0.6193633,0.00092776027,0.009130674,0.003785614,0.1660031,0.00090678036],"about_ca_topic_score_codex":0.00080491643,"about_ca_topic_score_gemma":0.0044155214,"teacher_disagreement_score":0.24959874,"about_ca_system_score_codex":0.00020601021,"about_ca_system_score_gemma":0.00008584229,"threshold_uncertainty_score":0.5589815},"labels":[],"label_agreement":null},{"id":"W4311217145","doi":"10.21203/rs.3.rs-2326653/v1","title":"Mental health challenges, treatment experiences, and care needs of post-secondary students: a cross-sectional mixed-methods study","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Lawrence College; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Population; Anxiety; Medicine; Coping (psychology); Stigma (botany); Psychology; Family medicine; Nursing; Psychiatry; Environmental health","score_opus":0.1573544848415342,"score_gpt":0.5831911996962488,"score_spread":0.4258367148547146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311217145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88484174,0.10258368,0.0000013777753,0.00032537253,0.0021114235,0.0065400824,0.0013243104,0.00005939966,0.0022126166],"genre_scores_gemma":[0.9830452,0.004647214,0.0001840894,0.00003703792,0.00022125516,0.008873761,0.00129286,0.00007113648,0.001627444],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9898593,0.004995564,0.0010073193,0.0012259774,0.0018671317,0.0010446977],"domain_scores_gemma":[0.99722916,0.00048775555,0.0003811024,0.001080956,0.00034988794,0.00047115012],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003481026,0.0005252004,0.00090267765,0.0010464572,0.0014069496,0.00019154373,0.0009327413,0.0002851389,0.005988874],"category_scores_gemma":[0.00003289232,0.00046886978,0.00022596965,0.00042470766,0.00037675048,0.0001155955,0.0027876997,0.0013597449,0.000020433254],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009251669,0.005868949,0.38608515,0.001604863,0.0005318701,0.000055758417,0.42751732,0.0000016552696,0.000002450192,0.00017555906,0.00025875986,0.1769725],"study_design_scores_gemma":[0.0023091084,0.007921323,0.48697755,0.00008564357,0.000009215508,0.000011496116,0.49927005,8.388888e-7,0.000010016453,0.00003351318,0.0031905023,0.00018077028],"about_ca_topic_score_codex":0.012109489,"about_ca_topic_score_gemma":0.0007658463,"teacher_disagreement_score":0.17679171,"about_ca_system_score_codex":0.0022680506,"about_ca_system_score_gemma":0.00074660056,"threshold_uncertainty_score":0.99989307},"labels":[],"label_agreement":null},{"id":"W4311279645","doi":"10.1007/s00127-022-02388-7","title":"Is the self-reporting of mental health problems sensitive to public stigma towards mental illness? A comparison of time trends across English regions (2009–19)","year":2022,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Economic and Social Research Council; Government of the United Kingdom; Department of Health and Social Care; Comic Relief","keywords":"Stigma (botany); Mental health; Mental illness; Ethnic group; Public health; Epidemiology; Marital status; Psychiatry; Medicine; Demography; Psychology; Social stigma; Clinical psychology; Environmental health; Population; Family medicine; Political science","score_opus":0.08967442322765842,"score_gpt":0.44251523333813036,"score_spread":0.35284081011047197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311279645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8323228,0.0068504266,0.00007109881,0.14525704,0.0073974966,0.001702326,0.0016603245,0.0001307093,0.004607802],"genre_scores_gemma":[0.98941153,0.00016716428,0.0008363448,0.007405553,0.00081316195,0.00028977863,0.0003470679,0.00004550682,0.0006838672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99140596,0.0027500805,0.0033643877,0.0009095733,0.00037966057,0.0011903399],"domain_scores_gemma":[0.99406993,0.00045024604,0.004541094,0.0004647623,0.000112845184,0.00036113505],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005642913,0.0004294084,0.0015937613,0.0003058513,0.003535212,0.000014868176,0.00046612122,0.00024017405,0.00064173335],"category_scores_gemma":[0.00016230276,0.00035717624,0.0004368123,0.0015374103,0.000346737,0.00009928629,0.00033359585,0.0007072515,0.00001049145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065565936,0.0024820247,0.4636696,0.00025320036,0.0007292452,0.0000012510123,0.14262247,0.0000110453375,0.000004151571,0.013052071,0.34082457,0.035694715],"study_design_scores_gemma":[0.008865124,0.0075776037,0.6133103,0.00010542089,0.00039238608,0.00020768947,0.21358083,0.00029535877,0.000009270321,0.008295197,0.1458474,0.0015134691],"about_ca_topic_score_codex":0.002145253,"about_ca_topic_score_gemma":0.00045046574,"teacher_disagreement_score":0.1949772,"about_ca_system_score_codex":0.00020311245,"about_ca_system_score_gemma":0.0003018401,"threshold_uncertainty_score":0.999888},"labels":[],"label_agreement":null},{"id":"W4311812219","doi":"10.3138/jmvfh-2022-0060","title":"Involving families in Veteran mental health care: Key considerations and recommendations","year":2022,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Process (computing); Conceptual framework; Psychology; Mental health care; Health care; Family centered care; Key (lock); Nursing; Public relations; Medicine; Political science; Psychiatry; Sociology; Computer science","score_opus":0.04925405965663281,"score_gpt":0.3714948016974031,"score_spread":0.3222407420407703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311812219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.824001,0.15581042,0.00000727789,0.018120887,0.0011011742,0.0004934588,0.0001946604,0.000010937309,0.00026015448],"genre_scores_gemma":[0.97099215,0.013878901,0.0015013202,0.01337234,0.00008510674,0.00003052924,0.00007933096,0.000016973956,0.000043348784],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9972601,0.0008877653,0.000995959,0.00025288374,0.00021789006,0.00038538175],"domain_scores_gemma":[0.99901277,0.000217842,0.00029335497,0.00014315413,0.000033853234,0.00029905717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010218708,0.00017299528,0.00045702187,0.00041027015,0.0011586944,0.000015530371,0.00008853522,0.000034152632,0.00018579567],"category_scores_gemma":[0.000010982751,0.00016764502,0.000059743517,0.00016513173,0.00006997468,0.00022733757,0.00007270847,0.00048217853,0.0000017010309],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015359268,0.0016343653,0.05703582,0.00072870014,0.00023255289,0.00023538698,0.5198901,0.000032512144,0.00016673475,0.0031694057,0.12895057,0.2863879],"study_design_scores_gemma":[0.015844148,0.013601826,0.47022516,0.0005905128,0.00003504944,0.0019583995,0.41650164,0.00019043186,0.0000033167396,0.0015807131,0.07883501,0.00063381105],"about_ca_topic_score_codex":0.004460177,"about_ca_topic_score_gemma":0.0013950994,"teacher_disagreement_score":0.41318932,"about_ca_system_score_codex":0.00045170018,"about_ca_system_score_gemma":0.00023222032,"threshold_uncertainty_score":0.8911857},"labels":[],"label_agreement":null},{"id":"W4311949649","doi":"10.1007/s11126-022-10007-6","title":"Adaptation and translation of a scalable measure for assessing health worker competence to deliver a brief psychological intervention: A case study from central India of its comparison to a performance-based measure","year":2022,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Competence (human resources); Psychological intervention; Applied psychology; Mental health; Psychology; Adaptation (eye); Clinical psychology; Medical education; Medicine; Nursing; Social psychology; Psychiatry","score_opus":0.08900739376502205,"score_gpt":0.388027171177505,"score_spread":0.299019777412483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311949649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97911686,0.002253355,0.014187608,0.00042535661,0.0006337191,0.0031823835,0.00013887437,0.000027754126,0.00003407634],"genre_scores_gemma":[0.99425787,0.00000125005,0.0048268177,0.00019952725,0.00005475805,0.00058240304,0.000051855015,0.000017518701,0.000008021143],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99743575,0.0005197361,0.00083401625,0.00048493702,0.00037713384,0.0003483999],"domain_scores_gemma":[0.99893874,0.00012467377,0.00041888736,0.00022154205,0.000103060636,0.00019307647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006920581,0.00018780031,0.0004439859,0.00027241468,0.0003546076,0.000030970834,0.00015287306,0.000055216977,0.0001683756],"category_scores_gemma":[0.000004175887,0.0001834591,0.00009949393,0.00068287837,0.000018663868,0.00013575632,0.000011207482,0.00017120792,0.0000027792428],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029681402,0.0049951216,0.22408468,0.00018749296,0.00008924486,0.000013969926,0.040125344,0.000302599,0.000022763712,0.000020458165,0.00030623766,0.72688395],"study_design_scores_gemma":[0.012424247,0.02619688,0.9009985,0.00021381902,0.00019169594,0.00005607297,0.048105516,0.011313229,0.000009075548,0.000032633783,0.00013582087,0.00032256165],"about_ca_topic_score_codex":0.0016880118,"about_ca_topic_score_gemma":0.00077893,"teacher_disagreement_score":0.72656137,"about_ca_system_score_codex":0.00009798082,"about_ca_system_score_gemma":0.00004162886,"threshold_uncertainty_score":0.7481245},"labels":[],"label_agreement":null},{"id":"W4312067515","doi":"10.1186/s13033-022-00569-0","title":"University students’ use of mental health services: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Mental health; PsycINFO; CINAHL; Critical appraisal; Context (archaeology); Cochrane Library; MEDLINE; Population; Psychology; Medicine; Meta-analysis; Psychiatry; Psychological intervention; Environmental health; Alternative medicine; Geography; Political science","score_opus":0.20970024524348066,"score_gpt":0.49317212027844837,"score_spread":0.28347187503496774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312067515","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002670679,0.9889544,0.0000080567315,0.00063782436,0.0018774804,0.0050616954,0.0033783254,0.000012207903,0.000043264274],"genre_scores_gemma":[0.00017945752,0.9955932,0.000043143547,0.0010309706,0.00006918261,0.00007840853,0.0008027501,0.000040261413,0.0021626367],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892825,0.0036373206,0.0042725825,0.00047499666,0.0019354005,0.00039721123],"domain_scores_gemma":[0.98774487,0.00037540932,0.010802889,0.00044731796,0.0001882905,0.00044121873],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032966095,0.00054594217,0.008722851,0.0011487273,0.000298483,0.000096404525,0.0014418054,0.000117964424,0.0009656971],"category_scores_gemma":[0.000006533356,0.00040106414,0.0022359332,0.00067958963,0.000051487415,0.00033437004,0.00035767193,0.00048203568,0.000018036393],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067295114,0.0007162038,0.000051568568,0.7927176,0.20013392,0.000077070115,0.0013422589,8.525783e-7,2.5219535e-9,0.0001793781,0.0016481752,0.003065681],"study_design_scores_gemma":[0.0012172412,0.0007682332,0.0000109077555,0.15304902,0.24288501,0.0014816221,0.0037375032,0.0000038892595,8.493597e-9,0.0000010255161,0.5965035,0.00034206634],"about_ca_topic_score_codex":0.0029956962,"about_ca_topic_score_gemma":0.00011561475,"teacher_disagreement_score":0.6396686,"about_ca_system_score_codex":0.0023968567,"about_ca_system_score_gemma":0.0003266579,"threshold_uncertainty_score":0.99994755},"labels":[],"label_agreement":null},{"id":"W4312741039","doi":"10.29399/npa.28184","title":"Internalized stigma and resistance against stigma as risk factors for suicide in individuals with schizophrenia: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"Nöro Psikiyatri Arşivi","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Clinical psychology; Psychiatry; Psychology; Positive and Negative Syndrome Scale; Psychological intervention; Schizophrenia (object-oriented programming); Mental illness; Psychosis; Mental health","score_opus":0.04314555165830532,"score_gpt":0.38632550027106044,"score_spread":0.34317994861275514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312741039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99355894,0.0008260272,0.00002537091,0.000082223254,0.00062081026,0.0027163194,0.0006440816,0.0000805187,0.0014456837],"genre_scores_gemma":[0.9942038,0.000020593312,0.00035397318,0.00016440755,0.000101134036,0.0015426438,0.00014133636,0.000052176747,0.003419938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970321,0.00043326453,0.00063035754,0.0008110634,0.0005123256,0.00058086944],"domain_scores_gemma":[0.99845654,0.0005847356,0.000383102,0.00035688933,0.000047058827,0.00017168773],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008811915,0.000335833,0.00044172528,0.00035387272,0.00097022136,0.00013222023,0.0003542708,0.00009008436,0.00080079876],"category_scores_gemma":[0.000066850545,0.0002885255,0.000087537665,0.00042852605,0.00010731029,0.00020374435,0.00017984127,0.0005186618,0.000018002642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003940819,0.00089771603,0.98940206,0.00003133708,0.00021051885,0.00006008113,0.0030203327,0.000029895189,0.000004336081,0.00048792042,0.00042173435,0.0014932298],"study_design_scores_gemma":[0.01422668,0.001221548,0.9784459,0.0000255585,0.000051899322,0.000009025669,0.0027447636,0.000006799529,0.00002260195,0.0010777481,0.00186994,0.00029755247],"about_ca_topic_score_codex":0.003050477,"about_ca_topic_score_gemma":0.0036101106,"teacher_disagreement_score":0.010956197,"about_ca_system_score_codex":0.00026545965,"about_ca_system_score_gemma":0.0000715377,"threshold_uncertainty_score":0.99995667},"labels":[],"label_agreement":null},{"id":"W4312827973","doi":"10.22329/csw.v22i2.7097","title":"The Interface of Mad Studies and Indigenous Ways of Knowing: Innovation, Co-Creation, and Decolonization","year":2022,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Oppression; Indigenous; Decolonization; Dialogical self; Sociology; Mental health; Expression (computer science); Colonialism; Social psychology; Psychology; Political science; Politics; Psychotherapist; Ecology","score_opus":0.06703671374212823,"score_gpt":0.4658528743035343,"score_spread":0.39881616056140606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312827973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98556906,0.0034143594,0.00013319888,0.009320487,0.00021181274,0.00024806947,0.000009298644,0.000009949304,0.0010837362],"genre_scores_gemma":[0.99920946,0.000022490272,0.00004097418,0.00036833427,0.00004647728,0.000057991874,0.000007764226,0.000005319939,0.00024121231],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993501,0.00010252474,0.00023489064,0.000094661664,0.0000973862,0.00012048268],"domain_scores_gemma":[0.99932444,0.00044128223,0.000064436965,0.000045904882,0.000110996036,0.000012911513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024795005,0.000050253064,0.00011984051,0.000032189328,0.0011369707,0.000009777451,0.000051596133,0.0000332189,0.000082907405],"category_scores_gemma":[0.00012430537,0.000040899627,0.000009818378,0.00041167604,0.0003199899,0.000027761758,0.000056515157,0.00008515564,0.0000012006584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003712739,0.00034516474,0.12347101,0.00025071256,0.00021030803,0.000005631821,0.07588151,9.461197e-7,0.0000479544,0.6714259,0.009879885,0.118109725],"study_design_scores_gemma":[0.003675303,0.0020180682,0.5881733,0.00014106615,0.0003216353,0.000019672485,0.1273749,0.000009925641,0.0019356553,0.23119593,0.044584647,0.0005499254],"about_ca_topic_score_codex":0.000011784464,"about_ca_topic_score_gemma":0.0000023796204,"teacher_disagreement_score":0.46470228,"about_ca_system_score_codex":0.000039576797,"about_ca_system_score_gemma":0.000010822857,"threshold_uncertainty_score":0.87447745},"labels":[],"label_agreement":null},{"id":"W4313227834","doi":"10.3889/aph.2022.6029","title":"Understanding the health context for implementation of a new digital psychosocial intervention for improvement of the mental health in North Macedonia","year":2022,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Psychosocial; Mental health; Intervention (counseling); Context (archaeology); Dialog box; Psychology; Rehabilitation; Nursing; Applied psychology; Medical education; Medicine; Public relations; Psychiatry; Political science; Computer science; Geography","score_opus":0.16435400739725844,"score_gpt":0.4451422168261438,"score_spread":0.2807882094288854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313227834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7861798,0.0012528892,0.020826295,0.17171371,0.001457845,0.013114876,0.0052306005,0.000020038826,0.00020394634],"genre_scores_gemma":[0.9969859,0.000052074392,0.0001605376,0.00168732,0.000045496025,0.00044754465,0.00046490392,0.000019420124,0.00013677335],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973102,0.0003821288,0.0012112738,0.00026833088,0.00025309814,0.00057492615],"domain_scores_gemma":[0.9978305,0.0002555533,0.0015072352,0.0002441069,0.000016481716,0.0001460987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133184,0.00013643416,0.00039468263,0.00018131525,0.00056266756,0.000016376227,0.00035726032,0.000015060576,0.00007931415],"category_scores_gemma":[0.000012740188,0.0001024335,0.00022563386,0.00030500733,0.000103490675,0.00011221761,0.00012519023,0.00013198191,1.5912829e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005313135,0.0008616527,0.033649277,0.0006661801,0.00011624744,2.898963e-8,0.062173393,0.000002028185,0.000007438865,0.030471904,0.0071522216,0.8643683],"study_design_scores_gemma":[0.036603946,0.026625426,0.47274822,0.0003335599,0.000021621894,0.0000059534614,0.40962446,0.00027112543,0.000065038366,0.023513975,0.02981141,0.0003752404],"about_ca_topic_score_codex":0.0080734,"about_ca_topic_score_gemma":0.018198717,"teacher_disagreement_score":0.86399305,"about_ca_system_score_codex":0.0006377177,"about_ca_system_score_gemma":0.00085139665,"threshold_uncertainty_score":0.9997166},"labels":[],"label_agreement":null},{"id":"W4313438282","doi":"10.3389/fpsyt.2022.1083042","title":"Reducing stigma toward mental illness and substance use issues in primary health care in Chile: Protocol of a cluster controlled trial study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Agencia Nacional de Investigación y Desarrollo; Fondo Nacional de Desarrollo Científico y Tecnológico; Fondo Nacional de Innovación y Desarrollo Científico–Tecnológico; Pontificia Universidad Católica de Chile","keywords":"Substance use; Mental illness; Mental health; Psychiatry; Stigma (botany); Cluster (spacecraft); Primary care; Protocol (science); Medicine; Psychology; Alternative medicine; Family medicine","score_opus":0.01818761468353225,"score_gpt":0.35930474089297426,"score_spread":0.341117126209442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313438282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8401465,0.0030107724,0.0000038166913,0.00069277623,0.0074086725,0.14840543,0.000050638166,0.000016601562,0.00026479052],"genre_scores_gemma":[0.8315038,0.00001658043,0.0010182941,0.00044451002,0.00011385421,0.16664197,0.000043157997,0.000032789947,0.00018501849],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9964522,0.0010975652,0.0010731175,0.00059259764,0.00032163566,0.00046286968],"domain_scores_gemma":[0.9991652,0.000043279746,0.00038235824,0.00031896684,0.000012175169,0.00007804486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081024365,0.00024921037,0.0009115382,0.0005073602,0.00019268661,0.000020593181,0.00023823894,0.0000739279,0.000110692235],"category_scores_gemma":[0.000006836377,0.00024221712,0.00006242901,0.00051140797,0.000057206744,0.00017304887,0.00009293901,0.0004198854,5.2720463e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.20829822,0.004085496,0.70428187,0.00028061084,0.000051748746,0.000016238091,0.058746167,0.000016596652,3.4975253e-7,0.000024000277,0.01624883,0.007949877],"study_design_scores_gemma":[0.5585456,0.004075748,0.34409097,0.00019631654,0.000017668988,0.0000046344485,0.09162737,0.000036666363,0.0000013698457,0.00011937954,0.0009487497,0.0003355373],"about_ca_topic_score_codex":0.0024034372,"about_ca_topic_score_gemma":0.0027132102,"teacher_disagreement_score":0.3601909,"about_ca_system_score_codex":0.0006845125,"about_ca_system_score_gemma":0.00016961012,"threshold_uncertainty_score":0.98773277},"labels":[],"label_agreement":null},{"id":"W4313613637","doi":"10.3138/ptc-2021-0099","title":"Mental Health First Aid Training for Allied Health Clinical Educators: A Pre- and Post-Evaluation","year":2023,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Perception; Medical education; Nursing; Medicine; Psychiatry","score_opus":0.1075980666327961,"score_gpt":0.5011898889317867,"score_spread":0.39359182229899065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313613637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9370736,0.0016931423,0.000008937523,0.05554851,0.002287474,0.0028129793,0.00031011074,0.00006735256,0.00019789096],"genre_scores_gemma":[0.9796744,0.0004725301,0.00014139082,0.016817901,0.00048184374,0.0006010018,0.0006962295,0.000046965,0.0010677567],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99808234,0.00020278414,0.00046752088,0.00042589367,0.00027456824,0.0005469111],"domain_scores_gemma":[0.99898285,0.0002324109,0.00023069025,0.00021020365,0.000032335443,0.00031149524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082858285,0.00016952812,0.00034548258,0.000073923075,0.000540934,0.000022155127,0.000109730136,0.000044329092,0.00030771253],"category_scores_gemma":[0.0000086859745,0.0001582026,0.00005564044,0.00019808093,0.000033189586,0.0000631391,0.000013077769,0.00009213028,0.000007896023],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072365813,0.00031818156,0.0037368604,0.00025522054,0.00019437811,0.0000010985265,0.01609755,0.0000041684966,0.000019309082,0.0005509354,0.35175237,0.6263463],"study_design_scores_gemma":[0.018125229,0.0039037901,0.62431973,0.00029012465,0.000025138555,0.000009128298,0.013588209,0.0020845658,0.00002233881,0.00064251735,0.3363363,0.000652916],"about_ca_topic_score_codex":0.5194234,"about_ca_topic_score_gemma":0.6049457,"teacher_disagreement_score":0.6256933,"about_ca_system_score_codex":0.0005075113,"about_ca_system_score_gemma":0.0015894127,"threshold_uncertainty_score":0.64513147},"labels":[],"label_agreement":null},{"id":"W4313625165","doi":"10.1097/md.0000000000032590","title":"Factor structure of the patient health questionnaire-9 and measurement invariance across gender and age among Chinese university students","year":2023,"lang":"en","type":"article","venue":"Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Science Fund for Distinguished Young Scholars; Jiangsu Provincial Key Research and Development Program; National Natural Science Foundation of China","keywords":"Measurement invariance; Cronbach's alpha; Patient Health Questionnaire; Medicine; Confirmatory factor analysis; Index (typography); Statistics; Goodness of fit; Clinical psychology; Psychometrics; Structural equation modeling; Depressive symptoms; Anxiety; Mathematics; Psychiatry; Computer science","score_opus":0.054857701034426755,"score_gpt":0.381149062508479,"score_spread":0.32629136147405224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313625165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973624,0.00073462114,0.0000063579973,0.0008524736,0.0004924359,0.00043367187,0.000034322602,0.000019191066,0.00006455015],"genre_scores_gemma":[0.99949336,0.00007128615,0.000003068211,0.00023070011,0.00003638924,0.000001712855,0.0000072328808,0.0000054161615,0.00015081897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905497,0.0001258268,0.00015030596,0.00017725414,0.0003220107,0.00016962718],"domain_scores_gemma":[0.99958295,0.000019771209,0.000118802156,0.00015885165,0.000027751794,0.000091896756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018391272,0.00009358044,0.00017534885,0.00003320294,0.00021264242,0.0000043114633,0.000103109625,0.000036562848,0.000055429668],"category_scores_gemma":[0.000020014955,0.000053805776,0.000010929922,0.00020664794,0.00015720952,0.000036821624,0.00009889584,0.00008634494,0.0000013077731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040968625,0.000050404942,0.9752036,0.0001122303,0.000036494966,0.00001412156,0.017828662,4.4667846e-7,0.00009596494,0.00006790165,0.0005476799,0.006001525],"study_design_scores_gemma":[0.0013094017,0.00017502697,0.99636996,0.00013071216,0.000008101439,0.000002047624,0.0017497594,0.0000032164035,0.000011165517,0.00010445532,0.000097230084,0.000038935174],"about_ca_topic_score_codex":0.0015027241,"about_ca_topic_score_gemma":0.0009613053,"teacher_disagreement_score":0.021166349,"about_ca_system_score_codex":0.00006995875,"about_ca_system_score_gemma":0.000009145551,"threshold_uncertainty_score":0.22716793},"labels":[],"label_agreement":null},{"id":"W4313893838","doi":"10.3138/jmvfh-2022-0009","title":"Awareness of and willingness to access support among UK military personnel who reported a mental health difficulty","year":2023,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"King's College London; National Institute for Health and Care Research; U.S. Department of Defense","keywords":"Mental health; Military personnel; Service personnel; Service (business); Service member; Medicine; Nursing; Psychology; Business; Psychiatry; Marketing; Political science","score_opus":0.0832148950872426,"score_gpt":0.4070658296207064,"score_spread":0.3238509345334638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313893838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97514004,0.01919161,0.000030968713,0.0032915534,0.0010728651,0.00089664717,0.0002618026,0.000032525728,0.00008200928],"genre_scores_gemma":[0.98590624,0.010577762,0.00019275847,0.002779946,0.00017579901,0.000020102227,0.000109822875,0.000034422523,0.00020314756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961857,0.00037686614,0.001750745,0.0005057608,0.0004553308,0.0007255946],"domain_scores_gemma":[0.99784386,0.0001430509,0.00059167924,0.00032699187,0.00012564928,0.00096877856],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017544513,0.00033172558,0.0011177969,0.00044480598,0.00052382704,0.000012643793,0.0002893972,0.00011498456,0.0000700626],"category_scores_gemma":[0.000024198273,0.0002718038,0.00015561494,0.00051650836,0.00016448903,0.0003278137,0.00012893132,0.0003277174,0.00000471624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026989398,0.0007970746,0.7846166,0.0019847138,0.00041158538,0.0004671967,0.07845936,0.000027509353,0.00014150084,0.000022549591,0.058444563,0.07192843],"study_design_scores_gemma":[0.0028591543,0.0033888363,0.97525436,0.0006906907,0.00002779553,0.00026833548,0.016407285,0.00019040979,0.000005968784,0.000042379765,0.0006488524,0.00021593871],"about_ca_topic_score_codex":0.0112077,"about_ca_topic_score_gemma":0.0007654014,"teacher_disagreement_score":0.19063777,"about_ca_system_score_codex":0.00017208938,"about_ca_system_score_gemma":0.00026128584,"threshold_uncertainty_score":0.9999734},"labels":[],"label_agreement":null},{"id":"W4315491899","doi":"10.1186/s13011-022-00512-z","title":"Belief that addiction is a discrete category is a stronger correlate with stigma than the belief that addiction is biologically based","year":2023,"lang":"en","type":"article","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Addiction; Essentialism; Stigma (botany); Psychology; Health psychology; Context (archaeology); Social psychology; Clinical psychology; Psychiatry; Public health; Medicine; Sociology","score_opus":0.04969742102083547,"score_gpt":0.34909883528770574,"score_spread":0.2994014142668703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315491899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870168,0.0027440614,0.00022672101,0.004353553,0.00038158605,0.001856612,0.00050207565,0.0003234427,0.0025951348],"genre_scores_gemma":[0.96031857,0.0056187785,0.000042446918,0.0015866477,0.00017975981,0.0010107359,0.0006847756,0.00005123319,0.030507052],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99749625,0.0002969462,0.0003718698,0.0007822434,0.0003362604,0.00071645784],"domain_scores_gemma":[0.99863666,0.00013742961,0.00035129822,0.0006119072,0.000045026798,0.00021769099],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021849496,0.0005095484,0.00038307512,0.0002855114,0.0008503884,0.00010725156,0.00018707104,0.00023644857,0.002319901],"category_scores_gemma":[0.000001625866,0.0003045539,0.00021255974,0.0006966547,0.000200617,0.00032849167,0.0000186015,0.0001980848,0.0004999414],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069165546,0.0037457766,0.33616784,0.00015169391,0.0041310177,0.00019935715,0.092741564,0.000032142005,0.00017198127,0.0035058716,0.054983657,0.49725252],"study_design_scores_gemma":[0.017700313,0.00588498,0.90965456,0.0007112593,0.0012139479,0.000053946762,0.005062631,0.00078690035,0.0018140927,0.0018856556,0.054066718,0.001165009],"about_ca_topic_score_codex":0.0013028668,"about_ca_topic_score_gemma":0.0011239835,"teacher_disagreement_score":0.5734867,"about_ca_system_score_codex":0.0002869412,"about_ca_system_score_gemma":0.00006668004,"threshold_uncertainty_score":0.99994063},"labels":[],"label_agreement":null},{"id":"W4316082029","doi":"10.53841/bpscpf.2019.1.316.4","title":"Mental health and deaths after police contact: Why Seni’s Law is welcome, but more is needed","year":2019,"lang":"en","type":"article","venue":"Clinical Psychology Forum","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Mental health; Law; Democracy; Criminology; Mental Health Act; Political science; Sociology; Psychology; Psychiatry; Politics","score_opus":0.0783332190709359,"score_gpt":0.4871836551655672,"score_spread":0.40885043609463134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316082029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85182303,0.0016201801,0.000006032916,0.1073896,0.0049531725,0.0012629791,0.0002702767,0.000093633666,0.032581102],"genre_scores_gemma":[0.6207346,0.00021302399,0.000101136386,0.3722038,0.0002233483,0.0000750043,0.000066074455,0.000042622676,0.006340439],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99594295,0.00032491147,0.0012120773,0.0011689557,0.00020332649,0.0011477777],"domain_scores_gemma":[0.9976045,0.00030291552,0.00036910363,0.000947335,0.00003553192,0.00074064935],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00051290926,0.00041292,0.0008767328,0.00011458064,0.00026891739,0.000036802227,0.0003579898,0.0006041852,0.005949302],"category_scores_gemma":[0.0000069391763,0.00035746605,0.00027042854,0.00016107336,0.00039543264,0.00017973395,0.00017471009,0.0006436964,0.0033142339],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026189566,0.0011441518,0.50107205,0.000058603026,0.00023465672,0.000023664868,0.003361569,5.08384e-9,0.000008018057,0.0031307884,0.47468278,0.013664775],"study_design_scores_gemma":[0.015901605,0.0046102935,0.2759547,0.000116444375,0.000055491084,0.00017302432,0.0060789045,0.000010744855,0.00002394141,0.0014153937,0.6949806,0.00067882263],"about_ca_topic_score_codex":0.0028918928,"about_ca_topic_score_gemma":0.0003818264,"teacher_disagreement_score":0.2648142,"about_ca_system_score_codex":0.00006334323,"about_ca_system_score_gemma":0.000032331795,"threshold_uncertainty_score":0.9998877},"labels":[],"label_agreement":null},{"id":"W4316087873","doi":"10.53841/bpscpf.2018.1.301.3","title":"Opt-in services for children referred for psychological treatment: Unintended consequences for those living in areas of high deprivation","year":2018,"lang":"en","type":"article","venue":"Clinical Psychology Forum","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Affect (linguistics); Unintended consequences; Psychology; Opting out; Developmental psychology; Political science; Economics","score_opus":0.21390286735291117,"score_gpt":0.5385311240142642,"score_spread":0.324628256661353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316087873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850906,0.0003065438,0.0012249595,0.005419532,0.0021767477,0.0044695213,0.00023978572,0.000055153785,0.0010171662],"genre_scores_gemma":[0.9907951,0.00009793902,0.0035733827,0.0023208242,0.00035365782,0.0021203526,0.00034451092,0.000038065347,0.0003561619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99617934,0.0002865235,0.0015636219,0.001074021,0.000082086866,0.00081439083],"domain_scores_gemma":[0.9965634,0.0020224273,0.0005748228,0.0005783126,0.00013078218,0.00013026132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001174389,0.0003149405,0.00086483324,0.0002535041,0.00015164615,0.0000139762815,0.00047948028,0.0006688385,0.0001742362],"category_scores_gemma":[0.00024074654,0.00025544903,0.00029514873,0.00025237649,0.0009186813,0.00012228246,0.000041403546,0.0001618687,0.000025495692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010074516,0.005458112,0.838047,0.000074137046,0.0002155619,0.0000041813955,0.00050959946,7.26652e-7,0.000050428636,0.022726128,0.0026891096,0.12015047],"study_design_scores_gemma":[0.014622279,0.0105417,0.91126114,0.00018569495,0.00006763983,0.000012937657,0.00037446857,0.00005518539,0.00011968771,0.06146975,0.0010307165,0.0002587859],"about_ca_topic_score_codex":0.00025254537,"about_ca_topic_score_gemma":0.0015895704,"teacher_disagreement_score":0.11989168,"about_ca_system_score_codex":0.00007116832,"about_ca_system_score_gemma":0.000025287665,"threshold_uncertainty_score":0.99998975},"labels":[],"label_agreement":null},{"id":"W4316467429","doi":"10.1177/14713012231151988","title":"Book Review: Understanding young onset dementia: Evaluation, needs and care","year":2023,"lang":"en","type":"article","venue":"Dementia","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Psychology; Gerontology; Medicine; Disease; Pathology","score_opus":0.09196583004135328,"score_gpt":0.4055304399103616,"score_spread":0.3135646098690083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316467429","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049079053,0.92263645,0.000114481096,0.0022917578,0.001521405,0.0018197392,0.000045649755,0.0001819892,0.022309488],"genre_scores_gemma":[0.97588354,0.014182942,0.00002258345,0.0057183076,0.000087523134,0.00041945503,0.0007092479,0.000030159827,0.0029462478],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865085,0.00014951591,0.00028752824,0.00026685066,0.00030227515,0.00034299976],"domain_scores_gemma":[0.9994935,0.00003652141,0.000098753415,0.00023613495,0.00004663668,0.0000884611],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048331264,0.00014425028,0.000166969,0.00017133004,0.0003510359,0.000037540114,0.00010341156,0.000055367967,0.008475565],"category_scores_gemma":[0.000008715547,0.00013724373,0.000043245094,0.00039951602,0.000034742985,0.00013255009,0.00006829873,0.000075044874,0.0005940439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014571061,0.000030170535,0.054288767,0.00039850827,0.00037790154,0.000014047009,0.0018285238,4.1085573e-7,0.0000043191617,0.0007287493,0.9352504,0.007063656],"study_design_scores_gemma":[0.006416265,0.00041407027,0.2298995,0.0015763673,0.004722777,0.000043412063,0.02030558,0.00020002332,0.00008875928,0.0013299482,0.7341436,0.00085969176],"about_ca_topic_score_codex":0.00006387934,"about_ca_topic_score_gemma":0.000048681915,"teacher_disagreement_score":0.9268045,"about_ca_system_score_codex":0.00011384988,"about_ca_system_score_gemma":0.000018886487,"threshold_uncertainty_score":0.9924308},"labels":[],"label_agreement":null},{"id":"W4316589772","doi":"10.21203/rs.3.rs-2458763/v1","title":"Use of Mobile Technology to Identify Behavioral Mechanisms Linked to Mental Health Outcomes in Kenya: Protocol for Development and Validation of a Predictive Model","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Mental Health; Fogarty International Center; National Institutes of Health","keywords":"Mental health; Agile software development; Psychological intervention; Protocol (science); mHealth; Workforce; Scalability; Health care; Mobile technology; Computer science; Business; Risk analysis (engineering); Medicine; Nursing; Mobile computing; Economic growth; Psychiatry; Alternative medicine; Telecommunications; Economics","score_opus":0.36393451666174265,"score_gpt":0.606037165903472,"score_spread":0.24210264924172936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316589772","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71904296,0.000008187284,0.0022803782,0.0007208356,0.00010302246,0.2769039,0.00088374515,0.000050244445,0.0000067592787],"genre_scores_gemma":[0.42497128,0.0000025619167,0.009231644,0.000014097247,0.000007794094,0.565035,0.00022757829,0.000038909897,0.00047117894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677926,0.00024894773,0.0009340543,0.0007530861,0.000639814,0.0006448386],"domain_scores_gemma":[0.9985724,0.00016330209,0.00025978914,0.00047036,0.0003267848,0.00020733835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014392798,0.00024507404,0.00067552156,0.0017628607,0.00014813806,0.000033109525,0.00034256434,0.00036275378,0.000027744094],"category_scores_gemma":[0.00006542067,0.00022921307,0.000065246575,0.00056418334,0.00006484576,0.000076074386,0.0011235387,0.00044134122,0.000012253233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020288752,0.026512465,0.47578788,0.040903706,0.0012231187,0.00007837526,0.17836754,0.009909326,0.0062199086,0.011080638,0.009908868,0.21971941],"study_design_scores_gemma":[0.03079882,0.048492834,0.6997603,0.02475425,0.00010884128,0.000009450809,0.044265583,0.009249373,0.09653027,0.040680017,0.0024426035,0.0029076438],"about_ca_topic_score_codex":0.0012774516,"about_ca_topic_score_gemma":0.00053448085,"teacher_disagreement_score":0.29407167,"about_ca_system_score_codex":0.00068639184,"about_ca_system_score_gemma":0.00039053452,"threshold_uncertainty_score":0.93470377},"labels":[],"label_agreement":null},{"id":"W4317565783","doi":"10.5498/wjp.v13.i1.15","title":"Evaluation of a culturally adapted cognitive behavior therapy-based, third-wave therapy manual","year":2023,"lang":"en","type":"article","venue":"World Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Hospital Anxiety and Depression Scale; Anxiety; Mental health; Intervention (counseling); Population; Repeated measures design; Depression (economics); Cognition; Randomized controlled trial; Physical therapy; Clinical psychology; Psychiatry; Internal medicine","score_opus":0.11312063335419204,"score_gpt":0.42856944834144556,"score_spread":0.3154488149872535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317565783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982058,0.006639177,0.000015355514,0.0017765863,0.0034334748,0.0008044372,0.000033859156,0.00003150059,0.0052076476],"genre_scores_gemma":[0.9974376,0.00018807736,0.0003486602,0.00059640204,0.0004876452,0.00007709813,0.000032578617,0.000027369342,0.0008045488],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973143,0.00050471904,0.0007344931,0.00019506435,0.00096431584,0.0002871391],"domain_scores_gemma":[0.998113,0.00012295188,0.00083922653,0.00017125878,0.00063887896,0.00011471264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017147901,0.00020142457,0.0003309098,0.00048627725,0.00013302299,0.00002070027,0.00018443119,0.00008476147,0.0025115765],"category_scores_gemma":[0.000012203648,0.0001454739,0.00024746195,0.00069103355,0.00006345533,0.00014355895,0.000011531674,0.00029158872,0.0000953053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006098204,0.004409053,0.17207347,0.00004748123,0.0012658391,0.00010504221,0.0041265953,0.000035849436,0.0006043173,0.0015011345,0.028540779,0.78119224],"study_design_scores_gemma":[0.023022644,0.0023620091,0.9632615,0.0004503106,0.00065337727,0.000079191486,0.004945139,0.0001250809,0.00089289603,0.0025840926,0.0012847203,0.00033904504],"about_ca_topic_score_codex":0.000043504973,"about_ca_topic_score_gemma":0.00019758138,"teacher_disagreement_score":0.791188,"about_ca_system_score_codex":0.00006761073,"about_ca_system_score_gemma":0.00021095508,"threshold_uncertainty_score":0.9984003},"labels":[],"label_agreement":null},{"id":"W4317738272","doi":"10.1177/07067437221102201","title":"Collaborative Mental Health Care in Canada: Challenges, Opportunities and New Directions","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba; Centre hospitalier de l'Université Laval; Centre for Addiction and Mental Health; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Toronto; Dalhousie University; University of British Columbia; College of Family Physicians of Canada; Waypoint Centre for Mental Health Care; McMaster University","funders":"","keywords":"Mental health; Mental health care; Psychology; Medicine; Psychiatry","score_opus":0.06826393172843825,"score_gpt":0.3382374405786675,"score_spread":0.26997350885022925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317738272","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3205131,0.18565205,1.2605845e-7,0.47431713,0.007952291,0.00040953106,0.00023134686,0.000008918611,0.010915495],"genre_scores_gemma":[0.9902695,0.0052506,0.000077560784,0.0023161876,0.0004320718,0.000009793246,0.000021093301,0.000020035772,0.0016031971],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.999031,0.00014785094,0.00029202853,0.00009178518,0.00011481833,0.00032248662],"domain_scores_gemma":[0.99907565,0.000032608383,0.0001699823,0.00010400294,0.00003594613,0.00058179355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021774104,0.00009576067,0.00017319062,0.00022935883,0.0004398365,0.000020988833,0.00013575531,0.000031413772,0.00018505649],"category_scores_gemma":[0.0000036088566,0.00007337625,0.000021856184,0.00027750936,0.00004433325,0.000059399175,0.0000068192944,0.0001880078,0.0000061920946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011526676,0.000024926578,0.07584624,0.000074630676,0.00016840782,0.00019624556,0.060610097,0.0000051074257,8.091518e-8,0.043973297,0.6507014,0.16828427],"study_design_scores_gemma":[0.001499899,0.00036151262,0.43784305,0.00019457158,0.00001884472,0.00017243873,0.32208604,0.0000015613182,6.1225086e-7,0.0017243688,0.23593843,0.00015867662],"about_ca_topic_score_codex":0.9855232,"about_ca_topic_score_gemma":0.9999697,"teacher_disagreement_score":0.66975635,"about_ca_system_score_codex":0.0009326754,"about_ca_system_score_gemma":0.017921703,"threshold_uncertainty_score":0.98764575},"labels":[],"label_agreement":null},{"id":"W4317779195","doi":"10.1037/pas0001181","title":"Comparison of the accuracy of the 7-item HADS Depression subscale and 14-item total HADS for screening for major depression: A systematic review and individual participant data meta-analysis.","year":2023,"lang":"en","type":"review","venue":"Psychological Assessment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; University of Manitoba; University of Calgary; McGill University; University of Alberta; Jewish General Hospital","funders":"Departament d'Universitats, Recerca i Societat de la Informació; Medical Research Council; Norges Forskningsråd; National Health and Medical Research Council; Instituto Nacional de Ciência e Tecnologia Translacional em Medicina; Australian Government; Transport Accident Commission; Société Française de Dermatologie et de Pathologie Sexuellement Transmissible; Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Alberta Innovates - Health Solutions; Canadian Institutes of Health Research; Ministerio de Sanidad, Consumo y Bienestar Social","keywords":"Hospital Anxiety and Depression Scale; Meta-analysis; Psychology; Depression (economics); Receiver operating characteristic; Anxiety; Statistics; Psychiatry; Medicine; Internal medicine; Mathematics","score_opus":0.7372829483128911,"score_gpt":0.6195750327258366,"score_spread":0.11770791558705451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317779195","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041733417,0.9821473,0.0005444555,0.00035283534,0.00029802468,0.014123995,0.0020332183,0.000029898541,0.000052950996],"genre_scores_gemma":[0.070933044,0.8968027,0.0036338547,0.00067102734,0.00014532542,0.02484711,0.0017650339,0.00015118679,0.0010507219],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9928773,0.0018596253,0.0028555691,0.0012552578,0.00062202924,0.00053020485],"domain_scores_gemma":[0.9881712,0.0059337495,0.0033384827,0.0022972748,0.000096831885,0.00016242909],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003253268,0.0006328572,0.0068901293,0.00012469797,0.00038819105,0.000074694624,0.0016514056,0.00038632494,0.0001471338],"category_scores_gemma":[0.00055274327,0.0002608542,0.0017454317,0.0007782613,0.00019668767,0.00010910924,0.0012159527,0.00044920435,0.0000018693867],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097287215,0.0018132507,0.0049749413,0.8091326,0.11296186,0.0000033539582,0.00022548085,0.0000012911057,8.30069e-7,0.00040962925,0.004689691,0.06568978],"study_design_scores_gemma":[0.0012794518,0.00034944343,0.015027277,0.05498614,0.92294896,0.000033297176,0.00021604329,0.00017856387,0.0000025823274,0.000094530384,0.0043930304,0.0004906668],"about_ca_topic_score_codex":0.000024103158,"about_ca_topic_score_gemma":0.00002093501,"teacher_disagreement_score":0.8099871,"about_ca_system_score_codex":0.00002336448,"about_ca_system_score_gemma":0.000032630745,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W4318046716","doi":"10.1186/s12913-023-09075-6","title":"Stigma as a barrier to early intervention among youth seeking mental health services in Ontario, Canada: a qualitative study","year":2023,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Royal Ottawa Mental Health Centre; University of Ottawa; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Focus group; Thematic analysis; Qualitative research; Stigma (botany); Medicine; Feeling; Nursing; Psychology; Psychiatry; Social psychology; Sociology","score_opus":0.12044889189759381,"score_gpt":0.5124673828853241,"score_spread":0.39201849098773034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318046716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99061763,0.0003884187,0.000002311944,0.000775073,0.0007583066,0.00634108,0.00020126029,0.00010659919,0.00080931716],"genre_scores_gemma":[0.9926047,0.000014627744,0.000037728067,0.0014798908,0.00008933472,0.0011063424,0.00047146765,0.00006395562,0.0041319756],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9888312,0.00468555,0.0013336246,0.0011473002,0.0017336914,0.0022686129],"domain_scores_gemma":[0.99723136,0.0004028384,0.0003316508,0.00064607774,0.00018090117,0.0012071689],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0077078943,0.00036829402,0.00069506926,0.0011325376,0.0012597099,0.00017027016,0.00081318547,0.000120328295,0.00099586],"category_scores_gemma":[0.0000077631585,0.00035933385,0.00007886371,0.002386518,0.000049784656,0.00036189298,0.0005324313,0.0008988419,0.00059341895],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054060365,0.00049834256,0.44272178,0.001071708,0.000041321935,0.000035800535,0.5531315,0.0000031796912,5.675563e-7,0.000035323985,0.00014680841,0.001773054],"study_design_scores_gemma":[0.0015636097,0.0013863461,0.51932657,0.00085835595,0.0000023104153,8.935659e-7,0.47641525,0.000058966663,0.0000011637309,0.000039979528,0.00021750205,0.00012906342],"about_ca_topic_score_codex":0.9995266,"about_ca_topic_score_gemma":0.99987346,"teacher_disagreement_score":0.07671626,"about_ca_system_score_codex":0.004527518,"about_ca_system_score_gemma":0.001986302,"threshold_uncertainty_score":0.9999174},"labels":[],"label_agreement":null},{"id":"W4318224838","doi":"10.17269/s41997-022-00734-5","title":"Trends in population characteristics associated with mental health service use among youth and emerging adults in Canada from 2011 to 2016","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Children’s Health Research Institute; Western University","funders":"Children's Health Research Institute","keywords":"Odds; Demography; Mental health; Odds ratio; Logistic regression; Ethnic group; Population; Medicine; Cross-sectional study; Gerontology; Environmental health; Psychiatry","score_opus":0.06261438689432135,"score_gpt":0.3204171143995767,"score_spread":0.25780272750525535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318224838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97409225,0.00017086555,0.0000013400296,0.023926025,0.00057300413,0.00025481448,0.0009513904,0.0000067174997,0.000023619768],"genre_scores_gemma":[0.99521804,0.000039500457,0.000016921684,0.003445751,0.0000612708,0.000006318317,0.0010589083,0.000022777544,0.00013049801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751645,0.00036802868,0.00076825125,0.00022042346,0.00021282422,0.000914026],"domain_scores_gemma":[0.99721193,0.00006792903,0.000518971,0.00012326661,0.00006639568,0.0020114982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009716418,0.00015337433,0.00041064806,0.001126986,0.00018251059,0.000057314945,0.00013536315,0.000056151308,0.00022348466],"category_scores_gemma":[0.000040969066,0.00014186343,0.000015899957,0.0010001286,0.000012244888,0.00032717676,0.000011486893,0.00026751138,0.000005071966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031694304,0.00002371522,0.92667013,0.000013134223,0.000019534022,0.00007274006,0.01605489,0.0000032662306,2.683452e-8,0.000007639451,0.0037612733,0.053341966],"study_design_scores_gemma":[0.0013888739,0.000170315,0.99013144,0.00041174222,0.0000024433532,0.0000048347642,0.00726428,0.00008106321,2.962823e-8,0.00000284782,0.00043408337,0.00010803966],"about_ca_topic_score_codex":0.99912316,"about_ca_topic_score_gemma":0.9998849,"teacher_disagreement_score":0.063461326,"about_ca_system_score_codex":0.0043390566,"about_ca_system_score_gemma":0.0041393964,"threshold_uncertainty_score":0.9994831},"labels":[],"label_agreement":null},{"id":"W4318293200","doi":"10.1016/s2214-109x(23)00015-3","title":"Equitable and sustainable funding for community-based organisations in global mental health","year":2023,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Economic and Social Research Council; Medical Research Council; King's College London","keywords":"Mental health; Public relations; Business; Sustainable community; Political science; Economic growth; Sustainable development; Psychology; Economics; Psychiatry","score_opus":0.12029814629855039,"score_gpt":0.4734881167134636,"score_spread":0.3531899704149132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318293200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8000953,0.0021394608,0.0003697626,0.18357801,0.00084647705,0.0040464913,0.00138103,0.0003548568,0.007188592],"genre_scores_gemma":[0.98087347,0.00013713563,0.0002719529,0.017080218,0.00014053563,0.00022637224,0.0005509356,0.000014634973,0.0007047589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9967114,0.0006705549,0.00036896256,0.00023160037,0.00015066018,0.0018668268],"domain_scores_gemma":[0.99902064,0.00020052878,0.00016187904,0.00038560567,0.00002425363,0.0002070903],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036371055,0.00016422705,0.00039842667,0.000051117495,0.0024248743,0.000057803554,0.0003095915,0.000056832425,0.000040560753],"category_scores_gemma":[0.00001883591,0.00013272156,0.00003288269,0.00091352087,0.000076811426,0.000093347364,0.00018071935,0.00019096662,0.000056949408],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009450048,0.0006957665,0.13057181,0.0017499869,0.00006424514,0.000011241781,0.006187193,0.00003901985,0.0000016204818,0.49905774,0.3132943,0.04738208],"study_design_scores_gemma":[0.014698814,0.0024117206,0.757256,0.000330152,0.000019827752,0.00003473724,0.052367,0.00079886825,0.000004291317,0.07083975,0.10076665,0.0004722396],"about_ca_topic_score_codex":0.02615309,"about_ca_topic_score_gemma":0.0059030345,"teacher_disagreement_score":0.6266841,"about_ca_system_score_codex":0.002002486,"about_ca_system_score_gemma":0.00036117772,"threshold_uncertainty_score":0.99887383},"labels":[],"label_agreement":null},{"id":"W4319457371","doi":"10.1016/b978-0-44-318780-3.00009-9","title":"Prevalence Studies","year":2023,"lang":"en","type":"book-chapter","venue":"Epidemiologic Methods","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology","score_opus":0.558350158971963,"score_gpt":0.6072178539233462,"score_spread":0.0488676949513831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319457371","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000040638795,0.058993317,0.0011682758,0.0010052042,0.007239122,0.0010160157,0.00006551744,0.0005252722,0.92994666],"genre_scores_gemma":[0.000031558375,0.013314298,0.048496332,0.0015391321,0.00069670845,0.00032294824,0.000044787037,0.000085876796,0.9354684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99508077,0.0018554849,0.0011314946,0.0011054208,0.0001672185,0.00065963785],"domain_scores_gemma":[0.98583657,0.012246554,0.0007703795,0.0009082399,0.000073365394,0.00016490593],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008777711,0.0006059731,0.0015378292,0.00018738772,0.00023318519,0.000008047805,0.0005164599,0.00081167807,0.007313321],"category_scores_gemma":[0.0017816009,0.00042973325,0.00035731224,0.00005886189,0.00031931358,0.000039521605,0.00029813172,0.000733136,0.0071428847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050028193,0.000024483128,0.00045227,0.00060065236,0.00068433525,0.00013871939,0.00029347648,0.0000011100126,0.0000018378316,0.55339587,0.11418759,0.33016965],"study_design_scores_gemma":[0.00033566027,0.00039112678,0.0027063265,0.0006258035,0.0003256583,0.000023238177,0.00012895245,0.0000068264767,0.000009256581,0.76007944,0.23473194,0.00063577614],"about_ca_topic_score_codex":0.000026570375,"about_ca_topic_score_gemma":0.000003071914,"teacher_disagreement_score":0.32953387,"about_ca_system_score_codex":0.0001492115,"about_ca_system_score_gemma":0.000017981554,"threshold_uncertainty_score":0.99981546},"labels":[],"label_agreement":null},{"id":"W4319460970","doi":"10.1177/10398562231153007","title":"Commentary: Is Australian headspace socioculturally westernised, educated, industrialised, rich and democratic in conceptualisation and accessibility?","year":2023,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Demographics; Sociocultural evolution; Democracy; Context (archaeology); Mental health; Political science; Sociology; Psychology; Public relations; Politics; Psychiatry; Geography","score_opus":0.04558935143831277,"score_gpt":0.3795528446834884,"score_spread":0.3339634932451756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319460970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85322523,0.00021933316,5.4450754e-7,0.14368623,0.0011029271,0.0009293672,0.00006554446,0.00010261058,0.00066822686],"genre_scores_gemma":[0.9887267,0.00004853969,0.00013591365,0.00660901,0.0003771353,0.00012345261,0.00019848869,0.0000325019,0.0037482646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761254,0.00025907147,0.0005775485,0.0007129338,0.00020025097,0.00063764554],"domain_scores_gemma":[0.9990789,0.00007865093,0.00020080025,0.00028866762,0.000022052236,0.0003308915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003014349,0.00033507816,0.00036885514,0.00017774032,0.0002507623,0.00013380565,0.00021013619,0.00033657922,0.0007794405],"category_scores_gemma":[0.00000911505,0.0003172177,0.000048596772,0.0006125647,0.0002111195,0.00043393517,0.00007106623,0.00041938733,0.00014018704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013078534,0.00016714446,0.7980866,0.00013043362,0.0000471886,0.00001165471,0.009148124,5.8705194e-7,0.000019333542,0.0003394347,0.18884905,0.003069669],"study_design_scores_gemma":[0.005647816,0.0003231837,0.96005595,0.00013739415,0.000076581484,0.000021675742,0.029929468,0.000012173707,0.000043471075,0.0017115724,0.0016164053,0.0004242877],"about_ca_topic_score_codex":0.00089060434,"about_ca_topic_score_gemma":0.0004249688,"teacher_disagreement_score":0.18723264,"about_ca_system_score_codex":0.00008265195,"about_ca_system_score_gemma":0.00004689416,"threshold_uncertainty_score":0.999928},"labels":[],"label_agreement":null},{"id":"W4319788211","doi":"10.1177/21677026221141655","title":"Stigmatizing Our Own: Self-Relevant Research (Me-Search) Is Common but Frowned Upon in Clinical Psychological Science","year":2023,"lang":"en","type":"article","venue":"Clinical Psychological Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Texas Tech University","keywords":"Psychology; Mental health; Clinical psychology; Diversity (politics); Prejudice (legal term); Psychological research; Psychotherapist; Social psychology; Applied psychology","score_opus":0.5528722268949068,"score_gpt":0.6694605005539164,"score_spread":0.11658827365900959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319788211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9535753,0.00015199879,0.00002281149,0.011885556,0.0056648883,0.0017275823,0.000026879134,0.0005937768,0.02635121],"genre_scores_gemma":[0.99259067,0.0005991041,0.0013499365,0.0032758596,0.000734695,0.00018346698,0.00001216166,0.000039119976,0.0012149967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98093176,0.003380281,0.003535056,0.0047379993,0.0033395155,0.00407537],"domain_scores_gemma":[0.99044013,0.004046467,0.0004600115,0.0024893652,0.0004630957,0.0021009531],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.066171154,0.0005617602,0.0012930677,0.0012765664,0.0023890487,0.00048286433,0.0058113835,0.00097524846,0.0013317377],"category_scores_gemma":[0.004825169,0.000389934,0.00043395706,0.012095794,0.0075495066,0.0007215102,0.001853927,0.0042145387,0.014358151],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020979515,0.016071068,0.51934695,0.0000541524,0.000043870343,0.0016363066,0.0016715233,0.000006360334,0.0011505877,0.009858482,0.03734863,0.41071412],"study_design_scores_gemma":[0.0035839796,0.0040215133,0.9785557,0.00013606955,0.000013084682,0.000047433572,0.0021429067,0.00082396524,0.000066639754,0.008177601,0.001886245,0.00054487947],"about_ca_topic_score_codex":0.00019578017,"about_ca_topic_score_gemma":0.000040573857,"teacher_disagreement_score":0.45920876,"about_ca_system_score_codex":0.0004247869,"about_ca_system_score_gemma":0.0002209353,"threshold_uncertainty_score":0.9998553},"labels":[],"label_agreement":null},{"id":"W4319791004","doi":"10.1002/mhw.33531","title":"Senators introduce bill expanding psychological care in Medicare","year":2023,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statute; Legislation; Licensure; Mental health; Statutory law; Mental illness; Health care; Mental health care; Political science; Quarter (Canadian coin); Public administration; Medicine; Law; Psychiatry; History","score_opus":0.049991946548132576,"score_gpt":0.45116582560995905,"score_spread":0.40117387906182644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319791004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9599537,0.0019514589,0.0000016767242,0.025578365,0.0041996036,0.0012716699,0.00010314246,0.00033926862,0.006601086],"genre_scores_gemma":[0.99232703,0.00026207304,0.00007350305,0.0027411676,0.00031482126,0.0002794196,0.0005572998,0.00003857576,0.0034060758],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99684095,0.0003379894,0.0006330832,0.0007368571,0.00037603077,0.001075089],"domain_scores_gemma":[0.99898326,0.00008126261,0.00014555332,0.00038262794,0.000017198798,0.00039011872],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005894658,0.00026017058,0.00040061833,0.0003982998,0.00040101906,0.000021325632,0.00028430118,0.00016934007,0.0011246207],"category_scores_gemma":[0.000012540842,0.00019466013,0.00007556103,0.0010051547,0.00008094823,0.00009917098,0.00011075972,0.00036273032,0.0018455938],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006045531,0.0010074875,0.1686448,0.0004954418,0.0000430511,0.00038668737,0.043829504,0.0000017407468,0.000048027163,0.0013915113,0.33621442,0.44733274],"study_design_scores_gemma":[0.011852243,0.0042454656,0.7226605,0.00073020614,0.00001465844,0.000109111395,0.12862839,0.000046563582,0.00024551808,0.00063299364,0.12985031,0.0009840623],"about_ca_topic_score_codex":0.0016115849,"about_ca_topic_score_gemma":0.00050347036,"teacher_disagreement_score":0.5540157,"about_ca_system_score_codex":0.0006990263,"about_ca_system_score_gemma":0.000038787257,"threshold_uncertainty_score":0.99978846},"labels":[],"label_agreement":null},{"id":"W4319841241","doi":"10.1177/21677026221125715","title":"Global Is Local: Leveraging Global Mental-Health Methods to Promote Equity and Address Disparities in the United States","year":2023,"lang":"en","type":"article","venue":"Clinical Psychological Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health; National Institutes of Health; National Institute on Drug Abuse; Grand Challenges Canada; University of Maryland; National Institute of Mental Health; Duke Global Health Institute, Duke University; National Institute on Alcohol Abuse and Alcoholism; Duke University","keywords":"Global mental health; General partnership; Mental health; Psychological intervention; Health equity; Equity (law); Context (archaeology); Public relations; Capacity building; Formative assessment; Global health; Political science; Psychology; Medical education; Economic growth; Health care; Medicine; Geography; Pedagogy; Psychiatry; Economics","score_opus":0.38464284773669716,"score_gpt":0.6489142648520232,"score_spread":0.26427141711532603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319841241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9421774,0.00021780525,0.0011945708,0.04895689,0.0013359536,0.001059185,0.0001256636,0.00013476599,0.0047977483],"genre_scores_gemma":[0.9463522,0.00021332563,0.0019393188,0.05120413,0.00006266121,0.00008666001,0.00003718901,0.00000550178,0.00009903526],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952624,0.0010788054,0.0008114407,0.0011435078,0.00056140317,0.0011424792],"domain_scores_gemma":[0.9981693,0.00056056236,0.00015170276,0.00051195646,0.000041246545,0.0005652027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009662949,0.00022547864,0.00039550345,0.00008994244,0.00063166476,0.00018489419,0.0012882535,0.0001404473,0.00019653868],"category_scores_gemma":[0.00025171318,0.00013649398,0.000065912966,0.0039497204,0.0016724035,0.00014261145,0.0009024929,0.00031139498,0.00021397318],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028509094,0.00097011274,0.20753653,0.00002500987,0.000011951052,0.00004681448,0.0014142989,0.000010388013,0.0000015853105,0.007099806,0.03544314,0.74715525],"study_design_scores_gemma":[0.0009357349,0.0009256109,0.9604034,0.00004856626,0.000004654926,0.000018973546,0.0013073147,0.00046781963,0.0000012500187,0.023045246,0.012665583,0.00017583792],"about_ca_topic_score_codex":0.001878937,"about_ca_topic_score_gemma":0.00010884946,"teacher_disagreement_score":0.75286686,"about_ca_system_score_codex":0.00022547532,"about_ca_system_score_gemma":0.000034479577,"threshold_uncertainty_score":0.616204},"labels":[],"label_agreement":null},{"id":"W4320723887","doi":"10.3389/fpsyt.2023.999047","title":"Predictive potential of somatic symptoms for the identification of subthreshold depression and major depressive disorder in primary care settings","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"National Key Research and Development Program of China; Sun Yat-sen University; National Natural Science Foundation of China","keywords":"Medicine; Depression (economics); Major depressive disorder; Psychiatry; Confounding; Patient Health Questionnaire; Comorbidity; Internal medicine; Cohort; Clinical psychology; Depressive symptoms; Anxiety; Cognition","score_opus":0.005592183228878639,"score_gpt":0.28139721273822427,"score_spread":0.2758050295093456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320723887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98015946,0.011182253,0.0020546988,0.00025309436,0.004497827,0.001535472,0.00013816489,0.000020650397,0.00015837257],"genre_scores_gemma":[0.99851924,0.00010546118,0.0005365211,0.00003762778,0.000051958865,0.0004810009,0.00014275128,0.000019689642,0.000105752224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987316,0.00007183369,0.0005411708,0.00028828884,0.00014507302,0.00022203986],"domain_scores_gemma":[0.9992732,0.000079837366,0.0003278486,0.00026105382,0.00003080929,0.000027271255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002223275,0.00012062515,0.00023855416,0.00024376386,0.000097872115,0.0000084440335,0.00018962723,0.00011595801,0.000007733563],"category_scores_gemma":[0.00001087699,0.00009379743,0.00005603058,0.0003153001,0.000093745286,0.000099149765,0.000052495976,0.00010620061,0.0000011494151],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005235565,0.0001651374,0.97004396,0.0009612757,0.000070453105,0.0000010925289,0.0033415928,0.000086203756,0.00010238448,0.000070265625,0.0042884843,0.020345584],"study_design_scores_gemma":[0.0032126731,0.00008700383,0.98132926,0.0002895629,0.0000807892,0.0000011468172,0.010902713,0.0016928584,0.0001586565,0.002145651,0.000014569771,0.00008508694],"about_ca_topic_score_codex":0.0000922383,"about_ca_topic_score_gemma":0.000044088418,"teacher_disagreement_score":0.020260496,"about_ca_system_score_codex":0.000043413856,"about_ca_system_score_gemma":0.000027411745,"threshold_uncertainty_score":0.3824948},"labels":[],"label_agreement":null},{"id":"W4321004249","doi":"10.1080/01612840.2023.2174219","title":"“You’re Just a Mental Health Nurse”: Nurses’ Experiences of Associative Stigma When Accessing Physical Health Care for Their Patients","year":2023,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; St. Lawrence College; University of Ottawa","funders":"","keywords":"Stigma (botany); Personhood; Mental health; Psychology; Nursing; Phenomenology (philosophy); Health care; Social stigma; Medicine; Psychiatry; Human immunodeficiency virus (HIV); Family medicine","score_opus":0.05787911990147758,"score_gpt":0.49069361450036086,"score_spread":0.43281449459888327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321004249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960275,0.010409803,0.000014726002,0.0152890645,0.0063558896,0.0055070077,0.0010213985,0.00019985196,0.0009272695],"genre_scores_gemma":[0.9938239,0.00028514024,0.00067828764,0.0015343459,0.0003724993,0.0006388481,0.002105221,0.000097918906,0.00046384393],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99420077,0.0008214155,0.001387527,0.0009861612,0.00072201993,0.0018821065],"domain_scores_gemma":[0.9975763,0.0002232785,0.0012052783,0.00040427764,0.00008868076,0.00050217455],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00077211275,0.0005514562,0.0013286729,0.00044719112,0.001797771,0.000069816764,0.00049667596,0.00015274732,0.00011124663],"category_scores_gemma":[0.000021094846,0.00051719917,0.00020643228,0.0007859793,0.00032940923,0.00044884352,0.00006875309,0.00035980012,0.000030637308],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037462264,0.0014106478,0.0062934235,0.00051997247,0.000029974693,0.0000011262974,0.6451595,9.677618e-7,0.00000224496,0.00016976662,0.018823044,0.32721475],"study_design_scores_gemma":[0.005127587,0.0033628389,0.021611491,0.003398288,0.000010145408,0.0000021607102,0.9613779,0.0002797809,0.00022784364,0.00040105716,0.003766417,0.00043448206],"about_ca_topic_score_codex":0.0022981786,"about_ca_topic_score_gemma":0.00045331122,"teacher_disagreement_score":0.32678026,"about_ca_system_score_codex":0.0039976714,"about_ca_system_score_gemma":0.00036216507,"threshold_uncertainty_score":0.9998258},"labels":[],"label_agreement":null},{"id":"W4321138177","doi":"10.1108/jpmh-09-2022-0096","title":"Utilization of the mental health first aid ALGEE action plan: a longitudinal study","year":2023,"lang":"en","type":"article","venue":"Journal of Public Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Distress; Psychology; Mental distress; Action plan; Quarter (Canadian coin); Social support; Medicine; Gerontology; Clinical psychology; Psychiatry; Social psychology","score_opus":0.28241867168140783,"score_gpt":0.4806530638964139,"score_spread":0.19823439221500605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321138177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96107376,0.000996406,0.00003911487,0.030781632,0.0049246443,0.0016585747,0.00010575793,0.000037826623,0.0003822724],"genre_scores_gemma":[0.99756336,0.000511267,0.00004401997,0.00067072344,0.0002735767,0.000025020512,0.000086313405,0.000026813907,0.0007988796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960999,0.000741298,0.0013676921,0.00026804538,0.0008889444,0.00063412706],"domain_scores_gemma":[0.9972872,0.00008118583,0.001841474,0.00031103074,0.00008861404,0.00039045728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026195624,0.0002173234,0.00052024156,0.0004111793,0.00094901316,0.00004668411,0.0004145073,0.00006815211,0.0006236825],"category_scores_gemma":[0.000020536903,0.0001504861,0.00016694365,0.00099374,0.000070184695,0.00039425748,0.0001157091,0.00033770423,0.00005462087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078710745,0.004581804,0.6866592,0.0004869496,0.0003992065,0.000019342184,0.022453418,0.0000058674714,0.000012070647,0.0011887284,0.17101644,0.11238986],"study_design_scores_gemma":[0.0060399957,0.005015882,0.94231534,0.00028707058,0.00002193439,0.0002619803,0.026509097,0.0000804797,0.000033030963,0.000103955696,0.019175896,0.00015533778],"about_ca_topic_score_codex":0.0012511308,"about_ca_topic_score_gemma":0.001891406,"teacher_disagreement_score":0.25565612,"about_ca_system_score_codex":0.0012209921,"about_ca_system_score_gemma":0.00044689447,"threshold_uncertainty_score":0.7299138},"labels":[],"label_agreement":null},{"id":"W4321369713","doi":"10.4018/978-1-6684-6543-1.ch019","title":"Conquering Mental Health Stigma and Developing Strategies to Reduce Workplace Stress","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in human resources management and organizational development book series","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Yorkville University","funders":"","keywords":"Acronym; Stigma (botany); Mental health; Psychology; Plan (archaeology); Applied psychology; Public relations; Psychiatry; Political science","score_opus":0.020880229315771184,"score_gpt":0.3137664395294477,"score_spread":0.29288621021367656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321369713","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033229765,0.066834114,0.00045826563,0.004226726,0.0020392456,0.006797838,0.00020138905,0.000827825,0.88538486],"genre_scores_gemma":[0.007320105,0.025380587,0.0038610788,0.00087393716,0.00015958538,0.00021260689,0.0010304283,0.00018525535,0.9609764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749565,0.000036399975,0.00073959917,0.0008418965,0.00039669342,0.00048977166],"domain_scores_gemma":[0.9992595,0.000049431033,0.0002967598,0.00018780601,0.000044447956,0.00016205398],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020423377,0.00053309964,0.00048679893,0.0005235221,0.0010013792,0.0002062189,0.00024767613,0.00012808583,0.000521282],"category_scores_gemma":[0.0000029926525,0.0005630078,0.000019264902,0.00016855802,0.00016808018,0.0006343486,0.00052585,0.00019266774,0.000064744934],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016536114,0.000039899045,0.0049414095,0.00153337,0.00026405053,0.000075143595,0.012866819,0.00003573848,0.0000016219051,0.946656,0.0019860668,0.03143455],"study_design_scores_gemma":[0.0009632308,0.00012815555,0.028272927,0.0025994924,0.000023757926,0.000012958576,0.0057962234,6.7311106e-7,0.00003531298,0.009652012,0.9515835,0.00093176926],"about_ca_topic_score_codex":0.000015046162,"about_ca_topic_score_gemma":0.00055169006,"teacher_disagreement_score":0.9495974,"about_ca_system_score_codex":0.00028947982,"about_ca_system_score_gemma":0.000056180095,"threshold_uncertainty_score":0.9996821},"labels":[],"label_agreement":null},{"id":"W4321459225","doi":"10.3389/fpsyt.2023.1030407","title":"Return on investment from service transformation for young people experiencing mental health problems: Approach to economic evaluations in ACCESS Open Minds (Esprits ouverts), a multi-site pan-Canadian youth mental health project","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Canadian Mental Health Association; University of Alberta; Douglas College; McGill University; Institute for Clinical Evaluative Sciences; Western University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Intervention (counseling); Service (business); Health care; Medicine; Indigenous; Nursing; Business; Public relations; Economic growth; Political science; Psychiatry; Marketing; Economics","score_opus":0.08439575529729397,"score_gpt":0.4016808933578596,"score_spread":0.31728513806056563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321459225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92806053,0.0010092278,0.00067462906,0.018970558,0.015716854,0.026761746,0.005091857,0.000109584864,0.0036049993],"genre_scores_gemma":[0.94633514,0.00014814883,0.018431151,0.012312006,0.00020414531,0.00951312,0.012568817,0.00012107617,0.00036638454],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9963024,0.00036083392,0.0010569354,0.0009608874,0.00025087516,0.0010680415],"domain_scores_gemma":[0.9987872,0.000019187599,0.00030930364,0.0004515449,0.000019773335,0.00041295847],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011298696,0.00038667387,0.00060766126,0.0011496077,0.0006674654,0.0002029123,0.00077455095,0.00016249834,0.000047167283],"category_scores_gemma":[0.0000044904436,0.00040857965,0.00008350425,0.0010475413,0.000019139157,0.00071285997,0.00009796556,0.0002455943,0.000050185754],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007707141,0.0011845789,0.16396475,0.00040979026,0.00012251777,3.5642455e-7,0.69011354,0.00033990148,0.0000016640568,0.00028028793,0.13302019,0.009791709],"study_design_scores_gemma":[0.026587235,0.001565004,0.3608517,0.001555402,0.000051911997,0.0000056557806,0.54072714,0.059905805,0.000015564394,0.0006065636,0.0067943097,0.0013336873],"about_ca_topic_score_codex":0.4104519,"about_ca_topic_score_gemma":0.7908069,"teacher_disagreement_score":0.38035497,"about_ca_system_score_codex":0.003071574,"about_ca_system_score_gemma":0.0013176126,"threshold_uncertainty_score":0.9998366},"labels":[],"label_agreement":null},{"id":"W4321503967","doi":"10.46747/cfp.690286","title":"Les soins de santé mentale en collaboration","year":2023,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University; Waypoint Centre for Mental Health Care; Centre for Addiction and Mental Health; Ministère de l’Emploi et de la Solidarité Sociale (Québec); Musée de la Civilisation; College of Family Physicians of Canada","funders":"","keywords":"Humanities; Psychology; Medicine; Philosophy","score_opus":0.04146457825585515,"score_gpt":0.3708393338623908,"score_spread":0.3293747556065357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321503967","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48254004,0.004616783,0.000008340568,0.007108576,0.0032943988,0.00073996687,0.0013007093,0.00010367092,0.50028753],"genre_scores_gemma":[0.9201509,0.00033884245,0.000048259437,0.0407301,0.0015819487,0.00014466602,0.00077507197,0.00007791688,0.03615233],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976765,0.000336094,0.00027169843,0.0004117068,0.00015519754,0.0011488164],"domain_scores_gemma":[0.99875605,0.00009993714,0.00009041513,0.0003281402,0.000042126037,0.0006833266],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022923786,0.00027176365,0.0002585036,0.0003090345,0.00061752077,0.00010150346,0.00025301403,0.0002631023,0.00016476678],"category_scores_gemma":[0.0000046172204,0.00033423404,0.00008445617,0.0011095653,0.000119953795,0.00020707265,0.000025430349,0.0002209044,0.0067555113],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020512736,0.00014396403,0.0012148571,0.000114921895,0.00011320107,0.00030762664,0.0030802498,0.000018569286,0.0007630384,0.01847307,0.36446947,0.6112805],"study_design_scores_gemma":[0.0011076628,0.00019935552,0.117836855,0.00018344875,0.0000888931,0.000001470093,0.017307488,0.00044575654,0.0003504763,0.0019524985,0.8601041,0.00042201285],"about_ca_topic_score_codex":0.29569823,"about_ca_topic_score_gemma":0.26858366,"teacher_disagreement_score":0.6108585,"about_ca_system_score_codex":0.0023042306,"about_ca_system_score_gemma":0.0009976369,"threshold_uncertainty_score":0.99991095},"labels":[],"label_agreement":null},{"id":"W4321503998","doi":"10.46747/cfp.690281","title":"Collaborative mental health care","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Waypoint Centre for Mental Health Care; College of Family Physicians of Canada; St. Joseph’s Healthcare Hamilton; Dalhousie University; University of Toronto; Centre for Addiction and Mental Health; Western University","funders":"","keywords":"Mental health; Coronavirus disease 2019 (COVID-19); Mental health care; Mental illness; Medicine; 2019-20 coronavirus outbreak; Point (geometry); Psychiatry; Family medicine; Virology","score_opus":0.025551104469667855,"score_gpt":0.3485905767460283,"score_spread":0.32303947227636043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321503998","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2916035,0.004128271,5.435326e-7,0.005615635,0.0027584813,0.0012664394,0.0018909869,0.00021844497,0.6925177],"genre_scores_gemma":[0.8668807,0.000042442676,0.000021033416,0.127035,0.00034020637,0.00017515104,0.0015233587,0.00004770257,0.003934377],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985529,0.00008299893,0.00016987596,0.00031747817,0.00012586871,0.00075083325],"domain_scores_gemma":[0.9990526,0.00001723421,0.00006190767,0.0002544119,0.000038902188,0.0005749487],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058873382,0.00016333153,0.00019870226,0.00022895301,0.00060366397,0.000032288594,0.00017012388,0.000056148318,0.00004130208],"category_scores_gemma":[6.9554994e-7,0.00017025057,0.000046596208,0.0009263505,0.000049558854,0.00007982648,0.00001616527,0.00010221074,0.00437624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018061977,0.000029518502,0.0003028893,0.000026076657,0.000052255826,0.000059406633,0.008350736,8.7690944e-7,0.00002916752,0.0048796125,0.7872214,0.19903003],"study_design_scores_gemma":[0.00095410965,0.00023737941,0.0680435,0.00004691586,0.000007448612,3.2637172e-7,0.074324496,0.0000062861545,0.000035198893,0.00014900976,0.8559105,0.00028487007],"about_ca_topic_score_codex":0.047472548,"about_ca_topic_score_gemma":0.059116956,"teacher_disagreement_score":0.6885833,"about_ca_system_score_codex":0.0007462076,"about_ca_system_score_gemma":0.0004360358,"threshold_uncertainty_score":0.996399},"labels":[],"label_agreement":null},{"id":"W4321611334","doi":"10.1037/ser0000753","title":"Depression screening perceptions and practices in a primary care clinic: A mixed-methods study.","year":2023,"lang":"en","type":"article","venue":"Psychological Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"Irving Medical Center, Columbia University","keywords":"PsycINFO; Motivational interviewing; Medicine; MEDLINE; Competence (human resources); Clinical psychology; Qualitative research; Best practice; Specialty; Family medicine; Psychology; Psychiatry; Psychological intervention","score_opus":0.13227172505233434,"score_gpt":0.5553179469422516,"score_spread":0.42304622188991725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321611334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979382,0.0014938146,0.000019245606,0.000290798,0.00050626206,0.0008841132,0.000010933396,0.00022333975,0.017189505],"genre_scores_gemma":[0.99530405,0.00018895777,0.0027233216,0.00075498084,0.00011046765,0.000453462,0.00009478216,0.000018388104,0.00035157063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717593,0.0010002165,0.00042778952,0.0007872841,0.0001780125,0.00043076705],"domain_scores_gemma":[0.99853885,0.00065628137,0.00028298036,0.0003553785,0.000026394204,0.00014013857],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009324982,0.00020645687,0.0003120931,0.0001808485,0.0002852281,0.00006976757,0.000298969,0.00020248059,0.0010636438],"category_scores_gemma":[0.000020380832,0.00015131182,0.00005068758,0.0006045589,0.00004931738,0.00022494732,0.00023400849,0.00033746767,0.00048646476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002627485,0.0007513867,0.6860967,0.00010676065,0.0000196556,0.00007453672,0.006282199,3.9761974e-7,0.00005784363,0.0000071113977,0.00012569509,0.3062149],"study_design_scores_gemma":[0.0016352938,0.0005054309,0.9417297,0.00008191801,0.000028143111,0.000011360123,0.055041786,0.000020535126,0.0000020405234,0.00011421641,0.00067562505,0.0001539276],"about_ca_topic_score_codex":0.00055697194,"about_ca_topic_score_gemma":0.0003965713,"teacher_disagreement_score":0.30606097,"about_ca_system_score_codex":0.000027890563,"about_ca_system_score_gemma":0.0000026850926,"threshold_uncertainty_score":0.9998495},"labels":[],"label_agreement":null},{"id":"W4322217250","doi":"10.1101/2023.02.24.23286405","title":"Incidence Measures for Schizophrenia among Commercial Health Insurance and Medicaid Enrollees","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicaid; Incidence (geometry); Medicine; Schizophrenia (object-oriented programming); Managed care; Demography; Gerontology; Health care; Psychiatry","score_opus":0.0897559178931566,"score_gpt":0.40261722346889667,"score_spread":0.3128613055757401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322217250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98300284,0.0057746037,0.0002263213,0.0037127985,0.0042684926,0.0021761463,0.00031054975,0.00023768404,0.00029057366],"genre_scores_gemma":[0.9942625,0.0011799732,0.0005207462,0.0007121906,0.0006742067,0.0015576023,0.00015525066,0.00007456762,0.0008629172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705553,0.00034254024,0.0006998493,0.0008756819,0.00039809043,0.0006282824],"domain_scores_gemma":[0.99803275,0.00048626793,0.0004842504,0.00059215893,0.000067184206,0.00033736962],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013693074,0.00039678486,0.00077284797,0.00020589207,0.0004533262,0.00006055539,0.0005322354,0.00036184103,0.000081863705],"category_scores_gemma":[0.00013806544,0.0003524685,0.00012736233,0.00015500082,0.00024454365,0.00007208774,0.00041064195,0.0006260926,0.0000650508],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045997958,0.00012258564,0.8925212,0.0008087732,0.00013636224,0.00002469646,0.0018798622,0.000002112774,0.0000030405552,0.0002916835,0.006426769,0.09732293],"study_design_scores_gemma":[0.0017313949,0.00017804686,0.9933592,0.0005208374,0.000017377572,0.0000041640096,0.0001118305,0.000025879504,0.000019279954,0.002594997,0.0011625007,0.00027449444],"about_ca_topic_score_codex":0.004084492,"about_ca_topic_score_gemma":0.0036810962,"teacher_disagreement_score":0.100838,"about_ca_system_score_codex":0.00009651379,"about_ca_system_score_gemma":0.00012919605,"threshold_uncertainty_score":0.9998927},"labels":[],"label_agreement":null},{"id":"W4322705320","doi":"10.2196/38696","title":"Consumer Expectations and Attitudes About Psychotherapy: Survey Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Telehealth; Population; Perception; Public health; Psychology; Mental health care; Medicine; Health care; Family medicine; Psychiatry; Telemedicine; Nursing; Political science; Environmental health","score_opus":0.23492514751089688,"score_gpt":0.5793439290490775,"score_spread":0.3444187815381806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322705320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909755,0.00052107015,0.000004572614,0.00021628288,0.0002314689,0.001503204,0.00006494671,0.00008523461,0.0063977093],"genre_scores_gemma":[0.99443966,0.0001302436,0.0000064750884,0.000028779928,0.00003210911,0.0015038315,0.000069365364,0.000018327899,0.0037712222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975208,0.0010453122,0.00023756431,0.00026862486,0.00040942949,0.0005182756],"domain_scores_gemma":[0.99858344,0.0008426483,0.000044243872,0.0002610149,0.00013926934,0.00012938089],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014640858,0.00011453827,0.00016467758,0.00041089038,0.00063571235,0.00008682067,0.0001757002,0.000053660882,0.0009601491],"category_scores_gemma":[0.0000132780515,0.000090810296,0.000022428854,0.0009905562,0.00018190546,0.00020900756,0.000049867456,0.00026578028,0.0031258054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037855178,0.001899945,0.7495214,0.000065109656,0.00022536801,0.00002767647,0.14643568,8.768635e-8,0.000012232124,0.0017688661,0.050174326,0.0494908],"study_design_scores_gemma":[0.0014780503,0.0006216705,0.9762987,0.000018020255,0.000001819393,0.000001606784,0.02052731,0.000011638334,0.000009599902,0.00029293037,0.00065378187,0.00008490011],"about_ca_topic_score_codex":0.0006358183,"about_ca_topic_score_gemma":0.0007757557,"teacher_disagreement_score":0.2267773,"about_ca_system_score_codex":0.0000416084,"about_ca_system_score_gemma":0.000022185137,"threshold_uncertainty_score":0.9999531},"labels":[],"label_agreement":null},{"id":"W4323294029","doi":"10.2196/44370","title":"Improving Mental Health Literacy and Reducing Psychological Problems Among Teachers in Zambia: Protocol for Implementation and Evaluation of a Wellness4Teachers Email Messaging Program","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Mental health; Anxiety; Mental health literacy; Burnout; Descriptive statistics; Psychological intervention; Psychology; Medicine; Depression (economics); Stressor; Literacy; Clinical psychology; Psychiatry; Mental illness","score_opus":0.4087085175094636,"score_gpt":0.6944834607099126,"score_spread":0.28577494320044905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323294029","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29159018,0.000005748861,0.000005753809,0.0004921073,0.000007825047,0.70753336,0.000010913733,0.00006935229,0.00028476166],"genre_scores_gemma":[0.1563519,5.253234e-7,0.00041239738,0.000012820335,0.000033812925,0.84293675,0.000056527813,0.00003138418,0.00016390353],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99516463,0.0015661947,0.0007872904,0.0007743358,0.000771916,0.00093561073],"domain_scores_gemma":[0.9988666,0.00017089321,0.0003476608,0.0002785552,0.00014220105,0.00019406927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010372766,0.00021039622,0.00032626322,0.0005422907,0.0004432683,0.00016532374,0.00017588415,0.00013366558,0.00014669717],"category_scores_gemma":[0.000042130116,0.00018303565,0.000043252854,0.00079890236,0.0002599189,0.00044167868,0.00014955619,0.0004273218,0.0000039514484],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005799776,0.0009813393,0.096438766,0.0020023924,0.000019303518,0.0000023339994,0.015537874,0.0000017233234,0.00022908313,0.00017871139,0.0013275474,0.8827009],"study_design_scores_gemma":[0.059018385,0.014772399,0.87166786,0.008373098,0.000013620752,0.000018328145,0.023717254,0.008835564,0.0009213481,0.0028798562,0.009039309,0.00074298395],"about_ca_topic_score_codex":0.00084075815,"about_ca_topic_score_gemma":0.0002322695,"teacher_disagreement_score":0.88195795,"about_ca_system_score_codex":0.0003399606,"about_ca_system_score_gemma":0.000108100976,"threshold_uncertainty_score":0.74639773},"labels":[],"label_agreement":null},{"id":"W4323348359","doi":"10.1080/09638237.2023.2182418","title":"Families’ experiences of supporting Australian veterans to seek help for a mental health problem: a linked data analysis of national surveys with families and veterans","year":2023,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Help-seeking; Intervention (counseling); Population; Psychology; Family support; Psychological intervention; Psychiatry; Medicine; Environmental health","score_opus":0.1301890986891964,"score_gpt":0.4671112185040279,"score_spread":0.33692211981483156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323348359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99169797,0.0002935753,0.00021683905,0.0041051623,0.0003357986,0.0012281084,0.002055376,0.000013763343,0.000053403674],"genre_scores_gemma":[0.994861,0.00034563683,0.0031716586,0.00043321366,0.00006359989,0.000053543732,0.00088773255,0.000021002787,0.00016263244],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9963095,0.00044032204,0.0016071307,0.00038200725,0.0007060915,0.00055495714],"domain_scores_gemma":[0.9976016,0.00020793463,0.0014437274,0.00024034787,0.0001418843,0.00036450618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035587414,0.00021667602,0.00091261195,0.0008930887,0.00030181344,0.000024678851,0.00037092966,0.00005590956,0.00007778462],"category_scores_gemma":[0.000015257817,0.00017273184,0.00012474715,0.001142769,0.00011559601,0.00029548016,0.00008008818,0.0001434027,0.0000017452725],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040548528,0.0022362978,0.21584183,0.002516973,0.0035117485,0.000026070213,0.6148156,0.00010523058,0.00072168553,0.00017945535,0.02026319,0.13572708],"study_design_scores_gemma":[0.0098341135,0.015926328,0.33593246,0.0012531425,0.0002477154,0.00012668429,0.6335409,0.00085096457,0.00026743545,0.00005408149,0.0015133517,0.0004528066],"about_ca_topic_score_codex":0.0027793655,"about_ca_topic_score_gemma":0.001990548,"teacher_disagreement_score":0.13527428,"about_ca_system_score_codex":0.00022203763,"about_ca_system_score_gemma":0.00035060995,"threshold_uncertainty_score":0.70438},"labels":[],"label_agreement":null},{"id":"W4323532700","doi":"10.1097/hrp.0000000000000359","title":"Why Don’t You Take This to a Friend? A Question Psychotherapists Should Ask More Often","year":2023,"lang":"en","type":"article","venue":"Harvard Review of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Olds College","funders":"","keywords":"Loneliness; Taboo; Worry; Psychology; Feeling; Mental health; Isolation (microbiology); Social isolation; Depression (economics); Psychiatry; Social psychology; Psychoanalysis; Anxiety; Law; Political science","score_opus":0.03835712883181141,"score_gpt":0.39757529725043433,"score_spread":0.3592181684186229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323532700","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.112073645,0.33259648,0.0007573878,0.39273715,0.040475715,0.014578799,0.0010214156,0.0020643363,0.10369508],"genre_scores_gemma":[0.040006325,0.24645685,0.026760781,0.6124821,0.0061340337,0.007833893,0.001639912,0.0008778217,0.057808287],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723434,0.00026423516,0.0008558734,0.000640145,0.00046015205,0.00054524094],"domain_scores_gemma":[0.99831533,0.000046146502,0.0003386175,0.000947482,0.00008945781,0.00026294152],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00080123136,0.00034516898,0.0006422694,0.00024684335,0.00014442127,0.00002202816,0.0004618285,0.00017752266,0.012147694],"category_scores_gemma":[0.000023886865,0.0002822243,0.00029758332,0.0011119583,0.000058334062,0.00012086695,0.000047954694,0.0002380329,0.0068867193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015027258,0.00042473062,0.011333844,0.0066501796,0.0001400539,0.0000111238405,0.00056299724,2.982396e-7,0.000020624777,0.008947368,0.925142,0.0466165],"study_design_scores_gemma":[0.00095560995,0.00035776373,0.029646177,0.009344809,0.000120852164,0.000015120843,0.00017806873,0.0000034927502,0.000010882575,0.00084064086,0.95819896,0.00032763742],"about_ca_topic_score_codex":0.00056191505,"about_ca_topic_score_gemma":0.00016475694,"teacher_disagreement_score":0.21974495,"about_ca_system_score_codex":0.000053764594,"about_ca_system_score_gemma":0.000050376275,"threshold_uncertainty_score":0.999963},"labels":[],"label_agreement":null},{"id":"W4323568932","doi":"10.1038/s41380-023-02003-4","title":"Self-stigma in schizophrenia: a systematic review and meta-analysis of 37 studies from 25 high- and low-to-middle income countries","year":2023,"lang":"en","type":"review","venue":"Molecular Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Mental Health Research Canada; University of Ottawa","funders":"","keywords":"Stigma (botany); Meta-analysis; Confidence interval; Social stigma; Psychiatry; Clinical psychology; Psychology; Schizophrenia (object-oriented programming); Medicine; Observational study; Demography; Family medicine; Internal medicine","score_opus":0.07400392312565927,"score_gpt":0.4028276166419565,"score_spread":0.3288236935162972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323568932","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011061196,0.9923507,0.0000030998015,0.00040192463,0.00039701682,0.004893392,0.0007502006,0.00006198022,0.00003559348],"genre_scores_gemma":[0.00016609448,0.99562156,0.00074119447,0.0006581834,0.000026251797,0.0023612059,0.0001614114,0.0000813188,0.0001828007],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99505275,0.0010751637,0.0021304665,0.0009859892,0.0003655034,0.00039010268],"domain_scores_gemma":[0.997198,0.00045786725,0.0010662198,0.0010428894,0.00006988111,0.00016515773],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00081482483,0.0007559877,0.011120614,0.0008370935,0.00010620324,0.000042562573,0.00039200913,0.00026169422,0.00010766798],"category_scores_gemma":[0.00005719018,0.00052685617,0.0010730688,0.0020440524,0.00008218324,0.000053665608,0.0002508602,0.0003040412,0.00011740489],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000932416,0.000099057914,0.000048947095,0.80006987,0.19797467,0.0000562469,0.00015097794,9.960766e-8,4.955074e-9,0.0013590322,0.00008535846,0.00014642895],"study_design_scores_gemma":[0.00047317808,0.00008465284,0.00012293825,0.12555763,0.87216634,0.000009083663,0.000106300235,6.566744e-7,6.585338e-8,0.0003319884,0.00068514346,0.0004620342],"about_ca_topic_score_codex":0.0003221095,"about_ca_topic_score_gemma":0.0003910371,"teacher_disagreement_score":0.6745122,"about_ca_system_score_codex":0.00008549572,"about_ca_system_score_gemma":0.00007458235,"threshold_uncertainty_score":0.9997183},"labels":[],"label_agreement":null},{"id":"W4324319014","doi":"10.1016/s2215-0366(23)00067-6","title":"The global impact of anxiety disorders","year":2023,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canada Research Chairs","keywords":"Anxiety; MEDLINE; Medicine; Data science; Psychiatry; Psychology; Computer science; Biology","score_opus":0.03313570632733792,"score_gpt":0.39354980039570353,"score_spread":0.3604140940683656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324319014","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021534765,0.0047085327,0.000002446399,0.9114709,0.013048529,0.0008340764,0.0007555719,0.00015467875,0.047490522],"genre_scores_gemma":[0.08107151,0.007803792,0.00011229643,0.8093821,0.06674539,0.0008031422,0.0012631825,0.00033055266,0.032488063],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978361,0.00029796906,0.00039316752,0.00035571586,0.00030264887,0.000814409],"domain_scores_gemma":[0.99800485,0.00021712416,0.00038086437,0.0013362432,0.000018854666,0.000042086598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037669926,0.00034177702,0.00047938677,0.000028058252,0.00039537685,0.00004602193,0.0012573383,0.00042754388,0.00039837917],"category_scores_gemma":[0.000006676161,0.00016028344,0.00044194993,0.00037120088,0.00021020917,0.000029720595,0.000101299,0.0010698271,0.00076334365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014293664,0.000040846116,0.09750514,0.00007907918,0.00040456274,0.00000280709,0.00009485308,7.994342e-7,2.8278512e-8,0.0011697997,0.8920132,0.0085459715],"study_design_scores_gemma":[0.0009790914,0.00019360668,0.21818005,0.0000804877,0.0001163021,0.000012437916,0.00013790866,0.0000028124248,6.9345866e-8,0.02591296,0.75415874,0.00022553008],"about_ca_topic_score_codex":0.0016927287,"about_ca_topic_score_gemma":0.0007726785,"teacher_disagreement_score":0.13785443,"about_ca_system_score_codex":0.000118360265,"about_ca_system_score_gemma":0.000086500484,"threshold_uncertainty_score":0.9811493},"labels":[],"label_agreement":null},{"id":"W4327747295","doi":"10.1007/s00127-023-02450-y","title":"Psychological distress, non-medical use of prescription medications, and perceived unmet mental health care needs: a cross-sectional study of Ontario students","year":2023,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health; University of Ottawa","funders":"","keywords":"Medical prescription; Mental health; Medicine; Cross-sectional study; Psychiatry; Public health; Distress; Coping (psychology); Mental illness; Family medicine; Clinical psychology; Nursing","score_opus":0.07802049394000914,"score_gpt":0.4609872111951586,"score_spread":0.38296671725514947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327747295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98917216,0.0020118721,0.000017451071,0.0025797496,0.0042672805,0.0013960216,0.00025194488,0.000061209495,0.00024231797],"genre_scores_gemma":[0.996806,0.0005007874,0.00029770724,0.00077778776,0.000489292,0.00016048603,0.0005164618,0.000022812821,0.00042866895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952414,0.0012019206,0.0017035058,0.0007592218,0.0005029404,0.0005910213],"domain_scores_gemma":[0.99798715,0.00045616057,0.0008354113,0.00031568247,0.00007078784,0.00033477994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016522899,0.00032122323,0.0009157932,0.00037530178,0.00080603326,0.00001902469,0.00034696615,0.00052887155,0.00036690373],"category_scores_gemma":[0.00007996918,0.00028015443,0.00015913883,0.0006651874,0.0005119841,0.00012870751,0.00015565027,0.000544773,0.000013348086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007482662,0.0024681005,0.96529216,0.0001796488,0.00027136743,0.0000015504484,0.017991623,8.770332e-7,5.9674727e-7,0.0015319013,0.008760609,0.0027533176],"study_design_scores_gemma":[0.004378493,0.0022045777,0.983187,0.000032449014,0.00006714776,0.0000174291,0.008674231,0.000005964643,2.2720778e-8,0.00080138206,0.00044403196,0.00018724808],"about_ca_topic_score_codex":0.025359424,"about_ca_topic_score_gemma":0.013881409,"teacher_disagreement_score":0.01789488,"about_ca_system_score_codex":0.00014036524,"about_ca_system_score_gemma":0.00016504728,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W4360812077","doi":"10.1080/01459740.2023.2186230","title":"Hallucinations of the “China Dream”: Forbidden Voice, Articulation, and Schizophrenia in China","year":2023,"lang":"en","type":"article","venue":"Medical Anthropology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Articulation (sociology); Dream; China; Schizophrenia (object-oriented programming); Psychology; Audiology; Medicine; History; Psychiatry; Political science; Psychotherapist","score_opus":0.019320271451845564,"score_gpt":0.37340421282065706,"score_spread":0.3540839413688115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360812077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96683395,0.00028778252,0.000055365726,0.02839837,0.0008986917,0.00026091773,0.000008453098,0.000034629527,0.003221861],"genre_scores_gemma":[0.998668,0.00009158324,0.000024026187,0.00017531098,0.00007969555,0.000045411398,0.000018865225,0.000008628053,0.0008884536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880475,0.00019239364,0.00031588133,0.00020917896,0.00020472893,0.00027309603],"domain_scores_gemma":[0.99947804,0.00014396562,0.00007991426,0.00019516922,0.000012756452,0.00009014064],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030995085,0.00009043104,0.00019321371,0.00012539598,0.00018418598,0.000003960616,0.0001691462,0.0001504909,0.0035663883],"category_scores_gemma":[0.00013412189,0.00005876791,0.000033392756,0.00047752325,0.00073460565,0.000039744868,0.00011179984,0.0001864271,0.00013335411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022479262,0.0009585556,0.7013531,0.00012698295,0.00009320586,0.00014629206,0.006983797,0.000006870828,0.000065199165,0.13816985,0.010032298,0.14183907],"study_design_scores_gemma":[0.0012727439,0.00009443455,0.9899015,0.000032097945,0.000011317328,0.000025372205,0.00038467738,0.00048672434,0.000055567543,0.0069960356,0.0006837095,0.000055832257],"about_ca_topic_score_codex":0.0025472208,"about_ca_topic_score_gemma":0.0023596727,"teacher_disagreement_score":0.2885484,"about_ca_system_score_codex":0.00001993172,"about_ca_system_score_gemma":0.000034808407,"threshold_uncertainty_score":0.9973445},"labels":[],"label_agreement":null},{"id":"W4360942033","doi":"10.1093/ntr/ntad047","title":"Embrace the Smoker: Person-First Language Is not a Solution to Stigma","year":2023,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Stigma (botany); Mental health; Addiction; Public health; Library science; Medicine; Psychology; Psychiatry; Nursing","score_opus":0.20491161861331025,"score_gpt":0.48671858360868575,"score_spread":0.2818069649953755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360942033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9077426,0.0005072562,0.0000049420637,0.06735435,0.0005156946,0.0012024282,0.000055262222,0.0001744471,0.022443026],"genre_scores_gemma":[0.92218107,0.000045464127,0.00003289753,0.0016941266,0.00050612976,0.0004714177,0.00004500823,0.00004136481,0.074982546],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9967088,0.00037430122,0.00024798597,0.0005915574,0.00087297737,0.0012043777],"domain_scores_gemma":[0.99811465,0.0006226338,0.000048200323,0.000830073,0.00012716014,0.0002572637],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002004466,0.00018190917,0.00019695835,0.0003343927,0.0011428389,0.00012661285,0.0007054589,0.00012742679,0.0050970796],"category_scores_gemma":[0.00015190303,0.00012937437,0.000092583454,0.0017520107,0.000113759364,0.00010556435,0.0003359061,0.00056753337,0.022135794],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039575028,0.00033516358,0.028957147,0.00007511092,0.00007895493,0.00008191707,0.023235327,0.0000042718552,0.0012498586,0.0017469305,0.8346359,0.10920366],"study_design_scores_gemma":[0.0037887746,0.0013152788,0.6914221,0.00022299348,0.000042843592,0.000030411207,0.04062968,0.0005350591,0.009206374,0.00011810112,0.2520278,0.00066055823],"about_ca_topic_score_codex":0.0064528203,"about_ca_topic_score_gemma":0.0016236441,"teacher_disagreement_score":0.662465,"about_ca_system_score_codex":0.00019425759,"about_ca_system_score_gemma":0.000052708885,"threshold_uncertainty_score":0.9958124},"labels":[],"label_agreement":null},{"id":"W4361000870","doi":"10.1007/s11469-023-01040-y","title":"Mental Health Symptom Profiles and Treatment Parameters Among Asian Indians: Latent Profile Analyses","year":2023,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Latent class model; Multinomial logistic regression; Health psychology; Clinical psychology; Psychology; Psychiatry; Public health; Logistic regression; Medicine; Internal medicine","score_opus":0.05837967512329116,"score_gpt":0.41944638683178864,"score_spread":0.36106671170849747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361000870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98232156,0.0028969091,0.000008922511,0.011086634,0.0023278398,0.00072821986,0.00035107182,0.00004186091,0.00023697087],"genre_scores_gemma":[0.9913715,0.005928698,0.00023669864,0.0007875286,0.00026320387,0.000056649984,0.0006830048,0.00001976208,0.0006529706],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980212,0.00018142711,0.00073525956,0.00026174952,0.0004307725,0.0003696106],"domain_scores_gemma":[0.99862754,0.0000453942,0.00068732287,0.00007896394,0.000051517556,0.0005092513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035445666,0.0002033179,0.0003301025,0.00048997375,0.0003708126,0.00007186018,0.00011503518,0.00006390562,0.0001701704],"category_scores_gemma":[0.0000060540797,0.00015937696,0.00009232372,0.00017312901,0.00008667591,0.0003137683,0.000039396604,0.00014741463,0.000029020648],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011456322,0.00069681735,0.20187123,0.00005158065,0.0008205409,0.000065482614,0.011834129,0.000003807088,0.00004602835,0.00015405225,0.015134717,0.76817596],"study_design_scores_gemma":[0.010464968,0.0077973637,0.954973,0.0012155613,0.000056142973,0.0007153939,0.013520596,0.0004862824,0.00038718048,0.00014548676,0.0098840045,0.0003540112],"about_ca_topic_score_codex":0.00088342646,"about_ca_topic_score_gemma":0.000106255284,"teacher_disagreement_score":0.76782197,"about_ca_system_score_codex":0.00064802414,"about_ca_system_score_gemma":0.00011704381,"threshold_uncertainty_score":0.64992034},"labels":[],"label_agreement":null},{"id":"W4361225361","doi":"10.1016/j.lanepe.2023.100621","title":"Epidemiological overview of major depressive disorder in Scandinavia using nationwide registers","year":2023,"lang":"en","type":"article","venue":"The Lancet Regional Health - Europe","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Institute of Mental Health; Horizon 2020; Horizon 2020 Framework Programme; European Research Council; National Institutes of Health; Vetenskapsrådet; H2020 European Research Council; Norges Forskningsråd; European Commission","keywords":"Epidemiology; Medicine; Psychiatry; Psychology; Pathology","score_opus":0.33633661174620066,"score_gpt":0.48985158573602267,"score_spread":0.153514973989822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361225361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.941525,0.008906082,0.000047936486,0.045259114,0.00044036054,0.0008270726,0.00003790918,0.00007466988,0.0028818713],"genre_scores_gemma":[0.9860325,0.0037072955,0.00016000796,0.008225347,0.0003102779,0.000089299654,0.00009773393,0.000028723969,0.0013488044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997413,0.0009827395,0.0005469328,0.0003087761,0.00020365621,0.00054493],"domain_scores_gemma":[0.9984802,0.0006337507,0.00038772088,0.0003701226,0.000037584738,0.00009060953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012742159,0.00014978363,0.0004913835,0.0001124252,0.0002225311,0.0000070309557,0.000332782,0.000057606372,0.00012638087],"category_scores_gemma":[0.000075725926,0.00009451875,0.00005970564,0.0007654396,0.0001476111,0.000059389866,0.000091319525,0.00022571202,0.00014050961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001222709,0.0004492726,0.7689182,0.0010188279,0.00009232071,0.00013859016,0.0024111446,0.00036713318,0.000021043072,0.106492355,0.0838484,0.035019968],"study_design_scores_gemma":[0.0018739568,0.00014097578,0.97272944,0.00041834373,0.000010102446,0.000030442845,0.0001864255,0.00036336976,0.0000018204478,0.002879919,0.021243054,0.00012213469],"about_ca_topic_score_codex":0.002722373,"about_ca_topic_score_gemma":0.00025099365,"teacher_disagreement_score":0.20381121,"about_ca_system_score_codex":0.000074774565,"about_ca_system_score_gemma":0.000053115,"threshold_uncertainty_score":0.4115432},"labels":[],"label_agreement":null},{"id":"W4361290659","doi":"10.14740/jocmr4868","title":"Public Stigma Related to People With Mental Health Conditions Among Japanese Company Employees","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental illness; Stigma (botany); Social distance; Attendance; Mental health; Medicine; Psychiatry; Social stigma; Clinical psychology; Unemployment; Psychology; Family medicine; Coronavirus disease 2019 (COVID-19)","score_opus":0.3915528774134814,"score_gpt":0.6187013763000918,"score_spread":0.22714849888661043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361290659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8688485,0.00030165203,0.0000028823094,0.12440299,0.001283726,0.00077895256,0.00001687356,0.00004172494,0.004322717],"genre_scores_gemma":[0.99359137,0.00035971883,0.00003493021,0.00065864506,0.0006766001,0.000043181433,0.00005903648,0.000032218988,0.004544302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932781,0.0017918674,0.0020449925,0.00033216432,0.0016580429,0.0008948299],"domain_scores_gemma":[0.99347454,0.0034106176,0.0005627224,0.00035949575,0.00059600506,0.0015966239],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01149522,0.00016557313,0.00094955787,0.0009818472,0.00057112495,0.000035342255,0.000516273,0.00013894188,0.0028768776],"category_scores_gemma":[0.0012799661,0.00010100011,0.00012370237,0.0023389878,0.0006056264,0.00019772544,0.00011551595,0.0015091827,0.0007096229],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009600776,0.0011492796,0.5808902,0.00007468418,0.0003106353,0.00033033843,0.0067042084,0.0000027895092,0.00000633301,0.0008267769,0.39601845,0.012726217],"study_design_scores_gemma":[0.0058445022,0.01153557,0.96324766,0.00068624306,0.000018308177,0.0001228074,0.0112835,0.000026743537,0.0000018007518,0.0004324638,0.0067018024,0.0000986067],"about_ca_topic_score_codex":0.00084853196,"about_ca_topic_score_gemma":0.0005854823,"teacher_disagreement_score":0.38931665,"about_ca_system_score_codex":0.00014787739,"about_ca_system_score_gemma":0.0003136403,"threshold_uncertainty_score":0.99803466},"labels":[],"label_agreement":null},{"id":"W4362457731","doi":"10.1007/s10597-023-01116-y","title":"Guiding Principles for Implementing Stepped Care in Mental Health: Alignment on the Bigger Picture","year":2023,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Spinal Cord Injury BC; Memorial University of Newfoundland; Centre for Advancing Health Outcomes; McGill University Health Centre; University of British Columbia; McGill University; Douglas Mental Health University Institute","funders":"Cundill Centre for Child and Youth Depression","keywords":"Mental health; Public health; Psychology; Mental health care; Health care; Medicine; Nursing; Psychiatry; Political science","score_opus":0.28047300429366284,"score_gpt":0.4766771640167462,"score_spread":0.19620415972308336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362457731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94552135,0.0023624094,0.00001203096,0.043318555,0.0027051505,0.0037350345,0.00040736518,0.000094160845,0.0018439317],"genre_scores_gemma":[0.9884156,0.0007733907,0.0001942873,0.008392953,0.0003205836,0.00034204873,0.0007827848,0.00006279414,0.000715548],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940936,0.0022913034,0.0012701574,0.0002775313,0.00049534556,0.001572049],"domain_scores_gemma":[0.9977218,0.0005280109,0.0007184032,0.0005795715,0.0000449474,0.00040726305],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0054519903,0.0003524841,0.00047628547,0.00035314308,0.007562668,0.00012430306,0.0007554055,0.00009453682,0.0004061422],"category_scores_gemma":[0.000026668105,0.0002607775,0.00017390311,0.00045470934,0.0000675258,0.00013605537,0.0003683792,0.0010139785,0.00008343256],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021224532,0.0023246382,0.030232387,0.0013603315,0.00032950862,0.00003139611,0.42177373,0.000028643777,0.00011490121,0.0068576033,0.23088238,0.30394205],"study_design_scores_gemma":[0.011914324,0.0053534806,0.047127474,0.0020980479,0.000017154724,0.00016606938,0.6079147,0.00017449973,0.00034300846,0.0006055255,0.32367924,0.0006065127],"about_ca_topic_score_codex":0.0010783174,"about_ca_topic_score_gemma":0.0022029076,"teacher_disagreement_score":0.30333552,"about_ca_system_score_codex":0.0022839708,"about_ca_system_score_gemma":0.00020940312,"threshold_uncertainty_score":0.99998444},"labels":[],"label_agreement":null},{"id":"W4362569011","doi":"10.3917/rsi.151.0043","title":"Vécu des infirmières lors de la pandémie de COVID-19 et conséquences sur leur relation avec les patients : une recherche qualitative consensuelle","year":2023,"lang":"fr","type":"article","venue":"Recherche en soins infirmiers","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Political science; Philosophy; Medicine","score_opus":0.5337464805503503,"score_gpt":0.5823100144775786,"score_spread":0.04856353392722823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362569011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9385492,0.0023555157,0.0010853237,0.021250872,0.0008898123,0.0013292889,0.00034383437,0.00044473796,0.033751424],"genre_scores_gemma":[0.93772393,0.007538722,0.014086902,0.0032288868,0.00021320446,0.00034862978,0.00054110185,0.00016587194,0.036152758],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.94521064,0.051011525,0.0010676843,0.0008682918,0.00044845763,0.0013933788],"domain_scores_gemma":[0.93909854,0.058787942,0.00056643755,0.0005202471,0.00020085613,0.0008259859],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.026198814,0.00068552425,0.00074802316,0.00049331045,0.0008094842,0.00015846528,0.0005135482,0.0030664012,0.0010760069],"category_scores_gemma":[0.020179575,0.00070845755,0.0002822892,0.002347391,0.002214423,0.00045664757,0.00017744789,0.0031104663,0.00082109316],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008962336,0.0010266266,0.32044557,0.0011517927,0.0006499315,0.0002446325,0.51188475,0.00062087097,0.0001647883,0.017361311,0.024534395,0.12101908],"study_design_scores_gemma":[0.0136849275,0.0015012603,0.23764414,0.001509978,0.0006401096,0.00016396146,0.2318736,0.0015993776,0.0012835301,0.29323405,0.21465167,0.002213407],"about_ca_topic_score_codex":0.07850257,"about_ca_topic_score_gemma":0.0071819285,"teacher_disagreement_score":0.28001118,"about_ca_system_score_codex":0.005405567,"about_ca_system_score_gemma":0.0025822571,"threshold_uncertainty_score":0.9999569},"labels":[],"label_agreement":null},{"id":"W4362632992","doi":"10.1186/s12889-023-15452-x","title":"Mental health challenges, treatment experiences, and care needs of post-secondary students: a cross-sectional mixed-methods study","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Optech (Canada); St. Lawrence College; Waypoint Centre for Mental Health Care; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Medicine; Biostatistics; Population; Anxiety; Public health; Help-seeking; Mental distress; Family medicine; Psychiatry; Nursing; Environmental health","score_opus":0.12239022133846261,"score_gpt":0.503313027013518,"score_spread":0.3809228056750554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362632992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97121173,0.020268327,0.000016506985,0.0022248274,0.0022159899,0.0028248993,0.00028375967,0.000188721,0.00076522474],"genre_scores_gemma":[0.99459887,0.0015026657,0.0004500241,0.0005110301,0.0001715076,0.0013538724,0.0004908534,0.000044349603,0.0008768552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99487495,0.001698666,0.0011124815,0.0006826872,0.00056712696,0.0010640998],"domain_scores_gemma":[0.997903,0.00024642184,0.0004630184,0.0005298665,0.00011062411,0.0007470919],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026869385,0.00035934924,0.0006926867,0.0006506528,0.000847987,0.00011775876,0.0003717744,0.00012498246,0.0005954557],"category_scores_gemma":[0.000027091552,0.00030589695,0.00011082839,0.0007113263,0.00015741096,0.00027247472,0.00022237477,0.00018555419,0.00005769586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011036228,0.0019804896,0.47891688,0.0003167001,0.00010746512,0.000004178095,0.25414544,1.2429432e-7,6.18275e-7,0.0003972138,0.0004867308,0.2635338],"study_design_scores_gemma":[0.0029997842,0.0042587016,0.6154813,0.000015653843,0.0000028310617,0.000016469872,0.37008104,0.000002001492,0.0000016015804,0.000008211338,0.0070110788,0.00012127239],"about_ca_topic_score_codex":0.0062517948,"about_ca_topic_score_gemma":0.0017716642,"teacher_disagreement_score":0.26341254,"about_ca_system_score_codex":0.000992373,"about_ca_system_score_gemma":0.0010427522,"threshold_uncertainty_score":0.9999393},"labels":[],"label_agreement":null},{"id":"W4362668535","doi":"10.3390/healthcare11071049","title":"Validation of the Opening Minds Scale for Health Care Providers (OMS-HC): Factor Structure and Psychometric Properties of the Brazilian Version","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Universidade de São Paulo; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Cronbach's alpha; Scale (ratio); Stigma (botany); Psychological intervention; Mental health; Psychology; Context (archaeology); Reliability (semiconductor); Clinical psychology; Health care; Mental illness; Psychiatry; Psychometrics; Nursing; Medicine; Geography","score_opus":0.06150209721616615,"score_gpt":0.3853263127523148,"score_spread":0.32382421553614865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362668535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98466676,0.0020393664,9.0269896e-7,0.009407146,0.00091467286,0.0024975021,0.00041636993,0.00002207528,0.000035213612],"genre_scores_gemma":[0.99900746,0.000035307738,0.00003463183,0.00041762603,0.00004644604,0.00008164801,0.000046684498,0.00001971253,0.0003105054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860173,0.00021462212,0.00036358793,0.00026994356,0.0002442367,0.00030590384],"domain_scores_gemma":[0.99908286,0.000057487752,0.00032407162,0.00035024405,0.00010572599,0.00007963252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014244526,0.00013062872,0.00023926933,0.00014702491,0.00048161254,0.000014613646,0.00023562636,0.00010711732,0.000032781114],"category_scores_gemma":[0.000028332017,0.0000732068,0.00007345536,0.00079844764,0.00008395012,0.00008549892,0.0000764212,0.00013236135,0.0000022133868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043670868,0.00005672317,0.86945736,0.0059491736,0.00003528427,1.8883425e-7,0.03667542,0.000006463191,0.00087579875,0.00008716588,0.0031293544,0.08329035],"study_design_scores_gemma":[0.0017634827,0.00056448014,0.9588199,0.00065810484,0.000021624011,0.0000031942413,0.015645836,0.00002443553,0.021125067,0.00007186261,0.0011687042,0.00013330152],"about_ca_topic_score_codex":0.001437112,"about_ca_topic_score_gemma":0.000491661,"teacher_disagreement_score":0.08936255,"about_ca_system_score_codex":0.00011390047,"about_ca_system_score_gemma":0.00012015237,"threshold_uncertainty_score":0.3704223},"labels":[],"label_agreement":null},{"id":"W4362717065","doi":"","title":"Health Reporting from Different Data Sources: Does it Matter for Mental Health?","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Cohen's kappa; Statistic; Psychology; Psychiatry; Medicine; Gerontology; Statistics; Mathematics","score_opus":0.18160606299641022,"score_gpt":0.4236720654866448,"score_spread":0.2420660024902346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362717065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8652623,0.0007997407,0.00005606078,0.12205285,0.0037479359,0.004489289,0.0022905492,0.00025951938,0.0010417296],"genre_scores_gemma":[0.9614667,0.0000915917,0.00013925126,0.01282903,0.0006869322,0.0052191587,0.008676389,0.00006103496,0.010829868],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9967814,0.00012704747,0.0011453992,0.00071374775,0.0002074326,0.0010249527],"domain_scores_gemma":[0.99761176,0.0001748344,0.0010519312,0.0008307488,0.0000093915105,0.00032130655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101131,0.00019580031,0.00044701467,0.00009439569,0.00045034068,0.000061588544,0.00040408148,0.00006040234,0.0005433726],"category_scores_gemma":[0.00003393236,0.00013555589,0.00006749214,0.00012271652,0.000029061992,0.00012507165,0.0002457165,0.00011037052,0.00027184346],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013066393,0.00024009567,0.22984435,0.00019947035,0.00012365737,0.000007875717,0.002463631,1.5012682e-7,7.3382733e-7,0.000049721053,0.4221856,0.34475407],"study_design_scores_gemma":[0.0013428446,0.000040821145,0.93324393,0.000043833592,0.000012135309,0.0000036896506,0.0020950332,0.000032720534,0.000016917116,0.00034970127,0.06265573,0.00016261838],"about_ca_topic_score_codex":0.003237335,"about_ca_topic_score_gemma":0.0013020512,"teacher_disagreement_score":0.7033996,"about_ca_system_score_codex":0.00020830322,"about_ca_system_score_gemma":0.000021647982,"threshold_uncertainty_score":0.59495485},"labels":[],"label_agreement":null},{"id":"W4365141692","doi":"10.1186/s12913-023-09335-5","title":"Mental health service use and associated predisposing, enabling and need factors in community living adults and older adults across Canada","year":2023,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Université de Montréal; Mental Health Commission of Canada; Carleton University; Centre Hospitalier Universitaire de Sherbrooke; Concordia University; Institut Universitaire de Gériatrie de Montréal; McGill University; Douglas Mental Health University Institute; Université de Sherbrooke; Hôpital Charles-Le Moyne; Alberta Health Services","funders":"Health Canada; Dalhousie University; Canadian Institutes of Health Research; Alberta Cancer Foundation; Partenariat Canadien Contre Le Cancer; Alberta Health Services","keywords":"Mental health; Medicine; Public health; Gerontology; Depression (economics); Environmental health; Logistic regression; Psychiatry; Nursing","score_opus":0.08177031448048014,"score_gpt":0.4476710047863598,"score_spread":0.3659006903058797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365141692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934587,0.0024815334,1.6880709e-7,0.0012026783,0.00023347636,0.0020735853,0.00044516625,0.000083935054,0.000020768177],"genre_scores_gemma":[0.9962893,0.0012561064,0.000018234929,0.0016389047,0.000036218717,0.00010604401,0.0004740695,0.000045648972,0.00013547833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99357855,0.002699141,0.0006726438,0.0006074312,0.0006325799,0.001809637],"domain_scores_gemma":[0.99622905,0.0021793833,0.00022929974,0.00038314724,0.00015553941,0.00082355615],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038756516,0.0002873544,0.00050414604,0.00025055895,0.0025285445,0.00023389889,0.0002935537,0.00017308601,0.000031780164],"category_scores_gemma":[0.000057174555,0.00027345336,0.000016612297,0.0013612182,0.0000823265,0.00042455358,0.00066330686,0.0009739138,0.000005034633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027629314,0.00021379282,0.83092993,0.0046144766,0.000019044812,0.000006539054,0.15892704,7.0120444e-7,0.0000017834739,0.00000415998,0.00013140317,0.00487481],"study_design_scores_gemma":[0.002158487,0.0002663534,0.8277564,0.0030032906,0.0000013874177,0.0000039062015,0.165264,0.0012856638,0.0000029724797,0.0000034618265,0.0001088482,0.00014525406],"about_ca_topic_score_codex":0.978393,"about_ca_topic_score_gemma":0.9902522,"teacher_disagreement_score":0.011859206,"about_ca_system_score_codex":0.0007497096,"about_ca_system_score_gemma":0.00043373756,"threshold_uncertainty_score":0.99997175},"labels":[],"label_agreement":null},{"id":"W4365458899","doi":"10.1097/ceh.0000000000000509","title":"Using “Big Data” to Provide Insights into Early Adopters of Continuing Professional Development: An Example from Project ECHO","year":2023,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Echo (communications protocol); Continuing medical education; Medicine; Health care; Nursing; Professional development; Family medicine; Psychology; Medical education; Continuing education; Psychiatry; Political science","score_opus":0.28471871563432416,"score_gpt":0.5041027920411001,"score_spread":0.21938407640677593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365458899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883072,0.00054736924,0.00021882751,0.001533761,0.007356575,0.0019014155,0.000009320325,0.00002566727,0.000099862635],"genre_scores_gemma":[0.9919622,0.00002803196,0.005453488,0.0006991685,0.00064781954,0.00011426757,0.00012478922,0.000030381509,0.000939851],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99555755,0.0014584161,0.0016406393,0.0003612111,0.0005145275,0.0004676761],"domain_scores_gemma":[0.9966865,0.000638078,0.0015789516,0.0006191093,0.00025977218,0.00021758031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030002294,0.0002044308,0.00048849394,0.0007664158,0.00041272273,0.000044567736,0.00089775264,0.00012504624,0.000030770803],"category_scores_gemma":[0.0001284744,0.00013971717,0.000046782825,0.00094671256,0.00004450407,0.00053666666,0.00017598286,0.0005890374,0.000016097707],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003833183,0.0010065062,0.023347272,0.00017208276,0.00003594825,0.000009327453,0.6200139,0.0000036652166,0.00049917854,0.00016238214,0.005329298,0.34903714],"study_design_scores_gemma":[0.0033196541,0.00070786994,0.48099586,0.012851655,0.00006692069,0.000026782413,0.4709678,0.00011030721,0.00031746362,0.0012456541,0.028956791,0.00043322222],"about_ca_topic_score_codex":0.006086128,"about_ca_topic_score_gemma":0.0010772021,"teacher_disagreement_score":0.4576486,"about_ca_system_score_codex":0.00023618517,"about_ca_system_score_gemma":0.0018529,"threshold_uncertainty_score":0.9200445},"labels":[],"label_agreement":null},{"id":"W4366236133","doi":"10.1111/jgs.18381","title":"Psychotropic substitutions: Out of the frying pan and into the fire","year":2023,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Sinai Health System; Women's College Hospital; University Health Network; University of Toronto; Institute of Health Services and Policy Research","funders":"","keywords":"Medicine; Gerontology","score_opus":0.032349148884880566,"score_gpt":0.36493384716482613,"score_spread":0.3325846982799456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366236133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871406,0.0013337125,0.00002750295,0.008896344,0.0021893366,0.00019758947,0.0000059355452,0.000009332132,0.00019965197],"genre_scores_gemma":[0.9961382,0.0018788709,0.00017815232,0.00087528815,0.00030567398,0.000007776293,4.210614e-7,0.000010590331,0.0006050001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988339,0.00019940299,0.0003833884,0.00010683363,0.0002746188,0.00020183995],"domain_scores_gemma":[0.9983641,0.0002135365,0.00097345625,0.0003384281,0.00006402456,0.00004646253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049995095,0.00010354606,0.00022196211,0.000023869907,0.0005580508,0.000026356347,0.00053735677,0.00003688876,0.000022152413],"category_scores_gemma":[0.00003968147,0.00004584667,0.00033966798,0.00085201336,0.00043273403,0.00005904279,0.00012360788,0.00031086442,0.00000876263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023952953,0.0004780448,0.5534509,0.00015759934,0.0011081689,0.000010498476,0.10886622,0.00007434222,0.0015796039,0.0017129,0.17404352,0.15827869],"study_design_scores_gemma":[0.0008459281,0.00017810421,0.97199875,0.000053207506,0.00019898887,0.00002897405,0.015945146,0.00007313374,0.000085392785,0.001853189,0.008628286,0.00011087726],"about_ca_topic_score_codex":0.0003134309,"about_ca_topic_score_gemma":0.0000170432,"teacher_disagreement_score":0.4185479,"about_ca_system_score_codex":0.00007861855,"about_ca_system_score_gemma":0.000052887935,"threshold_uncertainty_score":0.4292132},"labels":[],"label_agreement":null},{"id":"W4366393717","doi":"10.1016/j.jad.2023.04.027","title":"Evaluating sex-differences in the prevalence and associated factors of mood disorders in Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; University of Toronto; Centre for Addiction and Mental Health; University Health Network","funders":"","keywords":"Mood disorders; Mood; Socioeconomic status; Psychiatry; Population; Affect (linguistics); Logistic regression; Medicine; Clinical psychology; Demography; Psychology; Odds ratio; Environmental health; Anxiety; Internal medicine","score_opus":0.04453275171233433,"score_gpt":0.38194540053378184,"score_spread":0.3374126488214475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366393717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978928,0.00030266042,0.0000010127706,0.0003038124,0.00022704386,0.00037756586,0.000013773154,0.0000027742885,0.00087857834],"genre_scores_gemma":[0.9996961,0.00020827711,0.0000020621862,0.000016623397,0.00000698164,0.000016137737,0.0000021595922,0.000006690201,0.000044997953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983892,0.00058318215,0.00034985188,0.00012599221,0.00031709875,0.00023470652],"domain_scores_gemma":[0.9982797,0.001237602,0.00035017764,0.00007196365,0.000026366846,0.000034201945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084706163,0.000113139926,0.00025707402,0.00018226104,0.0000600452,0.000008634702,0.0001780777,0.000040874456,0.00005511727],"category_scores_gemma":[0.00020814444,0.00007420053,0.00003913573,0.0005485859,0.000046767218,0.000096362906,0.000019850298,0.00022945766,4.8314524e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044716024,0.00014771933,0.97889113,0.000054430508,0.000044731234,0.0000021153344,0.007235015,0.000029181887,0.0000087811195,0.000015650314,0.0000390378,0.0134875085],"study_design_scores_gemma":[0.0013439683,0.00044540968,0.97548044,0.000098150886,0.000020258432,9.15091e-7,0.021616403,0.00013501017,0.000009851901,0.0007840377,0.0000010712384,0.00006448301],"about_ca_topic_score_codex":0.46525466,"about_ca_topic_score_gemma":0.9472263,"teacher_disagreement_score":0.4819716,"about_ca_system_score_codex":0.00017942938,"about_ca_system_score_gemma":0.00013666804,"threshold_uncertainty_score":0.53830624},"labels":[],"label_agreement":null},{"id":"W4366965499","doi":"10.1684/ipe.2022.2436","title":"Innovations et modifications clés des descriptions cliniques et exigences pour le diagnostic du chapitre sur les troubles mentaux, comportementaux et neurodéveloppementaux de la CIM-11 de l’OMS","year":2022,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.07518915582848004,"score_gpt":0.3887583493711623,"score_spread":0.3135691935426823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366965499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7499035,0.0024617168,0.057359815,0.16328923,0.002375632,0.00264867,0.0018784654,0.00036964702,0.019713297],"genre_scores_gemma":[0.95692873,0.004178974,0.013337449,0.018022342,0.00015574062,0.0027378188,0.0029320503,0.000059126756,0.0016477759],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99385977,0.0027491834,0.0017612404,0.000421558,0.00042923476,0.0007790206],"domain_scores_gemma":[0.99680185,0.0011500828,0.0010412344,0.0004857258,0.00026263518,0.00025848232],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031793735,0.00048638022,0.0003899431,0.0006899674,0.0024395464,0.00043798838,0.0005987943,0.00023841683,0.0020294723],"category_scores_gemma":[0.00017467105,0.00056943053,0.0002003787,0.0010645302,0.00033895212,0.0025930433,0.00020800966,0.00083088735,0.00011351066],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118818076,0.0042064926,0.21625154,0.00036221938,0.00020895211,0.000011229332,0.04390195,0.00372151,0.00007173032,0.58904064,0.12939568,0.012709258],"study_design_scores_gemma":[0.006656097,0.000867759,0.42484325,0.0002860408,0.0002604145,0.00033836457,0.081274144,0.0047862534,0.0002057493,0.04025674,0.43910488,0.0011202928],"about_ca_topic_score_codex":0.021068962,"about_ca_topic_score_gemma":0.0075192014,"teacher_disagreement_score":0.5487839,"about_ca_system_score_codex":0.0007647656,"about_ca_system_score_gemma":0.0014047072,"threshold_uncertainty_score":0.9996757},"labels":[],"label_agreement":null},{"id":"W4367852425","doi":"10.3389/fpsyg.2023.1123361","title":"Examining mental health knowledge, stigma, and service use intentions among Royal Canadian Mounted Police cadets","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Institute for Public Safety Research and Treatment; University of Manitoba; University of Regina","funders":"Government of Canada; University of Regina","keywords":"Mental health; Stigma (botany); Psychology; Mental health service; Psychiatry; Clinical psychology; Medicine","score_opus":0.06433724974863969,"score_gpt":0.39796969797359527,"score_spread":0.3336324482249556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367852425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97086686,0.001447142,0.00009087789,0.004174442,0.0074344217,0.0008195943,0.00017629932,0.00014397645,0.01484637],"genre_scores_gemma":[0.9891636,0.00027678776,0.000624858,0.0050561195,0.00012810488,0.00020717832,0.0003763037,0.000056306595,0.004110759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973546,0.0003442479,0.00046960043,0.0006695143,0.00011332355,0.0010486614],"domain_scores_gemma":[0.9988708,0.0000621792,0.00012395471,0.00036820836,0.00003774799,0.00053711794],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040461714,0.00025369614,0.0003796129,0.0010635664,0.00042812462,0.000040757226,0.00026553104,0.0002583407,0.00025474993],"category_scores_gemma":[0.000013082621,0.00027610402,0.00003336859,0.0010397147,0.00015888343,0.00015806366,0.000069869464,0.0003748457,0.00023960567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080404934,0.00015442567,0.6172969,0.000036998936,0.00007858311,0.000037282723,0.010156365,0.00000129825,0.0000040937357,0.00014532957,0.30587018,0.06613816],"study_design_scores_gemma":[0.0020160703,0.0001575333,0.968053,0.00008405388,0.000011057423,0.000022034523,0.006719128,0.00048580332,9.337876e-7,0.0001711995,0.02205841,0.00022078109],"about_ca_topic_score_codex":0.38532075,"about_ca_topic_score_gemma":0.63274014,"teacher_disagreement_score":0.3507561,"about_ca_system_score_codex":0.00034547865,"about_ca_system_score_gemma":0.00008951583,"threshold_uncertainty_score":0.9999691},"labels":[],"label_agreement":null},{"id":"W4368341680","doi":"10.2196/preprints.48709","title":"Evaluating the Psychometric Properties and Clinical Utility of a Digital Psychosocial Self-Screening Tool (HEARTSMAP-U) for Postsecondary Students: Prospective Cohort Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Convergent validity; Mental health; Cohort; Psychology; Standardization; Medicine; Clinical psychology; Family medicine; Psychiatry; Psychometrics; Political science; Pathology","score_opus":0.27068700330421236,"score_gpt":0.5152158349296203,"score_spread":0.24452883162540795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4368341680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9668643,0.0003473068,0.0002215125,0.00027332373,0.0024238913,0.027283568,0.00021568907,0.0002780856,0.0020923123],"genre_scores_gemma":[0.99134254,0.0000436895,0.00068805926,0.000077508405,0.0004095395,0.0054081413,0.000063213774,0.000077427605,0.0018898736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99397683,0.0007193463,0.001958005,0.0018139071,0.0009659507,0.00056597043],"domain_scores_gemma":[0.9960974,0.0013774877,0.00085382315,0.0011550651,0.00038677067,0.00012949079],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006382117,0.0005336008,0.0011543855,0.0002679418,0.00049691903,0.0003606604,0.0008501609,0.00039663038,0.00033456198],"category_scores_gemma":[0.0005790413,0.00035847674,0.0004114272,0.00044123488,0.00024489264,0.00018176247,0.001451685,0.0009774035,0.000039832325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017581669,0.0044527603,0.9273304,0.00029230176,0.0025438652,0.000002285043,0.0044592516,9.1864734e-7,3.2198705e-7,0.000036494606,0.0005660801,0.058557164],"study_design_scores_gemma":[0.0042160642,0.0028533842,0.9846344,0.00013912923,0.00048992486,0.0000030789859,0.005785007,0.00034209015,0.0000024069361,0.0011746201,0.00002598252,0.0003338929],"about_ca_topic_score_codex":0.0005218484,"about_ca_topic_score_gemma":0.00009788053,"teacher_disagreement_score":0.05822327,"about_ca_system_score_codex":0.00010769685,"about_ca_system_score_gemma":0.00012471386,"threshold_uncertainty_score":0.9998867},"labels":[],"label_agreement":null},{"id":"W4372331233","doi":"10.1186/s40337-023-00795-y","title":"A vignette study of mental health literacy for binge-eating disorder in a self-selected community sample","year":2023,"lang":"en","type":"article","venue":"Journal of Eating Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mental health literacy; Helpfulness; Vignette; Psychological intervention; Mental health; Help-seeking; Stigma (botany); Binge-eating disorder; Psychology; Psychiatry; Clinical psychology; Mental illness; Medicine; Bulimia nervosa; Eating disorders; Social psychology","score_opus":0.038889533587129356,"score_gpt":0.4185696705691176,"score_spread":0.3796801369819882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372331233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973747,0.00036503444,0.000092862414,0.00037280165,0.0003240057,0.0012789832,0.000031691663,0.000040765626,0.00011912945],"genre_scores_gemma":[0.9979988,0.000055511468,0.0015873945,0.00011383597,0.00004533074,0.00007375245,0.00005085401,0.000032018164,0.00004250979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729073,0.000740696,0.0011150953,0.00015264003,0.00025208236,0.00044877813],"domain_scores_gemma":[0.99743974,0.0011530156,0.0010133056,0.00019587221,0.00010722908,0.00009083433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014377588,0.00017858058,0.00048848835,0.00046229264,0.0004979408,0.000031629454,0.00027001533,0.00005197545,0.000057541434],"category_scores_gemma":[0.00019180008,0.00015956059,0.00009853749,0.0010800682,0.000023266834,0.00020480836,0.000060181315,0.00041304145,0.0000027362414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035736358,0.0036948535,0.8453305,0.00018240485,0.0001552579,0.0000022358834,0.102735505,0.0000685244,0.000027216465,0.000022900147,0.0005521029,0.046871167],"study_design_scores_gemma":[0.013888271,0.009549587,0.87828505,0.0006535142,0.000044075547,0.00000825123,0.094598874,0.0017165691,0.0000035213502,0.000620539,0.00039187458,0.00023987095],"about_ca_topic_score_codex":0.0059108473,"about_ca_topic_score_gemma":0.0034279653,"teacher_disagreement_score":0.046631295,"about_ca_system_score_codex":0.00012900567,"about_ca_system_score_gemma":0.000062692765,"threshold_uncertainty_score":0.89354724},"labels":[],"label_agreement":null},{"id":"W4376149498","doi":"10.1037/rmh0000228","title":"Health disparities among rural individuals with mental health conditions: A systematic literature review.","year":2023,"lang":"en","type":"article","venue":"Rural Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Centers for Disease Control and Prevention; National Institute of Mental Health; Epilepsy Society; Teva Pharmaceutical Industries; International Society for Bipolar Disorders; National Institutes of Health; H. Lundbeck A/S; Johns Hopkins University; Patient-Centered Outcomes Research Institute","keywords":"Mental health; Medicine; Mood disorders; Psychiatry; Rural area; Health equity; Telehealth; Suicide prevention; Rural health; Poison control; Anxiety; Gerontology; Health care; Environmental health; Public health; Telemedicine; Nursing","score_opus":0.022338606070292654,"score_gpt":0.39132206931812963,"score_spread":0.368983463247837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376149498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39215475,0.3884507,0.0000069868174,0.1825116,0.0037371847,0.02434237,0.0067280247,0.0012749654,0.00079340744],"genre_scores_gemma":[0.81918913,0.10317676,0.00018596125,0.045316264,0.00033365353,0.0031495036,0.020848108,0.00017827326,0.0076223398],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99310523,0.0014813802,0.0018348794,0.0006590675,0.00094696175,0.001972486],"domain_scores_gemma":[0.99670905,0.00014918951,0.0012890655,0.0007022431,0.00004995217,0.0011004879],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017282472,0.00068756717,0.0018058738,0.00043440625,0.0020802694,0.0001628082,0.00043918652,0.00013364866,0.00038993137],"category_scores_gemma":[0.000010586914,0.00051779056,0.00020794389,0.001503275,0.0002173962,0.00059294543,0.00013839857,0.00055727345,0.00076628436],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022498553,0.0010788565,0.05683362,0.24447602,0.00046257884,0.00005228074,0.02441702,7.744622e-7,0.0000015077217,0.006127075,0.6607275,0.0055977805],"study_design_scores_gemma":[0.0100179,0.008082823,0.24834017,0.6787942,0.0001002268,0.0013269217,0.046976514,0.000055366672,0.000009295537,0.00049754395,0.0040730676,0.0017259514],"about_ca_topic_score_codex":0.0037629262,"about_ca_topic_score_gemma":0.0008975775,"teacher_disagreement_score":0.6566544,"about_ca_system_score_codex":0.0014170071,"about_ca_system_score_gemma":0.0003004274,"threshold_uncertainty_score":0.99972737},"labels":[],"label_agreement":null},{"id":"W4376279774","doi":"10.29173/cjen209","title":"Exploring Mental health Barriers in Emergency Rooms (EMBER)","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Stigma (botany); Psychological intervention; Mental illness; Nursing; Public health; Intervention (counseling); Addiction; Medicine; Psychology; Psychiatry","score_opus":0.1748194850537915,"score_gpt":0.4142560157086643,"score_spread":0.23943653065487283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376279774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95398456,0.0047690943,0.000008102878,0.0063648233,0.028417774,0.00027491915,0.00003553788,0.00001939284,0.0061258255],"genre_scores_gemma":[0.99700993,0.0012934582,0.000034620818,0.000080655576,0.00044698617,0.000018103661,0.0000244008,0.00004036386,0.0010514999],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973468,0.0001637621,0.001047603,0.00022802546,0.0002149851,0.0009987974],"domain_scores_gemma":[0.9979391,0.00001259684,0.00033767344,0.00018361166,0.000049565497,0.0014774601],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006444151,0.00019376389,0.00031939655,0.001046063,0.00048640204,0.000013380849,0.00028069018,0.000061374056,0.0078056604],"category_scores_gemma":[0.00003474727,0.00020160536,0.00014511848,0.0011853898,0.000034271074,0.00042785725,0.000006708319,0.00031084692,0.0001823584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013668988,0.0001437573,0.33066362,0.00011171211,0.00015359266,0.0007914545,0.10105924,0.00013212858,0.00006729857,0.0017749504,0.29259652,0.27236906],"study_design_scores_gemma":[0.003684863,0.0012658216,0.8293241,0.0018954807,0.000061475155,0.00023400284,0.0933803,0.00019792619,0.000101439575,0.0046741767,0.06411391,0.0010664508],"about_ca_topic_score_codex":0.013243224,"about_ca_topic_score_gemma":0.03442828,"teacher_disagreement_score":0.49866053,"about_ca_system_score_codex":0.00083258684,"about_ca_system_score_gemma":0.00044668178,"threshold_uncertainty_score":0.9933277},"labels":[],"label_agreement":null},{"id":"W4377104870","doi":"10.1016/j.cjco.2023.05.005","title":"Health Security Perceptions: Initial Psychometric Analysis of the Construct of Health Security in Chronic Illness Among Patients With a Cardiac Device","year":2023,"lang":"en","type":"article","venue":"CJC Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Université Laval; University of Alberta; Dalhousie University; Ottawa Public Health; Western University; University of Ottawa","funders":"ZOLL Medical Corporation; Medtronic","keywords":"Construct (python library); Certainty; Scale (ratio); Construct validity; Medicine; Perception; Psychology; Psychometrics; Clinical psychology; Computer science","score_opus":0.03830608024946285,"score_gpt":0.4132831736373424,"score_spread":0.37497709338787955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377104870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942915,0.0004912575,0.000001956919,0.00038243586,0.0004189783,0.0024678595,0.00058318704,0.000017971926,0.0013448817],"genre_scores_gemma":[0.999078,0.00011965325,0.000010281687,0.00020426526,0.000022168202,0.00019640183,0.0003173419,0.000016095315,0.00003580971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971148,0.00094303855,0.00077403843,0.0004159788,0.00030180605,0.0004503424],"domain_scores_gemma":[0.9983806,0.00014438243,0.00066329766,0.00060503057,0.00008939338,0.000117317824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010634058,0.00017735323,0.001030595,0.0007569939,0.00026161238,0.000024739582,0.00058947754,0.000080651334,0.00046759562],"category_scores_gemma":[0.000018460585,0.00012706764,0.00013632394,0.0073080626,0.00020336838,0.00018227223,0.00022449715,0.00021338102,0.00001814086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010954238,0.00036526387,0.96679944,0.00021239127,0.00039134588,6.2494536e-7,0.007189751,0.000012956186,1.6781581e-7,0.00024550344,0.0005649638,0.024108022],"study_design_scores_gemma":[0.002124551,0.00032642225,0.99430335,0.00015968217,0.00010289691,2.71011e-7,0.002558983,0.000054914475,0.0000034151242,0.000109997556,0.0001372945,0.00011825471],"about_ca_topic_score_codex":0.029095635,"about_ca_topic_score_gemma":0.011257928,"teacher_disagreement_score":0.027503852,"about_ca_system_score_codex":0.00044498706,"about_ca_system_score_gemma":0.0003309524,"threshold_uncertainty_score":0.9773697},"labels":[],"label_agreement":null},{"id":"W4377970349","doi":"10.1017/gmh.2023.19.pr14","title":"Author comment: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R2/PR14","year":2023,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Intervention (counseling); Psychology; Medical education; Narrative; Nursing; Fidelity; Medicine; Public relations; Political science; Psychiatry; Social psychology; Engineering","score_opus":0.288683450524929,"score_gpt":0.5488418717344345,"score_spread":0.26015842120950555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377970349","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00237464,0.92388797,0.00009053632,0.03192017,0.00078191387,0.039215166,0.0015580002,0.00012310085,0.00004847861],"genre_scores_gemma":[0.00018618081,0.97419345,0.00081575336,0.004808634,0.00020258852,0.015108531,0.0032522806,0.00010272833,0.0013298298],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914347,0.0048272978,0.001641945,0.0011290396,0.00034856162,0.0006184621],"domain_scores_gemma":[0.9904343,0.005191188,0.0034080516,0.00047535248,0.00024111528,0.00024998226],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005242848,0.0008046198,0.0032661546,0.00024621916,0.0012635732,0.00016296259,0.00027872087,0.00018871654,0.000063739106],"category_scores_gemma":[0.00043199636,0.00044464358,0.00035529592,0.00074349827,0.00027477712,0.00025649142,0.00021288975,0.0005978989,0.000024726867],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014640454,0.00029065774,0.00000350444,0.084565125,0.004932718,0.00015887519,0.087497056,7.9751274e-8,9.786558e-9,0.0011806953,0.023962617,0.79594463],"study_design_scores_gemma":[0.006849702,0.0032737486,0.000015127955,0.13115457,0.002819562,0.00021123227,0.0986822,0.000011336395,3.0489173e-7,0.00036060196,0.75589967,0.00072196947],"about_ca_topic_score_codex":0.05019637,"about_ca_topic_score_gemma":0.014963348,"teacher_disagreement_score":0.79522264,"about_ca_system_score_codex":0.00084758434,"about_ca_system_score_gemma":0.00012946194,"threshold_uncertainty_score":0.9998005},"labels":[],"label_agreement":null},{"id":"W4377972299","doi":"10.1017/gmh.2023.19.pr7","title":"Decision: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R0/PR7","year":2022,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Nursing; Medical education; Intervention (counseling); Medicine; Psychology; Narrative; Psychiatry; Social psychology","score_opus":0.22544434033973,"score_gpt":0.5330281164363688,"score_spread":0.30758377609663884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377972299","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004953456,0.9564606,0.00013779345,0.004363035,0.0008895521,0.03203441,0.0009828937,0.000059502527,0.000118757205],"genre_scores_gemma":[0.00019868555,0.9775306,0.0018644324,0.002683051,0.00017085277,0.014926245,0.0021342926,0.00007082537,0.00042102515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99156934,0.00468191,0.0015677796,0.0012176139,0.00044250643,0.00052083604],"domain_scores_gemma":[0.9879009,0.007930052,0.0032491027,0.00051545806,0.00018545249,0.00021901791],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005079294,0.0007436075,0.003068561,0.00022855792,0.0015775785,0.00013989957,0.0003114985,0.0001379435,0.00057431456],"category_scores_gemma":[0.00058167224,0.0004079886,0.00037689952,0.0007105513,0.00022840252,0.00027698392,0.00027231383,0.0006483639,0.000009834181],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002035632,0.00023892945,0.0000027120175,0.025442678,0.0022979828,0.00017186538,0.046116725,1.0253557e-7,3.6945618e-9,0.00043577034,0.0047900327,0.9184676],"study_design_scores_gemma":[0.005702449,0.0033522411,0.000011008344,0.04224024,0.0016983631,0.00045094962,0.07366848,0.0000044612607,1.1235742e-7,0.00030803148,0.8720333,0.00053034164],"about_ca_topic_score_codex":0.027911909,"about_ca_topic_score_gemma":0.011443887,"teacher_disagreement_score":0.9179372,"about_ca_system_score_codex":0.0010374606,"about_ca_system_score_gemma":0.00017432011,"threshold_uncertainty_score":0.9998372},"labels":[],"label_agreement":null},{"id":"W4377980473","doi":"10.1017/gmh.2023.19.pr5","title":"Recommendation: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R0/PR5","year":2022,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Psychology; Medical education; Nursing; Narrative; Intervention (counseling); Medicine; Psychiatry; Social psychology","score_opus":0.2552756180431564,"score_gpt":0.5329852614873134,"score_spread":0.277709643444157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377980473","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019923483,0.93489003,0.0001292921,0.020523706,0.0010468006,0.039397497,0.0015307637,0.00008123217,0.0004083155],"genre_scores_gemma":[0.000114348426,0.97111434,0.0011751933,0.003591705,0.00017889883,0.016893897,0.0065290257,0.000062360006,0.00034021286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912717,0.005559627,0.0013996297,0.0010550505,0.00026882367,0.0004451923],"domain_scores_gemma":[0.9912772,0.0046026707,0.0034129538,0.00037545044,0.00016315335,0.00016854961],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004738425,0.0006447879,0.0025064265,0.0001957483,0.0015266266,0.00012552473,0.00022481855,0.00011394962,0.0022171168],"category_scores_gemma":[0.0003485892,0.00037500373,0.00028528416,0.0006052031,0.00017413242,0.00030483623,0.00019781408,0.00059188367,0.0000076146976],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011346177,0.00021618346,0.0000022102745,0.026683701,0.0023327225,0.00005390657,0.049501456,5.1619477e-8,3.4594447e-9,0.0003638461,0.0038021097,0.9159092],"study_design_scores_gemma":[0.0042478237,0.0024804398,0.0000052847317,0.013518093,0.0013278304,0.00025438602,0.07535978,0.000004694886,1.15214725e-7,0.0001248114,0.90225405,0.0004226789],"about_ca_topic_score_codex":0.031463794,"about_ca_topic_score_gemma":0.0091640055,"teacher_disagreement_score":0.9154865,"about_ca_system_score_codex":0.0011661611,"about_ca_system_score_gemma":0.00015151472,"threshold_uncertainty_score":0.9998702},"labels":[],"label_agreement":null},{"id":"W4377980497","doi":"10.1017/gmh.2023.19.pr2","title":"Review: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R0/PR2","year":2022,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Nursing; Intervention (counseling); Medicine; Medical education; Fidelity; Psychology; Psychiatry; Social psychology","score_opus":0.22115550445928897,"score_gpt":0.5286508225357965,"score_spread":0.30749531807650754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377980497","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047748818,0.94401777,0.000026935535,0.009523216,0.0005757504,0.043774847,0.0014325569,0.000061060135,0.000110357476],"genre_scores_gemma":[0.000019874775,0.9615345,0.0006547597,0.009451145,0.00015152823,0.023313766,0.004355681,0.00007618771,0.00044257712],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98893195,0.007039304,0.001818403,0.0012594359,0.00038479708,0.00056611485],"domain_scores_gemma":[0.99023813,0.004457949,0.004302948,0.00057687506,0.00020269203,0.00022141375],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006431336,0.0008350442,0.0039404402,0.00018845133,0.0013850386,0.00009852985,0.00032728197,0.00012310239,0.000543919],"category_scores_gemma":[0.00065547705,0.0004638618,0.00045839243,0.00077694695,0.00023987344,0.0002810744,0.00025246013,0.0007348171,0.000010407311],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079111697,0.00022067875,0.0000013829114,0.17101355,0.00253308,0.00010520718,0.02714061,2.5235241e-8,3.6162227e-9,0.00029358908,0.021234864,0.7766659],"study_design_scores_gemma":[0.0029112243,0.0020811053,0.000002504768,0.1348708,0.0022904077,0.0003078384,0.025655273,0.0000015059917,6.2017165e-8,0.00006949402,0.8313739,0.00043594252],"about_ca_topic_score_codex":0.032441746,"about_ca_topic_score_gemma":0.0077870064,"teacher_disagreement_score":0.810139,"about_ca_system_score_codex":0.0010693372,"about_ca_system_score_gemma":0.00018484896,"threshold_uncertainty_score":0.999915},"labels":[],"label_agreement":null},{"id":"W4377980501","doi":"10.1017/gmh.2023.19.pr1","title":"Author comment: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R0/PR1","year":2022,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Intervention (counseling); Narrative; Nursing; Fidelity; Psychology; Medical education; Medicine; Public relations; Political science; Psychiatry; Social psychology","score_opus":0.25756243833629705,"score_gpt":0.5342640156322932,"score_spread":0.27670157729599615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377980501","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020241588,0.9306266,0.000071383256,0.027097909,0.0007684351,0.037645154,0.0015818122,0.000073108116,0.00011146794],"genre_scores_gemma":[0.00021394738,0.9668606,0.0009070785,0.0069047636,0.00015117403,0.020145891,0.004021348,0.000080803555,0.0007144307],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9898347,0.00652715,0.0015374059,0.0011367244,0.00039030178,0.0005737005],"domain_scores_gemma":[0.9904619,0.0050758575,0.00358545,0.0004902921,0.00015542214,0.00023109719],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0053503374,0.00077899545,0.0030745985,0.00022034305,0.0017759391,0.00014266072,0.00030565014,0.00013743382,0.00046448715],"category_scores_gemma":[0.0003583145,0.0004452739,0.0003616961,0.0006259793,0.0002500533,0.00026068857,0.00027497386,0.00072683487,0.0000075826847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016426884,0.0003809504,0.0000030181811,0.04629261,0.003566609,0.00013178938,0.08990593,8.053236e-8,6.343926e-9,0.0010480654,0.013269094,0.8437592],"study_design_scores_gemma":[0.004677341,0.0029029609,0.0000055076102,0.028030526,0.0017682685,0.00022413828,0.0856382,0.0000053116855,1.404707e-7,0.00015173675,0.87612736,0.0004684783],"about_ca_topic_score_codex":0.046160817,"about_ca_topic_score_gemma":0.007938306,"teacher_disagreement_score":0.8628583,"about_ca_system_score_codex":0.001209522,"about_ca_system_score_gemma":0.00014604746,"threshold_uncertainty_score":0.9997999},"labels":[],"label_agreement":null},{"id":"W4377980502","doi":"10.1017/gmh.2023.19.pr6","title":"Decision: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R0/PR6","year":2022,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Psychology; Medical education; Nursing; Intervention (counseling); Medicine; Psychiatry; Social psychology","score_opus":0.22544434033973,"score_gpt":0.5330281164363688,"score_spread":0.30758377609663884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377980502","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00486135,0.95655507,0.00013852365,0.0044460753,0.0008886067,0.031956546,0.0009825955,0.000059356542,0.000111875765],"genre_scores_gemma":[0.00018307478,0.9775981,0.0018622836,0.0026870265,0.0001707387,0.01489813,0.0021032067,0.00007120202,0.0004262678],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915667,0.004683714,0.0015679463,0.0012175621,0.0004430467,0.00052099366],"domain_scores_gemma":[0.9879,0.007930987,0.0032487595,0.0005153888,0.00018573827,0.00021909396],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005084546,0.00074367324,0.0030690928,0.00022852668,0.0015798601,0.00013988193,0.00031150438,0.00013797579,0.0005764888],"category_scores_gemma":[0.0005856418,0.00040799027,0.00037700855,0.00071187,0.00022868042,0.000276974,0.00027229163,0.00064852816,0.0000097607535],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020296704,0.00023825982,0.0000024037577,0.02575598,0.0022919485,0.00017142115,0.047718897,1.02242524e-7,3.7320493e-9,0.0004300192,0.0048843357,0.91647696],"study_design_scores_gemma":[0.005675044,0.0033371574,0.000010053708,0.042866435,0.0016913346,0.0004489179,0.07430384,0.0000044464787,1.12889694e-7,0.00031084532,0.8708239,0.00052787573],"about_ca_topic_score_codex":0.029287128,"about_ca_topic_score_gemma":0.011112636,"teacher_disagreement_score":0.9159491,"about_ca_system_score_codex":0.001033264,"about_ca_system_score_gemma":0.00017468863,"threshold_uncertainty_score":0.9998372},"labels":[],"label_agreement":null},{"id":"W4378211611","doi":"10.1136/oemed-2022-108772","title":"Mental health service use among Canadian veterans within the first 5 years following service: methodological considerations for comparisons with the general population","year":2023,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Institute for Work & Health; Institute for Clinical Evaluative Sciences; University of Toronto; St Joseph's Health Care; Public Health Ontario","funders":"Canadian Institutes of Health Research; Philanthropic Educational Organization","keywords":"Medicine; Receipt; Residence; Mental health; Demography; Population; Gerontology; Hazard ratio; Health care; Psychiatry; Environmental health; Confidence interval; Political science","score_opus":0.17213072068129856,"score_gpt":0.4012457813904495,"score_spread":0.22911506070915091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378211611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9472216,0.000092447706,0.00005341202,0.050987557,0.00034103027,0.0009661293,0.00027618703,0.000023154174,0.000038485345],"genre_scores_gemma":[0.98264,0.000009790995,0.0005212377,0.014074781,0.00013364655,0.00024236442,0.002154773,0.000014111633,0.00020927006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989032,0.00015002229,0.00023810953,0.0002408777,0.0002090454,0.00025871175],"domain_scores_gemma":[0.9990495,0.00054481486,0.00010399533,0.00014426456,0.000005774004,0.00015167674],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00045917148,0.00014023167,0.00017808072,0.000058721733,0.0014518778,0.000028376911,0.00007718996,0.00004926907,0.00023196868],"category_scores_gemma":[0.000010861118,0.00007649952,0.000028024264,0.00016103323,0.000103556864,0.000106841944,0.000023783434,0.00010839778,0.000017911756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028485915,0.000084333944,0.94714236,0.000031277665,0.00019815331,0.000015571968,0.015416574,0.00060010626,0.000030600764,0.002101005,0.03260493,0.0014902251],"study_design_scores_gemma":[0.0012225705,0.00017329206,0.9902147,0.000031019717,0.000040365067,0.000016592987,0.003743496,0.0020783185,0.000001205243,0.00010092933,0.0022905928,0.00008689498],"about_ca_topic_score_codex":0.1600182,"about_ca_topic_score_gemma":0.33271652,"teacher_disagreement_score":0.17269833,"about_ca_system_score_codex":0.000120150624,"about_ca_system_score_gemma":0.000018794213,"threshold_uncertainty_score":0.99984807},"labels":[],"label_agreement":null},{"id":"W4378231364","doi":"10.1017/gmh.2023.19.pr10","title":"Review: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R1/PR10","year":2022,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Intervention (counseling); Fidelity; Nursing; Medicine; Psychology; Medical education; Psychiatry; Social psychology","score_opus":0.21878126323700733,"score_gpt":0.5283568513163669,"score_spread":0.3095755880793596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378231364","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058305543,0.94397986,0.000028826178,0.00946637,0.0005929316,0.044073466,0.001116672,0.00006192763,0.000096880576],"genre_scores_gemma":[0.000021860313,0.9628162,0.0006725142,0.008993428,0.00015342531,0.023193019,0.0034844785,0.00007756799,0.0005875004],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98922086,0.0067142816,0.0018440437,0.0012608622,0.0003881535,0.0005718264],"domain_scores_gemma":[0.99027914,0.0043747756,0.0043351944,0.00057439954,0.00021426305,0.00022223048],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0063952357,0.00084313005,0.003970401,0.00018974768,0.001389491,0.000097328404,0.00033197037,0.00012589949,0.00039497015],"category_scores_gemma":[0.0006375183,0.00046862251,0.00046307794,0.0007825417,0.0002405529,0.00028329293,0.00025101806,0.00075686513,0.000011256768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007767587,0.0002167541,0.0000014679816,0.17086212,0.0024479425,0.0000983781,0.026106205,2.8227047e-8,4.434866e-9,0.00025451576,0.022521282,0.77671456],"study_design_scores_gemma":[0.0029027795,0.0020575363,0.0000026791497,0.15341075,0.0022697202,0.00029863123,0.026397642,0.0000013890857,6.5691346e-8,0.000072065835,0.8121514,0.00043538914],"about_ca_topic_score_codex":0.033309374,"about_ca_topic_score_gemma":0.007646112,"teacher_disagreement_score":0.78963006,"about_ca_system_score_codex":0.0010612346,"about_ca_system_score_gemma":0.000188013,"threshold_uncertainty_score":0.9999106},"labels":[],"label_agreement":null},{"id":"W4378231498","doi":"10.1017/gmh.2023.19.pr9","title":"Review: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R1/PR9","year":2022,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Psychology; Intervention (counseling); Nursing; Narrative; Medical education; Fidelity; Medicine; Psychotherapist; Social psychology","score_opus":0.22115550445928897,"score_gpt":0.5286508225357965,"score_spread":0.30749531807650754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378231498","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005537901,0.9441463,0.000028573357,0.009390621,0.0005822432,0.04405249,0.0010860045,0.000061317376,0.0000986621],"genre_scores_gemma":[0.000022312553,0.9626196,0.00064921373,0.009038956,0.00015259966,0.023406453,0.0034503294,0.00007669685,0.00058386143],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98920774,0.00675113,0.0018344985,0.0012525182,0.00038582445,0.00056826975],"domain_scores_gemma":[0.99032897,0.004355104,0.004315225,0.00056895235,0.0002115297,0.0002202255],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006364523,0.00083760446,0.003951798,0.0001881468,0.0013861295,0.00009637655,0.000328348,0.00012338097,0.00039047428],"category_scores_gemma":[0.0006406678,0.00046509842,0.00046008252,0.00077775394,0.00023739497,0.00028250358,0.00024928164,0.00073703396,0.000011176968],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076570717,0.00021458686,0.0000013723422,0.17183547,0.0024487737,0.00009762256,0.026161043,2.7857723e-8,4.197225e-9,0.0002553554,0.022685168,0.77553487],"study_design_scores_gemma":[0.0028950816,0.0020536892,0.0000027176466,0.15586701,0.0022695463,0.00029515332,0.025109783,0.0000013483965,6.40002e-8,0.000072184055,0.81100076,0.00043263502],"about_ca_topic_score_codex":0.033665575,"about_ca_topic_score_gemma":0.0072122244,"teacher_disagreement_score":0.7883156,"about_ca_system_score_codex":0.0010823966,"about_ca_system_score_gemma":0.00018636484,"threshold_uncertainty_score":0.99991393},"labels":[],"label_agreement":null},{"id":"W4378231599","doi":"10.1017/gmh.2023.19.pr12","title":"Recommendation: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R1/PR12","year":2023,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Psychology; Nursing; Intervention (counseling); Medical education; Narrative; Medicine; Psychiatry; Social psychology","score_opus":0.28974610641915227,"score_gpt":0.548533670768548,"score_spread":0.2587875643493957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378231599","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021238176,0.9368508,0.00013296488,0.021334264,0.0009563599,0.036957864,0.0014049403,0.00012217536,0.00011682966],"genre_scores_gemma":[0.00009547336,0.9774788,0.0010404753,0.0023742772,0.00023610803,0.012640086,0.005234923,0.00007863279,0.0008212397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99281454,0.003925476,0.0015010671,0.0010403157,0.0002390576,0.00047953927],"domain_scores_gemma":[0.99136823,0.0046024793,0.003232378,0.00035977966,0.0002533959,0.0001837234],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004622128,0.0006685125,0.0026538686,0.00021791879,0.0010778382,0.00013979839,0.00020366572,0.0001565973,0.0001731441],"category_scores_gemma":[0.0004087829,0.00037396196,0.0002818055,0.0007217758,0.00018852302,0.0003081645,0.00015242287,0.0004851663,0.000025201858],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009819475,0.00015573301,0.0000023729008,0.047731183,0.00296969,0.000057547397,0.0441735,4.422014e-8,4.920333e-9,0.0004085748,0.008586807,0.89493257],"study_design_scores_gemma":[0.0069804355,0.002984513,0.000015889866,0.09326164,0.0023355198,0.00025800298,0.09447727,0.0000097897955,2.7195085e-7,0.00034181064,0.7986247,0.0007101683],"about_ca_topic_score_codex":0.034248326,"about_ca_topic_score_gemma":0.016987827,"teacher_disagreement_score":0.89422244,"about_ca_system_score_codex":0.00081498595,"about_ca_system_score_gemma":0.0001347943,"threshold_uncertainty_score":0.99987125},"labels":[],"label_agreement":null},{"id":"W4378231605","doi":"10.1017/gmh.2023.19.pr4","title":"Review: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R0/PR4","year":2022,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Medicine; Nursing; Intervention (counseling); Medical education; Fidelity; Psychology; Psychiatry; Social psychology","score_opus":0.22115550445928897,"score_gpt":0.5286508225357965,"score_spread":0.30749531807650754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378231605","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005324054,0.9440219,0.00003047575,0.009548126,0.0005797538,0.044045497,0.0010609092,0.00006148125,0.0001194462],"genre_scores_gemma":[0.00002215213,0.9622553,0.0006820901,0.009483306,0.00015327855,0.023362378,0.003479349,0.00007672599,0.00048541356],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9888993,0.007052665,0.0018261434,0.0012665156,0.00038634185,0.0005690527],"domain_scores_gemma":[0.9901878,0.0044805063,0.004319416,0.00057919475,0.0002110373,0.00022204404],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00642305,0.00083821686,0.0039577815,0.00018850029,0.001387843,0.00009898711,0.0003287014,0.0001235682,0.0005545664],"category_scores_gemma":[0.0006566912,0.00046531626,0.00045923854,0.0007761546,0.00024040497,0.00028176056,0.00025398683,0.000739772,0.000011221436],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007742802,0.00021534985,0.0000012893711,0.16672224,0.0024751981,0.00010285766,0.02679447,2.7263212e-8,3.989246e-9,0.00026012084,0.018443516,0.7842106],"study_design_scores_gemma":[0.0029711884,0.0021081546,0.0000026313587,0.13623911,0.0023123226,0.00031064302,0.025823155,0.0000014011713,6.43532e-8,0.000072079245,0.8297184,0.0004408152],"about_ca_topic_score_codex":0.0325193,"about_ca_topic_score_gemma":0.007135499,"teacher_disagreement_score":0.8112749,"about_ca_system_score_codex":0.0010723282,"about_ca_system_score_gemma":0.00018494365,"threshold_uncertainty_score":0.9999122},"labels":[],"label_agreement":null},{"id":"W4378231610","doi":"10.1017/gmh.2023.19.pr16","title":"Decision: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R2/PR16","year":2023,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Nursing; Intervention (counseling); Psychology; Medicine; Narrative; Medical education; Psychiatry; Social psychology","score_opus":0.2549473269192236,"score_gpt":0.5480727549995144,"score_spread":0.29312542808029074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378231610","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005658899,0.9535445,0.00016924876,0.0053599253,0.0008994578,0.033233,0.000986397,0.000099970865,0.00004862171],"genre_scores_gemma":[0.00015249873,0.982491,0.001638227,0.001828068,0.00022742152,0.011076152,0.0016732188,0.000089802576,0.00082356954],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99274296,0.0034187064,0.0016730913,0.0012088643,0.00039333623,0.00056302047],"domain_scores_gemma":[0.98777264,0.00812222,0.003079621,0.0004988003,0.00028957086,0.00023716163],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0049286135,0.0007680629,0.0032516844,0.00025575364,0.0011167658,0.00015882289,0.0002836364,0.00018984449,0.00007894528],"category_scores_gemma":[0.0007020333,0.00040475046,0.00037004653,0.00084053236,0.00025243708,0.00027506752,0.00021041997,0.0005263611,0.000033053213],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016659516,0.00016608978,0.0000025629913,0.042579982,0.0029286928,0.0001919583,0.04152988,8.635737e-8,5.2939977e-9,0.00044773004,0.008230985,0.9022561],"study_design_scores_gemma":[0.009967115,0.0044373134,0.000032264987,0.23928298,0.0031920702,0.000500367,0.10036838,0.000010534099,2.9939736e-7,0.00089339534,0.64034724,0.00096803816],"about_ca_topic_score_codex":0.03223586,"about_ca_topic_score_gemma":0.020732014,"teacher_disagreement_score":0.90128803,"about_ca_system_score_codex":0.00073855947,"about_ca_system_score_gemma":0.00015775596,"threshold_uncertainty_score":0.99984044},"labels":[],"label_agreement":null},{"id":"W4378231611","doi":"10.1017/gmh.2023.19.pr13","title":"Decision: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R1/PR13","year":2023,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Psychology; Nursing; Intervention (counseling); Medical education; Narrative; Fidelity; Medicine; Psychiatry; Social psychology","score_opus":0.25551378106882877,"score_gpt":0.5478079406354702,"score_spread":0.29229415956664145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378231611","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006369116,0.952792,0.00015573583,0.0051813796,0.0009022476,0.033491667,0.0009595677,0.00009975212,0.000048570957],"genre_scores_gemma":[0.00015370562,0.98237634,0.001632002,0.0017623688,0.00022384565,0.011253637,0.0016761703,0.00008970522,0.00083221245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992792,0.0033644708,0.0016815589,0.001207616,0.0003927387,0.00056161283],"domain_scores_gemma":[0.98777103,0.00813031,0.0030762511,0.00049499155,0.0002918488,0.00023557419],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0049885917,0.0007683164,0.003247007,0.00025518253,0.0011147585,0.000158436,0.0002833961,0.00018986304,0.000080608756],"category_scores_gemma":[0.0007119781,0.00040724766,0.0003700641,0.0008466941,0.00024820227,0.0002772965,0.00020749152,0.00053076015,0.000033587676],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016681578,0.00016887861,0.0000026949708,0.043896995,0.0029269215,0.00018334718,0.04233001,9.3655146e-8,5.3648113e-9,0.00044905883,0.008216195,0.90015763],"study_design_scores_gemma":[0.010103045,0.004567475,0.000035580284,0.2399483,0.0033007897,0.00050530426,0.10607603,0.000011402701,2.9827893e-7,0.00091633893,0.6335345,0.0010009618],"about_ca_topic_score_codex":0.03298695,"about_ca_topic_score_gemma":0.020707382,"teacher_disagreement_score":0.8991567,"about_ca_system_score_codex":0.00073400955,"about_ca_system_score_gemma":0.00015637504,"threshold_uncertainty_score":0.99983793},"labels":[],"label_agreement":null},{"id":"W4378231616","doi":"10.1017/gmh.2023.19.pr3","title":"Review: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R0/PR3","year":2022,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Intervention (counseling); Nursing; Psychology; Medical education; Fidelity; Narrative; Medicine; Psychiatry; Social psychology","score_opus":0.22115550445928897,"score_gpt":0.5286508225357965,"score_spread":0.30749531807650754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378231616","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005341968,0.9438309,0.00003043467,0.009756866,0.00057884154,0.0440278,0.0010602274,0.0000614238,0.000119311466],"genre_scores_gemma":[0.000022454926,0.9620982,0.00067811145,0.009656826,0.00015298882,0.023355583,0.0034759515,0.000076663164,0.00048326224],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98887545,0.007055009,0.0018259427,0.0012880616,0.00038647995,0.0005690661],"domain_scores_gemma":[0.9901751,0.0044833273,0.00431947,0.00058889907,0.00021110939,0.00022204331],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0065601026,0.00083804445,0.0039568488,0.00018819726,0.0013873564,0.00009895146,0.00032863964,0.0001235523,0.00055383536],"category_scores_gemma":[0.00066935754,0.00046524545,0.0004590587,0.0007755565,0.00024043872,0.0002817618,0.0002582486,0.00073844125,0.000011229885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078885886,0.00021943166,0.0000012021358,0.16960026,0.0025219691,0.00010475447,0.027242433,2.7676142e-8,5.050018e-9,0.00023822088,0.01871205,0.7805708],"study_design_scores_gemma":[0.0029690063,0.0021076484,0.0000025401962,0.13626295,0.002311459,0.0003105055,0.026019275,0.0000013939523,7.859756e-8,0.00007186026,0.82950264,0.0004406609],"about_ca_topic_score_codex":0.03291135,"about_ca_topic_score_gemma":0.007125062,"teacher_disagreement_score":0.8107906,"about_ca_system_score_codex":0.0010724067,"about_ca_system_score_gemma":0.0001852391,"threshold_uncertainty_score":0.9999127},"labels":[],"label_agreement":null},{"id":"W4378231691","doi":"10.1017/gmh.2023.19.pr15","title":"Recommendation: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R2/PR15","year":2023,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Nursing; Intervention (counseling); Psychology; Medical education; Medicine; Fidelity; Narrative; Psychiatry; Social psychology","score_opus":0.2919731636201053,"score_gpt":0.5490052537529482,"score_spread":0.2570320901328429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378231691","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020605512,0.9364994,0.00013430724,0.021727903,0.000950339,0.036955938,0.001434546,0.00012299634,0.00011399863],"genre_scores_gemma":[0.00009717717,0.97739816,0.0010394432,0.0024528499,0.00023608569,0.012579233,0.0052989535,0.000078835736,0.0008192707],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99265194,0.004084808,0.0014949081,0.0010466842,0.00024176702,0.00047991623],"domain_scores_gemma":[0.9913348,0.004618775,0.0032380265,0.00036343207,0.00025912342,0.000185869],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00467188,0.00066602847,0.0026574621,0.00021923472,0.0010719871,0.00014341416,0.00020495748,0.00015685636,0.00015682097],"category_scores_gemma":[0.0004207247,0.00037428347,0.0002784311,0.0007262273,0.00019143795,0.00030270108,0.00015512605,0.00048516906,0.000025694453],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009348782,0.00017929467,0.0000021639216,0.04696268,0.002988144,0.00006138609,0.044497255,4.2250356e-8,4.4181085e-9,0.0003746063,0.0095284665,0.89447105],"study_design_scores_gemma":[0.0076841037,0.0030309316,0.000014075352,0.095037386,0.0023026743,0.00026268457,0.09811946,0.000010292524,2.6661854e-7,0.00033437306,0.7924957,0.000708012],"about_ca_topic_score_codex":0.035104144,"about_ca_topic_score_gemma":0.017707327,"teacher_disagreement_score":0.89376307,"about_ca_system_score_codex":0.00081513287,"about_ca_system_score_gemma":0.00013723325,"threshold_uncertainty_score":0.9998709},"labels":[],"label_agreement":null},{"id":"W4378231704","doi":"10.1017/gmh.2023.19.pr11","title":"Review: Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States — R1/PR11","year":2022,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Psychological intervention; Psychosocial; Competence (human resources); Nursing; Intervention (counseling); Medicine; Psychology; Medical education; Psychiatry; Social psychology","score_opus":0.2232664005483699,"score_gpt":0.5279810793957608,"score_spread":0.3047146788473909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378231704","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000634362,0.9445965,0.000035912974,0.009125665,0.0005294788,0.04385601,0.0010795641,0.00006175882,0.0000806968],"genre_scores_gemma":[0.000019993555,0.9627497,0.00066472305,0.0087944595,0.00015055445,0.023494046,0.0034230228,0.00007736727,0.00062612724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892662,0.0066776266,0.0018275384,0.0012754818,0.0003845204,0.000568619],"domain_scores_gemma":[0.990405,0.004273492,0.004309338,0.00057962956,0.00021195327,0.00022058554],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006297492,0.0008407843,0.0039355224,0.00018719348,0.0013786565,0.00009521054,0.00032935684,0.00012394205,0.00038341887],"category_scores_gemma":[0.0006405104,0.00046753132,0.00041087193,0.0007554167,0.00023913532,0.00028215998,0.00024957443,0.00073591335,0.000011104515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075946917,0.00021103313,0.0000013408547,0.17679614,0.0024320635,0.00009690739,0.025547538,4.462469e-8,4.3374517e-9,0.0001804124,0.024042655,0.7699324],"study_design_scores_gemma":[0.0029153838,0.0022915516,0.0000023515613,0.14523374,0.002420668,0.0003017322,0.029360069,0.0000021372903,5.57371e-8,0.00006083737,0.81696606,0.0004454469],"about_ca_topic_score_codex":0.040858686,"about_ca_topic_score_gemma":0.008145751,"teacher_disagreement_score":0.7929234,"about_ca_system_score_codex":0.0010650572,"about_ca_system_score_gemma":0.00018504704,"threshold_uncertainty_score":0.99992144},"labels":[],"label_agreement":null},{"id":"W4378594598","doi":"","title":"Changing Directions, Changing Lives: The Mental Health Strategy for Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":126,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mental Health Commission of Canada","funders":"","keywords":"Mental health; Psychology; Psychiatry","score_opus":0.046429050249497644,"score_gpt":0.37305290974625566,"score_spread":0.326623859496758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378594598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.665981,0.010930165,0.005741855,0.1408547,0.016018374,0.0101138875,0.0009497617,0.00058760005,0.14882267],"genre_scores_gemma":[0.94108254,0.00007153279,0.00004534411,0.0025517815,0.0002462977,0.00031749276,0.00002119771,0.00001561622,0.055648215],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988799,0.00005398533,0.00017147085,0.00019952276,0.00009665091,0.0005984496],"domain_scores_gemma":[0.99952257,0.00013781346,0.00007473875,0.00015845778,0.000013139017,0.00009331237],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024369336,0.00010751612,0.00011328663,0.00007765361,0.00083573244,0.000015763995,0.000110254805,0.000019671592,0.0012084938],"category_scores_gemma":[0.0000029040175,0.000053606745,0.00003533694,0.00015050503,0.000019108886,0.00006214897,0.000024040348,0.00003294223,0.000031850344],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000806508,0.000121786274,0.0012365705,0.00004621704,0.00010545393,0.0000035829753,0.0042354497,2.788504e-7,0.000022691143,0.0223964,0.07385224,0.8978987],"study_design_scores_gemma":[0.009043109,0.0020984889,0.011720568,0.00054180087,0.000059169597,0.000121832534,0.17321515,0.00018843247,0.0028120144,0.0010895175,0.7979803,0.0011296372],"about_ca_topic_score_codex":0.19582047,"about_ca_topic_score_gemma":0.37345833,"teacher_disagreement_score":0.89676905,"about_ca_system_score_codex":0.00029593887,"about_ca_system_score_gemma":0.00010040527,"threshold_uncertainty_score":0.99970454},"labels":[],"label_agreement":null},{"id":"W4378907464","doi":"10.5539/ijps.v15n2p51","title":"Demographic on Help-Seeking between People based on Use of (Mental) Healthcare","year":2023,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Help-seeking; Construct (python library); Psychology; Mental health; Health care; Presentation (obstetrics); Sample (material); Mental health care; Medicine; Psychiatry; Computer science","score_opus":0.264679061881884,"score_gpt":0.5066456373863196,"score_spread":0.24196657550443562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378907464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844658,0.0004057362,0.00003223594,0.011225797,0.0030692562,0.00019362418,0.000072175935,0.000031574775,0.00050380646],"genre_scores_gemma":[0.9971474,0.00047842084,0.00012079181,0.0016542285,0.00040536793,0.000017495531,0.000019375339,0.000012574401,0.00014438726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788624,0.00020943052,0.00070675043,0.00024251646,0.0006964747,0.00025859222],"domain_scores_gemma":[0.9979426,0.0009924852,0.0005512933,0.00014568979,0.0002646123,0.000103268896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004597287,0.00017471534,0.00041243876,0.00049417856,0.00012474829,0.000022484282,0.0003751156,0.00009208173,0.00020322418],"category_scores_gemma":[0.00012582877,0.00011906862,0.00022640049,0.00038003857,0.00009749811,0.000083957,0.00005562708,0.00028489935,0.000088618566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016270855,0.0009616328,0.92221856,0.000029931382,0.0007542223,0.00025372952,0.000982786,0.000058554608,0.000046119116,0.0012821426,0.013371813,0.058413435],"study_design_scores_gemma":[0.0018317343,0.002572089,0.9917778,0.00037751818,0.000027574219,0.000015158142,0.00068410195,0.000016831524,0.000058485166,0.001030409,0.0014980375,0.00011027411],"about_ca_topic_score_codex":0.000040013685,"about_ca_topic_score_gemma":0.00001939131,"teacher_disagreement_score":0.06955924,"about_ca_system_score_codex":0.000108445325,"about_ca_system_score_gemma":0.000006529767,"threshold_uncertainty_score":0.48554775},"labels":[],"label_agreement":null},{"id":"W4379197343","doi":"10.1177/07067437231178957","title":"Incidence, Racial Disparities and Factors Related to Psychosis among Black Individuals in Canada: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Library and Archives Canada; McGill University; University of Ottawa","funders":"Public Health Agency of Canada","keywords":"PsycINFO; CINAHL; Psychological intervention; Ethnic group; Psychosis; Medicine; MEDLINE; Psychiatry; Health care; Systematic review; Gerontology; Psychology; Political science","score_opus":0.06717104483777127,"score_gpt":0.39506044438339655,"score_spread":0.3278893995456253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379197343","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00970817,0.9806903,9.344506e-8,0.002960198,0.0039339857,0.0020599521,0.0001437883,0.000005986732,0.00049750344],"genre_scores_gemma":[0.0015551428,0.9967409,0.000020054857,0.00091078656,0.00020807434,0.00008477133,0.000024279498,0.00006933127,0.00038670393],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.9960898,0.0005895954,0.0019416723,0.0003245514,0.00034900944,0.0007053649],"domain_scores_gemma":[0.9971193,0.0003130768,0.0012418868,0.00036787646,0.000051499857,0.00090632983],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011908904,0.0004489403,0.0019012081,0.00072375144,0.00033887717,0.000086704065,0.00077680097,0.00024329769,0.00046755525],"category_scores_gemma":[0.00009162232,0.0003046245,0.00024403704,0.0011373117,0.0001407239,0.000119217155,0.00003959719,0.0010510104,0.0000491419],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015581512,0.000046750105,0.59293985,0.104881324,0.0011406335,0.00040657027,0.0026973719,0.0000023341415,5.313788e-10,0.0023454302,0.12728184,0.16824228],"study_design_scores_gemma":[0.0004705818,0.00012658678,0.08866605,0.861036,0.0011713228,0.00015323366,0.0007520076,1.9144987e-7,6.8466126e-9,0.0010466704,0.045949087,0.00062824105],"about_ca_topic_score_codex":0.95517105,"about_ca_topic_score_gemma":0.9996992,"teacher_disagreement_score":0.7561547,"about_ca_system_score_codex":0.0010585056,"about_ca_system_score_gemma":0.010920659,"threshold_uncertainty_score":0.9999406},"labels":[],"label_agreement":null},{"id":"W4379931321","doi":"10.1371/journal.pone.0285385","title":"Atmiyata, a community champion led psychosocial intervention for common mental disorders: A stepped wedge cluster randomized controlled trial in rural Gujarat, India","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Psychosocial; Medicine; Randomized controlled trial; Anxiety; Mental health; Psychiatry; Patient Health Questionnaire; Social support; Quality of life (healthcare); Generalized anxiety disorder; Intervention (counseling); Psychology; Depressive symptoms; Internal medicine; Nursing","score_opus":0.06204615242016752,"score_gpt":0.3816655960231946,"score_spread":0.3196194436030271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379931321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664419,0.00017490683,0.00001712501,0.0013044344,0.0013850457,0.02866722,0.000097450684,0.00015136182,0.0017605037],"genre_scores_gemma":[0.9781289,0.000074481315,0.000040534112,0.00020737686,0.0002916896,0.017228479,0.0013580674,0.00004293737,0.0026275364],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9948379,0.0029445481,0.0011178026,0.00026222935,0.00029642746,0.00054114166],"domain_scores_gemma":[0.99744606,0.0016414146,0.00045234562,0.0003302503,0.000034141736,0.000095758034],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002676918,0.0002976112,0.0016684744,0.00031543605,0.0004233863,0.00006146633,0.00029194035,0.00022868591,0.00047562807],"category_scores_gemma":[0.000142816,0.00025446512,0.00053559814,0.0003261182,0.00010866878,0.0001866817,0.00009977294,0.00041239336,0.00023659783],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97350234,0.012018299,0.001882638,0.00016246027,0.00095997675,0.0000020425632,0.006058914,1.1500367e-7,0.000060235932,0.00019228697,0.0012344534,0.003926232],"study_design_scores_gemma":[0.99032146,0.0011916964,0.0030697198,0.0003287609,0.00029388355,3.1843268e-7,0.0023122146,0.00056556077,0.000038697584,0.0016269615,0.000027110873,0.0002236056],"about_ca_topic_score_codex":0.0012762593,"about_ca_topic_score_gemma":0.0029834877,"teacher_disagreement_score":0.016819123,"about_ca_system_score_codex":0.00016914056,"about_ca_system_score_gemma":0.000014687188,"threshold_uncertainty_score":0.99999076},"labels":[],"label_agreement":null},{"id":"W4380249370","doi":"10.1515/9780773590212-022","title":"Transition-Focused Treatment: An Uncontrolled Study of a Group Program for Veterans","year":2013,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Distress; Mental health; Social support; Beck Depression Inventory; Depressive symptoms; Clinical psychology; Psychiatry; Psychology; Psychological distress; Medicine; Psychotherapist; Anxiety","score_opus":0.037691936013300995,"score_gpt":0.29493039575548363,"score_spread":0.2572384597421826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380249370","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012486463,0.0000071809295,0.000040747287,0.000046192632,0.00044108898,0.017896136,0.0018139696,0.00036275052,0.9669055],"genre_scores_gemma":[0.1715906,0.000022704198,0.0003156578,0.000047639813,0.00011889118,0.00042294577,0.00048263397,0.00012704266,0.8268719],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753284,0.00020021037,0.00053100055,0.00092350814,0.00028372748,0.0005286902],"domain_scores_gemma":[0.99810296,0.00016575937,0.00048963306,0.000798198,0.00016395625,0.00027951822],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009478459,0.0007050056,0.0011173458,0.00033442792,0.0005239047,0.0000328413,0.00043402857,0.00051302975,0.00036710448],"category_scores_gemma":[0.0000010087526,0.00066717644,0.00040328255,0.000018611017,0.00012340337,0.00017363067,0.000049870272,0.0002243966,0.000019629162],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016019491,0.012743963,0.000027080538,0.00068139797,0.007064372,0.00067674596,0.013273007,0.000010235938,0.00001522585,0.62693906,0.00086938345,0.32168004],"study_design_scores_gemma":[0.066228755,0.03719989,0.00015348574,0.00029876738,0.004021607,0.000004559186,0.002289261,0.000051966716,0.000064510234,0.00066547457,0.8876075,0.0014142093],"about_ca_topic_score_codex":0.008889258,"about_ca_topic_score_gemma":0.00003741012,"teacher_disagreement_score":0.8867381,"about_ca_system_score_codex":0.00033115255,"about_ca_system_score_gemma":0.000021360142,"threshold_uncertainty_score":0.99957794},"labels":[],"label_agreement":null},{"id":"W4380268065","doi":"10.2196/48709","title":"Evaluating the Psychometric Properties and Clinical Utility of a Digital Psychosocial Self-Screening Tool (HEARTSMAP-U) for Postsecondary Students: Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Advancing Health Outcomes; BC Children's Hospital; University of Calgary; University of British Columbia","funders":"","keywords":"Psychosocial; Mental health; Cohort; Psychology; Standardization; Medical education; Clinical psychology; Medicine; Gerontology; Psychiatry; Computer science","score_opus":0.1907592043128154,"score_gpt":0.5341281653052349,"score_spread":0.3433689609924195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380268065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792721,0.0004213314,0.0000057377206,0.00089458545,0.0010047773,0.017622579,0.00023711163,0.00015221859,0.00038950527],"genre_scores_gemma":[0.9961199,0.000047724407,0.00012702878,0.0002776487,0.00020991001,0.002459929,0.00008211812,0.00003773606,0.0006379716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962257,0.0005312694,0.0011626956,0.00075554755,0.0007111608,0.0006136213],"domain_scores_gemma":[0.9985086,0.0003842017,0.00045978575,0.00039308815,0.00008899739,0.00016534356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003884807,0.00026446558,0.0005931993,0.00018924175,0.00089431263,0.000104958955,0.00030638796,0.000096372976,0.00009863023],"category_scores_gemma":[0.000055966248,0.00018464249,0.00015175992,0.00077137613,0.00015867618,0.00023586865,0.00018213355,0.00029624053,0.00003223863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015871782,0.0033057078,0.87133193,0.00016116488,0.00033536123,9.33314e-7,0.009592645,3.0991444e-8,8.208875e-7,0.000023290155,0.0020981438,0.11156282],"study_design_scores_gemma":[0.005734508,0.0072257617,0.9746853,0.00006911845,0.000044220596,0.0000052468936,0.011666117,0.00014015929,0.0000015103324,0.00009721483,0.00017763553,0.00015318266],"about_ca_topic_score_codex":0.00021529188,"about_ca_topic_score_gemma":0.00005507164,"teacher_disagreement_score":0.111409634,"about_ca_system_score_codex":0.00013820519,"about_ca_system_score_gemma":0.00009192867,"threshold_uncertainty_score":0.7529502},"labels":[],"label_agreement":null},{"id":"W4380270455","doi":"10.1515/9780773590212-018","title":"Service Use in an Outpatient Clinic for Current and Veteran Military and RCMP Members","year":2013,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Service (business); Military service; Medical diagnosis; Military personnel; Mental health; Type of service; Service member; Family medicine; Psychiatry","score_opus":0.0687371554763096,"score_gpt":0.313970508056079,"score_spread":0.24523335257976941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380270455","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19605821,0.000250231,0.000010020763,0.00026610793,0.0022433393,0.009894171,0.0040633837,0.00025078977,0.78696376],"genre_scores_gemma":[0.035936803,0.0007680578,0.00042528508,0.0006605431,0.00012803856,0.00006531831,0.0006452248,0.00014418384,0.9612265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980727,0.00012419066,0.00037073338,0.000857578,0.00015933817,0.0004154523],"domain_scores_gemma":[0.9986829,0.00021786559,0.00020889369,0.00047310712,0.00010221451,0.00031501398],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011584697,0.0004646597,0.0005392495,0.00025932514,0.00029359842,0.000026639247,0.00023919911,0.0004327543,0.0001686007],"category_scores_gemma":[0.000002814451,0.0004942091,0.000093430455,0.000010958138,0.000119405886,0.00028178626,0.0002561519,0.00041410737,0.000016098747],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014119393,0.0020041347,0.007093735,0.008231837,0.0018243751,0.00092493393,0.01707839,0.00000794183,0.0000067424317,0.61965406,0.014267308,0.31478715],"study_design_scores_gemma":[0.004797985,0.0009260739,0.002186472,0.00050421327,0.00030667824,0.0000030304034,0.00043119918,0.000046035017,0.0000054713023,0.00039878834,0.98967546,0.00071857],"about_ca_topic_score_codex":0.008698558,"about_ca_topic_score_gemma":0.00012676761,"teacher_disagreement_score":0.9754082,"about_ca_system_score_codex":0.00016852574,"about_ca_system_score_gemma":0.000013206564,"threshold_uncertainty_score":0.999751},"labels":[],"label_agreement":null},{"id":"W4380875144","doi":"10.1016/j.jpsychires.2023.06.018","title":"Sex differences in the prevalence and factors associated with anxiety disorders in Canada: A population-based study","year":2023,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; University of Toronto; Centre for Addiction and Mental Health; University Health Network","funders":"","keywords":"Anxiety; Clinical psychology; Population; Psychology; Poison control; Psychiatry; Injury prevention; Human factors and ergonomics; Medicine; Demography; Environmental health","score_opus":0.09996599576116612,"score_gpt":0.42205109071709784,"score_spread":0.32208509495593174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380875144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997616,0.00027206092,3.0984452e-7,0.0011604283,0.0001514249,0.00062983064,0.0000063706707,0.0000028159661,0.00016077775],"genre_scores_gemma":[0.9997273,0.000082773004,0.0000021028052,0.00001735332,0.000026298972,0.000028942297,0.0000028232844,0.0000065394097,0.000105849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971915,0.0011005122,0.00036476314,0.00015639827,0.00084276637,0.00034406604],"domain_scores_gemma":[0.9985893,0.001021623,0.00015741425,0.00012190209,0.000043704207,0.00006608018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021801367,0.00008794351,0.00019109258,0.00051188085,0.00015666038,0.000032531047,0.0002870074,0.000034130542,0.000060847477],"category_scores_gemma":[0.000070202426,0.00004779004,0.000019305446,0.001856297,0.00002162208,0.00005620904,0.00001616087,0.00049275253,8.3150854e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098953155,0.00039425681,0.9958549,0.000029981918,0.00002003882,0.000018992832,0.0018837361,0.000011171783,6.378127e-8,0.000008071343,0.00029948194,0.001380354],"study_design_scores_gemma":[0.001536079,0.0005934098,0.98571783,0.000034208166,0.000009401598,7.48007e-7,0.011848835,0.00007449821,7.9590095e-8,0.00013285536,0.0000042152533,0.000047848916],"about_ca_topic_score_codex":0.5273595,"about_ca_topic_score_gemma":0.91177243,"teacher_disagreement_score":0.38441294,"about_ca_system_score_codex":0.00028120395,"about_ca_system_score_gemma":0.00035326125,"threshold_uncertainty_score":0.47578785},"labels":[],"label_agreement":null},{"id":"W4380886258","doi":"10.1186/s13033-023-00585-8","title":"Impact of COVID-19 on the lives of people with severe mental illness—front-line community psychiatry workers observation from a provincial survey of assertive community treatment teams in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Canadian Mental Health Association; St. Michael's Hospital","funders":"","keywords":"Mental illness; Front line; Loneliness; Psychiatry; Assertive community treatment; Outreach; Thematic analysis; Mental health; Medicine; Therapeutic community; Psychology; Nursing; Qualitative research; Sociology; Political science","score_opus":0.08478992386934904,"score_gpt":0.40061400263506414,"score_spread":0.3158240787657151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380886258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935756,0.00019662947,0.000004879235,0.0009091278,0.0019145705,0.0011145046,0.0021490857,0.000005831716,0.00012982023],"genre_scores_gemma":[0.99870247,0.000035003086,0.000019880421,0.00012784223,0.000050374318,0.000039293995,0.000896886,0.000016559425,0.000111691654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947997,0.002653039,0.0013643542,0.00012480408,0.0008086099,0.00024949585],"domain_scores_gemma":[0.9960151,0.001105305,0.0021623622,0.0002804185,0.0002523306,0.00018451197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020014562,0.00022779875,0.0006641284,0.00022075628,0.0002772186,0.000014356267,0.00057940866,0.00006388834,0.00014378323],"category_scores_gemma":[0.000048202717,0.00014513597,0.0001160584,0.00026291783,0.000076889766,0.0001349671,0.00006315695,0.0005193663,0.0000014510472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006691116,0.0023898196,0.93829453,0.00009937566,0.0007426149,0.0000074449663,0.048972126,0.00050956884,0.0000149283605,0.00002155422,0.0015869262,0.0006699951],"study_design_scores_gemma":[0.0041250098,0.0038136956,0.92017025,0.00087203685,0.000016730462,0.000030587424,0.07072776,0.00008307306,0.000027837734,0.000021145936,0.000017151218,0.000094695395],"about_ca_topic_score_codex":0.99916565,"about_ca_topic_score_gemma":0.998141,"teacher_disagreement_score":0.021755636,"about_ca_system_score_codex":0.0065528853,"about_ca_system_score_gemma":0.004023843,"threshold_uncertainty_score":0.9972608},"labels":[],"label_agreement":null},{"id":"W4380989358","doi":"10.1186/s13033-023-00583-w","title":"Towards measuring effective coverage: critical bottlenecks in quality- and user-adjusted coverage for major depressive disorder in São Paulo metropolitan area, Brazil","year":2023,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Pfizer Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Universidade Federal do Espírito Santo; Pan American Health Organization; Fundação de Amparo à Pesquisa do Estado de São Paulo; World Health Organization; GlaxoSmithKline; Eli Lilly and Company; Bristol-Myers Squibb; Fogarty International Center; National Institute of Mental Health; Pfizer; John D. and Catherine T. MacArthur Foundation","keywords":"Major depressive disorder; Metropolitan area; Medicine; Mental health; Health administration; Psychiatry; Depression (economics); Health care; Environmental health; Public health; Nursing; Mood; Economic growth","score_opus":0.060951759179617614,"score_gpt":0.45019149871241204,"score_spread":0.38923973953279445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380989358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98452073,0.00395592,0.0007281158,0.0037033611,0.0046172203,0.0015808013,0.000413322,0.000020900825,0.000459602],"genre_scores_gemma":[0.99828494,0.00028027943,0.00004467566,0.0005096022,0.00029445926,0.00025834842,0.00007313509,0.00003041992,0.00022411985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99635136,0.00069116545,0.0014028973,0.0003267801,0.0007056329,0.0005221507],"domain_scores_gemma":[0.99791646,0.0009387967,0.0005789858,0.00012089046,0.00019597862,0.00024889296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962253,0.00022859403,0.0006288895,0.0006681211,0.00014553063,0.000081602426,0.00028914722,0.00012146657,0.00004871436],"category_scores_gemma":[0.00019687427,0.00020369014,0.000111432986,0.00025060796,0.000048108886,0.0003428548,0.00008239589,0.0003305269,0.000010950213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008355322,0.0025870176,0.85447663,0.0023802638,0.0008580544,0.00095492444,0.011387487,0.00021513824,0.0001765614,0.013455068,0.0046218773,0.10053167],"study_design_scores_gemma":[0.02352289,0.0015273031,0.95031667,0.0028395997,0.000029277782,0.00041501177,0.017133858,0.0005738171,0.00012597653,0.0015486078,0.001574713,0.0003922952],"about_ca_topic_score_codex":0.006900593,"about_ca_topic_score_gemma":0.0019448923,"teacher_disagreement_score":0.10013937,"about_ca_system_score_codex":0.0019643095,"about_ca_system_score_gemma":0.00010701963,"threshold_uncertainty_score":0.9997125},"labels":[],"label_agreement":null},{"id":"W4381191203","doi":"10.3329/cemecj.v6i2.67074","title":"Predictors of 6-month follow-up Outcome of Drug Treatment in Schizophrenia in a tertiary hospital of Bangladesh","year":2023,"lang":"en","type":"article","venue":"Central Medical College Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Schizophrenia (object-oriented programming); Medicine; Marital status; Population; Psychopathology; Outcome (game theory); Psychiatry; Multivariate analysis; Diagnosis of schizophrenia; Pediatrics; Internal medicine; Psychosis","score_opus":0.018248722552647197,"score_gpt":0.32343013063290427,"score_spread":0.30518140808025707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381191203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99422354,0.0007629022,0.000001691118,0.0010191302,0.0028639473,0.0005926674,0.00012745422,0.000014181997,0.0003945012],"genre_scores_gemma":[0.9988419,0.00025827598,0.00003914196,0.00003052431,0.00018059928,0.00003568571,0.000020801559,0.000018781126,0.00057430356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966934,0.00028121288,0.0014753938,0.00022531635,0.0007025838,0.0006221398],"domain_scores_gemma":[0.998675,0.0002645615,0.00041471788,0.00018841609,0.000038037288,0.00041927694],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064751564,0.0002067222,0.0007000171,0.0004895479,0.000043256092,0.000004326383,0.00032553312,0.00018691419,0.0012023966],"category_scores_gemma":[0.00013443331,0.00015390244,0.00021729279,0.000716973,0.0001587975,0.00010319852,0.000057390098,0.00036843415,0.0000102408785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010431795,0.0016531607,0.9825433,0.00010439223,0.00013033315,0.0008813937,0.0027462197,0.0000024498688,0.00002067582,0.00024636256,0.0021132706,0.008515268],"study_design_scores_gemma":[0.015441798,0.0009157047,0.9803247,0.00052024255,0.00004752931,0.000029252938,0.0018344256,0.00009473653,0.0003640014,0.00014740606,0.0001619875,0.000118234624],"about_ca_topic_score_codex":0.00057452853,"about_ca_topic_score_gemma":0.000667725,"teacher_disagreement_score":0.014398618,"about_ca_system_score_codex":0.00026815428,"about_ca_system_score_gemma":0.00021227387,"threshold_uncertainty_score":0.9997106},"labels":[],"label_agreement":null},{"id":"W4381278550","doi":"10.56101/rimj.v3i1.91","title":"Mental health literacy among Afghan adults: A community-based cross-sectional survey study in Herat city","year":2023,"lang":"en","type":"article","venue":"Razi International Medical Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Afghan; Mental health literacy; Mental health; Cross-sectional study; Literacy; Health literacy; Government (linguistics); Quarter (Canadian coin); Psychological intervention; Mental illness; Population; Medicine; Environmental health; Gerontology; Psychology; Psychiatry; Geography; Political science; Health care","score_opus":0.0936121441304658,"score_gpt":0.5015735978350602,"score_spread":0.40796145370459436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381278550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903569,0.000056745837,0.000068957794,0.0022576288,0.0058019427,0.00050375465,0.00017702323,0.00006641817,0.0007106087],"genre_scores_gemma":[0.9955146,0.000032809843,0.00003252844,0.0019176317,0.0006115669,0.00008148119,0.0009005926,0.000023838691,0.00088496157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944306,0.0021538723,0.0010772583,0.00029975604,0.0015106363,0.0005278462],"domain_scores_gemma":[0.99794024,0.0007773739,0.00033547176,0.00020693745,0.00018343286,0.00055656594],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005976951,0.00021449893,0.00030106827,0.0005324565,0.0007540315,0.00023529345,0.0007964603,0.0001439902,0.0060104514],"category_scores_gemma":[0.0002608899,0.00018629651,0.00011104876,0.00050446606,0.00014844032,0.00032495326,0.00014739462,0.001658287,0.0002478869],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010030443,0.0027614504,0.97573674,0.000015560207,0.00010863353,0.00038194045,0.0021429402,0.000007586315,3.6449978e-7,0.000021791775,0.0033745456,0.014445378],"study_design_scores_gemma":[0.007411892,0.0005824339,0.98913306,0.00019821685,0.0000016835999,0.00015595126,0.00067583483,0.00089434657,0.0000010412103,0.00009547956,0.00071586884,0.00013421063],"about_ca_topic_score_codex":0.005510267,"about_ca_topic_score_gemma":0.0043755607,"teacher_disagreement_score":0.014311167,"about_ca_system_score_codex":0.00067148206,"about_ca_system_score_gemma":0.00026036834,"threshold_uncertainty_score":0.9948982},"labels":[],"label_agreement":null},{"id":"W4381551997","doi":"10.2196/41521","title":"Canada’s Student Mental Health Network: Protocol for a Comprehensive Program Evaluation","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University; Queen's University","funders":"","keywords":"Mental health; Summative assessment; Formative assessment; Data collection; Medical education; Psychology; Population; Protocol (science); Medicine; Applied psychology; Psychiatry; Environmental health; Alternative medicine; Pedagogy","score_opus":0.6596979790250307,"score_gpt":0.7289169486767307,"score_spread":0.06921896965170005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381551997","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030327108,0.000003241702,0.0000022603385,0.004733272,0.000054789012,0.99202627,0.0000795652,0.00026661353,0.0025307199],"genre_scores_gemma":[0.00024446778,1.3964433e-7,0.00022910441,0.0004332663,0.00040225478,0.9951159,0.00027767423,0.00005182506,0.003245396],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937232,0.0013746569,0.0005948852,0.0006691221,0.0018238425,0.0018142535],"domain_scores_gemma":[0.998103,0.0002729385,0.00020106502,0.0005236407,0.00050619955,0.00039311065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032066694,0.00023581936,0.00032599652,0.00018127491,0.001248404,0.00013974016,0.0004868421,0.000097926255,0.00071593845],"category_scores_gemma":[0.000018775765,0.00019920288,0.00007298379,0.0008850218,0.00009203889,0.00010691456,0.00023142144,0.00037606893,0.00021590981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011616186,0.0012032142,0.0018601938,0.00073545385,0.000045454275,0.000008053633,0.00058544317,0.000009529224,0.0000051484203,0.00066058116,0.7855209,0.20820442],"study_design_scores_gemma":[0.008557467,0.003962062,0.034678735,0.00080645893,0.0000011023093,0.0000025786512,0.000692581,0.00048823017,0.000015088168,0.00021904295,0.9504155,0.00016115927],"about_ca_topic_score_codex":0.047390845,"about_ca_topic_score_gemma":0.11242732,"teacher_disagreement_score":0.20804326,"about_ca_system_score_codex":0.0013592697,"about_ca_system_score_gemma":0.0022711677,"threshold_uncertainty_score":0.96018404},"labels":[],"label_agreement":null},{"id":"W4381736256","doi":"10.26633/rpsp.2023.89","title":"An initiative to improve mental health practice in primary care in Caribbean countries","year":2023,"lang":"en","type":"article","venue":"Revista Panamericana de Salud Pública","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Commission of Canada; Dalhousie University","funders":"","keywords":"Mental health; Stigma (botany); Nursing; Context (archaeology); Health care; Program evaluation; Medicine; Psychology; Psychiatry","score_opus":0.02305015046156471,"score_gpt":0.400262316209525,"score_spread":0.3772121657479603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381736256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9567744,0.004627589,0.000020496962,0.02135686,0.00040809848,0.0032928493,0.00091167,0.0002469433,0.01236108],"genre_scores_gemma":[0.9809833,0.00065062154,0.0005034136,0.01617179,0.00010516728,0.000498179,0.0008874168,0.000055223416,0.00014484166],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99672437,0.00078299484,0.0006040821,0.00065633026,0.00030138504,0.0009308356],"domain_scores_gemma":[0.99845624,0.00030622026,0.00027200417,0.0005108554,0.00005881493,0.00039588896],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007256361,0.00026771313,0.00055537204,0.00053087785,0.00017989805,0.00008042736,0.0003179622,0.00008205509,0.0001413317],"category_scores_gemma":[0.00006870864,0.00027381475,0.000050918978,0.0018494073,0.00008383445,0.00029010503,0.00008433917,0.00030610195,0.00023157698],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023348066,0.0013569217,0.23855877,0.0010563388,0.00018116627,0.000849563,0.17268324,0.000023552173,0.00015440065,0.007959937,0.030307963,0.5445333],"study_design_scores_gemma":[0.0025138329,0.0024919913,0.6432794,0.0003146641,0.000027099213,0.000020230513,0.07194853,0.00004751565,0.000022675746,0.000027773047,0.27870443,0.0006019186],"about_ca_topic_score_codex":0.022126915,"about_ca_topic_score_gemma":0.0030839038,"teacher_disagreement_score":0.5439314,"about_ca_system_score_codex":0.002052513,"about_ca_system_score_gemma":0.00044386994,"threshold_uncertainty_score":0.9999714},"labels":[],"label_agreement":null},{"id":"W4382058641","doi":"10.3389/frhs.2023.1127725","title":"Increasing access to specialist care with group medical visits: summary of a pilot in a post-crisis psychiatric clinic","year":2023,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Mood; Patient Health Questionnaire; Anxiety; Demographics; Psychiatry; Primary care; Depression (economics); Family medicine; Depressive symptoms; Demography","score_opus":0.0246562151287143,"score_gpt":0.3861885571039465,"score_spread":0.3615323419752322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382058641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817272,0.005837218,0.000017197182,0.0065552043,0.002648651,0.0016759001,0.00010470994,0.00009378599,0.001340136],"genre_scores_gemma":[0.98676795,0.00090688583,0.001703872,0.009608004,0.0002997951,0.00025228143,0.00036601422,0.000052912066,0.000042278258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961103,0.0006325639,0.0011696331,0.0006653376,0.00057535287,0.0008467784],"domain_scores_gemma":[0.99850845,0.00018587607,0.00037594073,0.00042828076,0.000043480326,0.0004579965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012837136,0.00027180003,0.00073448336,0.0012526332,0.00015693005,0.000039728915,0.0007901469,0.00017391462,0.00026181492],"category_scores_gemma":[0.000011152145,0.00024067746,0.00005117053,0.0029515638,0.00003656977,0.00027597815,0.00018913437,0.00035273362,0.000051004117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036473523,0.0005033767,0.9406453,0.0039385166,0.000037939637,0.00010488433,0.010348353,0.000004448732,2.7973883e-7,0.000035201138,0.0077426345,0.032991756],"study_design_scores_gemma":[0.003318777,0.0018070781,0.95809364,0.0016513511,0.000015241341,0.0000072987527,0.032578718,0.000046686186,0.0000010450007,0.00011146706,0.0021305564,0.00023816277],"about_ca_topic_score_codex":0.066353925,"about_ca_topic_score_gemma":0.051733777,"teacher_disagreement_score":0.032753594,"about_ca_system_score_codex":0.00032306812,"about_ca_system_score_gemma":0.00021672867,"threshold_uncertainty_score":0.9814542},"labels":[],"label_agreement":null},{"id":"W4382141089","doi":"10.11604/pamj.2023.45.86.40409","title":"When little can do more: the case for investing in mental healthcare in Ghana","year":2023,"lang":"en","type":"article","venue":"Pan African Medical Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Medicine; Mental healthcare; Health care; Mental health; Psychiatry; Economic growth","score_opus":0.07926187384077278,"score_gpt":0.41677508596928825,"score_spread":0.3375132121285155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382141089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9185062,0.00066524884,0.000007830223,0.07828069,0.00091890205,0.0005453922,0.000038802507,0.000027824071,0.0010090988],"genre_scores_gemma":[0.99631375,0.000044249635,0.00010814203,0.0024565195,0.00053536106,0.0001575211,0.000019600464,0.000022168031,0.00034270252],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9976869,0.0003929476,0.000572567,0.00024043104,0.0003940145,0.0007131071],"domain_scores_gemma":[0.9986348,0.0005372014,0.000147547,0.00015729078,0.000022387858,0.00050078554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001936681,0.00014281452,0.00024438597,0.0002454628,0.0003312649,0.000046776073,0.00031820047,0.00011055155,0.00060598145],"category_scores_gemma":[0.0002583516,0.000095295756,0.00006414364,0.0005268141,0.00013589783,0.000052949214,0.000072250215,0.00069428456,0.000036085108],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031354753,0.0004453161,0.10556655,0.0001424173,0.00007415671,0.023808904,0.107249364,0.0000011705221,0.0000054795764,0.002183755,0.042304322,0.71790504],"study_design_scores_gemma":[0.022533888,0.0018755264,0.19771047,0.0018086692,0.00009339887,0.02856793,0.6964283,0.0033777573,0.0000413685,0.02537273,0.020977357,0.0012125818],"about_ca_topic_score_codex":0.0045679165,"about_ca_topic_score_gemma":0.007632406,"teacher_disagreement_score":0.71669245,"about_ca_system_score_codex":0.00029223767,"about_ca_system_score_gemma":0.00016691512,"threshold_uncertainty_score":0.69053537},"labels":[],"label_agreement":null},{"id":"W4382237142","doi":"10.1017/gmh.2023.19","title":"Effective training practices for non-specialist providers to promote high-quality mental health intervention delivery: A narrative review with four case studies from Kenya, Ethiopia, and the United States","year":2023,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Mental Health; Duke Global Health Institute, Duke University; University of Cambridge; National Institutes of Health; Grand Challenges Canada","keywords":"Mental health; Intervention (counseling); Narrative; Medicine; Nursing; Training (meteorology); Quality (philosophy); Psychology; Family medicine; Medical education; Psychiatry; Geography","score_opus":0.16556043789005886,"score_gpt":0.5128399934919359,"score_spread":0.347279555601877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382237142","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013820984,0.9161139,0.00007417041,0.013998948,0.001719668,0.045197368,0.0088885445,0.00014927005,0.000037147845],"genre_scores_gemma":[0.0005790731,0.9762677,0.0008765953,0.0055550844,0.00032270714,0.008771041,0.0071862214,0.0001142654,0.0003273028],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98928225,0.00491517,0.0023180393,0.0016824938,0.00060343085,0.0011986179],"domain_scores_gemma":[0.9919734,0.0015789744,0.004953969,0.0006173576,0.00022253611,0.00065373397],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00522818,0.0011237203,0.0041301665,0.00020278439,0.0019973821,0.00017081686,0.0004150206,0.00023319344,0.000011664699],"category_scores_gemma":[0.00026694828,0.00073098217,0.0004545227,0.0011416167,0.00043441963,0.0003163292,0.00035768122,0.0007129615,0.00003927855],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023421051,0.00037395078,0.000012863073,0.08290431,0.0026425591,0.00017831339,0.030544803,1.1036408e-7,1.330452e-8,0.001029401,0.027363699,0.85260785],"study_design_scores_gemma":[0.016948905,0.010123662,0.00023901965,0.24196991,0.0021578406,0.0016471741,0.09817769,0.000024777317,4.6874806e-7,0.0002452791,0.6267859,0.0016793703],"about_ca_topic_score_codex":0.07672962,"about_ca_topic_score_gemma":0.0080101155,"teacher_disagreement_score":0.8509285,"about_ca_system_score_codex":0.00475492,"about_ca_system_score_gemma":0.0005546503,"threshold_uncertainty_score":0.9995141},"labels":[],"label_agreement":null},{"id":"W4382242643","doi":"10.1097/cxa.0000000000000177","title":"Description and Initial Evaluation of a Postdischarge Intervention to Support Transition of Care in Substance Use Disorder Treatment","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Medicine; Intervention (counseling); Addiction; Psychiatry","score_opus":0.09227570960833732,"score_gpt":0.38320981888793776,"score_spread":0.29093410927960045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382242643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99814206,0.00044578253,0.00004198029,0.00029278072,0.00041718627,0.00044444908,0.000105525476,0.0000026523396,0.00010757712],"genre_scores_gemma":[0.99974585,0.00003291796,0.0000112825755,0.0000166831,0.000037159138,0.00002451724,0.00008886128,0.0000066973266,0.000036061723],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990474,0.00022151318,0.00036546143,0.00007495098,0.0001672488,0.0001234077],"domain_scores_gemma":[0.99942875,0.000025855337,0.00019609096,0.00007366033,0.00018275695,0.00009289779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056062156,0.00006531791,0.0001308414,0.00041472385,0.000076206,0.0000129002165,0.0000418334,0.000045088553,0.00023607319],"category_scores_gemma":[0.000013416419,0.000051025312,0.000051116665,0.000277553,0.00003037358,0.00021434744,0.0000015113393,0.000056622113,0.0000046807936],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026549709,0.0003595401,0.08537865,0.000106615866,0.00022837016,0.000047275767,0.1428368,0.001026341,0.0006902369,0.0005584366,0.0006497896,0.765463],"study_design_scores_gemma":[0.004430453,0.004066369,0.9792711,0.00033769346,0.0002431359,0.00003579638,0.010099815,0.00025195218,0.00072056823,0.00021999299,0.00024394026,0.00007917981],"about_ca_topic_score_codex":0.030245174,"about_ca_topic_score_gemma":0.46419805,"teacher_disagreement_score":0.89389247,"about_ca_system_score_codex":0.00038571778,"about_ca_system_score_gemma":0.000111387795,"threshold_uncertainty_score":0.9762125},"labels":[],"label_agreement":null},{"id":"W4382344918","doi":"10.1177/07067437231178958","title":"Culturally Adapted Cognitive Behaviour Therapy (CaCBT) to Improve Community Mental Health Services for Canadians of South Asian Origin: A Qualitative Study","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mental Health Commission of Canada; University of Ottawa; Centre for Addiction and Mental Health; University of Toronto","funders":"Health Canada; Mental Health Commission","keywords":"Mental health; Qualitative research; Medicine; Population; Psychology; Clinical psychology; Psychiatry; Sociology","score_opus":0.06692718192772695,"score_gpt":0.4253768408296312,"score_spread":0.3584496589019042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382344918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703231,0.00043208527,0.0000041199505,0.021807492,0.0026143198,0.0023925332,0.0020628085,0.000012815938,0.0003507207],"genre_scores_gemma":[0.9965966,0.0000053835,0.00015640655,0.002330773,0.00020605711,0.000088228306,0.000081904866,0.000034927354,0.0004997456],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972512,0.0010029782,0.0007127057,0.00017740972,0.00024009995,0.0006156083],"domain_scores_gemma":[0.9977719,0.00013076176,0.00068106037,0.0002810142,0.00026509847,0.00087016966],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017057995,0.00023383791,0.00044257817,0.00037945362,0.0013033707,0.00005211507,0.0006203816,0.00007364873,0.00014203414],"category_scores_gemma":[0.000010238907,0.00016482528,0.0001555068,0.0005478357,0.000093191215,0.00010263143,0.000016135415,0.00044603023,0.000024622483],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008431704,0.00038944985,0.051916063,0.000075380594,0.0006407461,0.000012539587,0.93270946,0.000001227351,0.000003355906,0.0009533611,0.00729875,0.0051565194],"study_design_scores_gemma":[0.003573711,0.0043698307,0.13878196,0.0002013694,0.0000652468,0.000015188278,0.85170305,0.000001370812,0.000004668758,0.0008100569,0.00032164698,0.00015191047],"about_ca_topic_score_codex":0.5706899,"about_ca_topic_score_gemma":0.97220165,"teacher_disagreement_score":0.4015117,"about_ca_system_score_codex":0.00032154017,"about_ca_system_score_gemma":0.0018103621,"threshold_uncertainty_score":0.9999968},"labels":[],"label_agreement":null},{"id":"W4382602557","doi":"10.1371/journal.pone.0287162","title":"Barriers and facilitators associated with the use of mental health services among immigrant students in high-income countries: A systematic scoping review","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental health; CINAHL; PsycINFO; Mental health literacy; Medicine; MEDLINE; Population; Nursing; Psychology; Psychological intervention; Psychiatry; Mental illness; Environmental health; Political science","score_opus":0.048501588009799056,"score_gpt":0.34496063988615583,"score_spread":0.2964590518763568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382602557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843136,0.010403275,1.226472e-7,0.00070662785,0.00003884205,0.0043778853,0.000114711525,0.000041500713,0.0000034373302],"genre_scores_gemma":[0.9949418,0.0037678897,0.00000631706,0.000568852,0.0000041331896,0.00049743685,0.000042511165,0.000014923599,0.00015616174],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.99796444,0.000480604,0.00054116023,0.00022209265,0.00048768977,0.00030400188],"domain_scores_gemma":[0.9989229,0.00034062372,0.00037506607,0.00022420882,0.00003220928,0.00010499218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008622762,0.00014749891,0.00069589616,0.000095835596,0.00017095298,0.000031975065,0.00017117712,0.000038964754,0.000055290777],"category_scores_gemma":[0.000025393538,0.00009219361,0.000022450698,0.00044403833,0.00007322844,0.00014516158,0.000056739602,0.00008842261,0.000021309734],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049755432,0.00018214085,0.8111057,0.1806635,0.00043712964,0.000009533041,0.0075005176,4.420155e-7,0.0000012105711,0.000012171645,0.000031052685,0.000006811108],"study_design_scores_gemma":[0.0013993904,0.00027216508,0.39260378,0.60187083,0.00014239711,5.236523e-7,0.0035678528,0.000027549684,0.000007771412,0.000002306481,4.997629e-7,0.00010491874],"about_ca_topic_score_codex":0.0034969249,"about_ca_topic_score_gemma":0.0045030112,"teacher_disagreement_score":0.42120734,"about_ca_system_score_codex":0.00012229329,"about_ca_system_score_gemma":0.000025748881,"threshold_uncertainty_score":0.52863276},"labels":[],"label_agreement":null},{"id":"W4383710059","doi":"10.1177/10398562231188265","title":"Kintsugi: Comprehensive repair of Australia’s fractured psychiatric care system","year":2023,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Attrition; Private sector; Public sector; Bridge (graph theory); Pandemic; Health care; Business; Medicine; Nursing; Coronavirus disease 2019 (COVID-19); Public relations; Psychiatry; Political science; Economic growth; Economics","score_opus":0.03816882414241498,"score_gpt":0.37307509047838194,"score_spread":0.334906266335967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383710059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96627754,0.0013020143,0.00000624107,0.0007495164,0.0114253415,0.0011716437,0.0002290529,0.0009926932,0.017845977],"genre_scores_gemma":[0.99299616,0.000011945454,0.0009205736,0.00012097474,0.00066412956,0.00011094816,0.0002769557,0.00006883516,0.0048294854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969056,0.00017997793,0.00089863944,0.00075757375,0.00040682146,0.0008513891],"domain_scores_gemma":[0.9981429,0.00006161705,0.00043395706,0.00096377236,0.00010988177,0.00028788135],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000119201264,0.00043898963,0.00057688745,0.00050422724,0.0002555113,0.000024023624,0.00045370794,0.00040200367,0.0012731191],"category_scores_gemma":[0.0000033637982,0.00040921333,0.0004370588,0.0012752372,0.00011116922,0.0001247063,0.000061728264,0.00039239292,0.0032837724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042292452,0.0005346329,0.700132,0.0033426418,0.0005019893,0.00014177577,0.00421763,0.000029012934,0.00004593895,0.02494715,0.26315004,0.0025342626],"study_design_scores_gemma":[0.00229685,0.0004892537,0.9634348,0.00020819445,0.00020571685,0.000048060985,0.024849713,0.000008060815,0.00005287518,0.00027550824,0.0077128913,0.00041806474],"about_ca_topic_score_codex":0.00067851716,"about_ca_topic_score_gemma":0.00011324629,"teacher_disagreement_score":0.2633028,"about_ca_system_score_codex":0.000121661775,"about_ca_system_score_gemma":0.000066469154,"threshold_uncertainty_score":0.99983597},"labels":[],"label_agreement":null},{"id":"W4383710173","doi":"10.1177/13634615231180376","title":"Gender (in)equity in global mental health research: A call to action","year":2023,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mailman School of Public Health, Columbia University; Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto; Economic and Social Research Council; University of Illinois at Urbana-Champaign; University of Cape Town; University of Dhaka; Inyuvesi Yakwazulu-Natali; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; Haramaya University; Monash University; South African Medical Research Council; University of Oxford; University of Warwick; UK Research and Innovation; Medical Research Council; Pokhara University; Wellcome Trust; University College London; Vanderbilt University; London School of Economics and Political Science; Durham University; Oxford Brookes University; Cardiff University; Universidade do Porto; London School of Hygiene and Tropical Medicine; Government of the United Kingdom; Birzeit University; Addis Ababa University; McGill University; Jewish General Hospital; George Washington University; King's College London; Boston College; Imperial College London; University of Washington; Tribhuvan University","keywords":"Call to action; Mental health; Equity (law); Global mental health; Psychology; Psychiatry; Political science; Business; Advertising","score_opus":0.4255481738367102,"score_gpt":0.5781393854757766,"score_spread":0.15259121163906642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383710173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514018,0.0005415437,0.000003870698,0.028418066,0.0030317653,0.0013344508,0.00008114174,0.00012254826,0.01506481],"genre_scores_gemma":[0.99669534,0.000091375776,0.00013992134,0.0010626006,0.00019064549,0.00018494269,0.000126459,0.000014648556,0.0014940541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972463,0.00035647058,0.00042505885,0.00051671156,0.00042428143,0.001031131],"domain_scores_gemma":[0.99941874,0.000019663616,0.00003621448,0.00022328533,0.000019367535,0.00028273612],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000881684,0.00017821658,0.00023912887,0.00022428988,0.00023593893,0.00003167927,0.00025192203,0.0001221769,0.00036835586],"category_scores_gemma":[0.000003363965,0.00014759715,0.00008343928,0.0017519655,0.000039592607,0.00014588614,0.00003895859,0.00036079675,0.0014089625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002453097,0.0022350154,0.52095425,0.00062726566,0.00009528532,0.000059955633,0.047800332,0.000036368867,0.00019950127,0.014516726,0.28015897,0.13086325],"study_design_scores_gemma":[0.0024618006,0.0002961934,0.9861645,0.00009083656,0.000002608346,0.000013006256,0.005943303,0.000011618038,0.000004208549,0.0022789093,0.0025685728,0.00016445262],"about_ca_topic_score_codex":0.006518507,"about_ca_topic_score_gemma":0.054062612,"teacher_disagreement_score":0.46521026,"about_ca_system_score_codex":0.0006837402,"about_ca_system_score_gemma":0.000080452104,"threshold_uncertainty_score":0.99936855},"labels":[],"label_agreement":null},{"id":"W4383815369","doi":"10.1016/j.jad.2023.07.050","title":"Mental health literacy and suicidal ideation among Chinese college students: The mediating role of depressive symptoms and anxiety symptoms","year":2023,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"Canadian Institutes of Health Research; Shandong University; National Natural Science Foundation of China; Toronto Metropolitan University","keywords":"Suicidal ideation; Anxiety; Clinical psychology; Mental health; Psychology; Psychiatry; Depression (economics); Suicide prevention; Poison control; Medicine","score_opus":0.004267380730552891,"score_gpt":0.3441874361310304,"score_spread":0.33992005540047754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383815369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950769,0.00302062,0.000009847005,0.0005800048,0.00034356207,0.0007064618,0.00006274302,0.000011917518,0.00018796012],"genre_scores_gemma":[0.99900156,0.0007143509,0.000009179495,0.00009694287,0.00007668424,0.000029397861,0.000018589026,0.000016258338,0.000037040965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985505,0.00030150297,0.0004146774,0.00017309672,0.0003207854,0.00023946648],"domain_scores_gemma":[0.998671,0.00039956265,0.00066216115,0.00009638782,0.00005917199,0.000111695634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005841592,0.0001593437,0.00030766384,0.0001717448,0.00029672528,0.000035312973,0.00014355191,0.000053654072,0.000020967205],"category_scores_gemma":[0.000044347318,0.00010210568,0.00006928048,0.00036012867,0.00012378255,0.00033266976,0.00007944213,0.00019100767,0.0000014393206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014883709,0.00016311106,0.90830547,0.000037706912,0.00022594722,0.0000024318276,0.0149212405,0.000007482912,0.000063374944,0.00009645577,0.00011669145,0.07591123],"study_design_scores_gemma":[0.0027224084,0.0007049048,0.9892284,0.00008243123,0.00003316795,0.000020110634,0.00617975,0.00021157356,0.00003388795,0.0006775721,0.000027137225,0.00007861546],"about_ca_topic_score_codex":0.00068176625,"about_ca_topic_score_gemma":0.00030632818,"teacher_disagreement_score":0.080922954,"about_ca_system_score_codex":0.00007307279,"about_ca_system_score_gemma":0.00002242442,"threshold_uncertainty_score":0.4163749},"labels":[],"label_agreement":null},{"id":"W4383896884","doi":"10.1016/j.healthpol.2023.104878","title":"Challenges facing mental health systems arising from the COVID-19 pandemic: Evidence from 14 European and North American countries","year":2023,"lang":"en","type":"review","venue":"Health Policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Coronavirus Infections; Political science; Geography; Medicine; Virology; Psychiatry; Outbreak","score_opus":0.4981431535173091,"score_gpt":0.5551927775035349,"score_spread":0.05704962398622582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383896884","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006023817,0.96736795,0.000014044592,0.022877004,0.0013304917,0.0035088784,0.003738361,0.00035163332,0.000209281],"genre_scores_gemma":[0.00065824244,0.98145264,0.000022804648,0.01360156,0.0024130025,0.00030090677,0.0010949516,0.00017248972,0.00028340018],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98964167,0.005372063,0.0017992825,0.0013106556,0.0004924283,0.0013839068],"domain_scores_gemma":[0.9916589,0.0037336408,0.0024031799,0.0010066252,0.000027282405,0.0011703451],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022185782,0.0007929836,0.0026683793,0.00024695264,0.0016971475,0.00020052984,0.00069962745,0.00014714002,0.00003326681],"category_scores_gemma":[0.00019119655,0.0005505323,0.00018905057,0.0006265293,0.00033680757,0.00013487568,0.00032347022,0.0008590692,0.00066428573],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027684031,0.000040342573,0.003630935,0.016708864,0.00026895263,0.000025286497,0.020482495,4.053699e-7,2.043371e-9,0.0002469105,0.011441216,0.9471269],"study_design_scores_gemma":[0.00041362527,0.00025101646,0.006231116,0.014565267,0.00009502822,0.00006388812,0.0026187832,0.0000021549001,1.175061e-9,0.000015655974,0.97536254,0.00038090476],"about_ca_topic_score_codex":0.4242218,"about_ca_topic_score_gemma":0.041695822,"teacher_disagreement_score":0.96392137,"about_ca_system_score_codex":0.002244686,"about_ca_system_score_gemma":0.0017461737,"threshold_uncertainty_score":0.99969465},"labels":[],"label_agreement":null},{"id":"W4384131346","doi":"10.3390/bs13070581","title":"Schizophrenia: A Review of Social Risk Factors That Affect Women","year":2023,"lang":"en","type":"review","venue":"Behavioral Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Affect (linguistics); Schizophrenia (object-oriented programming); Psychology; Psychological intervention; Psychiatry; Clinical psychology; Social support; Developmental psychology; Medicine; Social psychology","score_opus":0.33789910224483544,"score_gpt":0.5385787238385068,"score_spread":0.20067962159367136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384131346","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016799795,0.9788932,9.526107e-8,0.00001328968,0.0011338663,0.0016325631,0.0003717442,0.000088045286,0.0010673818],"genre_scores_gemma":[0.00074185326,0.99721664,0.000013594663,0.000014793373,0.00009852102,0.0006657361,0.00008758999,0.00003192366,0.0011293186],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996832,0.0005900032,0.0006832713,0.0006487961,0.00057694904,0.00066897174],"domain_scores_gemma":[0.99830973,0.0002065851,0.0010530258,0.00026602324,0.00002053973,0.00014409836],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012145491,0.00042902929,0.0018914647,0.0002522532,0.00051836454,0.000043363572,0.00085255696,0.00025548442,0.0025255992],"category_scores_gemma":[0.000016923223,0.00026927938,0.0005564438,0.0013360189,0.0004161451,0.00012633359,0.0001522091,0.00031947478,0.00050787686],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041149483,0.00017720977,0.0008767268,0.02710885,0.000040619667,0.000011836638,0.00037289277,9.506161e-10,9.951865e-9,0.000121297526,0.0013593389,0.96992713],"study_design_scores_gemma":[0.00060975394,0.0013412023,0.0075843744,0.12202364,0.0029787102,0.000015798088,0.0013301076,6.1122456e-8,9.953975e-7,0.00011776909,0.86284006,0.0011575276],"about_ca_topic_score_codex":0.0010937453,"about_ca_topic_score_gemma":0.000045212408,"teacher_disagreement_score":0.96876955,"about_ca_system_score_codex":0.00018151489,"about_ca_system_score_gemma":0.00016049879,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W4384283480","doi":"10.46747/cfp.6907481","title":"Psychiatric consultation","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Manitoba Health; Winnipeg Regional Health Authority; University of Manitoba","funders":"University of Manitoba","keywords":"Referral; Primary care; Medicine; Intervention (counseling); Mental health; Service (business); Secondary care; Family medicine; Psychiatry","score_opus":0.03690568285571593,"score_gpt":0.33255733471761023,"score_spread":0.2956516518618943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384283480","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45740125,0.0002898415,0.0000020308757,0.00072160497,0.001509776,0.00029757977,0.000080735575,0.00012053585,0.53957665],"genre_scores_gemma":[0.94818425,0.000011547112,0.000017913815,0.045062855,0.00032369033,0.00010378284,0.00025589543,0.000025664513,0.0060144104],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99904555,0.000036090034,0.00013326586,0.00022486919,0.00008466733,0.00047555505],"domain_scores_gemma":[0.99939257,0.00004000566,0.000040039497,0.00020031906,0.000023400507,0.0003036765],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060930874,0.00010608765,0.0001042948,0.0003008903,0.00026070516,0.000023555915,0.0001264551,0.0000582132,0.00004612863],"category_scores_gemma":[0.0000019041297,0.000110803885,0.000040056304,0.0009184994,0.000028935356,0.00006672065,0.0000060330303,0.00007822454,0.012915284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018883467,0.000053986354,0.0015398912,0.000021737203,0.00005078648,0.00009724175,0.0007106131,0.000004070063,0.00009529686,0.023384124,0.56549406,0.4085293],"study_design_scores_gemma":[0.0017127392,0.00013278295,0.57635844,0.000021993554,0.00003935856,7.154805e-7,0.005033824,0.00009076088,0.00002987969,0.00420659,0.41196406,0.00040885323],"about_ca_topic_score_codex":0.0273321,"about_ca_topic_score_gemma":0.0094146365,"teacher_disagreement_score":0.57481855,"about_ca_system_score_codex":0.00012292706,"about_ca_system_score_gemma":0.000086799,"threshold_uncertainty_score":0.9878533},"labels":[],"label_agreement":null},{"id":"W4384627165","doi":"10.1111/cdoe.12893","title":"Oral health‐related stigma: Describing and defining a ubiquitous phenomenon","year":2023,"lang":"en","type":"review","venue":"Community Dentistry And Oral Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Phenomenon; Stigma (botany); Oral health; Internet privacy; Epistemology; Dentistry; Psychiatry","score_opus":0.447965413376081,"score_gpt":0.5090166717652976,"score_spread":0.061051258389216656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384627165","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010398902,0.98579454,0.000025563959,0.00018298742,0.0015653741,0.0009731378,0.00015227398,0.00022596003,0.0006812799],"genre_scores_gemma":[0.0020758244,0.99335444,0.00045162908,0.0006196461,0.000064010994,0.00023755533,0.0015517849,0.00009624991,0.001548858],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98279905,0.013362304,0.00195874,0.0006638213,0.00008493449,0.0011311421],"domain_scores_gemma":[0.9890566,0.008457119,0.001181622,0.0008201987,0.000026102567,0.0004583803],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006113528,0.000699451,0.0039431504,0.00028134324,0.0018431911,0.000047935075,0.00055879296,0.0009453062,0.00019651119],"category_scores_gemma":[0.0007051002,0.0006158179,0.00024289305,0.00041122673,0.0005168641,0.00011376313,0.00085733726,0.0026375884,0.00041259563],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026909924,0.00014565006,0.0012402057,0.010689488,0.00041688874,0.00018372427,0.0005592035,1.7618804e-7,1.3013489e-8,0.005591283,0.0034542382,0.97769225],"study_design_scores_gemma":[0.0048938417,0.0024713154,0.01324294,0.039713066,0.0027311107,0.009806879,0.004597389,0.000052480627,7.4377134e-8,0.02759799,0.89202154,0.0028713995],"about_ca_topic_score_codex":0.007901551,"about_ca_topic_score_gemma":0.0010598315,"teacher_disagreement_score":0.9748208,"about_ca_system_score_codex":0.00016341072,"about_ca_system_score_gemma":0.00009294337,"threshold_uncertainty_score":0.99966335},"labels":[],"label_agreement":null},{"id":"W4384648900","doi":"10.1136/bmjopen-2023-073183","title":"Pan-Canadian study of psychiatric care (PCPC): protocol for a mixed-methods study","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of Manitoba; University of Ottawa; Dalhousie University; University of Toronto; Nova Scotia Health Authority; Centre for Addiction and Mental Health; Ontario Tech University; University of British Columbia; Ontario Shores Centre for Mental Health Sciences","funders":"Canadian Institutes of Health Research; Department of Health, Western Cape Government; Simon Fraser University; Nova Scotia Department of Health and Wellness; University of Ontario Institute of Technology","keywords":"Medicine; Protocol (science); Psychiatry; Epidemiology; Health services research; Public health; Family medicine; Gerontology; Alternative medicine; Nursing; Pathology","score_opus":0.20696002689455836,"score_gpt":0.6186446623118625,"score_spread":0.41168463541730416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384648900","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25640318,0.0000044034446,0.00000515121,0.00013619715,0.0005649488,0.7289927,0.000050383882,0.00003500362,0.013808044],"genre_scores_gemma":[0.29440627,3.7206373e-8,0.0007773007,0.00006384577,0.00008492592,0.70198137,0.000020303918,0.000028223436,0.00263776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976996,0.0006582563,0.00054534303,0.00046748825,0.00017768049,0.00045163828],"domain_scores_gemma":[0.9986671,0.00015943122,0.00021394523,0.00070738734,0.00007757744,0.00017451498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014208889,0.00018074558,0.00039638916,0.0003079451,0.00031882175,0.00006461622,0.0007757436,0.0000734077,0.000543735],"category_scores_gemma":[0.000027228158,0.00014930223,0.000060671984,0.0007764134,0.000013507371,0.00009412707,0.00022882175,0.00008457101,0.00025381465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001558838,0.004739555,0.5554291,0.0005317962,0.00026427885,0.00005977793,0.029806638,0.000001720943,0.000001526461,0.00020313798,0.054227795,0.35317582],"study_design_scores_gemma":[0.016949337,0.008710261,0.7875342,0.00004955461,0.00008658586,0.000002285988,0.16657364,0.000009313874,0.000014120456,0.00021695474,0.019571336,0.00028240916],"about_ca_topic_score_codex":0.12428852,"about_ca_topic_score_gemma":0.23589616,"teacher_disagreement_score":0.3528934,"about_ca_system_score_codex":0.000086086206,"about_ca_system_score_gemma":0.00014925521,"threshold_uncertainty_score":0.8815429},"labels":[],"label_agreement":null},{"id":"W4384826434","doi":"10.1093/geroni/igad075","title":"Differential Associations Between Depressive Symptom-Domains With Anxiety, Loneliness, and Cognition in a Sample of Community Older Chinese Adults: A Multiple Indicators Multiple Causes Approach","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Hong Kong","keywords":"Loneliness; Cognition; Anxiety; Clinical psychology; Psychology; Depressive symptoms; Depression (economics); Sample (material); Differential (mechanical device); Developmental psychology; Psychiatry","score_opus":0.03706975211244605,"score_gpt":0.35118487584202657,"score_spread":0.3141151237295805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384826434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975448,0.00001659966,0.0010121252,0.00008889506,0.000071438975,0.0007371923,0.0003720955,0.00006382953,0.00009298571],"genre_scores_gemma":[0.9958503,0.000008405411,0.00017422266,0.00005130778,0.000046654255,0.0002949226,0.0035467674,0.000020526297,0.0000068500935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985563,0.00023719086,0.0005817443,0.00020010429,0.00017824063,0.0002463981],"domain_scores_gemma":[0.99852604,0.00080304156,0.00038513725,0.00016819737,0.00008967131,0.000027929724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034162268,0.00015408106,0.00027800526,0.00093190244,0.00018991689,0.000021138812,0.00010694231,0.00010575776,0.00001847136],"category_scores_gemma":[0.00021360972,0.00013635143,0.000015836004,0.00273556,0.00007130447,0.00018821721,0.00007868196,0.00031417827,0.0000021559636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006697532,0.00040538143,0.9831563,0.00010452479,0.000048999853,0.000001446083,0.011779012,0.000014078294,0.000061188846,0.00009660199,0.00001608721,0.004249364],"study_design_scores_gemma":[0.0052441987,0.00003141583,0.9901724,0.00016913946,0.000016712243,9.059457e-7,0.0033716194,0.00041750915,0.00016581723,0.00028442286,0.0000020550804,0.00012380589],"about_ca_topic_score_codex":0.005522417,"about_ca_topic_score_gemma":0.0021607806,"teacher_disagreement_score":0.0084073935,"about_ca_system_score_codex":0.00007412767,"about_ca_system_score_gemma":0.000019508996,"threshold_uncertainty_score":0.83482796},"labels":[],"label_agreement":null},{"id":"W4385145331","doi":"10.1016/j.comppsych.2023.152404","title":"A multidimensional approach for differentiating the clinical needs of young people presenting for primary mental health care","year":2023,"lang":"en","type":"article","venue":"Comprehensive Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Mania; Distress; Psychology; Latent class model; Psychiatry; Psychological intervention; Clinical psychology; Social support; Anxiety; Depression (economics); Intervention (counseling); Bipolar disorder; Cognition; Psychotherapist","score_opus":0.07074034835490736,"score_gpt":0.41397802999138567,"score_spread":0.3432376816364783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385145331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97984123,0.003163732,0.0020419161,0.0020478612,0.0067742555,0.0047777076,0.00039667173,0.00011897857,0.00083762326],"genre_scores_gemma":[0.97915053,0.00004081507,0.015141113,0.0010495194,0.0008573838,0.0010826183,0.002009273,0.000068380905,0.00060034526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976358,0.00024432814,0.0008731627,0.0004143025,0.00022525084,0.0006071614],"domain_scores_gemma":[0.9980348,0.0007511842,0.00051687757,0.00041013007,0.00016546316,0.00012155696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033532368,0.00024707278,0.0005481892,0.00014145984,0.00083766057,0.000019176774,0.0002852979,0.000118973745,0.000030185214],"category_scores_gemma":[0.000018378223,0.00018594375,0.0004017246,0.00035433122,0.00008905501,0.00005648511,0.00016708889,0.00019266749,0.000012056558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014452253,0.0014981745,0.8158456,0.003566839,0.00073720445,3.106754e-7,0.035782564,0.00003257662,0.000104647945,0.005876553,0.111461766,0.02364854],"study_design_scores_gemma":[0.0069876616,0.0006830109,0.9197453,0.000121280544,0.000106178995,0.000009002839,0.06751746,0.0020351736,0.000015030188,0.0003094213,0.0021652011,0.00030522616],"about_ca_topic_score_codex":0.00009228299,"about_ca_topic_score_gemma":0.000044921024,"teacher_disagreement_score":0.10929656,"about_ca_system_score_codex":0.00005496691,"about_ca_system_score_gemma":0.00010495723,"threshold_uncertainty_score":0.7582566},"labels":[],"label_agreement":null},{"id":"W4385254941","doi":"","title":"Correlation of Health-Related Quality of Life in Clinically Stable Outpatients with Schizophrenia","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Correlation; Quality of life (healthcare); Psychiatry; Medicine; Clinical psychology; Psychology; Psychotherapist; Mathematics","score_opus":0.31487543808039864,"score_gpt":0.5907579136356985,"score_spread":0.2758824755552999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385254941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828673,0.006920084,0.0000487182,0.00009932652,0.000759733,0.0015196485,0.00006895837,0.000015447742,0.0077007865],"genre_scores_gemma":[0.99807376,0.0005800137,0.0001526401,0.00014138011,0.000020691068,0.000036356105,0.000053616564,0.000037783324,0.000903755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935098,0.001221313,0.0036664363,0.00047250593,0.0007037237,0.00042619155],"domain_scores_gemma":[0.9933775,0.0006872302,0.0048179133,0.00060140155,0.00027700272,0.00023892797],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003665214,0.0002745148,0.0016150329,0.0006410515,0.00009908043,0.00008176669,0.0012225109,0.00018808196,0.021091187],"category_scores_gemma":[0.00017935593,0.00022771764,0.00013759655,0.0010611909,0.0001253876,0.0011327178,0.00028141576,0.00045636602,0.00008429043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059921965,0.0014990139,0.9732734,0.00034063275,0.00020193742,0.000003036744,0.00052184646,0.00019371099,0.00028608026,0.00024241429,0.0010377963,0.01640796],"study_design_scores_gemma":[0.0056300526,0.00018962396,0.9917141,0.00084796885,0.000025930263,0.0000012388979,0.00021298898,0.00004802083,0.00015961692,0.0008803977,0.00008150994,0.00020851631],"about_ca_topic_score_codex":0.015415551,"about_ca_topic_score_gemma":0.00027550905,"teacher_disagreement_score":0.021006897,"about_ca_system_score_codex":0.00012567065,"about_ca_system_score_gemma":0.00026158593,"threshold_uncertainty_score":0.9911409},"labels":[],"label_agreement":null},{"id":"W4385276507","doi":"10.1177/00957984231192141","title":"Representations of Mental Illness in a Ga Community in Southern Ghana","year":2023,"lang":"en","type":"article","venue":"Journal of Black Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Jewish General Hospital","funders":"","keywords":"Mental illness; Attribution; Psychology; Mental health; Distress; Context (archaeology); Stigma (botany); Mental distress; Meaning (existential); Narrative; Social psychology; Clinical psychology; Psychiatry; Psychotherapist","score_opus":0.09249479262114373,"score_gpt":0.4656283982545261,"score_spread":0.3731336056333824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385276507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98739,0.00013400457,0.00000959541,0.0016449076,0.0009345116,0.00022362231,0.000022386263,0.000009075892,0.009631924],"genre_scores_gemma":[0.9987927,0.00006787107,0.000042222953,0.00028126282,0.000060416507,0.000012778617,0.00001393133,0.000015036219,0.0007137723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772775,0.00080994127,0.0008840078,0.00012955682,0.00015585976,0.0002928674],"domain_scores_gemma":[0.99886036,0.0002492438,0.00046499184,0.0003080716,0.000045546974,0.00007178904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011370087,0.00011127587,0.0003745972,0.00073339127,0.00006192369,0.0000053763442,0.00034450385,0.00012454574,0.0007390993],"category_scores_gemma":[0.000033236025,0.000099837256,0.00009140108,0.000787157,0.00015266523,0.00008999883,0.00004931411,0.00054423336,0.00021983804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002567309,0.004895803,0.7358219,0.000106689375,0.0002134076,0.0007610617,0.18536732,0.00007723218,0.0014705562,0.00089000934,0.023689631,0.044139102],"study_design_scores_gemma":[0.006820654,0.00062796165,0.91182613,0.00012659845,0.000017672997,0.00012497627,0.07663576,0.000025268657,0.00008052273,0.003169177,0.00041408092,0.00013117991],"about_ca_topic_score_codex":0.0012351895,"about_ca_topic_score_gemma":0.0016286322,"teacher_disagreement_score":0.17600426,"about_ca_system_score_codex":0.0000623863,"about_ca_system_score_gemma":0.000019308192,"threshold_uncertainty_score":0.8092619},"labels":[],"label_agreement":null},{"id":"W4385324238","doi":"10.1371/journal.pone.0289147","title":"Effects of an academic detailing service on benzodiazepine prescribing patterns in primary care","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Social Innovation; Institute for Clinical Evaluative Sciences; University of Toronto; Women's College Hospital","funders":"","keywords":"Primary care; Academic detailing; Benzodiazepine; Medicine; Family medicine; Internal medicine","score_opus":0.07945594575318453,"score_gpt":0.3369444989857512,"score_spread":0.25748855323256664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385324238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972922,0.0006398563,5.1443914e-7,0.000127734,0.00010387716,0.00081855187,0.000028823442,0.000094921874,0.00089349673],"genre_scores_gemma":[0.99865174,0.00008708141,0.000055443223,0.0005125828,0.00009343948,0.00017961812,0.00025363595,0.000026735432,0.00013971455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882966,0.00011548155,0.00025718633,0.00027690156,0.00020921831,0.0003115311],"domain_scores_gemma":[0.99941,0.00019561016,0.00008106494,0.0002146955,0.000024578932,0.00007407187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011160684,0.00012141795,0.0002490943,0.0001770381,0.000047002766,0.0000048805905,0.0001782061,0.00012179418,0.00005966783],"category_scores_gemma":[0.000010689696,0.00011965542,0.00002145842,0.00031002608,0.000007495594,0.00010037877,0.00005546699,0.00025501417,0.00018664563],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082094735,0.004681007,0.80031615,0.019470962,0.00026858656,0.00029640432,0.02245724,0.00003174079,0.08328088,0.00008942113,0.00003712236,0.06824953],"study_design_scores_gemma":[0.0021599769,0.00043640498,0.88968605,0.00244641,0.00007397388,4.334304e-7,0.0006642415,0.00010953969,0.10423025,0.00003650119,0.000004159805,0.00015205353],"about_ca_topic_score_codex":0.00032208595,"about_ca_topic_score_gemma":0.0001571842,"teacher_disagreement_score":0.0893699,"about_ca_system_score_codex":0.00009082518,"about_ca_system_score_gemma":0.000010301958,"threshold_uncertainty_score":0.48794064},"labels":[],"label_agreement":null},{"id":"W4385396235","doi":"10.1007/s12325-023-02622-x","title":"The Economic Burden of Adults with Major Depressive Disorder in the United States (2019)","year":2023,"lang":"en","type":"article","venue":"Advances in Therapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":194,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"Sage Therapeutics; Biogen","keywords":"Major depressive disorder; Medicine; Presenteeism; Absenteeism; Economic cost; Indirect costs; Economic impact analysis; Psychological intervention; Psychiatry; Demography; Environmental health; Gerontology; Psychology; Business; Economics; Mood","score_opus":0.013943775197073006,"score_gpt":0.3560974645480499,"score_spread":0.3421536893509769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385396235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986515,0.010776759,0.000003651209,0.0010610585,0.00018465836,0.0005832719,0.000018888008,0.000015889575,0.0008408192],"genre_scores_gemma":[0.9773003,0.021808134,0.000011090979,0.00016999857,0.00003176651,0.00031690352,0.00006945096,0.000012681639,0.00027966825],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991866,0.00014591355,0.0001982286,0.00016160193,0.00007090101,0.00023677551],"domain_scores_gemma":[0.9990518,0.00056601845,0.00010778191,0.00025083098,0.00000970847,0.000013853344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001793735,0.00009774349,0.00011688034,0.00008873969,0.00009358205,0.000011085487,0.00030299553,0.000027764885,0.00008575315],"category_scores_gemma":[0.000002449687,0.000046691683,0.000016901071,0.0003142368,0.0001015292,0.000103613245,0.000013526161,0.00009052626,0.0000466614],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005801544,0.00027487698,0.2784451,0.000050372793,0.00011510429,0.000055261655,0.05112355,0.009417679,0.0000066890143,0.0060812854,0.0009724111,0.64765614],"study_design_scores_gemma":[0.037550807,0.0027430377,0.4959271,0.00048008608,0.000024469686,0.000016881031,0.14260185,0.0029209566,0.00058322394,0.0328943,0.28345618,0.0008011121],"about_ca_topic_score_codex":0.00385556,"about_ca_topic_score_gemma":0.0032408417,"teacher_disagreement_score":0.646855,"about_ca_system_score_codex":0.000026606258,"about_ca_system_score_gemma":0.000009067677,"threshold_uncertainty_score":0.5828479},"labels":[],"label_agreement":null},{"id":"W4385434259","doi":"10.1177/27550834231186682","title":"Accessing mental health walk-in clinics and other services for children and families","year":2023,"lang":"en","type":"article","venue":"The Journal of Medicine Access","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Children’s Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; Children's Health Foundation; National Institute on Drug Abuse; Children's Health Research Institute","keywords":"Agency (philosophy); Mental health; Legal guardian; Demographics; Exploratory research; Service (business); Medicine; Psychology; Business; Psychiatry; Political science; Sociology; Demography; Marketing","score_opus":0.07098968220306602,"score_gpt":0.4774531009952248,"score_spread":0.4064634187921588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385434259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728981,0.0075729117,0.000011538034,0.018220045,0.0005725935,0.00047261376,0.000017812408,0.000011875266,0.00022251463],"genre_scores_gemma":[0.9905853,0.003996349,0.000033185348,0.004716232,0.0004591579,0.0000072592507,0.000009455288,0.000018567707,0.00017448139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986879,0.00016524384,0.00057870353,0.00012181314,0.00018424049,0.00026207988],"domain_scores_gemma":[0.9988901,0.00038049958,0.0004804124,0.00011605878,0.000025925105,0.000106989326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019819434,0.0001243372,0.00034983922,0.00022291038,0.00022992084,0.000032517066,0.00033400315,0.000045383662,0.00005733651],"category_scores_gemma":[0.000014023869,0.000067835565,0.000023292216,0.0002265859,0.0001376379,0.00024312467,0.00008864067,0.0001689505,0.0000021312244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010684144,0.000116192,0.57282376,0.00030012103,0.00014934194,0.000009533164,0.020763773,0.00000263716,0.000025143954,0.00016710004,0.010805157,0.39376882],"study_design_scores_gemma":[0.006517946,0.0007440248,0.9780547,0.0005990987,0.000057227953,0.00015829293,0.010868148,0.00007325957,0.000017819853,0.0011593845,0.0016596743,0.00009039225],"about_ca_topic_score_codex":0.0011983054,"about_ca_topic_score_gemma":0.0002508957,"teacher_disagreement_score":0.40523097,"about_ca_system_score_codex":0.000025380376,"about_ca_system_score_gemma":0.000019564459,"threshold_uncertainty_score":0.2766254},"labels":[],"label_agreement":null},{"id":"W4385456844","doi":"10.2196/51096","title":"Improving Children’s Mental Health Literacy Through the Cocreation of an Intervention and Scale Validation: Protocol for the CHILD-Mental Health Literacy Research Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Institut pour la Recherche en Santé Publique","keywords":"Mental health; Mental health literacy; Intervention (counseling); Scale (ratio); Literacy; Protocol (science); Health literacy; Psychology; Medical education; Medicine; Applied psychology; Psychiatry; Mental illness; Alternative medicine; Health care; Pedagogy","score_opus":0.2954927768153243,"score_gpt":0.6716728170329739,"score_spread":0.37618004021764956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385456844","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042252764,0.000025885238,0.000040467527,0.009041729,0.00003745751,0.94816256,0.000194158,0.00008211996,0.00016285734],"genre_scores_gemma":[0.055453267,0.0000030230983,0.00015730533,0.00010540155,0.00029485842,0.94250935,0.00037538933,0.000052248164,0.0010491406],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9909509,0.004621036,0.0010361858,0.0008187418,0.0013965924,0.0011765826],"domain_scores_gemma":[0.9973593,0.0006261347,0.00045676244,0.0009339954,0.00040613243,0.0002177027],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011553632,0.0002552471,0.00035395654,0.00036617753,0.0042390293,0.00057352113,0.0007643488,0.000086651315,0.00023835296],"category_scores_gemma":[0.00004918934,0.00015724568,0.000108795815,0.0012811117,0.00037720523,0.0009517312,0.00050205964,0.00079740037,0.00004540403],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054137823,0.009147147,0.02753373,0.0021847168,0.00011966791,0.0000022347876,0.07581933,0.0000011714711,0.000038865383,0.0009584144,0.023605043,0.8551759],"study_design_scores_gemma":[0.049143724,0.07332766,0.6777082,0.00868401,0.000010090796,0.00007785964,0.043210153,0.002351915,0.001305381,0.0020026546,0.14148639,0.0006919277],"about_ca_topic_score_codex":0.0033095586,"about_ca_topic_score_gemma":0.0002205697,"teacher_disagreement_score":0.85448396,"about_ca_system_score_codex":0.00040767767,"about_ca_system_score_gemma":0.00018612678,"threshold_uncertainty_score":0.9970573},"labels":[],"label_agreement":null},{"id":"W4385464230","doi":"10.14740/jocmr4939","title":"Descriptive Study of Patients Treated in a Psychosomatic Internal Medicine Declared by Japanese Family Medicine Clinic","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychosocial; Family medicine; Odds ratio; Confidence interval; Multivariate analysis; Medical record; Medical diagnosis; Internal medicine; Psychiatry","score_opus":0.45983483093198246,"score_gpt":0.6313907058776844,"score_spread":0.17155587494570196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385464230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98360515,0.001517497,0.0000024460119,0.004518301,0.002585433,0.001480538,0.000008404261,0.000020530753,0.006261711],"genre_scores_gemma":[0.99449885,0.0012581373,0.000008166403,0.0002979549,0.0011194003,0.0000585185,0.000030465395,0.00004415427,0.0026843385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98497367,0.0043957825,0.0063336156,0.00055467547,0.0029143703,0.0008278619],"domain_scores_gemma":[0.9855347,0.010339598,0.0017699886,0.0005895336,0.0010157279,0.00075042935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02004054,0.00033133448,0.0024035554,0.001948043,0.000117940035,0.000006810912,0.0010405835,0.00029966646,0.002733059],"category_scores_gemma":[0.0071408134,0.0001925272,0.00015809074,0.0028459176,0.0012771358,0.00016422279,0.00014756712,0.0021556974,0.00013171203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065582665,0.0056334636,0.7865761,0.00012768565,0.00040236994,0.00052199233,0.018110795,1.7270281e-7,0.00006022171,0.0000070080073,0.15444091,0.027561016],"study_design_scores_gemma":[0.042760763,0.050588533,0.84111345,0.0027937484,0.00013606487,0.000011474496,0.06130394,0.000028652263,0.000003732289,0.00039319467,0.00074759027,0.00011885891],"about_ca_topic_score_codex":0.0055890027,"about_ca_topic_score_gemma":0.00024175705,"teacher_disagreement_score":0.15369332,"about_ca_system_score_codex":0.00019399289,"about_ca_system_score_gemma":0.00008771761,"threshold_uncertainty_score":0.9981786},"labels":[],"label_agreement":null},{"id":"W4385477560","doi":"10.4103/ijmr.ijmr_2449_19","title":"Cost of implementing the QualityRights programme in public hospitals in Gujarat providing mental healthcare","year":2023,"lang":"en","type":"article","venue":"International Journal of Microbiology Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Grand Challenges Canada; World Health Organization","keywords":"Intervention (counseling); Mental health; Psychological intervention; Public health; Government (linguistics); Scale (ratio); Investment (military); Health care; Human resources; Business; Medicine; Total cost; Environmental health; Economic growth; Nursing; Economics; Psychiatry; Geography","score_opus":0.3510163498792935,"score_gpt":0.5723924202270719,"score_spread":0.22137607034777845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385477560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97314197,0.0005665564,0.0000014268011,0.024353787,0.0007700262,0.000728798,0.00004912909,0.0000057931857,0.00038252852],"genre_scores_gemma":[0.9991903,0.00012399141,0.000029031737,0.0001031676,0.00013792174,0.00007348774,0.00006615995,0.000009807621,0.00026615005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966727,0.0011488077,0.0009457048,0.00019415702,0.00032199413,0.0007166227],"domain_scores_gemma":[0.9983891,0.00061830063,0.00035898792,0.00012697719,0.00043740307,0.00006921077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068436116,0.000096343996,0.00024137179,0.001019449,0.00011670672,0.00004480676,0.00083870866,0.00009794039,0.00024215496],"category_scores_gemma":[0.00013595974,0.00006454312,0.000075718024,0.00063969084,0.00019657578,0.00015175012,0.00025792816,0.0005977538,0.000049365477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000710968,0.000796499,0.8781804,0.00006734858,0.00028738173,0.00046455025,0.011201942,0.0000013842082,0.02022108,0.008964292,0.0060002636,0.07310391],"study_design_scores_gemma":[0.016813345,0.0027619004,0.83384484,0.0012146704,0.00001566571,0.0012168344,0.06462616,0.00007688912,0.013056672,0.008779423,0.057084214,0.0005093694],"about_ca_topic_score_codex":0.0010576937,"about_ca_topic_score_gemma":0.0017305863,"teacher_disagreement_score":0.072594546,"about_ca_system_score_codex":0.0003975835,"about_ca_system_score_gemma":0.0001591292,"threshold_uncertainty_score":0.2651427},"labels":[],"label_agreement":null},{"id":"W4385478352","doi":"10.1016/j.ssmmh.2023.100247","title":"A reflection of the current status of the mental healthcare system in South Africa","year":2023,"lang":"en","type":"article","venue":"SSM - Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; National Department of Health; Association for Progressive Communications; Providence Health Care; World Health Organization","keywords":"Mental health; Mental healthcare; Health care; Medicine; Mental health care; Nursing; Quality (philosophy); Business; Psychiatry; Political science","score_opus":0.09739880010386855,"score_gpt":0.4444432116531264,"score_spread":0.34704441154925786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385478352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98294586,0.004955701,7.850919e-7,0.0011456017,0.0055438047,0.0025696123,0.0006112751,0.000062304134,0.0021650519],"genre_scores_gemma":[0.99894255,0.0001671844,0.000007892331,0.00011542094,0.000055725723,0.00013798941,0.000064908,0.000022143739,0.00048616607],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99708706,0.00061528623,0.0007504055,0.00031766586,0.0004560966,0.0007734673],"domain_scores_gemma":[0.9987937,0.00003960772,0.00053432205,0.00045315232,0.000023084316,0.00015610244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005326061,0.00017602142,0.0003323639,0.00015194253,0.00038684247,0.0000061562314,0.0002804557,0.00006197482,0.000045915483],"category_scores_gemma":[0.000004881057,0.00010918259,0.00012482927,0.0011244153,0.000095936564,0.000050422466,0.0001593327,0.00030089723,0.000046031528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009926411,0.0015785221,0.18916363,0.0057474547,0.00010117358,0.0000040559835,0.5643343,0.0000062959843,0.00016505225,0.010718285,0.012299067,0.21488956],"study_design_scores_gemma":[0.008441425,0.0020025903,0.6819672,0.004552377,0.000042853273,0.000023371771,0.28701738,0.00025937817,0.0011871523,0.0005964439,0.013395581,0.0005142521],"about_ca_topic_score_codex":0.0014205867,"about_ca_topic_score_gemma":0.0006767088,"teacher_disagreement_score":0.49280357,"about_ca_system_score_codex":0.001162992,"about_ca_system_score_gemma":0.00022813411,"threshold_uncertainty_score":0.44523367},"labels":[],"label_agreement":null},{"id":"W4385492231","doi":"10.1007/s43999-023-00026-6","title":"Direct and indirect barriers to hypothetical access to care among Canadian forces health services personnel","year":2023,"lang":"en","type":"article","venue":"Research in Health Services & Regions","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Armed Forces; Department of National Defence","funders":"Ministère de la Défense Nationale; Canadian Armed Forces","keywords":"Health care; Business; Health services; Environmental health; Medicine; Economics; Economic growth","score_opus":0.11506162561113804,"score_gpt":0.47233498394143203,"score_spread":0.357273358330294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385492231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9404841,0.003085028,5.551245e-7,0.04580523,0.00049544655,0.0043630386,0.00026399273,0.00017956775,0.005323023],"genre_scores_gemma":[0.985651,0.0009014954,0.00005763668,0.010922197,0.00018790123,0.0014515391,0.00014930076,0.00007512709,0.00060376915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931098,0.0012289895,0.0006627379,0.0011459352,0.0007498631,0.0031026325],"domain_scores_gemma":[0.9921436,0.0005706778,0.00011470569,0.0007095077,0.00015273197,0.006308809],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023691633,0.0003375778,0.00062718225,0.0026025889,0.0025165149,0.0003141776,0.0010595493,0.00020429732,0.00024120983],"category_scores_gemma":[0.000019527793,0.0003221425,0.000073429255,0.00415601,0.00013195127,0.00035500864,0.00041735958,0.0005636967,0.00043284736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041461363,0.00014664406,0.46809906,0.0125627965,0.00010356251,0.00032036274,0.4623476,0.00009045269,0.0000026626694,0.0014742659,0.008466819,0.045971144],"study_design_scores_gemma":[0.0012649937,0.0013071154,0.6250838,0.0038890757,0.00000805815,0.000013847723,0.31084839,0.00023983214,0.000013161138,0.00031694083,0.0564949,0.00051985454],"about_ca_topic_score_codex":0.8776246,"about_ca_topic_score_gemma":0.94548935,"teacher_disagreement_score":0.15698475,"about_ca_system_score_codex":0.0013013157,"about_ca_system_score_gemma":0.0010560411,"threshold_uncertainty_score":0.99992305},"labels":[],"label_agreement":null},{"id":"W4385606268","doi":"10.1016/j.psychres.2023.115404","title":"Predicting functional impairment in euthymic patients with mood disorder: A 5-year follow-up","year":2023,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Mood; Psychosocial; Major depressive disorder; Anxiety; Psychology; Population; Bipolar disorder; Clinical psychology; Generalized anxiety disorder; Mood disorders; Psychiatry; Medicine","score_opus":0.054752292762827275,"score_gpt":0.3953755862616879,"score_spread":0.3406232934988606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385606268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863426,0.00013947897,0.0000031840855,0.0016444852,0.0019302007,0.0012435989,0.000044131277,0.00012061807,0.008531671],"genre_scores_gemma":[0.9937838,0.000016023043,0.00004908563,0.000048938273,0.00023151883,0.00066372805,0.00022536733,0.000042366162,0.004939214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970081,0.0002890191,0.00031848208,0.0005483342,0.0008626079,0.00097347336],"domain_scores_gemma":[0.99916214,0.00015228786,0.000056194775,0.0003644728,0.000090376314,0.0001745509],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00088657613,0.00016790755,0.00017585047,0.00056604965,0.0004214435,0.000044849436,0.0002406317,0.00010421167,0.0014533204],"category_scores_gemma":[0.000017460246,0.00013527018,0.000052979372,0.0015981912,0.00007392829,0.00012552632,0.00012024903,0.0005147192,0.001962096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014509951,0.0011011688,0.98431045,0.000071563096,0.000057051744,0.00000522169,0.00067650736,0.0000063583025,7.367299e-7,0.00071928714,0.0086508645,0.0029498173],"study_design_scores_gemma":[0.008011881,0.00103755,0.98692524,0.00008626558,0.0000071012205,0.0000011331758,0.0025569366,0.0000681631,5.043588e-7,0.000760358,0.00041792874,0.00012693192],"about_ca_topic_score_codex":0.00095980725,"about_ca_topic_score_gemma":0.0024117099,"teacher_disagreement_score":0.008232936,"about_ca_system_score_codex":0.00014201865,"about_ca_system_score_gemma":0.00009849119,"threshold_uncertainty_score":0.9994595},"labels":[],"label_agreement":null},{"id":"W4385658318","doi":"10.1136/bmjment-2023-300838","title":"Correspondence on population health surveys and screening tools for depressive disorders: aims and uses by Arias de la Torre <i>et al</i>","year":2023,"lang":"en","type":"letter","venue":"BMJ Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"","keywords":"Psychology; Psychiatry","score_opus":0.07962872706788911,"score_gpt":0.4633367234494195,"score_spread":0.3837079963815304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385658318","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04609162,0.0055392855,0.0013889436,0.92866004,0.0022991444,0.010033258,0.0053582015,0.00026581393,0.00036370085],"genre_scores_gemma":[0.035558816,0.0022317863,0.0006063811,0.9423117,0.00055853376,0.0013536206,0.013943,0.00019155887,0.0032446107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936814,0.0033159528,0.00071141537,0.0009390275,0.00038334928,0.0009688966],"domain_scores_gemma":[0.9960408,0.0025964063,0.0007227849,0.00033516408,0.000016823964,0.00028801346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032300756,0.0004810245,0.0007072645,0.00018290376,0.0007750928,0.00020012297,0.00018175264,0.0003769153,0.000042941072],"category_scores_gemma":[0.00006248021,0.00046297806,0.000077237164,0.00014785338,0.000101081234,0.0002547077,0.00009049881,0.00079688715,0.000018511919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024372156,0.00010937042,0.015542868,0.00055486395,0.000047108813,0.00001894344,0.0009196646,7.890159e-7,6.4155387e-7,0.000061793624,0.8507794,0.1317208],"study_design_scores_gemma":[0.006894748,0.003956792,0.27336687,0.0029296302,0.00004301446,0.00016319838,0.0016573556,0.00014854931,0.0000064991177,0.0006824231,0.70903957,0.0011113809],"about_ca_topic_score_codex":0.016049137,"about_ca_topic_score_gemma":0.0014629782,"teacher_disagreement_score":0.257824,"about_ca_system_score_codex":0.00040574666,"about_ca_system_score_gemma":0.0001418088,"threshold_uncertainty_score":0.9997822},"labels":[],"label_agreement":null},{"id":"W4385669248","doi":"10.1192/j.eurpsy.2023.1770","title":"Measurement-based care vs. standard care for major depressive disorder in Pakistan: protocol for a randomized control trial","year":2023,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Protocol (science); Randomized controlled trial; Major depressive disorder; Clinical trial; Psychiatry; Family medicine; Alternative medicine; Mood; Internal medicine","score_opus":0.030078836161318387,"score_gpt":0.3967555368015262,"score_spread":0.3666767006402078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385669248","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027704308,0.0019078662,0.0043265265,0.0019094484,0.005400334,0.9459637,0.0014255024,0.00049407425,0.010868256],"genre_scores_gemma":[0.38292998,5.6826946e-7,0.00045352164,0.000558544,0.0006807263,0.6147747,0.00021158473,0.00013403669,0.0002563123],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99643964,0.0009812564,0.0008781741,0.00066937495,0.0003661704,0.0006653813],"domain_scores_gemma":[0.9985587,0.00026291815,0.00035416396,0.0004511642,0.00023856327,0.00013446754],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012535404,0.00036108846,0.0007674779,0.00021962484,0.00038043445,0.000072426395,0.00032090014,0.00009503704,0.00017550717],"category_scores_gemma":[0.00007520422,0.0002931591,0.00043524246,0.00024976564,0.00006587324,0.00006294785,0.000025334804,0.00015755814,0.00008431051],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9708602,0.00034003743,0.0043896963,0.0014349511,0.00015467036,0.00001389357,0.0027506817,0.00001908455,0.0000017442557,0.0005969923,0.010457969,0.008980123],"study_design_scores_gemma":[0.9639166,0.0015510876,0.0009936482,0.0004595427,0.00013956366,3.5169074e-7,0.004316147,0.000034837492,0.000011847356,0.00017365736,0.028087625,0.00031508983],"about_ca_topic_score_codex":0.00006241576,"about_ca_topic_score_gemma":0.00065434736,"teacher_disagreement_score":0.35522568,"about_ca_system_score_codex":0.00016480575,"about_ca_system_score_gemma":0.00017649094,"threshold_uncertainty_score":0.9999521},"labels":[],"label_agreement":null},{"id":"W4385721106","doi":"10.1186/s12888-023-05054-7","title":"Spanish media coverage of youth mental health issues during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"INCLIVA Instituto de Investigación Sanitaria","keywords":"Mental health; Thematic analysis; Pandemic; Newspaper; Context (archaeology); Psychology; Content analysis; Population; Victimisation; Psychiatry; Mental illness; Suicide prevention; Coronavirus disease 2019 (COVID-19); Medicine; Poison control; Qualitative research; Sociology; Media studies; Social science; Environmental health; History","score_opus":0.08938621361112947,"score_gpt":0.4072618370032072,"score_spread":0.31787562339207776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385721106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810934,0.004523577,0.000017352615,0.0055410345,0.0053431443,0.00080406107,0.000532877,0.00025685396,0.0018876805],"genre_scores_gemma":[0.9925158,0.00068793877,0.00009220069,0.0025240479,0.0005407221,0.000060788876,0.00024390528,0.000035112487,0.0032994614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998088,0.00025642358,0.000487885,0.00036658923,0.00029094235,0.00051017443],"domain_scores_gemma":[0.9989032,0.00009544791,0.00027189788,0.00047169885,0.000010102636,0.0002476265],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005307944,0.00019510971,0.00028145587,0.00011806443,0.00047580383,0.000019515337,0.0003386982,0.00009417795,0.0010756206],"category_scores_gemma":[0.000019110472,0.00014214059,0.00011677045,0.00039261184,0.00008892299,0.00006617255,0.00008522533,0.0001748424,0.00043563687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000260255,0.00017812476,0.95935684,0.000353096,0.00005950453,8.512313e-7,0.010255454,0.00000566175,0.000006256556,0.0015947594,0.027279021,0.00065016304],"study_design_scores_gemma":[0.004130036,0.00018865534,0.9665264,0.00007542591,0.0000372635,0.00003533189,0.016422383,0.0000093144545,0.000007993288,0.0014581444,0.010872503,0.0002365875],"about_ca_topic_score_codex":0.0017908678,"about_ca_topic_score_gemma":0.0018459308,"teacher_disagreement_score":0.01640652,"about_ca_system_score_codex":0.00010903581,"about_ca_system_score_gemma":0.00016864813,"threshold_uncertainty_score":0.9998375},"labels":[],"label_agreement":null},{"id":"W4385740869","doi":"10.21203/rs.3.rs-3164809/v1","title":"Measuring Stigma Cultures in Healthcare Settings: Development and Testing of a New Measure","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Queen's University","funders":"Health Canada; Mental Health Commission","keywords":"Stigma (botany); Health care; Mental health; Psychology; Psychological intervention; Feeling; Scale (ratio); Clinical psychology; Confirmatory factor analysis; Mental illness; Qualitative research; Psychiatry; Medicine; Social psychology; Structural equation modeling","score_opus":0.42266959261746373,"score_gpt":0.515532373922713,"score_spread":0.09286278130524928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385740869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980474,0.01110885,0.000010828414,0.0034047428,0.00046224848,0.0026900389,0.00005938061,0.00013703812,0.001652904],"genre_scores_gemma":[0.9950199,0.000116805706,0.0020339082,0.000038739105,0.00021322709,0.0005295642,0.00009925893,0.00006554502,0.001883011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955578,0.0006967373,0.000730949,0.0008812104,0.0011644644,0.0009688396],"domain_scores_gemma":[0.99795777,0.0005998685,0.000216597,0.00047334097,0.00038804824,0.00036439137],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030353537,0.0003060538,0.00054090814,0.0006898598,0.00032901877,0.00007783913,0.00041733703,0.00042571785,0.00004869906],"category_scores_gemma":[0.0006343966,0.00027654113,0.000053457454,0.0007633852,0.00008730709,0.000054168384,0.0009663251,0.0016500549,0.00006482408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003619018,0.00039471054,0.54788065,0.017900618,0.00020280982,0.0004097739,0.0378136,0.000050152114,0.0000694944,0.00061003026,0.0063715884,0.38793468],"study_design_scores_gemma":[0.0019547837,0.00031177833,0.9618083,0.019141246,0.000015835984,0.00001047114,0.009856075,0.000061560175,0.0010117082,0.0035197993,0.0017625244,0.0005458717],"about_ca_topic_score_codex":0.01848374,"about_ca_topic_score_gemma":0.0035285149,"teacher_disagreement_score":0.4139277,"about_ca_system_score_codex":0.00047257985,"about_ca_system_score_gemma":0.00071841653,"threshold_uncertainty_score":0.99996865},"labels":[],"label_agreement":null},{"id":"W4385820282","doi":"10.32604/ijmhp.2023.030087","title":"Medical Students’ Views on Psychiatry in Germany and Italy: Survey","year":2023,"lang":"en","type":"article","venue":"International Journal of Mental Health Promotion","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Internship; Psychiatry; Economic shortage; Specialty; Psychology; German; Mental illness; Medicine; Medical education","score_opus":0.09490168247191726,"score_gpt":0.5098441214678718,"score_spread":0.41494243899595457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385820282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96873784,0.0003847775,0.0000070394312,0.02400766,0.0060932282,0.00035393683,0.00003277109,0.000014421951,0.00036832382],"genre_scores_gemma":[0.9970813,0.00064329826,0.00002744703,0.0013438244,0.0003301317,0.000015987345,0.00009028034,0.000013175801,0.00045458795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970739,0.00046505802,0.0008027044,0.00017742609,0.0012403332,0.00024056908],"domain_scores_gemma":[0.9991198,0.00009157086,0.00043040462,0.000073961055,0.00007223292,0.0002120193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033948543,0.0001142376,0.00022119215,0.00044896704,0.00008097082,0.00003577127,0.00038714238,0.00007925611,0.00052656984],"category_scores_gemma":[0.000032010477,0.00009505619,0.000042063228,0.00021958422,0.000031558233,0.00015457811,0.00007648869,0.00029028513,0.00018188577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076214573,0.0031521968,0.85180134,0.00006409721,0.00011906022,0.00016395755,0.0019325056,9.312586e-7,0.000006805277,0.0009686493,0.0191507,0.12187761],"study_design_scores_gemma":[0.0032328758,0.0011697175,0.9932519,0.00057977415,0.000002256438,0.00014561483,0.0002801503,0.000037158447,0.000004729379,0.0003711873,0.00085641694,0.000068215624],"about_ca_topic_score_codex":0.00023265432,"about_ca_topic_score_gemma":0.0006291176,"teacher_disagreement_score":0.14145057,"about_ca_system_score_codex":0.00030993417,"about_ca_system_score_gemma":0.00009693175,"threshold_uncertainty_score":0.57655704},"labels":[],"label_agreement":null},{"id":"W4385961356","doi":"10.46743/2160-3715/2023.6198","title":"Perceptions of Mental Health among Pakistani Women with Micro-Finance Loans: An Interpretive Descriptive Study","year":2022,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Brock University","funders":"","keywords":"Mental health; Psychology; Nonprobability sampling; Qualitative research; Medicine; Sociology; Psychiatry; Environmental health; Population; Social science","score_opus":0.07867365454620158,"score_gpt":0.4993395167042597,"score_spread":0.4206658621580581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385961356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467725,0.00015781945,0.00013543163,0.0003320157,0.00023665713,0.002107564,0.00027860072,0.000036484034,0.0020382016],"genre_scores_gemma":[0.99458575,0.000005043859,0.0001889751,0.00018652482,0.000019590341,0.0015757317,0.0000682824,0.000028730266,0.003341358],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952701,0.0027791008,0.0006786431,0.00047432896,0.00039795646,0.00039992237],"domain_scores_gemma":[0.99833995,0.00017932974,0.00078588695,0.00052041525,0.00008142006,0.00009301485],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026464202,0.00020633376,0.0003994452,0.00008654557,0.00083838496,0.000014331435,0.0002813071,0.000019737934,0.0012274397],"category_scores_gemma":[0.0000126929335,0.0001429064,0.000046423076,0.0003465991,0.00038832956,0.00015995455,0.00011713448,0.00028005824,0.000011901072],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015935188,0.002330403,0.023149256,0.000013770284,0.00025509408,0.00010761886,0.97073174,0.0000029559214,0.000075536016,0.0007331849,0.00025613164,0.0007507714],"study_design_scores_gemma":[0.00070819375,0.008193492,0.13224655,0.000030751402,0.000017576791,0.00009663762,0.85818696,0.000001601419,0.000017888304,0.0002661805,0.00010571099,0.0001284629],"about_ca_topic_score_codex":0.0073477584,"about_ca_topic_score_gemma":0.00047420693,"teacher_disagreement_score":0.112544805,"about_ca_system_score_codex":0.0012607289,"about_ca_system_score_gemma":0.00014090132,"threshold_uncertainty_score":0.9996856},"labels":[],"label_agreement":null},{"id":"W4386030745","doi":"10.1080/14999013.2023.2243853","title":"Diversity in the <i>International Journal of Forensic Mental Health</i>","year":2023,"lang":"en","type":"article","venue":"International Journal of Forensic Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Publishing; Diversity (politics); Inclusion (mineral); Equity (law); Ethnic group; Psychology; Library science; Forensic science; Political science; Medicine; Social psychology; Psychiatry; Law; Computer science","score_opus":0.0636151127756706,"score_gpt":0.40997551960007683,"score_spread":0.3463604068244062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386030745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8850644,0.0012989296,0.00004472298,0.09168761,0.02012995,0.00049605645,0.00021189633,0.00001585936,0.0010505215],"genre_scores_gemma":[0.98601586,0.0012732962,0.00039330454,0.010568366,0.0012530057,0.000004797725,0.00014021387,0.000021585634,0.000329575],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9950814,0.0003645426,0.0016683821,0.00021924826,0.0021321075,0.0005342804],"domain_scores_gemma":[0.9969555,0.00019046842,0.0020200228,0.00017641205,0.00038486024,0.00027274963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028442615,0.00023691205,0.0005027334,0.00077692885,0.0004938751,0.00006825502,0.0015978239,0.000074639065,0.0003636317],"category_scores_gemma":[0.00003251546,0.00017305669,0.00032014446,0.00035056862,0.00013825281,0.00042828076,0.00042265048,0.00053954695,0.00006843246],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003221642,0.0016271394,0.073574275,0.000056784756,0.0009260888,0.0010597276,0.04932677,0.00002278119,0.000037977807,0.0042881924,0.55248713,0.3133715],"study_design_scores_gemma":[0.056991003,0.011903432,0.61176765,0.004093491,0.000117458716,0.01888427,0.08617442,0.0003810652,0.0010081613,0.016631158,0.1907831,0.0012647845],"about_ca_topic_score_codex":0.0010406167,"about_ca_topic_score_gemma":0.0006231771,"teacher_disagreement_score":0.5381934,"about_ca_system_score_codex":0.0013530272,"about_ca_system_score_gemma":0.0003447861,"threshold_uncertainty_score":0.7057047},"labels":[],"label_agreement":null},{"id":"W4386058897","doi":"10.1007/978-3-031-37565-1_4","title":"Exploring Coping Strategies of Persons with Mental Illness in Ghana: A Synthesis of the Qualitative Literature","year":2023,"lang":"en","type":"book-chapter","venue":"Global perspectives on health geography","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Toronto; The Scarborough Hospital","funders":"","keywords":"Mental illness; PsycINFO; Coping (psychology); Mental health; Qualitative research; Typology; Psychology; Scopus; Clinical psychology; Distraction; Psychiatry; MEDLINE; Psychotherapist; Medicine","score_opus":0.08820868470401769,"score_gpt":0.3961337867759069,"score_spread":0.30792510207188917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386058897","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31932715,0.03211481,0.000010227321,0.006327187,0.002712406,0.0074658715,0.011459656,0.00024831833,0.6203344],"genre_scores_gemma":[0.9949496,0.0022842775,0.00009622691,0.00012528704,0.00008941193,0.00043745924,0.00005667052,0.00006900404,0.0018920907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9971882,0.00034373178,0.0006498822,0.00073758647,0.0005394135,0.000541154],"domain_scores_gemma":[0.9981228,0.0003532349,0.00078473525,0.0004968495,0.000117333155,0.0001250557],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003981416,0.0005030944,0.00091674214,0.0005276372,0.0002691162,0.000028668164,0.00036091835,0.00020358575,0.00007231043],"category_scores_gemma":[0.000013589854,0.00035568562,0.0003484721,0.00070683757,0.00050146127,0.00017802445,0.00007131667,0.0004985584,0.000009660713],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016831277,0.00047058307,0.0012563275,0.0015531562,0.00085070316,0.00004132202,0.28074357,0.000005879034,3.1098762e-7,0.7066075,0.0003369948,0.0064505013],"study_design_scores_gemma":[0.0013533273,0.0017440707,0.020259807,0.010667148,0.00009164962,0.000012546735,0.9586019,7.9641865e-7,0.000009785207,0.006482571,0.0002638791,0.0005125351],"about_ca_topic_score_codex":0.003011536,"about_ca_topic_score_gemma":0.0011563305,"teacher_disagreement_score":0.700125,"about_ca_system_score_codex":0.00042234102,"about_ca_system_score_gemma":0.0001655931,"threshold_uncertainty_score":0.9998895},"labels":[],"label_agreement":null},{"id":"W4386070913","doi":"10.1016/j.jclinepi.2023.08.006","title":"Depression screening tool accuracy individual participant data meta-analyses: data contribution was associated with multiple factors","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University of Calgary; McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McGill University; Faculty of Medicine, McGill University; Alberta Innovates; Jewish General Hospital","keywords":"Medicine; Logistic regression; Depression (economics); Minimum Data Set; Odds; Data collection; Meta-analysis; Scale (ratio); Data set; Odds ratio; Gerontology; Statistics; Geography; Cartography","score_opus":0.9592418753023552,"score_gpt":0.7156088594511607,"score_spread":0.24363301585119446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386070913","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001320537,0.98826164,0.0016621522,0.00033819946,0.0021202508,0.0012383686,0.0049876603,0.00005676267,0.000014402482],"genre_scores_gemma":[0.005245032,0.96892923,0.001108655,0.0005388886,0.0012919123,0.00006481432,0.022566546,0.0001069818,0.00014791469],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.95486337,0.02797871,0.013828532,0.0015121598,0.0006592101,0.0011580192],"domain_scores_gemma":[0.7463827,0.22631279,0.023367587,0.0030377198,0.00028469745,0.000614494],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.06723867,0.00084057555,0.018074334,0.00034416612,0.0002858868,0.00005033955,0.0043854793,0.001662827,0.0006260567],"category_scores_gemma":[0.2477353,0.00041878695,0.002113202,0.0005633285,0.00030106504,0.0006969951,0.0018457822,0.0032912137,0.00011955921],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075647555,0.0014249001,0.07597771,0.001149705,0.16803688,0.0005492606,0.00005381154,0.000017830083,1.6757378e-8,0.000082756625,0.032249343,0.7197013],"study_design_scores_gemma":[0.0053504445,0.0014333768,0.08341235,0.008997515,0.33070558,0.00015988588,0.00014681809,0.0006082829,1.01261186e-7,0.00020348793,0.56807715,0.000905],"about_ca_topic_score_codex":0.00027923888,"about_ca_topic_score_gemma":0.00018999024,"teacher_disagreement_score":0.7187963,"about_ca_system_score_codex":0.000058938815,"about_ca_system_score_gemma":0.00046338115,"threshold_uncertainty_score":0.9998264},"labels":[],"label_agreement":null},{"id":"W4386090058","doi":"10.3389/frhs.2023.1267580","title":"Editorial: Mental health economics and public mental health policy: mental health services costs, quality and its impact on reducing the burden of mental illness","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Health Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental illness; Psychiatry; Public health; Quality (philosophy); Health economics; Medicine; Environmental health; Psychology; Business; Nursing","score_opus":0.02138137413541628,"score_gpt":0.4053335214551794,"score_spread":0.3839521473197631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386090058","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055409793,0.04157288,4.875048e-7,0.070969045,0.8096718,0.0065313065,0.015611702,0.00017526624,0.000057726476],"genre_scores_gemma":[0.033641946,0.17013669,0.00021644127,0.006591326,0.76666784,0.0006203152,0.02122646,0.0005132937,0.00038571097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9854507,0.0031281742,0.0041502495,0.0023629984,0.0016201955,0.003287704],"domain_scores_gemma":[0.9906627,0.00070198113,0.00539916,0.0011596597,0.0001385175,0.0019379947],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006710255,0.0016076147,0.0035853018,0.0013006952,0.0030130895,0.0003791351,0.0014719862,0.0010222056,0.000051030787],"category_scores_gemma":[0.000024920002,0.0013538614,0.000306417,0.0009996858,0.00031707136,0.00079632475,0.0007705432,0.0017685614,0.000024654282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019154893,0.0006227953,0.001204796,0.012704811,0.0004975425,0.0000013771222,0.06661326,0.000008577999,6.0984166e-7,0.00020519084,0.8898017,0.026423866],"study_design_scores_gemma":[0.009226134,0.004296599,0.0023258703,0.0070802313,0.000025292271,0.000013578798,0.100382276,0.0006378416,0.0000037164143,0.00014450852,0.8745821,0.0012818127],"about_ca_topic_score_codex":0.43052194,"about_ca_topic_score_gemma":0.018797487,"teacher_disagreement_score":0.41172445,"about_ca_system_score_codex":0.010212395,"about_ca_system_score_gemma":0.0039550136,"threshold_uncertainty_score":0.99966717},"labels":[],"label_agreement":null},{"id":"W4386096079","doi":"10.31234/osf.io/5ytr4","title":"The Impact of the Big Five Personality Traits on Help-Seeking Stigmas, Attitudes, and Intentions","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Big Five personality traits; Agreeableness; Openness to experience; Conscientiousness; Psychology; Extraversion and introversion; Neuroticism; Personality; Context (archaeology); Social psychology; Mental health; Facet (psychology); Hierarchical structure of the Big Five; Big Five personality traits and culture; Clinical psychology; Psychiatry","score_opus":0.13523548128448978,"score_gpt":0.44330913629279356,"score_spread":0.30807365500830375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386096079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97807777,0.000756842,0.000025029216,0.0018103162,0.0015813783,0.0010883735,0.00030793154,0.00005941902,0.016292965],"genre_scores_gemma":[0.98347247,0.00014437699,0.000011315422,0.00007848918,0.00013624897,0.00013679467,0.000030523486,0.00002083085,0.015968949],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984851,0.00025302876,0.0003276615,0.00039737322,0.00024758143,0.00028923905],"domain_scores_gemma":[0.99874204,0.00043238426,0.00023858264,0.00045945504,0.000052876836,0.000074674565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044195753,0.00023147007,0.00026111823,0.000056304398,0.0004483206,0.00006230545,0.00039385032,0.00017218571,0.00030851545],"category_scores_gemma":[0.000039545597,0.000107954664,0.00029007922,0.00012226454,0.0001819345,0.00001741218,0.00041065714,0.0004933473,0.000035974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096529425,0.0023273295,0.68478644,0.0012673247,0.0045843637,0.000030903724,0.012732371,0.00012737684,0.00021006473,0.035204336,0.049699727,0.2080645],"study_design_scores_gemma":[0.00035006934,0.00010878164,0.99654377,0.0002856702,0.000045338005,0.000002849123,0.0007029821,0.00005333736,0.000012343805,0.0017178366,0.00007298314,0.000104041115],"about_ca_topic_score_codex":0.014434683,"about_ca_topic_score_gemma":0.0037970806,"teacher_disagreement_score":0.31175736,"about_ca_system_score_codex":0.00013689343,"about_ca_system_score_gemma":0.000079795405,"threshold_uncertainty_score":0.99212825},"labels":[],"label_agreement":null},{"id":"W4386145397","doi":"10.22259/2638-4787.0401002","title":"Community Medicine, Mental Illness and Social Control","year":2021,"lang":"en","type":"article","venue":"Archives of Community and Family Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mental illness; Psychiatry; Psychology; Medicine; Mental health","score_opus":0.0770691461261587,"score_gpt":0.38819315266494103,"score_spread":0.31112400653878236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386145397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91876304,0.004546475,0.00008339863,0.00598812,0.00029576872,0.00021801323,0.00004546609,0.000023572693,0.07003613],"genre_scores_gemma":[0.99513155,0.00077282183,0.000033725184,0.003263289,0.00011043395,0.000016750653,0.00019500422,0.000012027444,0.00046440723],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99686116,0.0022825967,0.00036927935,0.000101710444,0.00015505237,0.00023020201],"domain_scores_gemma":[0.99755096,0.0017799406,0.0001374544,0.000379256,0.000030485597,0.000121913734],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00063504843,0.00017885573,0.0005325313,0.00009684454,0.0016461428,0.000005131637,0.00023732266,0.000066251865,0.00022718623],"category_scores_gemma":[0.000047726542,0.00013921785,0.0000328792,0.00010381861,0.0019122155,0.000059173082,0.00019598594,0.00076823164,0.0000018320799],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011205791,0.0012780045,0.016389824,0.0006218837,0.00040898565,0.000029967616,0.40503484,6.77549e-8,0.006234145,0.021074845,0.0055292966,0.5422776],"study_design_scores_gemma":[0.010575619,0.0010729012,0.75426596,0.0002954118,0.00014270144,0.00005070605,0.21942991,0.0000137174975,0.00007873529,0.007825735,0.0060792114,0.00016937609],"about_ca_topic_score_codex":0.00702175,"about_ca_topic_score_gemma":0.00046383217,"teacher_disagreement_score":0.7378762,"about_ca_system_score_codex":0.000007840591,"about_ca_system_score_gemma":0.000011238351,"threshold_uncertainty_score":0.9996536},"labels":[],"label_agreement":null},{"id":"W4386163901","doi":"10.1186/s12877-023-04229-x","title":"Barriers and facilitators of older adults for professional mental health help-seeking: a systematic review","year":2023,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Medicine; Mental health; Psychological intervention; MEDLINE; Anxiety; Stigma (botany); Gerontology; Nursing; Psychiatry; Family medicine","score_opus":0.07394925120254404,"score_gpt":0.4395039240683829,"score_spread":0.36555467286583887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386163901","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032821303,0.97571295,0.000027328897,0.00006401265,0.0021412505,0.020358225,0.0015778625,0.00006028038,0.000025255671],"genre_scores_gemma":[0.0000072087264,0.991162,0.00020082947,0.00013203507,0.000103818995,0.0050689215,0.0006936243,0.000083331186,0.0025482497],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9955712,0.0007948675,0.0020856997,0.00065638346,0.0003525863,0.0005392718],"domain_scores_gemma":[0.9965522,0.00076978665,0.0017854521,0.00048586662,0.000064325635,0.000342354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015129339,0.000513186,0.0035402684,0.0002869402,0.00025131647,0.000015769285,0.00031151876,0.00029203977,0.00014420904],"category_scores_gemma":[0.00022767471,0.0003668323,0.0005443563,0.0005996815,0.000045563993,0.000050593047,0.00011379701,0.00019677705,0.00008409338],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023903478,0.000057368976,0.00003752754,0.9635855,0.00015457824,0.0000015347524,0.00047119803,1.9274295e-9,1.1424409e-9,0.00016252453,0.009052662,0.026453182],"study_design_scores_gemma":[0.0011699618,0.00025532919,0.000024406256,0.9348234,0.0013460667,0.000027017535,0.0009337735,0.0000024625426,1.5480074e-8,0.000016023292,0.061010633,0.00039089003],"about_ca_topic_score_codex":0.000051724757,"about_ca_topic_score_gemma":0.0000150471005,"teacher_disagreement_score":0.051957972,"about_ca_system_score_codex":0.00022058032,"about_ca_system_score_gemma":0.00045522963,"threshold_uncertainty_score":0.99987835},"labels":[],"label_agreement":null},{"id":"W4386209337","doi":"10.1177/07067437231197263","title":"The Burden of Psychosis in Black Communities in Canada: More than a Feeling, a Black Family Experience","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; University of Ottawa","funders":"","keywords":"Feeling; Psychosis; Psychology; Psychiatry; Psychotherapist; Social psychology","score_opus":0.04300995424195794,"score_gpt":0.33097228056088523,"score_spread":0.28796232631892726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386209337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711977,0.0018503761,3.1593524e-7,0.023247741,0.002036576,0.00023614013,0.00003078803,0.0000029124426,0.0013974464],"genre_scores_gemma":[0.9986596,0.00017584214,0.000026505766,0.00059379195,0.0001921242,0.000017844297,0.0000037117698,0.000018127805,0.00031244312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812543,0.00028032548,0.0006971575,0.00009826228,0.00025294145,0.0005459018],"domain_scores_gemma":[0.9987368,0.0002039529,0.00034133514,0.0004238061,0.00005689557,0.00023719633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070797495,0.00014877995,0.00026278585,0.00029542283,0.00029989236,0.000035200694,0.0009571716,0.00006341902,0.0001419052],"category_scores_gemma":[0.000014355452,0.000095984455,0.00006816279,0.000693369,0.00036155817,0.000066751796,0.00002151127,0.0004792756,0.00001705147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016464973,0.00003596639,0.8677229,0.00003941036,0.00007924432,0.0000893297,0.091465175,0.00066696893,0.0000016911476,0.003466075,0.0338588,0.0024097497],"study_design_scores_gemma":[0.0009056126,0.0000900713,0.6656964,0.0002966524,0.000013665237,0.000017576454,0.32853192,0.00015307638,0.0000024175001,0.0025904702,0.001591762,0.000110379144],"about_ca_topic_score_codex":0.9976605,"about_ca_topic_score_gemma":0.99981546,"teacher_disagreement_score":0.23706675,"about_ca_system_score_codex":0.0004558572,"about_ca_system_score_gemma":0.0024253423,"threshold_uncertainty_score":0.4302453},"labels":[],"label_agreement":null},{"id":"W4386271538","doi":"10.1177/00207640231194489","title":"Factors associated with mental health service use during the pandemic: Initiation and barriers","year":2023,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Université de Montréal; Mental Health Commission of Canada; Carleton University; Centre Hospitalier Universitaire de Sherbrooke; Concordia University; Institut Universitaire de Gériatrie de Montréal; McGill University; Douglas Mental Health University Institute; Université de Sherbrooke; Hôpital Charles-Le Moyne; Alberta Health Services","funders":"Health Canada; Partenariat Canadien Contre Le Cancer; Dalhousie University; Canadian Institutes of Health Research; Alberta Cancer Foundation; Public Health Agency; Public Health Agency of Canada; Alberta Health Services","keywords":"Mental health; Pandemic; Depression (economics); Anxiety; Medicine; Gerontology; Multinomial logistic regression; Household income; Environmental health; Psychiatry; Psychology; Coronavirus disease 2019 (COVID-19); Disease; Geography","score_opus":0.06877176673248447,"score_gpt":0.39341980552855055,"score_spread":0.3246480387960661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386271538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97723687,0.00009678792,0.0000030310594,0.019264795,0.0029756112,0.00013912545,0.00009362437,0.000028929,0.00016125134],"genre_scores_gemma":[0.9971912,0.000047150654,0.000008071615,0.0019885164,0.00046081212,0.0000041927924,0.00006078373,0.000015389794,0.00022391925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881804,0.00013233254,0.00035170093,0.000107391934,0.00040119374,0.00018931496],"domain_scores_gemma":[0.9990696,0.00009580347,0.00055387645,0.00004320673,0.00013784088,0.000099708945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031137056,0.00011009066,0.00014909059,0.00013659135,0.00043745735,0.000075793105,0.00019895949,0.0000615644,0.0001638552],"category_scores_gemma":[0.000020321113,0.0000711657,0.000056900117,0.00022154306,0.000043485838,0.00029328495,0.000031795804,0.00021812847,0.000006873045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002800666,0.000076924305,0.980933,0.000010519057,0.00051226706,0.0000056063254,0.011948228,0.0000027274602,0.000010437919,0.00076997495,0.004626244,0.0008239971],"study_design_scores_gemma":[0.0018198054,0.000087935274,0.9878738,0.00007143329,0.00001665407,0.000016566939,0.009206172,0.0000053409967,0.0000026699377,0.00024994253,0.00058085314,0.00006883013],"about_ca_topic_score_codex":0.00010326669,"about_ca_topic_score_gemma":0.0004487033,"teacher_disagreement_score":0.01995432,"about_ca_system_score_codex":0.00020037772,"about_ca_system_score_gemma":0.000096161195,"threshold_uncertainty_score":0.33646125},"labels":[],"label_agreement":null},{"id":"W4386329976","doi":"10.4102/hsag.v28i0.2184","title":"Family members’ experiences of courtesy stigma associated with mental illness","year":2023,"lang":"en","type":"article","venue":"Health SA Gesondheid","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North","funders":"North-West University","keywords":"Mental illness; Courtesy; Stigma (botany); Psychiatry; Psychology; Mental health; Social stigma; Qualitative research; Population; Clinical psychology; Medicine; Family medicine","score_opus":0.057025992326570525,"score_gpt":0.3906376148918379,"score_spread":0.3336116225652674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386329976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910039,0.0012911427,0.000003795864,0.0009711219,0.0014099547,0.0009118363,0.000103220904,0.00022826294,0.0040768087],"genre_scores_gemma":[0.99503416,0.00017367581,0.00003914558,0.0009806644,0.00006639705,0.00042745506,0.00023805368,0.000037093334,0.0030033726],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99754447,0.00022325097,0.00048058858,0.00044102044,0.00047366216,0.0008370247],"domain_scores_gemma":[0.9987607,0.00019221283,0.0003967447,0.00031357448,0.00005240945,0.0002843326],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005408785,0.000240647,0.0004725749,0.00016776944,0.000501775,0.000017250977,0.00024324714,0.00011441351,0.0012347962],"category_scores_gemma":[0.000013901931,0.00019098919,0.00005962552,0.0008269648,0.0001669395,0.00011518573,0.000051770316,0.00015882705,0.00023528028],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012749879,0.002801504,0.122569464,0.00069324824,0.00054645055,0.00025927305,0.5172204,0.000011964278,0.00011545546,0.0028120023,0.21130924,0.14038603],"study_design_scores_gemma":[0.005702527,0.0024405534,0.696735,0.000651304,0.00003803612,0.000021782978,0.2816523,0.00017054088,0.0004553862,0.000084911575,0.011401546,0.00064608635],"about_ca_topic_score_codex":0.0014203409,"about_ca_topic_score_gemma":0.00019189467,"teacher_disagreement_score":0.5741655,"about_ca_system_score_codex":0.00017541906,"about_ca_system_score_gemma":0.00012172643,"threshold_uncertainty_score":0.9996782},"labels":[],"label_agreement":null},{"id":"W4386378489","doi":"10.21203/rs.3.rs-3218190/v1","title":" Validation and Evaluation of School-Based Mental Health Literacy Training Program The Guide Cymru in Iranian Adolescent Students Aged 13-15: Study Protocol","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Shahid Sadoughi University of Medical Sciences","keywords":"Mental health; Mental health literacy; Curriculum; Stratified sampling; Medical education; Psychology; Stigma (botany); Literacy; Intervention (counseling); Medicine; Pedagogy; Psychiatry; Mental illness","score_opus":0.4195607824309192,"score_gpt":0.6555286508660504,"score_spread":0.23596786843513118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386378489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6844673,0.00012088066,0.0000020585996,0.0011308651,0.00017112872,0.31384587,0.00006431053,0.000060027087,0.00013750902],"genre_scores_gemma":[0.68575263,0.000007807384,0.00006441466,0.000034000168,0.000083976294,0.31345516,0.00033027452,0.00003930857,0.00023241194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98644525,0.0073463223,0.0011508727,0.0009374362,0.003321101,0.00079901185],"domain_scores_gemma":[0.99778736,0.00024511584,0.000449905,0.00081724214,0.0004626172,0.00023774889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01903552,0.0003186016,0.000497273,0.000726182,0.0006947545,0.00026796578,0.0006658023,0.00017971186,0.0002904342],"category_scores_gemma":[0.00018605526,0.00024254191,0.00008674343,0.0007319598,0.000114026974,0.00011910707,0.0008037299,0.0013451969,0.000029709354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011645437,0.009586241,0.5809263,0.0028071762,0.00013767778,0.000016520116,0.058384407,0.00009974072,0.000007371038,0.00000727358,0.0013972146,0.3454655],"study_design_scores_gemma":[0.009600856,0.0028334935,0.9682775,0.0032992763,0.000025219493,8.035783e-7,0.014283221,0.0011264684,0.000020817977,0.00013163491,0.00022579094,0.00017492773],"about_ca_topic_score_codex":0.0038550226,"about_ca_topic_score_gemma":0.0015536908,"teacher_disagreement_score":0.38735116,"about_ca_system_score_codex":0.0011992662,"about_ca_system_score_gemma":0.0007860243,"threshold_uncertainty_score":0.9890572},"labels":[],"label_agreement":null},{"id":"W4386410713","doi":"10.1136/bmjgh-2023-013232","title":"Reimagining global mental health in Africa","year":2023,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Wilson Centre; University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Mental health; Health care; Public health; Distress; Public relations; Curriculum; Economic growth; Political science; Medicine; Psychology; Sociology; Nursing; Psychiatry; Economics; Psychotherapist","score_opus":0.22202303698778883,"score_gpt":0.5787301272654707,"score_spread":0.3567070902776819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386410713","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000027136664,0.9504283,0.000007181965,0.0066324356,0.005464706,0.0069451653,0.0037269555,0.0003742009,0.026418352],"genre_scores_gemma":[0.000015802047,0.9925626,0.000266736,0.0018847163,0.0005943576,0.000881917,0.0016548556,0.00008813553,0.002050906],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99114066,0.0015418987,0.0027493024,0.0014240409,0.00055918493,0.0025849228],"domain_scores_gemma":[0.99647486,0.00012127323,0.0015391915,0.0009024543,0.00002434418,0.00093790435],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020135704,0.000918631,0.0035685278,0.00022483258,0.0004720757,0.000071261515,0.000778667,0.00043370985,0.00032278887],"category_scores_gemma":[0.000022752696,0.00073461933,0.00047865167,0.0025168154,0.000089564135,0.00011438639,0.0003154859,0.00074420933,0.004824967],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037782924,0.00028034183,0.00014061526,0.010059255,0.00008957388,0.00009921015,0.00020331432,7.831615e-8,3.4388013e-11,0.0049404097,0.17337266,0.81077677],"study_design_scores_gemma":[0.0010650322,0.00041899658,0.00064735697,0.019465853,0.000039602215,0.00025548573,0.00026062646,0.0000030224235,3.2772052e-10,0.00073690247,0.9766306,0.00047648282],"about_ca_topic_score_codex":0.013334075,"about_ca_topic_score_gemma":0.0033958815,"teacher_disagreement_score":0.8103003,"about_ca_system_score_codex":0.010052672,"about_ca_system_score_gemma":0.0030787268,"threshold_uncertainty_score":0.99951047},"labels":[],"label_agreement":null},{"id":"W4386459847","doi":"10.30834/kjp.36.1.2023.364","title":"Prevalence of depression in persons with schizophrenia – a cross-sectional study from a tertiary psychiatric hospital","year":2023,"lang":"en","type":"article","venue":"Kerala Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Depression (economics); Psychiatry; Positive and Negative Syndrome Scale; Psychopathology; Cross-sectional study; Medicine; Clinical psychology; Diagnosis of schizophrenia; Psychology; Psychosis","score_opus":0.01474959624150726,"score_gpt":0.3413087659927555,"score_spread":0.32655916975124827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386459847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927473,0.0023098753,0.000013639351,0.00038203766,0.003732192,0.00050917425,0.00006186848,0.000025422676,0.00021846408],"genre_scores_gemma":[0.9977864,0.000036956295,0.0012641381,0.00004975015,0.00052110106,0.000034179382,0.000007501813,0.00002867729,0.00027127116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977168,0.00018984928,0.000909661,0.00034762867,0.0005097919,0.00032628563],"domain_scores_gemma":[0.99869174,0.00009847071,0.00071458286,0.00028162863,0.00007511706,0.00013848246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042637644,0.00021462727,0.0003241217,0.0005296984,0.00013722721,0.000033311837,0.00037962204,0.000116763214,0.00059392484],"category_scores_gemma":[0.000008915193,0.00015867333,0.00014621523,0.0006552116,0.00007779558,0.00028828537,0.00004494625,0.00044821613,0.000047175105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021311978,0.0025131865,0.9913265,0.00009000448,0.0001696559,0.00008296462,0.0016758793,0.000028676186,0.000014838789,0.000029654813,0.0013697661,0.00056766364],"study_design_scores_gemma":[0.007645658,0.0015475712,0.9883039,0.00021121977,0.000074798176,0.000053992753,0.0013850046,0.000013667529,0.0000063586685,0.00060118263,0.0000047376193,0.00015188172],"about_ca_topic_score_codex":0.0003432618,"about_ca_topic_score_gemma":0.00013586412,"teacher_disagreement_score":0.0055144606,"about_ca_system_score_codex":0.00004902833,"about_ca_system_score_gemma":0.00012387072,"threshold_uncertainty_score":0.65030605},"labels":[],"label_agreement":null},{"id":"W4386474727","doi":"10.1016/j.lana.2023.100587","title":"Prevalence of depressive disorder in the adult population of Latin America: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"The Lancet Regional Health - Americas","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Pontificia Universidad Católica de Chile; Pfizer","keywords":"Meta-analysis; Demography; Population; Medicine; Major depressive disorder; Latin Americans; Critical appraisal; Depression (economics); Systematic review; MEDLINE; Psychiatry; Environmental health; Internal medicine; Mood; Biology","score_opus":0.3233307947370122,"score_gpt":0.507417890739994,"score_spread":0.1840870960029818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386474727","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003643418,0.9902421,0.0000103398625,0.003922079,0.00002611443,0.00538017,0.0003090714,0.000015596926,0.000058066966],"genre_scores_gemma":[0.0005698467,0.99322355,0.000048308837,0.0027864082,0.000034018867,0.0026915427,0.00020913233,0.000026977814,0.00041021183],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9932002,0.003611612,0.0019177666,0.00044183183,0.00045698666,0.00037162856],"domain_scores_gemma":[0.99278945,0.002127801,0.0038985705,0.0010596701,0.00006623411,0.00005826203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013620731,0.00036488374,0.007343038,0.00021492303,0.000116212184,0.000008035286,0.00067511346,0.000084435225,0.00009150059],"category_scores_gemma":[0.000099356264,0.00016318054,0.0008843203,0.0020990076,0.00020877163,0.000038877282,0.00007191222,0.0003405672,0.000027009275],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012442556,0.00011003441,0.0002756963,0.9744694,0.014109275,0.0000031618806,0.00076211785,0.00000141492,3.2795602e-10,0.0007667078,0.0008197951,0.0086699035],"study_design_scores_gemma":[0.0005435483,0.00042824767,0.008673521,0.13610055,0.8456597,0.000064733555,0.0008106498,0.000023538249,3.766593e-9,0.00034406784,0.0068168845,0.0005345774],"about_ca_topic_score_codex":0.005418219,"about_ca_topic_score_gemma":0.00019396872,"teacher_disagreement_score":0.8383689,"about_ca_system_score_codex":0.00005910495,"about_ca_system_score_gemma":0.000056527577,"threshold_uncertainty_score":0.8190763},"labels":[],"label_agreement":null},{"id":"W4386526938","doi":"10.1007/978-3-031-33851-9_29","title":"Mental Health and Substance Abuse","year":2023,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental illness; Burden of disease; Mental health; Medicine; Psychiatry; Disease burden; Toll; Population; Substance use; Substance abuse; Environmental health","score_opus":0.027033630247448676,"score_gpt":0.30744768306776094,"score_spread":0.2804140528203123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386526938","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050148994,0.033707123,0.000011005362,0.004361145,0.0032185519,0.0063040927,0.00022295327,0.0011526523,0.9008735],"genre_scores_gemma":[0.0010413396,0.0057197236,0.00035076705,0.00067474,0.000110151705,0.0003000525,0.00087513984,0.00017436496,0.9907537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673516,0.000046143436,0.0007826202,0.0008529226,0.0003980155,0.0011851282],"domain_scores_gemma":[0.99857706,0.00005949921,0.00042706233,0.00041133515,0.00011321077,0.00041183547],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004030158,0.0006579352,0.00074792514,0.00035951615,0.0010764486,0.000117947835,0.0002640612,0.00031389584,0.0013712605],"category_scores_gemma":[0.0000045209413,0.00065001124,0.000068844995,0.00011425181,0.0001980323,0.0003033885,0.00011052897,0.00032528024,0.00089281524],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008040329,0.00012747692,0.0009752842,0.003281396,0.00065068953,0.0014404657,0.091010526,1.8305452e-7,7.7094796e-7,0.77043223,0.103937455,0.027339466],"study_design_scores_gemma":[0.00092025823,0.00027041207,0.0011636764,0.0004608891,0.000016275939,0.00004180522,0.018047126,9.348231e-8,0.000021686568,0.009870416,0.96846807,0.0007193189],"about_ca_topic_score_codex":0.00012378178,"about_ca_topic_score_gemma":0.00037437663,"teacher_disagreement_score":0.86453056,"about_ca_system_score_codex":0.0007936132,"about_ca_system_score_gemma":0.00038651394,"threshold_uncertainty_score":0.9998851},"labels":[],"label_agreement":null},{"id":"W4386534927","doi":"10.1016/j.ijlp.2023.101921","title":"Forensic psychiatry patients, services, and legislation in Nunavut and Greenland","year":2023,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Region Midtjylland; Aarhus Universitetshospital; Aarhus Universitet","keywords":"Psychiatry; Forensic psychiatry; Mental health; Legislation; Medicine; Population; Health care; Environmental health; Political science; Law","score_opus":0.015454576176409694,"score_gpt":0.3277627628031709,"score_spread":0.3123081866267612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386534927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98549163,0.002406934,0.000004896397,0.0035827786,0.004694656,0.000111699504,0.000023329585,0.00000943596,0.0036746117],"genre_scores_gemma":[0.99741334,0.00035262003,0.0003458805,0.0012468395,0.0004671072,0.0000037450873,0.000029942355,0.0000105248855,0.00012998085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990749,0.00005304199,0.0003793264,0.00015070911,0.00020175634,0.0001402649],"domain_scores_gemma":[0.99951035,0.000052741383,0.00022426328,0.0000589982,0.00006694586,0.00008670005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022951071,0.00010799894,0.00014950873,0.00020971875,0.000080304344,0.00005395508,0.000101907935,0.000073626674,0.000046179226],"category_scores_gemma":[0.0000021068774,0.00009037345,0.00002897571,0.000081225626,0.000047362475,0.00024816726,0.00003617519,0.00016501485,0.00000807011],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028684907,0.00012604738,0.9472537,0.00004112725,0.00007413096,0.00001244024,0.00070549245,7.487086e-7,0.0000012556566,0.032317918,0.00081195316,0.018368326],"study_design_scores_gemma":[0.003696811,0.00022248758,0.96929574,0.00021562273,0.00002126852,0.00011701236,0.000403084,0.000040254752,0.0000010841369,0.022831546,0.0030598172,0.00009528899],"about_ca_topic_score_codex":0.00031311912,"about_ca_topic_score_gemma":0.0016029023,"teacher_disagreement_score":0.022042012,"about_ca_system_score_codex":0.000015982567,"about_ca_system_score_gemma":0.000016460732,"threshold_uncertainty_score":0.3685322},"labels":[],"label_agreement":null},{"id":"W4386539238","doi":"10.2139/ssrn.4555423","title":"Examining the Effects of Diagnostic Awareness, Positive Symptoms, and Negative Symptoms on Stigmatizing Attitudes and Social Exclusion Towards Schizophrenia","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Schizophrenia (object-oriented programming); Psychology; Social exclusion; Negative symptom; Clinical psychology; Psychiatry; Psychosis; Political science","score_opus":0.025427244848163482,"score_gpt":0.34032919203856155,"score_spread":0.31490194719039805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386539238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863093,0.01049593,0.00012929265,0.0005659058,0.0013252132,0.00096402434,0.00003447201,0.000047581016,0.00012831717],"genre_scores_gemma":[0.99252,0.006352825,0.000014264513,0.00008513526,0.00057941757,0.0001298469,0.00003645555,0.00006404379,0.00021801607],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99647754,0.00064785714,0.00050055824,0.00055420544,0.0003972648,0.0014225561],"domain_scores_gemma":[0.995733,0.003225541,0.0006624623,0.00021040495,0.000078861296,0.00008973005],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001217301,0.00045024656,0.000613681,0.00022640386,0.0010492762,0.000119760196,0.0003349722,0.00032202606,0.000012563438],"category_scores_gemma":[0.0002560557,0.00032192506,0.00010352579,0.00014108297,0.00023831827,0.000096834985,0.0005435928,0.0028278648,0.000008809389],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025223282,0.0008205193,0.113619976,0.0028293126,0.0058685094,0.00019838534,0.027850179,0.000028611596,0.00020372306,0.09080592,0.00020217836,0.75505036],"study_design_scores_gemma":[0.0053788386,0.0027375387,0.8939463,0.004050973,0.00064613455,0.00021392638,0.0034595078,0.000042624044,0.00031254112,0.08861892,0.000005798713,0.00058690907],"about_ca_topic_score_codex":0.000874609,"about_ca_topic_score_gemma":0.0004624153,"teacher_disagreement_score":0.7803263,"about_ca_system_score_codex":0.00068083813,"about_ca_system_score_gemma":0.0006614088,"threshold_uncertainty_score":0.9999233},"labels":[],"label_agreement":null},{"id":"W4386545336","doi":"10.31234/osf.io/7nfd4","title":"Mental health literacy reduces the impact of internalized stigma on willingness to seek mental health services","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Help-seeking; Mental health literacy; Stigma (botany); Mental health; Psychological intervention; Moderation; Psychology; Clinical psychology; Medicine; Psychiatry; Mental illness; Social psychology","score_opus":0.06316005560814424,"score_gpt":0.48986425957894497,"score_spread":0.4267042039708007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386545336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96233994,0.0019714555,0.000021033484,0.021372316,0.0052154046,0.0046563945,0.0021181342,0.00022907274,0.0020762729],"genre_scores_gemma":[0.9847258,0.00080718746,0.000335474,0.0040404033,0.00035461044,0.0003903487,0.0017922492,0.00010962359,0.0074443487],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9951813,0.0007117177,0.0014287533,0.0010938828,0.0006010174,0.0009833322],"domain_scores_gemma":[0.99699336,0.00018024271,0.0011933063,0.00100746,0.0000721062,0.0005535125],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00090521405,0.0007134824,0.001162491,0.00032734656,0.0005585361,0.0001722524,0.0011896146,0.00019569533,0.001760028],"category_scores_gemma":[0.000003298339,0.00044161023,0.00046527424,0.0003660832,0.00007948025,0.000121612924,0.0008424048,0.000641082,0.00049229554],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0103389155,0.0065040234,0.04655554,0.0055411668,0.004081066,0.000045254215,0.3195773,0.00040195783,0.00010372184,0.0016718053,0.22017293,0.3850063],"study_design_scores_gemma":[0.02749045,0.033756737,0.7834157,0.04946838,0.00024250548,0.00020416173,0.06444703,0.0032911312,0.0029631122,0.008333112,0.020712314,0.005675372],"about_ca_topic_score_codex":0.08771015,"about_ca_topic_score_gemma":0.00072413526,"teacher_disagreement_score":0.73686016,"about_ca_system_score_codex":0.001073163,"about_ca_system_score_gemma":0.0002915952,"threshold_uncertainty_score":0.99980354},"labels":[],"label_agreement":null},{"id":"W4386608083","doi":"10.1007/s11469-023-01136-5","title":"A Cluster Randomized Controlled Trial Exploring Stigmatization and Recovery-Based Perspectives on Mental Illness and Substance Use Problems Among Primary Healthcare Providers in Toronto, Ontario","year":2023,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Calgary; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Health psychology; Stigma (botany); Mental health; Public health; Psychological intervention; Intervention (counseling); Randomized controlled trial; Mental illness; Psychology; Health care; Psychiatry; Medicine; Social stigma; Substance use; Clinical psychology; Nursing; Family medicine","score_opus":0.03783465824541299,"score_gpt":0.3341630782480989,"score_spread":0.2963284200026859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386608083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98863846,0.0030063782,0.00004173669,0.0023673347,0.002352548,0.003446893,0.00002984869,0.000019213474,0.000097608776],"genre_scores_gemma":[0.9938062,0.0047089085,0.000082114086,0.00050648756,0.00015828556,0.0004061569,0.00011757382,0.000014950824,0.0001993383],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99780166,0.0004385248,0.0008664385,0.00025714096,0.0004104739,0.00022577448],"domain_scores_gemma":[0.9986076,0.00037783184,0.0006780569,0.00005271082,0.00008262658,0.00020121426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011198756,0.00017403203,0.0005813471,0.00030721287,0.00021456864,0.000100877296,0.000061320156,0.00006380866,0.00006797424],"category_scores_gemma":[0.00004418066,0.00013877476,0.00008073259,0.00007687554,0.00008019951,0.000991243,0.000017851384,0.00019442715,8.767484e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9130252,0.00042913348,0.018295713,0.00009069773,0.0002278931,0.00001715482,0.038852423,0.000028920385,0.000005506552,0.00026374715,0.0003391595,0.028424444],"study_design_scores_gemma":[0.9315908,0.0017761891,0.048003793,0.0016663411,0.000027820639,0.00003387232,0.015835362,0.0006548282,0.0000056425233,0.00010916541,0.00012618939,0.00017000441],"about_ca_topic_score_codex":0.016032077,"about_ca_topic_score_gemma":0.0398301,"teacher_disagreement_score":0.02970808,"about_ca_system_score_codex":0.0017155042,"about_ca_system_score_gemma":0.00012528969,"threshold_uncertainty_score":0.99052024},"labels":[],"label_agreement":null},{"id":"W4386618851","doi":"10.1136/bmjopen-2023-072976","title":"Protocol for a qualitative study exploring the pharmacist’s role in supporting postsecondary students with psychotropic medication management","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"Leslie Dan Faculty of Pharmacy, University of Toronto","keywords":"Medicine; Protocol (science); Pharmacist; Qualitative research; Psychotropic medication; Family medicine; Medical education; Psychiatry; Pharmacy; Alternative medicine; Mental health","score_opus":0.4149584759274607,"score_gpt":0.6519885737491825,"score_spread":0.2370300978217218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386618851","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5200463,7.346099e-7,0.000008612619,0.00052254,0.00013296767,0.47473055,0.0000066613125,0.000027874974,0.0045237765],"genre_scores_gemma":[0.36180612,1.9642276e-7,0.000059181544,0.00016263337,0.00003146692,0.63557446,0.00002239364,0.000014568888,0.0023289605],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981741,0.00037536395,0.0004482109,0.00035476926,0.0003262416,0.00032132454],"domain_scores_gemma":[0.9992413,0.00013033535,0.00023182186,0.00032463565,0.000021962513,0.000049957154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024036844,0.00012862244,0.00017927011,0.00010820376,0.00022146542,0.00009551338,0.0006944574,0.000015585198,0.00032980816],"category_scores_gemma":[0.0000067966307,0.00008134024,0.000020830745,0.0003261536,0.000020044557,0.00024055124,0.0002395722,0.000087961445,0.00017844194],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009976484,0.0043889536,0.2647668,0.00069832074,0.0007168005,0.00023846622,0.5503492,0.0000048153024,0.000007381226,0.0012676317,0.010480631,0.15710454],"study_design_scores_gemma":[0.02275287,0.0013226862,0.51234806,0.0002546235,0.000039456365,0.0000031211705,0.45797268,0.000030680196,0.000028279408,0.00080959,0.0042238208,0.00021414517],"about_ca_topic_score_codex":0.000257385,"about_ca_topic_score_gemma":0.00031034608,"teacher_disagreement_score":0.24758121,"about_ca_system_score_codex":0.00006762237,"about_ca_system_score_gemma":0.000019416704,"threshold_uncertainty_score":0.3611168},"labels":[],"label_agreement":null},{"id":"W4386697467","doi":"10.1017/gmh.2023.52","title":"Safe and valid? A systematic review of the psychometric properties of culturally adapted depression scales for use among Indigenous populations","year":2023,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas College; McGill University; Douglas Mental Health University Institute; University of Ottawa","funders":"Institute of Indigenous Peoples' Health; Institute of Aboriginal Peoples Health; Canadian Institutes of Health Research; McGill University","keywords":"Indigenous; Psychology; Clinical psychology; Depression (economics); Ecology; Biology","score_opus":0.17929242394455466,"score_gpt":0.4375385143937698,"score_spread":0.2582460904492151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386697467","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00479782,0.9694557,0.000013672325,0.00005966489,0.00087413454,0.02268332,0.00199536,0.000047152716,0.00007312844],"genre_scores_gemma":[0.0020785695,0.99466896,0.00021900893,0.00015994822,0.000036401612,0.0017178924,0.0005138949,0.00005211977,0.000553198],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99514025,0.0008957999,0.0023928944,0.0005668455,0.0004720251,0.0005321875],"domain_scores_gemma":[0.9960796,0.00013785971,0.0027450249,0.00070090976,0.00011454489,0.000222033],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00077381165,0.0005176658,0.0029940011,0.00019544251,0.0004457705,0.00003044818,0.0005032018,0.00024010515,0.0000041376993],"category_scores_gemma":[0.00012770962,0.00028805528,0.000548038,0.0013858253,0.00015021405,0.00013852456,0.0001933554,0.00019412364,0.000011951441],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028697701,0.00021838951,0.0007603308,0.9227761,0.00022696312,7.189946e-7,0.00016156623,3.0525715e-8,5.7995052e-8,0.00018473864,0.0015013657,0.074141026],"study_design_scores_gemma":[0.0006428955,0.0002823173,0.00568791,0.98895514,0.0012857174,0.000072570176,0.00016807237,0.0000038687153,0.0000012151892,0.000007857132,0.002586336,0.0003061001],"about_ca_topic_score_codex":0.0014832764,"about_ca_topic_score_gemma":0.00010262416,"teacher_disagreement_score":0.073834926,"about_ca_system_score_codex":0.00060829194,"about_ca_system_score_gemma":0.0001756244,"threshold_uncertainty_score":0.99995714},"labels":[],"label_agreement":null},{"id":"W4386765490","doi":"10.1002/wps.21132","title":"<scp>WPA</scp> Working Group on Medical Students: new accomplishments and online resources","year":2023,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Weill Cornell Medical College; Sidra Medicine; University of Ottawa; University of Nebraska Medical Center","keywords":"Mental health; Workforce; Stigma (botany); Medicine; Attendance; Psychiatry; Medical education; Economic growth","score_opus":0.03974525536899871,"score_gpt":0.38559337960393864,"score_spread":0.34584812423493994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386765490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94998765,0.0021623604,0.0000037722693,0.005963871,0.0062996186,0.00046727748,0.00002130295,0.00033366686,0.03476048],"genre_scores_gemma":[0.89858997,0.00022616226,0.00048012775,0.012104273,0.0037450271,0.00009907763,0.0002694656,0.00010288995,0.08438302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99716836,0.00013740802,0.00046408866,0.00065150496,0.00090624264,0.00067241583],"domain_scores_gemma":[0.9985672,0.00033055036,0.00015756952,0.00042699435,0.000008547538,0.00050908624],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044652834,0.00029593988,0.00031281376,0.00041450153,0.0003369098,0.00012701473,0.0007044776,0.00014954705,0.00086737174],"category_scores_gemma":[0.000021659409,0.0002578563,0.00008037197,0.0008985244,0.00007249734,0.000075412274,0.00026073158,0.0004521828,0.0010209476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006524476,0.0008411189,0.63039744,0.00003514954,0.00012458618,0.000046734276,0.000811987,3.7260435e-7,5.881413e-7,0.0032898865,0.3129722,0.051414717],"study_design_scores_gemma":[0.0027609626,0.00018507412,0.77842784,0.00042384226,0.000036728507,0.000008845895,0.0014380361,0.0000074557975,6.812138e-7,0.001718698,0.21488564,0.00010621007],"about_ca_topic_score_codex":0.0002604878,"about_ca_topic_score_gemma":0.0013829062,"teacher_disagreement_score":0.14803042,"about_ca_system_score_codex":0.00004654301,"about_ca_system_score_gemma":0.000024722183,"threshold_uncertainty_score":0.99998736},"labels":[],"label_agreement":null},{"id":"W4386802997","doi":"10.46759/iijsr.2023.7306","title":"A Case Study on Mental Health, Mental Disorder and Epidemiology","year":2023,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Epidemiology; Psychiatry; Psychology; Medicine; Internal medicine","score_opus":0.1703054843394315,"score_gpt":0.5119737896144857,"score_spread":0.3416683052750542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386802997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852998,0.00030689916,0.0000025794545,0.007484144,0.0008877735,0.0015140354,0.000035294954,0.00016084137,0.0043086302],"genre_scores_gemma":[0.98988736,0.00005424993,0.000024068046,0.0025809538,0.000053458556,0.0002095503,0.00006708475,0.000018134853,0.0071051316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982087,0.0004251982,0.0003545203,0.00043947165,0.00008007239,0.0004920484],"domain_scores_gemma":[0.99924386,0.00026545158,0.000077642624,0.00022003063,0.000004367861,0.00018864527],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006052763,0.000165685,0.0002940206,0.00012818775,0.00046813907,0.000007830398,0.00006562995,0.000053029537,0.001101421],"category_scores_gemma":[0.000007915507,0.00012490753,0.000033669734,0.00018713155,0.00005108746,0.000044754874,0.00007720867,0.00011037147,0.0009470901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026031822,0.0023573933,0.80368936,0.000031061434,0.00015287781,0.0019256313,0.019268794,3.164252e-7,0.0000017346099,0.0029586153,0.061383042,0.107970834],"study_design_scores_gemma":[0.014719921,0.011032262,0.7033313,0.000036852514,0.000032634747,0.0043134484,0.24992318,0.00021083899,0.0000049732294,0.0006366514,0.015154941,0.00060300785],"about_ca_topic_score_codex":0.005809268,"about_ca_topic_score_gemma":0.0012717929,"teacher_disagreement_score":0.23065439,"about_ca_system_score_codex":0.000060477618,"about_ca_system_score_gemma":0.0000075837884,"threshold_uncertainty_score":0.9998308},"labels":[],"label_agreement":null},{"id":"W4386844209","doi":"10.1016/j.jad.2023.09.019","title":"Prevalence of past-year major depressive episode among young adults between 2005 and 2021: Results from four national representative surveys in France","year":2023,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Major depressive episode; Depression (economics); Young adult; Demography; Medicine; Mental health; Prevalence; Cross-sectional study; Epidemiology; Gerontology; Psychiatry; Environmental health; Population; Mood","score_opus":0.020145567742270967,"score_gpt":0.3449443378556495,"score_spread":0.32479877011337854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386844209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965158,0.0006271942,0.00016182146,0.0003039774,0.00030336398,0.00052151247,0.0006106787,0.0000074440877,0.0009482198],"genre_scores_gemma":[0.9989018,0.00036809,0.00007157346,0.000011419565,0.00016062203,0.000033395656,0.00004072657,0.000016581913,0.0003958137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971215,0.001216977,0.0006091512,0.0003414406,0.0004246126,0.00028629065],"domain_scores_gemma":[0.9965445,0.0022219473,0.00079906656,0.00013292412,0.0001815259,0.00012006908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016398785,0.0001676458,0.00035969846,0.00032214203,0.000084938474,0.000013936613,0.00019070932,0.00010558968,0.00013140008],"category_scores_gemma":[0.00055120245,0.00014940106,0.00008504784,0.00042479316,0.00015376815,0.00033984118,0.00005891349,0.00029733308,0.000014751087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004779284,0.00013850754,0.9852742,0.000053691307,0.00019929853,0.000035794797,0.003506767,0.000066853,0.000015151171,0.000009121574,0.0015579369,0.008664766],"study_design_scores_gemma":[0.007046781,0.0002588729,0.9887827,0.00029035372,0.00003900141,0.0000022831398,0.0019400269,0.00004315805,0.000121766985,0.0013505155,0.000005953179,0.00011859232],"about_ca_topic_score_codex":0.006803399,"about_ca_topic_score_gemma":0.0024434647,"teacher_disagreement_score":0.0085461745,"about_ca_system_score_codex":0.000085748645,"about_ca_system_score_gemma":0.00003435611,"threshold_uncertainty_score":0.9998104},"labels":[],"label_agreement":null},{"id":"W4386868576","doi":"10.2196/preprints.47059","title":"e–Mental Health Program to Prevent Psychological Distress Among French-Speaking International Students in a Linguistic-Cultural Minority Context (Ottawa, Alberta, and Quebec): Protocol for the Implementation and Evaluation of Psy-Web (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Mental health; Psychological intervention; eHealth; Psychology; Public relations; Health care; Medical education; Political science; Medicine; Psychiatry; Geography","score_opus":0.11918898541318686,"score_gpt":0.5537331884482573,"score_spread":0.4345442030350704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386868576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7566691,0.000038936876,0.00003703604,0.0016329559,0.0007424802,0.24025604,0.00019563745,0.000036266734,0.0003915548],"genre_scores_gemma":[0.66060394,0.0000051942443,0.00023310223,0.00008163528,0.00009677033,0.3380971,0.00039682072,0.0000127776575,0.000472684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966371,0.00041603265,0.001044002,0.0008956209,0.0006350179,0.0003722413],"domain_scores_gemma":[0.99843097,0.00026944323,0.00062923937,0.00032155504,0.0002138109,0.00013495568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017738783,0.0003236967,0.0004083253,0.00013638016,0.0001815005,0.00017959763,0.00041866134,0.0001589372,0.00041219295],"category_scores_gemma":[0.00009197467,0.00022710553,0.00008632384,0.000100939746,0.00011134116,0.00007767514,0.00057776796,0.00026891337,0.0000047884946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003399278,0.0021208406,0.52180177,0.00044225622,0.00022236524,0.000001329182,0.010797319,0.000010743998,0.0000030410183,0.00050433085,0.0021556327,0.46160045],"study_design_scores_gemma":[0.0057810247,0.00059074233,0.98640895,0.00046685454,0.000055721437,0.000002550407,0.003926787,0.0012673228,0.000016597347,0.00034371772,0.000915434,0.00022431301],"about_ca_topic_score_codex":0.14817789,"about_ca_topic_score_gemma":0.4466207,"teacher_disagreement_score":0.46460718,"about_ca_system_score_codex":0.00048673537,"about_ca_system_score_gemma":0.00005461221,"threshold_uncertainty_score":0.92610943},"labels":[],"label_agreement":null},{"id":"W4386888417","doi":"10.1080/10428232.2023.2259781","title":"Recovery, Identity, Resistance: Exploring Substance Use Stigma in Rural Ontario","year":2023,"lang":"en","type":"article","venue":"Journal of Progressive Human Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Stigma (botany); Sociology; Thematic analysis; Resistance (ecology); Sociocultural evolution; Mental health; Qualitative research; Social psychology; Gender studies; Psychology; Criminology; Public relations; Political science; Social science","score_opus":0.12809240045626444,"score_gpt":0.3981895813745557,"score_spread":0.27009718091829127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386888417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950566,0.0021222592,9.3855664e-7,0.00015705156,0.0013838041,0.00028569676,0.0000061589026,0.00003492733,0.0009525386],"genre_scores_gemma":[0.9947096,0.00013570637,0.00012922815,0.000094666226,0.00030990565,0.00006744992,0.00001657614,0.000026333286,0.0045105345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796575,0.00013702047,0.0007713924,0.00020748076,0.0004626694,0.00045570536],"domain_scores_gemma":[0.9985347,0.00009821496,0.0008549138,0.00022891465,0.0001525452,0.00013073957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005056746,0.00019334344,0.00036912417,0.00044082841,0.00025341724,0.00021185516,0.0004894031,0.00008097592,0.00083355565],"category_scores_gemma":[0.0000050147714,0.00016689097,0.00011497874,0.00051519286,0.000044011158,0.0025769644,0.000068400215,0.00037058283,0.00012656911],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008891364,0.00038921667,0.96597147,0.00032310106,0.00016671568,0.00314236,0.022110105,0.0000090051,0.00014006963,0.0016737385,0.0013369306,0.003848165],"study_design_scores_gemma":[0.0018633278,0.00023645519,0.9865086,0.0014846238,0.000033780634,0.000027719445,0.004844181,8.705547e-7,0.000110406625,0.003626199,0.0010914133,0.00017243535],"about_ca_topic_score_codex":0.0046498426,"about_ca_topic_score_gemma":0.2445901,"teacher_disagreement_score":0.23994026,"about_ca_system_score_codex":0.00035018782,"about_ca_system_score_gemma":0.000036029905,"threshold_uncertainty_score":0.912685},"labels":[],"label_agreement":null},{"id":"W4386928040","doi":"10.1186/s12909-023-04512-w","title":"Embedding interpersonal stigma resistance into the medical curriculum: a focus group study of medical students","year":2023,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Stigma (botany); Focus group; Thematic analysis; Curriculum; Mental health; Medical education; Resistance (ecology); Social stigma; Psychology; Medicine; Medical psychology; Qualitative research; MEDLINE; Family medicine; Psychiatry; Pedagogy; Sociology","score_opus":0.03471912136760426,"score_gpt":0.4728795765638693,"score_spread":0.43816045519626506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386928040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984876,0.00086345326,0.00018339991,0.0085092075,0.003754558,0.00084359717,0.0000016772633,0.00008829313,0.0008798396],"genre_scores_gemma":[0.9960749,0.00010467184,0.00005816496,0.0009997422,0.00079415174,0.00074504863,0.00005662582,0.00002263477,0.001144061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921554,0.00078838627,0.00077498227,0.00048694047,0.005384113,0.00041017673],"domain_scores_gemma":[0.99765074,0.00094058487,0.00021100903,0.0004168142,0.000069737165,0.0007111048],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038685356,0.00019635698,0.00032166822,0.00016793968,0.0002926419,0.000040223407,0.0016075051,0.00030027376,0.010986388],"category_scores_gemma":[0.0022774967,0.00012846003,0.000080039856,0.0007354893,0.00023343056,0.00008145526,0.0003572897,0.00052527315,0.00033409652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040908452,0.022293648,0.4477395,0.00058128795,0.00031055236,0.0002017662,0.07613018,3.6733047e-7,0.0000011219184,0.006714887,0.14639159,0.29922602],"study_design_scores_gemma":[0.012851516,0.0015470813,0.6424814,0.0039631906,0.0002627529,0.00009210347,0.31997874,0.003567091,0.0000070180104,0.0026180127,0.011885895,0.00074517407],"about_ca_topic_score_codex":0.0036720163,"about_ca_topic_score_gemma":0.009966939,"teacher_disagreement_score":0.29848084,"about_ca_system_score_codex":0.00013339019,"about_ca_system_score_gemma":0.00089457975,"threshold_uncertainty_score":0.9899177},"labels":[],"label_agreement":null},{"id":"W4387192483","doi":"10.1136/leader-2023-000776","title":"The human side of structural stigma: a call to action to address the lack of equity in mental health and substance use care","year":2023,"lang":"en","type":"article","venue":"BMJ Leader","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Stigma (botany); Psychiatry; Call to action; Equity (law); Substance use; Context (archaeology); Medicine; Psychology; Health equity; Health care; Public health; Nursing; Political science; Business","score_opus":0.3620623399869268,"score_gpt":0.5532979943616938,"score_spread":0.19123565437476703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387192483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99252874,0.00043166906,7.760251e-7,0.0051754126,0.0002611874,0.0012714929,0.00006449405,0.0000124986955,0.00025370767],"genre_scores_gemma":[0.9984172,0.000012498898,0.0000146329585,0.00051537063,0.00003955347,0.00008803493,0.000024557403,0.000008993322,0.0008791641],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990005,0.00013444241,0.0002709941,0.0001690671,0.00015873904,0.00026628003],"domain_scores_gemma":[0.9994665,0.00011139903,0.00009955084,0.0002200631,0.00002438893,0.00007809749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020865296,0.00008440982,0.00015330905,0.000051889467,0.00020507214,0.000014145952,0.00013548552,0.000034291163,0.00002041471],"category_scores_gemma":[0.00001250545,0.00005141224,0.000021358188,0.00022831277,0.00006326749,0.000053957974,0.000063351836,0.00008824766,0.000011931493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018370169,0.00014998268,0.4759636,0.0009417752,0.00011640644,0.000020915833,0.35306323,0.0000755559,0.0031648013,0.0052480493,0.03886125,0.12055743],"study_design_scores_gemma":[0.00081682287,0.00023649119,0.9574691,0.0001158833,0.000004467084,0.0000025851707,0.03974277,0.0000079097645,0.0007484866,0.0000660491,0.00071272935,0.000076700715],"about_ca_topic_score_codex":0.0040332195,"about_ca_topic_score_gemma":0.029372694,"teacher_disagreement_score":0.4815055,"about_ca_system_score_codex":0.000097154814,"about_ca_system_score_gemma":0.00001989194,"threshold_uncertainty_score":0.9883387},"labels":[],"label_agreement":null},{"id":"W4387253935","doi":"10.5114/hivar.2023.131613","title":"Coping strategies and their correlation with depression, anxiety, and stress among HIV-positive patients referred to voluntary counseling and testing center, Tehran, Iran, 2019","year":2023,"lang":"en","type":"article","venue":"HIV & AIDS Review","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Voluntary counseling and testing; Anxiety; Medicine; Coping (psychology); Human immunodeficiency virus (HIV); Psychiatry; Clinical psychology; Family medicine; Environmental health; Population; Health services","score_opus":0.03055612555928526,"score_gpt":0.31941055342555225,"score_spread":0.28885442786626697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387253935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95295876,0.04427619,0.00015660148,0.00010862404,0.00014743593,0.0013715351,0.00019953166,0.00007916933,0.0007021319],"genre_scores_gemma":[0.97831786,0.019807503,0.00030030604,0.00041055062,0.000045582427,0.00013472557,0.0007196071,0.000034834153,0.00022901919],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857485,0.00015867231,0.00035394853,0.000474469,0.0001369514,0.0003011021],"domain_scores_gemma":[0.99916893,0.00025112025,0.00017427921,0.00017716126,0.0000812137,0.00014727339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023229305,0.00024793815,0.00038368243,0.00008479467,0.00029855408,0.00008944273,0.00007301954,0.00006248751,0.000025185276],"category_scores_gemma":[0.000024343668,0.00017626585,0.00002000097,0.00031600188,0.00006164792,0.00039577295,0.00007928618,0.00013903508,0.000024742663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006669661,0.000056385317,0.9103323,0.0013146487,0.000035915436,0.0000065818695,0.0013696131,0.000004318211,0.000006220585,0.00001606785,0.001879355,0.0849119],"study_design_scores_gemma":[0.0016669288,0.00030983723,0.9783018,0.016894614,0.00010373437,0.000021080514,0.001483017,0.00017291638,0.000011677096,0.000027916563,0.0007277264,0.00027872357],"about_ca_topic_score_codex":0.00020157889,"about_ca_topic_score_gemma":0.00007014422,"teacher_disagreement_score":0.08463317,"about_ca_system_score_codex":0.000025516734,"about_ca_system_score_gemma":0.000011388207,"threshold_uncertainty_score":0.71879125},"labels":[],"label_agreement":null},{"id":"W4387308213","doi":"10.1177/02537176231196290","title":"Prevalence of Psychiatric Morbidity and Alcohol use Disorders Among Adolescent Indigenous Tribals from Three Indian States","year":2023,"lang":"en","type":"article","venue":"Indian Journal of Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Fogarty International Center; National Institutes of Health; Indian Council of Medical Research","keywords":"Medicine; Indigenous; Tamil; Psychiatry; Anxiety; Demography","score_opus":0.07618706984840973,"score_gpt":0.39843826059311144,"score_spread":0.3222511907447017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387308213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925427,0.0031592813,0.000040738905,0.0014227832,0.0018229458,0.00069096725,0.00012647566,0.00003582703,0.00015828325],"genre_scores_gemma":[0.99517184,0.0035977298,0.00017861367,0.00042777765,0.0004689733,0.000018142724,0.000028241435,0.000023861674,0.000084819425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969589,0.0003195408,0.001207519,0.0004224096,0.0005317174,0.0005599289],"domain_scores_gemma":[0.9974183,0.0005625516,0.0010555927,0.00036503354,0.00008578757,0.0005127329],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009239548,0.0002977224,0.00068360294,0.00058988045,0.00016401701,0.000020557962,0.0004916931,0.0002604039,0.0011740264],"category_scores_gemma":[0.00015666954,0.00019645954,0.000127611,0.00076143845,0.00056394725,0.00021413747,0.00005102181,0.0006315562,0.000043838834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005582187,0.0006598137,0.9384943,0.0001437218,0.00012445447,0.00066898885,0.0052850693,0.0000018594116,0.000036517184,0.000020904203,0.002911849,0.05109429],"study_design_scores_gemma":[0.004361225,0.0027812938,0.9860059,0.00043697518,0.000120691446,0.00009745063,0.0011691701,0.0000016746592,0.000013952687,0.004767923,0.00007525902,0.00016847026],"about_ca_topic_score_codex":0.00067694974,"about_ca_topic_score_gemma":0.00019302059,"teacher_disagreement_score":0.050925817,"about_ca_system_score_codex":0.000046360798,"about_ca_system_score_gemma":0.00001604006,"threshold_uncertainty_score":0.99973905},"labels":[],"label_agreement":null},{"id":"W4387340128","doi":"10.21203/rs.3.rs-3393446/v1","title":"Validation and Psychometric Testing of the Arabic Version of the Mental Health Literacy Scale Among the Saudi Arabian General Population","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Arabic; Scale (ratio); Literacy; Health literacy; Population; Psychology; Mental health; Psychometric testing; Clinical psychology; Psychometrics; Psychiatry; Medicine; Geography; Environmental health; Political science; Cartography; Pedagogy; Health care; Linguistics","score_opus":0.13576209511053872,"score_gpt":0.48114120335104843,"score_spread":0.3453791082405097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387340128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99130356,0.00093975395,0.0000036762492,0.003377441,0.0010269564,0.0027288776,0.00017188008,0.00002099219,0.000426848],"genre_scores_gemma":[0.9979926,0.0001781248,0.00006837719,0.000032647917,0.00015274524,0.00013638272,0.0002097436,0.000027597565,0.0012017858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99585295,0.0017252273,0.0005502412,0.0004465019,0.0009985073,0.00042656358],"domain_scores_gemma":[0.9977782,0.0005410463,0.0005485078,0.0008402467,0.00020896716,0.000083045044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023186544,0.00017375253,0.00027326416,0.0003831624,0.0008901921,0.000070911716,0.00059136783,0.00015975899,0.000067195135],"category_scores_gemma":[0.00017676424,0.00009191968,0.00012874212,0.0017765916,0.00023617622,0.00009316948,0.00081067556,0.0007952708,0.000011048297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060401333,0.00014155835,0.9567641,0.0007257261,0.00002987294,2.2898193e-7,0.0020212426,0.000052429277,0.00004658087,0.00006740299,0.0014380568,0.0386524],"study_design_scores_gemma":[0.0004374038,0.00013801863,0.99592465,0.0012188652,0.000011206545,0.0000017249483,0.00047260788,0.0005386063,0.00019759004,0.0009289748,0.000060576065,0.00006974922],"about_ca_topic_score_codex":0.012951578,"about_ca_topic_score_gemma":0.00029456013,"teacher_disagreement_score":0.039160576,"about_ca_system_score_codex":0.0002910849,"about_ca_system_score_gemma":0.000079866215,"threshold_uncertainty_score":0.9936213},"labels":[],"label_agreement":null},{"id":"W4387409984","doi":"10.1097/acm.0000000000005467","title":"Stigma Against Patients With Substance Use Disorders Among Health Care Professionals and Trainees and Stigma-Reducing Interventions: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Psychological intervention; Stigma (botany); Medicine; Inclusion (mineral); Intervention (counseling); Family medicine; Social stigma; Health care; Clinical psychology; Psychiatry; Psychology; Social psychology; Pathology","score_opus":0.13737932865331123,"score_gpt":0.4769284417275015,"score_spread":0.3395491130741902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387409984","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00391168,0.9830958,0.00000707733,0.0004397698,0.00047266643,0.01181072,0.00013609839,0.00009077562,0.000035394074],"genre_scores_gemma":[0.0008781713,0.99327266,0.000012883692,0.00077897357,0.000106332,0.0024555053,0.0012134049,0.000098308774,0.0011837691],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9950447,0.0009725292,0.0021589317,0.00081163825,0.0004725185,0.0005396764],"domain_scores_gemma":[0.9962793,0.0010022039,0.001829095,0.0004495566,0.0000688257,0.0003710458],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010731751,0.00064302766,0.0035812408,0.00033069713,0.00034665814,0.000012847573,0.00028840205,0.00033277125,0.000052567782],"category_scores_gemma":[0.00033433098,0.00037020087,0.00013373217,0.00058003835,0.00027161863,0.00019372063,0.00007287106,0.0009822538,0.000015506723],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007804963,0.000026156562,0.000645033,0.876039,0.00027579677,0.000006690454,0.0053055217,8.160621e-9,7.192946e-10,0.000057735353,0.0026855478,0.11495069],"study_design_scores_gemma":[0.001051519,0.00026582804,0.0009650549,0.9897089,0.0018015841,0.000007915015,0.0035981042,3.415082e-7,1.8832822e-9,0.0000100910365,0.0022966675,0.00029398894],"about_ca_topic_score_codex":0.00025654177,"about_ca_topic_score_gemma":0.00015525155,"teacher_disagreement_score":0.114656694,"about_ca_system_score_codex":0.00019561584,"about_ca_system_score_gemma":0.00007341228,"threshold_uncertainty_score":0.999875},"labels":[],"label_agreement":null},{"id":"W4387416204","doi":"10.2196/43770","title":"Predictors of Mental Health Literacy in a Sample of Health Care Major Students: Pilot Evaluation Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Empathy; Health literacy; Mental health; Mental health literacy; Psychology; Digital health; Health care; Digital literacy; Clinical psychology; Medicine; Psychiatry; Mental illness; Political science","score_opus":0.18574356965660296,"score_gpt":0.6071873594400755,"score_spread":0.4214437897834725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387416204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905692,0.0008854867,0.000003122321,0.00056631106,0.0003310418,0.0067622783,0.00038216505,0.00002633361,0.00047406013],"genre_scores_gemma":[0.9977887,0.000063595915,0.000017340739,0.000033001066,0.000025078441,0.0014261794,0.000541718,0.00001689504,0.00008744056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931126,0.0030122884,0.0010107568,0.00029454552,0.0018835178,0.00068629713],"domain_scores_gemma":[0.9984766,0.00039951366,0.00033893305,0.0003351849,0.00031955936,0.0001301926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006737184,0.0001365571,0.00042619024,0.0009866579,0.00028651976,0.000022052085,0.00036541207,0.000036155358,0.0003323824],"category_scores_gemma":[0.000040542574,0.00011640118,0.000042147396,0.001697675,0.00009101784,0.00029887678,0.00023626025,0.0002865852,0.00008024801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005800133,0.004105594,0.48767266,0.00061134965,0.00008866058,0.0000014304333,0.4231396,0.0000013795639,0.000003668143,0.00009030363,0.0037482546,0.07995706],"study_design_scores_gemma":[0.0052545723,0.009505402,0.86424506,0.00023581652,0.0000026387168,3.898003e-7,0.12038937,0.000060621303,0.000020170019,0.00008323801,0.00014197607,0.000060741746],"about_ca_topic_score_codex":0.0075300196,"about_ca_topic_score_gemma":0.0009047278,"teacher_disagreement_score":0.3765724,"about_ca_system_score_codex":0.00093234633,"about_ca_system_score_gemma":0.0002770058,"threshold_uncertainty_score":0.9990789},"labels":[],"label_agreement":null},{"id":"W4387478319","doi":"10.1101/2023.10.10.23296817","title":"Studying the context of psychoses to improve outcomes in Ethiopia (SCOPE): protocol paper","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; McGill University; Douglas Mental Health University Institute","funders":"Economic and Social Research Council; Medical Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Context (archaeology); Psychological intervention; Population; Medicine; Rural area; Psychology; Geography; Environmental health; Nursing","score_opus":0.10794712991709003,"score_gpt":0.45331587201286105,"score_spread":0.345368742095771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387478319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83767605,0.00009470421,0.000005853827,0.004159502,0.0032799125,0.1507674,0.00008099026,0.00009389214,0.0038416963],"genre_scores_gemma":[0.67707306,0.0000088025,0.00005682739,0.0012969616,0.00011277767,0.3155411,0.000008603067,0.00005539424,0.0058465195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722517,0.00037350997,0.00088897865,0.0007168217,0.00033401384,0.00046151355],"domain_scores_gemma":[0.9979284,0.00045140405,0.0003604563,0.001106152,0.00005563218,0.0000979594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009743615,0.0003630961,0.00068848074,0.00020137873,0.00009771482,0.000038945138,0.0008426702,0.00028175733,0.00059849396],"category_scores_gemma":[0.00008779056,0.00022444567,0.0001565565,0.00023649025,0.00007096447,0.000044698165,0.0006080309,0.00073922944,0.0005393591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006535525,0.0009493052,0.93652284,0.0010114096,0.00027577454,0.00004807294,0.011225811,0.0000040208847,0.00027690874,0.0008750586,0.0023511848,0.04580609],"study_design_scores_gemma":[0.0024554464,0.0003402442,0.9816974,0.00051788724,0.000034686745,6.762582e-7,0.0024783302,0.0000023092919,0.00066480297,0.00065406115,0.010841167,0.00031298914],"about_ca_topic_score_codex":0.0038074637,"about_ca_topic_score_gemma":0.0017450897,"teacher_disagreement_score":0.16477369,"about_ca_system_score_codex":0.00008293857,"about_ca_system_score_gemma":0.000059119102,"threshold_uncertainty_score":0.9152629},"labels":[],"label_agreement":null},{"id":"W4387500723","doi":"10.1186/s12889-023-16825-y","title":"Evaluating the effect of an adapted mental health literacy intervention on mental health related stigma among secondary students in Germany: results of a pre-post evaluation study","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universität Bielefeld; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Stigma (botany); Mental health; Mental health literacy; Mental illness; Medicine; Intervention (counseling); Biostatistics; Social stigma; German; Social distance; Psychiatry; Public health; Clinical psychology; Family medicine; Nursing; Disease","score_opus":0.10080527038226653,"score_gpt":0.5224514961291987,"score_spread":0.4216462257469322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387500723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807752,0.00056423346,0.0000021513965,0.0037928508,0.0011134859,0.01307882,0.0004114627,0.00011321614,0.00014861886],"genre_scores_gemma":[0.99568546,0.000028258324,0.00004471551,0.0003324195,0.000048441623,0.00070550904,0.0028611666,0.000050610815,0.00024342569],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9771214,0.015852455,0.0032251063,0.00092254067,0.0018395273,0.0010389502],"domain_scores_gemma":[0.9955917,0.0006022759,0.0024033822,0.0008377188,0.00014389925,0.00042103892],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0374057,0.00037616157,0.00091715896,0.00086134125,0.00064737466,0.00007550161,0.0005807819,0.00011459432,0.00024378338],"category_scores_gemma":[0.00025939936,0.0002876171,0.00015084662,0.0015144538,0.00008777863,0.0005644684,0.00019989353,0.00053385907,0.00003288581],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005802489,0.0065519763,0.25942144,0.0012065049,0.00021630802,0.0000042383226,0.110105,0.00006127637,0.000010445694,0.000043561977,0.0011953986,0.61538136],"study_design_scores_gemma":[0.020813042,0.034833148,0.9289135,0.0007903818,0.000013621538,0.0000053262434,0.006954623,0.0074753445,0.000007150089,0.000014923414,0.000031535736,0.0001474071],"about_ca_topic_score_codex":0.021875128,"about_ca_topic_score_gemma":0.005843129,"teacher_disagreement_score":0.66949207,"about_ca_system_score_codex":0.001595962,"about_ca_system_score_gemma":0.00081323844,"threshold_uncertainty_score":0.9999576},"labels":[],"label_agreement":null},{"id":"W4387501870","doi":"10.1016/j.euroneuro.2023.08.477","title":"F96. ASSESSING THE IMPACT OF THE JAR MODEL OF MENTAL ILLNESS VIDEO ON REACTIONS OF PREJUDICE TOWARDS PEOPLE WITH MENTAL ILLNESS IN INDIVIDUALS WITHOUT A PERSONAL OR FAMILY HISTORY OF MENTAL ILLNESS","year":2023,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental illness; Psychiatry; Stigma (botany); Psychology; Clinical psychology; Prejudice (legal term); Mental health; Social psychology","score_opus":0.05579096016786755,"score_gpt":0.3867603982947826,"score_spread":0.33096943812691504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387501870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987135,0.00018289831,0.0000053819426,0.0003429706,0.0026698199,0.0017088165,0.0005077127,0.00006652218,0.007380912],"genre_scores_gemma":[0.9976801,0.00017831978,0.000019455216,0.00032808832,0.00007726475,0.00012385432,0.000043810607,0.00014125188,0.0014078413],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9948835,0.0020467762,0.0011311492,0.0006698701,0.00066139124,0.00060731213],"domain_scores_gemma":[0.9976187,0.00033085153,0.0012297505,0.00057136436,0.00011389572,0.00013543814],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009561503,0.0004785004,0.0007781007,0.00044536975,0.00024793937,0.00001225795,0.0009000307,0.00009616023,0.0004310964],"category_scores_gemma":[0.00003070228,0.0002890919,0.0002829568,0.001041809,0.00077402993,0.00023877781,0.0002889783,0.0005504186,0.000016749687],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015524409,0.009784546,0.14461786,0.00067687954,0.0019915672,0.00016678301,0.20455375,0.0029336645,0.5508425,0.00016737213,0.03574948,0.032991163],"study_design_scores_gemma":[0.012346533,0.002197761,0.9659412,0.00039420172,0.00028307235,0.000115799456,0.009956557,0.003317061,0.0037207634,0.000012776511,0.0011435244,0.00057074777],"about_ca_topic_score_codex":0.00095786346,"about_ca_topic_score_gemma":0.00005119861,"teacher_disagreement_score":0.82132334,"about_ca_system_score_codex":0.00046060488,"about_ca_system_score_gemma":0.00032956633,"threshold_uncertainty_score":0.99995613},"labels":[],"label_agreement":null},{"id":"W4387568553","doi":"10.1007/s10597-023-01191-1","title":"State-Federal Vocational Rehabilitation Services, Demographic Characteristics and Employment Outcomes for Native Americans with Mental Illnesses","year":2023,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Vocational rehabilitation; Mental health; Rehabilitation; Vocational education; Health psychology; Gerontology; Public health; Medicine; Psychiatry; Environmental health; Psychology; Nursing; Physical therapy","score_opus":0.05635711836800515,"score_gpt":0.41335783656089786,"score_spread":0.3570007181928927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387568553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864726,0.0002331392,0.00012194892,0.009764059,0.0011763327,0.0014265534,0.0006391947,0.00007768779,0.00008848781],"genre_scores_gemma":[0.9945063,0.0003472546,0.0011247374,0.0019785597,0.000071308845,0.00027817147,0.0012970193,0.000039039496,0.00035761096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974767,0.0008004281,0.00061569735,0.00020366095,0.00034026382,0.0005632738],"domain_scores_gemma":[0.99810845,0.000694968,0.0005046194,0.00022610957,0.00011856585,0.000347274],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011375112,0.00026013938,0.00039854783,0.00028979254,0.0036281266,0.00010601797,0.00024130686,0.000048214315,0.00007796957],"category_scores_gemma":[0.00001314814,0.00020951615,0.00007118788,0.00035271767,0.00021828854,0.0002772286,0.00009455976,0.00050069473,0.000014916857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016478684,0.0018110087,0.7530778,0.0007589662,0.00039685646,0.000008019967,0.07853359,0.0000017863323,0.000018764715,0.00047048467,0.0067100385,0.15656483],"study_design_scores_gemma":[0.0033645357,0.0030243632,0.9471435,0.00024326703,0.000017131542,0.000100612706,0.041433144,0.000056028635,0.000006156953,0.0008032924,0.0035883903,0.00021956381],"about_ca_topic_score_codex":0.0014452011,"about_ca_topic_score_gemma":0.0012057128,"teacher_disagreement_score":0.19406573,"about_ca_system_score_codex":0.0003973551,"about_ca_system_score_gemma":0.000105773266,"threshold_uncertainty_score":0.99766904},"labels":[],"label_agreement":null},{"id":"W4387610354","doi":"10.4103/indianjpsychiatry.indianjpsychiatry_667_23","title":"Stigma towards mental illness in Asian nations and low-and-middle-income countries, and comparison with high-income countries: A literature review and practice implications","year":2023,"lang":"en","type":"review","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Stigma (botany); Psychological intervention; Mental health; Mental illness; Psychiatry; Social stigma; Prejudice (legal term); Psychology; Developing country; Global mental health; Medicine; Clinical psychology; Social psychology; Economic growth; Family medicine","score_opus":0.031625594510205836,"score_gpt":0.403150703304911,"score_spread":0.37152510879470513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387610354","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017194726,0.9818735,0.0000023771015,0.012654922,0.0009834123,0.001710564,0.00076104444,0.000018930501,0.00027577925],"genre_scores_gemma":[0.0016027275,0.9963598,0.0006346662,0.000646324,0.00028374456,0.00015853666,0.00011175661,0.00006539155,0.00013705391],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967942,0.0005025548,0.0014975776,0.00048966805,0.0003170377,0.00039893558],"domain_scores_gemma":[0.9967975,0.00052571454,0.001810231,0.00030741747,0.00016959157,0.00038955873],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010226737,0.0005299826,0.0018533544,0.00082119,0.00047699708,0.00027834682,0.00026155455,0.00036479128,0.000056172095],"category_scores_gemma":[0.000063118474,0.00038985247,0.000089566485,0.00095022103,0.0002373583,0.00053652376,0.000079606136,0.0010023051,0.000011079388],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007602079,0.0009844941,0.05406999,0.59659475,0.003729494,0.0012882373,0.015832677,1.1571197e-7,1.2257741e-8,0.028262123,0.0044305255,0.2940474],"study_design_scores_gemma":[0.0034698113,0.0008843928,0.025332805,0.4250852,0.0033097705,0.017473476,0.0019725054,2.2939551e-7,2.6368571e-8,0.0004941768,0.52112126,0.00085632113],"about_ca_topic_score_codex":0.000068422385,"about_ca_topic_score_gemma":0.00058033667,"teacher_disagreement_score":0.5166908,"about_ca_system_score_codex":0.00018165859,"about_ca_system_score_gemma":0.00048289946,"threshold_uncertainty_score":0.99985534},"labels":[],"label_agreement":null},{"id":"W4387683022","doi":"10.1071/ah23163","title":"Deterioration of mild anxiety and depression with Better Access treatment: implications for scaling up psychotherapy worldwide","year":2023,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental health; Anxiety; Psychological intervention; Depression (economics); Population health; Psychiatry; Medicine; Health economics; Population; Public health; Environmental health; Nursing","score_opus":0.19396266673819834,"score_gpt":0.5063800277246082,"score_spread":0.3124173609864099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387683022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8209311,0.08618583,0.00035550722,0.078160666,0.00080110325,0.0126676345,0.00039852917,0.00022844762,0.00027122025],"genre_scores_gemma":[0.61166877,0.36267656,0.0024539595,0.011791197,0.00031118953,0.006111383,0.000974019,0.00011142433,0.0039015238],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985361,0.00011273653,0.00052748405,0.0003808642,0.00007541004,0.0003674017],"domain_scores_gemma":[0.99901366,0.000083736755,0.00034288593,0.00035361174,0.000045096087,0.0001609884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027618016,0.00018225427,0.00042174364,0.00009018317,0.00023172415,0.000023939305,0.00012669821,0.000056698806,0.00012290836],"category_scores_gemma":[0.0000021980236,0.00012858905,0.00006564416,0.0004394812,0.000034903274,0.00015662929,0.000007853496,0.00005432934,0.0000194718],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011281445,0.00009207772,0.111358166,0.0035691485,0.000047265214,4.1287802e-7,0.0003108446,2.705539e-7,0.000024135874,0.00016526821,0.0149623435,0.8693572],"study_design_scores_gemma":[0.0032534709,0.00061857543,0.890589,0.0061135376,0.00013745467,0.000018662467,0.00006231712,0.0000044581834,0.00020799904,0.0006733878,0.09802887,0.00029229966],"about_ca_topic_score_codex":0.0003114453,"about_ca_topic_score_gemma":0.00011994064,"teacher_disagreement_score":0.8690649,"about_ca_system_score_codex":0.00005622153,"about_ca_system_score_gemma":0.000036726342,"threshold_uncertainty_score":0.5243709},"labels":[],"label_agreement":null},{"id":"W4387859064","doi":"10.1002/hpm.3719","title":"Evaluation of collaborative mental health services in Latin America: Theoretical and methodological basis","year":2023,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Relevance (law); Context (archaeology); Management science; Health care; Computer science; Knowledge management; Psychology; Political science; Engineering; Psychotherapist","score_opus":0.14733562254769392,"score_gpt":0.5154458252360336,"score_spread":0.3681102026883396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387859064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95573735,0.004363067,0.00015378432,0.037301816,0.0005890396,0.0005579553,0.000021133306,0.000008512669,0.0012673433],"genre_scores_gemma":[0.9953193,0.0020286448,0.00083835237,0.0016959017,0.000042461594,0.000019322864,0.000015471924,0.000004478543,0.00003603138],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99752647,0.0010876992,0.0005313654,0.00011515863,0.00058166654,0.00015764321],"domain_scores_gemma":[0.9989687,0.00030615626,0.0005115415,0.000055475368,0.00010395527,0.000054151547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007264764,0.00007518613,0.00022709282,0.00021914736,0.00010348051,0.000018208584,0.0001505289,0.000020128398,0.00006593055],"category_scores_gemma":[0.000018803004,0.00004829721,0.000019312612,0.0001833048,0.00008099041,0.00005237647,0.00008277059,0.00010195723,0.0000024461765],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009969588,0.0003086949,0.022493765,0.00027671386,0.0006172223,0.00004607161,0.04431484,0.00038398276,0.000007296256,0.03640826,0.005744692,0.8884015],"study_design_scores_gemma":[0.0049054455,0.0012473497,0.89382005,0.0012388256,0.00007191566,0.000048324775,0.07766016,0.0045022266,0.000015406502,0.012694378,0.0036761875,0.000119720426],"about_ca_topic_score_codex":0.00014917593,"about_ca_topic_score_gemma":0.000011568091,"teacher_disagreement_score":0.88828176,"about_ca_system_score_codex":0.00011569144,"about_ca_system_score_gemma":0.000039076527,"threshold_uncertainty_score":0.25178367},"labels":[],"label_agreement":null},{"id":"W4387865927","doi":"10.1007/s40615-023-01842-9","title":"Ethnic Identity and Mechanisms of Mental Health Service Engagement Among Young Adults with Serious Mental Illnesses","year":2023,"lang":"en","type":"article","venue":"Journal of Racial and Ethnic Health Disparities","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; York University","keywords":"Ethnic group; Mental health; Epidemiology; Identity (music); Mental health service; Quality of Life Research; Gerontology; Psychology; Psychiatry; Medicine; Public health; Sociology; Anthropology; Nursing","score_opus":0.062026759866466684,"score_gpt":0.40102431337983147,"score_spread":0.3389975535133648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387865927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729635,0.013278288,0.00010049856,0.0108138565,0.001757621,0.00082722923,0.00011777671,0.000034811284,0.000106383726],"genre_scores_gemma":[0.985924,0.0104716625,0.00011643722,0.0030267413,0.00013983437,0.000037409434,0.00004328962,0.000026206359,0.00021441048],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99725544,0.00037618817,0.0009630661,0.00026943712,0.0005307053,0.000605142],"domain_scores_gemma":[0.9982408,0.00010456505,0.00094196707,0.0001396979,0.00009473515,0.00047821333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018032179,0.00024880632,0.0006807706,0.0002515367,0.000680779,0.00004131055,0.00017310862,0.00009790233,0.00009357676],"category_scores_gemma":[0.000014184124,0.00019532382,0.000064222666,0.00051088945,0.00016494363,0.0005966933,0.00012406676,0.00039070807,0.000005304208],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009273374,0.0021215037,0.12326723,0.01768747,0.0011522375,0.00027803073,0.38411972,0.000011266474,0.000101831676,0.01874157,0.022256806,0.42098895],"study_design_scores_gemma":[0.0052237595,0.002858055,0.92545336,0.0015157264,0.000049836603,0.00025234837,0.061785292,0.00003654408,0.00006363191,0.0018966163,0.00058067805,0.0002841543],"about_ca_topic_score_codex":0.008508147,"about_ca_topic_score_gemma":0.015474679,"teacher_disagreement_score":0.80218613,"about_ca_system_score_codex":0.00016438447,"about_ca_system_score_gemma":0.00019578614,"threshold_uncertainty_score":0.99809426},"labels":[],"label_agreement":null},{"id":"W4387941477","doi":"10.5772/intechopen.1002786","title":"Integrating Mental Health Services: Principles, Practices, and Possibilities","year":2023,"lang":"en","type":"book-chapter","venue":"IntechOpen eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mental health; Collaborative Care; SAFER; Primary care; Nursing; Health care; Medicine; Psychology; Political science; Family medicine; Computer science; Psychiatry","score_opus":0.10038576780781297,"score_gpt":0.3975038584791941,"score_spread":0.2971180906713812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387941477","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021731264,0.0018014087,0.0000035543694,0.0005551128,0.0014943889,0.0023692604,0.00035252378,0.00035188114,0.9908987],"genre_scores_gemma":[0.0068947426,0.00021981898,0.00035198915,0.0014330351,0.00026603203,0.00019377508,0.00037397633,0.00017303319,0.9900936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971843,0.00009184356,0.0009049336,0.00092666724,0.00033469548,0.00055761193],"domain_scores_gemma":[0.9972027,0.00022685494,0.0015957239,0.0006548198,0.00006168321,0.00025821623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00064385723,0.00058309245,0.0006942848,0.00025432723,0.0004650892,0.00020495913,0.0004749786,0.00041075452,0.0011125093],"category_scores_gemma":[0.000011532228,0.0005053972,0.0001178453,0.000022189857,0.00018234385,0.00014133687,0.0004733254,0.0008482582,0.0009930561],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044644115,0.000093174225,0.00021382139,0.002008348,0.0006449091,0.0001778364,0.025579076,2.766192e-8,0.000014554478,0.5956717,0.005249654,0.36990044],"study_design_scores_gemma":[0.0018684906,0.0011115979,0.00018519859,0.0068612793,0.00011074965,0.00022788445,0.013754979,0.000016288812,0.000049995466,0.026732972,0.94801795,0.0010625892],"about_ca_topic_score_codex":0.0053846333,"about_ca_topic_score_gemma":0.005455374,"teacher_disagreement_score":0.94276834,"about_ca_system_score_codex":0.00033455025,"about_ca_system_score_gemma":0.00013088914,"threshold_uncertainty_score":0.9998006},"labels":[],"label_agreement":null},{"id":"W4388041923","doi":"10.3233/jvr-230045","title":"Relationship between self-esteem and employment in people with severe mental illness: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Vocational Rehabilitation","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Carleton University; McGill University; Douglas College","funders":"","keywords":"Mental illness; Self-esteem; Meta-analysis; Psychology; Clinical psychology; Correlation; Positive correlation; Mental health; Medicine; Psychiatry; Internal medicine","score_opus":0.13117303058067906,"score_gpt":0.4484400746619459,"score_spread":0.3172670440812668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388041923","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009882195,0.9943902,0.0000112387315,0.0011083799,0.000047116817,0.0033136131,0.000085466556,0.000012707068,0.000043083364],"genre_scores_gemma":[0.008929093,0.98776907,0.00090121804,0.00008178795,0.000048936945,0.0013603742,0.0002471248,0.000047687554,0.0006147194],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99568063,0.0012350417,0.0020603957,0.00033316543,0.0005233325,0.00016745714],"domain_scores_gemma":[0.99202955,0.0054056984,0.0020089822,0.00024769607,0.00018695618,0.000121145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024183195,0.00032337397,0.0037707859,0.00085611775,0.00012375189,0.000042763804,0.00014580414,0.00014510569,0.00007751969],"category_scores_gemma":[0.00033461477,0.00020236154,0.0005834297,0.0013746476,0.000041583015,0.00026242243,0.000029989416,0.00029376673,0.000022723658],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018346638,0.00033677995,0.011308093,0.9142573,0.06703599,0.000007850766,0.0030295074,0.000001472886,1.3465844e-9,0.0012431036,0.00017302619,0.002588546],"study_design_scores_gemma":[0.00056882453,0.0006526994,0.07495085,0.03959907,0.8810344,0.00018089582,0.0008329312,9.605418e-7,2.9280622e-9,0.00044349412,0.0013773916,0.00035851737],"about_ca_topic_score_codex":0.000047521567,"about_ca_topic_score_gemma":0.0001345635,"teacher_disagreement_score":0.8746582,"about_ca_system_score_codex":0.00038775592,"about_ca_system_score_gemma":0.00013549253,"threshold_uncertainty_score":0.8252064},"labels":[],"label_agreement":null},{"id":"W4388360017","doi":"10.1093/oso/9780195165234.001.0001","title":"Reinventing Depression","year":2004,"lang":"en","type":"book","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Primary care; Psychiatry; Public health; Quarter (Canadian coin); Medicine; Health care; Psychology; Family medicine; Political science; Nursing; History; Law","score_opus":0.04855742554113444,"score_gpt":0.38663688745247743,"score_spread":0.33807946191134297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388360017","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018871475,0.0019901865,0.000037984155,0.00005335373,0.0012765162,0.00039020006,0.0000055788914,0.00012335599,0.9959341],"genre_scores_gemma":[0.0028817025,0.000015143669,0.00012987074,0.00040927052,0.00042967568,0.000043984146,0.00020992444,0.00004148068,0.99583894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990108,0.000019061257,0.00024008245,0.00033843107,0.00013563535,0.00025596566],"domain_scores_gemma":[0.9994284,0.000030673236,0.00014376723,0.0003036383,0.000011861,0.0000816508],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000067994384,0.00018931399,0.00020612996,0.0000749003,0.00011723707,0.000015975913,0.00015114152,0.0003189401,0.023675159],"category_scores_gemma":[0.0000014316307,0.00014984068,0.000088653156,0.000022613032,0.000022506183,0.00003420434,0.000056102526,0.00022479559,0.003793696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008696838,0.00026328993,0.00089647196,0.00039737092,0.00018242358,0.0004214226,0.000580628,8.108023e-7,0.0000021091562,0.11713433,0.625085,0.25494915],"study_design_scores_gemma":[0.0015182359,0.00009544117,0.00085952436,0.0008561388,0.00008289298,0.000030471927,0.000032658496,0.0000010273328,0.00006498207,0.028278008,0.96777356,0.00040709024],"about_ca_topic_score_codex":0.00013107866,"about_ca_topic_score_gemma":0.000021318207,"teacher_disagreement_score":0.34268853,"about_ca_system_score_codex":0.00037755026,"about_ca_system_score_gemma":0.000111056426,"threshold_uncertainty_score":0.996982},"labels":[],"label_agreement":null},{"id":"W4388572802","doi":"10.1177/13634615231211477","title":"<i>Maladi Nanm, Maladi Zonbi, &amp; Maladi Lalin</i>: A qualitative study of cultural concepts of distress in northern Haiti","year":2023,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Office of Behavioral and Social Sciences Research; Fogarty International Center","keywords":"Mental health; Distress; Psychiatry; Mania; Qualitative research; Bipolar disorder; Anxiety; Psychology; Mental illness; Medicine; Clinical psychology; Psychotherapist; Mood; Sociology; Social science","score_opus":0.06199358494467401,"score_gpt":0.44300273062453255,"score_spread":0.38100914567985855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388572802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99117035,0.0008204634,0.0000030850674,0.000791825,0.0016549411,0.0016218451,0.0003855286,0.000120151235,0.0034318403],"genre_scores_gemma":[0.9946711,0.000048175138,0.00009417356,0.00007479057,0.00013117888,0.0002109064,0.00046055875,0.000042420223,0.0042667193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963091,0.00064926164,0.0012109258,0.0006583193,0.00047321254,0.00069917657],"domain_scores_gemma":[0.9986663,0.00016316645,0.00039247717,0.0004732029,0.0001314251,0.00017346398],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036389058,0.00045479264,0.0008138707,0.00018014907,0.00014363247,0.000022534909,0.0004931489,0.00020320383,0.0005431986],"category_scores_gemma":[0.0000108457425,0.00033632194,0.0002924359,0.0010639139,0.00025507153,0.0002540834,0.00003355583,0.00034453018,0.00025224232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013672396,0.0038986327,0.5688177,0.0007241086,0.00049884774,0.000037323673,0.41865274,0.00005870527,0.00037203563,0.0017383737,0.0026727682,0.0011615631],"study_design_scores_gemma":[0.009277775,0.001016422,0.668961,0.00037222175,0.00014168328,0.000011458696,0.31916457,0.000005114437,0.00006386292,0.00030522703,0.00020003317,0.00048063774],"about_ca_topic_score_codex":0.005080894,"about_ca_topic_score_gemma":0.07909719,"teacher_disagreement_score":0.10014332,"about_ca_system_score_codex":0.00005751211,"about_ca_system_score_gemma":0.000034683286,"threshold_uncertainty_score":0.99990886},"labels":[],"label_agreement":null},{"id":"W4388673058","doi":"10.46747/cfp.6911745","title":"Support for family physicians in the provision of mental health care","year":2023,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Work (physics); IMG; Medicine; Computer science; Data science; Psychiatry","score_opus":0.0418030803437214,"score_gpt":0.3462540782238881,"score_spread":0.3044509978801667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388673058","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019067772,0.005560666,0.0000065626573,0.72400594,0.010110832,0.018098637,0.029439038,0.000181136,0.19352944],"genre_scores_gemma":[0.011728147,0.00003290812,0.000021634918,0.9712037,0.0021330977,0.0009187336,0.011494257,0.00015661515,0.0023109352],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966372,0.00024314686,0.0006405286,0.00071857026,0.00039740314,0.001363154],"domain_scores_gemma":[0.9984539,0.00014894744,0.00040545355,0.00077264075,0.00006685456,0.00015217342],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022715624,0.0004842193,0.00076443347,0.00049656833,0.00037646055,0.000043524633,0.00083371607,0.00042542722,0.0000071314626],"category_scores_gemma":[0.0000020663153,0.0004187927,0.00029691335,0.0005637413,0.00011645419,0.000084385996,0.000028855875,0.00083627074,0.00023419467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022498974,0.000055096225,0.00002475829,0.0004384339,0.000056648027,0.00009284299,0.004480475,3.3414923e-7,0.000008440341,0.00013627681,0.912994,0.081690155],"study_design_scores_gemma":[0.000984186,0.00065590825,0.0054949853,0.0003401117,0.00003757455,5.2460973e-7,0.017515577,0.000003033618,0.000005107857,0.00012337323,0.974471,0.00036864533],"about_ca_topic_score_codex":0.10221277,"about_ca_topic_score_gemma":0.04926068,"teacher_disagreement_score":0.24719775,"about_ca_system_score_codex":0.0009997763,"about_ca_system_score_gemma":0.00080838986,"threshold_uncertainty_score":0.9998264},"labels":[],"label_agreement":null},{"id":"W4388673124","doi":"10.46747/cfp.6911784","title":"Impact of a cognitive behavioural therapy training program on family physician practices","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; College of Family Physicians of Canada","funders":"Norske Legeforening","keywords":"Anxiety; Referral; Medicine; Mental health; Depression (economics); Cognitive behavioral therapy; Family medicine; Cognitive therapy; Odds; Cognition; Psychiatry; Logistic regression","score_opus":0.17515141685985092,"score_gpt":0.44018551845785564,"score_spread":0.2650341015980047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388673124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85709214,0.00030238737,2.1945239e-7,0.00012424744,0.00044227633,0.0012862289,0.0004914797,0.00015059698,0.1401104],"genre_scores_gemma":[0.98362505,0.000028555354,0.000009592017,0.014699027,0.00028557368,0.00044466954,0.0004969204,0.00007318724,0.0003374073],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976893,0.00016902223,0.00032046167,0.0005106082,0.00026420775,0.0010463892],"domain_scores_gemma":[0.998391,0.00023435112,0.00045353235,0.00033855587,0.00009454927,0.00048802028],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001546197,0.00036194533,0.0004352271,0.00042467125,0.00031237642,0.000063364714,0.000289305,0.00013181659,0.000017006429],"category_scores_gemma":[0.000010085549,0.00032417386,0.00027090102,0.0010014334,0.00014288347,0.00024201316,0.00001465005,0.00029671806,0.00063002773],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026041272,0.0008167951,0.002383244,0.0000121537105,0.00036197278,0.00014444663,0.00324037,0.0000024773012,0.00068266055,0.00029824369,0.00674571,0.9850515],"study_design_scores_gemma":[0.002311222,0.0031966665,0.9754495,0.00023020395,0.00007441674,6.519601e-7,0.015723929,0.000039492403,0.00015489613,0.00018566103,0.0021914819,0.0004418657],"about_ca_topic_score_codex":0.07120968,"about_ca_topic_score_gemma":0.0032138128,"teacher_disagreement_score":0.98460966,"about_ca_system_score_codex":0.00029713346,"about_ca_system_score_gemma":0.00038211147,"threshold_uncertainty_score":0.999921},"labels":[],"label_agreement":null},{"id":"W4388695139","doi":"10.1001/jamapsychiatry.2023.4316","title":"The Role of Socioeconomic Position in the Association Between Mental Disorders and Mortality","year":2023,"lang":"en","type":"review","venue":"JAMA Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Lundbeckfonden","keywords":"Association (psychology); Socioeconomic status; Psychiatry; Mental health; Psychology; Medicine; Demography; Environmental health; Population; Sociology; Psychotherapist","score_opus":0.03274932190627664,"score_gpt":0.4028615892328536,"score_spread":0.3701122673265769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388695139","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03237809,0.95906985,9.25594e-8,0.001294776,0.0013140343,0.0014050462,0.00027447578,0.000018484798,0.0042451792],"genre_scores_gemma":[0.006762375,0.99173415,0.000003851495,0.00008705798,0.00041480048,0.00032566016,0.0004035077,0.000028089316,0.0002405028],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816597,0.0005411883,0.0006232428,0.0002626095,0.000150041,0.00025696575],"domain_scores_gemma":[0.9985105,0.0005123692,0.0006690827,0.00027401428,0.000005933358,0.000028141372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010065801,0.00019966828,0.00053328153,0.00007176672,0.00024230918,0.000054969478,0.00028642072,0.00031584295,0.000035188914],"category_scores_gemma":[0.0000053116673,0.000120248755,0.00020158819,0.00013606194,0.000044681437,0.00006726727,0.00004107118,0.00036100304,0.00012910836],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008030161,0.000087598404,0.1589073,0.0010638778,0.0003842187,1.8806514e-7,0.00048659137,7.176516e-9,3.899562e-9,0.002968484,0.0019201656,0.83417356],"study_design_scores_gemma":[0.0009824452,0.000113710994,0.40893957,0.0013386104,0.0009058508,0.0000023325429,0.0027746365,0.0000011300943,3.7511747e-8,0.01693359,0.5677507,0.0002574022],"about_ca_topic_score_codex":0.0005908064,"about_ca_topic_score_gemma":0.0011139095,"teacher_disagreement_score":0.8339161,"about_ca_system_score_codex":0.00019722345,"about_ca_system_score_gemma":0.00004658771,"threshold_uncertainty_score":0.49036017},"labels":[],"label_agreement":null},{"id":"W4388708443","doi":"10.3389/978-2-8325-3922-4","title":"Mental Health Equity","year":2023,"lang":"en","type":"book","venue":"Frontiers research topics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health; Medical Research Council; University of Texas at El Paso; Canada Research Chairs; National Institutes of Health; University of Florida; Canadian Institutes of Health Research; Templeton World Charity Foundation; National Natural Science Foundation of China; Clinical and Translational Science Institute, University of Florida; Emerging Pathogens Institute, University of Florida; National Institute for Health and Care Research","keywords":"Equity (law); Business; Mental health; Psychology; Computer science; Political science; Psychiatry; Law","score_opus":0.2785428818824657,"score_gpt":0.5516304431283214,"score_spread":0.27308756124585576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388708443","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025314112,0.009359716,0.00003875813,0.029672282,0.010258226,0.00218454,0.000647501,0.00020792703,0.9476057],"genre_scores_gemma":[0.000008795526,0.0013245902,0.00023721972,0.00039672462,0.0018542736,0.00021279775,0.0015796124,0.00010838548,0.9942776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99545616,0.0004800812,0.0005083121,0.0007603114,0.0012635239,0.0015315912],"domain_scores_gemma":[0.9984189,0.00003159377,0.00016344438,0.000791154,0.00009704833,0.0004978422],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017915511,0.00031651746,0.00059083145,0.00056683563,0.0008547198,0.00009869793,0.00083292386,0.00048268266,0.0018688996],"category_scores_gemma":[0.000028385268,0.00030307224,0.00016491405,0.00027288817,0.00028943378,0.00007402958,0.000710814,0.001484561,0.004797476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057941565,0.00008108981,0.00009871273,0.00020126169,0.00012154339,0.000063809974,0.0007717558,2.6978896e-8,7.767519e-8,0.00635908,0.7950852,0.1971595],"study_design_scores_gemma":[0.0005565099,0.00039195488,0.0006387002,0.00016244658,0.0000064901446,0.0000020144482,0.0004084746,0.0000060411776,7.835328e-7,0.015567402,0.9820533,0.00020591111],"about_ca_topic_score_codex":0.00039718777,"about_ca_topic_score_gemma":0.00014482846,"teacher_disagreement_score":0.1969536,"about_ca_system_score_codex":0.0028201332,"about_ca_system_score_gemma":0.0007923118,"threshold_uncertainty_score":0.9999421},"labels":[],"label_agreement":null},{"id":"W4388837726","doi":"10.1007/978-3-031-45206-2_10","title":"Diversity, Equity, and Inclusion and the Default Factor: An Indigenous Perspective","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Mental health; Empowerment; Indigenous; Equity (law); Inclusion (mineral); Embodied cognition; Health care; Public relations; Political science; Diversity (politics); Psychology; Sociology; Social psychology; Psychotherapist; Law; Epistemology","score_opus":0.08865862422172381,"score_gpt":0.41164389388161954,"score_spread":0.3229852696598957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388837726","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043974828,0.0018361069,0.0000037849063,0.0009295525,0.00046569508,0.0011882293,0.000112998765,0.00012395618,0.9513649],"genre_scores_gemma":[0.54802823,0.0007425833,0.0000061405794,0.0007140193,0.0001257767,0.00001149504,0.000037049864,0.000036683203,0.450298],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99869025,0.000054136224,0.00016622682,0.0004750643,0.0003499162,0.00026440073],"domain_scores_gemma":[0.999237,0.00018163107,0.00012234898,0.00027467404,0.000044904864,0.00013942059],"candidate_categories":["sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002763316,0.00027379065,0.0003276024,0.00012369374,0.0046183355,0.000048651786,0.00036473013,0.00031033353,0.0011090927],"category_scores_gemma":[0.0000034251982,0.00017248665,0.000055004944,0.000022558665,0.00029449366,0.00008680387,0.04823986,0.00029876654,0.00013643193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004491563,0.00007187935,0.0010480816,0.00005550438,0.0002718631,0.000115249786,0.15158759,2.0995058e-8,5.7458493e-7,0.7516551,0.00046798418,0.09427699],"study_design_scores_gemma":[0.0039904993,0.0006216103,0.010344201,0.00007107628,0.00023290652,0.000044533906,0.004719743,0.000003915819,0.000002362329,0.9767502,0.002734209,0.00048473114],"about_ca_topic_score_codex":0.009856011,"about_ca_topic_score_gemma":0.004089399,"teacher_disagreement_score":0.5040534,"about_ca_system_score_codex":0.00014621424,"about_ca_system_score_gemma":0.000016061575,"threshold_uncertainty_score":0.999804},"labels":[],"label_agreement":null},{"id":"W4388837827","doi":"10.1007/978-3-031-45206-2_14","title":"Stubborn Hierarchies: The Challenges of Co-design","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Beekeepers' Association","funders":"","keywords":"Co-design; Scope (computer science); Mental health; Process (computing); Public relations; Co-creation; Obstacle; Psychology; Knowledge management; Business; Process management; Political science; Computer science; Psychotherapist","score_opus":0.18959151578862005,"score_gpt":0.39961583466241124,"score_spread":0.2100243188737912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388837827","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023172966,0.0047310856,0.000026840662,0.001613771,0.0006854734,0.00095407414,0.00005413896,0.00011350334,0.9917979],"genre_scores_gemma":[0.0048728506,0.0035853384,0.000048800157,0.000212604,0.00023371297,0.00010259147,0.000030420779,0.00008025822,0.9908334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987062,0.000073660565,0.00037546776,0.00034321265,0.00024475847,0.0002566665],"domain_scores_gemma":[0.9984235,0.00069937675,0.00020995163,0.0005801537,0.000027209153,0.000059794846],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031990593,0.0002733092,0.00038940195,0.00013536593,0.0001126998,0.000009028752,0.0003760805,0.00025754972,0.0070651015],"category_scores_gemma":[0.0000031963325,0.00016230447,0.00012665855,0.000021828208,0.00016516144,0.000022249593,0.00005885572,0.00026599568,0.0035605317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007445673,0.00004326962,0.0000042437973,0.00009561322,0.00027271485,0.00002674178,0.0011196077,1.5203794e-7,4.5360534e-7,0.89758265,0.030657157,0.07012292],"study_design_scores_gemma":[0.0025066044,0.0022505173,0.002257872,0.0008302612,0.0003783849,0.000024701241,0.003257431,0.000005112018,0.000113579765,0.47781494,0.5094911,0.0010695102],"about_ca_topic_score_codex":0.00007775088,"about_ca_topic_score_gemma":0.000054199136,"teacher_disagreement_score":0.4788339,"about_ca_system_score_codex":0.000026746846,"about_ca_system_score_gemma":0.000022432652,"threshold_uncertainty_score":0.99721533},"labels":[],"label_agreement":null},{"id":"W4388888798","doi":"10.1097/01.jaa.0000991376.73809.27","title":"Revisiting the unmet mental health needs in Canada","year":2023,"lang":"en","type":"article","venue":"JAAPA","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Mental health; Mental healthcare; Work (physics); Mental health care; Health care; Nursing; Ranking (information retrieval); Medicine; Psychology; Medical education; Psychiatry; Political science","score_opus":0.04078538197521084,"score_gpt":0.3739272696043128,"score_spread":0.3331418876291019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388888798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95523983,0.0006521795,3.2959616e-7,0.029754236,0.0008978946,0.00033418313,0.000027031781,0.000029241335,0.013065081],"genre_scores_gemma":[0.9929354,0.000060337243,0.000006554867,0.0032955117,0.00017063115,0.000045125078,0.000054885808,0.000010235224,0.00342131],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905276,0.00011971158,0.00021010221,0.00012116691,0.00013000821,0.00036622264],"domain_scores_gemma":[0.9996122,0.00009081093,0.00006318129,0.0001654114,0.0000036927402,0.00006466488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003270035,0.00007355501,0.0001191897,0.000067897185,0.00018747961,0.000010392075,0.00012984725,0.000017219412,0.0006709336],"category_scores_gemma":[0.0000042950714,0.000051647618,0.000018147452,0.00054001913,0.00001067789,0.000028297145,0.00003610307,0.00010864965,0.00028211277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005275436,0.00003583287,0.29490653,0.00008325242,0.000033531225,0.00008341852,0.008642351,0.0000056525646,0.000010329322,0.0040635215,0.20183805,0.4902448],"study_design_scores_gemma":[0.0012784444,0.00005704722,0.8277158,0.00011614821,0.000004155099,0.000014077977,0.026399532,0.00017257073,0.000031605137,0.0001449406,0.14389229,0.00017338363],"about_ca_topic_score_codex":0.90207183,"about_ca_topic_score_gemma":0.6841873,"teacher_disagreement_score":0.53280926,"about_ca_system_score_codex":0.00046156725,"about_ca_system_score_gemma":0.00014994736,"threshold_uncertainty_score":0.7346252},"labels":[],"label_agreement":null},{"id":"W4388932261","doi":"10.1177/07067437231216175","title":"Comments on “A Collaborative-Care Telephone-Based Intervention for Depression, Anxiety, and at-Risk Drinking in Primary Care: The PARTNERs Randomized Clinical Trial”","year":2023,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Anxiety; Intervention (counseling); Primary care; Depression (economics); Collaborative Care; Psychiatry; Medicine; Psychology; Clinical psychology; Family medicine","score_opus":0.04667198082952242,"score_gpt":0.39803155859162676,"score_spread":0.35135957776210436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388932261","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29686397,0.022824977,0.000027246047,0.6322734,0.035319116,0.010264091,0.0006164253,0.000023189037,0.0017875964],"genre_scores_gemma":[0.48067868,0.000984908,0.0007069439,0.4981378,0.013954299,0.001783732,0.001576932,0.0003165272,0.0018601601],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99387604,0.003429593,0.001514269,0.0003567552,0.0003161181,0.00050722086],"domain_scores_gemma":[0.9951922,0.0021540266,0.0018211587,0.0004451396,0.00016623831,0.00022120406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035196291,0.00034574376,0.0009589352,0.00034434962,0.00084321405,0.00012272914,0.00060590805,0.0005687619,0.00008400382],"category_scores_gemma":[0.00013625441,0.00019759127,0.0005914591,0.00026613186,0.00029642135,0.000050494506,0.000032553417,0.0019135891,0.000014470832],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.13371073,0.000069191396,0.09056235,0.00026929448,0.00046916452,0.00005399511,0.0021445986,0.000007360711,1.6784504e-8,0.000047764424,0.75727385,0.0153916525],"study_design_scores_gemma":[0.7736061,0.0015293087,0.022880528,0.0026627139,0.0010562661,0.000025767662,0.003356591,0.000009134411,0.0000016362519,0.001986292,0.19242726,0.00045838865],"about_ca_topic_score_codex":0.00594193,"about_ca_topic_score_gemma":0.23283552,"teacher_disagreement_score":0.6398954,"about_ca_system_score_codex":0.0006784762,"about_ca_system_score_gemma":0.0011421026,"threshold_uncertainty_score":0.89824605},"labels":[],"label_agreement":null},{"id":"W4388941240","doi":"10.2196/48138","title":"Reconsidering the Use of Population Health Surveys for Monitoring of Mental Health","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"King's College London; University of Exeter; National Institute for Health and Care Research","keywords":"Mental health; Representativeness heuristic; Public health; Population; Population health; Public health surveillance; Environmental health; Data quality; Medicine; Psychology; Data science; Psychiatry; Computer science; Business; Nursing","score_opus":0.30863967059872477,"score_gpt":0.4342437444964685,"score_spread":0.12560407389774375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388941240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596915,0.0022669265,0.000121764766,0.03406469,0.0010221252,0.0024502345,0.00026454724,0.00008795369,0.000030208399],"genre_scores_gemma":[0.99663085,0.0010585351,0.00032786166,0.0009159945,0.000103429236,0.00024344756,0.00042928156,0.00002475233,0.00026582406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99658847,0.001194865,0.00092628127,0.0003250486,0.00020903975,0.0007562962],"domain_scores_gemma":[0.9978072,0.000723314,0.000717023,0.00031294159,0.00006425141,0.00037526767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004719992,0.00015342889,0.00052279467,0.00017650795,0.00052214105,0.000031989694,0.00011474848,0.000058325557,0.000016268008],"category_scores_gemma":[0.000091454385,0.000120981254,0.0000612091,0.00049650914,0.00005559673,0.00016481432,0.000040365154,0.00011064781,0.0000031664124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046076762,0.00008089719,0.747327,0.0006547341,0.000022259062,1.7500908e-7,0.0034261479,0.000002312037,9.947543e-7,0.00050037657,0.0060732816,0.24186571],"study_design_scores_gemma":[0.00093184854,0.00052155525,0.9754735,0.000065157095,1.9537815e-7,0.0000039878496,0.0014985938,0.00016712186,0.0000011194273,0.000055495755,0.021190155,0.00009124616],"about_ca_topic_score_codex":0.0035021955,"about_ca_topic_score_gemma":0.0010284466,"teacher_disagreement_score":0.24177447,"about_ca_system_score_codex":0.00014472645,"about_ca_system_score_gemma":0.00023892659,"threshold_uncertainty_score":0.52942955},"labels":[],"label_agreement":null},{"id":"W4388997897","doi":"10.1007/978-3-031-38502-5_38","title":"Treating Anxiety and Depression During the COVID-19 Pandemic: Discussing Issues and Prospects Among Psychologists from Cuba, Puerto Rico, and Canada","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Calgary","funders":"","keywords":"Pandemic; Anxiety; Coronavirus disease 2019 (COVID-19); Depression (economics); Psychology; 2019-20 coronavirus outbreak; Political science; Psychiatry; Medicine; Virology","score_opus":0.05231747805612148,"score_gpt":0.3584367021339636,"score_spread":0.30611922407784214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388997897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9114127,0.009099271,0.000006348993,0.0009029526,0.0005885472,0.0012919377,0.0001787616,0.00019718434,0.07632225],"genre_scores_gemma":[0.68241805,0.0030080813,0.000062144485,0.0005873435,0.00031370844,0.00009750075,0.00010362416,0.00008376016,0.3133258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784946,0.00007723026,0.0004196872,0.0009859444,0.00024657277,0.00042110952],"domain_scores_gemma":[0.9985705,0.00037215903,0.00029218043,0.00040104214,0.000017561586,0.0003465594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019640036,0.00048435217,0.00049210276,0.00007795503,0.0008781832,0.00015282234,0.00015423889,0.00034676955,0.00041666115],"category_scores_gemma":[0.00003149088,0.00028408197,0.00003884372,0.00003590689,0.00025938946,0.00011581052,0.00023801607,0.0004129761,0.0000059714102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001260861,0.000016969045,0.96785575,0.00019903228,0.00013521202,0.0002536815,0.0010126851,3.2251373e-7,0.000014261276,0.0005612028,0.0026697714,0.027155012],"study_design_scores_gemma":[0.0027093177,0.00006649291,0.9813939,0.00052787503,0.00019555236,0.00019686228,0.0013138676,0.000026882275,0.000019149129,0.0043801777,0.008388274,0.00078166917],"about_ca_topic_score_codex":0.70178777,"about_ca_topic_score_gemma":0.7424807,"teacher_disagreement_score":0.23700352,"about_ca_system_score_codex":0.00020270718,"about_ca_system_score_gemma":0.000046337744,"threshold_uncertainty_score":0.99996114},"labels":[],"label_agreement":null},{"id":"W4389098254","doi":"10.1080/09687637.2023.2283383","title":"Just have this come from their prescription pad: the medicalization of safer supply from the perspectives of health planners in BC, Canada","year":2023,"lang":"en","type":"article","venue":"Drugs Education Prevention and Policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia; BC Centre for Disease Control; St. Paul's Hospital; Simon Fraser University; University of Victoria","funders":"Canadian Institutes of Health Research; Ministry of Health, British Columbia; Victoria General Hospital Foundation; Canada Research Chairs","keywords":"Medicalization; Harm reduction; Grassroots; Decriminalization; SAFER; Harm; Thematic analysis; Medical prescription; Criminalization; Sociology; Criminology; Medicine; Public relations; Political science; Public health; Qualitative research; Law; Nursing; Psychiatry; Social science; Politics; Computer security","score_opus":0.03187855592767354,"score_gpt":0.38968706041333034,"score_spread":0.3578085044856568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389098254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667366,0.0016052675,0.0000110572055,0.02841482,0.00052591856,0.0005677383,0.00026667982,0.00001129914,0.0018605941],"genre_scores_gemma":[0.99465495,0.00047063845,0.000006854177,0.0008690744,0.000155911,0.00008437469,0.00094943703,0.000007695213,0.0028010795],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998652,0.0005109105,0.00037692647,0.0001626241,0.00015712553,0.00014041529],"domain_scores_gemma":[0.9991935,0.00025606548,0.00027163423,0.00019414163,0.000036972375,0.00004770487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036889836,0.00008616727,0.0001510101,0.00009927745,0.00013642752,0.0000109760085,0.0001255447,0.00004753496,0.00075002306],"category_scores_gemma":[0.000034895857,0.00005569455,0.000030307805,0.00028561623,0.00007452139,0.00006306405,0.000022131908,0.000086196866,0.0000062375816],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013740864,0.00066867477,0.18420038,0.000097507014,0.0001358024,2.2337028e-7,0.48113495,0.000008228604,0.0000338159,0.02609613,0.11496674,0.19252014],"study_design_scores_gemma":[0.0005159804,0.000038564085,0.80627733,0.00012094881,0.000013958997,2.95899e-7,0.18281515,0.000045389876,0.000039787577,0.0047888025,0.005290041,0.000053752843],"about_ca_topic_score_codex":0.8669776,"about_ca_topic_score_gemma":0.20570451,"teacher_disagreement_score":0.66127306,"about_ca_system_score_codex":0.00015219103,"about_ca_system_score_gemma":0.0006275844,"threshold_uncertainty_score":0.82122266},"labels":[],"label_agreement":null},{"id":"W4389117663","doi":"10.1016/j.heliyon.2023.e23042","title":"Depressive symptoms among adults: Baseline findings of PURE Malaysia cohort study","year":2023,"lang":"en","type":"article","venue":"Heliyon","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute; Hamilton Health Sciences; Hamilton General Hospital; University of Calgary","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; Servier; Ministério da Ciência, Tecnologia e Inovação; Sanofi; AstraZeneca","keywords":"Medicine; Asthma; Depression (economics); Odds ratio; Demography; Population; Logistic regression; Cohort; Psychiatry; Internal medicine; Environmental health","score_opus":0.01597076442837019,"score_gpt":0.3324872352159883,"score_spread":0.3165164707876181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389117663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947431,0.00041002742,0.0000052501164,0.000055959303,0.00059289206,0.0014959947,0.000052901825,0.00013985668,0.0025040153],"genre_scores_gemma":[0.9953578,0.00009346423,0.000006050382,0.00007055522,0.00011151204,0.00033124918,0.0001301415,0.000029540704,0.0038696544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984585,0.00013912965,0.00038178993,0.00040191098,0.000260907,0.00035777333],"domain_scores_gemma":[0.99919695,0.00012789443,0.00013629306,0.0003839547,0.00005426628,0.0001006396],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031177216,0.00017090677,0.00029118767,0.00017514438,0.000097251126,0.000012600901,0.00020317051,0.000105196414,0.0018113058],"category_scores_gemma":[0.0000232237,0.00014612729,0.00006472013,0.00045526944,0.000041752544,0.00009003709,0.0000781498,0.00013462888,0.0010112057],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016290553,0.0005125802,0.9930968,0.00017733188,0.00013049763,0.00014098983,0.0014348503,0.0000058869177,0.000025551075,0.000049830334,0.0011407217,0.0031220317],"study_design_scores_gemma":[0.0018111356,0.00040469406,0.9955769,0.00026133703,0.00007374026,0.000003591537,0.0012091781,0.000057226862,0.00038905523,0.000011257666,0.00007525094,0.0001265938],"about_ca_topic_score_codex":0.00019884594,"about_ca_topic_score_gemma":0.00007987718,"teacher_disagreement_score":0.002995438,"about_ca_system_score_codex":0.00003584161,"about_ca_system_score_gemma":0.00000780998,"threshold_uncertainty_score":0.99976665},"labels":[],"label_agreement":null},{"id":"W4389249364","doi":"10.7870/cjcmh-2023-023","title":"University Student Perspectives Negotiating Positive and Negative Mental Health on Campus","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Waterloo","funders":"","keywords":"Mental health; Recreation; Negotiation; Psychology; Medical education; Stigma (botany); Help-seeking; Applied psychology; Social psychology; Medicine; Psychiatry; Sociology","score_opus":0.04321166215350505,"score_gpt":0.38691871325306504,"score_spread":0.34370705109956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389249364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97524416,0.001971176,0.0000021453066,0.017758248,0.0009650052,0.0006611575,0.0004695131,0.000020041007,0.0029085267],"genre_scores_gemma":[0.9968796,0.0005240625,0.00003275479,0.0016957439,0.00007176885,0.0000014750345,0.000083620485,0.000020373562,0.0006905951],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965851,0.001955772,0.0004140865,0.00014192837,0.00023900549,0.0006641524],"domain_scores_gemma":[0.997572,0.00027952818,0.00052859075,0.00020076144,0.00007554181,0.001343599],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011901639,0.00020528688,0.00042160673,0.0005550751,0.0033537482,0.000050978175,0.00033802295,0.000058479247,0.00012641263],"category_scores_gemma":[0.000015815289,0.0002068652,0.00007335259,0.0004149473,0.0001798059,0.00019490084,0.00006352363,0.00087433256,0.00003348907],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004974007,0.00066187396,0.01961091,0.000090492635,0.0003333364,0.00016241828,0.8843453,0.000014871061,0.0000027729423,0.009375901,0.033543266,0.051361464],"study_design_scores_gemma":[0.0022015618,0.0030609216,0.3736565,0.00028001703,0.000008099315,0.000119287266,0.618409,0.000012329818,0.0000044583016,0.000101220285,0.0020051044,0.00014152937],"about_ca_topic_score_codex":0.15856704,"about_ca_topic_score_gemma":0.07566173,"teacher_disagreement_score":0.3540456,"about_ca_system_score_codex":0.002929311,"about_ca_system_score_gemma":0.000856549,"threshold_uncertainty_score":0.99794376},"labels":[],"label_agreement":null},{"id":"W4389299322","doi":"10.1521/pdps.2023.51.4.401","title":"Psychodynamic Psychiatry and Psychoanalysis in Indonesia","year":2023,"lang":"en","type":"article","venue":"Psychodynamic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychodynamic psychotherapy; Psychodynamics; Psychology; Population; Psychiatry; Psychotherapist; Medicine","score_opus":0.01463184397667388,"score_gpt":0.34627983281639735,"score_spread":0.33164798883972346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389299322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.939826,0.004076883,0.00021770873,0.00963367,0.015421864,0.001297458,0.00008495423,0.00075292663,0.028688507],"genre_scores_gemma":[0.9902126,0.00085106684,0.002203276,0.001794464,0.0006539263,0.00056582567,0.0002736385,0.00019344539,0.003251745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993773,0.0004124951,0.0014844674,0.0019747915,0.00060268986,0.001752563],"domain_scores_gemma":[0.9972461,0.00016718674,0.0004482822,0.0015669496,0.000048544207,0.00052293646],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010137144,0.0008733654,0.0009448953,0.0021780941,0.00046686232,0.0001290048,0.00086346164,0.00057519285,0.0010636876],"category_scores_gemma":[0.000011074904,0.00087017834,0.00034123074,0.004458978,0.00023448012,0.00036502234,0.000121539335,0.00089082133,0.0024702782],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062037545,0.0014571919,0.91919416,0.00026069922,0.00034918793,0.000052332573,0.0007421507,0.00002279573,0.000046638845,0.026602177,0.01789302,0.032759294],"study_design_scores_gemma":[0.00516936,0.00026937746,0.9631161,0.00028676656,0.0001310339,0.00014386866,0.002223492,0.0021003447,3.0658907e-7,0.02459099,0.001024043,0.0009443257],"about_ca_topic_score_codex":0.00055080355,"about_ca_topic_score_gemma":0.0029431505,"teacher_disagreement_score":0.050386585,"about_ca_system_score_codex":0.00015751472,"about_ca_system_score_gemma":0.00009711468,"threshold_uncertainty_score":0.9998495},"labels":[],"label_agreement":null},{"id":"W4389333820","doi":"10.1186/s13033-023-00615-5","title":"Validation and psychometric testing of the Arabic version of the mental health literacy scale among the Saudi Arabian general population","year":2023,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Center for Mental Health","keywords":"Cronbach's alpha; Mental health literacy; Confirmatory factor analysis; Mental health; Exploratory factor analysis; Population; Intraclass correlation; Clinical psychology; Health literacy; Psychology; Scale (ratio); Literacy; Reliability (semiconductor); Medicine; Psychometrics; Psychiatry; Structural equation modeling; Mental illness; Environmental health; Statistics; Health care","score_opus":0.04455039438753846,"score_gpt":0.4011770351223814,"score_spread":0.35662664073484296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389333820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98228395,0.0013504133,0.000009554139,0.0073916367,0.00783745,0.00086600037,0.000107416534,0.000008715233,0.00014488238],"genre_scores_gemma":[0.9987114,0.00017595297,0.000048454265,0.00028357806,0.0003339773,0.000011563773,0.000049313287,0.000013804593,0.00037193616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968115,0.00062215666,0.0012339794,0.00016267771,0.0009338321,0.00023585476],"domain_scores_gemma":[0.9969966,0.00017057227,0.0023612792,0.00019387645,0.00017886134,0.00009885341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016343676,0.00013453401,0.0002875174,0.00030394093,0.00043210998,0.000045641747,0.0004808021,0.000049608203,0.000022171946],"category_scores_gemma":[0.000030343077,0.000072910734,0.00012306987,0.00073607074,0.000084568805,0.00024318178,0.00010276875,0.00020827712,0.0000047551225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016752897,0.00019288344,0.9569074,0.00017139655,0.00009211682,6.629468e-7,0.0035498824,0.00011494038,0.00016635703,0.00015655482,0.0041302457,0.034350023],"study_design_scores_gemma":[0.0014185364,0.00028181932,0.99395597,0.0012484656,0.000009936773,0.00012910996,0.0012917278,0.0009251825,0.00013895861,0.00006690135,0.00047600004,0.000057397898],"about_ca_topic_score_codex":0.003881339,"about_ca_topic_score_gemma":0.00006521819,"teacher_disagreement_score":0.037048556,"about_ca_system_score_codex":0.00048437974,"about_ca_system_score_gemma":0.000072844625,"threshold_uncertainty_score":0.58674496},"labels":[],"label_agreement":null},{"id":"W4389365929","doi":"10.1016/j.psychres.2023.115664","title":"Stigma and its associations with medication adherence in major depressive disorder","year":2023,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brain and Cognition Discovery Foundation; University of Toronto","funders":"Sanming Project of Medicine in Shenzhen; National Natural Science Foundation of China","keywords":"Major depressive disorder; Psychiatry; Medication adherence; Medicine; Stigma (botany); Psychology; Clinical psychology; Internal medicine; Cognition","score_opus":0.10357047997817904,"score_gpt":0.4820090781602572,"score_spread":0.37843859818207815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389365929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836036,0.0018520975,0.0000048329916,0.007300435,0.0003338675,0.00068972155,0.000030147547,0.000048562906,0.006136737],"genre_scores_gemma":[0.99522716,0.00015174653,0.00004813796,0.000054324264,0.00009001691,0.0006274061,0.00007615082,0.0000148171885,0.003710223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838895,0.00026445073,0.00017310218,0.00032331265,0.0003964494,0.0004537116],"domain_scores_gemma":[0.9993188,0.00026844503,0.000051236202,0.00018173714,0.00006682462,0.00011296069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066291774,0.00008140513,0.00010856997,0.00029440472,0.00035367426,0.000029061,0.00016437822,0.00008558899,0.0005468909],"category_scores_gemma":[0.00004742411,0.00006539337,0.000011245421,0.0010247021,0.00005959614,0.00010078689,0.000057362795,0.0003087014,0.00066838897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008407199,0.00020316777,0.98003024,0.000047071935,0.00002707456,0.000008425349,0.00083617686,6.992766e-7,0.000007824246,0.0044306647,0.0057348404,0.008589763],"study_design_scores_gemma":[0.0016011335,0.00017956937,0.9941401,0.000057579913,0.0000059825907,0.0000019394083,0.0013234275,0.00009710187,0.000003593569,0.0022888693,0.00023000967,0.00007071909],"about_ca_topic_score_codex":0.0009618912,"about_ca_topic_score_gemma":0.0036909396,"teacher_disagreement_score":0.0141098555,"about_ca_system_score_codex":0.000044846147,"about_ca_system_score_gemma":0.00006980502,"threshold_uncertainty_score":0.8591011},"labels":[],"label_agreement":null},{"id":"W4389778884","doi":"10.1016/j.puhip.2023.100458","title":"Who should pay the bill for the mental health crisis in Africa?","year":2023,"lang":"en","type":"article","venue":"Public Health in Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium des Innern, für Bau und Heimat; Bacha Khan University; Aga Khan Foundation Canada","keywords":"Mental health; Psychology; Business; Political science; Psychiatry","score_opus":0.2760545297370463,"score_gpt":0.5070841480227601,"score_spread":0.23102961828571383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389778884","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020462421,0.0026363344,0.0000655486,0.98500055,0.0019667102,0.0037013115,0.00010441141,0.00010003554,0.004378847],"genre_scores_gemma":[0.727784,0.0077184183,0.000447283,0.2489236,0.0006493612,0.005866995,0.00022633722,0.00011699637,0.0082670385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99497014,0.0016929262,0.000882718,0.0005159834,0.00036192127,0.0015762895],"domain_scores_gemma":[0.99391633,0.0046373387,0.00047851194,0.0006255832,0.00005404186,0.00028819524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012531444,0.0002098923,0.00035601383,0.00030304282,0.00090050185,0.00012603527,0.0005424778,0.00010739929,0.00022299874],"category_scores_gemma":[0.00066034176,0.000090330854,0.00006528123,0.0018999106,0.00006152821,0.0005601208,0.00011933846,0.0006744577,0.00027744213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020006955,0.00062961265,0.0023973507,0.00009271962,0.000048224327,0.000006616556,0.032542653,0.0000023011567,8.1909235e-8,0.00675227,0.61949885,0.33782926],"study_design_scores_gemma":[0.0014381249,0.00029616262,0.023543531,0.000026521378,0.0000054611783,0.0000139019885,0.03269183,0.00028013333,3.5296085e-7,0.0004864479,0.9411107,0.000106884116],"about_ca_topic_score_codex":0.01900072,"about_ca_topic_score_gemma":0.0031154966,"teacher_disagreement_score":0.73607695,"about_ca_system_score_codex":0.00067351334,"about_ca_system_score_gemma":0.0004870484,"threshold_uncertainty_score":0.98753184},"labels":[],"label_agreement":null},{"id":"W4389900139","doi":"10.1177/27551938231220230","title":"Depression and Global Mental Health in the Global South: A Critical Analysis of Policy and Discourse","year":2023,"lang":"en","type":"article","venue":"International Journal of Social Determinants of Health and Health Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Global mental health; Mental health; Governmentality; Intervention (counseling); Global health; Public health; Psychiatry; Depression (economics); Psychology; Political science; Sociology; Medicine; Public relations; Economics; Nursing","score_opus":0.04319556483109421,"score_gpt":0.5180889941571163,"score_spread":0.4748934293260221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389900139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9515813,0.0059924973,0.0000041561957,0.041175455,0.0003692481,0.00024805922,0.00056187046,0.000004661912,0.00006278078],"genre_scores_gemma":[0.9932784,0.0021794578,0.000057446352,0.0042836536,0.00015610315,0.0000050153635,0.000030789375,0.0000049287314,0.000004220426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742854,0.00033986216,0.0011887128,0.0001963126,0.00045358963,0.00039298064],"domain_scores_gemma":[0.9982773,0.00014520764,0.0011387399,0.00007409778,0.00009694259,0.0002676829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014683444,0.00013865448,0.0006710193,0.00035664902,0.00029069965,0.000033075754,0.00025833322,0.000069709655,0.0000114127915],"category_scores_gemma":[0.00001818107,0.00010053591,0.00008061075,0.0005760394,0.00016585644,0.00017350237,0.00009533711,0.0001233956,6.194644e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046284837,0.00025066218,0.78729,0.00065063074,0.00014579596,0.000016372884,0.0275272,4.1913083e-7,2.5524673e-7,0.002856608,0.0001300003,0.18066926],"study_design_scores_gemma":[0.0013255874,0.0005193183,0.97498816,0.00039752945,0.000030071202,0.000062283965,0.02128266,0.00012559642,3.1171717e-7,0.0010687307,0.00014307736,0.00005666221],"about_ca_topic_score_codex":0.010099253,"about_ca_topic_score_gemma":0.0036538397,"teacher_disagreement_score":0.18769822,"about_ca_system_score_codex":0.00021083702,"about_ca_system_score_gemma":0.00036974775,"threshold_uncertainty_score":0.99649256},"labels":[],"label_agreement":null},{"id":"W4389992519","doi":"10.1186/s12913-023-10474-y","title":"Costs of major depression covered / not covered in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Simon Fraser University; Vancouver Coastal Health","funders":"Genome British Columbia; Michael Smith Health Research BC; Genome Canada","keywords":"Medicine; Major depressive disorder; Depression (economics); Public health; Demography; Population; Health informatics; Health administration; Health economics; Cohort; Environmental health; Psychiatry; Mood","score_opus":0.06017484183221991,"score_gpt":0.43874658111425957,"score_spread":0.3785717392820397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389992519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99372184,0.0010664585,8.096286e-7,0.00023008772,0.00050496747,0.0017407218,0.00052514294,0.00004322931,0.0021667425],"genre_scores_gemma":[0.99311495,0.00025149787,0.000032512635,0.00084568735,0.000075398224,0.0003410614,0.00035789894,0.000034985424,0.004946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952514,0.0010157757,0.00073969905,0.0005682087,0.0011036205,0.0013212899],"domain_scores_gemma":[0.99788946,0.0008244172,0.00018534267,0.0005047664,0.00016740359,0.00042859945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018694735,0.00011461823,0.00042479194,0.00021945155,0.0004344506,0.00010166046,0.00054836535,0.00014883088,0.0014052773],"category_scores_gemma":[0.000021759985,0.00016753086,0.000036906684,0.0016083351,0.000056690358,0.00012208342,0.00025009658,0.00039616297,0.00019176392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003084541,0.00026857,0.9601495,0.0025062948,0.000016054613,0.00014944853,0.0007399603,0.000005059374,0.000030209227,0.000027064501,0.008770287,0.02702908],"study_design_scores_gemma":[0.0026670347,0.00018079836,0.98959965,0.0008800932,0.0000016815693,0.0000072656526,0.00393346,0.0002494321,0.000046934467,0.000056549095,0.0022588712,0.00011822602],"about_ca_topic_score_codex":0.9973175,"about_ca_topic_score_gemma":0.9993929,"teacher_disagreement_score":0.029450137,"about_ca_system_score_codex":0.0009695472,"about_ca_system_score_gemma":0.0014272984,"threshold_uncertainty_score":0.99950755},"labels":[],"label_agreement":null},{"id":"W4390102728","doi":"10.1016/j.socscimed.2023.116529","title":"Why is concealment associated with health and wellbeing? An investigation of potential mechanisms","year":2023,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada; University of Toronto","funders":"Ontario Ministry of Research and Innovation; Social Sciences and Humanities Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Research Chairs; Public Health Agency of Canada","keywords":"Public health; Psychology; Social psychology; Sociology; Medicine; Nursing","score_opus":0.042349181615672346,"score_gpt":0.3889153698932497,"score_spread":0.34656618827757735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390102728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843191,0.000069079746,0.00006547878,0.014115023,0.00039312447,0.00034571838,0.0000089978175,0.000054441494,0.0006290181],"genre_scores_gemma":[0.99340993,0.00001064993,0.000017242926,0.006222917,0.00009768787,0.000017192264,0.00004459344,0.0000069533226,0.00017281828],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99847907,0.00010493501,0.00022780146,0.0002868458,0.00054553803,0.0003558407],"domain_scores_gemma":[0.9993275,0.00003014823,0.00022082306,0.00009014496,0.0000684345,0.00026294612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011005664,0.000092711285,0.00021316465,0.00013272486,0.0006159045,0.000010736956,0.0001382132,0.00004650469,0.00015360178],"category_scores_gemma":[0.000018276989,0.00006724147,0.0000108944005,0.0009955667,0.0009905337,0.00014849834,0.000022928434,0.0000712942,0.000003939951],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000379348,0.0003943715,0.09212997,0.00019218631,0.00013446285,0.000058184116,0.6855608,0.000001066985,0.013921997,0.079036444,0.046550427,0.081640735],"study_design_scores_gemma":[0.010563804,0.011068043,0.83104575,0.00073407526,0.00013213822,0.00001288929,0.10794133,0.00052378786,0.0025913045,0.0343669,0.00043442406,0.000585536],"about_ca_topic_score_codex":0.0021241268,"about_ca_topic_score_gemma":0.000101138816,"teacher_disagreement_score":0.7389158,"about_ca_system_score_codex":0.00010375378,"about_ca_system_score_gemma":0.00009915041,"threshold_uncertainty_score":0.4737102},"labels":[],"label_agreement":null},{"id":"W4390103979","doi":"10.5772/intechopen.1003091","title":"Perspective Chapter: From the Boom to Gen Z – Has Depression Changed across Generations?","year":2023,"lang":"en","type":"book-chapter","venue":"IntechOpen eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Psychological intervention; Demographics; Psychological resilience; Psychology; Depression (economics); Stigma (botany); Perspective (graphical); Isolation (microbiology); Social psychology; Psychiatry; Sociology; Demography","score_opus":0.15440539319975424,"score_gpt":0.4061839328597583,"score_spread":0.2517785396600041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390103979","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036794355,0.0012174728,0.00013425779,0.0034629055,0.0027871493,0.003584897,0.0012696283,0.00032452014,0.98353976],"genre_scores_gemma":[0.09349001,0.0000416775,0.00010138271,0.0028795672,0.001380346,0.0009179309,0.00023016267,0.00019921084,0.9007597],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975288,0.0000621807,0.00049020414,0.0010084232,0.0003745702,0.00053582806],"domain_scores_gemma":[0.99802095,0.00023391808,0.00027288272,0.0011128773,0.00015069707,0.0002086548],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027257807,0.00053953764,0.0004978694,0.00012264325,0.000980625,0.00027760852,0.00089133385,0.00049066683,0.003923722],"category_scores_gemma":[0.000018999242,0.00039169082,0.00021666367,0.000027776807,0.00018131777,0.000059362592,0.0006113847,0.0006701685,0.009208762],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013370344,0.0001362083,0.00020912536,0.00003306544,0.0018002704,0.0005190493,0.08652948,0.0000015745994,0.0008151462,0.30153903,0.09383467,0.51324534],"study_design_scores_gemma":[0.002030818,0.00047101843,0.0012838328,0.0010677599,0.0002583719,0.00002446844,0.0051577557,0.000008396512,0.0023374814,0.04667251,0.9393577,0.0013298797],"about_ca_topic_score_codex":0.006486671,"about_ca_topic_score_gemma":0.007022653,"teacher_disagreement_score":0.84552306,"about_ca_system_score_codex":0.0003177679,"about_ca_system_score_gemma":0.000036866953,"threshold_uncertainty_score":0.9998535},"labels":[],"label_agreement":null},{"id":"W4390246058","doi":"10.1016/j.jad.2023.12.040","title":"Impact of living with an adult with depressive symptoms among households in the United States","year":2023,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medical Expenditure Panel Survey; Depression (economics); Depressive symptoms; Household income; Quality of life (healthcare); Medicine; Young adult; Gerontology; Mental health; Activities of daily living; Demography; Health care; Psychiatry; Anxiety; Health insurance","score_opus":0.012643198365856416,"score_gpt":0.3410271672313875,"score_spread":0.32838396886553106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390246058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99900407,0.00006168682,0.000053223353,0.00006522834,0.000051680792,0.00038538527,0.000010816521,0.000013647703,0.00035426114],"genre_scores_gemma":[0.999781,0.00006387481,0.000008989215,0.000047164915,0.000023511224,0.000026580155,0.000009803914,0.000023621687,0.00001544944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987403,0.0003900265,0.0002288512,0.00013088853,0.00024178899,0.00026815088],"domain_scores_gemma":[0.9984457,0.0007838178,0.0004221678,0.00015237305,0.00012545846,0.0000705167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030142735,0.00015406597,0.00024147514,0.00034579873,0.00008256621,0.000023100494,0.00020760976,0.000048285285,0.00004330706],"category_scores_gemma":[0.00004212342,0.000075446536,0.00006890028,0.0010227364,0.00012321821,0.00027607734,0.000012848013,0.00024549614,0.0000018640476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006674808,0.00056136807,0.9774242,0.000018666664,0.00032411047,0.000060984657,0.014350919,0.002530819,0.000005315973,0.000025321435,0.00018815223,0.0038426549],"study_design_scores_gemma":[0.0016641065,0.0063823247,0.97516894,0.00035777217,0.00005709383,0.000023709032,0.016012972,0.0001635716,0.000009745097,0.00006823844,0.0000013204669,0.00009021619],"about_ca_topic_score_codex":0.006130045,"about_ca_topic_score_gemma":0.0037057414,"teacher_disagreement_score":0.0058209565,"about_ca_system_score_codex":0.00006860736,"about_ca_system_score_gemma":0.000033930366,"threshold_uncertainty_score":0.9266835},"labels":[],"label_agreement":null},{"id":"W4390265301","doi":"10.1371/journal.pone.0295704","title":"Poorer subjective mental health among girls: Artefact or real? Examining whether interpretations of what shapes mental health vary by sex","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychology; Meaning (existential); Psychological resilience; Developmental psychology; Expansive; Social psychology; Clinical psychology; Psychiatry","score_opus":0.09670183988570447,"score_gpt":0.37566402229404205,"score_spread":0.2789621824083376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390265301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898749,0.0010753667,0.0000062401464,0.003670736,0.00035105817,0.0016950864,0.00048784225,0.00020588982,0.0026328599],"genre_scores_gemma":[0.98912084,0.00201253,0.00019149156,0.0013454275,0.00007249915,0.00027398026,0.00095680624,0.000068504916,0.0059579136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99720144,0.00043113233,0.00070027675,0.00054684334,0.0004310067,0.00068930537],"domain_scores_gemma":[0.9987489,0.00022654569,0.00044094032,0.0002744351,0.00003253266,0.0002766213],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000508181,0.00028189874,0.00061309634,0.00024075893,0.000413988,0.000054511627,0.00021619107,0.00009919901,0.002028477],"category_scores_gemma":[0.00001052273,0.00024475637,0.000068499096,0.00044696504,0.00012426684,0.0005308701,0.00009305697,0.00022803181,0.00027697397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019553576,0.0169013,0.4698084,0.0017317655,0.004008436,0.000048835518,0.3067502,0.0000025933784,0.0036185277,0.0003365495,0.07516439,0.11967365],"study_design_scores_gemma":[0.008624035,0.009310336,0.840572,0.0052115605,0.00019050458,0.000018842176,0.1268602,0.0013399029,0.005994576,0.00029088068,0.00044339418,0.001143801],"about_ca_topic_score_codex":0.0031527071,"about_ca_topic_score_gemma":0.00066843396,"teacher_disagreement_score":0.37076357,"about_ca_system_score_codex":0.0003984171,"about_ca_system_score_gemma":0.00009626578,"threshold_uncertainty_score":0.9988838},"labels":[],"label_agreement":null},{"id":"W4390618183","doi":"10.1016/j.cpr.2023.102373","title":"Antiracist training programs for mental health professionals: A scoping review","year":2024,"lang":"en","type":"review","venue":"Clinical Psychology Review","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Library and Archives Canada; Royal Ottawa Mental Health Centre; Montfort Hospital; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"CINAHL; Mental health; PsycINFO; Health care; Racism; MEDLINE; Psychology; Nursing; Context (archaeology); Medical education; Medicine; Political science; Psychiatry; Psychological intervention","score_opus":0.7810204634889605,"score_gpt":0.7437737838150343,"score_spread":0.03724667967392614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390618183","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.27701e-8,0.930705,0.000015894935,0.012538839,0.0120009435,0.04183546,0.00027895247,0.00027810872,0.0023467555],"genre_scores_gemma":[4.6437158e-8,0.915212,0.0005638859,0.060082432,0.0011591462,0.015977545,0.0031899586,0.00024205343,0.0035729376],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98379993,0.0036362975,0.00791091,0.0027734714,0.00036228006,0.0015170791],"domain_scores_gemma":[0.9930888,0.0012127756,0.0031951966,0.0017137371,0.00009267512,0.00069682795],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.009757142,0.0013135199,0.011106078,0.00019066353,0.00042548642,0.000045164485,0.0012350278,0.000992427,0.001742678],"category_scores_gemma":[0.0003504804,0.0008830432,0.0038256398,0.0010093802,0.0003734524,0.00010161269,0.00023546495,0.0019932655,0.0046260594],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000077727755,0.00043520314,8.5358243e-7,0.35197505,0.00024882364,0.000014581374,0.000020739632,1.3902237e-11,1.1196503e-10,0.000087142216,0.23561005,0.41159979],"study_design_scores_gemma":[0.00038523198,0.00047032544,5.39112e-7,0.49456668,0.001715239,0.00018521049,0.000007046885,3.1634375e-8,1.583509e-10,0.000041169184,0.5022837,0.0003448418],"about_ca_topic_score_codex":0.000003186007,"about_ca_topic_score_gemma":0.000008180985,"teacher_disagreement_score":0.41125494,"about_ca_system_score_codex":0.0001657371,"about_ca_system_score_gemma":0.000883048,"threshold_uncertainty_score":0.9999616},"labels":[],"label_agreement":null},{"id":"W4390752892","doi":"10.1101/2024.01.10.24301044","title":"The Uptake of Critical Perspectives in the Field of Global Mental Health: A Critical Interpretive Synthesis","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"PsycINFO; Critical appraisal; Critical theory; Politics; Reflexivity; Champion; Sociology; Field (mathematics); Critical mass (sociodynamics); Engineering ethics; Epistemology; Political science; MEDLINE; Social science; Medicine","score_opus":0.04084421162704495,"score_gpt":0.458968516019502,"score_spread":0.41812430439245707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390752892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8146515,0.032611944,0.000030938536,0.12700634,0.003433935,0.0011687671,0.00077071495,0.00003361433,0.020292245],"genre_scores_gemma":[0.99868196,0.00022570106,0.00008168193,0.000492246,0.00011439159,0.00034567548,0.0000023866958,0.000015030947,0.00004090062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997273,0.00071266096,0.0007611845,0.0004893095,0.00034599527,0.00041781442],"domain_scores_gemma":[0.9930459,0.0061380398,0.00012000119,0.00055824715,0.000060754854,0.00007703403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010757343,0.00024747849,0.00048216322,0.000058814025,0.00013053964,0.000039711118,0.0007012047,0.00020786046,0.0005363463],"category_scores_gemma":[0.002063475,0.00014365057,0.00023569676,0.00019482501,0.0005978831,0.000022529834,0.00047389622,0.0007122634,0.000033196735],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001497439,0.0032186229,0.020310523,0.003428061,0.00047958916,0.00015362416,0.09825159,4.2453618e-7,0.0000132987525,0.81643456,0.012883138,0.043329112],"study_design_scores_gemma":[0.0009029742,0.003485498,0.4548457,0.016400483,0.00065286725,0.00015454793,0.341967,0.00027866667,0.00067206693,0.17621848,0.0032663934,0.0011553384],"about_ca_topic_score_codex":0.0010456188,"about_ca_topic_score_gemma":0.0003556214,"teacher_disagreement_score":0.6402161,"about_ca_system_score_codex":0.00022060768,"about_ca_system_score_gemma":0.0001253174,"threshold_uncertainty_score":0.5872616},"labels":[],"label_agreement":null},{"id":"W4390805956","doi":"10.3389/frhs.2023.1266987","title":"Demand management processes to improve access to cognitive-behavioral therapies for anxiety disorders: a grounded theory study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Anxiety; Grounded theory; Cognition; Psychology; Cognitive behavioral therapy; Psychotherapist; Clinical psychology; Cognitive psychology; Qualitative research; Psychiatry; Sociology","score_opus":0.034148755848419,"score_gpt":0.4210157383204037,"score_spread":0.3868669824719847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390805956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9480138,0.015207574,0.009689174,0.002377081,0.005014685,0.018385401,0.00019177845,0.00025765598,0.0008628857],"genre_scores_gemma":[0.98394465,0.00045866982,0.0016216513,0.003544902,0.00015228338,0.009239857,0.000064005195,0.00006356937,0.0009103889],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99721396,0.00023493364,0.00058528373,0.0009306617,0.0002399752,0.0007951827],"domain_scores_gemma":[0.9991645,0.00013279147,0.00010676845,0.0002834123,0.000053949352,0.0002585528],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008616607,0.0003350327,0.0004357071,0.0004765064,0.00032280534,0.00031664062,0.00053588307,0.00008013369,0.00008834031],"category_scores_gemma":[0.0000025110398,0.00028555896,0.000057292007,0.00091155805,0.000025146259,0.00047126113,0.0001641631,0.00013932485,0.000035319175],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002809823,0.002825063,0.17650887,0.013794258,0.00034796307,0.000019674788,0.087859906,0.0000044001645,5.2494613e-7,0.0006561339,0.0020938602,0.7130795],"study_design_scores_gemma":[0.008365322,0.008783334,0.43934914,0.003972935,0.00033016835,0.0000031966163,0.4802314,0.00014449726,0.000028460312,0.021605607,0.035912737,0.001273184],"about_ca_topic_score_codex":0.0020083098,"about_ca_topic_score_gemma":0.0067967824,"teacher_disagreement_score":0.71180636,"about_ca_system_score_codex":0.00021779173,"about_ca_system_score_gemma":0.000057143123,"threshold_uncertainty_score":0.99995965},"labels":[],"label_agreement":null},{"id":"W4390902178","doi":"10.1080/07448481.2023.2299397","title":"Depression and help-seeking behaviors among college students: Findings from the Healthy Minds Study 2018-2019","year":2024,"lang":"en","type":"article","venue":"Journal of American College Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; College health; Help-seeking; Depression (economics); Mental health; Clinical psychology; Social psychology; Medicine; Psychiatry; Family medicine","score_opus":0.023567480423784027,"score_gpt":0.39855554489967343,"score_spread":0.3749880644758894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390902178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796792,0.010374091,0.000021843285,0.005318403,0.0026052857,0.001514155,0.0003170731,0.000035845693,0.00013408212],"genre_scores_gemma":[0.995897,0.00048276648,0.00014609635,0.0019205731,0.00049863674,0.000052846495,0.00000876837,0.000052522464,0.000940806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99602216,0.00079685316,0.0012292829,0.00048206004,0.0008382368,0.00063139194],"domain_scores_gemma":[0.9972774,0.00094190007,0.0008337286,0.00035217067,0.000069213755,0.00052562775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016813402,0.00031444733,0.00078608055,0.00031688577,0.0007811886,0.00013087726,0.0005320969,0.00007532031,0.00022441722],"category_scores_gemma":[0.000023844757,0.00020617513,0.00013327358,0.0008197608,0.00022396627,0.00028576213,0.00015217769,0.0007392453,0.000026764234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007883643,0.0013033744,0.9149259,0.00004490513,0.00019503152,0.00056339893,0.009383524,5.392164e-7,0.000006952673,0.000053542703,0.05365144,0.019083032],"study_design_scores_gemma":[0.002560763,0.005181544,0.94234896,0.00042557713,0.00013218434,0.00015326116,0.04432507,0.000018731509,0.0000035516623,0.00002945199,0.004635795,0.00018512737],"about_ca_topic_score_codex":0.008256374,"about_ca_topic_score_gemma":0.0011234967,"teacher_disagreement_score":0.049015645,"about_ca_system_score_codex":0.0006873719,"about_ca_system_score_gemma":0.00043867447,"threshold_uncertainty_score":0.99834776},"labels":[],"label_agreement":null},{"id":"W4390956982","doi":"10.5334/ijic.icic23414","title":"Overcoming structural inequity in healthcare for people living with substance use issues and mental illness.","year":2023,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mental Health Commission of Canada","funders":"","keywords":"Mental health; Health care; Stigma (botany); Mental illness; Health equity; Commission; Nursing; Psychology; Social determinants of health; Public relations; Medicine; Psychiatry; Public health; Political science","score_opus":0.035652855180162785,"score_gpt":0.38864397818557317,"score_spread":0.35299112300541036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390956982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953713,0.0013123833,0.000027787522,0.0014679654,0.0013664914,0.00023223432,0.00017520305,0.000017817834,0.00002881905],"genre_scores_gemma":[0.99900013,0.00013276857,0.00028039145,0.00015075441,0.00012731287,0.000021149881,0.0000994822,0.00001662311,0.00017140017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989411,0.00006288161,0.0003635506,0.0001567698,0.00026733187,0.00020835687],"domain_scores_gemma":[0.9989841,0.00019318622,0.0002354768,0.0000642172,0.0004507683,0.0000722385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016175467,0.00013231198,0.00022354808,0.00027940236,0.00008683752,0.000081979444,0.00019674601,0.00005977608,0.00007502911],"category_scores_gemma":[0.00004585566,0.000096358846,0.00004776072,0.00020858146,0.000028566397,0.00037226413,0.000026265576,0.0001978532,0.0000024609517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070310384,0.000026331481,0.964422,0.00004702412,0.00010071145,0.00010252768,0.015783425,0.000013249508,0.00006569914,0.0008956174,0.0004749271,0.017365383],"study_design_scores_gemma":[0.0027260538,0.0004731296,0.94983107,0.0010358334,0.000015679818,0.00019693056,0.04397714,0.00016128157,0.0003212488,0.00033074434,0.00073455815,0.00019631468],"about_ca_topic_score_codex":0.0037062003,"about_ca_topic_score_gemma":0.0074404953,"teacher_disagreement_score":0.028193714,"about_ca_system_score_codex":0.0004515614,"about_ca_system_score_gemma":0.000058480888,"threshold_uncertainty_score":0.56026906},"labels":[],"label_agreement":null},{"id":"W4390977405","doi":"10.2196/50018","title":"The Role of Mental Health Stigma in University Students’ Satisfaction With Web-Based Stress Management Resources: Intervention Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Infographic; Mental health; Stress management; Psychology; Stigma (botany); Coping (psychology); Distress; Medical education; Applied psychology; Clinical psychology; Medicine; Psychiatry; Computer science","score_opus":0.03925161484287601,"score_gpt":0.4541488075424441,"score_spread":0.41489719269956804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390977405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936788,0.0005628247,0.00001134541,0.00028132633,0.000121687925,0.0024632951,0.000054786186,0.000029667446,0.0027962392],"genre_scores_gemma":[0.9988701,0.00005103344,0.0000070498913,0.0000040947302,0.000009923055,0.00015423704,0.000024667828,0.000010027204,0.00086889666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728084,0.0010890941,0.00027458352,0.00023177834,0.00075390906,0.00036977555],"domain_scores_gemma":[0.9994304,0.0001598179,0.00008188672,0.00021544826,0.000044612298,0.00006781149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015763465,0.000103816696,0.00013647953,0.00044657898,0.0005075061,0.00007899705,0.0002788345,0.000029130815,0.00012714806],"category_scores_gemma":[0.0000010577369,0.00006958447,0.000038452432,0.0007192596,0.000117745854,0.00020615931,0.00014229621,0.00031331053,0.000048823957],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024903752,0.003352236,0.5796219,0.00058194983,0.00032381123,0.00007197278,0.057264466,0.000007237055,0.0000025469485,0.0024407736,0.0010362725,0.35280645],"study_design_scores_gemma":[0.0030761063,0.002326149,0.750348,0.00059565576,0.000005757873,9.447016e-7,0.2407889,0.00027743267,0.000020121606,0.000058094844,0.0024417704,0.00006108243],"about_ca_topic_score_codex":0.0030910994,"about_ca_topic_score_gemma":0.007125718,"teacher_disagreement_score":0.35274538,"about_ca_system_score_codex":0.00064875133,"about_ca_system_score_gemma":0.000030483247,"threshold_uncertainty_score":0.46728382},"labels":[],"label_agreement":null},{"id":"W4391056572","doi":"10.1101/2024.01.16.24301385","title":"Mapping resources available for early identification and recovery-oriented intervention for people with psychosis in Addis Ababa, Ethiopia","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; Dalhousie University","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Mental health; Psychological intervention; Citizen journalism; Health care; Population; Intervention (counseling); Participatory action research; Resource (disambiguation); Business; Medicine; Geography; Socioeconomics; Nursing; Environmental health; Economic growth; Political science; Sociology; Psychiatry","score_opus":0.0386394564181482,"score_gpt":0.3483552972014489,"score_spread":0.3097158407833007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391056572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98756367,0.0027879383,0.0022243932,0.0006455995,0.0022043162,0.0034285614,0.0002828569,0.00008368749,0.0007789783],"genre_scores_gemma":[0.9743244,0.00013516251,0.00077628094,0.00005050376,0.00018110419,0.007023725,0.00043420435,0.0000705133,0.017004127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783736,0.00010903899,0.0006265105,0.0009354961,0.00014081283,0.00035080637],"domain_scores_gemma":[0.99887395,0.00020376396,0.0003498296,0.00041102164,0.000087092674,0.000074343305],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070506387,0.00027760593,0.00039602426,0.00042337444,0.00013585667,0.00017022844,0.00019489625,0.00029884258,0.00021345055],"category_scores_gemma":[0.000036123212,0.00024933435,0.0001444461,0.00026299318,0.000035748704,0.00009715655,0.00014050807,0.00035450462,0.00008046112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041503506,0.0011629282,0.81536454,0.015822232,0.00094770023,0.000021139367,0.03986334,0.000008085331,0.00012541971,0.0011560197,0.01897897,0.1023993],"study_design_scores_gemma":[0.006140928,0.0012751643,0.94293094,0.0061237225,0.00035930003,0.000013543907,0.0031715594,0.00074148,0.00038672783,0.010476306,0.027468637,0.00091170316],"about_ca_topic_score_codex":0.0016157454,"about_ca_topic_score_gemma":0.001507004,"teacher_disagreement_score":0.12756641,"about_ca_system_score_codex":0.00011788621,"about_ca_system_score_gemma":0.000014213945,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W4391057812","doi":"10.1186/s13034-024-00704-4","title":"Using formative research to inform a mental health intervention for adolescents living in Indian slums: the ARTEMIS study","year":2024,"lang":"en","type":"article","venue":"Child and Adolescent Psychiatry and Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council","keywords":"Mental health; Medicine; Focus group; Intervention (counseling); Formative assessment; Suicidal ideation; Social stigma; Suicide prevention; Stigma (botany); Psychiatry; Poison control; Psychology; Environmental health; Family medicine","score_opus":0.06935670365552517,"score_gpt":0.4625734316892263,"score_spread":0.39321672803370117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391057812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9459011,0.016419118,0.00005008984,0.025357641,0.0031370122,0.008635235,0.00018128155,0.00005209513,0.0002664528],"genre_scores_gemma":[0.9941681,0.0006440704,0.00007563104,0.004379999,0.0002811331,0.00019851311,0.000060586673,0.000031076088,0.00016088369],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99706024,0.00040747062,0.0007540474,0.0005781474,0.00031509268,0.0008850255],"domain_scores_gemma":[0.9991529,0.00004416209,0.00013733494,0.0002154926,0.000018402296,0.0004317302],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022095847,0.00027857814,0.0003429366,0.0004030717,0.0018851376,0.00017498176,0.00017227819,0.00007086136,0.000023861357],"category_scores_gemma":[0.0000052365763,0.00020965483,0.00007995125,0.0005316138,0.000083217805,0.00029096453,0.00016858416,0.000542565,0.000012611824],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015378258,0.009146781,0.29048043,0.01389788,0.00015450711,0.0000054796437,0.24247004,0.0000010443441,0.0000033851163,0.003194041,0.023992991,0.4151156],"study_design_scores_gemma":[0.0074358676,0.006884244,0.6188002,0.043447178,0.000020640082,0.00014902245,0.30760986,0.0003954613,0.000004812812,0.00039540124,0.01429785,0.00055946555],"about_ca_topic_score_codex":0.00052831986,"about_ca_topic_score_gemma":0.0013404455,"teacher_disagreement_score":0.41455612,"about_ca_system_score_codex":0.00048760552,"about_ca_system_score_gemma":0.000112685484,"threshold_uncertainty_score":0.99941427},"labels":[],"label_agreement":null},{"id":"W4391111360","doi":"10.9745/ghsp-d-23-00032","title":"Barriers and Facilitators to Implementing a Community-Based Psychosocial Support Intervention Conducted In-Person and Remotely: A Qualitative Study in Quibdó, Colombia","year":2024,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"United States Agency for International Development","keywords":"Psychosocial; Qualitative research; Intervention (counseling); Nursing; Psychosocial support; Community health workers; Social support; Medicine; Psychology; Family medicine; Environmental health; Population; Health services; Sociology; Social psychology; Psychiatry","score_opus":0.13294024170550905,"score_gpt":0.5722411467497225,"score_spread":0.43930090504421343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391111360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98745835,0.00050568895,0.000012568177,0.008695681,0.000400443,0.0014337223,0.000075813965,0.00002787735,0.001389832],"genre_scores_gemma":[0.9967899,0.000020847998,0.00024850742,0.0028134466,0.000011704808,0.000075463504,0.000009890271,0.000004880982,0.00002536357],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964312,0.0017481741,0.00043948658,0.00049295765,0.0003171911,0.000571034],"domain_scores_gemma":[0.99867034,0.0006260181,0.00012756133,0.00013765813,0.00007128065,0.000367122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011439059,0.00014709277,0.00023809684,0.00025270868,0.0007349792,0.00019645637,0.00012950494,0.000047382673,0.000052641124],"category_scores_gemma":[0.00035912346,0.00014285433,0.000013802839,0.0014451523,0.0002557147,0.000741573,0.00008214992,0.0003256153,0.000009092303],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019015382,0.0007916462,0.12834707,0.00069811154,0.00004006259,0.00010358831,0.6584671,2.3762802e-7,0.000021851478,0.0026631618,0.0021780173,0.20478758],"study_design_scores_gemma":[0.0023561644,0.003213369,0.22308053,0.0001954037,0.000016784308,0.000032585063,0.7670125,0.000044917666,0.0000016453987,0.000335585,0.0035545877,0.00015594313],"about_ca_topic_score_codex":0.044371076,"about_ca_topic_score_gemma":0.014775945,"teacher_disagreement_score":0.20463164,"about_ca_system_score_codex":0.00050424243,"about_ca_system_score_gemma":0.00037697912,"threshold_uncertainty_score":0.96199256},"labels":[],"label_agreement":null},{"id":"W4391190547","doi":"10.58837/chula.cmj.66.3.8","title":"Depression in male patients with schizophrenia residing in half-way house For protection and development of mental disabilities, Pathum Thani Province","year":2022,"lang":"en","type":"article","venue":"Chulalongkorn Medical Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Depression (economics); Gerontology; Psychiatry; Psychology; Medicine","score_opus":0.02576339836539375,"score_gpt":0.3006961100887883,"score_spread":0.27493271172339456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391190547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977315,0.00028688152,0.00020486831,0.00015644594,0.00031976306,0.0012266607,0.000011987647,0.000011853053,0.000050049486],"genre_scores_gemma":[0.99863106,0.000007192616,0.00075258524,0.000037502796,0.00005430762,0.00040779,0.000020885782,0.00002357842,0.00006509331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981016,0.00021511238,0.0005343998,0.0002602558,0.00056619267,0.00032246162],"domain_scores_gemma":[0.999422,0.0000848202,0.00020965227,0.00009842833,0.00002100917,0.00016409559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008281836,0.00013564549,0.00022771547,0.00016503637,0.00036319534,0.000015280546,0.00015905667,0.00006950819,0.0005152536],"category_scores_gemma":[0.000056568355,0.00010169903,0.000022740169,0.00012516744,0.000071904724,0.00012285133,0.00010733483,0.00044005836,0.0000013387094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004298369,0.0013885546,0.787576,0.00013927328,0.00002629625,0.000058439626,0.0059073707,0.0000032576825,0.000058195867,0.000033823948,0.00007827741,0.2004321],"study_design_scores_gemma":[0.018672392,0.0011786864,0.9716464,0.00067290646,0.000013040727,0.00022243669,0.0058424445,0.00010916444,0.00066875643,0.00017763664,0.00053134665,0.00026474387],"about_ca_topic_score_codex":0.00010611813,"about_ca_topic_score_gemma":0.00048653843,"teacher_disagreement_score":0.20016736,"about_ca_system_score_codex":0.00035627323,"about_ca_system_score_gemma":0.00016577767,"threshold_uncertainty_score":0.56416655},"labels":[],"label_agreement":null},{"id":"W4391205734","doi":"10.5040/9798400662386.ch-003","title":"Mental Health Concerns and Behavioral Health","year":2002,"lang":"en","type":"other","venue":"Healthcare policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Psychiatry","score_opus":0.13083083903929982,"score_gpt":0.5130505109105251,"score_spread":0.3822196718712253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391205734","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009505682,0.19646333,0.0000062867707,0.25136244,0.0051331883,0.0077082855,0.006755172,0.0013246734,0.5302961],"genre_scores_gemma":[0.019121222,0.017535493,0.00023380245,0.030036677,0.0040431456,0.00034671262,0.001171286,0.00095592474,0.92655575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959051,0.00051243487,0.0007508975,0.0009348532,0.00035463503,0.0015420573],"domain_scores_gemma":[0.9972063,0.000024902703,0.0008061074,0.0006855863,0.00001812258,0.001259016],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022034036,0.0006233382,0.0010595369,0.0006583321,0.00049969857,0.00004288015,0.00025954025,0.0004694318,0.0077419756],"category_scores_gemma":[0.000002261901,0.0006059533,0.00010942317,0.00031920194,0.00017562679,0.00004644219,0.00010919325,0.00054364325,0.00096129155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020197553,0.0002725682,0.0010414725,0.0006787504,0.0000320651,0.000013203644,0.004002983,2.987366e-9,2.7373822e-8,0.0053399787,0.758431,0.23016776],"study_design_scores_gemma":[0.0016899288,0.0012857238,0.001505462,0.000690858,0.000008758544,0.00006961877,0.0008218712,0.0000011425132,2.2094265e-7,0.00007088197,0.9934326,0.00042294653],"about_ca_topic_score_codex":0.4415136,"about_ca_topic_score_gemma":0.019688359,"teacher_disagreement_score":0.42182523,"about_ca_system_score_codex":0.0010438106,"about_ca_system_score_gemma":0.00047295983,"threshold_uncertainty_score":0.9998166},"labels":[],"label_agreement":null},{"id":"W4391232133","doi":"10.1007/s11469-023-01233-5","title":"An Exploration of Mental Health-Related Stigma in an Emergency Setting","year":2024,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Alberta Health Services; University of Calgary","funders":"Calgary Health Foundation","keywords":"Health psychology; Public health; Mental health; Stigma (botany); Psychology; Psychiatry; Rehabilitation; Medicine; Nursing","score_opus":0.047118710868535425,"score_gpt":0.4349404317282024,"score_spread":0.387821720859667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391232133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97677845,0.008952462,0.00017314422,0.0070596007,0.0063567935,0.0003355696,0.00013598382,0.000022336888,0.00018567665],"genre_scores_gemma":[0.9967579,0.0019562042,0.00018256888,0.00025621106,0.0002915872,0.000009598051,0.0004432079,0.000014605842,0.00008809552],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978178,0.00024236797,0.0011566364,0.00019528542,0.00037908254,0.0002088043],"domain_scores_gemma":[0.99902546,0.000020666483,0.00054236344,0.0000652264,0.000069759,0.00027649442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007458843,0.00012106904,0.00020690374,0.00043360435,0.00014114867,0.000032412205,0.00012906984,0.00005847479,0.0004978291],"category_scores_gemma":[0.000004540754,0.00011018154,0.000052049592,0.00015506594,0.000025972273,0.0015510003,0.000015794629,0.00021918843,0.000008203885],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012807255,0.001151596,0.023187697,0.00011324294,0.0001486121,0.000039084443,0.02638903,0.000022209037,0.0004323075,0.0020445606,0.003798992,0.94139194],"study_design_scores_gemma":[0.04407313,0.05697913,0.63364947,0.01846069,0.00014197644,0.004129483,0.1518704,0.036809474,0.0018589473,0.0162609,0.033672374,0.0020940106],"about_ca_topic_score_codex":0.00053125666,"about_ca_topic_score_gemma":0.00020033139,"teacher_disagreement_score":0.9392979,"about_ca_system_score_codex":0.00039472882,"about_ca_system_score_gemma":0.00011843383,"threshold_uncertainty_score":0.54508793},"labels":[],"label_agreement":null},{"id":"W4391242265","doi":"10.1016/j.schres.2024.01.023","title":"Examining the effects of diagnostic awareness, positive symptoms, and negative symptoms on stigmatizing attitudes and social exclusion towards schizophrenia","year":2024,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; The Scarborough Hospital; University of Toronto","funders":"","keywords":"Schizophrenia (object-oriented programming); Psychology; Social stigma; Stigma (botany); Social exclusion; Clinical psychology; Social distance; Psychiatry; Negative symptom; Social withdrawal; Diagnosis of schizophrenia; Social function; Psychosis; Medicine; Disease; Internal medicine","score_opus":0.05304548459215065,"score_gpt":0.40517956482055445,"score_spread":0.3521340802284038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391242265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865359,0.0094362935,0.000010265404,0.0009130432,0.0006537766,0.0013417071,0.000060455906,0.00008067879,0.00096784515],"genre_scores_gemma":[0.99839747,0.00040447502,0.00006539075,0.000061193714,0.00038742696,0.00034554282,0.000027832133,0.00005168684,0.00025900058],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963912,0.0010849893,0.00035886874,0.00073746894,0.0007629956,0.0006645032],"domain_scores_gemma":[0.98814416,0.011218582,0.00008204967,0.00028681476,0.00012004096,0.00014835462],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001223103,0.00031394252,0.00039561745,0.0004211878,0.0013345076,0.0002596567,0.00030331674,0.00019545334,0.00009058923],"category_scores_gemma":[0.0005187707,0.00021452465,0.00005797252,0.0006161732,0.00076461764,0.0002136926,0.0004768236,0.000842544,0.00006144783],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044572693,0.00046682064,0.01648234,0.0034076057,0.00072632846,0.00040052825,0.019659793,9.5247316e-7,0.0018414785,0.07057542,0.0010790338,0.8809024],"study_design_scores_gemma":[0.005533872,0.0025222658,0.9751879,0.0040578437,0.00013053247,0.000044067096,0.0014225747,0.00018606802,0.0044971006,0.0059159957,0.000079182704,0.000422578],"about_ca_topic_score_codex":0.00082404783,"about_ca_topic_score_gemma":0.000092496695,"teacher_disagreement_score":0.9587056,"about_ca_system_score_codex":0.00014450094,"about_ca_system_score_gemma":0.00014678377,"threshold_uncertainty_score":0.9999656},"labels":[],"label_agreement":null},{"id":"W4391251676","doi":"10.53379/cjcd.2024.386","title":"Career Counselling Considerations for Individuals With Mental Disorders","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Career Development","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Trinity Western University","funders":"","keywords":"Psychology; Psychotherapist; Clinical psychology; Medical education; Psychiatry; Medicine","score_opus":0.05447921547273726,"score_gpt":0.31299366770546205,"score_spread":0.2585144522327248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391251676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.953592,0.016999472,0.003663109,0.0077559357,0.0077355388,0.0019160754,0.0003711932,0.000043263088,0.007923388],"genre_scores_gemma":[0.9938876,0.00002614425,0.0040320335,0.0004615366,0.00013837578,0.000079397825,0.000043828335,0.0000301685,0.0013009266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987998,0.000028707207,0.0003979789,0.00016805962,0.0002164178,0.00038902703],"domain_scores_gemma":[0.99910086,0.00013061835,0.00009029966,0.000085684995,0.0001297444,0.00046276068],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003142052,0.00015334063,0.00018548117,0.00032459694,0.0003599777,0.00016750839,0.00011722936,0.00006317779,0.0011795007],"category_scores_gemma":[0.0000070183946,0.00012178456,0.000059318092,0.00012857291,0.000055410866,0.00014387499,0.0000029917178,0.00014437633,0.000031610714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016821222,0.0001606959,0.14068483,0.00047874107,0.0040281657,0.0014877691,0.21239793,0.00012951957,0.000021703994,0.021251526,0.36684093,0.25234997],"study_design_scores_gemma":[0.0016486578,0.000332153,0.010088459,0.00043616164,0.00013788846,0.00038665245,0.004221463,0.000010929409,0.00028783336,0.001514315,0.9805795,0.00035601165],"about_ca_topic_score_codex":0.00076136965,"about_ca_topic_score_gemma":0.04331031,"teacher_disagreement_score":0.61373854,"about_ca_system_score_codex":0.00037194323,"about_ca_system_score_gemma":0.0016646624,"threshold_uncertainty_score":0.99973357},"labels":[],"label_agreement":null},{"id":"W4391276751","doi":"10.1186/s12913-023-10518-3","title":"An integrated knowledge translation (iKT) approach to advancing community-based depression care in Vietnam: lessons from an ongoing research-policy collaboration","year":2024,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Knowledge translation; Stakeholder engagement; Community engagement; Thematic analysis; Public relations; Health policy; Qualitative research; Health services research; Medicine; Context (archaeology); Focus group; Nursing research; Nursing; Political science; Public health; Sociology; Knowledge management; Psychiatry","score_opus":0.24162102867547527,"score_gpt":0.5909632422796883,"score_spread":0.349342213604213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391276751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97984135,0.0077148625,0.0010381595,0.0013654266,0.00030137782,0.0040993653,0.0003212563,0.0002448728,0.005073342],"genre_scores_gemma":[0.9892867,0.00008554987,0.0039961464,0.00050760264,0.00035690883,0.0012834964,0.0043310043,0.000087105036,0.00006549081],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.98108155,0.014828277,0.0007315337,0.00093567884,0.00093302,0.0014899581],"domain_scores_gemma":[0.9955545,0.0017049916,0.00006782759,0.0010777329,0.00072606426,0.00086886855],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008541692,0.00027751035,0.00040220606,0.0024248199,0.0019989405,0.00049042125,0.0009060603,0.0003144388,0.00009566013],"category_scores_gemma":[0.000038163726,0.00025691785,0.0000414042,0.0061770747,0.00008792642,0.00080547977,0.0001230162,0.0021287014,0.00021196446],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021847466,0.0028796194,0.02464361,0.010122532,0.000021440663,0.0000159143,0.44138467,0.001102543,0.0007484326,0.0011075054,0.00017700727,0.515612],"study_design_scores_gemma":[0.0046421434,0.004014313,0.15728971,0.0076405453,0.000013505137,0.000002992411,0.65314275,0.14974555,0.0008179529,0.0007666505,0.02121899,0.00070490915],"about_ca_topic_score_codex":0.09844266,"about_ca_topic_score_gemma":0.29111344,"teacher_disagreement_score":0.51490706,"about_ca_system_score_codex":0.0023809872,"about_ca_system_score_gemma":0.0026198572,"threshold_uncertainty_score":0.9999883},"labels":[],"label_agreement":null},{"id":"W4391395498","doi":"10.21203/rs.3.rs-3844198/v1","title":"Examining Workshops in Reducing Mental Illness Self and Social Stigma Among Asian Men in Vancouver, Canada: A Randomized Control Trial","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Lethbridge","funders":"","keywords":"Stigma (botany); Mental illness; Randomized controlled trial; Social stigma; Psychology; Psychiatry; Gerontology; Mental health; Medicine; Family medicine","score_opus":0.05780382801705293,"score_gpt":0.4134780760923009,"score_spread":0.355674248075248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391395498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716451,0.002561201,0.00000151155,0.0010832634,0.00391337,0.009720804,0.00017335235,0.000060144917,0.010841209],"genre_scores_gemma":[0.9924765,0.00013649462,0.0000146842385,0.000026863925,0.00067796564,0.0047736666,0.00014067344,0.00007190881,0.0016812269],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99167323,0.0037778164,0.0010246215,0.0011922491,0.0010680178,0.0012640574],"domain_scores_gemma":[0.9976108,0.0015170063,0.00020113881,0.00036011447,0.00007753774,0.00023336633],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0058242567,0.00044711313,0.00145154,0.0008889255,0.00040812153,0.00020535427,0.00039737005,0.0005926817,0.00035805677],"category_scores_gemma":[0.00016940871,0.0004049579,0.00012695156,0.0005333677,0.00025442083,0.000085456166,0.00080622215,0.0029706964,0.000008488104],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.71109957,0.001588848,0.013337183,0.004515737,0.0011956275,0.003778279,0.09643596,0.000040339095,0.0000042895754,0.00076142576,0.041998446,0.12524432],"study_design_scores_gemma":[0.9286981,0.00026144527,0.021448456,0.0031419322,0.000098055265,0.0000041671665,0.042159688,0.0017130919,0.000007188202,0.0013485095,0.00041235174,0.0007069671],"about_ca_topic_score_codex":0.6596261,"about_ca_topic_score_gemma":0.7756801,"teacher_disagreement_score":0.2175986,"about_ca_system_score_codex":0.0026483277,"about_ca_system_score_gemma":0.0011458053,"threshold_uncertainty_score":0.9998402},"labels":[],"label_agreement":null},{"id":"W4391405439","doi":"10.1136/bmjopen-2023-077220","title":"Estimating the effectiveness of an enhanced ‘Improving Access to Psychological Therapies’ (IAPT) service addressing the wider determinants of mental health: a real-world evaluation","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"School for Public Health Research; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Mental health; Service (business); Mental health service; Nursing; Psychiatry","score_opus":0.317442497643862,"score_gpt":0.5992045384058523,"score_spread":0.2817620407619903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391405439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97785634,0.00019739036,0.0001833896,0.0016497571,0.0010174082,0.015291599,0.00002668229,0.00002896492,0.003748492],"genre_scores_gemma":[0.99461144,0.0000018365608,0.0007419125,0.00093572855,0.00009865923,0.0034798812,0.000026720287,0.000026837972,0.00007696022],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99591416,0.0022797256,0.00061952666,0.00046991836,0.00040204008,0.00031464823],"domain_scores_gemma":[0.9980444,0.0007870026,0.00036169883,0.00063775986,0.00009482814,0.00007436371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068941177,0.000185688,0.0003776286,0.00008482415,0.00039224085,0.00024998642,0.0010968674,0.000056558918,0.00034830836],"category_scores_gemma":[0.00005448856,0.000101188794,0.000053326126,0.00061416277,0.000060983442,0.00048320316,0.00039044238,0.00015226568,0.000020783662],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023471704,0.00042125888,0.0053906925,0.0012084694,0.00010328317,0.000005199194,0.012945844,0.00013126241,0.0027981128,0.00027038204,0.00022407886,0.97415423],"study_design_scores_gemma":[0.002967921,0.0013220067,0.95014685,0.0061590453,0.00010824068,0.000026948628,0.0024626502,0.024860429,0.009749496,0.0017886689,0.00004634487,0.00036140796],"about_ca_topic_score_codex":0.0069810166,"about_ca_topic_score_gemma":0.003271119,"teacher_disagreement_score":0.97379285,"about_ca_system_score_codex":0.000133342,"about_ca_system_score_gemma":0.000107312866,"threshold_uncertainty_score":0.9996316},"labels":[],"label_agreement":null},{"id":"W4391464247","doi":"10.1007/978-3-031-17125-3_419-1","title":"Self-stigma and Heroism","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stigma (botany); Psychology; Social psychology; Gender studies; Sociology; Psychiatry","score_opus":0.06108562225938372,"score_gpt":0.36044394198057284,"score_spread":0.2993583197211891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391464247","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018616907,0.0007650003,0.0000032660093,0.00033240218,0.0010349002,0.000409175,0.00002146087,0.0003404502,0.9969072],"genre_scores_gemma":[0.0009601251,0.000559396,0.00020871032,0.0003779962,0.00022997874,0.000031386262,0.000061655235,0.000066249995,0.9975045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991411,0.000008466327,0.00019110827,0.0003484511,0.0001045826,0.00020628494],"domain_scores_gemma":[0.99950475,0.00007113801,0.00007134934,0.00023215597,0.0000109336825,0.00010966138],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000060582985,0.00021741817,0.0002337886,0.0000879306,0.000099327095,0.000018275068,0.00008431769,0.0002985246,0.007138366],"category_scores_gemma":[6.356569e-7,0.00017887013,0.000047288595,0.000012651225,0.000031196927,0.000024063045,0.000061652994,0.00016798523,0.009079787],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019239715,0.000027847631,0.00012988098,0.00013122012,0.0001395418,0.00017869729,0.00023593318,1.9066944e-9,8.115999e-8,0.8443914,0.04450853,0.11023759],"study_design_scores_gemma":[0.0009937088,0.00020599487,0.0016257017,0.00012465984,0.00012025446,0.000036227448,0.00006255514,0.0000038948074,0.0000015903876,0.048350856,0.9480352,0.00043938603],"about_ca_topic_score_codex":0.000101828104,"about_ca_topic_score_gemma":0.0000510595,"teacher_disagreement_score":0.90352666,"about_ca_system_score_codex":0.000029880608,"about_ca_system_score_gemma":0.000007390357,"threshold_uncertainty_score":0.9937692},"labels":[],"label_agreement":null},{"id":"W4391479214","doi":"10.1111/etho.12422","title":"A continuum of “normal” experience: Positioning mental health struggles as human experiences in the university context","year":2024,"lang":"en","type":"article","venue":"Ethos","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Context (archaeology); Sociology; Project commissioning; Psychology; Epistemology; Publishing; Psychotherapist; Political science; Geography; Philosophy","score_opus":0.04247064938876547,"score_gpt":0.41584217282835345,"score_spread":0.37337152343958796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391479214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98183626,0.0022279723,0.000009154962,0.0011680496,0.0004765019,0.00038696543,0.000014382559,0.000028436432,0.013852306],"genre_scores_gemma":[0.9977716,0.000019464811,0.000030247753,0.00040021155,0.000040270297,0.000034483066,0.000019783489,0.0000050573035,0.0016788819],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99899644,0.0002568994,0.00019689271,0.00019719874,0.0001405277,0.00021202552],"domain_scores_gemma":[0.9996727,0.00008739688,0.00006216663,0.00012635216,0.000008489564,0.00004289981],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026940615,0.000086311185,0.00013484867,0.00007892429,0.00029047762,0.000028327666,0.00020000679,0.00004116674,0.0017002814],"category_scores_gemma":[0.0000024730682,0.00006541091,0.000042651245,0.00019382898,0.00013801729,0.0001555705,0.000027980108,0.00012304592,0.00003766193],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059855418,0.0001316792,0.0052693384,0.000039633513,0.000014559987,0.000060983995,0.96260434,4.770118e-8,0.00013584945,0.014752656,0.0035506622,0.013380373],"study_design_scores_gemma":[0.0005706423,0.000351626,0.0164686,0.0001960521,0.0000036640672,0.000021428801,0.97359675,0.000005245152,0.0007196213,0.00015339075,0.007831391,0.00008160173],"about_ca_topic_score_codex":0.0038684977,"about_ca_topic_score_gemma":0.00031198197,"teacher_disagreement_score":0.015935369,"about_ca_system_score_codex":0.00007635982,"about_ca_system_score_gemma":0.000028562672,"threshold_uncertainty_score":0.9992123},"labels":[],"label_agreement":null},{"id":"W4391512658","doi":"10.1111/inm.13301","title":"We have to cancel psychiatric nursing and forge a new way forward","year":2024,"lang":"en","type":"editorial","venue":"International Journal of Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Forge; Nursing; Psychology; Psychiatry; Medicine; Engineering","score_opus":0.0249248859389258,"score_gpt":0.45141047645562915,"score_spread":0.4264855905167034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391512658","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001993504,0.04221698,0.00028323635,0.058359966,0.8929173,0.0007070567,0.00039746735,0.000030131057,0.0030943796],"genre_scores_gemma":[0.017874882,0.005228825,0.0036813323,0.0014633759,0.9590134,0.000027797767,0.00030803075,0.00019296638,0.012209368],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995548,0.0001389143,0.0014765349,0.0005437091,0.0016000498,0.000692805],"domain_scores_gemma":[0.9973642,0.00023118684,0.0011013026,0.00018425877,0.00022119345,0.0008978475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060872495,0.00046455677,0.0007470189,0.0010884989,0.00026407395,0.00022353505,0.0006313736,0.00038927986,0.00023058231],"category_scores_gemma":[0.00003237145,0.00042288686,0.00025368342,0.00020641889,0.00007383925,0.0002607086,0.00005803946,0.0012055074,0.00008780797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008880338,0.0002647313,0.000033661356,0.000100903366,0.00016453778,0.000055218312,0.006740414,7.721562e-7,0.0000017074502,0.00017896944,0.6181382,0.37343284],"study_design_scores_gemma":[0.004046691,0.0020482931,0.00019978733,0.02157276,0.00016461052,0.000544617,0.0034267223,0.000023255372,0.000014846979,0.004797187,0.96272177,0.00043947969],"about_ca_topic_score_codex":0.0008180905,"about_ca_topic_score_gemma":0.00015209074,"teacher_disagreement_score":0.37299338,"about_ca_system_score_codex":0.004468173,"about_ca_system_score_gemma":0.0008940562,"threshold_uncertainty_score":0.9998223},"labels":[],"label_agreement":null},{"id":"W4391555486","doi":"","title":"Interpersonal Psychotherapy for Late-life Depression and its Potential Application in China","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Interpersonal psychotherapy; Psychotherapist; Interpersonal communication; Psychology; China; Clinical psychology; Medicine; History; Social psychology; Internal medicine; Archaeology","score_opus":0.21295254276671982,"score_gpt":0.5794082318732592,"score_spread":0.36645568910653936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391555486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747673,0.018683556,0.0019318085,0.0013569163,0.0004588942,0.0015543547,0.00006630542,0.000026342643,0.0011544665],"genre_scores_gemma":[0.9939693,0.003755848,0.0001148603,0.0013581722,0.0002404841,0.00031857062,0.000033049673,0.000042132364,0.000167549],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981046,0.00016212603,0.00063797843,0.00052054995,0.00025511507,0.00031968777],"domain_scores_gemma":[0.9988465,0.00010221178,0.00049195386,0.00018270031,0.000057816866,0.00031884256],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042798277,0.00023894037,0.0004908189,0.00028319872,0.00018600565,0.00027846688,0.000964919,0.0001288342,0.0049314084],"category_scores_gemma":[0.000024330177,0.00020888825,0.00009635618,0.00037783541,0.0000392771,0.0009027305,0.00013799377,0.00024875093,0.000019629531],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006860043,0.0010113639,0.683659,0.00033298598,0.00026493994,0.000027707101,0.0025863405,0.000054076394,0.06295533,0.00043612652,0.017437883,0.22437416],"study_design_scores_gemma":[0.0041193287,0.000058563393,0.982931,0.00021905336,0.000045222587,0.0000072044227,0.00011089808,0.0017603071,0.004182301,0.0032223118,0.0030099184,0.00033384765],"about_ca_topic_score_codex":0.00038699128,"about_ca_topic_score_gemma":0.00003428714,"teacher_disagreement_score":0.299272,"about_ca_system_score_codex":0.00003691298,"about_ca_system_score_gemma":0.000030256331,"threshold_uncertainty_score":0.99597824},"labels":[],"label_agreement":null},{"id":"W4391584823","doi":"10.2196/52561","title":"Designing a Novel Digitally Delivered Antiracism Intervention for Mental Health Clinicians: Exploratory Analysis of Acceptability","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Intervention (counseling); Mental health; Exploratory analysis; Exploratory research; Psychology; Medicine; Medical education; Computer science; Nursing; Psychotherapist; Data science; Sociology","score_opus":0.12455505434620458,"score_gpt":0.4652207005295754,"score_spread":0.34066564618337086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391584823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926007,0.0007138011,0.0033401223,0.00006432554,0.00068794267,0.0014087309,0.00076443824,0.00012349816,0.0002964512],"genre_scores_gemma":[0.9979882,0.000007728628,0.00018025334,0.00006659091,0.000047782916,0.0002502278,0.0010995822,0.00002888674,0.00033070616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979669,0.00011265481,0.00085880485,0.0005107277,0.00020194515,0.00034896014],"domain_scores_gemma":[0.99905694,0.00018459719,0.00029193674,0.00029566884,0.00005025132,0.00012061764],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000531126,0.00021431832,0.00049976894,0.0005183356,0.00022637457,0.000080894744,0.00020532802,0.00010304817,0.0011251032],"category_scores_gemma":[0.000010699986,0.00018985702,0.00057800155,0.00057130447,0.000071339426,0.00039106584,0.00005245173,0.00012391397,0.000016658403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011647579,0.010562679,0.48610088,0.0033428883,0.011749073,0.000012940766,0.1138175,0.000019583478,0.0032384747,0.0062609697,0.009075868,0.35465437],"study_design_scores_gemma":[0.0036975816,0.0027321381,0.96337366,0.00044580243,0.00080804207,9.951158e-7,0.022746697,0.00041482286,0.0015100723,0.0003921571,0.0032782925,0.0005997095],"about_ca_topic_score_codex":0.0002452247,"about_ca_topic_score_gemma":0.00031622968,"teacher_disagreement_score":0.4772728,"about_ca_system_score_codex":0.00025015697,"about_ca_system_score_gemma":0.00002990545,"threshold_uncertainty_score":0.999788},"labels":[],"label_agreement":null},{"id":"W4391650239","doi":"10.1177/00207640241227128","title":"Internalized stigma: Social support, coping, psychological distress, and mental well-being among older adults in Ghana","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Coping (psychology); Psychology; Social support; Distress; Clinical psychology; Path analysis (statistics); Psychological distress; Mental illness; Mental health; Correlation; Psychiatry; Social psychology","score_opus":0.013101121979221616,"score_gpt":0.3791308374711506,"score_spread":0.366029715491929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391650239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96696943,0.0011852918,0.00004449907,0.0075875525,0.013777238,0.00021186011,0.00004697632,0.000031112966,0.010146015],"genre_scores_gemma":[0.99567467,0.00007420159,0.00011855709,0.00064744643,0.002766231,0.000015552252,0.000044026972,0.00002732303,0.00063198194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979017,0.0001291367,0.00083313807,0.0003239369,0.000503548,0.000308546],"domain_scores_gemma":[0.99935216,0.000056394274,0.0003484734,0.000055669094,0.00007636688,0.00011092877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031518433,0.00022091187,0.0003242198,0.0003055279,0.00015861077,0.00017077704,0.00040303348,0.00019581501,0.0033353772],"category_scores_gemma":[0.000007276906,0.00019241204,0.00022490665,0.00014804398,0.0001736909,0.00033672646,0.00007800763,0.00055584277,0.00005576835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041760965,0.0032472895,0.60126555,0.00029912736,0.0015411434,0.002018862,0.04753919,2.9884336e-7,0.000021687834,0.05268002,0.15630114,0.13090958],"study_design_scores_gemma":[0.010459148,0.0004398579,0.9657719,0.001210276,0.00009152589,0.00047174652,0.010166243,0.000030100644,0.000015095367,0.0070591113,0.0038295013,0.0004554604],"about_ca_topic_score_codex":0.00012602653,"about_ca_topic_score_gemma":0.00013277824,"teacher_disagreement_score":0.36450636,"about_ca_system_score_codex":0.0001969739,"about_ca_system_score_gemma":0.000030417501,"threshold_uncertainty_score":0.9975757},"labels":[],"label_agreement":null},{"id":"W4391690788","doi":"10.3389/fpsyt.2024.1295918","title":"A survey of mental health literacy in parents and guardians of teenagers","year":2024,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Japan Society for the Promotion of Science","keywords":"Mental health literacy; Mental health; Depression (economics); Medicine; Psychiatry; Mental illness; Psychology; Family medicine","score_opus":0.015882565265603048,"score_gpt":0.36541556374850287,"score_spread":0.3495329984828998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391690788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92965204,0.052847072,0.00013659644,0.00083635375,0.014451251,0.0005094131,0.00027562128,0.000015180331,0.0012764815],"genre_scores_gemma":[0.9969677,0.00049189344,0.0020233635,0.0001444793,0.00002720739,0.000023899236,0.000091567206,0.000016669692,0.00021326059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858975,0.00022235938,0.0005230146,0.0002850946,0.00011248037,0.00026727084],"domain_scores_gemma":[0.9996179,0.000034029526,0.00009999892,0.00017388997,0.000008438857,0.00006574417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047381688,0.00012406083,0.00034209265,0.00039848793,0.000025487236,0.00001046756,0.00011063046,0.00007235192,0.00005380711],"category_scores_gemma":[0.000003294696,0.000115415816,0.000040370818,0.00049560284,0.00006620172,0.00009823227,0.000024148561,0.00014352216,0.000004012594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015741732,0.00029610834,0.8447663,0.0004021095,0.000046360637,0.000003835769,0.003761255,4.0220638e-7,5.6434175e-7,0.00015321407,0.037886105,0.11252633],"study_design_scores_gemma":[0.0012948235,0.0001927078,0.9950731,0.0006027861,0.00000545673,0.000002287611,0.001585489,0.000116490635,0.0000024039362,0.00056291337,0.0004691814,0.00009240286],"about_ca_topic_score_codex":0.004522876,"about_ca_topic_score_gemma":0.0009281127,"teacher_disagreement_score":0.15030676,"about_ca_system_score_codex":0.000076383534,"about_ca_system_score_gemma":0.000068181645,"threshold_uncertainty_score":0.68372655},"labels":[],"label_agreement":null},{"id":"W4391729316","doi":"10.1007/978-3-031-17299-1_1791","title":"Mental Illness","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Vancouver Island University","funders":"","keywords":"Mental illness; Psychology; Psychiatry; Mental health","score_opus":0.07338198686487836,"score_gpt":0.3844876625072014,"score_spread":0.31110567564232305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391729316","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016640758,0.0002643383,0.0000017828204,0.0003246978,0.0046985587,0.00052716245,0.0001017278,0.0002827021,0.9936326],"genre_scores_gemma":[0.0030508165,0.00012797298,0.0000117223135,0.00046336476,0.0003342089,0.00006129746,0.0004029115,0.0000938292,0.9954539],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989271,0.000008479901,0.00024507445,0.0003759768,0.0001767741,0.00026659985],"domain_scores_gemma":[0.9994391,0.000042951757,0.00009122819,0.00031414177,0.000011981115,0.00010060497],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006362104,0.00025823488,0.00025705903,0.000114540555,0.00014233383,0.000016517717,0.00017304522,0.00029125903,0.07309361],"category_scores_gemma":[5.343152e-7,0.00021328192,0.00010982098,0.000018104634,0.000044710887,0.000029210345,0.00007683179,0.00017895977,0.055149578],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034360382,0.00002972971,0.000024905152,0.00002937304,0.00013219571,0.00013511442,0.00026624618,6.2144547e-9,3.6740806e-7,0.6913101,0.20059882,0.10743878],"study_design_scores_gemma":[0.0006580658,0.00010499682,0.00023989244,0.00008220909,0.000047938265,0.0000153361,0.00013713005,6.277192e-7,0.000010151246,0.017996896,0.9803088,0.000397993],"about_ca_topic_score_codex":0.00013161567,"about_ca_topic_score_gemma":0.00007062502,"teacher_disagreement_score":0.77970994,"about_ca_system_score_codex":0.000072712624,"about_ca_system_score_gemma":0.000008493204,"threshold_uncertainty_score":0.9455861},"labels":[],"label_agreement":null},{"id":"W4391729997","doi":"10.1007/978-3-031-17299-1_2871","title":"Stigmatization","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Sociology","score_opus":0.08899781908627853,"score_gpt":0.3864752164069672,"score_spread":0.2974773973206887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391729997","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000174318,0.00019174344,0.00004304004,0.00017047548,0.0014765561,0.0003284188,0.000023142908,0.00024110332,0.9975081],"genre_scores_gemma":[0.00065406616,0.00009135223,0.000032226075,0.00025300443,0.00020284882,0.000028118051,0.00033878253,0.00005329989,0.9983463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993858,0.000005264728,0.00017570487,0.00020369515,0.00010414896,0.00012542923],"domain_scores_gemma":[0.9996269,0.000041227147,0.00007952939,0.00019038256,0.000014447913,0.00004754408],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004306214,0.00013524255,0.00014119227,0.00009235127,0.000060219507,0.000010991987,0.00007743031,0.00020175056,0.046627264],"category_scores_gemma":[0.0000010548846,0.00011347391,0.000043707772,0.000015085673,0.0000154646,0.000020700712,0.000023612589,0.00009111279,0.042270157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065541467,0.000008016775,0.000022176717,0.00003602531,0.000039844814,0.000021480831,0.000055925884,5.2399542e-8,1.01023666e-7,0.87088174,0.08608508,0.042843003],"study_design_scores_gemma":[0.00086113636,0.00013468518,0.0015206045,0.0003686234,0.00010904748,0.000007665879,0.00005947168,0.000009194226,0.000007378967,0.17629056,0.82009137,0.0005402904],"about_ca_topic_score_codex":0.000045431312,"about_ca_topic_score_gemma":0.000061231716,"teacher_disagreement_score":0.7340063,"about_ca_system_score_codex":0.000032789754,"about_ca_system_score_gemma":0.0000057944035,"threshold_uncertainty_score":0.95847553},"labels":[],"label_agreement":null},{"id":"W4391784503","doi":"10.3389/fpubh.2024.1279477","title":"Perceptions of stigma among people with lived experience of methamphetamine use within the hospital setting: qualitative point-in-time interviews and thematic analyses of experiences","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Health Canada","keywords":"Thematic analysis; Qualitative research; Harm reduction; Feeling; Stigma (botany); Medicine; Population; Mental health; Health care; Denial; Psychology; Nursing; Family medicine; Psychiatry; Public health; Social psychology; Environmental health; Sociology","score_opus":0.10319758463856729,"score_gpt":0.44435786264881677,"score_spread":0.3411602780102495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391784503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99422145,0.001905422,0.0016953216,0.00095612364,0.00025767647,0.0008231114,0.00002308929,0.000013757918,0.00010407521],"genre_scores_gemma":[0.9949858,0.00008893203,0.004376132,0.00005071585,0.000008705766,0.0003044378,0.000014422647,0.000012980301,0.0001578339],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99716014,0.0010259822,0.00093132106,0.00032260665,0.00026317476,0.000296753],"domain_scores_gemma":[0.998608,0.00048584605,0.00046557578,0.00028401156,0.00005147918,0.00010512063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018185927,0.00016553477,0.00061496336,0.00038583658,0.000067239926,0.00003619603,0.00026444075,0.000053284788,0.00016320245],"category_scores_gemma":[0.00012505354,0.00009985437,0.000055842953,0.0008908273,0.00056701,0.00044948736,0.00005677584,0.00015337263,8.929236e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031201893,0.00031956905,0.14279722,0.00037817372,0.0000721198,0.000002934324,0.8520936,0.0000015325693,0.000011638104,0.00019400264,0.0002905008,0.0038075491],"study_design_scores_gemma":[0.00040719548,0.00059263763,0.16103922,0.0005707622,0.00001334923,0.0000034961615,0.83626467,0.00080250355,0.00006260133,0.00014793791,0.0000058949695,0.000089748624],"about_ca_topic_score_codex":0.0045881886,"about_ca_topic_score_gemma":0.0004745429,"teacher_disagreement_score":0.018242005,"about_ca_system_score_codex":0.000088765155,"about_ca_system_score_gemma":0.000121685254,"threshold_uncertainty_score":0.69359994},"labels":[],"label_agreement":null},{"id":"W4391839975","doi":"10.1037/prj0000598","title":"Community member attitudes and understanding of “serious mental illness”: A mixed-method study.","year":2024,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Vignette; Mental illness; PsycINFO; Stigma (botany); Psychology; Psychiatry; Clinical psychology; Schizophrenia (object-oriented programming); Qualitative research; Population; Mental health; Social stigma; Medicine; MEDLINE; Social psychology; Human immunodeficiency virus (HIV); Family medicine","score_opus":0.04806667586686556,"score_gpt":0.42877872034123815,"score_spread":0.38071204447437257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391839975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98574924,0.0031990234,0.0019691975,0.001489547,0.0045813518,0.00069007115,0.000013532169,0.00004308554,0.0022649455],"genre_scores_gemma":[0.9946001,0.00006033262,0.0048581683,0.000035199206,0.0001537257,0.000039492297,0.000004609969,0.000021988244,0.00022635926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973697,0.0013055123,0.00061270036,0.00021469955,0.0002750217,0.00022234477],"domain_scores_gemma":[0.9984743,0.0009633067,0.00017729007,0.00020892253,0.000045004723,0.00013119403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002171725,0.00016381462,0.00025724052,0.00039500883,0.00072099024,0.000110905086,0.0001469842,0.000065513996,0.00055180176],"category_scores_gemma":[0.00004042826,0.0001326086,0.000108458284,0.00047848315,0.000094865216,0.0002552579,0.000042722546,0.0004876084,0.000018173674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062345876,0.004282014,0.65244824,0.0012072421,0.0007397347,0.000030832605,0.12972891,0.000011770024,0.000061746374,0.017990611,0.011938288,0.18093716],"study_design_scores_gemma":[0.0033919488,0.0036763966,0.79607666,0.00019564139,0.00020178643,0.00038428602,0.16874827,0.00010356503,0.000005361202,0.025654584,0.0012625869,0.00029893752],"about_ca_topic_score_codex":0.00020092324,"about_ca_topic_score_gemma":0.00010108666,"teacher_disagreement_score":0.18063822,"about_ca_system_score_codex":0.00020836643,"about_ca_system_score_gemma":0.00003550633,"threshold_uncertainty_score":0.6041842},"labels":[],"label_agreement":null},{"id":"W4391843242","doi":"10.1186/s13033-024-00624-y","title":"Assessing support for mental health policies among policy influencers and the general public in Alberta and Manitoba, Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Public Health Agency; Public Health Agency of Canada","keywords":"Health administration; Influencer marketing; Mental health; Public health; Social policy; Health policy; Healthcare policy; Public policy; Policy development; Environmental health; Political science; Psychology; Public administration; Medicine; Psychiatry; Nursing; Business; Health care reform; Law","score_opus":0.046684209833591166,"score_gpt":0.4298325925378086,"score_spread":0.3831483827042174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391843242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89096755,0.0073371865,0.000014308277,0.094316535,0.00574406,0.0009811342,0.00014451804,0.000006721779,0.00048799822],"genre_scores_gemma":[0.9943805,0.00055445556,0.000033199267,0.003444826,0.00080887094,0.000053925854,0.00005292796,0.00001900653,0.0006522923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761796,0.00026314403,0.0010229746,0.00019935795,0.00047835102,0.00041820234],"domain_scores_gemma":[0.9988204,0.0002458915,0.0005211852,0.000075386306,0.00006322753,0.00027387452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012608785,0.00016615208,0.00036247374,0.0003568427,0.00027125358,0.0004005233,0.0002435642,0.000044044933,0.000017159886],"category_scores_gemma":[0.000016967953,0.00011546766,0.000054311822,0.00013094797,0.00012423404,0.00051049964,0.00005856649,0.00020089129,0.0000011584658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001831837,0.00052475603,0.481659,0.0022507496,0.0016310781,0.00020398002,0.04857996,0.000039230636,0.000025209893,0.15517241,0.11409517,0.19398662],"study_design_scores_gemma":[0.028934898,0.0020132258,0.62541217,0.0059903166,0.00004631456,0.008244199,0.08656108,0.006356564,0.000019448404,0.0009746756,0.2345921,0.0008550489],"about_ca_topic_score_codex":0.8919313,"about_ca_topic_score_gemma":0.5752507,"teacher_disagreement_score":0.31668058,"about_ca_system_score_codex":0.0023255227,"about_ca_system_score_gemma":0.0012972368,"threshold_uncertainty_score":0.6081161},"labels":[],"label_agreement":null},{"id":"W4391845144","doi":"10.1037/ser0000837","title":"Prosumers’ experiences of witnessed discrimination and internalized stigma: A moderated mediation.","year":2024,"lang":"en","type":"article","venue":"Psychological Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Stigma (botany); PsycINFO; Psychology; Mental illness; Clinical psychology; Mental health; Resistance (ecology); Social stigma; Social psychology; Psychiatry; MEDLINE; Medicine","score_opus":0.042346657701711886,"score_gpt":0.4052781110344173,"score_spread":0.36293145333270543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391845144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99035835,0.0038698944,0.00015154992,0.00047681795,0.00084604765,0.0003401501,0.000008207584,0.000101542115,0.0038474193],"genre_scores_gemma":[0.998831,0.00009153218,0.00013148338,0.00020593361,0.000058201676,0.00029855157,0.000038427454,0.000008263076,0.00033666173],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998933,0.0000887325,0.0002842357,0.00036828956,0.00015289216,0.00017284219],"domain_scores_gemma":[0.99961907,0.000084528794,0.00008016233,0.00011667837,0.000029435967,0.00007010857],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013847917,0.00012847656,0.00017710422,0.00007682978,0.00007700076,0.000064870736,0.0001475978,0.00009619541,0.0015536221],"category_scores_gemma":[0.0000039114043,0.000082961524,0.000032207725,0.0002178532,0.00009569051,0.00020018921,0.000030813186,0.00008273246,0.000041313313],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026423119,0.0034506577,0.06818245,0.0032000537,0.00049860054,0.00017475292,0.528403,0.0000036230874,0.0070347087,0.04804269,0.0010611045,0.33730602],"study_design_scores_gemma":[0.007938535,0.0032900462,0.7769529,0.0014951751,0.00028220218,0.0001229555,0.15976396,0.008307128,0.005235029,0.03306466,0.002242699,0.0013046882],"about_ca_topic_score_codex":0.00014945566,"about_ca_topic_score_gemma":0.000023226186,"teacher_disagreement_score":0.70877045,"about_ca_system_score_codex":0.000012474575,"about_ca_system_score_gemma":0.0000025172214,"threshold_uncertainty_score":0.9993591},"labels":[],"label_agreement":null},{"id":"W4391930358","doi":"10.1155/2024/8823063","title":"Cultural Myths, Superstitions, and Stigma Surrounding Dementia in a UK Bangladeshi Community","year":2024,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Joint Information Systems Committee","keywords":"Stigma (botany); Mythology; Dementia; Psychiatry; Social stigma; Psychology; Medicine; History; Family medicine; Classics; Disease","score_opus":0.11763287530793272,"score_gpt":0.4465714880272551,"score_spread":0.3289386127193224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391930358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96564543,0.020986713,0.0000025928136,0.004966438,0.0006078725,0.00074261345,0.000098122364,0.00006934398,0.0068808678],"genre_scores_gemma":[0.99689096,0.00037462084,0.000029865823,0.0019706164,0.00011351898,0.00018611913,0.0003777739,0.00001740317,0.00003909],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98969567,0.009055633,0.00042320404,0.00014163186,0.00018085015,0.0005030225],"domain_scores_gemma":[0.99836594,0.0010901032,0.00006632444,0.00036798982,0.000025518064,0.00008412945],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0032618674,0.00018991911,0.00028645617,0.00014145483,0.00325135,0.00015174449,0.00046937235,0.00014561135,0.00013064744],"category_scores_gemma":[0.0000394128,0.00015344161,0.000059526363,0.0005096272,0.000198018,0.00016668356,0.00017123976,0.0025286241,0.000022563874],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120920726,0.0005644583,0.0914538,0.0013344516,0.000053002383,0.00004717266,0.83295184,2.953753e-7,0.0000022775778,0.012656015,0.0069222148,0.05389356],"study_design_scores_gemma":[0.00097073795,0.00028526585,0.4425398,0.00038362975,0.000025417965,0.00002446294,0.54946506,0.000006068648,0.0000011190624,0.0022604547,0.0038596303,0.00017833196],"about_ca_topic_score_codex":0.09701262,"about_ca_topic_score_gemma":0.10679388,"teacher_disagreement_score":0.35108602,"about_ca_system_score_codex":0.0007312413,"about_ca_system_score_gemma":0.000097707256,"threshold_uncertainty_score":0.9997726},"labels":[],"label_agreement":null},{"id":"W4392088887","doi":"10.1017/9781800105430.007","title":"Of Fairies, Robots, Witches, and Zombies: Conceptualizing a History of Cross-Cultural Psychiatric Epidemiology in Nigeria","year":2022,"lang":"en","type":"other","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Psychiatry; Psychology; History; Criminology; Medicine; Pathology","score_opus":0.08252986504777278,"score_gpt":0.4135679171921663,"score_spread":0.3310380521443935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392088887","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025566952,0.12073565,0.000008574194,0.00016026822,0.0027126754,0.00086109503,0.00011111554,0.00007276966,0.8497709],"genre_scores_gemma":[0.051704466,0.00085083157,0.00093208277,0.000490786,0.00012610444,0.00019356412,0.00025740714,0.00018237307,0.9452624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775046,0.00040634387,0.00087394303,0.0004997473,0.00011043167,0.00035906324],"domain_scores_gemma":[0.99841213,0.00028711598,0.0008562517,0.0003497858,0.00002250389,0.000072203584],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039910217,0.00029459049,0.0010521538,0.00034699487,0.000030707408,0.0000027281476,0.00023723386,0.00036955625,0.05521642],"category_scores_gemma":[0.000047728066,0.0002477622,0.00009458072,0.00017050093,0.0007026587,0.00005587745,0.00010527086,0.00026355826,0.000013827181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017544237,0.00025631857,0.32532054,0.0005912064,0.0001371631,0.000008800535,0.003368382,8.2275034e-7,0.0000064398473,0.021900808,0.6464738,0.0017602302],"study_design_scores_gemma":[0.0035460962,0.0005372902,0.029395273,0.00011801373,0.00005643134,0.00001773298,0.0057752356,0.0000020171271,0.0000024805881,0.000511148,0.95957893,0.00045937902],"about_ca_topic_score_codex":0.011758439,"about_ca_topic_score_gemma":0.0025677122,"teacher_disagreement_score":0.31310505,"about_ca_system_score_codex":0.0003352327,"about_ca_system_score_gemma":0.00008171921,"threshold_uncertainty_score":0.99999744},"labels":[],"label_agreement":null},{"id":"W4392112249","doi":"10.1016/j.jad.2024.02.081","title":"Access to healthcare and depression severity in vulnerable groups the US: NHANES 2013–2018","year":2024,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Depression (economics); Spouse; Health care; Medicine; Ethnic group; Logistic regression; Multinomial logistic regression; National Health and Nutrition Examination Survey; Confounding; Gerontology; Psychiatry; Demography; Environmental health; Population","score_opus":0.022514933952438268,"score_gpt":0.388365293436865,"score_spread":0.36585035948442673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392112249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97824204,0.011297875,0.000096478085,0.0072005703,0.0017185593,0.0005408734,0.0000069728194,0.000012125396,0.0008844963],"genre_scores_gemma":[0.99842155,0.00057616894,0.000017587374,0.0006339097,0.00015725357,0.000044283643,0.0000015887799,0.000015256668,0.00013239404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987374,0.00038195678,0.00025630154,0.00020367198,0.0001695698,0.00025108934],"domain_scores_gemma":[0.99926245,0.00036775807,0.00009867151,0.00011710994,0.000040757637,0.00011322684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006100973,0.00013406588,0.0002081709,0.00020531844,0.00018893924,0.000103981205,0.0001978375,0.00007401839,0.00014202954],"category_scores_gemma":[0.000037884558,0.0000813121,0.000056785808,0.00036301944,0.000042189695,0.00041004625,0.000067957095,0.00043588167,0.000019137216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000736603,0.00040072756,0.547768,0.0003173664,0.00014329758,0.00014211345,0.010770614,0.000055521487,0.00004353757,0.00026155487,0.030381223,0.40897945],"study_design_scores_gemma":[0.0010670978,0.00057431316,0.98606724,0.0004449796,0.000031742322,0.0000887414,0.0032973567,0.000071293514,0.00009735362,0.003653757,0.0044554668,0.00015064843],"about_ca_topic_score_codex":0.0036792809,"about_ca_topic_score_gemma":0.00602776,"teacher_disagreement_score":0.43829924,"about_ca_system_score_codex":0.00010624668,"about_ca_system_score_gemma":0.000028232746,"threshold_uncertainty_score":0.55619967},"labels":[],"label_agreement":null},{"id":"W4392188202","doi":"10.1186/s12954-024-00971-6","title":"Structural stigma within inpatient care for people who inject drugs: implications for harm reduction","year":2024,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NOSM University; Western University","funders":"Government of Ontario","keywords":"Harm reduction; Health psychology; Stigma (botany); Social policy; Harm; Social stigma; Medicine; Psychiatry; Substance use; Public health; Psychology; Nursing; Family medicine; Human immunodeficiency virus (HIV); Social psychology; Political science","score_opus":0.043928400586661524,"score_gpt":0.39803236829040095,"score_spread":0.3541039677037394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392188202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97031325,0.0029653988,0.0015534844,0.0037406203,0.018724777,0.0018609291,0.00026839733,0.00013247856,0.00044065324],"genre_scores_gemma":[0.9913897,0.00007046668,0.0014392799,0.00004905565,0.0034147906,0.0008309645,0.00028379497,0.000051991632,0.0024699674],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9984098,0.000076510856,0.00055854244,0.00041706624,0.00015432226,0.00038376404],"domain_scores_gemma":[0.99903893,0.000049792845,0.00024744982,0.00020023834,0.0002709997,0.0001925914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024147239,0.00021214824,0.00024593374,0.00027826385,0.0011553754,0.00024081222,0.00014830068,0.00011491389,0.00037828737],"category_scores_gemma":[0.000015997191,0.00018288926,0.0002013234,0.00029825652,0.00004681952,0.00042714732,0.000017153063,0.00030511583,0.000028241519],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015790935,0.00027526708,0.00059833634,0.0011355188,0.0006118281,0.0000039151882,0.3732439,0.00036575753,0.0036926938,0.01663877,0.13184655,0.47000837],"study_design_scores_gemma":[0.0150879305,0.006439876,0.052481376,0.0018224654,0.0016097599,0.011687747,0.73479277,0.0023189925,0.022608047,0.05064043,0.09796607,0.0025445148],"about_ca_topic_score_codex":0.000054700602,"about_ca_topic_score_gemma":0.0000030145293,"teacher_disagreement_score":0.46746385,"about_ca_system_score_codex":0.00045958362,"about_ca_system_score_gemma":0.00013310113,"threshold_uncertainty_score":0.88863295},"labels":[],"label_agreement":null},{"id":"W4392211288","doi":"10.2196/50192","title":"Asynchronous Versus Synchronous Screening for Depression and Suicidality in a Primary Health Care System: Quality Improvement Study","year":2024,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Patient Health Questionnaire; Intervention (counseling); Quality of life (healthcare); Health care; Primary care; Psychiatry; Medical emergency; Family medicine; Depressive symptoms; Nursing; Anxiety","score_opus":0.04718954238192812,"score_gpt":0.44731193933329033,"score_spread":0.4001223969513622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392211288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615909,0.02108407,0.0002451568,0.00115972,0.0021498487,0.012332406,0.00045275787,0.00026539105,0.00071973674],"genre_scores_gemma":[0.9952851,0.000053867607,0.00046018336,0.0006482065,0.00018872946,0.002764309,0.00046561696,0.000055793833,0.000078177276],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99592125,0.0005612858,0.0011115078,0.0010575,0.00037753038,0.0009709129],"domain_scores_gemma":[0.99866486,0.00020974058,0.0002793463,0.00042499808,0.000023464943,0.0003975718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014892222,0.0003706556,0.00071141304,0.00021002108,0.0006780164,0.00009034073,0.00017233407,0.000110488836,0.000037381367],"category_scores_gemma":[0.0000030537847,0.00033342812,0.0000923438,0.00024356508,0.00004881408,0.00018900601,0.00014965984,0.00029075047,0.000017129132],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003984823,0.0018802624,0.045771517,0.0133110145,0.00014312005,0.00003798243,0.038988054,0.0000011436457,0.000014262398,0.00069761137,0.0013127305,0.8938575],"study_design_scores_gemma":[0.029104637,0.0191242,0.78924686,0.0022357171,0.000048724163,0.000035322868,0.15704252,0.00021055371,0.000038451177,0.00002208094,0.0020403417,0.00085059035],"about_ca_topic_score_codex":0.019172601,"about_ca_topic_score_gemma":0.0047158394,"teacher_disagreement_score":0.89300686,"about_ca_system_score_codex":0.0045066406,"about_ca_system_score_gemma":0.0003209999,"threshold_uncertainty_score":0.9999118},"labels":[],"label_agreement":null},{"id":"W4392247993","doi":"10.1097/yco.0000000000000924","title":"Access to mental health services in urban areas: examine the availability, affordability, and accessibility of mental health services in urban settings, particularly for individuals with intersecting marginalized identities","year":2024,"lang":"en","type":"article","venue":"Current Opinion in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Health services; Business; Environmental health; Geography; Economic growth; Psychology; Medicine; Psychiatry; Economics; Population","score_opus":0.04250708924228234,"score_gpt":0.4100451541947085,"score_spread":0.36753806495242614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392247993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95184803,0.026264215,0.00001838367,0.008033911,0.0081500895,0.005112095,0.00046071957,0.00005874052,0.00005383267],"genre_scores_gemma":[0.997153,0.00035435497,0.00027429694,0.0005306366,0.00022639813,0.000962477,0.0004353813,0.000041384363,0.000022059696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954983,0.00065379165,0.0015514091,0.0010951639,0.00040675237,0.0007945725],"domain_scores_gemma":[0.99850404,0.00023224481,0.00048907584,0.0005228047,0.00003934663,0.00021250862],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002599888,0.00042916654,0.0007141934,0.0005359912,0.00025382597,0.00032386315,0.000676903,0.00009904905,0.00009751506],"category_scores_gemma":[0.000006985912,0.00032324318,0.000093511815,0.0010112007,0.00014244141,0.00085415074,0.00040518248,0.00040088108,0.0000042962283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057066313,0.0011151178,0.9229908,0.015695637,0.00004916546,3.006769e-7,0.04871176,0.0000016382377,9.312664e-7,0.00049014034,0.003208593,0.007165258],"study_design_scores_gemma":[0.004318426,0.0008660118,0.93681175,0.012458427,0.0000138881105,0.000008404496,0.04072716,0.00024085103,0.000008110358,0.0014151102,0.0027951219,0.0003367204],"about_ca_topic_score_codex":0.0026564032,"about_ca_topic_score_gemma":0.008609164,"teacher_disagreement_score":0.045305,"about_ca_system_score_codex":0.00047386374,"about_ca_system_score_gemma":0.00021971106,"threshold_uncertainty_score":0.999922},"labels":[],"label_agreement":null},{"id":"W4392271781","doi":"10.1002/hsr2.1922","title":"Social domains of poor mental health: A qualitative pilot study of community stakeholders’ understanding and demarcation of mental illness and its interpretations in rural Nigeria","year":2024,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Fogarty International Center","keywords":"Mental illness; Mental health; Igbo; Psychology; Focus group; Qualitative research; Nursing; Psychiatry; Medicine; Sociology; Social science","score_opus":0.3278772635495746,"score_gpt":0.5181641546111503,"score_spread":0.1902868910615757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392271781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957992,0.00091104046,0.000034540106,0.001180377,0.00037196817,0.0015006814,0.000038761835,0.000012467242,0.00015097247],"genre_scores_gemma":[0.9997627,0.000048085574,0.000033939974,0.00006295661,0.0000060847465,0.00004731163,0.000019343095,0.0000074227946,0.000012137026],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975885,0.0005410773,0.0009802526,0.0002275992,0.00036816456,0.0002944116],"domain_scores_gemma":[0.99891967,0.00016456824,0.00061973877,0.00012875882,0.000044278757,0.00012298569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037678157,0.00011361149,0.00036650375,0.0003731479,0.0007193947,0.000019527673,0.00008260707,0.000022228895,0.000017499873],"category_scores_gemma":[0.000023393168,0.00010436476,0.00001705756,0.000689741,0.00044168907,0.00030291686,0.00008032694,0.00015055307,1.638475e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017601528,0.0016057721,0.03696921,0.0009007746,0.000030948377,0.0000056105687,0.9507478,3.853309e-7,0.0005843705,0.004664507,0.00008954668,0.004225057],"study_design_scores_gemma":[0.0008886096,0.0032739115,0.18955542,0.00043876536,0.000006663205,0.00004809642,0.8039843,0.00007478298,0.00011353987,0.0015231415,0.000002309315,0.000090475034],"about_ca_topic_score_codex":0.008101815,"about_ca_topic_score_gemma":0.0045206784,"teacher_disagreement_score":0.1525862,"about_ca_system_score_codex":0.000519194,"about_ca_system_score_gemma":0.00031684147,"threshold_uncertainty_score":0.9985033},"labels":[],"label_agreement":null},{"id":"W4392363237","doi":"10.1080/17482631.2024.2321644","title":"Caught between two worlds: mental health literacy and stigma among bicultural youth","year":2024,"lang":"en","type":"article","venue":"International Journal of Qualitative Studies on Health and Well-Being","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Mental health; Mental health literacy; Acculturation; Psychology; Stigma (botany); Collectivism; Social stigma; Literacy; Ethnic group; Mental illness; Psychiatry; Sociology; Individualism; Medicine; Political science; Pedagogy","score_opus":0.10535626362372011,"score_gpt":0.5324779860109465,"score_spread":0.42712172238722645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392363237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9131147,0.0312742,0.00004495155,0.05109589,0.003152487,0.00034183645,0.00010309832,0.000023928158,0.0008488546],"genre_scores_gemma":[0.9906283,0.004271832,0.00024385538,0.0032066,0.00089989445,0.000011570814,0.000060232123,0.00001828609,0.00065942795],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99719256,0.0005762124,0.0010877753,0.00031144838,0.0004668286,0.00036515525],"domain_scores_gemma":[0.9977934,0.0009852257,0.0005944388,0.00006316777,0.00017970787,0.00038407874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016421727,0.00024255252,0.00052399165,0.00036468226,0.00044139754,0.00013407356,0.00014124939,0.000033881734,0.0000321541],"category_scores_gemma":[0.000051387324,0.00017107175,0.000092310125,0.00015219036,0.00018731527,0.0004065843,0.00007339323,0.0003874636,0.000014767497],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041587974,0.00011173471,0.012956496,0.00031037297,0.0013593291,0.000078100784,0.8382301,0.0000010530667,0.0000010036143,0.018423192,0.005050247,0.1230625],"study_design_scores_gemma":[0.00938117,0.005584473,0.05657286,0.013299697,0.0001419954,0.00025518663,0.8687442,0.00007005778,0.00006902851,0.02933406,0.015694784,0.0008524773],"about_ca_topic_score_codex":0.0004773586,"about_ca_topic_score_gemma":0.000086538814,"teacher_disagreement_score":0.12221002,"about_ca_system_score_codex":0.00038402478,"about_ca_system_score_gemma":0.0000780908,"threshold_uncertainty_score":0.6976103},"labels":[],"label_agreement":null},{"id":"W4392523003","doi":"10.3389/978-2-8325-4571-3","title":"Community Series In Mental-Health-Related Stigma and Discrimination: Prevention, Role, and Management Strategies, volume II","year":2024,"lang":"en","type":"book","venue":"Frontiers research topics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; National Cancer Institute; Comisión Nacional de Investigación Científica y Tecnológica; Canadian Institutes of Health Research; National Institutes of Health; Agencia Nacional de Investigación y Desarrollo; Freistaat Sachsen; Science and Technology Commission of Shanghai Municipality; European Regional Development Fund; European Commission; Pontificia Universidad Católica de Chile; Department of Education of Zhejiang Province; Department of Science and Technology, Ministry of Science and Technology, India; Shanghai Municipal Education Commission; National Social Science Fund of China; University of Alabama; Bundesministerium für Bildung und Forschung; Alborz University of Medical Sciences","keywords":"Stigma (botany); Series (stratigraphy); Mental health; Volume (thermodynamics); Psychology; Psychiatry; Biology","score_opus":0.07405983126896629,"score_gpt":0.41746609042337685,"score_spread":0.3434062591544106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392523003","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008928459,0.12730506,0.00002870892,0.0608327,0.002560402,0.0055258325,0.00029953386,0.00012795097,0.79439133],"genre_scores_gemma":[0.00069201906,0.007522624,0.00033590762,0.000040063846,0.000098890036,0.00026458377,0.0009870626,0.00004283386,0.99001604],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970541,0.0008821664,0.00054510095,0.00048454138,0.00044806305,0.00058602705],"domain_scores_gemma":[0.9991994,0.000007864268,0.000113413626,0.00043443622,0.000052458305,0.00019244466],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013766467,0.0002838318,0.0004347862,0.0005720817,0.0010996507,0.0001990555,0.00029644286,0.00031734208,0.00029436118],"category_scores_gemma":[0.0000063775196,0.00027882602,0.00004351035,0.00022007241,0.00041638562,0.00028026235,0.00063157635,0.0014959287,0.00003371011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010290048,0.00020427622,0.00033573102,0.002122368,0.0002125208,0.0000622324,0.011002419,1.3189357e-7,7.9558596e-8,0.03825964,0.82550806,0.12218961],"study_design_scores_gemma":[0.0007973934,0.0007074635,0.011288997,0.00095532165,0.000031191055,0.000010463998,0.017175732,0.000025235748,3.1117366e-7,0.108834825,0.85995674,0.00021633453],"about_ca_topic_score_codex":0.0010137687,"about_ca_topic_score_gemma":0.0018576705,"teacher_disagreement_score":0.19562466,"about_ca_system_score_codex":0.0007516244,"about_ca_system_score_gemma":0.00018100122,"threshold_uncertainty_score":0.9999664},"labels":[],"label_agreement":null},{"id":"W4392550685","doi":"10.7870/cjcmh-2024-008","title":"The Mental Hygiene Challenge – A Novel Public Mental Health Intervention","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Mental hygiene; Intervention (counseling); Psychology; Public health; Hygiene; Psychiatry; Environmental health; Medicine; Nursing","score_opus":0.11483947764214614,"score_gpt":0.4179213247767757,"score_spread":0.30308184713462955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392550685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5633659,0.10732468,0.000075515825,0.30422533,0.015604477,0.001813831,0.0009992652,0.0000709538,0.0065200524],"genre_scores_gemma":[0.9937933,0.0015707399,0.00004635358,0.002714329,0.00025266642,0.000026454883,0.0002955511,0.000051203624,0.0012494125],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954859,0.0015101193,0.0012428968,0.00017946708,0.00041266077,0.0011689707],"domain_scores_gemma":[0.9968837,0.00017739028,0.00056420785,0.0004750872,0.00007709547,0.0018225055],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0041007153,0.00030945402,0.00046807138,0.00051723496,0.004613261,0.00032017572,0.0009457009,0.00009791956,0.00071456534],"category_scores_gemma":[0.000017270559,0.00024176796,0.00029161462,0.00042399138,0.0002267316,0.0004775233,0.0000941865,0.0014546715,0.000112662696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023546982,0.0014511353,0.0006579062,0.0004953998,0.0005021319,0.000044198634,0.080694325,3.4075168e-7,0.000011000193,0.029766703,0.1785487,0.70759267],"study_design_scores_gemma":[0.004894437,0.006363567,0.008138265,0.0018915604,0.000024468174,0.0017202775,0.08161243,0.000097317534,0.000020983252,0.0011717676,0.8936259,0.00043900343],"about_ca_topic_score_codex":0.072957285,"about_ca_topic_score_gemma":0.2561477,"teacher_disagreement_score":0.7150772,"about_ca_system_score_codex":0.0038394223,"about_ca_system_score_gemma":0.0016852068,"threshold_uncertainty_score":0.9999847},"labels":[],"label_agreement":null},{"id":"W4392582415","doi":"10.1007/s12310-024-09644-y","title":"A Survey of Educator’s Mental Health Literacy in Nova Scotia, Canada: Identifying Patterns by Training and Experience","year":2024,"lang":"en","type":"article","venue":"School Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; St. Francis Xavier University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Vignette; Mental health literacy; Mental health; Nova scotia; Identification (biology); Medical education; Psychology; Medicine; Applied psychology; Mental illness; Psychiatry; Social psychology","score_opus":0.07494244329417815,"score_gpt":0.44480755147410755,"score_spread":0.3698651081799294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392582415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96101665,0.028751168,0.000011820327,0.0039694044,0.0035822752,0.001067194,0.0014126153,0.000033245346,0.00015560807],"genre_scores_gemma":[0.99614704,0.0003509229,0.00007754889,0.0021263496,0.000061579696,0.000050394363,0.0007103739,0.000038709553,0.00043708208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99663824,0.00045761012,0.0009589495,0.0006817897,0.00039062096,0.0008727791],"domain_scores_gemma":[0.9987692,0.000106087486,0.00022553933,0.00024859374,0.0000184232,0.00063214294],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009777428,0.00028282398,0.0005172131,0.0002157959,0.00023725463,0.00008760466,0.00020515647,0.000060211845,0.00096931675],"category_scores_gemma":[0.00000972072,0.00028095816,0.00003586192,0.00046529353,0.0000618064,0.00036366613,0.000082317754,0.00034878307,0.000028273811],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010430808,0.00039428816,0.7344702,0.0011149471,0.000045059598,0.000022569988,0.054037567,7.239516e-8,0.00003288147,0.00008172101,0.035388716,0.17430766],"study_design_scores_gemma":[0.0015119399,0.0004575838,0.97212625,0.002072517,0.0000031701236,0.00005910807,0.02181807,0.000052794217,0.000082202576,0.000013301587,0.0014861578,0.00031691155],"about_ca_topic_score_codex":0.9627756,"about_ca_topic_score_gemma":0.8878617,"teacher_disagreement_score":0.23765604,"about_ca_system_score_codex":0.0016834018,"about_ca_system_score_gemma":0.0014962758,"threshold_uncertainty_score":0.99996424},"labels":[],"label_agreement":null},{"id":"W4392598397","doi":"10.1186/s13690-024-01257-w","title":"Validation and evaluation of school-based mental health literacy training program \"The Guide Cymru\" in Iranian adolescent students aged 13–15: study protocol","year":2024,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Shahid Sadoughi University of Medical Sciences","keywords":"Mental health; Mental health literacy; Curriculum; Medical education; Stratified sampling; Literacy; Medicine; Health literacy; Psychology; Pedagogy; Psychiatry; Mental illness; Health care; Political science","score_opus":0.1931873731513103,"score_gpt":0.5480744993059459,"score_spread":0.3548871261546356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392598397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8652636,0.00043100488,0.00005916626,0.007201862,0.00018640976,0.1263365,0.00003499967,0.00005798099,0.00042851956],"genre_scores_gemma":[0.9546221,0.0000097068005,0.0005636684,0.00041852673,0.000051754487,0.04411884,0.00011221627,0.000023125103,0.00008007987],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9939431,0.0030258037,0.0011976331,0.00047572024,0.00081359735,0.0005441544],"domain_scores_gemma":[0.9987403,0.00018172563,0.00041289534,0.00033286013,0.00004581111,0.0002864113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067852126,0.00019747365,0.0003788008,0.0004645825,0.0003062293,0.0001033261,0.00029009682,0.0000333494,0.00011781858],"category_scores_gemma":[0.000052182375,0.00014967448,0.00005869916,0.00046095156,0.0000991325,0.00024249432,0.000090498506,0.0002714022,0.0000032603891],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012544995,0.0040120804,0.14133425,0.0008027369,0.000053008425,0.0000012456815,0.08036191,0.0000034600305,0.0000071644827,0.00008995727,0.00023607793,0.77297264],"study_design_scores_gemma":[0.0072583123,0.0037007045,0.97601545,0.00094351306,0.000014811948,0.0000028962736,0.007892689,0.002047081,0.0000098601695,0.00013787129,0.0018613305,0.00011545501],"about_ca_topic_score_codex":0.0016088799,"about_ca_topic_score_gemma":0.0006112634,"teacher_disagreement_score":0.8346812,"about_ca_system_score_codex":0.00025945934,"about_ca_system_score_gemma":0.0009929601,"threshold_uncertainty_score":0.6103548},"labels":[],"label_agreement":null},{"id":"W4392665319","doi":"10.1177/00469580241237112","title":"Group Psychological Treatment Preferences of Individuals Living With Chronic Disease: Brief Report of a Saskatchewan-Based Cross-Sectional Survey","year":2024,"lang":"en","type":"article","venue":"INQUIRY The Journal of Health Care Organization Provision and Financing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Regina","funders":"Saskatchewan Health Research Foundation","keywords":"Evening; Psychological distress; Disease; Medicine; Chronic disease; Clinical psychology; Distress; Support group; Psychology; Psychiatry; Anxiety; Family medicine; Internal medicine","score_opus":0.054682208611578874,"score_gpt":0.3972043694829791,"score_spread":0.34252216087140025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392665319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846536,0.010259978,0.0035628076,0.00019517174,0.00084363116,0.00041579152,0.000041416577,0.000016755332,0.000010885512],"genre_scores_gemma":[0.9992424,0.00024910044,0.00015683743,0.000083918196,0.00011306559,0.0000061301107,0.00006364865,0.00001989774,0.000064948195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977201,0.00047946177,0.0010362417,0.00023172109,0.00034348937,0.00018897215],"domain_scores_gemma":[0.99788576,0.00048929866,0.0009761888,0.0001862272,0.00035921315,0.00010330653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015780254,0.00015310496,0.00033598416,0.00015903712,0.00024688264,0.000045062174,0.00012868743,0.00010092783,0.0001501863],"category_scores_gemma":[0.00010950261,0.00008607245,0.00004485962,0.0004707007,0.00015284798,0.00015110608,0.00002574534,0.0001902124,0.0000011598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016500294,0.00027091254,0.9630923,0.00049653294,0.000050382798,0.000023817416,0.008764423,0.00005874444,0.000030904124,0.000047005855,0.00011775486,0.026882181],"study_design_scores_gemma":[0.0007382105,0.002825417,0.99363387,0.00072821486,0.000031502248,0.000167354,0.0015718695,0.000012856327,0.00008121488,0.000021147473,0.000113078924,0.0000752933],"about_ca_topic_score_codex":0.0004463105,"about_ca_topic_score_gemma":0.00015210858,"teacher_disagreement_score":0.030541504,"about_ca_system_score_codex":0.00025250122,"about_ca_system_score_gemma":0.00078934606,"threshold_uncertainty_score":0.35099325},"labels":[],"label_agreement":null},{"id":"W4392699804","doi":"10.1177/13634615241233683","title":"Cultural pathways to psychosis care: Patient and caregiver narratives from Puebla, Mexico","year":2024,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"National Institute on Minority Health and Health Disparities; Foundation for Psychocultural Research","keywords":"Conceptualization; Narrative; Psychology; Aggression; Psychiatry; Psychosis; Thematic analysis; Mental illness; Mental health; Clinical psychology; Qualitative research; Sociology","score_opus":0.024319058955414103,"score_gpt":0.32765384060592434,"score_spread":0.30333478165051025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392699804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9366086,0.03725711,0.000032467506,0.0064762766,0.0075713294,0.000875162,0.00038304215,0.00027424825,0.0105217695],"genre_scores_gemma":[0.996338,0.00010635799,0.00092045654,0.0010395112,0.0004755723,0.00025941303,0.00022279452,0.000039540093,0.0005983165],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997941,0.00008706813,0.0003774128,0.0008479337,0.00026067015,0.00048588892],"domain_scores_gemma":[0.9992692,0.000025611449,0.000041853553,0.00028430985,0.000049028844,0.0003300191],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003563974,0.0004100466,0.00031197583,0.00008758825,0.0003236511,0.0001873898,0.00020389102,0.00017488001,0.0011855132],"category_scores_gemma":[8.6649345e-7,0.0002763176,0.00020097132,0.00030537043,0.000083165134,0.00032496807,0.00002174972,0.00027334204,0.00056883995],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004904796,0.00030092613,0.013512011,0.00023830154,0.0005780972,0.000048985818,0.7934571,0.0000027979513,0.0010289517,0.008404708,0.0735757,0.10836196],"study_design_scores_gemma":[0.0056558503,0.0029544968,0.24859256,0.0015259695,0.00053027296,0.00009090532,0.54318064,0.000018455472,0.0012938725,0.004576008,0.18892653,0.00265441],"about_ca_topic_score_codex":0.0011522681,"about_ca_topic_score_gemma":0.0011571086,"teacher_disagreement_score":0.25027642,"about_ca_system_score_codex":0.000082928294,"about_ca_system_score_gemma":0.000017613747,"threshold_uncertainty_score":0.9999689},"labels":[],"label_agreement":null},{"id":"W4392859298","doi":"10.3389/fpsyt.2024.1363160","title":"Commentary: Predictors of professional help-seeking intention toward depression among community-dwelling populations: a structural equation modeling analysis","year":2024,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Waypoint Centre for Mental Health Care; Toronto Western Hospital; McMaster University; University of Toronto; University Health Network","funders":"","keywords":"Structural equation modeling; Depression (economics); Psychology; Clinical psychology; Social psychology; Psychiatry; Statistics; Mathematics","score_opus":0.04913958193489744,"score_gpt":0.36758348484254744,"score_spread":0.31844390290765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392859298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85778487,0.0035565826,0.114119664,0.00041251266,0.023367023,0.0004823566,0.00003308198,0.000078265475,0.00016563378],"genre_scores_gemma":[0.9894324,0.000021010414,0.009196199,0.00012306805,0.00018169472,0.000082595776,0.00086437195,0.000025420442,0.00007326933],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99787396,0.000501526,0.00074022904,0.00031513642,0.00028386564,0.0002852642],"domain_scores_gemma":[0.9993489,0.000049336355,0.00019437166,0.00030249511,0.000034218727,0.00007068624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000573732,0.00019914338,0.00033475365,0.0009545695,0.0003269385,0.00004093559,0.00023428554,0.00017207029,0.00012552616],"category_scores_gemma":[0.000008499771,0.00017958246,0.0001884716,0.0010061109,0.000053335683,0.0003845703,0.000069638576,0.0005685367,0.0000027564734],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014794825,0.00018727034,0.9804982,0.00023879856,0.00043053483,0.000001620208,0.0048450185,0.00455297,0.0000040856844,0.00040980996,0.0034504896,0.0052332436],"study_design_scores_gemma":[0.0006179158,0.00005632431,0.34937486,0.0007879661,0.00043354812,0.0000010070024,0.012493034,0.62693286,0.00000529238,0.009123978,0.000009838278,0.00016336983],"about_ca_topic_score_codex":0.0027653628,"about_ca_topic_score_gemma":0.0005311688,"teacher_disagreement_score":0.63112336,"about_ca_system_score_codex":0.00018858066,"about_ca_system_score_gemma":0.00002326717,"threshold_uncertainty_score":0.732316},"labels":[],"label_agreement":null},{"id":"W4392922254","doi":"10.3389/fpsyt.2024.1360356","title":"Leveraging neuroscience education to address stigma related to opioid use disorder in the community: a pilot study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health; University of Alberta","funders":"National Institute of Mental Health","keywords":"Opioid use disorder; Stigma (botany); Perspective (graphical); Addiction; Psychology; Psychiatry; Opioid overdose; Event (particle physics); Social stigma; Medicine; Opioid; Clinical psychology; Family medicine","score_opus":0.050863067658912395,"score_gpt":0.38464563791910406,"score_spread":0.33378257026019165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392922254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9591005,0.0013607556,0.00021919762,0.0038457413,0.031963088,0.0020642045,0.000008445308,0.000057786023,0.0013802957],"genre_scores_gemma":[0.9932823,0.000010559613,0.0007611851,0.00418689,0.000062220846,0.0006111036,0.0000121408475,0.000024706564,0.0010488592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979786,0.00070327806,0.00035356765,0.00039828537,0.00020277088,0.00036348094],"domain_scores_gemma":[0.9991973,0.00008337634,0.00003513788,0.00057998183,0.00001153856,0.00009265716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000678674,0.00017201428,0.0001684766,0.0005227432,0.00029957265,0.00017102055,0.0006108547,0.00003847361,0.00003813813],"category_scores_gemma":[0.000027443011,0.00013719594,0.00002390332,0.0016078108,0.000032595406,0.00021999702,0.000088407534,0.0005866819,0.000060142454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014906519,0.00390993,0.8446677,0.00004563084,0.000011231752,0.0000113997485,0.04034807,0.00003547743,0.0000026104806,0.0005162282,0.07668222,0.03362047],"study_design_scores_gemma":[0.0006154474,0.0010076448,0.94853234,0.00020358151,0.0000147777355,0.0000055824466,0.042616468,0.000071765884,2.8788816e-7,0.001474528,0.00529589,0.00016169834],"about_ca_topic_score_codex":0.0049440265,"about_ca_topic_score_gemma":0.001975188,"teacher_disagreement_score":0.10386466,"about_ca_system_score_codex":0.00011582021,"about_ca_system_score_gemma":0.00007721179,"threshold_uncertainty_score":0.74739224},"labels":[],"label_agreement":null},{"id":"W4392949670","doi":"10.3389/fpsyt.2024.1395869","title":"Editorial: Building resilience through healing communities","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychological intervention; Resilience (materials science); Indigenous; Task (project management); Mental health; Community resilience; Psychological resilience; Psychology; Psychotherapist; Psychiatry; Computer science; Engineering; Ecology","score_opus":0.015056029401802729,"score_gpt":0.3657934710445568,"score_spread":0.35073744164275406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392949670","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032232315,0.04125285,0.00036985206,0.00041115278,0.9458231,0.00066641124,0.0003073223,0.00024966287,0.0105973305],"genre_scores_gemma":[0.00026320206,0.0013670707,0.010471781,0.0001651847,0.9831423,0.00032259416,0.000524099,0.00017293917,0.003570801],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995928,0.00038222224,0.00097244297,0.00081858836,0.00091504736,0.0009836806],"domain_scores_gemma":[0.99805516,0.00038159447,0.0003333851,0.0010295939,0.00007322896,0.00012703692],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007535096,0.0006563377,0.00090093934,0.0004897923,0.0003917586,0.0001956628,0.0011960535,0.0018137645,0.00019370134],"category_scores_gemma":[0.00004111245,0.0006510382,0.00022492041,0.00060337974,0.00021261489,0.00027022537,0.0002208805,0.0031566233,0.00020134062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002599055,0.0002143197,0.0018053685,0.00080784835,0.00015178096,0.000016680837,0.0026404662,0.000004866887,9.068892e-8,0.0012507089,0.9912097,0.0016382837],"study_design_scores_gemma":[0.0010761793,0.00016929014,0.00002962076,0.0018653712,0.00010417729,0.0000015889583,0.006543008,0.000012971329,6.009127e-7,0.019310322,0.9703428,0.00054403656],"about_ca_topic_score_codex":0.004613126,"about_ca_topic_score_gemma":0.00061603833,"teacher_disagreement_score":0.03988578,"about_ca_system_score_codex":0.0005539639,"about_ca_system_score_gemma":0.0003675334,"threshold_uncertainty_score":0.9995941},"labels":[],"label_agreement":null},{"id":"W4393039809","doi":"10.1007/s10488-024-01366-2","title":"Barriers to Mental Health care in Canada Identified by Healthcare Providers: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"CINAHL; PsycINFO; Mental health; MEDLINE; Psychological intervention; Health care; Nursing; Medicine; Mental healthcare; Cochrane Library; Psychology; Psychiatry; Political science","score_opus":0.09812265580213543,"score_gpt":0.5736310248670792,"score_spread":0.47550836906494376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393039809","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008494385,0.8961505,5.105582e-8,0.07630287,0.00095853466,0.02152191,0.00397135,0.000040600182,0.00020474104],"genre_scores_gemma":[0.003181749,0.9419947,0.000026857759,0.04390134,0.00018442591,0.0025262912,0.0075832894,0.00011518884,0.00048612073],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873494,0.0030952604,0.003376958,0.0019109888,0.0013159157,0.0029514886],"domain_scores_gemma":[0.99324626,0.00017125566,0.0007539153,0.00058511016,0.000055956923,0.0051875054],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027661675,0.0009763428,0.0028014858,0.0013012502,0.0017260736,0.00025357187,0.000547355,0.00029646323,0.00015417265],"category_scores_gemma":[0.000014341801,0.00091141195,0.00013646463,0.002162989,0.00013327086,0.0003182024,0.00038687236,0.0015520304,0.00006577509],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00021536964,0.000108610875,0.00020121367,0.46683145,0.000030120747,0.000020970332,0.02027841,4.6808086e-9,2.5729431e-8,0.00014396249,0.023967706,0.48820218],"study_design_scores_gemma":[0.0013310068,0.0025793577,0.000037027283,0.37593886,0.000011045562,0.0001285829,0.04759063,0.0000027967696,3.7090717e-7,0.000009713815,0.57184845,0.00052217237],"about_ca_topic_score_codex":0.9035052,"about_ca_topic_score_gemma":0.9684261,"teacher_disagreement_score":0.5478807,"about_ca_system_score_codex":0.0132660065,"about_ca_system_score_gemma":0.037672114,"threshold_uncertainty_score":0.9995735},"labels":[],"label_agreement":null},{"id":"W4393043279","doi":"10.7202/1109835ar","title":"Les interventions de courte durée offertes par les centres locaux de services communautaires (CLSC) aux personnes traversant un épisode de troubles anxieux ou dépressifs : une étude longitudinale au Québec","year":2023,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; Université de Sherbrooke; Université du Québec à Montréal","funders":"","keywords":"Anxiety; Psychological intervention; Mental health; Context (archaeology); Mood; Psychosocial; Quality of life (healthcare); Intervention (counseling); Clinical psychology; Psychology; Longitudinal study; Medicine; Psychiatry; Psychotherapist","score_opus":0.061053865578810824,"score_gpt":0.37773347449493333,"score_spread":0.3166796089161225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393043279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94565284,0.032192167,0.000119274235,0.016497668,0.0009999999,0.0011930012,0.00072867604,0.00047205793,0.0021443074],"genre_scores_gemma":[0.9897737,0.002274115,0.00026707855,0.00047410425,0.0006204349,0.00049210264,0.00045784027,0.00019526892,0.0054453756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99303216,0.0013255401,0.001307976,0.0010982491,0.00053916895,0.0026969053],"domain_scores_gemma":[0.9966107,0.00090389384,0.00065704435,0.0009648116,0.00010062273,0.0007629239],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008694977,0.0010794512,0.0010921672,0.00043414367,0.0033032964,0.00025151926,0.0013862964,0.000545857,0.0027956804],"category_scores_gemma":[0.000042155072,0.0010769519,0.0008523447,0.00072164426,0.0012161913,0.0005312881,0.0004898764,0.0007153002,0.0006329033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006951886,0.0037762404,0.776193,0.0034098558,0.0015428355,0.00052173,0.07691827,0.00012103912,0.001804997,0.0006287439,0.0024097348,0.13197833],"study_design_scores_gemma":[0.004602954,0.0008692155,0.86818665,0.0033269883,0.0011850477,0.00024741035,0.10654099,0.0012633122,0.007735784,0.00045412002,0.004609617,0.0009778788],"about_ca_topic_score_codex":0.98409766,"about_ca_topic_score_gemma":0.990788,"teacher_disagreement_score":0.13100046,"about_ca_system_score_codex":0.005522877,"about_ca_system_score_gemma":0.0015311782,"threshold_uncertainty_score":0.9991681},"labels":[],"label_agreement":null},{"id":"W4393091234","doi":"10.3389/fpsyt.2024.1349476","title":"Empowering Chinese university health service providers to become mental health champions: insights from the ACE-LYNX intervention","year":2024,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regent Park Community Health Centre; Toronto Metropolitan University; University of Toronto","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"Mental health; Empowerment; Mental health literacy; Intervention (counseling); Focus group; Nursing; Psychology; Service provider; Medicine; Medical education; Mental illness; Service (business); Psychiatry; Political science; Sociology; Business","score_opus":0.012657724783976776,"score_gpt":0.34729998174609605,"score_spread":0.3346422569621193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393091234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7609727,0.03795658,0.0014769338,0.14196274,0.054306306,0.0020755876,0.0002302994,0.00022450199,0.000794386],"genre_scores_gemma":[0.9768158,0.0004866115,0.0050404277,0.0148011455,0.0006393218,0.00007438157,0.00049799343,0.000070949216,0.0015733321],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99785566,0.00035280726,0.00046555974,0.00062808295,0.00020740154,0.0004904988],"domain_scores_gemma":[0.99914116,0.000039507646,0.00013863426,0.00042433743,0.000013100309,0.00024325034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030607946,0.0002670625,0.00033804853,0.00030936042,0.00045928734,0.000074987285,0.00044481203,0.00009690879,0.00019776609],"category_scores_gemma":[0.0000034820714,0.00021097239,0.00012822555,0.000998263,0.000034712597,0.0003039388,0.00012905251,0.0003799552,0.00016259603],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062976073,0.0008005951,0.17990519,0.0005306974,0.00031227685,0.000020740676,0.063090585,0.000012852196,0.0000016124532,0.001898481,0.6801258,0.07267145],"study_design_scores_gemma":[0.005645747,0.0010857441,0.5768119,0.003239596,0.000039588962,0.000016622073,0.11722987,0.0010152494,0.000001347555,0.0076380605,0.28646216,0.0008140926],"about_ca_topic_score_codex":0.011571899,"about_ca_topic_score_gemma":0.014774808,"teacher_disagreement_score":0.3969067,"about_ca_system_score_codex":0.0007733689,"about_ca_system_score_gemma":0.00016405722,"threshold_uncertainty_score":0.99501014},"labels":[],"label_agreement":null},{"id":"W4393148222","doi":"10.21037/jphe-2023-apru-ab013","title":"AB013. Major depressive disorder and its risk factors in low- and middle-income countries","year":2024,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Low and middle income countries; Psychology; Demographic economics; Socioeconomics; Developing country; Economics; Economic growth","score_opus":0.04830565257905972,"score_gpt":0.37579026638297675,"score_spread":0.327484613803917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393148222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8551175,0.13875385,0.000019903957,0.0043994538,0.0012739947,0.00022109077,0.0000379047,0.000010124294,0.00016619447],"genre_scores_gemma":[0.9611188,0.038142785,0.000014584037,0.00012411688,0.0001529919,0.000010846294,0.000004527281,0.000014296879,0.0004170384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981984,0.00021611348,0.0007381828,0.00021500404,0.00017191356,0.0004604062],"domain_scores_gemma":[0.9988155,0.00011840528,0.00028433456,0.00007311679,0.00005613752,0.00065253524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000807008,0.00016237814,0.0003221371,0.00033695134,0.00023070378,0.0000649771,0.0000783561,0.00009233939,0.00067582953],"category_scores_gemma":[0.00006556215,0.00011550532,0.000037447975,0.00023027216,0.000036942332,0.00046745193,0.000036048597,0.00032381082,0.000007947607],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005489692,0.00010772098,0.9764383,0.0015159857,0.00007894053,0.00004871936,0.006178065,1.7499157e-7,4.144433e-7,0.0012955805,0.0004939545,0.013787282],"study_design_scores_gemma":[0.0017664281,0.00065594335,0.98328704,0.000629232,0.000027038855,0.00009945546,0.0026994399,0.00008397187,0.0000025618974,0.00077790045,0.00979525,0.00017571944],"about_ca_topic_score_codex":0.0008477224,"about_ca_topic_score_gemma":0.00034297924,"teacher_disagreement_score":0.106001325,"about_ca_system_score_codex":0.000054990865,"about_ca_system_score_gemma":0.0001318289,"threshold_uncertainty_score":0.73998594},"labels":[],"label_agreement":null},{"id":"W4393164092","doi":"10.1007/s11469-024-01285-1","title":"Characteristics and Risk of Adverse Mental Health Events Amongst Users of the National Overdose Response Service (NORS) Telephone Hotline","year":2024,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Hotline; Mental health; Medicine; Odds; Psychiatry; Adverse effect; Public health; Medical emergency; Nursing; Internal medicine; Logistic regression","score_opus":0.01799161164467846,"score_gpt":0.3650754367134061,"score_spread":0.34708382506872765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393164092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849509,0.0022516057,0.000016119251,0.007668821,0.0031878813,0.00031777707,0.001559984,0.000008180647,0.00003870066],"genre_scores_gemma":[0.99430865,0.004051202,0.00010626721,0.0010011434,0.00022585184,0.000004943144,0.000105854255,0.000013349195,0.00018271976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787176,0.00030447944,0.0008595911,0.00016048262,0.00063924975,0.00016442747],"domain_scores_gemma":[0.9984381,0.00013399101,0.0009940366,0.0000610828,0.00017636525,0.00019641547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010259257,0.00013115395,0.00024179483,0.00023545268,0.00017310258,0.000011419757,0.00014793567,0.00005303587,0.00012373347],"category_scores_gemma":[0.000030960648,0.00009748232,0.000082124614,0.00016239146,0.00006685753,0.0002388683,0.000061418985,0.00022908836,0.0000038627413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.033152156,0.0025814225,0.7121729,0.0008272779,0.0022624673,0.000027358537,0.023943763,0.000018330124,0.0012992002,0.00081433036,0.02197647,0.20092428],"study_design_scores_gemma":[0.0036509598,0.0011577553,0.98245114,0.0014973531,0.00003649402,0.00034493642,0.0015168013,0.0004178611,0.00016778467,0.00011194118,0.008547301,0.00009969569],"about_ca_topic_score_codex":0.00060681964,"about_ca_topic_score_gemma":0.00006850978,"teacher_disagreement_score":0.27027816,"about_ca_system_score_codex":0.000402625,"about_ca_system_score_gemma":0.00027536775,"threshold_uncertainty_score":0.39752135},"labels":[],"label_agreement":null},{"id":"W4393177920","doi":"10.2196/59479","title":"The Opportunities and Risks of Large Language Models in Mental Health","year":2024,"lang":"en","type":"preprint","venue":"JMIR Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Business; Psychology; Psychiatry","score_opus":0.15893909508130885,"score_gpt":0.49641730533709827,"score_spread":0.3374782102557894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393177920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8456388,0.10459935,0.0000025692354,0.030461326,0.0029344836,0.0052670124,0.0039721164,0.00010580278,0.0070185326],"genre_scores_gemma":[0.97653115,0.014751167,0.00006309116,0.0019739254,0.00013451344,0.0007348717,0.0010700596,0.00007022241,0.0046709958],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99626094,0.0005637098,0.0011293361,0.0006872161,0.0003970335,0.0009617681],"domain_scores_gemma":[0.99839705,0.00008407376,0.00058657234,0.00056414783,0.000014200917,0.0003539729],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014278174,0.000433845,0.00075302704,0.00025744148,0.0005013886,0.00006582207,0.00034266696,0.00022300975,0.00016465933],"category_scores_gemma":[0.0000013429977,0.0003297035,0.00012416413,0.00013902463,0.00016091141,0.0000711296,0.0009564417,0.000924486,0.000030993102],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011850263,0.0026688261,0.0025820702,0.01053339,0.0003753474,0.000105906896,0.275305,0.0000045863044,0.000005359076,0.07921844,0.09428625,0.5337298],"study_design_scores_gemma":[0.023334468,0.007314271,0.06281606,0.020286137,0.00011844524,0.00035044795,0.71635497,0.006278548,0.00013342735,0.053749602,0.10559744,0.0036662042],"about_ca_topic_score_codex":0.01628254,"about_ca_topic_score_gemma":0.0051327534,"teacher_disagreement_score":0.53006357,"about_ca_system_score_codex":0.00079424254,"about_ca_system_score_gemma":0.00039993963,"threshold_uncertainty_score":0.9999155},"labels":[],"label_agreement":null},{"id":"W4393182200","doi":"10.1007/s40258-024-00879-z","title":"The Hidden Toll of Psychological Distress in Australian Adults and Its Impact on Health-Related Quality of Life Measured as Health State Utilities","year":2024,"lang":"en","type":"article","venue":"Applied Health Economics and Health Policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"University of Southern Queensland","keywords":"Mental health; Marital status; Quality of life (healthcare); Public health; Population; Demography; Health economics; Population health; Confounding; Distress; Psychological intervention; Medicine; Gerontology; Psychology; Environmental health; Clinical psychology; Psychiatry","score_opus":0.14995088476074273,"score_gpt":0.49919775364733393,"score_spread":0.3492468688865912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393182200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.852321,0.018229568,5.820871e-7,0.12480597,0.000327985,0.0024357284,0.0009535787,0.000043862958,0.00088170567],"genre_scores_gemma":[0.9585597,0.033406995,0.000023718698,0.007391211,0.00010380052,0.00016361555,0.0001049304,0.000040936928,0.00020510126],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99403477,0.0006450737,0.0029890204,0.00078927114,0.00016952133,0.0013723276],"domain_scores_gemma":[0.99642396,0.0005579375,0.0013627035,0.00045993362,0.000027675083,0.0011678198],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038536696,0.0004088534,0.0014957945,0.00034406208,0.00051804294,0.000050542876,0.000222224,0.00018605057,0.000060665883],"category_scores_gemma":[0.000024348123,0.00030562605,0.00010518807,0.00031369837,0.00022375502,0.00007630659,0.000067941146,0.00054724375,0.000021848096],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035127974,0.0007383677,0.0046704733,0.0062992205,0.00015009133,0.0000018568115,0.020805592,0.000015059127,5.559757e-7,0.4288692,0.004717492,0.5302193],"study_design_scores_gemma":[0.007129866,0.0064159785,0.9503758,0.0010554431,0.000005833246,0.00001970752,0.005329029,0.00015916073,0.0000049189734,0.023602104,0.0054069804,0.0004951643],"about_ca_topic_score_codex":0.16666237,"about_ca_topic_score_gemma":0.014415357,"teacher_disagreement_score":0.94570535,"about_ca_system_score_codex":0.0008902602,"about_ca_system_score_gemma":0.0014513236,"threshold_uncertainty_score":0.99993956},"labels":[],"label_agreement":null},{"id":"W4393321789","doi":"10.1055/a-2244-7468","title":"Diskriminierungssensible Psychotherapie: Wie hoch ist das Privilegienbewusstsein von Psychotherapeut*innen in Deutschland?","year":2024,"lang":"de","type":"article","venue":"PPmP - Psychotherapie · Psychosomatik · Medizinische Psychologie","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Privilege (computing); Heterosexism; Psychology; Oppression; Mental health; Racism; White privilege; Psychotherapist; Clinical psychology; Social psychology; Gender studies; Psychoanalysis; Homosexuality; Sociology; Political science; Politics","score_opus":0.053099031842895196,"score_gpt":0.4218877437649211,"score_spread":0.3687887119220259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393321789","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21645455,0.4606476,0.0037192507,0.054044817,0.12331744,0.013400704,0.0015109061,0.003916671,0.12298804],"genre_scores_gemma":[0.67981976,0.22270428,0.009564385,0.028838545,0.019828636,0.0073297927,0.0017805413,0.004001387,0.026132703],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96933264,0.003246104,0.007125772,0.009505762,0.0033424543,0.007447257],"domain_scores_gemma":[0.98492646,0.0023735764,0.0020262564,0.007871389,0.00034958663,0.0024527141],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005247701,0.00554567,0.004741589,0.004764412,0.0013564359,0.0022170965,0.0058712056,0.0045176754,0.023398668],"category_scores_gemma":[0.000098237855,0.0051457197,0.0022514137,0.008113496,0.002124022,0.0020790345,0.00020827207,0.0062998338,0.026584607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021395573,0.021520933,0.015695868,0.0042805295,0.010535829,0.0029135977,0.03823338,0.000014818173,0.007926979,0.016635565,0.495361,0.3654859],"study_design_scores_gemma":[0.026009195,0.005812619,0.019827597,0.008673467,0.0010276366,0.0003813198,0.0024289687,0.00041747384,0.0006214113,0.017719427,0.9106548,0.006426087],"about_ca_topic_score_codex":0.000741053,"about_ca_topic_score_gemma":0.0008402345,"teacher_disagreement_score":0.4633652,"about_ca_system_score_codex":0.0009791062,"about_ca_system_score_gemma":0.0006245677,"threshold_uncertainty_score":0.9999437},"labels":[],"label_agreement":null},{"id":"W4393430626","doi":"10.2196/preprints.58992","title":"Results of a Formative Process Evaluation of Canada’s Student Mental Health Network (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preprint; Formative assessment; Mental health; Process (computing); Psychology; Medical education; Sociology; Mathematics education; Computer science; Medicine; Psychiatry; World Wide Web","score_opus":0.06457693542156735,"score_gpt":0.4614987419918604,"score_spread":0.3969218065702931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393430626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8166383,0.003796632,0.000013111461,0.0033391614,0.0046261293,0.0062755477,0.00083279,0.000047888458,0.16443042],"genre_scores_gemma":[0.99689084,0.00004518519,0.000099072226,0.00020506127,0.00012247775,0.0004672333,0.00046432545,0.000022137712,0.0016836602],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9959506,0.00041887077,0.001424103,0.00057074724,0.0012144232,0.00042128918],"domain_scores_gemma":[0.99785584,0.00007775825,0.001091018,0.0005422545,0.00029844907,0.0001346878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026281334,0.0002831452,0.00062479405,0.00010268455,0.00009567977,0.000014484367,0.00036375862,0.00014633808,0.00076888775],"category_scores_gemma":[0.000016111277,0.000233376,0.00009813127,0.00016896521,0.00003896564,0.000033441826,0.00057488814,0.00039428636,0.000014100628],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034534703,0.003633707,0.0066985297,0.013199702,0.0038654043,0.000014757274,0.22563179,0.015309397,0.000003489283,0.010674098,0.5219248,0.19559087],"study_design_scores_gemma":[0.05171332,0.007336186,0.4942868,0.03252487,0.0028308346,0.000065217384,0.21541242,0.035049375,0.004805583,0.14406277,0.0071735866,0.004739034],"about_ca_topic_score_codex":0.4686879,"about_ca_topic_score_gemma":0.5586866,"teacher_disagreement_score":0.5147512,"about_ca_system_score_codex":0.0012789295,"about_ca_system_score_gemma":0.0030827508,"threshold_uncertainty_score":0.95167977},"labels":[],"label_agreement":null},{"id":"W4393902704","doi":"10.1503/jpn.230161","title":"Public discourse on mental health: a critical view","year":2024,"lang":"en","type":"editorial","venue":"Journal of Psychiatry and Neuroscience","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Mental health; Public health; Public relations; Psychology; Association (psychology); Psychiatry; Political science; Medicine; Nursing; Psychotherapist","score_opus":0.06349647842172981,"score_gpt":0.4497717315207607,"score_spread":0.3862752530990309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393902704","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013613713,0.019600626,0.000009314365,0.05281858,0.92459005,0.00021260195,0.00018197537,0.000017449907,0.001208023],"genre_scores_gemma":[0.023956018,0.007326803,0.00019109818,0.005838238,0.95886093,0.000022993516,0.000020956724,0.00008269328,0.0037002636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685353,0.0002709374,0.00081758,0.00055019284,0.0009538055,0.0005539664],"domain_scores_gemma":[0.9983165,0.0003216296,0.0005003735,0.0002498454,0.000067233595,0.00054437073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000890604,0.00032240534,0.0005378576,0.00033507688,0.00046217657,0.0002790719,0.00051180995,0.00024823187,0.00014799205],"category_scores_gemma":[0.00017528069,0.00022900516,0.00018905684,0.00032796376,0.00034936445,0.00030154982,0.00008063564,0.0015007155,0.00006165233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014774402,0.0007207995,0.00007305994,0.0004095133,0.000013204237,0.00008674434,0.00015249025,3.7435036e-8,0.0000034854434,0.008286933,0.9829804,0.007125618],"study_design_scores_gemma":[0.00073527603,0.004307966,0.00031754913,0.0014289779,0.00005170456,0.00028238166,0.0001776097,0.0000033795604,0.0000011591292,0.0016676441,0.9908023,0.00022403833],"about_ca_topic_score_codex":0.000013353442,"about_ca_topic_score_gemma":0.000020125588,"teacher_disagreement_score":0.046980344,"about_ca_system_score_codex":0.00008675911,"about_ca_system_score_gemma":0.00060312555,"threshold_uncertainty_score":0.93385595},"labels":[],"label_agreement":null},{"id":"W4393944000","doi":"10.1177/08445621241244521","title":"Pursuit of Equity: Women on a Low Income Navigating Access to Health and Social Services in Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Equity (law); Low income; Health equity; Public economics; Social equality; Business; Social Welfare; Economic growth; Economics; Demographic economics; Political science; Health care","score_opus":0.1650522412113326,"score_gpt":0.5417106510031633,"score_spread":0.3766584097918307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393944000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97820634,0.0019307729,4.3788242e-7,0.017605165,0.0006775333,0.0002448994,0.000038270544,0.0000019507672,0.0012946135],"genre_scores_gemma":[0.99900556,0.00001034997,0.000010415744,0.00071281736,0.00016331415,0.000010181992,0.0000033147742,0.000016088892,0.00006797872],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99775136,0.00026343286,0.0004140734,0.00017599194,0.0005449548,0.00085018174],"domain_scores_gemma":[0.99850196,0.00020492164,0.00008847919,0.000091989205,0.000100616155,0.001012029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017579027,0.00009156995,0.0002670254,0.0006436195,0.00026600622,0.0002204138,0.00047326623,0.000047531117,0.00012665527],"category_scores_gemma":[0.000017381019,0.00008535038,0.00002005886,0.00071295514,0.00007971416,0.0001549602,0.000036701684,0.00067732105,0.0000042763204],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00019657906,0.000052590083,0.03121896,0.00085955905,0.000030331297,0.0007824996,0.08830535,0.0000062315366,0.000013676302,0.0006247169,0.004245077,0.87366444],"study_design_scores_gemma":[0.0029290584,0.004550396,0.663824,0.059453353,0.000015668385,0.00034213578,0.25511748,0.00016709189,0.0001432926,0.009585349,0.0033343248,0.00053785037],"about_ca_topic_score_codex":0.9152057,"about_ca_topic_score_gemma":0.93518406,"teacher_disagreement_score":0.87312657,"about_ca_system_score_codex":0.0076149274,"about_ca_system_score_gemma":0.0060244338,"threshold_uncertainty_score":0.9996105},"labels":[],"label_agreement":null},{"id":"W4393994441","doi":"10.1007/s10508-024-02842-4","title":"Development and Initial Validation of Measures of Proximal Stigmas and Experiences of Discrimination for Minor Attracted People","year":2024,"lang":"en","type":"article","venue":"Archives of Sexual Behavior","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; University of Saskatchewan","funders":"Public Safety Canada","keywords":"Psychology; Mental health; Clinical psychology; Stressor; Distress; Coping (psychology); Exploratory factor analysis; Stigma (botany); Psychopathology; Minority stress; Psychiatry; Psychometrics; Sexual minority; Social psychology; Sexual orientation","score_opus":0.11067784648957332,"score_gpt":0.40670619683291986,"score_spread":0.2960283503433465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393994441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99860805,0.00039782014,0.0001346024,0.000012827072,0.00011302622,0.000564841,0.000060859245,0.0000059694103,0.00010198319],"genre_scores_gemma":[0.99681425,0.000004033905,0.0027769376,9.3787406e-7,0.000011385891,0.00024040752,0.00007700799,0.0000061175933,0.00006891871],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992951,0.000029939645,0.00032882285,0.00015060739,0.000111318026,0.00008422112],"domain_scores_gemma":[0.99960387,0.00015967336,0.00012747767,0.000057203404,0.00002389752,0.000027857093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008086121,0.00007285906,0.00016817363,0.000113873524,0.00003183868,0.0000048089673,0.000047594112,0.000027562426,0.000022974062],"category_scores_gemma":[0.000009819871,0.000060441704,0.000013740627,0.000050353065,0.00014377738,0.00008816954,0.000022676315,0.000025092417,1.06490674e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005113334,0.00077444717,0.05431093,0.0017286831,0.000052598625,0.0000015901959,0.32759303,1.1702719e-7,0.10696332,0.0012062566,0.000005584441,0.5068521],"study_design_scores_gemma":[0.0006091196,0.00079726655,0.5227393,0.00011640145,0.00011222518,0.0000027888707,0.03509517,0.00001252522,0.44038895,0.000047769085,0.000010200375,0.000068263944],"about_ca_topic_score_codex":0.00009810044,"about_ca_topic_score_gemma":0.000037008536,"teacher_disagreement_score":0.50678384,"about_ca_system_score_codex":0.000003594362,"about_ca_system_score_gemma":0.000025415251,"threshold_uncertainty_score":0.24647412},"labels":[],"label_agreement":null},{"id":"W4394603016","doi":"10.1177/23821205241238642","title":"“Not doing it justice”: Perspectives of Recent Family Medicine Graduates on Mental Health and Addictions Training in Residency","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Education and Curricular Development","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"North York General Hospital; Centre for Addiction and Mental Health; University of Toronto","funders":"National Institute on Drug Abuse; University of Toronto","keywords":"Mental health; Thematic analysis; Curriculum; Medical education; Addiction; Medicine; Qualitative research; Population; Health care; Psychology; Addiction medicine; Nursing; Psychiatry; Pedagogy","score_opus":0.07740248190474767,"score_gpt":0.45374564478010326,"score_spread":0.3763431628753556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394603016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8068724,0.062477905,0.00008659932,0.12500162,0.0030336007,0.0002901162,0.0000020658165,0.000010578014,0.0022250894],"genre_scores_gemma":[0.9709833,0.024886016,0.0010707052,0.0025366005,0.00028342093,0.000022440623,0.000013971666,0.000010220608,0.00019330022],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.998294,0.00013181784,0.00068190484,0.00017007263,0.00056352204,0.00015871476],"domain_scores_gemma":[0.99925077,0.000116821204,0.00019302314,0.000048037113,0.000056892026,0.00033445275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011645395,0.00010724058,0.0002485278,0.00034375387,0.00012491697,0.00001545227,0.00006952493,0.000058210037,0.00069941947],"category_scores_gemma":[0.00013507687,0.0000747354,0.000022851973,0.00023900671,0.00007594997,0.00007484374,0.000016872573,0.00028823965,0.0000029675612],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006198273,0.0005397405,0.0009723954,0.00021004188,0.00007826179,0.000022792401,0.1667332,2.0903173e-7,0.000008310116,0.0077768047,0.01739618,0.8062001],"study_design_scores_gemma":[0.0025776774,0.0011312386,0.07339098,0.012564334,0.00008105642,0.00055851083,0.7568406,0.00006146792,0.000029787372,0.0006521379,0.1518921,0.00022009874],"about_ca_topic_score_codex":0.00006282882,"about_ca_topic_score_gemma":0.000025456004,"teacher_disagreement_score":0.80597997,"about_ca_system_score_codex":0.00020693669,"about_ca_system_score_gemma":0.0013414867,"threshold_uncertainty_score":0.76581526},"labels":[],"label_agreement":null},{"id":"W4394699111","doi":"10.2139/ssrn.4787467","title":"Collaborative Care for Common Mental Disorders in Low- and Middle-Income Countries: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Meta-analysis; Low and middle income countries; Psychology; Psychiatry; Medicine; Economics; Economic growth; Developing country","score_opus":0.034133528324160424,"score_gpt":0.4111155923353856,"score_spread":0.37698206401122514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394699111","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016236496,0.990964,0.0000064733417,0.0003370063,0.00014051645,0.007891281,0.00051564764,0.000014051236,0.00011477844],"genre_scores_gemma":[0.00055660587,0.9949679,0.000007744619,0.000109280976,0.000034840818,0.0024946125,0.0001604372,0.00006049098,0.0016080806],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99544483,0.000810974,0.0015016791,0.00056443876,0.00023579737,0.0014422782],"domain_scores_gemma":[0.99829775,0.00032392793,0.00089245243,0.00029631332,0.000065528,0.00012404364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018412411,0.0006405454,0.006587997,0.00055414083,0.00027013637,0.00013692843,0.0002812671,0.0002214669,0.00009155213],"category_scores_gemma":[0.000017278198,0.00039529227,0.001170859,0.0009998666,0.00006993506,0.000117027594,0.000060131337,0.0012794862,0.000022680111],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016020993,0.000041601463,0.000008983682,0.86858636,0.12463441,0.0000069243,0.0007431824,2.4407264e-8,1.288746e-10,0.0038183013,0.000017390603,0.0021267855],"study_design_scores_gemma":[0.00052319595,0.0003677764,8.2478516e-7,0.09757852,0.88341624,0.00021776448,0.0035682032,0.0000010425246,4.993535e-9,0.001580909,0.012339752,0.00040579904],"about_ca_topic_score_codex":0.000108811684,"about_ca_topic_score_gemma":0.010763149,"teacher_disagreement_score":0.77100784,"about_ca_system_score_codex":0.0015133196,"about_ca_system_score_gemma":0.0006426054,"threshold_uncertainty_score":0.9998499},"labels":[],"label_agreement":null},{"id":"W4394713651","doi":"10.1038/s44271-024-00077-6","title":"Defining key concepts for mental state attribution","year":2024,"lang":"en","type":"article","venue":"Communications Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Kwantlen Polytechnic University","funders":"","keywords":"Terminology; Attribution; Key (lock); Consistency (knowledge bases); State (computer science); Set (abstract data type); Mental state; Computer science; Mental health; Data science; Management science; Knowledge management; Psychology; Cognitive science; Social psychology; Artificial intelligence; Computer security; Engineering; Linguistics; Psychotherapist; Algorithm","score_opus":0.1320188024471481,"score_gpt":0.535396739224778,"score_spread":0.40337793677762995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394713651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33029273,0.18617882,0.049194492,0.080665685,0.019197572,0.0066222423,0.0025703888,0.0019566002,0.32332146],"genre_scores_gemma":[0.9889126,0.00068690017,0.0034313586,0.001264596,0.00005912205,0.0011014802,0.0012495779,0.00003186147,0.0032625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987191,0.0002053844,0.0003419454,0.0003331963,0.000059473106,0.0003409271],"domain_scores_gemma":[0.99825865,0.00038338816,0.000067671004,0.0011748447,0.000040675237,0.00007476525],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033305172,0.00013718753,0.00016103082,0.00013356614,0.00043081102,0.000044714063,0.0005985256,0.00010628071,0.00077181635],"category_scores_gemma":[0.000009492487,0.00013428536,0.000085662236,0.000244583,0.00021347785,0.00011000853,0.00011212449,0.00020738959,0.0016319806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013179136,0.0004463091,0.002141445,0.000042040287,0.0001703752,0.000004853157,0.004213347,3.8406446e-7,0.00016629812,0.45055297,0.092845716,0.44928446],"study_design_scores_gemma":[0.0014661256,0.00031718615,0.015673518,0.00006759553,0.00004648855,0.000054740194,0.00033979127,0.00029070748,0.000056713587,0.009227155,0.972253,0.00020696502],"about_ca_topic_score_codex":0.000052954038,"about_ca_topic_score_gemma":0.000067052126,"teacher_disagreement_score":0.8794073,"about_ca_system_score_codex":0.00009036627,"about_ca_system_score_gemma":0.000020723684,"threshold_uncertainty_score":0.9991454},"labels":[],"label_agreement":null},{"id":"W4394715493","doi":"10.1037/cou0000733","title":"Perceived control moderates the internalized stigma model of seeking mental health services in distressed older adults.","year":2024,"lang":"en","type":"article","venue":"Journal of Counseling Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"National Institute on Aging; Movember Foundation","keywords":"Psychology; Stigma (botany); Help-seeking; Moderation; Moderated mediation; Psychological intervention; Clinical psychology; Mental health; Mediation; Weight stigma; Social stigma; Social psychology; Psychiatry; Medicine","score_opus":0.019379520757180597,"score_gpt":0.38051833603851337,"score_spread":0.3611388152813328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394715493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690668,0.017874515,0.0042652367,0.005833234,0.0021470156,0.00044052108,0.00005382498,0.000020365154,0.0002984813],"genre_scores_gemma":[0.9954262,0.0014492272,0.00017034424,0.0026105712,0.00017022886,0.000019281308,0.000009954448,0.000029910452,0.00011427741],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974691,0.00035510055,0.0012129188,0.0002802363,0.0002933578,0.00038923154],"domain_scores_gemma":[0.99872124,0.00023894256,0.00060028676,0.00022638355,0.00011108304,0.00010206996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009958029,0.00021710423,0.0005693402,0.0002726078,0.00012018667,0.000051802417,0.00042868115,0.00012166609,0.00025156504],"category_scores_gemma":[0.000004419711,0.00014245628,0.00017270303,0.00018449117,0.00009004332,0.00017162084,0.000014923334,0.00049653027,0.000013271462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03514081,0.0064877896,0.04763226,0.0040755183,0.0033932973,0.0007634752,0.5939132,0.010266573,0.009725284,0.0032026465,0.01631376,0.26908535],"study_design_scores_gemma":[0.06366641,0.004027849,0.12692581,0.024538787,0.00046531484,0.0019613577,0.03636355,0.7277393,0.0001806195,0.009773752,0.003120563,0.0012366822],"about_ca_topic_score_codex":0.0003329312,"about_ca_topic_score_gemma":0.00022320185,"teacher_disagreement_score":0.71747273,"about_ca_system_score_codex":0.00009642029,"about_ca_system_score_gemma":0.00007064241,"threshold_uncertainty_score":0.58091986},"labels":[],"label_agreement":null},{"id":"W4394716036","doi":"10.1037/ser0000860","title":"Remote mental health first aid training for correctional officers: A pilot study.","year":2024,"lang":"en","type":"article","venue":"Psychological Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Mental health; Referral; Medicine; Intervention (counseling); Focus group; Test (biology); Distress; Psychology; Clinical psychology; Psychiatry; Family medicine","score_opus":0.16798269098795807,"score_gpt":0.4618479646386454,"score_spread":0.2938652736506874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394716036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9584115,0.0034749196,0.00027501577,0.008086865,0.009675286,0.0029530732,0.00018003986,0.00059848104,0.016344786],"genre_scores_gemma":[0.9930637,0.00005812937,0.0006156998,0.0035401222,0.000640436,0.00028256184,0.00017965809,0.000034420078,0.0015852558],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976684,0.00013660356,0.00048041766,0.0008584893,0.00023642178,0.00061968435],"domain_scores_gemma":[0.9991282,0.00026631006,0.0001087787,0.00025362126,0.0000221171,0.00022093569],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050247926,0.0002727717,0.00033592628,0.00011237487,0.00059337006,0.00012952769,0.0003149697,0.00007892224,0.0029711039],"category_scores_gemma":[0.0000036490312,0.00020548819,0.00010188835,0.00032642507,0.000045003282,0.000145276,0.000046312623,0.00023028393,0.0005831345],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008707008,0.015345898,0.008254391,0.0013815886,0.00089348917,0.00015993761,0.058985252,0.000008591409,0.000052106618,0.0052244915,0.055202566,0.84578466],"study_design_scores_gemma":[0.018159317,0.0897419,0.25906917,0.001294165,0.00019205592,0.00045700427,0.06299384,0.002477182,0.000011836932,0.0045457524,0.5593194,0.0017383643],"about_ca_topic_score_codex":0.0009883437,"about_ca_topic_score_gemma":0.0011202464,"teacher_disagreement_score":0.8440463,"about_ca_system_score_codex":0.00012911363,"about_ca_system_score_gemma":0.000015705144,"threshold_uncertainty_score":0.9979403},"labels":[],"label_agreement":null},{"id":"W4394728754","doi":"10.1016/s0140-6736(23)02282-1","title":"Structural stigma in mental illness","year":2024,"lang":"en","type":"letter","venue":"The Lancet","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Mental Health Commission of Canada; North York General Hospital; University of Toronto","funders":"","keywords":"Stigma (botany); Mental health; Commission; Health care; Mental illness; Psychiatry; Psychology; Equity (law); Health equity; Social stigma; Medicine; Nursing; Public health; Family medicine; Political science; Human immunodeficiency virus (HIV)","score_opus":0.06413496920046591,"score_gpt":0.38735280760419805,"score_spread":0.32321783840373214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394728754","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14900216,0.0029274204,1.05603895e-7,0.8106249,0.0074184323,0.0006178703,0.00037446833,0.000088277055,0.02894636],"genre_scores_gemma":[0.17687589,0.00007945624,0.000010709466,0.76436836,0.018798923,0.00025346375,0.00091863185,0.000072010684,0.038622554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853975,0.0001639372,0.00022957423,0.00034235406,0.00018776933,0.0005366404],"domain_scores_gemma":[0.99927676,0.00008259493,0.00007043169,0.0005433917,0.0000049132286,0.000021931539],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014272668,0.00024493126,0.0004351431,0.00007783732,0.000116933916,0.00006431196,0.00058244134,0.00030296916,0.0030421894],"category_scores_gemma":[0.0000019043945,0.00014313933,0.00006523187,0.0001387413,0.000073680865,0.000035743084,0.00009571759,0.0014091176,0.0017762056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054114167,0.0000065442423,0.0008066603,0.0001562555,0.00005583547,0.0005602254,0.0017726051,1.0414338e-7,5.403246e-7,0.0003472105,0.9866515,0.009588424],"study_design_scores_gemma":[0.0008115626,0.000029963361,0.006359168,0.00013822345,0.000031548032,0.0000462319,0.00015232491,0.000009033226,0.000005341609,0.0022222053,0.98998344,0.00021096221],"about_ca_topic_score_codex":0.0006453126,"about_ca_topic_score_gemma":0.00010426171,"teacher_disagreement_score":0.046256535,"about_ca_system_score_codex":0.00011997431,"about_ca_system_score_gemma":0.000011124695,"threshold_uncertainty_score":0.999001},"labels":[],"label_agreement":null},{"id":"W4394738890","doi":"","title":"What do justice-involved youth want from integrated youth services? A conjoint analysis.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Toronto Metropolitan University","funders":"","keywords":"Economic Justice; Mental health; Service (business); Psychology; Criminal justice; Public relations; Political science; Criminology; Business; Psychiatry; Marketing","score_opus":0.061373367885798724,"score_gpt":0.3246273141604945,"score_spread":0.2632539462746958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394738890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729747,0.013388072,0.00007345552,0.0005962058,0.006326928,0.0011777845,0.0006851705,0.0003751764,0.00440247],"genre_scores_gemma":[0.9927931,0.00031289062,0.000028667253,0.00091665844,0.00036176064,0.0010074899,0.002335898,0.000041601532,0.0022019283],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99750227,0.00018233348,0.00052704295,0.00078932685,0.00027788154,0.00072117185],"domain_scores_gemma":[0.9988025,0.00012368428,0.00013093968,0.0005539383,0.000054810866,0.00033416614],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036004747,0.0003222406,0.00048949383,0.0003174192,0.00025086867,0.001256132,0.00032435142,0.00018225373,0.0010993696],"category_scores_gemma":[0.000007077462,0.0002424877,0.00024529808,0.0011661873,0.00005125775,0.00046787006,0.00008176848,0.00029012564,0.000644145],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001295924,0.0013823297,0.056581948,0.00088949,0.013108997,0.00078755216,0.14107887,0.000015559453,0.000011645302,0.0019865332,0.0017620348,0.78109914],"study_design_scores_gemma":[0.0041426127,0.00013848372,0.35534215,0.00064206024,0.02449696,0.0000028682095,0.605749,0.0015797967,0.0003506333,0.0015772254,0.0047005475,0.0012776415],"about_ca_topic_score_codex":0.007289048,"about_ca_topic_score_gemma":0.0018379873,"teacher_disagreement_score":0.77982146,"about_ca_system_score_codex":0.00019041204,"about_ca_system_score_gemma":0.000021805517,"threshold_uncertainty_score":0.99981374},"labels":[],"label_agreement":null},{"id":"W4394843572","doi":"10.1007/s10488-024-01375-1","title":"Impact of the Pandemic was Minor Compared to Systemic Decrease in Fidelity of Assertive Community Treatment Services- A Provincial Study in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Medical Association; University of Toronto; Canadian Mental Health Association; St. Michael's Hospital","funders":"Government of Ontario","keywords":"Assertive community treatment; Psychosocial; Medicine; Pandemic; Health administration; Scale (ratio); Health services research; Family medicine; Public health; Mental health; Psychiatry; Psychology; Nursing; Coronavirus disease 2019 (COVID-19); Mental illness; Geography","score_opus":0.09809623862825047,"score_gpt":0.5187250498285769,"score_spread":0.42062881120032647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394843572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904648,0.0014973342,2.4868111e-8,0.0013971487,0.00014866501,0.0057882043,0.00052158546,0.0000076730375,0.00017454416],"genre_scores_gemma":[0.9983867,0.00024318455,0.000005377162,0.000640055,0.00002234124,0.00032973866,0.00025069926,0.000013136092,0.00010881278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952083,0.0020362132,0.0011501581,0.00039446997,0.0004647826,0.0007460573],"domain_scores_gemma":[0.9985174,0.00023072289,0.00019624374,0.00030547855,0.00003695794,0.000713203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017004092,0.0002487334,0.00057270256,0.00046485575,0.0003972702,0.000035968416,0.00024329327,0.000077848556,0.00004433188],"category_scores_gemma":[0.0000041126905,0.0001847367,0.00004134583,0.0008300127,0.00007212047,0.00012923613,0.00013526277,0.00052490574,0.0000014099469],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.002266179,0.0020867956,0.85483843,0.0024591736,0.000026475493,0.000007421843,0.13190225,0.0000011019428,0.000023051438,0.00004555264,0.00003295421,0.006310589],"study_design_scores_gemma":[0.0028427946,0.0053675612,0.9098844,0.0014725741,0.000002522095,0.000021405169,0.080074765,0.00012006151,0.00001648343,0.000023864932,0.00007875375,0.000094797186],"about_ca_topic_score_codex":0.99889636,"about_ca_topic_score_gemma":0.999664,"teacher_disagreement_score":0.05504597,"about_ca_system_score_codex":0.006456016,"about_ca_system_score_gemma":0.007462459,"threshold_uncertainty_score":0.9981643},"labels":[],"label_agreement":null},{"id":"W4394880944","doi":"10.56367/oag-042-10973","title":"Can the arts be an effective tool to combat psychosis stigma?","year":2024,"lang":"en","type":"article","venue":"Open Access Government","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Feeling; The arts; Alienation; Psychology; Psychosis; Psychological intervention; Social alienation; Social stigma; Conversation; Social psychology; Psychiatry; Psychotherapist; Medicine; Visual arts; Political science; Art","score_opus":0.07167707242089187,"score_gpt":0.46944429191880555,"score_spread":0.39776721949791366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394880944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8472729,0.00043990684,0.00007822042,0.022757648,0.0031683533,0.005600534,0.00036555703,0.00008802449,0.120228894],"genre_scores_gemma":[0.97724736,0.000024789053,0.00006605011,0.008362086,0.00022197662,0.0034934713,0.00003119863,0.000045613364,0.010507474],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977149,0.00018846113,0.00030243225,0.00072104693,0.0006114055,0.000461758],"domain_scores_gemma":[0.9986987,0.00021433491,0.00007714887,0.00076772197,0.000016660611,0.00022540768],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005052343,0.00027187794,0.00025628178,0.00003335249,0.0004369122,0.001991444,0.001967129,0.00006890314,0.006847606],"category_scores_gemma":[0.000010592906,0.00017732441,0.00006760095,0.0003452442,0.00004113727,0.0008000663,0.0009125327,0.00019960622,0.00061172363],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005082966,0.0008669961,0.0099386275,0.0000830019,0.00032392057,0.0001161267,0.0036637746,0.000007966852,0.000090564296,0.02613577,0.20564494,0.75262004],"study_design_scores_gemma":[0.0018496955,0.001167689,0.44427758,0.00032328742,0.000180239,0.000019068933,0.0020945221,0.00009269066,0.0025855373,0.0016484684,0.5450649,0.00069626886],"about_ca_topic_score_codex":0.005387213,"about_ca_topic_score_gemma":0.00205802,"teacher_disagreement_score":0.75192374,"about_ca_system_score_codex":0.0006432812,"about_ca_system_score_gemma":0.000019279676,"threshold_uncertainty_score":0.9990446},"labels":[],"label_agreement":null},{"id":"W4394927249","doi":"10.2196/54005","title":"Assessment of a Pilot Program for Remote Support on Mental Health for Young Physicians in Rural Settings in Peru: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Mental health; Psychological intervention; Workforce; Telemedicine; Telepsychiatry; Mental health care; Rural area; Health care; Nursing; Medicine; Psychology; Psychiatry; Political science; Computer science; World Wide Web","score_opus":0.13816890010010585,"score_gpt":0.6326804978027851,"score_spread":0.4945115977026793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394927249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743368,0.00013250446,0.00038339582,0.0020345014,0.0005938045,0.019523999,0.00023525351,0.000054817505,0.002704922],"genre_scores_gemma":[0.9864463,0.000013772241,0.0049635116,0.00006829469,0.000056096203,0.007616824,0.00022241841,0.000036300942,0.0005764849],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962706,0.0011930206,0.0007125854,0.00038864443,0.0004946149,0.00094055204],"domain_scores_gemma":[0.9986651,0.0007905253,0.00012691853,0.00023332091,0.00009349744,0.00009064089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062170345,0.0001949135,0.0004635732,0.0006902015,0.00022058754,0.00006312538,0.0002433536,0.00005686926,0.000053428437],"category_scores_gemma":[0.000018814919,0.00016138442,0.000098983764,0.00078652886,0.0000843562,0.00023900144,0.00009370202,0.00047787977,0.000012051842],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011571785,0.008286136,0.0035583626,0.0019003905,0.00011173951,0.000008588551,0.07425978,6.8938215e-7,0.00010698171,0.0025138508,0.007829297,0.900267],"study_design_scores_gemma":[0.01726367,0.12045912,0.58077866,0.0025280693,0.000019217023,0.0000099162235,0.24902573,0.01923917,0.00073037104,0.0024059534,0.0069918986,0.0005482057],"about_ca_topic_score_codex":0.0009178707,"about_ca_topic_score_gemma":0.0005656354,"teacher_disagreement_score":0.8997188,"about_ca_system_score_codex":0.0008896179,"about_ca_system_score_gemma":0.00016877729,"threshold_uncertainty_score":0.65810657},"labels":[],"label_agreement":null},{"id":"W4394967395","doi":"10.2196/55529","title":"A Brief Workplace Training Program to Support Help-Seeking for Mental Ill-Health: Protocol for the Helipad Cluster Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Protocol (science); Randomized controlled trial; Cluster (spacecraft); Applied psychology; Psychology; Medical education; Medicine; Nursing; Computer science; Alternative medicine; Psychiatry","score_opus":0.37435537967371335,"score_gpt":0.650192626401476,"score_spread":0.27583724672776266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394967395","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004569635,0.00001560004,0.0018490879,0.017088715,0.00025694421,0.9781815,0.00007776417,0.00031585695,0.0021688647],"genre_scores_gemma":[0.00036208043,2.9393053e-7,0.0011845002,0.001016053,0.0015168341,0.9691318,0.000050081766,0.00012852259,0.026609823],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99177325,0.0023756933,0.0015968081,0.0010672464,0.0010600261,0.0021269596],"domain_scores_gemma":[0.98993504,0.008339466,0.00028138922,0.0006199136,0.00032881374,0.0004953484],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018578462,0.00045682493,0.0015478757,0.00041822478,0.0013760956,0.00093531143,0.0007601316,0.00023801431,0.0011188246],"category_scores_gemma":[0.0006472664,0.00026536346,0.0008140844,0.0006635599,0.0002753578,0.00022674754,0.00019534232,0.0007031651,0.00015704849],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6566919,0.0011159949,0.0000019633537,0.0013617105,0.0002498419,0.0000074783156,0.0037707859,4.8108984e-7,0.000009046331,0.0012288493,0.108968146,0.22659376],"study_design_scores_gemma":[0.5284499,0.009097443,0.0000012340143,0.0014445034,0.000010046963,0.000005936033,0.0005306394,0.0010648508,0.000018500014,0.00030230527,0.45892122,0.00015345564],"about_ca_topic_score_codex":0.000059397593,"about_ca_topic_score_gemma":0.00004676189,"teacher_disagreement_score":0.34995306,"about_ca_system_score_codex":0.00042567053,"about_ca_system_score_gemma":0.00072485063,"threshold_uncertainty_score":0.99997985},"labels":[],"label_agreement":null},{"id":"W4394997494","doi":"10.3389/fpubh.2024.1292603","title":"Exploring patterns in mental health treatment and interests of single adults in the United States: a secondary data analysis","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Mental health; Sexual orientation; Attendance; Psychiatry; Lesbian; Population; Medicine; Clinical psychology; Stressor; Psychology","score_opus":0.22469484309642293,"score_gpt":0.40504428197314957,"score_spread":0.18034943887672664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394997494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767711,0.004998056,0.00031030877,0.0151546,0.0008366804,0.0009884913,0.00078359654,0.000027231954,0.00012992515],"genre_scores_gemma":[0.9903333,0.004567736,0.00023004382,0.001171018,0.000029917239,0.00017752803,0.0034367493,0.00001879465,0.00003487689],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968598,0.0008514708,0.00083618367,0.0006166909,0.00016814341,0.0006677504],"domain_scores_gemma":[0.9989357,0.00012728143,0.00015312714,0.00059456215,0.000008922013,0.00018043327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016191759,0.00020547071,0.0005408879,0.0019521752,0.00007446448,0.00007015298,0.00037513112,0.000050578976,0.000076760145],"category_scores_gemma":[0.000009977276,0.00015378401,0.000041662606,0.0021846644,0.000054800243,0.00045896455,0.0001031749,0.00025856504,0.0000020833368],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113041126,0.0013481639,0.43185407,0.0004930164,0.0002448152,0.000048341273,0.1083666,0.000004180873,7.8779365e-8,0.000145756,0.0034800882,0.45390186],"study_design_scores_gemma":[0.0047111423,0.0019940482,0.7947501,0.0010266064,0.0000335467,0.000012028136,0.15650228,0.008353472,0.000001463196,0.00012314273,0.032196827,0.00029533482],"about_ca_topic_score_codex":0.053135738,"about_ca_topic_score_gemma":0.035351284,"teacher_disagreement_score":0.45360652,"about_ca_system_score_codex":0.0010786619,"about_ca_system_score_gemma":0.000223835,"threshold_uncertainty_score":0.98225105},"labels":[],"label_agreement":null},{"id":"W4395082899","doi":"10.1192/bjo.2024.55","title":"A scoping review of the literature on the application and usefulness of the Problem Management Plus (PM+) intervention around the world","year":2024,"lang":"en","type":"review","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Global Affairs Canada","keywords":"Intervention (counseling); Management science; Engineering; Medicine; Nursing","score_opus":0.13679878328173284,"score_gpt":0.4874449942318388,"score_spread":0.35064621095010595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395082899","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016785902,0.94706315,0.0000059805598,0.00238397,0.0005995245,0.029476238,0.000049227965,0.0000080129885,0.020397093],"genre_scores_gemma":[0.00019839399,0.97759587,0.000017768996,0.00070399756,0.00009709784,0.0095088575,0.000042426826,0.0000356614,0.011799924],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99731785,0.0009110888,0.00086658157,0.00044966693,0.0002718567,0.00018294131],"domain_scores_gemma":[0.99743026,0.00019594774,0.0009687218,0.001346484,0.000035807127,0.000022797245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014194006,0.00030876405,0.0007631408,0.000064803986,0.0002488004,0.00017104081,0.0018594253,0.0000945773,0.0001462398],"category_scores_gemma":[0.0000058995693,0.00010402953,0.00038686796,0.0010143518,0.00010470202,0.000066410306,0.0007759146,0.00043796535,0.000042881507],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016996706,0.000106103675,0.00000503419,0.24969827,0.00025586114,7.215695e-7,0.00021007631,4.5927425e-8,1.1457986e-8,0.045465477,0.008621012,0.6956204],"study_design_scores_gemma":[0.0001572466,0.000023485454,0.000042523,0.55516726,0.0006727465,0.000006678216,0.000053992946,3.8117875e-7,5.0811144e-7,0.00071833056,0.44308195,0.00007489444],"about_ca_topic_score_codex":0.00007114994,"about_ca_topic_score_gemma":0.00017562755,"teacher_disagreement_score":0.6955455,"about_ca_system_score_codex":0.00009215473,"about_ca_system_score_gemma":0.000041804073,"threshold_uncertainty_score":0.42422011},"labels":[],"label_agreement":null},{"id":"W4395087466","doi":"10.1017/9781108891349.005","title":"Sexuality, Relationships, and Family Life","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Human sexuality; Psychology; Sociology; Gender studies","score_opus":0.08518872809980284,"score_gpt":0.30119164180378244,"score_spread":0.21600291370397962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395087466","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002587067,0.0029683886,0.000016557633,0.000074922216,0.0008459202,0.0005870911,0.00047478956,0.000194448,0.9922508],"genre_scores_gemma":[0.011454768,0.00013622375,0.000018256394,0.00015542396,0.00020978061,0.0000023867153,0.00012892146,0.000053432595,0.98784083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986844,0.00006364616,0.0002151949,0.00060338393,0.00017221566,0.00026113837],"domain_scores_gemma":[0.9989867,0.00013228074,0.0001345286,0.0004213891,0.000040998326,0.00028406671],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001335601,0.00033104286,0.00033551833,0.00019380661,0.0003156963,0.000053864802,0.00022634081,0.00047593573,0.00003275223],"category_scores_gemma":[0.0000032691464,0.0003658798,0.00009788166,0.000008849533,0.00019279808,0.00006321076,0.00030160198,0.0006811637,0.00026630753],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008414117,0.000014341716,0.000032715678,0.00017710516,0.00023136011,0.0003932822,0.00017715222,4.0733156e-8,0.0000011805993,0.91014177,0.08704622,0.0017007041],"study_design_scores_gemma":[0.0006128676,0.00006935601,0.0007350278,0.0001789341,0.0003869918,0.000016808095,0.00025273184,0.0000054061393,0.0000022478744,0.00017660361,0.99720466,0.00035837584],"about_ca_topic_score_codex":0.00042347732,"about_ca_topic_score_gemma":0.000005549239,"teacher_disagreement_score":0.91015846,"about_ca_system_score_codex":0.00013481894,"about_ca_system_score_gemma":0.000041149102,"threshold_uncertainty_score":0.9998793},"labels":[],"label_agreement":null},{"id":"W4395678187","doi":"10.1016/j.jped.2024.04.003","title":"Covid-19, the polarization of substance use, and mental health","year":2024,"lang":"en","type":"letter","venue":"Jornal de Pediatria","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Substance use; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Virology; Psychiatry; Infectious disease (medical specialty); Internal medicine; Outbreak","score_opus":0.054383899836819,"score_gpt":0.3795067638849917,"score_spread":0.3251228640481727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395678187","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06768246,0.018838964,0.00005689466,0.9077093,0.003017463,0.0011202532,0.0011386477,0.000058268084,0.00037777412],"genre_scores_gemma":[0.022369891,0.002448984,0.00015486951,0.95267534,0.006733199,0.00008573425,0.0011918102,0.00008415465,0.014256015],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981583,0.00033598978,0.00047624737,0.00035631508,0.0002737839,0.00039940845],"domain_scores_gemma":[0.99880433,0.0003379526,0.00039119096,0.00026206317,0.000021214515,0.00018324135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043601924,0.00022785309,0.0003244139,0.0001432701,0.00023875336,0.000076663455,0.00019350323,0.00035625583,0.0005113167],"category_scores_gemma":[0.0000266243,0.00016019147,0.00009544099,0.00020221762,0.000079115875,0.00008773311,0.000029963876,0.0008724648,0.00006180865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008178101,0.000026124499,0.027540274,0.0006907572,0.00006970191,0.000082655286,0.0015397886,1.6931598e-7,0.000001648091,0.00039799517,0.96919125,0.00037785165],"study_design_scores_gemma":[0.0010059101,0.00019142879,0.014275883,0.000071328206,0.0001271714,0.0000998191,0.0001259319,0.0000097103275,0.0000025358588,0.0010301328,0.9828561,0.00020405113],"about_ca_topic_score_codex":0.002295403,"about_ca_topic_score_gemma":0.00027702676,"teacher_disagreement_score":0.045312565,"about_ca_system_score_codex":0.0003288029,"about_ca_system_score_gemma":0.000259716,"threshold_uncertainty_score":0.6532418},"labels":[],"label_agreement":null},{"id":"W4396215302","doi":"10.1155/2024/8191281","title":"Enablers of Mental Illness Stigma: A Scoping Review of Individual Perceptions","year":2024,"lang":"en","type":"review","venue":"Mental Illness","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University; University of Windsor","funders":"","keywords":"Stigma (botany); Mental illness; Perception; Psychology; Mental health; Psychiatry; Medicine","score_opus":0.10467924115410392,"score_gpt":0.4645458824091234,"score_spread":0.3598666412550195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396215302","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044903456,0.98294425,0.0000020348148,0.000045972844,0.0040039057,0.0058653103,0.002420797,0.00007132208,0.0041973684],"genre_scores_gemma":[0.0005260503,0.99221987,0.000034660537,0.000100638455,0.00018345534,0.0016154278,0.0027832997,0.00013037665,0.0024061995],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9950629,0.0005236802,0.002097062,0.000890357,0.00077612983,0.0006498785],"domain_scores_gemma":[0.99784184,0.00014258106,0.0010186259,0.0007342288,0.000055401524,0.00020729973],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007632527,0.0008307,0.0031387566,0.00047624068,0.00032705,0.00004090054,0.00087318796,0.0003824531,0.007097012],"category_scores_gemma":[0.000014131475,0.0006438361,0.0009513461,0.00097122305,0.00032574948,0.00017852396,0.00049152406,0.0004975595,0.0005962891],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011497752,0.00037994116,0.0000068147483,0.39953643,0.0005154101,0.000023575978,0.0018400217,1.0275998e-8,5.1623323e-7,0.00024054988,0.0057722325,0.591673],"study_design_scores_gemma":[0.0005797099,0.0001688478,0.0000106254365,0.78120226,0.0033651004,0.00012459898,0.0020447848,2.3328386e-7,0.000011676307,0.000014268907,0.21179143,0.0006864745],"about_ca_topic_score_codex":0.00020143542,"about_ca_topic_score_gemma":0.000025855783,"teacher_disagreement_score":0.59098655,"about_ca_system_score_codex":0.00037124933,"about_ca_system_score_gemma":0.00023205754,"threshold_uncertainty_score":0.9996013},"labels":[],"label_agreement":null},{"id":"W4396218642","doi":"10.17269/s41997-024-00878-6","title":"Evaluating the impact of the Community Helpers Program on adolescents 12–18 years old in Edmonton, Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; Provincial Laboratory of Public Health; Alberta Health Services","funders":"Alberta Health Services","keywords":"Mental health; Community health; Psychology; Gerontology; Medical education; Environmental health; Nursing; Medicine; Psychiatry; Public health","score_opus":0.22801360213578836,"score_gpt":0.4923240757085858,"score_spread":0.2643104735727974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396218642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98746914,0.0012399683,3.0752165e-7,0.008314866,0.0011739361,0.0005814127,0.00004990688,0.000004299891,0.0011661618],"genre_scores_gemma":[0.9981757,0.000011603547,0.000008269326,0.0014417457,0.00010445557,0.0000126208915,0.000004157824,0.00001577011,0.0002257143],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968201,0.0015454966,0.0005550696,0.00009774228,0.00030358986,0.0006779817],"domain_scores_gemma":[0.99831593,0.00016977398,0.00027516493,0.00033174304,0.00006867406,0.0008387204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037542146,0.00011909126,0.00022544636,0.00021735417,0.0003145939,0.000077456556,0.0005552747,0.00005285123,0.00029500364],"category_scores_gemma":[0.00015897457,0.000068162604,0.00010935258,0.00049042905,0.00008646327,0.00008836661,0.000015672678,0.00095954083,0.0000033273996],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032146585,0.0002818974,0.36002773,0.0001608095,0.00012374838,0.000086838,0.012745527,0.00005555688,0.0000016875888,0.00036537234,0.03522387,0.5908948],"study_design_scores_gemma":[0.00049756607,0.0009919375,0.99230623,0.00056964863,0.000005932007,0.0000420714,0.0030833627,0.00011759146,7.1216084e-7,0.00004944636,0.0022781845,0.000057287],"about_ca_topic_score_codex":0.98867196,"about_ca_topic_score_gemma":0.9926331,"teacher_disagreement_score":0.63227856,"about_ca_system_score_codex":0.003310585,"about_ca_system_score_gemma":0.01401433,"threshold_uncertainty_score":0.9915753},"labels":[],"label_agreement":null},{"id":"W4396528698","doi":"10.1371/journal.pone.0301796","title":"Nurturing an organizational context that supports team-based primary mental health care: A grounded theory study","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wellesley Institute; University of British Columbia; University of Ottawa; Université Laval; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Grounded theory; Context (archaeology); Nursing; Health care; Psychology; Constructivist grounded theory; Medicine; Qualitative research; Psychiatry; Sociology; Political science","score_opus":0.05273185307993852,"score_gpt":0.33653117127135324,"score_spread":0.2837993181914147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396528698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98737746,0.002993161,0.000027287451,0.0012106706,0.00056964956,0.0019840368,0.000114017705,0.00032364757,0.005400086],"genre_scores_gemma":[0.9938069,0.000010450523,0.00015338718,0.0027864426,0.0002031268,0.0001828277,0.0011098528,0.000063280306,0.001683753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980609,0.00032723954,0.0002948496,0.00050556887,0.00044192586,0.00036951457],"domain_scores_gemma":[0.9992902,0.00010522903,0.00007637072,0.00030556502,0.000034374865,0.00018824862],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032811795,0.00020767069,0.00030070642,0.00013192839,0.00033131064,0.00009243405,0.00016384317,0.00006184917,0.0030846188],"category_scores_gemma":[0.000004106651,0.00018583429,0.000038493257,0.00019145127,0.000043237094,0.00020724698,0.000041733358,0.00017813793,0.00026941556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033359928,0.1351632,0.4631104,0.0046340497,0.004720337,0.00083460077,0.24657106,0.0000011895511,0.000989192,0.034501124,0.018875321,0.08726354],"study_design_scores_gemma":[0.036910146,0.028782597,0.68297297,0.003393294,0.001910811,0.00013126123,0.21765688,0.00026816665,0.01335711,0.005835457,0.004863182,0.0039181034],"about_ca_topic_score_codex":0.00024404291,"about_ca_topic_score_gemma":0.00017179748,"teacher_disagreement_score":0.21986261,"about_ca_system_score_codex":0.0005103832,"about_ca_system_score_gemma":0.00016354691,"threshold_uncertainty_score":0.9978267},"labels":[],"label_agreement":null},{"id":"W4396759908","doi":"10.1371/journal.pone.0293232","title":"Studying the context of psychoses to improve outcomes in Ethiopia (SCOPE): Protocol paper","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; McGill University; Douglas Mental Health University Institute","funders":"Economic and Social Research Council; King's College London; National Institute for Health and Care Research; Government of the United Kingdom; Department of Health and Social Care; Wellcome Trust; Wellcome","keywords":"Protocol (science); Context (archaeology); Scope (computer science); Computer science; Medicine; Bioinformatics; Biology; Alternative medicine; Pathology","score_opus":0.1080797454361325,"score_gpt":0.4181387696936918,"score_spread":0.31005902425755927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396759908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90507674,0.00024504357,0.0000015120693,0.0040281448,0.00030159054,0.07873061,0.000025913756,0.000059206344,0.011531261],"genre_scores_gemma":[0.8698055,0.0000036975898,0.00009217688,0.001444992,0.00006467368,0.12307968,0.0000016592033,0.000020098058,0.005487517],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988381,0.00009752095,0.00034750038,0.0002689622,0.00020977065,0.00023811666],"domain_scores_gemma":[0.999329,0.00024100993,0.00004815619,0.00030861897,0.000023088538,0.000050177267],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025416233,0.00012685427,0.00026215878,0.00008389058,0.000054571756,0.000030880637,0.00020053686,0.000060216462,0.0009885456],"category_scores_gemma":[0.000022607022,0.00007557266,0.000042316224,0.00019596975,0.000030742656,0.00008423724,0.00005216464,0.00019357882,0.00044184842],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029445838,0.027997626,0.37560737,0.005146075,0.002762187,0.00014551569,0.06329259,3.785371e-7,0.05597265,0.019506209,0.0069268323,0.43969798],"study_design_scores_gemma":[0.020064982,0.008526201,0.7464491,0.008328351,0.0006339364,0.000005252009,0.021286115,0.00007267644,0.1510527,0.0025245554,0.039413612,0.0016425166],"about_ca_topic_score_codex":0.00061993307,"about_ca_topic_score_gemma":0.00029099206,"teacher_disagreement_score":0.43805546,"about_ca_system_score_codex":0.000044024022,"about_ca_system_score_gemma":0.000019595802,"threshold_uncertainty_score":0.99992466},"labels":[],"label_agreement":null},{"id":"W4396921495","doi":"10.1177/07067437241255096","title":"The Intergenerational Transfer of Mental Disorders: A Population-Based Multigenerational Linkage Study: Le transfert intergénérationnel des troubles mentaux : une étude sur les liens multigénérationnels basée sur la population","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba; George & Fay Yee Centre for Healthcare Innovation","funders":"Canadian Institutes of Health Research; Winnipeg Foundation","keywords":"Psychology; Population; Psychiatry; Humanities; Medicine; Philosophy","score_opus":0.04354275698430183,"score_gpt":0.3008926458553415,"score_spread":0.25734988887103966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396921495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781209,0.0022976021,0.0029634389,0.013003543,0.0025771405,0.0007315901,0.00014221782,0.000016547907,0.00014701359],"genre_scores_gemma":[0.99846226,0.000029359007,0.0004567429,0.0001223579,0.00043481038,0.00006349613,0.00019626558,0.000036866055,0.00019784382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976464,0.0004820983,0.00098679,0.00022919639,0.0003694119,0.00028613163],"domain_scores_gemma":[0.99900484,0.00032404484,0.00014850481,0.00017800408,0.00015360999,0.00019097341],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008021571,0.000234003,0.00023916594,0.00027396242,0.0014202931,0.0002430776,0.00031488188,0.0001073624,0.00031218477],"category_scores_gemma":[0.000023654666,0.00016023836,0.00023678513,0.00033422714,0.0001532455,0.00039724587,0.0000057056923,0.00030190172,0.0000043840364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006705208,0.0014096583,0.8227838,0.00015882171,0.0012062975,0.00001659036,0.029399348,0.0064108423,0.00027422764,0.09438525,0.002225282,0.041059345],"study_design_scores_gemma":[0.0045551555,0.0007837018,0.96753395,0.0004183411,0.00025495142,0.00004243329,0.00913223,0.008730945,0.0001519487,0.0074882964,0.0005328893,0.00037517925],"about_ca_topic_score_codex":0.08900812,"about_ca_topic_score_gemma":0.92654157,"teacher_disagreement_score":0.8375335,"about_ca_system_score_codex":0.00021575348,"about_ca_system_score_gemma":0.0008591659,"threshold_uncertainty_score":0.9998797},"labels":[],"label_agreement":null},{"id":"W4397003941","doi":"10.1177/10784535241252169","title":"Experience of Family Members of Relatives With Substance Use Disorders: An Integrative Literature Review","year":2024,"lang":"en","type":"review","venue":"Creative Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Memorial University of Newfoundland","funders":"","keywords":"PsycINFO; Psychology; Scopus; Social support; Family support; Stigma (botany); Substance use; MEDLINE; Clinical psychology; Psychiatry; Medicine; Psychotherapist","score_opus":0.10304662491670691,"score_gpt":0.4806784167949391,"score_spread":0.3776317918782322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397003941","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00064227695,0.9800309,0.000042622152,0.000015985734,0.00034706912,0.002049376,0.00024107973,0.000035622365,0.01659507],"genre_scores_gemma":[0.0004086918,0.9958214,0.00056661345,0.000021168953,0.000038280534,0.00035731198,0.00032247364,0.000071682916,0.0023923537],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9970967,0.00070713705,0.0008703406,0.00075160863,0.0002616138,0.00031258096],"domain_scores_gemma":[0.9979396,0.00032336527,0.0009175261,0.0005591964,0.0001487032,0.000111612215],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016036491,0.00064527954,0.002201381,0.0002530308,0.00009014421,0.000037428774,0.00031654257,0.0002434272,0.0001634962],"category_scores_gemma":[0.00002839017,0.0003779781,0.0003157568,0.0013339744,0.0007167371,0.00056200736,0.000015603091,0.0005721413,0.000009338219],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001315312,0.00046282748,0.00003729858,0.04765008,0.0004163356,0.00003549035,0.07494207,4.7239933e-8,5.969516e-7,0.004675501,0.0006461568,0.8710021],"study_design_scores_gemma":[0.00024876877,0.00074559316,0.00010091333,0.92747635,0.0018717018,0.000022710212,0.010308847,7.057161e-7,0.000005375961,0.00017639347,0.058640152,0.00040247416],"about_ca_topic_score_codex":0.00009714994,"about_ca_topic_score_gemma":0.000031772786,"teacher_disagreement_score":0.8798263,"about_ca_system_score_codex":0.00021268397,"about_ca_system_score_gemma":0.000078725134,"threshold_uncertainty_score":0.9998672},"labels":[],"label_agreement":null},{"id":"W4398248468","doi":"10.1016/j.ajp.2024.104074","title":"Effectiveness of a mental health literacy module on stigma related mental health knowledge and behaviour among youth in two educational settings in Chennai, South India: A quasi-experimental study","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"University of Warwick; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Mental health literacy; Stigma (botany); Mental health; Psychology; Literacy; Health literacy; Social stigma; Clinical psychology; Medical education; Psychiatry; Medicine; Family medicine; Mental illness; Pedagogy; Health care; Political science","score_opus":0.011952203973577361,"score_gpt":0.3902728709396775,"score_spread":0.3783206669661001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398248468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787467,0.013492568,0.0000016802225,0.0026007914,0.0032346859,0.0015305763,0.00012719574,0.0000144418555,0.0002513674],"genre_scores_gemma":[0.9993605,0.00002258306,0.000170968,0.00008930113,0.0001360196,0.000046033812,0.00007820101,0.000046238914,0.000050174953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99617773,0.0011646741,0.0013675699,0.0004870931,0.00032829886,0.0004746518],"domain_scores_gemma":[0.99874383,0.000074788855,0.0006579556,0.00018832933,0.000030983723,0.0003040871],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018889898,0.00032613473,0.0006776551,0.00092161936,0.00017996252,0.000053691994,0.00020659255,0.000081992766,0.00010554164],"category_scores_gemma":[0.000005643645,0.00029482497,0.00013183706,0.0006196004,0.00008969417,0.00033206053,0.00005165039,0.00072859257,0.000011845574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007880361,0.014149023,0.8151074,0.00038141952,0.00014178971,0.00002180992,0.16468497,8.282953e-7,0.0000058243254,0.00055216975,0.00022130561,0.0039454107],"study_design_scores_gemma":[0.008017019,0.006670259,0.9178065,0.0041389344,0.000026636008,0.00007681511,0.06277819,0.000020054094,0.000018814082,0.0002535191,0.0000029028233,0.00019032665],"about_ca_topic_score_codex":0.0005989235,"about_ca_topic_score_gemma":0.00028507918,"teacher_disagreement_score":0.102699116,"about_ca_system_score_codex":0.0006823994,"about_ca_system_score_gemma":0.0005228605,"threshold_uncertainty_score":0.9999504},"labels":[],"label_agreement":null},{"id":"W4399023603","doi":"10.21608/menj.2024.354775","title":"Relationship between Depressive Symptoms and Subjective Wellbeing in Patients with Schizophrenia","year":2024,"lang":"en","type":"article","venue":"Menoufia Nursing Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Psychiatry; Clinical psychology; Distress; Depressive symptoms; Quality of life (healthcare); Psychology; Subjective well-being; Depression (economics); Intervention (counseling); Diagnosis of schizophrenia; Positive and Negative Syndrome Scale; Medicine; Psychosis; Anxiety; Psychotherapist; Happiness","score_opus":0.019869784941007378,"score_gpt":0.3343562987480576,"score_spread":0.3144865138070502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399023603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937859,0.0022748134,0.00018874984,0.00025528425,0.00076416257,0.00027692397,0.0000073237934,0.000034399243,0.0024123997],"genre_scores_gemma":[0.99926996,0.0000031978145,0.00021880002,0.00001848667,0.00025167136,0.000011004154,0.000015072235,0.000027206748,0.00018457902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988248,0.00013351066,0.00026504914,0.0002532488,0.00019295992,0.00033043363],"domain_scores_gemma":[0.9993686,0.00028430021,0.000090776266,0.000094111994,0.000027289523,0.0001349255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020038312,0.00015265265,0.00017914629,0.00030292515,0.0003631199,0.00016479622,0.00007813308,0.00008321565,0.00007051162],"category_scores_gemma":[0.000011569964,0.00011707674,0.00002394442,0.00025511222,0.00007124042,0.00031063546,0.000010348478,0.0005137209,0.00002449091],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029580892,0.0001046844,0.9386118,0.000016819557,0.000055277724,0.000056119792,0.003687544,0.0000014119483,9.691406e-7,0.00090692606,0.00010270056,0.05615994],"study_design_scores_gemma":[0.002377624,0.00037399036,0.9914745,0.0010942206,0.00008706429,0.000045286055,0.00022680183,0.00000908526,0.000011874081,0.0041438667,0.000028830726,0.00012683512],"about_ca_topic_score_codex":0.000022070291,"about_ca_topic_score_gemma":0.000004916761,"teacher_disagreement_score":0.056033105,"about_ca_system_score_codex":0.00030302047,"about_ca_system_score_gemma":0.000033536056,"threshold_uncertainty_score":0.4774251},"labels":[],"label_agreement":null},{"id":"W4399073516","doi":"10.1371/journal.pone.0303750","title":"Implementation and adaptation of a hub-based psychiatric and primary care program: A qualitative descriptive analysis of The Seamless Care Optimizing the Patient Experience (SCOPE) Mental Health program","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; CARE Canada; Women's College Hospital; McMaster University; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Scope (computer science); Nursing; Medicine; Health care; Medical education; Psychiatry; Computer science","score_opus":0.09953992392606616,"score_gpt":0.4264775372645187,"score_spread":0.32693761333845256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399073516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97965366,0.015725126,0.00003965848,0.0003515069,0.000071690374,0.003769442,0.00025629418,0.000035458703,0.00009716132],"genre_scores_gemma":[0.9907825,0.000118840995,0.00738768,0.00006323038,0.000009186399,0.0013175203,0.00030235283,0.000012585845,0.000006077234],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983586,0.00039006872,0.00042830748,0.00030357932,0.00032317676,0.0001962862],"domain_scores_gemma":[0.99930155,0.00008577245,0.00028283588,0.00017348707,0.00010341645,0.000052962594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015215906,0.00013756202,0.00027931965,0.00016187815,0.00024766824,0.00003942896,0.00008919794,0.000033635144,0.000020519592],"category_scores_gemma":[0.0000027204262,0.00008692246,0.0000702483,0.0008510959,0.00014375197,0.00009891514,0.000043964632,0.00008871224,2.827908e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015914945,0.0009016556,0.017631447,0.0012902941,0.00073241413,5.457438e-7,0.70499444,0.000007047514,0.00006446183,0.0001474218,0.00001073344,0.2740604],"study_design_scores_gemma":[0.0010052917,0.0022911255,0.038823027,0.00043777938,0.0009811741,4.4801806e-7,0.9537837,0.0014337281,0.0010898021,0.000009484046,0.00002083329,0.00012359454],"about_ca_topic_score_codex":0.0018716302,"about_ca_topic_score_gemma":0.00096569204,"teacher_disagreement_score":0.2739368,"about_ca_system_score_codex":0.00018410094,"about_ca_system_score_gemma":0.00008924204,"threshold_uncertainty_score":0.35445952},"labels":[],"label_agreement":null},{"id":"W4399137877","doi":"10.36348/sjhss.2024.v09i05.001","title":"Mental Health in the Middle East: Historical Perspectives, Current Challenges, and Future Implications","year":2024,"lang":"en","type":"article","venue":"Saudi Journal of Humanities and Social Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Middle East; Current (fluid); Mental health; Political science; History; Geography; Psychology; Psychiatry; Archaeology; Geology; Oceanography","score_opus":0.23416170477131173,"score_gpt":0.4135051423484322,"score_spread":0.17934343757712048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399137877","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14268129,0.7336144,0.0000014120449,0.115530536,0.0012630945,0.00014545035,0.0000116142855,0.0000058330397,0.006746423],"genre_scores_gemma":[0.95607036,0.042143676,0.000012656265,0.0003453364,0.0012905634,0.000007037967,0.0000011009172,0.0000031116483,0.00012613127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.999291,0.00011459408,0.00018353344,0.00011424361,0.00013904723,0.00015755492],"domain_scores_gemma":[0.99980795,0.0000422982,0.00008609841,0.000024739098,0.0000159717,0.000022910974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005644817,0.000062914856,0.000121034755,0.00008697917,0.0007996497,0.00008546167,0.00011621921,0.000020768912,0.000048850303],"category_scores_gemma":[0.0000011299999,0.000037635415,0.00003381891,0.00007918479,0.00020953403,0.00014712145,0.000016417313,0.00015909654,8.840501e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000094013485,0.00011029737,0.0001636378,0.000050286337,0.0000109513985,0.000003078203,0.378085,4.972024e-9,3.4666084e-7,0.3865032,0.007818297,0.2272455],"study_design_scores_gemma":[0.00026114745,0.00048119188,0.046182726,0.00007511079,0.000010052225,0.000093694325,0.47890845,9.851096e-7,3.416076e-8,0.009650279,0.46426603,0.000070315495],"about_ca_topic_score_codex":0.00010894812,"about_ca_topic_score_gemma":0.000313247,"teacher_disagreement_score":0.8133891,"about_ca_system_score_codex":0.00018163509,"about_ca_system_score_gemma":0.000046179324,"threshold_uncertainty_score":0.615034},"labels":[],"label_agreement":null},{"id":"W4399204648","doi":"10.1371/journal.pone.0302543","title":"Walk-in mental health: Bridging barriers in a pandemic","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Pandemic; Bridging (networking); Mental health; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Computer science; Virology; Psychiatry; Computer security; Infectious disease (medical specialty)","score_opus":0.0863605451999038,"score_gpt":0.37261494326361305,"score_spread":0.2862543980637092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399204648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845999,0.0060957656,0.0000016601304,0.0040198,0.0003211176,0.00056278595,0.0000237026,0.0000998119,0.0042754617],"genre_scores_gemma":[0.996311,0.00026092972,0.00006298132,0.0008091156,0.00008988918,0.00013576692,0.000035932226,0.000020684449,0.002273712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875975,0.000092472685,0.00028746194,0.00029810995,0.00014854096,0.0004136834],"domain_scores_gemma":[0.99966013,0.000048074457,0.00002693929,0.00013053868,0.0000029997746,0.00013128764],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027844677,0.00010696785,0.00021046396,0.00020605192,0.000059559763,0.000022985785,0.00009035199,0.000055425477,0.0013360312],"category_scores_gemma":[0.000006334747,0.00010422658,0.000025962867,0.00027559433,0.000020009895,0.00009347997,0.000026012782,0.00022514976,0.0004632393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028661476,0.0024728393,0.835547,0.0011126726,0.0002402336,0.00040428014,0.025542693,8.176296e-7,0.0011214336,0.0017330392,0.005435346,0.12610309],"study_design_scores_gemma":[0.02276989,0.002762565,0.90226024,0.02170981,0.00019169145,0.00012783753,0.01512734,0.0107535655,0.0044073733,0.0043387786,0.012991899,0.0025589864],"about_ca_topic_score_codex":0.0015526038,"about_ca_topic_score_gemma":0.0008536243,"teacher_disagreement_score":0.1235441,"about_ca_system_score_codex":0.00037491758,"about_ca_system_score_gemma":0.000043922104,"threshold_uncertainty_score":0.99957687},"labels":[],"label_agreement":null},{"id":"W4399298101","doi":"10.1017/gmh.2024.69","title":"Establishing partnerships with people with lived experience of mental illness for stigma reduction in low- and middle-income settings","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"National Institute of Mental Health; National Institute for Health and Care Research","keywords":"Stigma (botany); Mental illness; Lived experience; Psychology; Low income; Social stigma; Mental health; Psychiatry; Medicine; Sociology; Socioeconomics; Psychotherapist; Family medicine","score_opus":0.041684709358910506,"score_gpt":0.3556096954751548,"score_spread":0.3139249861162443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399298101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907746,0.0032996878,0.00018421511,0.0014997052,0.0009580329,0.0024926064,0.00029326687,0.00008832105,0.00040957422],"genre_scores_gemma":[0.99754643,0.00010603807,0.0011027058,0.00018050702,0.00008394903,0.00046608786,0.00021284416,0.000032974458,0.00026847346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757975,0.00013217836,0.00055432064,0.0007202706,0.00031380975,0.00069964846],"domain_scores_gemma":[0.9991415,0.00007794913,0.00022668108,0.00022644414,0.000034221972,0.00029318812],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045336905,0.00030502543,0.00043566097,0.000118574266,0.00033781066,0.00009364436,0.00016434933,0.00009046458,0.00002248224],"category_scores_gemma":[0.0000067842034,0.00024556273,0.00004131119,0.00056960265,0.00017932692,0.00049543654,0.00006649897,0.00017039943,0.000005555497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022320213,0.004112583,0.39112258,0.030330366,0.0005895486,0.00026288017,0.33508575,0.000017285205,0.0004058655,0.033806495,0.005719437,0.176227],"study_design_scores_gemma":[0.03037652,0.01656856,0.47648188,0.04068216,0.00021860599,0.0029922572,0.41552043,0.00316733,0.006509073,0.0003484948,0.0039429865,0.0031916916],"about_ca_topic_score_codex":0.0021806206,"about_ca_topic_score_gemma":0.0004515069,"teacher_disagreement_score":0.17303531,"about_ca_system_score_codex":0.0007716746,"about_ca_system_score_gemma":0.00013723646,"threshold_uncertainty_score":0.99999964},"labels":[],"label_agreement":null},{"id":"W4399360728","doi":"10.5334/pme.1152","title":"A Mixed Methods Study of Perceptions of Mental Illness and Self-Disclosure of Mental Illness Among Medical Learners","year":2024,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental illness; Self-disclosure; Perception; Psychology; Medicine; Psychiatry; Clinical psychology; Mental health; Psychotherapist","score_opus":0.02077978640171122,"score_gpt":0.45361512201246507,"score_spread":0.4328353356107538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399360728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99217796,0.0017537444,0.00007558184,0.0011294468,0.0019269625,0.0008306242,0.000019880314,0.0000468499,0.002038923],"genre_scores_gemma":[0.99862766,0.00036282846,0.00031078391,0.000036344576,0.00014252577,0.00019404854,0.00003776725,0.000023057331,0.0002649699],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971321,0.00076095806,0.0005472541,0.0004863005,0.0008647398,0.00020859911],"domain_scores_gemma":[0.9988927,0.00033037752,0.00016025116,0.00023778333,0.00007740398,0.00030146475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010940218,0.0001921238,0.0004018162,0.00029233002,0.00014389098,0.000011705636,0.0002160084,0.00019282002,0.0050399182],"category_scores_gemma":[0.0002322197,0.00015319714,0.00009069969,0.00040714996,0.000496913,0.00011679756,0.00007184483,0.00033014713,0.000008269765],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023887903,0.019917345,0.03423004,0.0003922327,0.0005635528,0.000007672039,0.63347626,3.3116447e-7,0.00012503442,0.0070640873,0.0017296938,0.3022549],"study_design_scores_gemma":[0.0013383309,0.0010586978,0.17629665,0.00038489763,0.00014393454,0.000018739116,0.8198394,0.00026679708,0.0001951996,0.00014720298,0.0001504818,0.00015965066],"about_ca_topic_score_codex":0.0012911207,"about_ca_topic_score_gemma":0.00016175209,"teacher_disagreement_score":0.30209523,"about_ca_system_score_codex":0.00016968137,"about_ca_system_score_gemma":0.00029613063,"threshold_uncertainty_score":0.99586964},"labels":[],"label_agreement":null},{"id":"W4399443264","doi":"10.1080/09638237.2024.2361259","title":"Chinese university students’ help-seeking behaviors when faced with mental health challenges","year":2024,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regent Park Community Health Centre; University of Toronto; York University; University of British Columbia; Toronto Metropolitan University","funders":"National Social Science Fund of China; Canadian Institutes of Health Research","keywords":"Mental health; Psychology; Help-seeking; Psychiatry; Medical education; Medicine","score_opus":0.041092308528246364,"score_gpt":0.4122728835703382,"score_spread":0.37118057504209184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399443264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9408982,0.026414499,0.000042712705,0.027672112,0.0027579835,0.0009424849,0.00011836166,0.00006385031,0.0010898025],"genre_scores_gemma":[0.99093956,0.005037177,0.00044674447,0.0007432018,0.00028111014,0.0000038395738,0.000046233323,0.000046826946,0.0024552953],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99699223,0.0004055878,0.0007228689,0.0003843241,0.0008266636,0.0006683259],"domain_scores_gemma":[0.99846673,0.000056510144,0.00059038884,0.00021543997,0.000039309576,0.0006316049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011072322,0.0003141634,0.00060858345,0.000384571,0.00058274943,0.0000700827,0.0004346483,0.000082999824,0.0005919506],"category_scores_gemma":[0.0000014286405,0.00023690861,0.00016123036,0.00025333458,0.00007186735,0.0004315807,0.00009952676,0.00053385703,0.00007732734],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054858075,0.007405833,0.23516439,0.002278928,0.0015249448,0.0018507979,0.17478257,0.0000038997177,0.00010863767,0.0021517954,0.060959443,0.50828296],"study_design_scores_gemma":[0.029089892,0.03379838,0.61835605,0.008885339,0.0002228452,0.005262415,0.16442753,0.00007217605,0.000059626138,0.00035514907,0.13791272,0.0015578843],"about_ca_topic_score_codex":0.0007654398,"about_ca_topic_score_gemma":0.00067122566,"teacher_disagreement_score":0.5067251,"about_ca_system_score_codex":0.0017320223,"about_ca_system_score_gemma":0.00030649637,"threshold_uncertainty_score":0.96608526},"labels":[],"label_agreement":null},{"id":"W4399783600","doi":"10.1007/978-3-031-58141-0_13","title":"Humanism as a Foundation for Understanding and Addressing Non-adherence","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Foundation (evidence); Humanism; Engineering ethics; Environmental ethics; Medicine; Philosophy; Engineering; Political science; Law; Theology","score_opus":0.2880434182360371,"score_gpt":0.451932868212097,"score_spread":0.16388944997605992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399783600","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020502007,0.00078435824,0.0022884642,0.0001652368,0.0012657889,0.0009967526,0.000018206323,0.000071785886,0.9942044],"genre_scores_gemma":[0.098939106,0.000048187085,0.00019157169,0.00021446387,0.00024859232,0.00009140752,0.00013051412,0.000053788768,0.90008235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990522,0.0000040314385,0.00022891353,0.00041756118,0.000101019716,0.0001962519],"domain_scores_gemma":[0.9995692,0.00010378407,0.000105659754,0.00014210596,0.000015532612,0.00006371147],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009378661,0.00022015849,0.000214848,0.00012226579,0.0002521542,0.00014665561,0.0000608138,0.00023143385,0.0063105263],"category_scores_gemma":[0.0000013272038,0.00019075333,0.000059699145,0.000011854794,0.00005742842,0.00007855633,0.00004009552,0.00014941988,0.00084626995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041732055,0.000009183222,0.000004365538,0.0002890967,0.000080975246,0.000016620039,0.00040384347,9.720082e-9,0.0000038286516,0.97841734,0.002469148,0.018263847],"study_design_scores_gemma":[0.00077420945,0.00042366143,0.000016627828,0.00088214956,0.00016577588,0.000020037678,0.00048237588,0.0000328005,0.0000095755,0.9563624,0.040536184,0.0002941481],"about_ca_topic_score_codex":0.00009431177,"about_ca_topic_score_gemma":0.00010985129,"teacher_disagreement_score":0.09873409,"about_ca_system_score_codex":0.00019596951,"about_ca_system_score_gemma":0.00001956837,"threshold_uncertainty_score":0.9999317},"labels":[],"label_agreement":null},{"id":"W4399821480","doi":"10.1002/ijop.13157","title":"Coping among South Asian individuals living with chronic illnesses: A latent profile analysis","year":2024,"lang":"en","type":"article","venue":"International Journal of Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Typology; Coping (psychology); Latent class model; Psychology; Sociocultural evolution; Socioeconomic status; Clinical psychology; Developmental psychology; Psychiatry; Medicine; Population","score_opus":0.026658407494187332,"score_gpt":0.3993112688035602,"score_spread":0.37265286130937286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399821480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97154915,0.0026800248,0.0055943206,0.0030123312,0.006399834,0.00022727047,0.000042018226,0.00004920204,0.010445845],"genre_scores_gemma":[0.9974564,0.00005173851,0.0003384484,0.00039080647,0.00085377035,0.00003319233,0.000020529205,0.000024759915,0.00083036366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981938,0.0001510465,0.00062459486,0.00031051494,0.0004256295,0.000294408],"domain_scores_gemma":[0.99896634,0.00014186009,0.0004237664,0.0001719479,0.00017635849,0.00011972543],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004609005,0.00017675057,0.00032935195,0.0010321721,0.000068720314,0.00012995598,0.00050312234,0.000115146344,0.0056124823],"category_scores_gemma":[0.000015359929,0.00012898276,0.00020745283,0.000527369,0.00010215396,0.00027235935,0.00004669595,0.00036019788,0.00018542676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015660159,0.00048327612,0.8937525,0.00005701754,0.0122952955,0.0013692519,0.008909932,0.00008253058,0.0000409255,0.0025425628,0.004666243,0.07564385],"study_design_scores_gemma":[0.0011839813,0.0007129812,0.99110615,0.00057372404,0.0006694084,0.0006046611,0.00062763324,0.00009267899,0.000022882818,0.00023470949,0.0039663324,0.00020485956],"about_ca_topic_score_codex":0.00006946919,"about_ca_topic_score_gemma":0.000119322234,"teacher_disagreement_score":0.09735364,"about_ca_system_score_codex":0.00019552925,"about_ca_system_score_gemma":0.00007279065,"threshold_uncertainty_score":0.99529654},"labels":[],"label_agreement":null},{"id":"W4399827518","doi":"10.7759/cureus.62642","title":"A Systematic Review of the Effect of Stigmatization on Psychiatric Illness Outcomes","year":2024,"lang":"en","type":"review","venue":"Cureus","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Medicine; Psychiatry; Mental illness; Mental health","score_opus":0.03291151510835085,"score_gpt":0.4407800717507824,"score_spread":0.40786855664243155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399827518","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013429101,0.9863203,9.0029954e-7,0.000033105647,0.002777694,0.0072819986,0.00008455813,0.00002354025,0.0034644813],"genre_scores_gemma":[0.000084379935,0.99696493,0.0000025827978,0.000056306282,0.000048259273,0.0012214828,0.00005132324,0.000042848114,0.0015278754],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99685645,0.0010830077,0.0013234614,0.00027591898,0.00030512345,0.0001560547],"domain_scores_gemma":[0.9972007,0.0005671115,0.0012685613,0.0009025304,0.000026391697,0.00003465133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055003655,0.0003744417,0.0030641598,0.00011436906,0.000052209623,0.0000077493005,0.0005078922,0.00018143399,0.00026478915],"category_scores_gemma":[0.00014564578,0.00015586194,0.0008263951,0.0006495039,0.000029761011,0.000021198875,0.000057540146,0.00019884952,0.00028919213],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002286336,0.00006986722,0.000020403639,0.9633691,0.00055493333,0.0000013158214,0.000036165973,7.530042e-9,1.9844293e-9,0.0009170489,0.001395355,0.033633564],"study_design_scores_gemma":[0.00013968065,0.00018687022,0.0000080746295,0.9790771,0.01299655,0.000007346301,0.0000055748005,2.1369263e-7,5.322454e-7,0.000017231525,0.007430696,0.0001301234],"about_ca_topic_score_codex":0.000017423137,"about_ca_topic_score_gemma":0.0000022027004,"teacher_disagreement_score":0.03350344,"about_ca_system_score_codex":0.00010014381,"about_ca_system_score_gemma":0.000033729437,"threshold_uncertainty_score":0.63558656},"labels":[],"label_agreement":null},{"id":"W4399880017","doi":"10.1111/jep.14052","title":"Profiles of quality of outpatient care among individuals with mental disorders based on survey and administrative data","year":2024,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas Mental Health University Institute; Douglas College; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ambulatory care; Psychological intervention; Cohort; Respondent; Mental health; Family medicine; Health care; Diversity (politics); Nursing; Psychiatry","score_opus":0.4301710060515769,"score_gpt":0.6368577904544392,"score_spread":0.20668678440286237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399880017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467844,0.00078134827,0.00003900715,0.0010768288,0.0005450647,0.000743881,0.00029143115,0.0000021708422,0.0018418208],"genre_scores_gemma":[0.99874324,0.0000645721,0.0008779495,0.00009617111,0.000038276652,0.000012404744,0.00014898412,0.0000074890554,0.000010914526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929861,0.0042900406,0.0015710383,0.00023364542,0.0008291326,0.0000900359],"domain_scores_gemma":[0.98574257,0.011912544,0.0016554433,0.00025243135,0.00037089217,0.000066125474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017559774,0.00009507215,0.00033655154,0.00012062094,0.00003064889,0.000020507166,0.00014575236,0.000090622685,0.00019616679],"category_scores_gemma":[0.0054165986,0.00006615894,0.00004233809,0.000192751,0.00014653045,0.0004924202,0.000035526136,0.00037753972,0.0000019095828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003412934,0.0018421791,0.9607656,0.00015417962,0.00018748171,0.000005669639,0.0023429715,0.000029720895,7.3889737e-7,0.000106233296,0.00042222455,0.030730074],"study_design_scores_gemma":[0.002851463,0.004177327,0.985551,0.0003405249,0.00016461396,0.0000023062137,0.0059350654,0.00066147227,0.000012575475,0.00007993094,0.00016093429,0.000062773724],"about_ca_topic_score_codex":0.00038172113,"about_ca_topic_score_gemma":0.00067819364,"teacher_disagreement_score":0.030667301,"about_ca_system_score_codex":0.000060974075,"about_ca_system_score_gemma":0.00027500867,"threshold_uncertainty_score":0.6484566},"labels":[],"label_agreement":null},{"id":"W4399921957","doi":"10.26443/ijwpc.v11i2.435","title":"Vulnerability in Psychiatry","year":2024,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vulnerability (computing); Psychiatry; Psychology; Medicine; Computer science; Computer security","score_opus":0.032529907461020295,"score_gpt":0.41492667329094024,"score_spread":0.38239676582991994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399921957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95629245,0.010587037,0.00003144002,0.006621764,0.015452871,0.00007458784,0.00004032465,0.000013227273,0.010886317],"genre_scores_gemma":[0.9979223,0.000016820331,0.00015330681,0.00028316226,0.00092767336,0.0000057421075,0.00001251284,0.000009536281,0.0006689598],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991343,0.00005635105,0.00027977943,0.00012952025,0.0002838557,0.000116197494],"domain_scores_gemma":[0.99963045,0.00004762504,0.00007368098,0.00006919407,0.00012401365,0.000055014185],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017893844,0.000078303485,0.000111777365,0.0002508293,0.000022780443,0.00006209342,0.00024806143,0.00005257033,0.0011475054],"category_scores_gemma":[0.000009850983,0.000063397194,0.000116297226,0.00009710414,0.000021479835,0.00017707769,0.000013403661,0.0002620027,0.00013747664],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003769676,0.00034145924,0.30602506,0.00013340516,0.00029267525,0.0013339262,0.024535561,0.000027589673,0.00013526592,0.0047712503,0.023501558,0.6385253],"study_design_scores_gemma":[0.0057161986,0.00092902494,0.77624154,0.0020434083,0.00009077376,0.0012236795,0.11801683,0.00017230649,0.0002656909,0.0027875192,0.09203938,0.00047361938],"about_ca_topic_score_codex":0.00011864843,"about_ca_topic_score_gemma":0.00009044578,"teacher_disagreement_score":0.6380517,"about_ca_system_score_codex":0.00027268508,"about_ca_system_score_gemma":0.00006388039,"threshold_uncertainty_score":0.9997656},"labels":[],"label_agreement":null},{"id":"W4400057419","doi":"10.1101/2024.06.25.24309402","title":"The development and validation of a prognostic model to predict relapse in adults with remitted depression in primary care: secondary analysis of pooled individual participant data from multiple studies","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Centre for Addiction and Mental Health","funders":"","keywords":"Depression (economics); Primary care; Psychology; Clinical psychology; Prognostic model; Pooled analysis; Medicine; Oncology; Internal medicine; Meta-analysis; Overall survival; Family medicine","score_opus":0.1132517183323569,"score_gpt":0.37393362008095865,"score_spread":0.26068190174860173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400057419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98458207,0.012750401,0.000017394934,0.000070329465,0.00015693887,0.0015306105,0.0008222018,0.000016521108,0.000053544914],"genre_scores_gemma":[0.9950869,0.00015025758,0.0011081998,0.000015094006,0.0000108399145,0.0007117377,0.0028830506,0.000018634886,0.000015276519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753696,0.00025229386,0.0008976205,0.0007439964,0.00033731098,0.00023184363],"domain_scores_gemma":[0.9982493,0.0005722524,0.0003262891,0.0007247015,0.00006542113,0.00006207121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007352092,0.00022764044,0.0006583799,0.0003999288,0.000051572093,0.000017401198,0.00040604608,0.00013701459,0.0000058730216],"category_scores_gemma":[0.000115932045,0.0001459211,0.000029825671,0.00050437584,0.000064868625,0.00004888732,0.0015112351,0.00035512252,0.0000012959991],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001087121,0.00021442503,0.92999476,0.0011250052,0.002407588,0.00002042039,0.05460894,0.0010115678,0.0000225158,0.0000018218726,0.00002099177,0.00948486],"study_design_scores_gemma":[0.001467192,0.00006305858,0.98333406,0.002768304,0.0020234706,1.8440475e-7,0.0043257815,0.005316298,0.0004928183,0.00006474845,0.000002997469,0.00014108662],"about_ca_topic_score_codex":0.0005326149,"about_ca_topic_score_gemma":0.0053359214,"teacher_disagreement_score":0.053339317,"about_ca_system_score_codex":0.00008740977,"about_ca_system_score_gemma":0.0001781361,"threshold_uncertainty_score":0.59504896},"labels":[],"label_agreement":null},{"id":"W4400086542","doi":"10.1037/sah0000547","title":"The impact of the Big Five personality traits on help-seeking stigmas, attitudes, and intentions.","year":2024,"lang":"en","type":"article","venue":"Stigma and Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Movember Foundation","keywords":"Big Five personality traits; Conscientiousness; Openness to experience; Psychology; Agreeableness; Extraversion and introversion; Neuroticism; Personality; Mental health; Context (archaeology); Help-seeking; Clinical psychology; Social psychology; Hierarchical structure of the Big Five; Psychiatry","score_opus":0.08890418520850585,"score_gpt":0.44798674046334386,"score_spread":0.359082555254838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400086542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9680438,0.021323744,0.000013067996,0.006608827,0.00061904656,0.0005172184,0.000101189115,0.000026328702,0.0027467685],"genre_scores_gemma":[0.99756575,0.000836459,0.000007541493,0.00029910594,0.0001222146,0.000024965057,0.0000054785005,0.000009465796,0.00112903],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989742,0.00015076526,0.00022347872,0.0002328001,0.00014600075,0.00027274064],"domain_scores_gemma":[0.999456,0.00019276657,0.0000759838,0.00014140924,0.000018386947,0.000115478164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005165822,0.00011981164,0.0001606752,0.00004037297,0.0007017059,0.000054635566,0.00009180571,0.000045317764,0.00006615543],"category_scores_gemma":[0.000010165436,0.000058155932,0.00007563716,0.00013975249,0.00015861321,0.00003380712,0.000036659665,0.00020223609,0.0000064069286],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021579702,0.0002882463,0.17260161,0.000910966,0.0002776016,0.000008814855,0.009017643,0.0000011416686,0.00004317687,0.048799407,0.0152469585,0.7525886],"study_design_scores_gemma":[0.00032164733,0.0003710966,0.99649763,0.0003480869,0.00001203838,0.000013343573,0.0005903477,0.00005595537,0.0000036205288,0.00089077937,0.0008410359,0.000054429118],"about_ca_topic_score_codex":0.005916012,"about_ca_topic_score_gemma":0.0014332281,"teacher_disagreement_score":0.823896,"about_ca_system_score_codex":0.00009504054,"about_ca_system_score_gemma":0.00012995786,"threshold_uncertainty_score":0.89432794},"labels":[],"label_agreement":null},{"id":"W4400134543","doi":"10.1016/b978-0-443-18529-8.00010-x","title":"Health equity, mental health, and partnerships to build back after COVID-19: Multistakeholder perspectives at a United Nations event","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Equity (law); Coronavirus disease 2019 (COVID-19); Mental health; Event (particle physics); Health equity; Political science; 2019-20 coronavirus outbreak; Medicine; Psychiatry; Nursing; Virology; Public health; Infectious disease (medical specialty); Law; Disease","score_opus":0.13154580496780993,"score_gpt":0.42766496919927444,"score_spread":0.2961191642314645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400134543","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00063564884,0.03404259,0.0000043389987,0.047439773,0.0012261022,0.005201799,0.0017023818,0.00018104119,0.90956634],"genre_scores_gemma":[0.009554157,0.0009509886,0.00019307369,0.018844614,0.00032981246,0.00067513087,0.0006697135,0.00017227774,0.9686102],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604553,0.00019804793,0.00094359677,0.0013585178,0.00052771525,0.00092657615],"domain_scores_gemma":[0.9966834,0.0001623959,0.00037940824,0.0006524491,0.000060871633,0.0020614779],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005620774,0.00075743435,0.000875944,0.0016428247,0.0008308818,0.00012157385,0.0002877679,0.00033065135,0.0040748618],"category_scores_gemma":[0.000016123977,0.000708578,0.00023691716,0.00016797852,0.00024560743,0.000053785927,0.00064571016,0.0006192736,0.0020412847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009752328,0.0003208812,0.00013732519,0.0033910626,0.00086709234,0.00027513958,0.076957464,6.3044035e-7,9.948818e-7,0.17292418,0.06311861,0.6810314],"study_design_scores_gemma":[0.0012346647,0.00061064964,0.00007430353,0.0010305335,0.000058416113,0.000101099075,0.0014397571,0.0000021713224,5.9809116e-7,0.0026242645,0.9922763,0.0005472164],"about_ca_topic_score_codex":0.00013754136,"about_ca_topic_score_gemma":0.0062151747,"teacher_disagreement_score":0.92915773,"about_ca_system_score_codex":0.002954769,"about_ca_system_score_gemma":0.00042521625,"threshold_uncertainty_score":0.9995365},"labels":[],"label_agreement":null},{"id":"W4400177647","doi":"10.1007/s10597-024-01302-6","title":"Global Burden Disease Estimates for Major Depressive Disorders (MDD): A review of diagnostic instruments used in studies of prevalence","year":2024,"lang":"en","type":"review","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Major depressive disorder; Burden of disease; Medicine; Psychiatry; Disease burden; Disease; Public health; Depression (economics); Environmental health; Internal medicine; Pathology","score_opus":0.16155436280650368,"score_gpt":0.5342023553090861,"score_spread":0.3726479925025824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400177647","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019700362,0.9874219,0.0000038751546,0.00054825516,0.0015476783,0.0058831633,0.0025490518,0.000017669901,0.00005840756],"genre_scores_gemma":[0.002493086,0.99567,0.00014228161,0.00014932541,0.00007929369,0.0009380718,0.00041879405,0.0000497112,0.000059395243],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99370646,0.0023650657,0.0025524376,0.0003154887,0.00041629805,0.00064423215],"domain_scores_gemma":[0.99453133,0.002158415,0.0021565019,0.0006501907,0.00009139894,0.00041216987],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019039521,0.00058945443,0.0028404538,0.00026767486,0.0005766516,0.000023468925,0.0010102886,0.00013599164,0.00011130262],"category_scores_gemma":[0.00061022374,0.00044746298,0.0006177172,0.000535428,0.0002785409,0.00015280838,0.00046082848,0.00098342,0.000014089269],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007541276,0.0006726573,0.0020438177,0.49514216,0.00046021567,0.000008741989,0.00081831927,1.15675704e-7,3.349423e-9,0.000051386058,0.0020649747,0.49866217],"study_design_scores_gemma":[0.0024715574,0.0011619356,0.0016036138,0.957088,0.002650777,0.00011807447,0.0014520899,0.0000030909337,1.2405276e-7,0.0016563563,0.031397503,0.00039689534],"about_ca_topic_score_codex":0.00067931483,"about_ca_topic_score_gemma":0.00027834813,"teacher_disagreement_score":0.4982653,"about_ca_system_score_codex":0.0012575173,"about_ca_system_score_gemma":0.0006046863,"threshold_uncertainty_score":0.9997977},"labels":[],"label_agreement":null},{"id":"W4400244052","doi":"10.1186/s12888-024-05940-8","title":"Examining recovery and mental health service satisfaction among young immigrant Muslim women with mental distress in Quebec","year":2024,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Douglas Mental Health University Institute; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Thematic analysis; Mental health literacy; Mental illness; Psychological intervention; Psychology; Qualitative research; Population; Cultural competence; Competence (human resources); Help-seeking; Medicine; Nursing; Psychiatry; Social psychology; Sociology","score_opus":0.016889884276342464,"score_gpt":0.3013955819570893,"score_spread":0.28450569768074685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400244052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907685,0.0025048547,0.00002415747,0.0012575253,0.00364946,0.0008644283,0.00010673557,0.000121722594,0.00070262497],"genre_scores_gemma":[0.9973837,0.00011215846,0.00021613819,0.00056313234,0.00017336823,0.00025617742,0.00016806497,0.000044495027,0.0010827767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807936,0.00016374962,0.00039896602,0.0006060896,0.00019979574,0.0005520107],"domain_scores_gemma":[0.99938595,0.000039075592,0.00011742809,0.00022680088,0.000006643957,0.00022407513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028485758,0.0002676074,0.00027052886,0.00019896498,0.0002467262,0.00011726383,0.00009167442,0.00009637211,0.00027896455],"category_scores_gemma":[0.0000011117717,0.00022641853,0.000026847947,0.0003613958,0.000049871964,0.0003984896,0.000041243806,0.0002280716,0.0000373193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005745971,0.00016827494,0.9417679,0.0006665846,0.00007154255,0.000007075163,0.030638603,0.0000017502564,0.000010936099,0.000115174545,0.0015108155,0.02446678],"study_design_scores_gemma":[0.0017607315,0.0004020569,0.92658794,0.0005668038,0.000009841532,0.000054149645,0.07010686,0.000068368296,0.0000011031382,0.000060158174,0.00015762368,0.0002243804],"about_ca_topic_score_codex":0.18018243,"about_ca_topic_score_gemma":0.60843456,"teacher_disagreement_score":0.42825213,"about_ca_system_score_codex":0.00063703797,"about_ca_system_score_gemma":0.000117689386,"threshold_uncertainty_score":0.92330796},"labels":[],"label_agreement":null},{"id":"W4400408227","doi":"10.1371/journal.pmen.0000074","title":"Characterizing clinical heterogeneity in an inpatient service treating mental, substance use and concurrent disorders","year":2024,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; McMaster University; St. Joseph’s Healthcare Hamilton; Homewood Research Institute","funders":"Mitacs; Peter Boris Centre for Addictions Research","keywords":"Substance use; Medicine; Psychiatry","score_opus":0.16118091417003383,"score_gpt":0.45314030859848714,"score_spread":0.2919593944284533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400408227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98922133,0.0040731863,0.0000022999109,0.0025874067,0.0020493579,0.0015868077,0.00023878102,0.00013122523,0.000109578024],"genre_scores_gemma":[0.9951782,0.0013072272,0.000081972794,0.0025080333,0.00011490809,0.00021223263,0.000503139,0.00004617228,0.00004811062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969117,0.00048344105,0.0009151558,0.00079751335,0.00024429566,0.0006479137],"domain_scores_gemma":[0.99898946,0.00016709176,0.00016884021,0.00026232982,0.000014866254,0.00039743196],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041436809,0.0002971225,0.0004220651,0.00013490157,0.00030791786,0.00013032921,0.00014146011,0.000106765605,0.00014641293],"category_scores_gemma":[0.000003890526,0.00027611546,0.0000597573,0.0002798322,0.0000722746,0.00066729734,0.000070065704,0.0003350269,0.000084886364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029368504,0.0025878479,0.7462881,0.00075389043,0.00007607078,0.000024863859,0.021790978,1.5888558e-7,0.00018929827,0.00027544243,0.00021808207,0.22750159],"study_design_scores_gemma":[0.0047540343,0.00258001,0.97654456,0.002195108,0.00003925015,0.000026954198,0.004413693,0.0034388255,0.00038818587,0.00005623188,0.0048562046,0.00070693315],"about_ca_topic_score_codex":0.0016327203,"about_ca_topic_score_gemma":0.009842384,"teacher_disagreement_score":0.23025647,"about_ca_system_score_codex":0.0003906553,"about_ca_system_score_gemma":0.000037745398,"threshold_uncertainty_score":0.9999691},"labels":[],"label_agreement":null},{"id":"W4400457103","doi":"10.3390/pharmacy12040105","title":"Adapting the Opening Minds Stigma Scale for Healthcare Providers to Measure Opioid-Related Stigma","year":2024,"lang":"en","type":"article","venue":"Pharmacy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stigma (botany); Psychological intervention; Psychiatry; Opioid; Psychology; Addiction; Clinical psychology; Opioid overdose; Scale (ratio); Cronbach's alpha; Mental health; (+)-Naloxone; Medicine; Psychometrics","score_opus":0.1251680977501924,"score_gpt":0.4543747764279212,"score_spread":0.3292066786777288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400457103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8975402,0.018870711,0.0007494271,0.061071675,0.006493307,0.007583349,0.00017515373,0.000506974,0.007009192],"genre_scores_gemma":[0.99109924,0.0000194624,0.0004247819,0.0021997192,0.0004198369,0.0012336752,0.000041223968,0.000059858885,0.0045021866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980893,0.00016152613,0.0003940593,0.00051495765,0.00022741695,0.000612731],"domain_scores_gemma":[0.9990468,0.00032898746,0.000069030044,0.00024580906,0.00005979342,0.00024957448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006316851,0.0002246525,0.00021066358,0.00010813741,0.0006723973,0.00016148633,0.00034305855,0.00005575946,0.0007336306],"category_scores_gemma":[0.000025931979,0.00016067286,0.00010883476,0.00038996682,0.000037187412,0.0002125786,0.00007517274,0.00030139482,0.00041597284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005633627,0.0001286896,0.0054154624,0.0006623765,0.00022717845,0.00005600438,0.019743707,0.000034512348,0.000413684,0.001072689,0.053805344,0.917877],"study_design_scores_gemma":[0.012994985,0.0010683755,0.010544699,0.0028562974,0.00078063994,0.00017708623,0.0143897785,0.018045645,0.008076946,0.001982494,0.9273206,0.0017624662],"about_ca_topic_score_codex":0.0017185141,"about_ca_topic_score_gemma":0.00015838315,"teacher_disagreement_score":0.9161145,"about_ca_system_score_codex":0.00013660823,"about_ca_system_score_gemma":0.0000946484,"threshold_uncertainty_score":0.8032741},"labels":[],"label_agreement":null},{"id":"W4400575378","doi":"10.1016/j.drugalcdep.2023.110734","title":"Emotion Dysregulation Fully Mediates the Relationship between Stress and Impulsivity in Inpatients With Co-Occurring Substance Use and Mental Health Disorders","year":2024,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Impulsivity; Psychology; Substance use; Mental health; Addiction; Clinical psychology; Psychiatry","score_opus":0.04626933078704163,"score_gpt":0.3579851139266258,"score_spread":0.31171578313958415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400575378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955344,0.0025645057,0.00004907025,0.0009770431,0.00012291933,0.0005650452,0.00010892893,0.00002920311,0.00004887084],"genre_scores_gemma":[0.99948037,0.00019437686,0.00002958346,0.000057994548,0.00002913591,0.000032804895,0.000104488594,0.0000104786695,0.000060791623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893546,0.00015902806,0.00019779048,0.00033267765,0.00016018553,0.00021487725],"domain_scores_gemma":[0.9992814,0.0004501986,0.00007490398,0.000103119666,0.0000079055335,0.00008243985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029999326,0.0001301749,0.00012765282,0.00008673437,0.00031563337,0.00011868914,0.00005066165,0.00004218377,0.000007552736],"category_scores_gemma":[0.000009523777,0.00009127663,0.000009379093,0.00016019195,0.00010671216,0.0005049423,0.000022495808,0.00017599655,0.000002433193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003691415,0.000027293532,0.9698383,0.000105589344,0.0000106815005,0.0000027635583,0.0061429515,0.0000022177824,0.0000010548189,0.0005338807,0.000026795957,0.023271514],"study_design_scores_gemma":[0.00063769944,0.00006743508,0.9968728,0.0003244002,0.000008986332,0.0000050777116,0.0012055675,0.00022166697,0.000011527411,0.0005297838,0.000020869224,0.00009422216],"about_ca_topic_score_codex":0.0013012736,"about_ca_topic_score_gemma":0.0039883954,"teacher_disagreement_score":0.02703442,"about_ca_system_score_codex":0.00004582121,"about_ca_system_score_gemma":0.000012298405,"threshold_uncertainty_score":0.3722153},"labels":[],"label_agreement":null},{"id":"W4400738742","doi":"10.1007/s11013-024-09860-w","title":"Discrimination and Social Exclusion of People Experiencing Mental Disorders in Burkina Faso: A Socio-anthropological Study","year":2024,"lang":"en","type":"article","venue":"Culture Medicine and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; University of Ottawa","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Social exclusion; Sociology; Psychology; Geography; Political science","score_opus":0.02924161168735657,"score_gpt":0.4069058806172958,"score_spread":0.37766426892993926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400738742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97506475,0.012067878,0.00001635347,0.008207065,0.0016277604,0.00053994043,0.0000056750578,0.000026345097,0.0024442568],"genre_scores_gemma":[0.99882317,0.0003681775,0.00002583718,0.00014422428,0.00028924996,0.00005941463,0.000035883884,0.000008791035,0.00024523755],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99903685,0.00009007636,0.00025728933,0.00030222672,0.00014811505,0.00016544107],"domain_scores_gemma":[0.9998067,0.000030670264,0.000050130708,0.00006207553,0.000007856867,0.00004258343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731396,0.00014204673,0.00024232217,0.000090474634,0.00022918284,0.000010918321,0.000052810625,0.000098390694,0.00035253708],"category_scores_gemma":[0.0000037545133,0.00008915641,0.000027093476,0.00017444273,0.00018461712,0.000078045974,0.000041316252,0.00015370955,0.000002047142],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013190975,0.000759145,0.31827107,0.00033153925,0.000043518357,0.000006953438,0.6318727,1.7883323e-8,0.00009605363,0.0056043244,0.007253325,0.035629407],"study_design_scores_gemma":[0.002181259,0.0012862699,0.3361824,0.00018519846,0.000067053305,0.000012116389,0.65707356,0.000016968908,0.0000022506078,0.001601112,0.0012702174,0.00012160293],"about_ca_topic_score_codex":0.0007229404,"about_ca_topic_score_gemma":0.0013353407,"teacher_disagreement_score":0.035507806,"about_ca_system_score_codex":0.000025923342,"about_ca_system_score_gemma":0.000008746845,"threshold_uncertainty_score":0.38600338},"labels":[],"label_agreement":null},{"id":"W4400777858","doi":"10.1007/s44192-024-00079-0","title":"Characteristics of mental health literacy measurement in youth: a scoping review of school-based surveys","year":2024,"lang":"en","type":"review","venue":"Discover Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Mount Saint Vincent University; Dalhousie University","funders":"","keywords":"Mental health literacy; Psychological intervention; Mental health; Medical education; Psychology; Population; Literacy; Grey literature; Medicine; MEDLINE; Political science; Mental illness; Pedagogy; Environmental health; Psychiatry","score_opus":0.19061260409654546,"score_gpt":0.5000503411456352,"score_spread":0.3094377370490897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400777858","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014358296,0.9772449,0.000015408978,0.000596871,0.0024895053,0.009852524,0.009366809,0.00003794976,0.00025245806],"genre_scores_gemma":[0.00097003137,0.9874322,0.000068619374,0.0012186142,0.00011762468,0.00040864502,0.009518908,0.00013454932,0.00013085369],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9886545,0.0032091495,0.0048289346,0.0010677635,0.0011858871,0.0010537495],"domain_scores_gemma":[0.99542177,0.000107017775,0.0029885268,0.00088876067,0.00008267164,0.00051124155],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005985453,0.0009224591,0.0050084004,0.00064330833,0.00016315443,0.00004516734,0.0005401895,0.00021269011,0.000625123],"category_scores_gemma":[0.000032287415,0.0007469981,0.00076962,0.0010201307,0.00011143546,0.00020210893,0.0001853511,0.0007051368,0.00016734083],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003696885,0.0009131401,0.0002478705,0.5231426,0.00011771686,0.0000061057112,0.0008632704,7.467719e-9,3.8924888e-8,0.00003744787,0.0011986219,0.47343624],"study_design_scores_gemma":[0.0011465504,0.0006950812,0.00075785554,0.98042303,0.00023152342,0.000010408649,0.00013054429,0.0000011112504,8.829729e-7,0.0000031950954,0.016154006,0.00044581236],"about_ca_topic_score_codex":0.0036513368,"about_ca_topic_score_gemma":0.00042931634,"teacher_disagreement_score":0.47299042,"about_ca_system_score_codex":0.0031845043,"about_ca_system_score_gemma":0.0037898172,"threshold_uncertainty_score":0.9994981},"labels":[],"label_agreement":null},{"id":"W4400777935","doi":"10.1037/sah0000550","title":"Examining the relationship between acceptance of different models of addiction and individual stigma among outpatients with alcohol and opioid use disorders.","year":2024,"lang":"en","type":"article","venue":"Stigma and Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canada Excellence Research Chairs, Government of Canada; Canada Research Chairs","keywords":"Addiction; Stigma (botany); Psychology; Opioid; Clinical psychology; Psychiatry; Alcohol; Opioid addiction; Medicine; Internal medicine; Biology","score_opus":0.1936331864599257,"score_gpt":0.3851939723093706,"score_spread":0.1915607858494449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400777935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99409413,0.004402983,0.00021239583,0.0002467368,0.00010716248,0.0006151583,0.00015924891,0.000018901766,0.00014327749],"genre_scores_gemma":[0.99923474,0.00041637113,0.0000757245,0.000038470156,0.000031994117,0.00004345213,0.000064431035,0.000013141703,0.00008169087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899864,0.00010337338,0.0003018192,0.00025332882,0.00015404681,0.0001887745],"domain_scores_gemma":[0.99918646,0.00041868765,0.00015221337,0.00012742025,0.000012678984,0.00010255473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021252697,0.00012619628,0.00022464276,0.00009302294,0.00026449608,0.000034737142,0.000050694794,0.00006126739,0.00001274039],"category_scores_gemma":[0.0000070270994,0.00007971674,0.000012206411,0.00011641602,0.00017940108,0.00022158763,0.000041188137,0.00015834172,3.0458457e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004437702,0.00003752625,0.9025875,0.00023802006,0.000050499108,3.9777547e-7,0.006768038,0.0000010777798,2.4185994e-7,0.002913206,0.00007511904,0.08728403],"study_design_scores_gemma":[0.0007416962,0.00055055396,0.9958101,0.00039044424,0.000058159385,0.0000011608523,0.0008592468,0.00011631014,0.0000026988828,0.0013911518,0.0000121864105,0.00006627657],"about_ca_topic_score_codex":0.0011384467,"about_ca_topic_score_gemma":0.0004940369,"teacher_disagreement_score":0.09322264,"about_ca_system_score_codex":0.000018968667,"about_ca_system_score_gemma":0.000022303146,"threshold_uncertainty_score":0.32507542},"labels":[],"label_agreement":null},{"id":"W4400837660","doi":"10.3389/frhs.2024.1456603","title":"Editorial: World mental health day 2022: key drivers of risk to mental health services and innovative solutions","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Health Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; University of Toronto; Institute for Work & Health; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Key (lock); Psychology; Business; Environmental health; Medicine; Psychiatry; Computer science; Computer security","score_opus":0.01025072920830698,"score_gpt":0.3424572155281903,"score_spread":0.3322064863198833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400837660","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012624852,0.048813067,0.000019800435,0.0077692443,0.9221404,0.0042467294,0.015297149,0.00017074961,0.0002803301],"genre_scores_gemma":[0.0013470877,0.031073341,0.003116019,0.004119162,0.9443566,0.0006821045,0.012922345,0.00030451384,0.0020788158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98984003,0.0014953312,0.0028852033,0.0019383088,0.0016392366,0.0022018603],"domain_scores_gemma":[0.9947282,0.00042968604,0.0026526458,0.00083345355,0.00026340495,0.0010926136],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036459041,0.0010830484,0.0024391222,0.002230801,0.0013000697,0.00015137126,0.0010402047,0.0007919923,0.00016456054],"category_scores_gemma":[0.000014513803,0.0010920531,0.00016658731,0.002969041,0.00019571031,0.00043997943,0.0006616945,0.0021433095,0.00010597265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057398336,0.0004354927,0.0038358038,0.011533035,0.00031767294,0.0000037927068,0.07253566,0.0000029216937,2.4111108e-7,0.00015040305,0.9015207,0.009090295],"study_design_scores_gemma":[0.0026435766,0.000907183,0.0013303559,0.0066719083,0.000033632357,0.0000012039478,0.02894246,0.000060484566,9.719008e-7,0.00037700174,0.958433,0.000598272],"about_ca_topic_score_codex":0.09403814,"about_ca_topic_score_gemma":0.07231871,"teacher_disagreement_score":0.056912247,"about_ca_system_score_codex":0.0032707416,"about_ca_system_score_gemma":0.00159082,"threshold_uncertainty_score":0.9999216},"labels":[],"label_agreement":null},{"id":"W4400953511","doi":"10.1007/s10597-024-01323-1","title":"Psychiatric Healthcare Experiences of South Asian Patients with Severe Mental Illness Diagnoses and Their Families in New York City: A Qualitative Study","year":2024,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institutes of Health; York University","keywords":"Psychiatry; Mental illness; Medical diagnosis; Mental health; Medicine; Mental healthcare; Qualitative research; Health psychology; Health care; Gerontology; Public health; Psychology; Nursing; Sociology","score_opus":0.07988891531594952,"score_gpt":0.42428350024216643,"score_spread":0.3443945849262169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400953511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98399615,0.010842544,0.0000056114513,0.0014945783,0.0014581835,0.0017039422,0.00017374162,0.000035853674,0.00028938963],"genre_scores_gemma":[0.99900144,0.0002549279,0.00008799177,0.00029817346,0.000076984856,0.00009082032,0.000077589495,0.00003093328,0.00008113543],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9949524,0.0029562693,0.0008591369,0.00028475543,0.0003845447,0.00056291587],"domain_scores_gemma":[0.9985179,0.00031154265,0.00037521025,0.0003052808,0.000041426636,0.0004486963],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012475566,0.00034435335,0.00058089255,0.0004564968,0.0015176559,0.00009828469,0.00037757034,0.000077231096,0.00017319141],"category_scores_gemma":[0.00000871391,0.00024109177,0.0000652041,0.0006792652,0.00019467623,0.00031777454,0.00014006322,0.0010892311,0.0000050809745],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005792843,0.0018405176,0.14240502,0.0002364542,0.00007945363,0.000008751796,0.7915363,7.9398745e-8,8.400655e-8,0.000052432657,0.00065730384,0.06260437],"study_design_scores_gemma":[0.003450277,0.0047170897,0.10919914,0.00064475567,0.000010192141,0.000079222526,0.8813467,0.0000017997827,0.0000030887657,0.00021266476,0.00013661716,0.00019843203],"about_ca_topic_score_codex":0.008866917,"about_ca_topic_score_gemma":0.005770339,"teacher_disagreement_score":0.08981047,"about_ca_system_score_codex":0.00039065798,"about_ca_system_score_gemma":0.00031787562,"threshold_uncertainty_score":0.9997822},"labels":[],"label_agreement":null},{"id":"W4401025371","doi":"10.1186/s12889-024-19371-3","title":"Psychometric properties of the Knowledge and Attitudes to Mental Health Scales in a Dutch sample (KAMHS-NL): A comprehensive mental health literacy measure in adolescents","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Mental health literacy; Construct validity; Clinical psychology; Convergent validity; Confirmatory factor analysis; Psychology; Public health; Health literacy; Concurrent validity; Cognitive interview; Structural equation modeling; Content validity; Psychological intervention; Exploratory factor analysis; Psychometrics; Context (archaeology); Medicine; Psychiatry; Cognition; Mental illness; Health care","score_opus":0.1229533057076811,"score_gpt":0.42524236494422435,"score_spread":0.30228905923654326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401025371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8647647,0.0909735,0.000043317657,0.037837245,0.0014684945,0.0044375407,0.00029594128,0.00007726949,0.00010202277],"genre_scores_gemma":[0.99388665,0.0011687361,0.0003358517,0.0040031113,0.00009494791,0.00027955897,0.000062360734,0.000049419046,0.000119377066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946594,0.0013617006,0.001348292,0.00085703295,0.00049518934,0.0012783563],"domain_scores_gemma":[0.9983642,0.00010979417,0.00027910704,0.00047956043,0.00007077211,0.0006965744],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018193746,0.00038682742,0.00083155395,0.0013022987,0.0004061153,0.00014606699,0.0004165444,0.00010634505,0.000042398155],"category_scores_gemma":[0.0000509443,0.00027883195,0.00010383468,0.0029995663,0.00013561294,0.00033796107,0.00023925619,0.00046019733,0.00004151307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024423917,0.0024780452,0.7135423,0.005967953,0.000038845683,0.0000011563966,0.03812888,5.0464627e-7,0.000013836959,0.00082098,0.005109043,0.23365425],"study_design_scores_gemma":[0.0025416887,0.0007204291,0.9763386,0.0049862573,0.0000018444192,0.00002643862,0.0023466377,0.000098064935,0.000004860197,0.000040658757,0.012662747,0.00023175118],"about_ca_topic_score_codex":0.014267207,"about_ca_topic_score_gemma":0.02578579,"teacher_disagreement_score":0.26279634,"about_ca_system_score_codex":0.0017209483,"about_ca_system_score_gemma":0.0012953222,"threshold_uncertainty_score":0.9999664},"labels":[],"label_agreement":null},{"id":"W4401035226","doi":"10.11124/jbies-23-00505","title":"Experiences of accessing mental health services for women living on a low income in Canada: a qualitative systematic review protocol","year":2024,"lang":"en","type":"article","venue":"JBI Evidence Synthesis","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Excellence in Mining Innovation; Queen's University","funders":"","keywords":"Mental health; Psychological intervention; Intersectionality; Qualitative research; Protocol (science); Psychology; Gerontology; Medicine; Nursing; Sociology; Psychiatry; Alternative medicine; Gender studies; Social science","score_opus":0.03815046704227099,"score_gpt":0.4611397032214144,"score_spread":0.4229892361791434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401035226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71528566,0.021176053,0.000016638824,0.0032962917,0.0006987746,0.2589255,0.000086841894,0.0000841526,0.000430081],"genre_scores_gemma":[0.63457716,0.00007160637,0.00004564961,0.00042881508,0.000016550359,0.36472383,6.8602395e-7,0.000013755942,0.00012196088],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9966874,0.0010215646,0.0010329804,0.00042590164,0.0003783127,0.00045382473],"domain_scores_gemma":[0.99476415,0.004378256,0.0004407928,0.0002746973,0.000029760173,0.0001123431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023544426,0.0002158908,0.0008475466,0.00015905443,0.00013403452,0.00005423923,0.0003661481,0.000037232072,0.00042051557],"category_scores_gemma":[0.00025106483,0.00015650627,0.000071723196,0.00042660572,0.000035281588,0.00040695214,0.000046446483,0.00008526136,0.000015278316],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008286761,0.0000963993,0.0002972106,0.74310744,0.000054335494,0.000008232037,0.2526854,2.32153e-7,0.0000036987794,0.000070023496,0.00012341214,0.0034707473],"study_design_scores_gemma":[0.00009952293,0.00022203237,0.0005674968,0.73529243,0.000022053622,0.000003465802,0.2633589,0.00011445534,0.00011145183,0.00003723585,0.000019491219,0.00015150591],"about_ca_topic_score_codex":0.1934336,"about_ca_topic_score_gemma":0.09823608,"teacher_disagreement_score":0.10579834,"about_ca_system_score_codex":0.0017928681,"about_ca_system_score_gemma":0.0005985709,"threshold_uncertainty_score":0.9182188},"labels":[],"label_agreement":null},{"id":"W4401159011","doi":"10.1101/2024.07.27.24310746","title":"Revamping the Day Hospital Program at North York General Hospital in response to COVID-related changes in patient demographics","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; North York General Hospital; University of Toronto","funders":"","keywords":"Workload; Referral; Medicine; Population; Psychological intervention; Phone; Pandemic; Coronavirus disease 2019 (COVID-19); Nursing; Psychology; Disease","score_opus":0.029051975571227195,"score_gpt":0.34675724573207306,"score_spread":0.3177052701608459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401159011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709314,0.0039185937,0.0000010435779,0.012644605,0.0056378753,0.0061270674,0.00012849683,0.00021279097,0.0003981349],"genre_scores_gemma":[0.992901,0.00017361261,0.00011630375,0.0006649827,0.00018143971,0.0047853272,0.00021926465,0.000092406626,0.00086564344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99531543,0.0012716118,0.00082898996,0.0012500669,0.00042933054,0.000904595],"domain_scores_gemma":[0.99811196,0.00036486678,0.00027969046,0.00093906315,0.000038517916,0.00026591442],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015902991,0.00056644686,0.0005630216,0.0007121663,0.0001816367,0.00010611072,0.0006821128,0.0005051648,0.00018331716],"category_scores_gemma":[0.00012917629,0.00042571948,0.00018805821,0.0012700957,0.00013574927,0.000027648188,0.0014071479,0.0013916357,0.00026525813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008008103,0.0013020126,0.91673934,0.00034756432,0.00017242464,0.0013832805,0.03921839,0.00012476763,0.000010139695,0.00015606076,0.0017358937,0.038009286],"study_design_scores_gemma":[0.0010223774,0.0016738656,0.9810224,0.00083137146,0.000071053066,0.000009819189,0.0007588707,0.00019634268,0.000022640626,0.000453979,0.01321092,0.00072637125],"about_ca_topic_score_codex":0.0010020316,"about_ca_topic_score_gemma":0.0072742724,"teacher_disagreement_score":0.06428302,"about_ca_system_score_codex":0.0006179531,"about_ca_system_score_gemma":0.00008929686,"threshold_uncertainty_score":0.99981946},"labels":[],"label_agreement":null},{"id":"W4401222553","doi":"10.1192/bjo.2024.460","title":"Clinical Effectiveness and Cost Implications of a Community Psychosocial Rehabilitation Service for Severe and Persistent Mental Illness in Nova Scotia, Canada","year":2024,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Psychosocial; Mental illness; Rehabilitation; Psychiatry; Mental health; Psychology; Medicine; Sociology; Physical therapy","score_opus":0.09073011308675417,"score_gpt":0.48312662863739164,"score_spread":0.3923965155506375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401222553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98575413,0.00035676116,0.000009878172,0.005735586,0.00085259264,0.004929532,0.0003640713,0.000007978376,0.0019894447],"genre_scores_gemma":[0.9986543,0.000009744616,0.00013086047,0.00042988002,0.000030038807,0.00055818754,0.00011048316,0.000013598315,0.000062877654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869466,0.0004835315,0.00034211946,0.00024770727,0.000069292575,0.00016267953],"domain_scores_gemma":[0.9983058,0.0012781832,0.000067622794,0.00021820597,0.0000518644,0.000078331745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009884932,0.00010798758,0.0002524168,0.000046524754,0.00018806756,0.000047019163,0.00021440764,0.00007806796,0.00006952529],"category_scores_gemma":[0.000021738679,0.00010237027,0.00003748405,0.00020714483,0.0000710975,0.0001307713,0.00010311534,0.00015669891,0.0000030101628],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016394918,0.0012163897,0.5519863,0.001673794,0.00024240933,0.0000016163153,0.010764786,0.0000014053733,0.000039101844,0.0045063673,0.014400266,0.41352808],"study_design_scores_gemma":[0.0029145323,0.00037615723,0.98526853,0.00024011885,0.000035843823,0.000008924967,0.005648838,0.000023149616,0.0000035209896,0.000742607,0.004617905,0.000119868295],"about_ca_topic_score_codex":0.61986417,"about_ca_topic_score_gemma":0.8526974,"teacher_disagreement_score":0.43328226,"about_ca_system_score_codex":0.00015070583,"about_ca_system_score_gemma":0.00010969957,"threshold_uncertainty_score":0.41745386},"labels":[],"label_agreement":null},{"id":"W4401223358","doi":"10.1192/bjo.2024.123","title":"A Multicenter Randomized Controlled Trial of Measurement-Based Care for Major Depressive Disorder in Pakistan","year":2024,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Major depressive disorder; Checklist; Randomized controlled trial; Mirtazapine; Clinical trial; Family medicine; Depression (economics); Psychiatry; Randomization; Health care; Mental health; Informed consent; Mood; Alternative medicine; Antidepressant; Psychology; Anxiety; Internal medicine","score_opus":0.046863553010232734,"score_gpt":0.4406696278119464,"score_spread":0.3938060748017137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401223358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6584267,0.028311493,0.0028776547,0.002656434,0.009068299,0.23725772,0.00037474485,0.00012185051,0.060905114],"genre_scores_gemma":[0.9701144,0.000010470506,0.00030613932,0.00015786052,0.000085469444,0.02806997,0.00006545077,0.000032834792,0.0011574118],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99768186,0.00050084526,0.00084358506,0.000417357,0.00025038552,0.00030596825],"domain_scores_gemma":[0.99861825,0.0007154457,0.00019793543,0.0002947576,0.00010884978,0.00006473754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012586239,0.00020416803,0.0011695984,0.00015226517,0.00007900065,0.00010055426,0.00036384873,0.000099123194,0.0008700207],"category_scores_gemma":[0.00007032579,0.0001400737,0.0003426893,0.0001355408,0.000052334253,0.00010271619,0.000040672912,0.00009175925,0.00003166021],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9750741,0.00087530434,0.00037018023,0.00030491748,0.00038015592,0.000011188411,0.0013298077,0.0000021935039,0.000021193946,0.001068819,0.00075917237,0.019802934],"study_design_scores_gemma":[0.99363625,0.00034198278,0.00015103568,0.00035406792,0.00025109353,2.138526e-7,0.00085768517,0.00028308647,0.000092604554,0.00019701663,0.0036945445,0.00014040443],"about_ca_topic_score_codex":0.0015676023,"about_ca_topic_score_gemma":0.0015011339,"teacher_disagreement_score":0.3116877,"about_ca_system_score_codex":0.000101744765,"about_ca_system_score_gemma":0.00009188854,"threshold_uncertainty_score":0.9526117},"labels":[],"label_agreement":null},{"id":"W4401244414","doi":"10.1177/10398562241271053","title":"The 2024-2025 Commonwealth Budget for Mental Health: Funding unproven initiatives and stings in the tail","year":2024,"lang":"en","type":"editorial","venue":"Australasian Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Commonwealth; Mental health; Depression (economics); Medicine; Psychiatry; Anxiety; Population; Psychological intervention; Mental illness; Health care; Schizophrenia (object-oriented programming); Environmental health; Political science; Economic growth; Economics","score_opus":0.031129688567328864,"score_gpt":0.4048651584715821,"score_spread":0.37373546990425327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401244414","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002218712,0.01430116,0.000002829357,0.05859698,0.90914965,0.0036919143,0.0017279743,0.00007466321,0.010236136],"genre_scores_gemma":[0.056779962,0.0027006897,0.0005033171,0.0032240571,0.8875387,0.003274919,0.002989195,0.0003279898,0.042661212],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960551,0.00047721018,0.000965315,0.00087150367,0.00048464845,0.0011462127],"domain_scores_gemma":[0.99704295,0.0016414309,0.000531148,0.0005607975,0.00003318013,0.00019048822],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001704708,0.0005809704,0.0005918832,0.00020176155,0.0012689434,0.0003787407,0.00076442125,0.00059635047,0.00009483106],"category_scores_gemma":[0.00005221539,0.000368409,0.0001809652,0.00038889973,0.00023026227,0.00015857062,0.000114099224,0.0017952169,0.00007595232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024020842,0.00019411283,0.0021693762,0.0010486449,0.00013340931,0.000006207895,0.00484415,3.9800074e-8,7.326277e-8,0.008098065,0.97636425,0.0069014365],"study_design_scores_gemma":[0.0019484578,0.0009093168,0.004133244,0.0008133238,0.0000844306,0.000011060499,0.017550606,0.0000036796334,1.7913936e-7,0.0055489917,0.9686468,0.00034990758],"about_ca_topic_score_codex":0.00091077865,"about_ca_topic_score_gemma":0.0031893146,"teacher_disagreement_score":0.055372924,"about_ca_system_score_codex":0.00028256493,"about_ca_system_score_gemma":0.0004624845,"threshold_uncertainty_score":0.9998768},"labels":[],"label_agreement":null},{"id":"W4401256591","doi":"10.1002/mhs2.82","title":"Implications of the stigma of mental illness for professional knowledge development and practice: An Interprofessional Health Education framework from structural violence perspectives","year":2024,"lang":"en","type":"article","venue":"Mental Health Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University; University of Windsor","funders":"","keywords":"Stigma (botany); Mental illness; Mental health; Psychology; Interprofessional education; Psychiatry; Health care; Political science","score_opus":0.043949737464379426,"score_gpt":0.5146203724224897,"score_spread":0.4706706349581103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401256591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733232,0.009306595,0.00017163332,0.009394817,0.0054587265,0.0018848573,0.00027385203,0.000021677228,0.00016463778],"genre_scores_gemma":[0.989792,0.00007756955,0.009027045,0.000489729,0.000082319726,0.00028562167,0.00007714108,0.000010882339,0.0001577138],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980904,0.00017020412,0.00052435044,0.00054234255,0.00032246698,0.00035023733],"domain_scores_gemma":[0.99878585,0.00027767374,0.00034355416,0.0002611474,0.00011368357,0.00021806688],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00091117533,0.00014856161,0.00020191983,0.00012643867,0.0014809562,0.000030378415,0.00039997345,0.00005035219,0.000101245685],"category_scores_gemma":[0.00002999254,0.00009996752,0.000033627977,0.000487662,0.0005800748,0.00044499108,0.00017629171,0.00017647186,0.0000032350003],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003330897,0.0011354125,0.0184518,0.0004793473,0.00002464229,7.154658e-8,0.20673005,1.8626149e-7,0.00034564664,0.08209045,0.00080669875,0.6896026],"study_design_scores_gemma":[0.0006872496,0.0006443911,0.7548751,0.0054227426,0.000013347944,0.000044288885,0.2211979,0.0002897912,0.0016177947,0.012952584,0.0019805825,0.00027423358],"about_ca_topic_score_codex":0.0006669665,"about_ca_topic_score_gemma":0.00012192009,"teacher_disagreement_score":0.7364233,"about_ca_system_score_codex":0.000656864,"about_ca_system_score_gemma":0.0030834768,"threshold_uncertainty_score":0.999819},"labels":[],"label_agreement":null},{"id":"W4401345171","doi":"10.7860/jcdr/2024/70356.19740","title":"Prevalence of Depression in Schizophrenic Remission Patients and its Impact on their QoL: A Cross-sectional Study","year":2024,"lang":"en","type":"article","venue":"JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Schizophrenia (object-oriented programming); Cross-sectional study; Quality of life (healthcare); Psychiatry; Medicine; Population; Mental health","score_opus":0.2273537852806704,"score_gpt":0.6130093542001449,"score_spread":0.3856555689194745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401345171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99362624,0.005065886,5.465814e-7,0.00008530521,0.00050558796,0.00046502074,0.000017616896,0.0000030575375,0.00023073037],"genre_scores_gemma":[0.99787974,0.0017129881,0.0000042413085,0.000011285504,0.00018849348,0.00001294712,0.0000010591934,0.000007980012,0.00018126213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707335,0.0008203281,0.0010468247,0.00026916436,0.0005693893,0.0002209416],"domain_scores_gemma":[0.98589414,0.013409963,0.00016427631,0.00010581355,0.00018790261,0.00023790727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00460124,0.00009909085,0.00029910463,0.00026903194,0.00008933556,0.00005858736,0.00014694934,0.00012039615,0.0002678965],"category_scores_gemma":[0.0033992783,0.00005311231,0.00008841701,0.00020726933,0.00011319117,0.00015664457,0.000101678925,0.00081851106,0.000012431359],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032262856,0.0022350017,0.9536928,0.00017316893,0.000041329833,0.00010123779,0.00021999936,0.000002347364,0.000004946793,0.000029138939,0.00019617651,0.040077604],"study_design_scores_gemma":[0.0030056646,0.005238987,0.989934,0.0008176582,0.00000996276,0.000013155126,0.00005739966,0.00008044935,0.000026087011,0.0007611837,0.000011974757,0.00004344826],"about_ca_topic_score_codex":0.00004331351,"about_ca_topic_score_gemma":0.0000029488556,"teacher_disagreement_score":0.040034156,"about_ca_system_score_codex":0.000028025992,"about_ca_system_score_gemma":0.00008163338,"threshold_uncertainty_score":0.4069499},"labels":[],"label_agreement":null},{"id":"W4401369030","doi":"10.31234/osf.io/wqty9","title":"A Scoping Review Protocol: Decision-Aid Tools for Disclosure and Help-Seeking of Mental Health Concerns","year":2024,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"PsycINFO; Mental health; Scopus; Context (archaeology); Psychology; Grey literature; MEDLINE; Applied psychology; Political science; Psychiatry","score_opus":0.24238781874956172,"score_gpt":0.585220229442223,"score_spread":0.34283241069266124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401369030","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.8703207e-7,0.70173794,0.000053855765,0.00017787072,0.0004101898,0.29621822,0.0003081053,0.000040572286,0.0010529617],"genre_scores_gemma":[2.4490686e-7,0.7268944,0.00056902965,0.00031521087,0.0001451535,0.27085176,0.00021481603,0.000060610644,0.00094881526],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964669,0.00022718437,0.0018009852,0.0007743707,0.00024685534,0.00048374885],"domain_scores_gemma":[0.997903,0.00061296765,0.0008270255,0.00043424094,0.000031826963,0.00019095701],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008480073,0.00052788947,0.002846181,0.00014172393,0.00018322021,0.00008593608,0.00027418544,0.00020299635,0.00091479596],"category_scores_gemma":[0.0000372046,0.00033004055,0.00049101294,0.00027727082,0.000062190855,0.00014139772,0.00017454787,0.00023583272,0.00007538292],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001758385,0.00005031864,0.000004178276,0.4215348,0.00008506973,0.0000021417086,0.000042257336,4.1101617e-10,3.2706309e-9,0.000501282,0.008459283,0.5693031],"study_design_scores_gemma":[0.0005063249,0.0002570952,3.90216e-7,0.4887051,0.00023883881,0.0000309839,0.00002632306,2.9888142e-7,6.365791e-8,0.000040093062,0.5100403,0.00015419709],"about_ca_topic_score_codex":0.00006469597,"about_ca_topic_score_gemma":0.00006884546,"teacher_disagreement_score":0.5691489,"about_ca_system_score_codex":0.00017552836,"about_ca_system_score_gemma":0.00033397524,"threshold_uncertainty_score":0.9999985},"labels":[],"label_agreement":null},{"id":"W4401392910","doi":"10.1080/01612840.2024.2367147","title":"Conceptualizing and Developing a Dynamic Stigma Theory","year":2024,"lang":"en","type":"review","venue":"Issues in Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Conceptualization; Stigma (botany); Psychology; Mental illness; Perception; Injustice; Mental health; Coping (psychology); Social psychology; Clinical psychology; Psychotherapist; Psychiatry; Computer science","score_opus":0.10095560256201382,"score_gpt":0.5464783542450872,"score_spread":0.44552275168307337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401392910","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001374244,0.9902209,0.000021994274,0.0007899578,0.0043243435,0.002378864,0.00008324288,0.00013413397,0.0019091427],"genre_scores_gemma":[0.0003854706,0.9953472,0.000800782,0.0003579026,0.00017558884,0.00025568373,0.00032930583,0.00012870366,0.002219364],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99575466,0.0009262071,0.00120862,0.0009389136,0.00022164066,0.00094994536],"domain_scores_gemma":[0.9988877,0.00021747839,0.00035289995,0.00031638786,0.0000085792835,0.00021695514],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000974857,0.000633985,0.0017506436,0.0005022569,0.0004131343,0.000095269046,0.00025654407,0.00032715243,0.00017721548],"category_scores_gemma":[0.000007749628,0.0005378494,0.00014140783,0.00049397745,0.0002526695,0.000120067874,0.00009943968,0.0007115409,0.00029309632],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021501868,0.00008802168,0.0000041197977,0.020535458,0.00005904875,0.000058233098,0.01499396,1.0808751e-8,1.1119988e-8,0.013110598,0.0011104909,0.9500185],"study_design_scores_gemma":[0.000494526,0.00017311491,0.000018496134,0.217379,0.0001754092,0.0002521804,0.0067722076,0.000009760875,1.150701e-7,0.0036239128,0.7705616,0.0005396898],"about_ca_topic_score_codex":0.00025322477,"about_ca_topic_score_gemma":0.00006203996,"teacher_disagreement_score":0.94947886,"about_ca_system_score_codex":0.002629425,"about_ca_system_score_gemma":0.0002091532,"threshold_uncertainty_score":0.9997073},"labels":[],"label_agreement":null},{"id":"W4401422446","doi":"10.1111/jgs.19123","title":"Medication beliefs and depression in Black individuals with diabetes and mild cognitive impairment","year":2024,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging","keywords":"Medicine; Depression (economics); Cognitive impairment; Diabetes mellitus; Psychiatry; Cognition; Gerontology; Clinical psychology","score_opus":0.013060064243256089,"score_gpt":0.32909744631536025,"score_spread":0.3160373820721042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401422446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924648,0.0054178275,0.000022481898,0.0015748593,0.0002102102,0.00022335768,0.00001155332,0.0000062546933,0.0000687042],"genre_scores_gemma":[0.99757373,0.0012824784,0.00036693315,0.00053902,0.00016767977,0.000010290449,0.0000015958209,0.000010715531,0.00004755224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991204,0.00011145984,0.0002490033,0.00013959105,0.00021419917,0.00016532882],"domain_scores_gemma":[0.99920034,0.00026570694,0.00035387214,0.000069711685,0.00003177849,0.00007855933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048530573,0.00009777444,0.0001972322,0.00006098331,0.00008310917,0.000041294512,0.000089797555,0.00003524869,0.000016762307],"category_scores_gemma":[0.000011494341,0.000054042634,0.000059833863,0.0003684381,0.00022904131,0.00009852162,0.000058087942,0.00023281365,0.0000015680959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060122577,0.00012440988,0.964602,0.000070717695,0.00017995446,0.0000062471454,0.0112268925,0.0000012231558,0.000029603376,0.00001197586,0.003210178,0.020476706],"study_design_scores_gemma":[0.0010239205,0.00036146367,0.9920599,0.0002515073,0.00012295113,0.000017601622,0.005684003,0.000054419757,0.000075633994,0.00016062714,0.000115519164,0.0000724848],"about_ca_topic_score_codex":0.000045108372,"about_ca_topic_score_gemma":0.0000025637485,"teacher_disagreement_score":0.027457898,"about_ca_system_score_codex":0.00006838537,"about_ca_system_score_gemma":0.000035918067,"threshold_uncertainty_score":0.22037947},"labels":[],"label_agreement":null},{"id":"W4401424461","doi":"10.1037/cou0000754","title":"The integrated behavioral model of mental health help seeking (IBM-HS): A health services utilization theory of planned behavior for accessing care.","year":2024,"lang":"en","type":"article","venue":"Journal of Counseling Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Theory of planned behavior; PsycINFO; Mental health; Structural equation modeling; Mental health literacy; Social psychology; Help-seeking; IBM; Applied psychology; Mental illness; MEDLINE; Psychiatry; Control (management)","score_opus":0.10473693852008507,"score_gpt":0.4769427376789647,"score_spread":0.37220579915887964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401424461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93258065,0.044921506,0.015479222,0.0014026575,0.0042066947,0.0010267601,0.00025624482,0.000036315458,0.000089943256],"genre_scores_gemma":[0.9960404,0.0017993368,0.0010767722,0.00065992266,0.00014746348,0.000043782904,0.00010036124,0.00004671072,0.00008522544],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9968768,0.0004220378,0.001614408,0.0002862303,0.00032937032,0.0004711581],"domain_scores_gemma":[0.997555,0.00022582634,0.0014873687,0.00025797056,0.00034141433,0.00013242946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002076032,0.00023324073,0.0006119703,0.0003353185,0.00039268704,0.00006014346,0.00043110072,0.00015966521,0.00004079284],"category_scores_gemma":[0.000005596113,0.00016429965,0.00019982988,0.0003159977,0.0001291088,0.00021799693,0.000020159434,0.00035276107,0.0000017778127],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069041955,0.001531614,0.0056869728,0.0017944663,0.0003847839,0.000019922954,0.08589472,0.00017380266,0.0025097148,0.0024137502,0.0027422758,0.8899438],"study_design_scores_gemma":[0.060298152,0.08477484,0.061797258,0.042485785,0.0033492167,0.0038843942,0.58878815,0.07098142,0.005928906,0.027701966,0.046024628,0.0039852955],"about_ca_topic_score_codex":0.00016038571,"about_ca_topic_score_gemma":0.00020537841,"teacher_disagreement_score":0.8859585,"about_ca_system_score_codex":0.00019356923,"about_ca_system_score_gemma":0.00035359725,"threshold_uncertainty_score":0.66999453},"labels":[],"label_agreement":null},{"id":"W4401428702","doi":"10.2196/58890","title":"Factors Influencing Primary Care Access for Common Mental Health Conditions Among Adults in West Africa: Protocol for a Scoping Review","year":2024,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research; Government of the United Kingdom; London School of Hygiene and Tropical Medicine","keywords":"Protocol (science); Mental health; Primary care; Medicine; Primary health care; Psychology; Gerontology; Family medicine; Environmental health; Population; Alternative medicine; Psychiatry","score_opus":0.6307071408838337,"score_gpt":0.7125913814728686,"score_spread":0.08188424058903487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401428702","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001225948,0.3196028,7.1163515e-7,0.00009897565,0.000037275637,0.67799467,0.0014725388,0.0000977259,0.000694073],"genre_scores_gemma":[4.951025e-7,0.08026073,0.000029096542,0.00010086867,0.0002043781,0.91573584,0.003026406,0.00021356385,0.00042862963],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99141407,0.0016972998,0.0024690563,0.0015747072,0.00084758457,0.0019973107],"domain_scores_gemma":[0.9962073,0.0010769948,0.0009461811,0.0009883037,0.0002878934,0.0004933161],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022979523,0.00091055187,0.0031521304,0.001090378,0.0009638671,0.0004328949,0.0015010195,0.0005200185,0.00033801678],"category_scores_gemma":[0.00007065437,0.0006671497,0.0007405503,0.0015439854,0.00022502796,0.0005403253,0.0006514551,0.00157875,0.00009501511],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001973513,0.00057038426,0.00015317493,0.7658841,0.00006201142,0.000010219718,0.0011833073,1.457649e-8,1.8052345e-8,0.0000769582,0.028096449,0.20376597],"study_design_scores_gemma":[0.0018417012,0.0010574416,0.00008189644,0.549777,0.000019891058,0.0000022603206,0.00019142039,2.5446016e-7,4.2498874e-7,0.0000275092,0.44670784,0.00029237245],"about_ca_topic_score_codex":0.0003103508,"about_ca_topic_score_gemma":0.0009166268,"teacher_disagreement_score":0.41861138,"about_ca_system_score_codex":0.0032069355,"about_ca_system_score_gemma":0.002210713,"threshold_uncertainty_score":0.999578},"labels":[],"label_agreement":null},{"id":"W4401577352","doi":"10.1001/jamapsychiatry.2024.2305","title":"Mental Health Care Support in Rural India","year":2024,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council; Wellcome Trust","keywords":"Medicine; Mental health; Psychological intervention; Patient Health Questionnaire; Population; Health care; Depression (economics); Randomized controlled trial; Anxiety; Psychiatry; Family medicine; Environmental health; Depressive symptoms","score_opus":0.011621185052963386,"score_gpt":0.3699061043855725,"score_spread":0.3582849193326091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401577352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8629132,0.025340239,0.0000020070047,0.023914462,0.017103203,0.0008094948,0.00019582694,0.00020455505,0.069516994],"genre_scores_gemma":[0.9904801,0.00008994962,0.00020672343,0.005237367,0.00068734307,0.00010920549,0.00043782257,0.000037744543,0.002713725],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9984814,0.00008893375,0.00038682303,0.00034782581,0.00017281517,0.00052219024],"domain_scores_gemma":[0.9995197,0.000019762321,0.00005438037,0.00024224546,0.0000068412673,0.00015707524],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016459227,0.00018447077,0.0002066574,0.00022688851,0.00012953737,0.00007877871,0.00017358387,0.00013470065,0.0033193717],"category_scores_gemma":[9.0747653e-7,0.00016480958,0.00008637684,0.0003315375,0.000028699365,0.00017913716,0.000036277415,0.00032423608,0.0017484402],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018603868,0.00047313923,0.291233,0.00048622163,0.00006134534,0.00006998361,0.019153563,9.368947e-8,0.0000014698146,0.018342048,0.42059827,0.24939482],"study_design_scores_gemma":[0.0065571833,0.0016602487,0.68065137,0.000792011,0.000024825165,0.00017310491,0.045336306,0.000015227397,0.000010878767,0.0014804526,0.2626563,0.00064207014],"about_ca_topic_score_codex":0.000714437,"about_ca_topic_score_gemma":0.00061381096,"teacher_disagreement_score":0.3894184,"about_ca_system_score_codex":0.00025716439,"about_ca_system_score_gemma":0.00017373604,"threshold_uncertainty_score":0.9990288},"labels":[],"label_agreement":null},{"id":"W4401639794","doi":"10.1080/09638237.2024.2390364","title":"Nurse-led physical health interventions for people with mental illness: an integrative review of international literature","year":2024,"lang":"en","type":"review","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"National Health and Medical Research Council","keywords":"Psychological intervention; Mental health; Mental illness; Nursing; Psychology; Medicine; Global mental health; Psychiatry; Gerontology","score_opus":0.05281402434624265,"score_gpt":0.5232875419956012,"score_spread":0.4704735176493586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401639794","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007611682,0.9843644,0.000049312843,0.0037100087,0.004725447,0.0039544357,0.0028198066,0.000020523858,0.00027994998],"genre_scores_gemma":[0.00018286418,0.99348134,0.0006443644,0.0007196575,0.000824815,0.00031278952,0.002787874,0.00009264041,0.0009536866],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99493724,0.00079000735,0.0026176579,0.00050098775,0.0006508561,0.00050327944],"domain_scores_gemma":[0.9948324,0.0001342209,0.003994368,0.0003291156,0.00023682587,0.00047305346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013256681,0.0006309583,0.0038404565,0.00056493044,0.0002441821,0.00006784486,0.0006574514,0.00014991374,0.00030428355],"category_scores_gemma":[0.000015076138,0.00037780125,0.0016627493,0.00060926593,0.00008473303,0.0003745202,0.0000588161,0.0009850325,0.000022754968],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026203628,0.0022159864,0.0000055291607,0.2279985,0.000987031,0.00001464792,0.008381342,1.5891896e-8,3.7086824e-8,0.0012089554,0.043852188,0.7150737],"study_design_scores_gemma":[0.0012901808,0.005966216,0.000009972094,0.59115666,0.0006449765,0.00076809316,0.0024376255,0.000003130855,3.8122283e-7,0.000070944465,0.3974102,0.0002415941],"about_ca_topic_score_codex":0.00007518151,"about_ca_topic_score_gemma":0.00013494954,"teacher_disagreement_score":0.7148321,"about_ca_system_score_codex":0.0015581487,"about_ca_system_score_gemma":0.00084288523,"threshold_uncertainty_score":0.9998674},"labels":[],"label_agreement":null},{"id":"W4401709838","doi":"10.3389/fpsyt.2024.1385525","title":"“Dem sey mi mad”: a scoping review of the attitudes and beliefs of English-speaking Afro-Caribbeans about psychosis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University; University of Ottawa","funders":"","keywords":"Psychosis; Psychology; Bipolar disorder; Psychiatry; Psychotherapist; Clinical psychology; Medicine; Cognition","score_opus":0.03126990460576097,"score_gpt":0.39675198698846015,"score_spread":0.3654820823826992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401709838","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026282098,0.9416856,0.000013228226,0.00014358679,0.046986736,0.00293071,0.00020055551,0.0000357754,0.007977538],"genre_scores_gemma":[0.00003322134,0.9962611,0.0018196772,0.0003040391,0.00066531886,0.000467493,0.0000527391,0.00009921191,0.0002971793],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.995967,0.00048636057,0.0018551087,0.0008343794,0.0003521502,0.0005050057],"domain_scores_gemma":[0.9976515,0.00009607091,0.0010788722,0.0009982717,0.00007234397,0.000102936385],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007331794,0.00061898766,0.002519302,0.00039524306,0.00011171503,0.000029762383,0.0007937177,0.00047317083,0.00019691102],"category_scores_gemma":[0.00005226611,0.00042698864,0.0007373571,0.0010463436,0.00022071603,0.00009396609,0.00020508321,0.00078792387,0.000013813211],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001293967,0.00021511813,0.010684064,0.6254931,0.00053134706,0.0000026351881,0.0011527552,2.4903931e-8,5.5768847e-9,0.00044961344,0.07021024,0.2912481],"study_design_scores_gemma":[0.0003770101,0.000061566076,0.0005091652,0.80547917,0.001331982,0.0000072206694,0.00020081662,2.1407993e-7,1.4739067e-7,0.00014272139,0.1915756,0.0003143831],"about_ca_topic_score_codex":0.000118067524,"about_ca_topic_score_gemma":0.00013419462,"teacher_disagreement_score":0.29093373,"about_ca_system_score_codex":0.00012147338,"about_ca_system_score_gemma":0.00021772104,"threshold_uncertainty_score":0.9998182},"labels":[],"label_agreement":null},{"id":"W4401787312","doi":"10.1111/asap.12419","title":"Coping with the stigma of mental illness: An interpretive descriptive study of out‐patients in a public mental health hospital in Ghana","year":2024,"lang":"en","type":"article","venue":"Analyses of Social Issues and Public Policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; London Health Sciences Centre; Western University; University of Windsor","funders":"","keywords":"Mental illness; Psychology; Mental health; Coping (psychology); Stigma (botany); Secrecy; Psychiatry; Clinical psychology; Public health; Social psychology; Medicine; Nursing","score_opus":0.06250793550494106,"score_gpt":0.4485968405026097,"score_spread":0.3860889049976686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401787312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99284357,0.0013791055,0.0000018180365,0.004091157,0.0001252653,0.00084003335,0.00015388908,0.000010735303,0.00055444794],"genre_scores_gemma":[0.9995579,0.00007109138,0.000009148892,0.00010642169,0.00006183853,0.000057566853,0.00006135908,0.000015372168,0.000059303253],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99823815,0.00034016644,0.0005138965,0.0002924996,0.00026689502,0.00034837902],"domain_scores_gemma":[0.99938,0.000058244208,0.0002734802,0.00013108618,0.00007001068,0.00008719817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002899758,0.00017777507,0.00049869454,0.0005647316,0.00014848512,0.000054836455,0.00021816698,0.000058301433,0.00006445941],"category_scores_gemma":[0.000015554222,0.00012283056,0.000056453096,0.0008276741,0.00026867542,0.00043775418,0.00010013522,0.00013657796,9.596819e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022701436,0.004086803,0.25017163,0.0001377708,0.00053389306,0.0000039773927,0.71489054,1.4254435e-7,0.000007940613,0.005745451,0.00046323086,0.023731627],"study_design_scores_gemma":[0.0027363808,0.0050350763,0.38269144,0.00024162252,0.000051194915,9.660843e-7,0.6086317,0.000034609744,0.00005481666,0.00015205872,0.00014492156,0.00022524115],"about_ca_topic_score_codex":0.20393822,"about_ca_topic_score_gemma":0.022971908,"teacher_disagreement_score":0.1809663,"about_ca_system_score_codex":0.0002621398,"about_ca_system_score_gemma":0.0001390447,"threshold_uncertainty_score":0.9948563},"labels":[],"label_agreement":null},{"id":"W4401884507","doi":"10.1080/09638237.2024.2390376","title":"The effects of a teacher-led online mental health literacy program for high school students: a pilot cluster randomized controlled trial","year":2024,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"Japan Society for the Promotion of Science; Uehara Memorial Foundation","keywords":"Mental health; Randomized controlled trial; Cluster randomised controlled trial; Psychology; Mental health literacy; Medical education; Pilot program; Cluster (spacecraft); Medicine; Gerontology; Psychiatry; Mental illness; Computer science","score_opus":0.017825391820785894,"score_gpt":0.4535080074866752,"score_spread":0.4356826156658893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401884507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8665002,0.048887774,0.00008679914,0.025817867,0.014591003,0.04382779,0.00012478366,0.00006725474,0.00009655266],"genre_scores_gemma":[0.9838381,0.003924917,0.0015633026,0.0025174492,0.0017974778,0.0025656521,0.00014320914,0.000081266706,0.0035686642],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9921005,0.002543743,0.0032800476,0.00035219747,0.00092402304,0.00079948903],"domain_scores_gemma":[0.9942705,0.0025933878,0.002185027,0.00027288625,0.000120007375,0.00055817113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007021568,0.00039547446,0.0024843505,0.00029572455,0.0005924185,0.00021002928,0.00050267956,0.000092282025,0.00012507182],"category_scores_gemma":[0.00018409947,0.00021907999,0.00083777495,0.0002429688,0.00013821248,0.0002765845,0.00007885362,0.00059274805,0.000013983999],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8317044,0.008329802,0.00007230005,0.0009896068,0.0015199985,0.000012591955,0.0021517763,1.3316239e-7,0.000008480196,0.0006766201,0.018217811,0.1363165],"study_design_scores_gemma":[0.95762736,0.032672185,0.00028865348,0.0019479875,0.00019504387,0.000071156384,0.00063560717,0.00012353394,0.000011309797,0.00033122615,0.0059440434,0.00015189618],"about_ca_topic_score_codex":0.000333923,"about_ca_topic_score_gemma":0.00008308269,"teacher_disagreement_score":0.13616459,"about_ca_system_score_codex":0.0009935205,"about_ca_system_score_gemma":0.0005838954,"threshold_uncertainty_score":0.89338225},"labels":[],"label_agreement":null},{"id":"W4401920568","doi":"10.1192/j.eurpsy.2024.795","title":"Reducing treatment delays of first episode psychosis through policy in Canada: a mixed methods analysis of service provider perspectives","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Cape Breton University; McGill University; Douglas College","funders":"","keywords":"Psychosis; Service provider; Service (business); Psychiatry; Psychology; Business; Marketing","score_opus":0.03431279396576113,"score_gpt":0.39521457516060704,"score_spread":0.3609017811948459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401920568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9344777,0.021746773,0.00026908363,0.006640619,0.0017657857,0.00053420075,0.00017349518,0.00005166979,0.034340706],"genre_scores_gemma":[0.991119,0.0001517659,0.007643837,0.00030502272,0.00020052542,0.000052566367,0.000036656587,0.000057891502,0.00043272396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723095,0.00074336265,0.0007923217,0.00065469346,0.00018255727,0.0003960929],"domain_scores_gemma":[0.9988102,0.00020013288,0.00023875869,0.00060825405,0.00004651169,0.00009616699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003782509,0.00029079785,0.0005903294,0.0005950145,0.000083453066,0.000017840206,0.0002806738,0.000048004942,0.0005093939],"category_scores_gemma":[0.000012621441,0.00024436958,0.00023710939,0.002943573,0.00004226853,0.00011164892,0.00004816708,0.00014649497,0.00002148781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008220991,0.0040681125,0.6344062,0.0020706926,0.014390022,0.00015764435,0.17797759,0.0010208748,0.00011492613,0.026501123,0.01307921,0.12539151],"study_design_scores_gemma":[0.0032066638,0.00083475915,0.89917547,0.0014730388,0.003444896,0.000023189408,0.08062458,0.0017385685,0.00037503324,0.0007933035,0.007467649,0.0008428242],"about_ca_topic_score_codex":0.94128704,"about_ca_topic_score_gemma":0.9368852,"teacher_disagreement_score":0.26476932,"about_ca_system_score_codex":0.0007201614,"about_ca_system_score_gemma":0.00025512453,"threshold_uncertainty_score":0.99651027},"labels":[],"label_agreement":null},{"id":"W4401921326","doi":"10.1192/j.eurpsy.2024.701","title":"Assessing Changes in Quality of Life Measures, Resilience, and Personal Recovery, Pre- and Post-Discharge from Inpatient Mental Health Units in Alberta: Analysis of Control Group Data from a Randomized Trial.","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Randomized controlled trial; Resilience (materials science); Mental health; Quality of life (healthcare); Psychology; Psychological resilience; Medicine; Physical therapy; Psychiatry; Psychotherapist; Internal medicine","score_opus":0.0661485037368652,"score_gpt":0.3848204648410424,"score_spread":0.31867196110417717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401921326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676506,0.025557337,0.000034329132,0.0018380575,0.0010158443,0.0012416518,0.0020690754,0.000012992525,0.0005801399],"genre_scores_gemma":[0.99712896,0.0003892455,0.00015498858,0.0005184861,0.000107450076,0.000024560666,0.0015959658,0.000023069759,0.000057293324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939113,0.0037112043,0.0011340601,0.0007132677,0.00027741422,0.0002527135],"domain_scores_gemma":[0.99791384,0.001035043,0.00048573522,0.00040611278,0.000022467017,0.00013679639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029324135,0.00021589482,0.0011372658,0.00048216284,0.00006804345,0.00006333037,0.00023431834,0.00005861234,0.00015167607],"category_scores_gemma":[0.00016325098,0.0001783069,0.00007568241,0.0006717514,0.000119656244,0.00027632806,0.0001213643,0.00020730708,0.0000027009107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.46224487,0.0022011604,0.47655684,0.00042046435,0.003151789,0.000007834826,0.031930663,0.0000026407831,0.0001428651,0.00087667105,0.00090167683,0.021562539],"study_design_scores_gemma":[0.26578808,0.00042590103,0.72741705,0.0007144665,0.00036712544,4.106511e-7,0.004009685,0.00094499404,9.60796e-7,0.00007719452,0.00006184766,0.0001922526],"about_ca_topic_score_codex":0.063180104,"about_ca_topic_score_gemma":0.059238166,"teacher_disagreement_score":0.25086024,"about_ca_system_score_codex":0.000041664276,"about_ca_system_score_gemma":0.00010240133,"threshold_uncertainty_score":0.9579283},"labels":[],"label_agreement":null},{"id":"W4401921337","doi":"10.1192/j.eurpsy.2024.83","title":"Life narratives of individuals with psychosis in ethnic minority and migrant communities in Canada and the Netherlands","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Narrative; Psychosis; Psychology; Gerontology; Sociology; Psychiatry; Medicine; Anthropology; Art","score_opus":0.025406370545937373,"score_gpt":0.30557269944820786,"score_spread":0.2801663289022705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401921337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9442744,0.042070217,8.929403e-7,0.003397235,0.00040247335,0.00026836316,0.0000282475,0.00000932905,0.00954882],"genre_scores_gemma":[0.99871093,0.00020773867,0.00007760992,0.000735474,0.00004796647,0.000021008243,0.000008536259,0.00001514137,0.000175585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849373,0.0007793903,0.00028730728,0.00016414539,0.00009819496,0.00017720398],"domain_scores_gemma":[0.9994973,0.0001661826,0.00006199314,0.00020193745,0.0000056811373,0.00006688983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055595615,0.00013093042,0.0002028552,0.00009459073,0.00006068276,0.000022187724,0.00014164775,0.000021484346,0.00008784313],"category_scores_gemma":[0.0000026952343,0.000078717225,0.000015122713,0.00022779168,0.00017934835,0.00005046953,0.000035930894,0.0002611212,0.0000024130497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023056773,0.000068466215,0.9205368,0.0001594223,0.0000618006,0.00001193191,0.06958647,6.170479e-7,2.7264048e-7,0.0011587095,0.0036007913,0.0045841574],"study_design_scores_gemma":[0.002581909,0.00011923331,0.9427907,0.00049459195,0.000016907068,0.000011338517,0.05192073,0.000011593451,3.6783211e-7,0.0003259455,0.0016201715,0.00010653517],"about_ca_topic_score_codex":0.6177038,"about_ca_topic_score_gemma":0.94375086,"teacher_disagreement_score":0.32604703,"about_ca_system_score_codex":0.000020684301,"about_ca_system_score_gemma":0.00009430029,"threshold_uncertainty_score":0.38484195},"labels":[],"label_agreement":null},{"id":"W4401928408","doi":"10.3389/fdgth.2024.1372062","title":"Developing and testing a community based, online vs. face-to-face peer led intervention to improve mental well-being in Cambodian adults with physical disabilities","year":2024,"lang":"en","type":"article","venue":"Frontiers in Digital Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Mental health; Worry; Intervention (counseling); Attrition; Peer support; Medicine; Focus group; Face-to-face; Wilcoxon signed-rank test; Distress; Psychology; Gerontology; Clinical psychology; Psychiatry; Anxiety","score_opus":0.028590806128864804,"score_gpt":0.3614480675773913,"score_spread":0.33285726144852645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401928408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911402,0.00016946525,0.0016231559,0.003735553,0.0007201726,0.001492293,0.00020724795,0.0000862764,0.0008256784],"genre_scores_gemma":[0.99500096,0.0000025272363,0.003211682,0.00076387083,0.00005880817,0.00016197389,0.0002893046,0.000036384194,0.00047448688],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981681,0.0001578697,0.00044215104,0.00044437402,0.00020967513,0.0005778263],"domain_scores_gemma":[0.9992148,0.0002331526,0.00006139854,0.00021612307,0.000028635128,0.0002458541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039617196,0.00025314742,0.0003883935,0.00029943552,0.00018060242,0.00015772061,0.00017079676,0.00005682508,0.000005378937],"category_scores_gemma":[0.00006967836,0.00022573602,0.000038391063,0.00053114566,0.00007405478,0.00039229775,0.00013054152,0.00043698505,0.000015451255],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015960084,0.0014492923,0.37804675,0.0023701168,0.00004222852,0.00003548717,0.07784259,0.000035954235,0.0000014395816,0.00043620422,0.0015415124,0.53660244],"study_design_scores_gemma":[0.012888548,0.011262597,0.5965617,0.019606363,0.00003102916,0.00004117836,0.32971656,0.021154473,0.00014997393,0.0040486353,0.0027824654,0.0017565162],"about_ca_topic_score_codex":0.0049862736,"about_ca_topic_score_gemma":0.0038677596,"teacher_disagreement_score":0.5348459,"about_ca_system_score_codex":0.0010506575,"about_ca_system_score_gemma":0.00008888678,"threshold_uncertainty_score":0.9205248},"labels":[],"label_agreement":null},{"id":"W4401958153","doi":"10.1186/s13063-024-08236-0","title":"Effectiveness and cost-effectiveness of a community intervention in enhancing access to care and improving clinical outcomes for depression: a protocol for a cluster randomised controlled trial in India","year":2024,"lang":"en","type":"article","venue":"Trials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health","keywords":"Medicine; Randomized controlled trial; Protocol (science); Intervention (counseling); Depression (economics); Cost effectiveness; Cluster randomised controlled trial; Alternative medicine; Clinical trial; Research design; Cluster (spacecraft); Physical therapy; Psychiatry; Risk analysis (engineering); Computer network; Surgery; Internal medicine","score_opus":0.2041978478522822,"score_gpt":0.5833815515463938,"score_spread":0.3791837036941116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401958153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58474493,0.00009304664,0.0011965806,0.000010108706,0.00046804058,0.41342452,0.000027321059,0.000012737973,0.000022712695],"genre_scores_gemma":[0.5324331,5.592613e-7,0.00004149562,0.0000150352,0.000043751934,0.46744046,0.000008958236,0.000012174018,0.0000045172933],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9889126,0.008857146,0.0015669947,0.00033645626,0.00008569614,0.00024111493],"domain_scores_gemma":[0.9567224,0.04263645,0.00033973952,0.00017200081,0.000057867645,0.00007155009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022482563,0.00020361807,0.0017892235,0.00029572673,0.000098633725,0.000094562965,0.00014221802,0.00019949493,0.000013091785],"category_scores_gemma":[0.003530172,0.00014214808,0.0003132944,0.0001446541,0.000036598645,0.00018402058,0.00011853894,0.00020538214,4.0621038e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8382921,0.00058634504,0.026921945,0.0070403777,0.00015365827,0.0000017923417,0.0014349769,0.0000011939921,0.00016184775,0.00003331504,0.0000073472943,0.12536506],"study_design_scores_gemma":[0.8324402,0.0022244311,0.16086344,0.0022559445,0.00011792406,6.964079e-7,0.000360275,0.00004271748,0.0012519317,0.0003081427,0.000016278063,0.000117988464],"about_ca_topic_score_codex":0.00057664944,"about_ca_topic_score_gemma":0.000426289,"teacher_disagreement_score":0.1339415,"about_ca_system_score_codex":0.000105561754,"about_ca_system_score_gemma":0.000046551402,"threshold_uncertainty_score":0.7792052},"labels":[],"label_agreement":null},{"id":"W4401973019","doi":"10.1080/09687637.2024.2392546","title":"The highs and lows of cannabis stigma: a vignette study of factors that influence stigma toward cannabis consumers","year":2024,"lang":"en","type":"article","venue":"Drugs Education Prevention and Policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Stigma (botany); Cannabis; Vignette; Psychology; Psychiatry; Clinical psychology; Social psychology","score_opus":0.02652075661075913,"score_gpt":0.40231317164266805,"score_spread":0.3757924150319089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401973019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99147546,0.0031896404,0.000002415142,0.0028052814,0.0006076185,0.00081513653,0.00003405645,0.00002087014,0.0010495062],"genre_scores_gemma":[0.98929185,0.00021232474,0.0000060427546,0.00010396358,0.00003559651,0.00015743301,0.000020196092,0.0000109053935,0.0101617],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989274,0.00021767123,0.0003196664,0.00022603513,0.0001390287,0.00017017232],"domain_scores_gemma":[0.999401,0.00009576862,0.00016446307,0.00018184079,0.00005421638,0.000102708735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002518585,0.00013184245,0.00016341129,0.00019339145,0.00018023304,0.00004640393,0.000094597024,0.000052091902,0.0001164152],"category_scores_gemma":[0.000026135962,0.000095866584,0.000037363945,0.00026725855,0.00013334847,0.00013288597,0.00003243042,0.00008432133,0.000004819024],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018177158,0.0015149267,0.26725265,0.00087114994,0.00041547342,0.0000012850395,0.16442755,0.000001086684,0.000093927185,0.01968382,0.013602334,0.531954],"study_design_scores_gemma":[0.0006871509,0.00034709065,0.94117326,0.00014171848,0.00011264579,0.000004179979,0.040925972,0.000005493862,0.00021907747,0.0011954372,0.015055994,0.00013198124],"about_ca_topic_score_codex":0.03061151,"about_ca_topic_score_gemma":0.00068530295,"teacher_disagreement_score":0.67392063,"about_ca_system_score_codex":0.000051672872,"about_ca_system_score_gemma":0.0002375505,"threshold_uncertainty_score":0.9758437},"labels":[],"label_agreement":null},{"id":"W4402017306","doi":"10.1136/bmjopen-2024-084916","title":"Addressing mental illness stigma in German higher education: study protocol for a mixed-methods evaluation of a psychosocial setting-based intervention","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Psychosocial; Stigma (botany); Mental illness; German; Intervention (counseling); Protocol (science); Mental health; Psychiatry; Family medicine; Clinical psychology; Alternative medicine","score_opus":0.3360431115622467,"score_gpt":0.6861214451575427,"score_spread":0.350078333595296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402017306","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18556829,0.00005377801,0.000173624,0.0009610367,0.0036640454,0.8038617,0.00002803279,0.000033467168,0.0056560445],"genre_scores_gemma":[0.41655618,1.1171019e-8,0.00094421575,0.0000529766,0.00014324617,0.5814679,0.000054376833,0.000016215057,0.0007648817],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971833,0.001376057,0.000590238,0.0003753885,0.00029148796,0.0001835018],"domain_scores_gemma":[0.9992531,0.00013545997,0.00023824423,0.00023957876,0.000093381626,0.000040245333],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004765028,0.0001380584,0.00022354037,0.00016716383,0.00013811355,0.00014231603,0.00026161282,0.00007223242,0.0024187132],"category_scores_gemma":[0.000023262972,0.0001231107,0.00007730549,0.00027381547,0.000023381117,0.00024185417,0.00007728884,0.000084787265,0.000018757595],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017528078,0.004744308,0.005551187,0.0010745618,0.000086170425,0.000002088617,0.005503652,0.0000030428419,0.000043011838,0.00070188066,0.015609359,0.9649279],"study_design_scores_gemma":[0.07818328,0.00445353,0.8060066,0.014284079,0.00061386573,0.00001116328,0.018131452,0.007363691,0.0022405502,0.011387197,0.056013133,0.001311462],"about_ca_topic_score_codex":0.0004620543,"about_ca_topic_score_gemma":0.00024854625,"teacher_disagreement_score":0.9636165,"about_ca_system_score_codex":0.0002512823,"about_ca_system_score_gemma":0.0002500126,"threshold_uncertainty_score":0.9984932},"labels":[],"label_agreement":null},{"id":"W4402116420","doi":"10.20944/preprints202408.2147.v1","title":"Clinical Effectiveness of a Community Psychosocial Rehabilitation Service for Severe and Persistent Mental Illness in Nova Scotia, Canada","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"College of Physicians and Surgeons of Ontario; Nova Scotia Health Authority; Dalhousie University","funders":"University College London","keywords":"Nova scotia; Psychosocial; Mental illness; Rehabilitation; Psychiatry; Medicine; Psychology; Mental health; Gerontology; Physical therapy; Sociology","score_opus":0.15161011309503478,"score_gpt":0.46807879539153574,"score_spread":0.31646868229650094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402116420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98798245,0.0003144144,0.0000015106481,0.001215451,0.004558175,0.003618744,0.0004124972,0.000030638184,0.0018661277],"genre_scores_gemma":[0.99875945,0.000012513165,0.000045632718,0.00015522075,0.000093372066,0.00050949416,0.00027927672,0.000040106952,0.00010492923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959777,0.0018533857,0.0008934434,0.00070833816,0.00023913974,0.00032800992],"domain_scores_gemma":[0.99690086,0.0017554291,0.0003181404,0.0007538458,0.00014479339,0.00012696019],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030060136,0.00032750072,0.0007469345,0.00012383355,0.00014192505,0.00001216279,0.00042730162,0.00041371776,0.00024392002],"category_scores_gemma":[0.00012778044,0.00034070617,0.0002314626,0.0001863194,0.00013317906,0.000042702537,0.0011252667,0.001195887,0.000045337143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019662844,0.0012082522,0.968574,0.009736329,0.00047062468,0.000004865495,0.012768124,0.000025647145,0.00006225658,0.00030648033,0.00020574083,0.004671386],"study_design_scores_gemma":[0.0025216946,0.00018287092,0.98716396,0.0013500259,0.00014247526,0.000005191425,0.0055230525,0.00003237666,0.00012513628,0.002479336,0.00016862988,0.00030524904],"about_ca_topic_score_codex":0.7590228,"about_ca_topic_score_gemma":0.71007633,"teacher_disagreement_score":0.04894641,"about_ca_system_score_codex":0.00066913856,"about_ca_system_score_gemma":0.00032770308,"threshold_uncertainty_score":0.9999045},"labels":[],"label_agreement":null},{"id":"W4402132878","doi":"10.1111/pcn.13728","title":"The longitudinal patterns of depression subtypes and stressors in depression severity in the Canadian longitudinal study on aging (<scp>CLSA</scp>)","year":2024,"lang":"en","type":"article","venue":"Psychiatry and Clinical Neurosciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; McGill University; Douglas College","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Depression (economics); Stressor; Longitudinal study; Psychology; Clinical psychology; Psychological intervention; Multilevel model; Latent class model; Psychiatry; Medicine","score_opus":0.09097485592362377,"score_gpt":0.4411636365167548,"score_spread":0.350188780593131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402132878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933439,0.0019081003,0.0000010868825,0.00091997255,0.0028469407,0.00043632512,0.000013649325,0.000010320297,0.00051970535],"genre_scores_gemma":[0.99931973,0.00029797968,0.000003761838,0.00017384213,0.00009773427,0.000030898347,0.0000011285985,0.0000059482372,0.000068985006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977547,0.00055196614,0.00046766445,0.0006112233,0.00026375812,0.00035071885],"domain_scores_gemma":[0.99793255,0.0016047893,0.000090355206,0.0002358771,0.000008310103,0.00012811724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014641425,0.00014749514,0.00018920821,0.00011952747,0.00053487817,0.00017474983,0.00033406902,0.00007879167,0.000007526768],"category_scores_gemma":[0.00009319506,0.00007710106,0.000042817614,0.00033178754,0.00024091448,0.00013335505,0.00006586249,0.00046844795,0.0000026922858],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032014017,0.0005943409,0.9899744,0.000026498923,0.000005726595,0.000051899176,0.00043559706,0.0000010362901,5.4769737e-7,0.00026170816,0.000045775305,0.008570459],"study_design_scores_gemma":[0.00042944358,0.0005631928,0.9951044,0.00016210534,0.000017401002,0.000011491697,0.0031812026,0.000088577166,0.0000026045504,0.00031503185,0.000081063015,0.000043511376],"about_ca_topic_score_codex":0.024007993,"about_ca_topic_score_gemma":0.36658248,"teacher_disagreement_score":0.3425745,"about_ca_system_score_codex":0.000011818694,"about_ca_system_score_gemma":0.0000524086,"threshold_uncertainty_score":0.9824912},"labels":[],"label_agreement":null},{"id":"W4402244811","doi":"10.3389/fpubh.2024.1434389","title":"Mental health awareness, stigma, and help-seeking attitudes among Albanian university students in the Western Balkans: a qualitative study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Health, British Columbia","keywords":"Stigma (botany); Mental health; Qualitative research; Psychology; Help-seeking; Social stigma; Medical education; Medicine; Environmental health; Psychiatry; Family medicine; Sociology; Social science","score_opus":0.06991671632751256,"score_gpt":0.4370081612613387,"score_spread":0.3670914449338261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402244811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97603077,0.004612223,0.0004188976,0.014176804,0.0017231184,0.0025784734,0.000089528374,0.00007516728,0.00029500725],"genre_scores_gemma":[0.9971667,0.0004735643,0.00013407308,0.0013639034,0.000060945535,0.000074536125,0.00007659332,0.000025312314,0.0006243669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942697,0.0030673635,0.00057441375,0.0007164848,0.00049888535,0.0008731365],"domain_scores_gemma":[0.99904484,0.00017090223,0.00016252235,0.00031398438,0.000016872536,0.00029085472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045505688,0.00026594053,0.00050947454,0.0005932076,0.00056558056,0.00023124367,0.0005484734,0.0000850752,0.00003277919],"category_scores_gemma":[0.000011771936,0.00022039874,0.000042698684,0.0009232115,0.00015443606,0.0005322566,0.00014580581,0.00046728525,0.000011270501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003850011,0.0009890975,0.6926158,0.00017118923,0.0000780922,0.00007323869,0.28284392,1.39257e-7,1.5200863e-8,0.00026999455,0.0068945093,0.01602549],"study_design_scores_gemma":[0.0014636151,0.00042901063,0.6666774,0.00020217654,0.0000043631308,0.0000040413183,0.3261045,0.00003176437,1.5220936e-8,0.00004929401,0.004912301,0.0001215259],"about_ca_topic_score_codex":0.025084924,"about_ca_topic_score_gemma":0.019846568,"teacher_disagreement_score":0.04326058,"about_ca_system_score_codex":0.0012834407,"about_ca_system_score_gemma":0.00039166945,"threshold_uncertainty_score":0.99803865},"labels":[],"label_agreement":null},{"id":"W4402311980","doi":"10.5195/pom.2024.212","title":"Understanding Asymmetrical Opposition to Medical Assistance in Dying for Mental Illness","year":2024,"lang":"en","type":"article","venue":"Philosophy of Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Opposition (politics); Mental illness; Psychiatry; Psychology; Mental health; Political science; Law; Politics","score_opus":0.21399495234518107,"score_gpt":0.4418717851478749,"score_spread":0.22787683280269383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402311980","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25919625,0.016234566,0.057135195,0.4740937,0.015637442,0.0051369406,0.00015106604,0.00031640372,0.17209843],"genre_scores_gemma":[0.9976356,0.00003325093,0.00013850644,0.0012323818,0.00066027703,0.00013642831,0.00004854077,0.000018425064,0.00009658187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985012,0.000056738623,0.00041765286,0.0003164971,0.00045041365,0.00025754358],"domain_scores_gemma":[0.99916005,0.0004221312,0.000047319772,0.00012121519,0.000015733209,0.00023354904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064261066,0.000128815,0.0002922965,0.00046389198,0.00008351705,0.000007841817,0.00014579543,0.000097560805,0.0008012314],"category_scores_gemma":[0.000090470094,0.0001018033,0.00004355518,0.00060762634,0.0001086864,0.00007125601,0.00002569566,0.00014263934,0.0000213678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014526347,0.0006066587,0.0019797664,0.0012911477,0.00016231777,0.0002912892,0.0068238094,0.0000016497619,0.00036220282,0.8442477,0.02045321,0.12232761],"study_design_scores_gemma":[0.05311358,0.013783951,0.021407776,0.033768777,0.0006218028,0.00036218448,0.01451017,0.010068174,0.0019467254,0.815267,0.0327294,0.002420406],"about_ca_topic_score_codex":0.000090632966,"about_ca_topic_score_gemma":0.000016084796,"teacher_disagreement_score":0.7384393,"about_ca_system_score_codex":0.00032925626,"about_ca_system_score_gemma":0.000021245356,"threshold_uncertainty_score":0.8772922},"labels":[],"label_agreement":null},{"id":"W4402354518","doi":"10.1136/ebnurs-2024-104052","title":"Educational interventions for healthcare professionals can reduce stigma towards mental illness","year":2024,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University; University of Alberta","funders":"","keywords":"Stigma (botany); Psychological intervention; Mental health; Mental illness; Health professionals; Psychology; Mental healthcare; Health care; Nursing; Psychiatry; Medicine; Political science","score_opus":0.17397442414742678,"score_gpt":0.5346028647052228,"score_spread":0.36062844055779597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402354518","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42346233,0.0673428,0.0018153704,0.4729487,0.028229157,0.0040318132,0.00068581704,0.00029566203,0.0011883472],"genre_scores_gemma":[0.98916966,0.000034439425,0.000955812,0.0009588335,0.0009028226,0.0012676778,0.0004833318,0.000041434425,0.006186001],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9979154,0.00028387987,0.00047378626,0.0005537982,0.0002952456,0.00047792614],"domain_scores_gemma":[0.9987875,0.0005405767,0.000109129636,0.0002536221,0.00010083599,0.00020831871],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005762813,0.00021463423,0.00022576631,0.00026277362,0.0007340027,0.000113774266,0.00022337532,0.00011111077,0.0019112895],"category_scores_gemma":[0.00006328085,0.00019154364,0.00025467662,0.00035651508,0.00011311017,0.00031439753,0.00001678216,0.00020228072,0.0000963902],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038079877,0.0011945012,0.0008349892,0.00231586,0.00008336457,0.000011614786,0.0071680476,0.000003284692,0.00014716355,0.020049296,0.09017566,0.8776354],"study_design_scores_gemma":[0.010161881,0.0064151185,0.20870903,0.5856365,0.0013919631,0.00031919705,0.045551743,0.0037624077,0.024524417,0.068076365,0.040822882,0.0046285093],"about_ca_topic_score_codex":0.00049242156,"about_ca_topic_score_gemma":0.00006202259,"teacher_disagreement_score":0.87300694,"about_ca_system_score_codex":0.0008545115,"about_ca_system_score_gemma":0.00060994556,"threshold_uncertainty_score":0.9990011},"labels":[],"label_agreement":null},{"id":"W4402390682","doi":"10.23889/ijpds.v9i5.2669","title":"Using newly linked hospital and population data to identify opportunities to reduce harms from sedative-hypnotic prescribing at population scale","year":2024,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Trillium Health Centre; Sunnybrook Health Science Centre; Sinai Health System; Institute of Health Services and Policy Research","funders":"","keywords":"Sedative/hypnotic; Sedative; Scale (ratio); Population; Medicine; Psychiatry; Psychology; Environmental health; Geography","score_opus":0.41472260122159965,"score_gpt":0.5320087975668627,"score_spread":0.11728619634526305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402390682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756507,0.00020055095,0.008038337,0.002835427,0.009726475,0.000744408,0.0026996126,0.000056595112,0.000047865913],"genre_scores_gemma":[0.9764282,0.0000191386,0.012976791,0.0002947094,0.001060574,0.000016058197,0.008727404,0.000026615544,0.00045048664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970563,0.00007490583,0.0006852968,0.00094606425,0.0008936364,0.00034380026],"domain_scores_gemma":[0.998394,0.00014172809,0.0002612287,0.00066486595,0.00021131853,0.00032687443],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011195852,0.00019480997,0.00018599626,0.00060797133,0.0007648583,0.0013091598,0.0016477864,0.000065812565,0.00021829698],"category_scores_gemma":[0.00024818396,0.00018412869,0.000033411343,0.0003078413,0.00005829126,0.0057064104,0.0011700533,0.00015351409,0.0000376782],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000929226,0.00041005926,0.49382314,0.00009239666,0.00035176918,0.00012880715,0.006656974,0.0020985133,0.010828992,0.004539105,0.0147365155,0.4654045],"study_design_scores_gemma":[0.00054544926,0.00009094016,0.9248257,0.00041803755,0.00007361845,0.00006408381,0.00050763047,0.069514886,0.00005617367,0.0012311646,0.002388205,0.0002840659],"about_ca_topic_score_codex":0.008931816,"about_ca_topic_score_gemma":0.0007115629,"teacher_disagreement_score":0.46512043,"about_ca_system_score_codex":0.00060683774,"about_ca_system_score_gemma":0.00006521163,"threshold_uncertainty_score":0.99972755},"labels":[],"label_agreement":null},{"id":"W4402406251","doi":"10.23889/ijpds.v9i5.2528","title":"Comparing health service use before and after transition to a supported housing model for clients who experience severe and persistent mental illness in southwestern Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Mental illness; Mental health; Service (business); Transition (genetics); Mental health service; Psychiatry; Psychology; Business; Gerontology; Medicine; Marketing","score_opus":0.10610955851671944,"score_gpt":0.4097852042524347,"score_spread":0.30367564573571526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402406251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925904,0.00003836029,0.0027639198,0.0019417885,0.0013249362,0.00053650356,0.0007936412,0.0000072953794,0.0000031140182],"genre_scores_gemma":[0.9972549,0.00000405426,0.00084426545,0.0011838046,0.000047658057,0.000046126544,0.0004825912,0.00000833388,0.00012828026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986627,0.00001506177,0.00033106445,0.00039125702,0.00035531778,0.0002445678],"domain_scores_gemma":[0.9995247,0.000024452342,0.00008074951,0.00011169914,0.00008784209,0.00017055236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003448859,0.00009985028,0.000115643095,0.0001930823,0.00032316195,0.00039829142,0.00028209703,0.000020792533,0.000019762749],"category_scores_gemma":[0.000008416502,0.00009222979,0.000017040498,0.00012810553,0.00002732303,0.0016986025,0.000101657184,0.00007840791,3.2600425e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009993786,0.00011852451,0.8679984,0.00011844947,0.000059867765,0.000032086602,0.09254193,0.0029188164,0.00002933285,0.00032587416,0.0005427285,0.03431458],"study_design_scores_gemma":[0.0008877294,0.00007119922,0.5350487,0.0003505896,0.000011030191,0.00012892573,0.0020664628,0.46076035,0.0000020566,0.00008775498,0.00045207483,0.00013311017],"about_ca_topic_score_codex":0.49732465,"about_ca_topic_score_gemma":0.9497874,"teacher_disagreement_score":0.45784155,"about_ca_system_score_codex":0.0008250832,"about_ca_system_score_gemma":0.00023329597,"threshold_uncertainty_score":0.5060227},"labels":[],"label_agreement":null},{"id":"W4402481688","doi":"10.1080/13607863.2024.2400262","title":"‘Mental health is a mystery’: patient perspectives on treatment engagement in the referral process to specialty geriatric mental health services","year":2024,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council","keywords":"Mental health; Specialty; Referral; Medicine; Psychology; Nursing; Psychiatry; Family medicine","score_opus":0.04474175986854951,"score_gpt":0.42234479856918555,"score_spread":0.37760303870063605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402481688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.833517,0.018636977,0.0000043124696,0.13086136,0.0036589412,0.009176974,0.0011453275,0.00026501063,0.0027340627],"genre_scores_gemma":[0.9501422,0.002327974,0.00014380473,0.043960296,0.00058664527,0.0010126374,0.00083862565,0.00010365582,0.00088417274],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9926687,0.0012913367,0.0014036151,0.0016806499,0.0010426725,0.0019130086],"domain_scores_gemma":[0.997981,0.000106976884,0.000445983,0.00071705657,0.00003034879,0.00071862043],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014895705,0.00082679384,0.0008945367,0.00068087666,0.0018643473,0.00027684434,0.00054340373,0.00009351876,0.00075529516],"category_scores_gemma":[0.0000018751583,0.00059459504,0.00022869617,0.0011286872,0.000069129186,0.0003167606,0.00014446696,0.00055604515,0.00059210183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062778714,0.0036344011,0.002380057,0.001158778,0.00015621411,0.0000414527,0.7770271,0.0000034967318,0.0000027504952,0.0011247051,0.033438683,0.18040462],"study_design_scores_gemma":[0.0071971808,0.02488957,0.03262238,0.0045802565,0.000034396686,0.00019390401,0.7184836,0.00021021518,0.000095598945,0.00018302076,0.21025081,0.0012590553],"about_ca_topic_score_codex":0.01386047,"about_ca_topic_score_gemma":0.0042656865,"teacher_disagreement_score":0.17914556,"about_ca_system_score_codex":0.008713505,"about_ca_system_score_gemma":0.0005354209,"threshold_uncertainty_score":0.99965054},"labels":[],"label_agreement":null},{"id":"W4402533737","doi":"10.1093/hsw/hlae026","title":"Substance Use and Mental Health among Canadian Social Workers","year":2024,"lang":"en","type":"article","venue":"Health & Social Work","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental health; Psychiatry; Cannabis; Anxiety; Ecstasy; Psychological intervention; Clinical psychology; Psychology; Population; Depression (economics); Substance abuse; Medicine; Environmental health","score_opus":0.0536085207588961,"score_gpt":0.3887848046833715,"score_spread":0.3351762839244754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402533737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8862675,0.015293674,0.000006823677,0.08951781,0.004050696,0.0013197383,0.0002193884,0.00022310593,0.0031012583],"genre_scores_gemma":[0.9868073,0.000236119,0.0000675344,0.006096756,0.0008607476,0.00011212864,0.00015835524,0.00005768425,0.005603364],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9972461,0.0003102487,0.00045743218,0.0005185415,0.00022473668,0.0012429631],"domain_scores_gemma":[0.99891335,0.00008521077,0.00013048579,0.0001177175,0.000017265496,0.00073597406],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00049573183,0.000246362,0.00038267818,0.00014828429,0.003029687,0.00017896,0.00011858432,0.00017979529,0.00064120215],"category_scores_gemma":[0.0000030102842,0.00025307358,0.000085169035,0.0008339042,0.0001782634,0.00020959473,0.000019639827,0.00041415432,0.0002118746],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010992532,0.00007754419,0.26988724,0.00025277026,0.00008513639,0.00006135984,0.05030545,4.166812e-8,8.7001375e-8,0.0074550738,0.51295525,0.15881011],"study_design_scores_gemma":[0.0006409885,0.00010730588,0.82002324,0.00025273842,0.000008795072,0.000005664047,0.00449024,0.0000023567761,1.9112292e-7,0.00022057159,0.17398502,0.0002628845],"about_ca_topic_score_codex":0.20538203,"about_ca_topic_score_gemma":0.3408892,"teacher_disagreement_score":0.55013597,"about_ca_system_score_codex":0.0014070892,"about_ca_system_score_gemma":0.00045736312,"threshold_uncertainty_score":0.99999213},"labels":[],"label_agreement":null},{"id":"W4402549092","doi":"10.4415/ann_24_03_05","title":"Clinical medical practice and stigma towards patients with substance use disorder in an Italian sample of healthcare workers.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Stigma (botany); Health care; Substance use; Sample (material); Psychiatry; Clinical Practice; Family medicine; Psychology; Medicine; Political science","score_opus":0.0854116153674383,"score_gpt":0.41926982925696554,"score_spread":0.33385821388952724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402549092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924761,0.0016883127,0.000029114695,0.0038504181,0.0005944926,0.0010060935,0.00007575261,0.00003455335,0.0002451473],"genre_scores_gemma":[0.99821347,0.00009701969,0.00029192818,0.0005671592,0.000061121,0.0005494603,0.00007635848,0.000020023866,0.00012343924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981462,0.00032628002,0.00043553725,0.00039199175,0.00033404081,0.00036600025],"domain_scores_gemma":[0.9985897,0.00073088513,0.00009078385,0.00021456406,0.00005027966,0.00032376486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070198026,0.00012064951,0.00023327947,0.00007554126,0.00004224965,0.00003777686,0.00011218489,0.00013932119,0.00009799615],"category_scores_gemma":[0.00022772452,0.00008910217,0.00002336561,0.00027521007,0.00012267838,0.00043661374,0.000025106036,0.00025964036,0.00000405271],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040644442,0.00043632864,0.594082,0.000061930485,0.000023782912,0.000029462084,0.00044533194,4.2403617e-8,9.1689506e-10,0.0002895539,0.00012509048,0.40410003],"study_design_scores_gemma":[0.001499872,0.00021080076,0.9931244,0.00009027376,0.000020359495,0.0000023237899,0.00046201205,0.000008622581,1.8365328e-7,0.00006899369,0.0044223163,0.000089817986],"about_ca_topic_score_codex":0.0054762173,"about_ca_topic_score_gemma":0.008003714,"teacher_disagreement_score":0.4040102,"about_ca_system_score_codex":0.000047162845,"about_ca_system_score_gemma":0.00004243625,"threshold_uncertainty_score":0.82784384},"labels":[],"label_agreement":null},{"id":"W4402587006","doi":"10.2139/ssrn.4958657","title":"Substance Use and Harm Reduction Resource Stigma Among Undergraduate Students","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Substance use; Harm reduction; Stigma (botany); Harm; Psychology; Reduction (mathematics); Resource (disambiguation); Social psychology; Clinical psychology; Medicine; Psychiatry; Computer science; Mathematics; Family medicine","score_opus":0.034556396020900174,"score_gpt":0.36293996189297534,"score_spread":0.3283835658720752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402587006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9684992,0.025869671,0.00009196182,0.0012995623,0.0027095124,0.0006330473,0.000016648786,0.0000942668,0.0007861445],"genre_scores_gemma":[0.95953566,0.0095000975,0.000021606193,0.000048951155,0.00084073236,0.00006746559,0.00004322532,0.00008135013,0.029860929],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99572486,0.0003100043,0.0005560686,0.00073738577,0.00048421475,0.0021874628],"domain_scores_gemma":[0.99889064,0.00005337906,0.00041009884,0.00038739084,0.000056635625,0.00020188403],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012817212,0.00041941664,0.00038998236,0.00027514,0.00040685735,0.0005019382,0.0004529121,0.0003255397,0.000056138924],"category_scores_gemma":[0.000009683243,0.00037452843,0.00014883293,0.00017030272,0.000116292256,0.00017143408,0.00030929683,0.00606197,0.00009609414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004033168,0.0030715591,0.34747654,0.001509276,0.014018377,0.0012186404,0.01882797,0.00017662441,0.00017970722,0.2855165,0.039416783,0.28455484],"study_design_scores_gemma":[0.0031162747,0.0007352861,0.11844114,0.0014559029,0.0009090457,0.0020385631,0.0069732484,0.00003867878,0.00006580886,0.863112,0.0020558788,0.0010582185],"about_ca_topic_score_codex":0.0007908315,"about_ca_topic_score_gemma":0.001142955,"teacher_disagreement_score":0.5775954,"about_ca_system_score_codex":0.0018168777,"about_ca_system_score_gemma":0.00038580017,"threshold_uncertainty_score":0.99987066},"labels":[],"label_agreement":null},{"id":"W4402620171","doi":"","title":"Mental Health Expenditure in Canada.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of Canada","funders":"","keywords":"Mental health; Psychology; Psychiatry","score_opus":0.0339699048356509,"score_gpt":0.329995814008111,"score_spread":0.29602590917246013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402620171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87768686,0.023267439,0.000002039113,0.03264698,0.009948374,0.0023550345,0.00015427798,0.00010691132,0.053832114],"genre_scores_gemma":[0.98923033,0.000039212628,0.0000043516247,0.0015327181,0.00011719348,0.0015286587,0.000054092365,0.000011475982,0.007481984],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990184,0.000047487334,0.00016766263,0.00020818847,0.00011194391,0.00044636737],"domain_scores_gemma":[0.99971163,0.00002434583,0.000019398329,0.00010381338,0.0000014961192,0.00013932164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012859874,0.00008006916,0.00010687491,0.00006394176,0.000048724407,0.000018319766,0.00008264635,0.000024505243,0.0006771147],"category_scores_gemma":[0.0000010475644,0.00006770714,0.00001649484,0.00012818802,0.0000072505595,0.00005420037,0.000016321428,0.00010935125,0.00006795068],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025116064,0.000053732416,0.016297253,0.000054460754,0.000020617104,0.0001393762,0.00085026113,1.7126882e-7,1.2968617e-7,0.0014669233,0.25354952,0.72754246],"study_design_scores_gemma":[0.00049425993,0.000010105436,0.75396436,0.00002362091,0.0000020068296,0.000017403458,0.00087005657,0.000008877817,0.000014011441,0.00009264577,0.24440362,0.00009902001],"about_ca_topic_score_codex":0.8687242,"about_ca_topic_score_gemma":0.94059485,"teacher_disagreement_score":0.73766714,"about_ca_system_score_codex":0.0010820333,"about_ca_system_score_gemma":0.00015657973,"threshold_uncertainty_score":0.7413931},"labels":[],"label_agreement":null},{"id":"W4402626984","doi":"10.1371/journal.pmen.0000065","title":"Barriers to care for mental health conditions in Canada","year":2024,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Mental health care; Health care; Psychology; Nursing; Psychiatry; Medicine; Political science","score_opus":0.03320600755211685,"score_gpt":0.39483667374506953,"score_spread":0.3616306661929527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402626984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87651783,0.014434649,0.000008569041,0.0783989,0.0074758637,0.008907939,0.010997243,0.00016086077,0.0030981663],"genre_scores_gemma":[0.97968954,0.00009388948,0.00016205717,0.0157246,0.00014849573,0.001344773,0.0017531014,0.00005260802,0.0010309664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974752,0.000130674,0.00058447017,0.0005618315,0.00028264013,0.0009651669],"domain_scores_gemma":[0.9984956,0.000081927785,0.000072757786,0.0002230078,0.000016440035,0.0011102752],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016391068,0.00023980568,0.00037811446,0.00020106728,0.0007560746,0.00003307328,0.00017635916,0.000048838687,0.0016304959],"category_scores_gemma":[0.000005470515,0.00023978954,0.00006309133,0.00033221886,0.000024096318,0.00010409586,0.00004276453,0.00018181019,0.00016685127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000552634,0.00045979707,0.02252902,0.0043909904,0.00020834107,0.000073856165,0.08499866,0.000005973859,0.000052283507,0.0062588095,0.7875471,0.09292253],"study_design_scores_gemma":[0.008127883,0.00419808,0.025314545,0.0037333264,0.000035684487,0.00007469522,0.21151763,0.0004995234,0.0006964771,0.0003959983,0.74405247,0.0013537104],"about_ca_topic_score_codex":0.79847515,"about_ca_topic_score_gemma":0.9359873,"teacher_disagreement_score":0.13751218,"about_ca_system_score_codex":0.0073273373,"about_ca_system_score_gemma":0.002594693,"threshold_uncertainty_score":0.9992821},"labels":[],"label_agreement":null},{"id":"W4402738883","doi":"10.1016/j.jad.2024.09.145","title":"Examining the psychometric properties of the Patient Health Questionnaire-9 and Generalized Anxiety Disorder-7 among young urban South African women","year":2024,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research; South African Medical Research Council","keywords":"Mental health; Anxiety; Generalized anxiety disorder; Psychiatry; Clinical psychology; Psychology; Psychometrics; Patient Health Questionnaire; Medicine; Depressive symptoms","score_opus":0.020125646325898226,"score_gpt":0.2897810625297042,"score_spread":0.26965541620380595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402738883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728884,0.023581685,0.00009591053,0.0010486287,0.0011979183,0.00073947624,0.000008369221,0.000016363063,0.000423221],"genre_scores_gemma":[0.99896616,0.0005468776,0.000012441181,0.0001504157,0.00007624813,0.000084697385,6.2587054e-7,0.000024067689,0.00013847092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803466,0.00063204655,0.00047680928,0.0002187403,0.00031547138,0.0003222746],"domain_scores_gemma":[0.9990216,0.00009958949,0.0005007276,0.00019434984,0.000061766266,0.000121962876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007623168,0.00018680708,0.00030786247,0.00026428458,0.0003350017,0.00006303514,0.00020586798,0.000053324846,0.000032720964],"category_scores_gemma":[0.00008723738,0.00009150911,0.000114949864,0.0009027394,0.00025495215,0.00016944447,0.000053106014,0.00032351995,0.0000013216127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002149835,0.0002658092,0.71264255,0.00019003409,0.0002865658,0.0000013712227,0.104714125,0.000022309468,0.000024329458,0.000239651,0.00090155256,0.1804967],"study_design_scores_gemma":[0.0012753316,0.0016455605,0.95427555,0.0004201202,0.000055206696,0.000026490612,0.041045617,0.00007518395,0.000027207336,0.00037492052,0.00063947495,0.0001393262],"about_ca_topic_score_codex":0.0012144372,"about_ca_topic_score_gemma":0.0003340736,"teacher_disagreement_score":0.241633,"about_ca_system_score_codex":0.00022477443,"about_ca_system_score_gemma":0.000085089116,"threshold_uncertainty_score":0.3731633},"labels":[],"label_agreement":null},{"id":"W4402747174","doi":"10.1016/j.psychres.2024.116208","title":"The prevalence of mental health conditions and effectiveness of psychological interventions among university students in Italy: A systematic literature review","year":2024,"lang":"en","type":"review","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Psychology; Systematic review; Clinical psychology; Psychiatry; MEDLINE; Political science","score_opus":0.1522219415490699,"score_gpt":0.5809797247555859,"score_spread":0.42875778320651603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402747174","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028142517,0.9870321,3.8099247e-7,0.00016607699,0.00070999097,0.008302589,0.0006769115,0.000012402775,0.00028526122],"genre_scores_gemma":[0.0029838362,0.9950959,0.000007753365,0.000005707452,0.000020526468,0.0004909198,0.00010768668,0.000020670182,0.0012670042],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98979163,0.007590739,0.0010993538,0.000573719,0.0005395429,0.0004049912],"domain_scores_gemma":[0.99769425,0.0010027094,0.00047517923,0.00060803513,0.00009345423,0.00012637973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006321238,0.0002661282,0.0015174615,0.0005103443,0.0002848559,0.000044782308,0.0008417023,0.00019762757,0.00007219609],"category_scores_gemma":[0.000056030927,0.00016137242,0.00048106874,0.0016615405,0.00041830481,0.000075533666,0.00030945567,0.0009819238,0.000034598655],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039992545,0.00085215754,0.0061738472,0.98425376,0.00029301655,0.000013549687,0.00015375245,2.2720847e-9,9.8114015e-9,0.0027013507,0.0016017413,0.0039168396],"study_design_scores_gemma":[0.00040465058,0.0005292134,0.017653959,0.97876716,0.0004991381,0.000043561035,0.0002744398,1.5786915e-7,4.885036e-9,0.00017407004,0.0015512013,0.00010247175],"about_ca_topic_score_codex":0.000053530544,"about_ca_topic_score_gemma":0.0000935064,"teacher_disagreement_score":0.011480112,"about_ca_system_score_codex":0.00022311081,"about_ca_system_score_gemma":0.00009961521,"threshold_uncertainty_score":0.65805763},"labels":[],"label_agreement":null},{"id":"W4402754742","doi":"10.1177/21501319241285851","title":"Improving the Capacity of Non-Physician Primary Care Providers to Address Child and Youth Mental Health Through Mental Health Literacy Approaches","year":2024,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Alberta Health; Alberta Health Services","keywords":"Medicine; Mental health; Primary care; Literacy; Mental health literacy; Nursing; Health literacy; Psychiatry; Family medicine; Health care; Mental illness; Psychology","score_opus":0.0658567590856255,"score_gpt":0.360551743608856,"score_spread":0.2946949845232305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402754742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78506404,0.15697281,0.00031694325,0.033930093,0.0031232995,0.0057593905,0.003214304,0.00010516518,0.011513929],"genre_scores_gemma":[0.9759311,0.0014297899,0.0021160943,0.019129835,0.00034646114,0.00003275493,0.00089891837,0.00007647668,0.000038560232],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941436,0.002167789,0.0016395985,0.00042285665,0.0007130221,0.000913132],"domain_scores_gemma":[0.99678856,0.00020747146,0.001359743,0.0008721339,0.00016051758,0.0006115508],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019804805,0.0004946112,0.0012386707,0.00029646145,0.0023772307,0.00018348536,0.0008230854,0.00011857462,0.000015272499],"category_scores_gemma":[0.000009116352,0.00036938477,0.0002916859,0.000495057,0.00024633197,0.0008132136,0.000444597,0.0021579291,0.0000042397064],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004474686,0.0005968785,0.0009701335,0.009587347,0.00020477275,0.0000031511502,0.53052247,0.0000036334795,0.00002023475,0.0001781314,0.0022781356,0.45518762],"study_design_scores_gemma":[0.007458974,0.017123263,0.12774281,0.015556094,0.00022144326,0.00055450917,0.80709654,0.00004932001,0.00018387499,0.00012267362,0.022797488,0.0010929768],"about_ca_topic_score_codex":0.04000336,"about_ca_topic_score_gemma":0.002380159,"teacher_disagreement_score":0.45409465,"about_ca_system_score_codex":0.004561488,"about_ca_system_score_gemma":0.0020911198,"threshold_uncertainty_score":0.9998758},"labels":[],"label_agreement":null},{"id":"W4402812325","doi":"10.1080/00207411.2024.2406936","title":"Canadian undergraduate students’ mental health literacy and its influence on psychological distress and help-seeking behaviour","year":2024,"lang":"en","type":"article","venue":"International Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Mental health literacy; Mental health; Psychological distress; Help-seeking; Psychology; Distress; Literacy; Medical education; Health literacy; Clinical psychology; Psychiatry; Medicine; Mental illness; Pedagogy; Health care","score_opus":0.032134265911945833,"score_gpt":0.4652831167853086,"score_spread":0.43314885087336275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402812325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92751604,0.007959466,0.000009162476,0.06028416,0.0032027408,0.00038810694,0.00040113003,0.000018053552,0.00022111066],"genre_scores_gemma":[0.991432,0.002570185,0.00009064321,0.004988804,0.00023755858,0.000010210663,0.00008877668,0.000020211879,0.0005615779],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99766314,0.00019288254,0.0007165068,0.0003500629,0.0006492496,0.00042817835],"domain_scores_gemma":[0.9987561,0.000069883696,0.00030858172,0.00008806606,0.000056149078,0.00072121166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057895645,0.00021121113,0.00027720418,0.00038610975,0.00030730898,0.00026778592,0.0003410332,0.00006218629,0.00017574253],"category_scores_gemma":[0.0000053639083,0.0001733993,0.000063141,0.000105992876,0.000047855905,0.00035498035,0.00007469283,0.0004011795,0.00003658369],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010760464,0.0017318092,0.27406758,0.00023494584,0.00050454173,0.0013049,0.012104056,0.0000029423225,0.000046286623,0.014807977,0.01011764,0.68400127],"study_design_scores_gemma":[0.004938903,0.0044693993,0.9694473,0.0038546491,0.00002249668,0.0042193984,0.0013901804,0.00018121986,0.000024410574,0.0011990651,0.009844777,0.00040820983],"about_ca_topic_score_codex":0.010726334,"about_ca_topic_score_gemma":0.003730504,"teacher_disagreement_score":0.69537973,"about_ca_system_score_codex":0.001306945,"about_ca_system_score_gemma":0.00011269578,"threshold_uncertainty_score":0.99586135},"labels":[],"label_agreement":null},{"id":"W4402825574","doi":"10.1007/s00127-024-02763-6","title":"Correction: Development of an early intervention in psychosis services fidelity questionnaire","year":2024,"lang":"en","type":"erratum","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Psychosis; Fidelity; Psychology; Intervention (counseling); Psychiatry; Epidemiology; Early psychosis; Clinical psychology; Medicine; Computer science","score_opus":0.03570148100059177,"score_gpt":0.40365809716255663,"score_spread":0.36795661616196484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402825574","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3857026,0.12705939,0.00016620803,0.00405827,0.449212,0.0016483805,0.00017402631,0.00028802265,0.03169107],"genre_scores_gemma":[0.7862704,0.0042277165,0.0076824212,0.0038713454,0.033363495,0.002190976,0.0051699844,0.0005236928,0.15669997],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99296176,0.0017971981,0.0027309628,0.0014598696,0.00022885631,0.0008213296],"domain_scores_gemma":[0.9976654,0.000202003,0.0013419698,0.0004742885,0.00008625883,0.0002300626],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024949533,0.0007166399,0.0015344846,0.0007911998,0.00051810994,0.00003081781,0.00048429583,0.002090784,0.0004417806],"category_scores_gemma":[0.000031313095,0.0006932943,0.0004079166,0.0008948639,0.00020988473,0.00020365744,0.00010556771,0.0019796232,0.0001418761],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006939292,0.001867482,0.3448379,0.004610061,0.0004892206,0.000006509121,0.004651763,6.020945e-7,1.1927143e-7,0.006434581,0.49712014,0.13928771],"study_design_scores_gemma":[0.0015129951,0.00083351095,0.92356884,0.0016198376,0.0003154761,0.000020826075,0.0018500104,0.000059502196,1.9152601e-7,0.029615354,0.039861396,0.000742051],"about_ca_topic_score_codex":0.0063662487,"about_ca_topic_score_gemma":0.017192332,"teacher_disagreement_score":0.57873094,"about_ca_system_score_codex":0.00017555474,"about_ca_system_score_gemma":0.00017385295,"threshold_uncertainty_score":0.99955183},"labels":[],"label_agreement":null},{"id":"W4402926645","doi":"10.1007/s10597-024-01357-5","title":"Development and Implementation of Mental Healthcare Plans in Three Districts in Ghana: A Mixed-Method Process Evaluation Using Theory of Change","year":2024,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; York University","funders":"Foreign, Commonwealth and Development Office","keywords":"Process (computing); Mental health; Health psychology; Psychology; Nursing; Public health; Environmental health; Medicine; Applied psychology; Psychiatry; Computer science","score_opus":0.3181758574647112,"score_gpt":0.5441549770242299,"score_spread":0.22597911955951866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402926645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98847115,0.008222782,0.00014262833,0.0006885175,0.0006897478,0.0015801969,0.00014211687,0.000009284378,0.00005359088],"genre_scores_gemma":[0.99779683,0.00016879167,0.001544459,0.00013058732,0.000038824932,0.000104344625,0.0001949145,0.000018421322,0.000002814732],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958239,0.0021041064,0.0010859757,0.00017218692,0.00040925323,0.00040455256],"domain_scores_gemma":[0.9990417,0.00018088677,0.00041742992,0.00015415206,0.000051114373,0.00015473845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006095107,0.00018045845,0.00036828453,0.0005420816,0.00043691805,0.00002292218,0.00018673339,0.00007737065,0.00013007301],"category_scores_gemma":[0.000007182719,0.00016854641,0.000035890247,0.00047839765,0.000053691023,0.0002866975,0.00008895421,0.00063340977,0.000001177114],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030281406,0.00057349,0.10885976,0.0016591457,0.00004726371,0.000008339955,0.16345058,0.0000012825296,0.000032394844,0.0007262654,0.000014603248,0.72432405],"study_design_scores_gemma":[0.004765328,0.0007979277,0.6935773,0.0032365466,0.00002938307,0.0002536573,0.29284358,0.0010476795,0.00084992935,0.0023342608,0.000038738086,0.00022571924],"about_ca_topic_score_codex":0.007411361,"about_ca_topic_score_gemma":0.027943399,"teacher_disagreement_score":0.7240983,"about_ca_system_score_codex":0.0012391154,"about_ca_system_score_gemma":0.00040013238,"threshold_uncertainty_score":0.9991984},"labels":[],"label_agreement":null},{"id":"W4402985539","doi":"10.1037/sah0000580","title":"Social and self-stigma in a Canadian sample of people with the lived experience of a substance use and/or mental disorder.","year":2024,"lang":"en","type":"article","venue":"Stigma and Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Substance use; Psychology; Psychiatry; Lived experience; Mental health; Sample (material); Social stigma; Clinical psychology; Psychotherapist; Medicine","score_opus":0.07258862794259045,"score_gpt":0.40012486731182606,"score_spread":0.3275362393692356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402985539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99117893,0.0051254868,0.000006246977,0.0029621015,0.000055885354,0.00049659715,0.00010236932,0.00000972409,0.00006263975],"genre_scores_gemma":[0.9985542,0.000982576,0.00009930768,0.00020228227,0.000016461909,0.000057291432,0.000010144933,0.0000081504895,0.00006955439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920875,0.000060202357,0.00017392257,0.00019950188,0.000077250676,0.00028035743],"domain_scores_gemma":[0.99959093,0.00013165124,0.000054088938,0.00007084903,0.00001002719,0.00014247376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015891323,0.00009258922,0.00019427444,0.00006838373,0.00024698244,0.000021318589,0.000044344884,0.00003526096,0.000049384813],"category_scores_gemma":[0.000002640717,0.000057961417,0.000009276435,0.00018596665,0.00012328003,0.00008076053,0.000010142887,0.00007708229,3.496274e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016485676,0.00008532549,0.75693196,0.00038843995,0.000018969418,0.000007931185,0.23179765,4.1493482e-8,0.000002508388,0.0028749418,0.00035030177,0.007377041],"study_design_scores_gemma":[0.0007431355,0.00037441726,0.9837865,0.00012161808,0.000007860757,0.000010817179,0.013471113,0.000067225184,0.0000038519884,0.00006945814,0.0012760176,0.0000679685],"about_ca_topic_score_codex":0.66585547,"about_ca_topic_score_gemma":0.89843804,"teacher_disagreement_score":0.23258252,"about_ca_system_score_codex":0.000055837718,"about_ca_system_score_gemma":0.00014883438,"threshold_uncertainty_score":0.3363696},"labels":[],"label_agreement":null},{"id":"W4403004383","doi":"10.1080/07317115.2024.2408762","title":"Mental Health Literacy Reduces the Impact of Internalized Stigma on Older Adults' Attitudes and Intentions to Seek Mental Health Services","year":2024,"lang":"en","type":"article","venue":"Clinical Gerontologist","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Movember Foundation","keywords":"Mental health; Mental health literacy; Stigma (botany); Psychology; Clinical psychology; Psychiatry; Literacy; Gerontology; Mental illness; Medicine","score_opus":0.07718232578752182,"score_gpt":0.5392253678297791,"score_spread":0.4620430420422573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403004383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643185,0.012507324,0.000018407927,0.018256335,0.0021611238,0.0014563773,0.00039701807,0.00009239455,0.00079252414],"genre_scores_gemma":[0.99473566,0.0008724245,0.00023450426,0.0027430165,0.00017664196,0.00009790518,0.00014383763,0.000022648539,0.00097338355],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99676067,0.0006969772,0.0011573767,0.00066056417,0.00022802239,0.000496416],"domain_scores_gemma":[0.9983122,0.0005808981,0.00031355972,0.00037354132,0.00003880667,0.0003809915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001103293,0.0002761326,0.0006021651,0.00010177401,0.00035406704,0.00012353514,0.00036289357,0.000102125814,0.000622014],"category_scores_gemma":[0.000024782328,0.00016149273,0.00028524103,0.00017772822,0.00032496479,0.00014592077,0.00015685853,0.00034636975,0.00011703019],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004629805,0.0038539912,0.12777855,0.0009776261,0.0008937799,0.000026205858,0.031188745,7.5059523e-7,0.000011230427,0.0017166563,0.05714639,0.77177626],"study_design_scores_gemma":[0.0029083234,0.0068397606,0.9784739,0.0038989468,0.000023900307,0.000050057577,0.004329473,0.00014879413,0.000015479534,0.00012339772,0.0029398336,0.00024810905],"about_ca_topic_score_codex":0.008459111,"about_ca_topic_score_gemma":0.0010168884,"teacher_disagreement_score":0.8506954,"about_ca_system_score_codex":0.00022810082,"about_ca_system_score_gemma":0.000093472234,"threshold_uncertainty_score":0.9981437},"labels":[],"label_agreement":null},{"id":"W4403030287","doi":"10.1007/978-3-031-48129-1_419","title":"Self-Stigma and Heroism","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stigma (botany); Psychology; Psychoanalysis; Sociology; Psychiatry","score_opus":0.03729378246262715,"score_gpt":0.3527322120527635,"score_spread":0.31543842959013635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403030287","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013658211,0.008775143,0.0000023720663,0.00046110188,0.0012991045,0.00037422392,0.000022447155,0.00022977,0.98869926],"genre_scores_gemma":[0.002352618,0.0005341037,0.00022317951,0.0004093677,0.00030118297,0.000025301968,0.000038390575,0.0000556708,0.9960602],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916565,0.000004553521,0.00018270615,0.0003800084,0.00009107174,0.00017599919],"domain_scores_gemma":[0.9996016,0.00003663486,0.000042908974,0.00020745049,0.000008318013,0.00010310203],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000043918913,0.00023135715,0.00021625815,0.000084536434,0.00006510572,0.00003239161,0.00007192572,0.000287883,0.013345147],"category_scores_gemma":[2.1237115e-7,0.00017823667,0.000053947322,0.000009504034,0.00003135862,0.000023764724,0.000060767554,0.0002166951,0.009015805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010588983,0.000018776476,0.000022254379,0.00020565672,0.00012976566,0.00017675303,0.0001918334,6.2311567e-10,6.595883e-8,0.91487175,0.027611265,0.056761265],"study_design_scores_gemma":[0.00026671842,0.00009670587,0.00007468448,0.00010792687,0.0001126412,0.000044674474,0.00002339642,0.0000025242634,9.987867e-7,0.06283376,0.93623537,0.00020062856],"about_ca_topic_score_codex":0.00006539053,"about_ca_topic_score_gemma":0.000025873524,"teacher_disagreement_score":0.90862405,"about_ca_system_score_codex":0.000040289222,"about_ca_system_score_gemma":0.0000071762593,"threshold_uncertainty_score":0.9917558},"labels":[],"label_agreement":null},{"id":"W4403094204","doi":"10.1371/journal.pmen.0000080","title":"Community perspectives on adolescent mental health stigma in American Samoa","year":2024,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Yale School of Public Health, Yale University; Canadian Institutes of Health Research; Whitney and Betty MacMillan Center for International and Area Studies; Yale University; National Institutes of Health; Philanthropic Educational Organization","keywords":"Stigma (botany); Mental health; American samoa; Psychology; Psychiatry; Sociology; Ethnology","score_opus":0.07264856441341654,"score_gpt":0.42986455343305974,"score_spread":0.3572159890196432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403094204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9359666,0.012067651,0.0000036777487,0.041838873,0.001585388,0.002524091,0.0005044712,0.0003077838,0.005201435],"genre_scores_gemma":[0.9897387,0.0013689778,0.000118561846,0.0068959356,0.00018143847,0.00020924931,0.00036814957,0.00007038287,0.0010486242],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9958008,0.001306983,0.00071423815,0.0006547035,0.00045601753,0.0010672496],"domain_scores_gemma":[0.99863404,0.0001262834,0.00019496723,0.0005143051,0.0000135704895,0.0005168571],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007079531,0.00039330675,0.0006004519,0.00038571536,0.0010648901,0.00006617899,0.00033375877,0.00006702543,0.00070570613],"category_scores_gemma":[0.0000061411442,0.00036253032,0.000115423616,0.00061011093,0.00022800239,0.00015169238,0.00011859271,0.0010955188,0.00084480527],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019383463,0.024049854,0.030058037,0.002682338,0.00032142655,0.00009891472,0.29621455,0.0000015975347,0.00007725475,0.010427981,0.13918236,0.49494734],"study_design_scores_gemma":[0.009311924,0.018525649,0.40099898,0.009194526,0.000033872147,0.00012712197,0.49191117,0.00064834714,0.00039768976,0.0005345754,0.06667693,0.0016392017],"about_ca_topic_score_codex":0.016822321,"about_ca_topic_score_gemma":0.002524149,"teacher_disagreement_score":0.49330813,"about_ca_system_score_codex":0.0034694602,"about_ca_system_score_gemma":0.00017576593,"threshold_uncertainty_score":0.9999331},"labels":[],"label_agreement":null},{"id":"W4403119211","doi":"10.1016/s2215-0366(24)00241-4","title":"The Lancet Psychiatry Commission on mental health in Ukraine","year":2024,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Hospital for Sick Children; Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; Centre for Addiction and Mental Health","funders":"World Health Organization","keywords":"Commission; Mental health; Psychiatry; MEDLINE; Medicine; Psychology; Political science; Law","score_opus":0.10833513455170275,"score_gpt":0.47605819113684816,"score_spread":0.3677230565851454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403119211","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027872398,0.825832,4.2047395e-7,0.11924007,0.022522328,0.0023102136,0.0004301958,0.00017433034,0.02946257],"genre_scores_gemma":[0.000024290564,0.9759328,0.00012025884,0.00618014,0.009897909,0.0005592081,0.00042812072,0.00014799318,0.0067093316],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947472,0.0012604629,0.0013102355,0.0008900406,0.00039861788,0.0013933969],"domain_scores_gemma":[0.9967716,0.00027832764,0.0006763527,0.0020595272,0.000010757202,0.00020346364],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019624261,0.00084886036,0.0024969704,0.00021400616,0.0009496032,0.00017041825,0.0018283696,0.00038210626,0.0003463422],"category_scores_gemma":[0.000008539556,0.00040240746,0.00052886596,0.00079620734,0.00014816687,0.000050490846,0.00021788174,0.0023250435,0.0025363194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016291121,0.0002641426,0.00013828193,0.004692494,0.0001709794,0.000004160506,0.00022538418,5.1348984e-8,1.8165076e-9,0.026666526,0.58248013,0.38519493],"study_design_scores_gemma":[0.0014184264,0.000312626,0.00032760145,0.018778272,0.00018113911,0.00007134769,0.00024311926,0.0000018945201,5.5971294e-9,0.0030464823,0.9752537,0.000365389],"about_ca_topic_score_codex":0.00022539869,"about_ca_topic_score_gemma":0.0010558467,"teacher_disagreement_score":0.39277354,"about_ca_system_score_codex":0.0003636616,"about_ca_system_score_gemma":0.00040808774,"threshold_uncertainty_score":0.99997663},"labels":[],"label_agreement":null},{"id":"W4403214393","doi":"10.1038/s44184-024-00092-9","title":"28-country global study on associations between cultural characteristics and Recovery College fidelity","year":2024,"lang":"en","type":"article","venue":"npj Mental Health Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; University of Toronto; Canadian Mental Health Association; University of Alberta","funders":"National Institute for Health and Care Research; NIHR Nottingham Biomedical Research Centre; World Health Organization","keywords":"Fidelity; Psychological intervention; Mental health; Individualism; Uncertainty avoidance; Psychology; Hofstede's cultural dimensions theory; Collectivism; Social psychology; Political science; Computer science; Psychiatry","score_opus":0.2512642645865018,"score_gpt":0.5686605818195152,"score_spread":0.31739631723301337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403214393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97162694,0.0012257302,0.0000011080169,0.0062970715,0.0012928653,0.0024727606,0.007893273,0.00009825618,0.009092022],"genre_scores_gemma":[0.99487364,0.00019034259,0.000019368668,0.00046805805,0.00048978644,0.00019270123,0.0008549356,0.000021258646,0.0028899051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959309,0.0010187036,0.0005829396,0.0006324277,0.00089559046,0.00093942526],"domain_scores_gemma":[0.99860394,0.00053609535,0.000082340346,0.00027653563,0.000083087216,0.00041798165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026939786,0.00019658514,0.00036421503,0.00015160805,0.0012237284,0.00018436387,0.00019738749,0.00013623037,0.00033931885],"category_scores_gemma":[0.00005157907,0.00016915314,0.000046384386,0.00071985606,0.00010630816,0.00019336281,0.0001480658,0.0006665108,0.00062884873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000676901,0.002664524,0.61262673,0.00051161606,0.00037615505,0.0001640662,0.006556675,4.228255e-8,0.0000052828923,0.00806423,0.19900858,0.1693452],"study_design_scores_gemma":[0.0009950524,0.0020348178,0.98046356,0.00015159417,0.000012449806,0.0000068047684,0.0054679234,0.000010872328,0.000002790214,0.00049478404,0.010221889,0.00013745656],"about_ca_topic_score_codex":0.0038111876,"about_ca_topic_score_gemma":0.0005824471,"teacher_disagreement_score":0.36783683,"about_ca_system_score_codex":0.0022915152,"about_ca_system_score_gemma":0.00020547168,"threshold_uncertainty_score":0.9412053},"labels":[],"label_agreement":null},{"id":"W4403296245","doi":"10.1007/s44202-024-00249-9","title":"A psychometric evaluation of the Opening Minds Scale for Workplace Attitudes (OMS-WA), a measure of public stigma towards mental illnesses in the workplace","year":2024,"lang":"en","type":"article","venue":"Discover Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Mental Health Commission of Canada; University of Calgary","funders":"Commission de la santé mentale du Canada","keywords":"Stigma (botany); Psychology; Scale (ratio); Measure (data warehouse); Applied psychology; Clinical psychology; Mental illness; Social psychology; Psychiatry; Mental health; Computer science; Geography","score_opus":0.14384267589023503,"score_gpt":0.46075797965077037,"score_spread":0.31691530376053534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403296245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96151847,0.009825597,0.00035555696,0.005257849,0.0045582247,0.0025930256,0.000120000645,0.000019467132,0.015751805],"genre_scores_gemma":[0.99740535,0.00005651093,0.00008277496,0.00039485336,0.00012359169,0.0010764212,0.0000468273,0.000031923697,0.0007817294],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99673456,0.00086800626,0.0006389931,0.00058561104,0.00069286436,0.0004799872],"domain_scores_gemma":[0.99852335,0.00038869423,0.00024547437,0.00067804387,0.000112948735,0.00005146228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034484316,0.0002537117,0.00038908984,0.00046136876,0.0001650854,0.00007668373,0.00082272344,0.00019731473,0.0007375136],"category_scores_gemma":[0.000108105785,0.00015131777,0.00021016525,0.0022342857,0.00024882084,0.0002645787,0.00007554631,0.00027088702,0.00002148422],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015590594,0.0030907171,0.4481704,0.0005633903,0.00054053165,0.000003938454,0.015931115,0.000038900165,0.00047645843,0.0054766643,0.030479448,0.4936694],"study_design_scores_gemma":[0.005738582,0.0005762251,0.97730076,0.00058783934,0.00030439056,0.000051382223,0.0038259674,0.00020617481,0.00037304798,0.0015659819,0.00915081,0.00031883764],"about_ca_topic_score_codex":0.00021884586,"about_ca_topic_score_gemma":0.0007337538,"teacher_disagreement_score":0.5291304,"about_ca_system_score_codex":0.0001292178,"about_ca_system_score_gemma":0.00013501864,"threshold_uncertainty_score":0.8075257},"labels":[],"label_agreement":null},{"id":"W4403389389","doi":"10.1186/s13034-024-00827-8","title":"Adolescent mental health services in West Africa: a comparative analysis of Burkina Faso, Ghana, and Niger","year":2024,"lang":"en","type":"article","venue":"Child and Adolescent Psychiatry and Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Medical Research Council; Foreign, Commonwealth and Development Office; University of Leeds; Department of Health and Social Care","keywords":"Mental health; Attendance; Context (archaeology); Medicine; Environmental health; Health care; Psychological intervention; Economic growth; Geography; Nursing; Psychiatry","score_opus":0.020350904994958858,"score_gpt":0.34577417569519886,"score_spread":0.32542327070024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403389389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7917468,0.1860533,0.000007486271,0.017387263,0.0013443428,0.0014880764,0.0005530824,0.000054664353,0.0013650038],"genre_scores_gemma":[0.98534876,0.00976569,0.00008111601,0.0041013886,0.00012596312,0.0000265709,0.00032738753,0.000019221163,0.00020392658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972529,0.00023758874,0.0007984694,0.00081707584,0.00023606699,0.00065791555],"domain_scores_gemma":[0.9989959,0.000023261278,0.0002471838,0.00021707614,0.00001125921,0.00050530507],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004029854,0.00039087588,0.000871203,0.0005475884,0.00049884664,0.00006889528,0.00011614733,0.000099529636,0.00008392418],"category_scores_gemma":[2.8696476e-7,0.00033161545,0.000110999456,0.00075093505,0.00016467262,0.00017617103,0.00009822561,0.00034864113,0.0000069273287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015100045,0.006944303,0.79929817,0.020529747,0.0014276393,0.00001428575,0.07211193,0.0000021956134,0.000018097715,0.011648167,0.015969895,0.070525594],"study_design_scores_gemma":[0.0031726582,0.0010593585,0.9428238,0.0076704226,0.00015271716,0.00004748448,0.03206391,0.00042743012,0.000009084925,0.000086274245,0.012069851,0.00041700833],"about_ca_topic_score_codex":0.0005639545,"about_ca_topic_score_gemma":0.0017001395,"teacher_disagreement_score":0.19360195,"about_ca_system_score_codex":0.00015292535,"about_ca_system_score_gemma":0.00007434386,"threshold_uncertainty_score":0.9999136},"labels":[],"label_agreement":null},{"id":"W4403450791","doi":"10.1016/j.euroneuro.2024.08.061","title":"EXPLORING MENTAL HEALTH STIGMA IN THE CONTEXT OF PSYCHIATRIC GENETICS: INSIGHTS FROM THE ISPG STIGMA REDUCTION SIG SURVEY","year":2024,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stigma (botany); Psychiatry; Mental health; Context (archaeology); Psychology; Psychiatric genetics; Mental illness; Clinical psychology; Biology; Schizophrenia (object-oriented programming)","score_opus":0.12131908413952758,"score_gpt":0.38311170288337604,"score_spread":0.26179261874384846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403450791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9559317,0.01820963,0.000006791476,0.005903169,0.01522408,0.0012639336,0.00020457125,0.00012762907,0.003128452],"genre_scores_gemma":[0.9905867,0.0035205677,0.000021436992,0.0044278456,0.00092646724,0.000101376594,0.00014852193,0.00010581575,0.00016126964],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9911334,0.0064470563,0.0008802257,0.00075398374,0.00028221996,0.0005031084],"domain_scores_gemma":[0.99830097,0.00075227086,0.0002518758,0.0005396999,0.000033259057,0.0001219121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010380516,0.00032684547,0.0003330078,0.0002327366,0.00035129962,0.0000648592,0.0008101552,0.000044226832,0.00035212436],"category_scores_gemma":[0.000013057701,0.00021143795,0.000113607835,0.00091966364,0.00020482209,0.00016152838,0.000098653225,0.0006774421,0.0004284408],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032275827,0.0025659888,0.017749134,0.00021592829,0.0005293535,0.0007452161,0.084704675,0.000033340653,0.013137259,0.0017531295,0.36644512,0.50889325],"study_design_scores_gemma":[0.0029667658,0.00087274355,0.9015419,0.00007201882,0.00005867605,0.000072993644,0.0031906564,0.000070075446,0.000085477535,0.00006330936,0.09073907,0.00026634807],"about_ca_topic_score_codex":0.0014729731,"about_ca_topic_score_gemma":0.00028477923,"teacher_disagreement_score":0.8837927,"about_ca_system_score_codex":0.00007690614,"about_ca_system_score_gemma":0.00004990052,"threshold_uncertainty_score":0.8622189},"labels":[],"label_agreement":null},{"id":"W4403491044","doi":"10.1017/gmh.2024.94.pr3","title":"Decision: Interventions for improving adherence to psychological treatments for common mental disorders: a systematic review — R0/PR3","year":2024,"lang":"en","type":"review","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychological intervention; Psychology; Psychotherapist; Clinical psychology; Psychiatry; Medicine","score_opus":0.28971064565491256,"score_gpt":0.5909222134195306,"score_spread":0.301211567764618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403491044","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000022217585,0.9442791,0.0014658001,0.0001584957,0.0033739714,0.0477232,0.0009445491,0.0001572729,0.0018953993],"genre_scores_gemma":[0.000010401316,0.89936805,0.0019682876,0.0004936447,0.00014518916,0.07769924,0.0009366011,0.00010550205,0.01927312],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9950558,0.0002792603,0.0024534785,0.0013084537,0.00023480535,0.0006681975],"domain_scores_gemma":[0.99713737,0.00091188354,0.0006523658,0.0009738595,0.0000446363,0.00027988423],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007237909,0.000844209,0.003904118,0.00027333226,0.00028699051,0.0001352779,0.0007909299,0.00034930158,0.002558126],"category_scores_gemma":[0.00010398961,0.00049828266,0.0028818708,0.00045338104,0.000032656993,0.000095010815,0.00019619107,0.0002251148,0.0026009975],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021861491,0.0005194457,1.9376927e-7,0.49657696,0.00041074425,0.0000030748297,0.000026620966,8.983004e-10,3.860705e-9,0.0002942783,0.015933266,0.48621356],"study_design_scores_gemma":[0.00084869826,0.003215174,5.0676914e-7,0.7706606,0.015201336,0.00005329845,0.000087643166,0.000002477345,3.326004e-8,0.00045646087,0.20898806,0.0004857102],"about_ca_topic_score_codex":0.000056462606,"about_ca_topic_score_gemma":0.00016449946,"teacher_disagreement_score":0.48572785,"about_ca_system_score_codex":0.00040282484,"about_ca_system_score_gemma":0.000027569218,"threshold_uncertainty_score":0.99974686},"labels":[],"label_agreement":null},{"id":"W4403491057","doi":"10.1017/gmh.2024.94","title":"Interventions for improving adherence to psychological treatments for common mental disorders: a systematic review","year":2024,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Psychological intervention; Psychotherapist; Psychology; Systematic review; Clinical psychology; Medicine; Psychiatry; MEDLINE","score_opus":0.16042669630212253,"score_gpt":0.5413726262524172,"score_spread":0.3809459299502947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403491057","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015880736,0.9122626,0.0003902762,0.0008781107,0.005691409,0.06660387,0.013339487,0.00023173344,0.0005866161],"genre_scores_gemma":[0.000051109306,0.9417885,0.000844778,0.0020378719,0.00023606213,0.04423387,0.0055013574,0.00013555934,0.005170874],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99246305,0.00065097515,0.0032143386,0.0018013297,0.00040054062,0.0014697617],"domain_scores_gemma":[0.9965339,0.00020141795,0.0013995909,0.0010058942,0.00004802641,0.0008112114],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010584019,0.0012501937,0.004853103,0.00020615791,0.000682023,0.00014622389,0.00096104806,0.00038334753,0.00010792388],"category_scores_gemma":[0.000049770482,0.0009217306,0.0025791808,0.00069718005,0.00007773429,0.00013622186,0.00032175565,0.0003500946,0.0013379705],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005523845,0.0008242353,0.0000013019,0.5269817,0.00034899873,0.000003411828,0.000056128534,1.7055963e-9,6.074821e-9,0.00064141076,0.056312542,0.41477504],"study_design_scores_gemma":[0.0019890931,0.007511933,0.0000072028856,0.8223612,0.0067941123,0.00017604421,0.00022035901,0.00000464339,5.4955354e-8,0.00008954369,0.1600153,0.0008305322],"about_ca_topic_score_codex":0.00037982396,"about_ca_topic_score_gemma":0.00012698812,"teacher_disagreement_score":0.4139445,"about_ca_system_score_codex":0.0036254744,"about_ca_system_score_gemma":0.00016247589,"threshold_uncertainty_score":0.9994396},"labels":[],"label_agreement":null},{"id":"W4403509920","doi":"10.1177/21501319241286313","title":"Patient Perceived Barriers and Enablers to Medication Adherence in the Treatment of Depression: A Qualitative Study","year":2024,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network","funders":"University Health Network Foundation","keywords":"Medicine; Depression (economics); Thematic analysis; Qualitative research; Antidepressant; Psychiatry; Social stigma; Social support; Management of depression; Family medicine; Primary care; Anxiety; Psychology; Psychotherapist","score_opus":0.07846487694101344,"score_gpt":0.45917377451179714,"score_spread":0.3807088975707837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403509920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859979,0.010349709,0.0000094741345,0.0010631317,0.00034867643,0.0009403426,0.000022013812,0.000005759375,0.0012629944],"genre_scores_gemma":[0.9985127,0.0005966317,0.00011962523,0.0006475744,0.000028735802,0.000059693673,0.000013919401,0.000007650625,0.000013479525],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952835,0.003519059,0.0006112989,0.000110871966,0.00030078588,0.00017452954],"domain_scores_gemma":[0.99834853,0.0008095947,0.00025789358,0.00030860837,0.0000791588,0.00019618284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013529053,0.00011946536,0.00034298445,0.00019298292,0.00025904799,0.000020852283,0.00021227456,0.000037108606,0.000059070822],"category_scores_gemma":[0.000023892222,0.00007190447,0.00005138464,0.00023143283,0.00005181489,0.00010126369,0.00003219907,0.00036275573,0.000002205002],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026587822,0.0008505229,0.008258446,0.00019363505,0.00004980837,0.000025789604,0.78005254,0.0000013305216,0.0000067363694,0.000016875094,0.00032541598,0.20995302],"study_design_scores_gemma":[0.0010203841,0.011075065,0.26322883,0.00038368,0.000027206106,0.000019476514,0.72339696,0.0000010266926,0.000004110017,0.00004731363,0.00075091055,0.000045040288],"about_ca_topic_score_codex":0.012914702,"about_ca_topic_score_gemma":0.0036625122,"teacher_disagreement_score":0.25497037,"about_ca_system_score_codex":0.001181063,"about_ca_system_score_gemma":0.00042360823,"threshold_uncertainty_score":0.99365836},"labels":[],"label_agreement":null},{"id":"W4403538679","doi":"10.1177/00207640241280620","title":"‘Impaired in life’: Analyzing people’s accounts of depression in Ethiopia – Implications for a cultural-eco social approach to global mental health","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"","keywords":"Mental health; Global mental health; Thematic analysis; Context (archaeology); Psychological intervention; Sociocultural evolution; Psychology; Depression (economics); Public health; Quality of life (healthcare); Psychiatry; Qualitative research; Sociology; Medicine; Social science; Psychotherapist; Geography; Nursing","score_opus":0.04544386521168798,"score_gpt":0.4538940191397967,"score_spread":0.40845015392810874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403538679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95199615,0.0015849682,0.00091693836,0.038481686,0.0046602814,0.0005813112,0.00044461852,0.00001452665,0.0013195478],"genre_scores_gemma":[0.9967473,0.000029485971,0.0011110643,0.0007842838,0.0011553915,0.000052936324,0.000064010695,0.000013541663,0.000041974767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982454,0.00009977022,0.0008868613,0.00022185851,0.00029023312,0.00025582928],"domain_scores_gemma":[0.9992533,0.000050858613,0.00039873435,0.000052977448,0.00014385195,0.00010033309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004853413,0.00013681715,0.00032540993,0.00030911784,0.00012671945,0.00005846906,0.00037336673,0.00012376359,0.000045471996],"category_scores_gemma":[0.000020194204,0.0001229602,0.00021176811,0.00043173312,0.000026085576,0.00024760232,0.000045804853,0.00022528459,0.000005704125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018514118,0.0023658248,0.8337547,0.00026222027,0.0005523573,0.0000031403001,0.034427665,0.000088806264,0.00005881133,0.03522101,0.04855068,0.042863343],"study_design_scores_gemma":[0.002134871,0.00010783949,0.98930717,0.00022479276,0.0000186203,0.000019868807,0.004645308,0.00009319342,0.0000013162637,0.0025736403,0.0007574058,0.00011597865],"about_ca_topic_score_codex":0.0004496001,"about_ca_topic_score_gemma":0.00074231153,"teacher_disagreement_score":0.15555243,"about_ca_system_score_codex":0.0006737456,"about_ca_system_score_gemma":0.00029650392,"threshold_uncertainty_score":0.50141716},"labels":[],"label_agreement":null},{"id":"W4403701562","doi":"10.70256/624482cgeyyk","title":"Provider Types and Perceived Mental Health Discrimination in Health Care Settings: Results of a Canadian Nationally Representative Sample","year":2023,"lang":"en","type":"article","venue":"Best practices in mental health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Sample (material); Psychology; Health care; Environmental health; Medicine; Psychiatry; Political science","score_opus":0.09964299915247946,"score_gpt":0.4779288896352881,"score_spread":0.3782858904828087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403701562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80900776,0.0054412265,0.0000011690813,0.17175408,0.00084894354,0.00470678,0.0027293963,0.00005647598,0.0054541384],"genre_scores_gemma":[0.98794204,0.0035358795,0.00138037,0.0027116213,0.000058220714,0.00020614806,0.0032854187,0.000034170647,0.0008461393],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99597216,0.0010490906,0.0011198028,0.000672827,0.00041025734,0.0007758857],"domain_scores_gemma":[0.9974137,0.0005151917,0.0013892521,0.0002429965,0.00005200278,0.00038687425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019586757,0.00022385649,0.00042930493,0.0011810735,0.00050175417,0.000039931747,0.00017097997,0.00008374108,0.00007689313],"category_scores_gemma":[0.00024624207,0.00022676561,0.00003206736,0.0011628063,0.000094830626,0.0005494587,0.0000777039,0.00030780482,0.00003371811],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019950161,0.0014921436,0.08111918,0.0031586245,0.00007773879,0.000039274546,0.72205186,0.00001765702,0.000016248026,0.002919135,0.034541603,0.15257151],"study_design_scores_gemma":[0.007984241,0.002844208,0.48772654,0.0015833175,0.000008045284,0.000035855937,0.45325327,0.00027805023,0.000016594697,0.00025161606,0.045630213,0.00038803296],"about_ca_topic_score_codex":0.8422,"about_ca_topic_score_gemma":0.8265675,"teacher_disagreement_score":0.40660736,"about_ca_system_score_codex":0.0019683454,"about_ca_system_score_gemma":0.0011124503,"threshold_uncertainty_score":0.9247233},"labels":[],"label_agreement":null},{"id":"W4403830338","doi":"10.1136/bmjment-2024-301226","title":"Development and validation of a prognostic model to predict relapse in adults with remitted depression in primary care: secondary analysis of pooled individual participant data from multiple studies","year":2024,"lang":"en","type":"article","venue":"BMJ Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Institute for Health Research Applied Research Collaboration West; Birmingham Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Depression (economics); Logistic regression; Medicine; Relapse prevention; Internal medicine; Bootstrapping (finance); Statistic; Primary care; Major depressive disorder; Clinical psychology; Oncology; Family medicine; Statistics","score_opus":0.13209226341375974,"score_gpt":0.4244166066145662,"score_spread":0.29232434320080647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403830338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98756754,0.008598496,0.000027825079,0.00016429707,0.000106926556,0.00222316,0.0012478353,0.000020443958,0.000043467713],"genre_scores_gemma":[0.9907285,0.000099576086,0.003592471,0.00009379555,0.000009383663,0.0003456729,0.005103853,0.000014674767,0.000012095237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778193,0.00018269164,0.00087595,0.0005613814,0.0003165298,0.0002814884],"domain_scores_gemma":[0.9991512,0.00018694693,0.00020016982,0.00032308217,0.00002371251,0.00011489134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006006809,0.00016276186,0.00055284845,0.00044715614,0.00005720529,0.000009007986,0.00015248285,0.000057389436,0.000013593988],"category_scores_gemma":[0.000020015996,0.00012841531,0.000018664494,0.0006865102,0.000037566355,0.00016084484,0.0002389121,0.00012831128,0.0000017411752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021106862,0.0005960817,0.83153135,0.0020042725,0.001026221,0.000021755437,0.11837888,0.00015828761,0.000046992667,0.0000066988823,0.0001600874,0.043958697],"study_design_scores_gemma":[0.0034704066,0.00034152338,0.9675367,0.0040483405,0.00041762186,0.0000014120584,0.01600018,0.007585828,0.00043433235,0.0000075918,0.00001012177,0.00014595088],"about_ca_topic_score_codex":0.0014813344,"about_ca_topic_score_gemma":0.0059985667,"teacher_disagreement_score":0.13600534,"about_ca_system_score_codex":0.00024142886,"about_ca_system_score_gemma":0.00027062747,"threshold_uncertainty_score":0.52366245},"labels":[],"label_agreement":null},{"id":"W4403864693","doi":"10.1371/journal.pmen.0000098","title":"The contribution of vulnerability to emotional contagion to the expression of psychological distress in older adults","year":2024,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Psychological distress; Vulnerability (computing); Distress; Psychology; Expression (computer science); Emotional distress; Clinical psychology; Developmental psychology; Psychotherapist; Anxiety; Psychiatry; Mental health; Computer science; Computer security","score_opus":0.03644922702460933,"score_gpt":0.41495828521206063,"score_spread":0.3785090581874513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403864693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97924453,0.0017621644,0.000063058804,0.01485133,0.0010509627,0.0025032882,0.0002524902,0.000024119006,0.00024804048],"genre_scores_gemma":[0.99862105,0.000054043878,0.000035022345,0.0005919661,0.00007834849,0.00036428613,0.00012385237,0.000009162381,0.00012227838],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997919,0.00043009868,0.0006275993,0.00035987826,0.0003141269,0.0003492664],"domain_scores_gemma":[0.99907637,0.0003300491,0.000107480395,0.00030261374,0.000038536597,0.00014494557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064833654,0.00013222029,0.00023519662,0.0000613252,0.00023088662,0.000014526778,0.00022564277,0.00007053678,0.00025192517],"category_scores_gemma":[0.000028113722,0.00007123787,0.0000761835,0.00024529628,0.00007212547,0.00005141736,0.00007240105,0.00018625299,0.000070372975],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018653722,0.017428976,0.11362212,0.0017736603,0.00016334066,0.00003203188,0.04916887,0.00002108849,0.0054815,0.032436296,0.06122627,0.6999921],"study_design_scores_gemma":[0.0033627471,0.0023306687,0.97534925,0.0033184045,0.000011566784,0.000012243313,0.0038622178,0.00011679222,0.0077971295,0.0007429624,0.0028788254,0.00021719112],"about_ca_topic_score_codex":0.00051760813,"about_ca_topic_score_gemma":0.000502632,"teacher_disagreement_score":0.8617271,"about_ca_system_score_codex":0.00023205433,"about_ca_system_score_gemma":0.00001593868,"threshold_uncertainty_score":0.2904996},"labels":[],"label_agreement":null},{"id":"W4404018373","doi":"10.1177/07067437241295301","title":"Psychosis and Gender: A Focus on Women in the Global South","year":2024,"lang":"en","type":"editorial","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute for Health and Care Research; Government of the United Kingdom; Canada Research Chairs; Department of Health and Social Care; Wellcome Trust","keywords":"Psychosis; Focus (optics); Psychology; Psychiatry; Medicine","score_opus":0.02232512601046772,"score_gpt":0.3365976336084893,"score_spread":0.3142725075980216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404018373","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030328726,0.015288661,3.9658983e-7,0.018265478,0.91442037,0.00040267885,0.0005126854,0.000006429484,0.020774554],"genre_scores_gemma":[0.34907344,0.00012649511,0.00003535157,0.0016616437,0.64803714,0.00007185721,0.000015607457,0.000060351053,0.0009181299],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974738,0.00038461474,0.000587937,0.00029165804,0.0005044874,0.0007575488],"domain_scores_gemma":[0.99839,0.00022259336,0.00037727942,0.0004299915,0.000048012153,0.0005321148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015501949,0.00032689003,0.00040638936,0.000293866,0.00033792813,0.00025055438,0.0009113097,0.000486994,0.00036109582],"category_scores_gemma":[0.00003716396,0.00017917542,0.00015767003,0.0003745176,0.00013588373,0.000044690583,0.000014955641,0.001719525,0.00014726537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018236444,0.000048396625,0.0066818595,0.00007619924,0.00022010655,0.00016622001,0.00888734,3.0658248e-7,2.3802154e-9,0.008154548,0.97305125,0.002531406],"study_design_scores_gemma":[0.0022764688,0.0011593471,0.014052723,0.00057770405,0.0003247182,0.00022090321,0.008511343,5.502873e-7,3.0853204e-8,0.2852294,0.68725383,0.00039298573],"about_ca_topic_score_codex":0.022610057,"about_ca_topic_score_gemma":0.391278,"teacher_disagreement_score":0.36866796,"about_ca_system_score_codex":0.00087645306,"about_ca_system_score_gemma":0.0018026587,"threshold_uncertainty_score":0.98389846},"labels":[],"label_agreement":null},{"id":"W4404068099","doi":"10.31550/1727-2378-2024-23-7-63-70","title":"Scientific Justification of Measures to Improve Psychosocial Treatment and Rehabilitation Interventions for Patients with Paranoid Schizophrenia","year":2024,"lang":"en","type":"article","venue":"Doctor Ru","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Schizophrenia (object-oriented programming); Psychological intervention; Rehabilitation; Paranoid schizophrenia; Psychotherapist; Psychology; Psychiatry; Clinical psychology; Medicine; Physical therapy; Psychosis","score_opus":0.03835426451158615,"score_gpt":0.3973765007741263,"score_spread":0.35902223626254015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404068099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99453163,0.00048356486,0.00039850894,0.00052775996,0.0016075926,0.0019021069,0.0003387567,0.000040273964,0.00016980736],"genre_scores_gemma":[0.99591106,0.0000031822906,0.0012280399,0.00000849491,0.000071727976,0.0009406874,0.0001713833,0.000014714535,0.00165071],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99907726,0.000041736752,0.00025922395,0.0003638224,0.0001086283,0.000149336],"domain_scores_gemma":[0.9994591,0.00012800477,0.00006305855,0.00017825802,0.00010235331,0.00006926594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001477887,0.00010779394,0.00013969814,0.00017165951,0.000163005,0.000084112806,0.00005590713,0.00004106386,0.00007379513],"category_scores_gemma":[0.000023145103,0.00008030512,0.00008104658,0.00020429131,0.0000777047,0.000113869486,0.00000775055,0.000026455951,0.000034784785],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004499663,0.0038922883,0.034486987,0.0019364164,0.00043316296,9.623316e-7,0.015687238,0.0000019597794,0.0018706442,0.039771125,0.008117999,0.88930154],"study_design_scores_gemma":[0.013836633,0.019373212,0.90592325,0.001716165,0.000826622,0.0000012893717,0.0012710405,0.000078709316,0.0021783384,0.004038674,0.050066046,0.0006900081],"about_ca_topic_score_codex":0.00007475313,"about_ca_topic_score_gemma":0.000118735916,"teacher_disagreement_score":0.88861156,"about_ca_system_score_codex":0.000094712064,"about_ca_system_score_gemma":0.000018973109,"threshold_uncertainty_score":0.3274748},"labels":[],"label_agreement":null},{"id":"W4404083835","doi":"10.1007/s40737-024-00439-7","title":"‘Minds@Work’ Intervention for Job Tenure of Workers Living with Severe Mental Illness: A Feasibility and Acceptability Pilot Case Series","year":2024,"lang":"en","type":"article","venue":"Journal of Psychosocial Rehabilitation and Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Institut Universitaire en Santé Mentale de Québec; Douglas College; Université du Québec à Montréal","funders":"","keywords":"Mental illness; Intervention (counseling); Work (physics); Psychology; Supported employment; Mental health; Nursing; Psychiatry; Medicine; Engineering","score_opus":0.03175998590621932,"score_gpt":0.407424713600981,"score_spread":0.37566472769476167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404083835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859824,0.0045976858,0.000095809795,0.0059649847,0.0014787709,0.001575481,0.0001304591,0.000017987253,0.00015639116],"genre_scores_gemma":[0.99711704,0.00017022173,0.0022084557,0.00008450225,0.00013845458,0.000059883674,0.000010611302,0.00002103306,0.00018978125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979549,0.00034473138,0.0008742759,0.00032197815,0.00024004707,0.0002640408],"domain_scores_gemma":[0.99857223,0.0005074777,0.0004689109,0.00011513423,0.00011083802,0.00022539048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016302253,0.00019152528,0.00041290134,0.00015827989,0.00036533986,0.00005754121,0.000057371042,0.00007989296,0.00020245247],"category_scores_gemma":[0.000058546906,0.00014890972,0.0001448032,0.0002504305,0.00025232515,0.0004846867,0.000023905324,0.00020606241,8.3387096e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008430941,0.001876491,0.5059175,0.004050395,0.00027534788,0.000024962079,0.07941059,3.4860892e-7,0.000020695974,0.001141123,0.00585095,0.39300066],"study_design_scores_gemma":[0.007538269,0.024718715,0.7861127,0.0031213572,0.000114784605,0.0024817323,0.16986138,0.00001130729,0.000008621843,0.0020116947,0.0036610877,0.00035831577],"about_ca_topic_score_codex":0.00028257756,"about_ca_topic_score_gemma":0.0006915024,"teacher_disagreement_score":0.39264235,"about_ca_system_score_codex":0.00040615854,"about_ca_system_score_gemma":0.000094687675,"threshold_uncertainty_score":0.6072362},"labels":[],"label_agreement":null},{"id":"W4404084677","doi":"10.1177/07067437241295640","title":"Access to University Mental Health Services: Understanding the Student Experience: L’accès aux services universitaires de santé mentale : comprendre l’expérience des étudiants","year":2024,"lang":"en","type":"editorial","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary; Brock University; Queen's University","funders":"Canadian Institutes of Health Research; Mach-Gaensslen Foundation of Canada; University of Calgary","keywords":"Mental health; Mental health literacy; Anxiety; Psychology; Stigma (botany); Medical education; Medicine; Psychiatry; Mental illness","score_opus":0.033177455871879674,"score_gpt":0.36695131173920076,"score_spread":0.3337738558673211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404084677","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21245214,0.013078765,0.000020024949,0.020150796,0.74867857,0.0012579602,0.0011007447,0.00003838675,0.0032226022],"genre_scores_gemma":[0.89229363,0.0006667375,0.00011630447,0.0015755047,0.10429183,0.000008438332,0.00008249277,0.00008058588,0.0008844817],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9969028,0.00036837053,0.0005536846,0.000443306,0.0007609644,0.00097087893],"domain_scores_gemma":[0.997516,0.00015024976,0.0006638989,0.00048443838,0.000120148594,0.0010653086],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00068961584,0.00043692373,0.0005063579,0.00045151537,0.0033377982,0.0005989012,0.0035399399,0.00027247227,0.0004411941],"category_scores_gemma":[0.0000025363108,0.00030567887,0.00021787695,0.00073886936,0.00036527336,0.0006200604,0.00026914265,0.0010307943,0.000052640225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003059478,0.00011584516,0.028688686,0.00051256065,0.00056300254,0.00026965683,0.1303952,0.000017416018,2.9763768e-7,0.0017020041,0.836686,0.0007433695],"study_design_scores_gemma":[0.0017679563,0.0007154588,0.01696425,0.003796433,0.00033505226,0.000171697,0.7321381,0.000010602924,0.0000014912453,0.003666343,0.23988692,0.0005457085],"about_ca_topic_score_codex":0.09463327,"about_ca_topic_score_gemma":0.7883475,"teacher_disagreement_score":0.6937142,"about_ca_system_score_codex":0.005309136,"about_ca_system_score_gemma":0.004548631,"threshold_uncertainty_score":0.99993956},"labels":[],"label_agreement":null},{"id":"W4404136515","doi":"10.1136/gpsych-2024-101675","title":"Mental illness segregation and truncated autonomy within medical assistance in dying legislative frameworks in Colombia and Canada","year":2024,"lang":"en","type":"article","venue":"General Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; University Health Network","funders":"","keywords":"Autonomy; Legislature; Mental illness; Personal autonomy; Political science; Public administration; Medicine; Gerontology; Mental health; Psychiatry; Law","score_opus":0.010081268979281735,"score_gpt":0.314989358919951,"score_spread":0.30490808994066926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404136515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837052,0.0044311923,0.000018569142,0.005269568,0.0040636812,0.00037164133,0.000019389045,0.000028765753,0.0020919798],"genre_scores_gemma":[0.997397,0.0000333921,0.0004661905,0.0010098038,0.00012246495,0.0000839339,0.000054569697,0.000016156744,0.0008164605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866897,0.00011706195,0.00034120266,0.00040942064,0.00018904817,0.00027429376],"domain_scores_gemma":[0.9996635,0.000055646746,0.000054921224,0.00009678518,0.000007165286,0.00012201063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025234924,0.00015831683,0.00019108456,0.000104935134,0.000105824955,0.00005740165,0.00007479169,0.00024876566,0.00021240278],"category_scores_gemma":[0.000005524541,0.00014492913,0.000012462744,0.00024229405,0.00006373175,0.00013057646,0.000030704407,0.00051627186,0.0000030710441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031364153,0.00021938556,0.8853753,0.00023530854,0.00009632951,0.00022259215,0.013405118,0.000019099436,0.0000205815,0.017954132,0.011520485,0.07061799],"study_design_scores_gemma":[0.005150467,0.00019943956,0.95128775,0.0012697987,0.00003477763,0.00009571342,0.0047436217,0.024607167,0.00003853816,0.0054273717,0.006377622,0.0007677197],"about_ca_topic_score_codex":0.3137449,"about_ca_topic_score_gemma":0.8281298,"teacher_disagreement_score":0.5143849,"about_ca_system_score_codex":0.00029944174,"about_ca_system_score_gemma":0.00043851216,"threshold_uncertainty_score":0.6908249},"labels":[],"label_agreement":null},{"id":"W4404140420","doi":"10.1002/brb3.70126","title":"Identification of Mood Disorders in Self‐Reported Versus Health Administrative Data","year":2024,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec en Abitibi-Témiscamingue; Centre hospitalier de l'Université Laval; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Identification (biology); Mood; Mood disorders; Health data; Psychology; Medicine; Psychiatry; Health care; Anxiety; Political science; Biology","score_opus":0.14827866907241544,"score_gpt":0.49553877867767593,"score_spread":0.3472601096052605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404140420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948275,0.00069819955,0.000010540455,0.0017056217,0.0006953685,0.00059670774,0.00017332741,0.000043377997,0.0012493625],"genre_scores_gemma":[0.9988664,0.0000648486,0.000041371855,0.00002085108,0.000020588968,0.000091957154,0.00031304895,0.0000082860215,0.00057267625],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990835,0.00006540358,0.00033151524,0.0003020277,0.00008087148,0.0001366662],"domain_scores_gemma":[0.99949694,0.00008993152,0.00008230137,0.00027389938,0.0000059602316,0.000050990602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002811409,0.000075088305,0.00011343008,0.000078549136,0.000042267115,0.000021833126,0.00010192313,0.000043880384,0.00013795077],"category_scores_gemma":[0.000008525055,0.00006794997,0.000014166333,0.00016397251,0.000034526503,0.0001149361,0.00003372574,0.00007199139,0.000015100857],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005473429,0.0055152006,0.17314307,0.00078467093,0.00022899738,0.000075890246,0.014473232,1.12741716e-7,0.0008051999,0.008461437,0.006778708,0.7891861],"study_design_scores_gemma":[0.0016352388,0.0004406781,0.9945452,0.000059576738,0.000082038525,0.000009406929,0.0018745911,0.00006923933,0.00011360555,0.00007746122,0.0009832812,0.00010966112],"about_ca_topic_score_codex":0.0004908835,"about_ca_topic_score_gemma":0.0024283233,"teacher_disagreement_score":0.82140213,"about_ca_system_score_codex":0.00003093872,"about_ca_system_score_gemma":0.000045619054,"threshold_uncertainty_score":0.27709195},"labels":[],"label_agreement":null},{"id":"W4404192552","doi":"10.1016/b978-0-443-23565-8.00014-4","title":"Multiple Pathways Linked to Mental Health and Illness","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Mental illness; Mental health; Psychology; Psychiatry; Medicine","score_opus":0.038895090051938426,"score_gpt":0.33013986675071,"score_spread":0.2912447766987716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404192552","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021727004,0.012151892,5.6902195e-7,0.0008881667,0.0032031743,0.0024892227,0.0004948726,0.0001718311,0.9784276],"genre_scores_gemma":[0.013123789,0.00020866154,0.000095653726,0.0032057771,0.0005124521,0.00026699726,0.0002617783,0.00015637054,0.9821685],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977183,0.00003696961,0.00057808,0.00086035335,0.00025983487,0.00054647727],"domain_scores_gemma":[0.9986347,0.00006461119,0.00017428333,0.00048890297,0.000023964638,0.0006135695],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002051411,0.0005410175,0.0006666194,0.00023476419,0.00033538823,0.00007009312,0.00021627141,0.00032398407,0.00077258085],"category_scores_gemma":[0.0000028415236,0.00047496747,0.00014635082,0.000018409974,0.00008521504,0.000028349865,0.00022810744,0.00047045306,0.0026119342],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009675529,0.00002648613,0.000022234803,0.00034154885,0.00013803851,0.000076166674,0.0065516196,9.603035e-9,0.0000036970546,0.019817784,0.0025100957,0.9704156],"study_design_scores_gemma":[0.000730425,0.00040312234,0.000059851965,0.0008905929,0.0000397415,0.00003888582,0.00023252306,0.0000016821743,0.0000027325805,0.0045071132,0.9926313,0.00046202866],"about_ca_topic_score_codex":0.000015305264,"about_ca_topic_score_gemma":0.00013546964,"teacher_disagreement_score":0.9901212,"about_ca_system_score_codex":0.00023695198,"about_ca_system_score_gemma":0.000070715585,"threshold_uncertainty_score":0.9997702},"labels":[],"label_agreement":null},{"id":"W4404199396","doi":"10.1177/00207640241296055","title":"Testing the associations between poverty stigma and mental health: The role of received stigma and perceived structural stigma","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mental Health Foundation","keywords":"Stigma (botany); Poverty; Psychology; Mental health; Social stigma; Clinical psychology; Social psychology; Psychiatry; Medicine; Human immunodeficiency virus (HIV); Political science","score_opus":0.034636990583422435,"score_gpt":0.38237926186486804,"score_spread":0.3477422712814456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404199396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95137787,0.00623967,0.00000707213,0.037526734,0.0030724334,0.00023425826,0.00038575343,0.000014342971,0.0011418508],"genre_scores_gemma":[0.9970179,0.00008565858,0.0002961135,0.00064884784,0.0018073906,0.0000041705,0.000029753224,0.000016075166,0.00009405524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833477,0.00020836892,0.0006323822,0.00016277697,0.00046251705,0.000199194],"domain_scores_gemma":[0.9986886,0.00044255675,0.00056064915,0.00006514168,0.00016086869,0.000082179744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005183609,0.0001453423,0.00024545813,0.000102792204,0.0006584413,0.00012884845,0.0003198204,0.000080187485,0.00013155941],"category_scores_gemma":[0.000036602913,0.00008835392,0.00010683569,0.00013995389,0.00015943788,0.00019712708,0.00006607469,0.0003976974,0.0000036847384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020874753,0.00011677099,0.64972854,0.000047680125,0.0015335055,0.000005520458,0.02314951,0.000001883008,0.0002041968,0.010155679,0.012211234,0.30263674],"study_design_scores_gemma":[0.00077742053,0.00014655766,0.9813026,0.0001389247,0.00006399842,0.000054172335,0.006185698,0.00004829019,0.0000055182722,0.009274479,0.0019196523,0.00008267015],"about_ca_topic_score_codex":0.0005408144,"about_ca_topic_score_gemma":0.00009599963,"teacher_disagreement_score":0.33157408,"about_ca_system_score_codex":0.00014951585,"about_ca_system_score_gemma":0.0001426005,"threshold_uncertainty_score":0.50642645},"labels":[],"label_agreement":null},{"id":"W4404274554","doi":"10.1016/j.euroneuro.2024.10.009","title":"Excess mortality and life-years lost in people diagnosed with depression: A 20-year population-based cohort study of 126,573 depressed individuals followed for 1,139,073 persons-years","year":2024,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"University of Hong Kong; State Key Laboratory of Brain and Cognitive Sciences, University of Hong Kong","keywords":"Depression (economics); Demography; Cohort; Gerontology; Excess mortality; Medicine; Late life depression; Population; Psychology; Cohort study; Psychiatry; Pediatrics; Internal medicine; Sociology","score_opus":0.03239128186915098,"score_gpt":0.3701803568411392,"score_spread":0.33778907497198823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404274554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99223644,0.0006006503,0.000015907965,0.00011443447,0.0015230681,0.0041678906,0.00017022526,0.00018292332,0.0009884685],"genre_scores_gemma":[0.998051,0.000024318586,0.00006727142,0.00058291334,0.00019784032,0.00055857695,0.0001232109,0.00017678586,0.00021806984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99572754,0.0013996977,0.00076884654,0.0011843814,0.00034741824,0.0005721002],"domain_scores_gemma":[0.9980785,0.0008395035,0.0002719717,0.00048740656,0.00004523942,0.00027737083],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00074306934,0.00039077393,0.000653374,0.0004557865,0.00011392928,0.000074507785,0.0003975053,0.000099763565,0.0005101466],"category_scores_gemma":[0.000045191864,0.0003635639,0.00009675574,0.00068369013,0.000096276424,0.00016307307,0.00009805916,0.0003918559,0.000045267785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013797478,0.0018268527,0.9882121,0.00017699951,0.00034052084,0.0011861145,0.002677771,0.00010496363,0.00032934116,0.000015637495,0.0020190384,0.0017308968],"study_design_scores_gemma":[0.012456115,0.0012151966,0.98446405,0.00008496095,0.0003594758,0.000011096795,0.0005541318,0.00017479142,0.000007404892,0.000006875578,0.00035431536,0.00031160814],"about_ca_topic_score_codex":0.0010839242,"about_ca_topic_score_gemma":0.0006393652,"teacher_disagreement_score":0.011076368,"about_ca_system_score_codex":0.00005093365,"about_ca_system_score_gemma":0.000048562786,"threshold_uncertainty_score":0.9998816},"labels":[],"label_agreement":null},{"id":"W4404320091","doi":"10.3390/healthcare12222265","title":"Validation of the Mental Illness: Clinicians’ Attitudes Scale: The Factor Structure and Psychometric Properties of the Brazilian Version","year":2024,"lang":"en","type":"article","venue":"Healthcare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Universidade de São Paulo; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Scale (ratio); Mental illness; Psychology; Psychometrics; Confirmatory factor analysis; Clinical psychology; Psychometric testing; Psychiatry; Mental health; Structural equation modeling; Cronbach's alpha; Computer science","score_opus":0.057043233092442,"score_gpt":0.38833913010095517,"score_spread":0.33129589700851314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404320091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97845876,0.008945116,2.9607193e-7,0.008651794,0.0026519168,0.0009137444,0.0002378414,0.000016525613,0.00012397797],"genre_scores_gemma":[0.99895555,0.00020697666,0.000003622021,0.00035837982,0.00008285203,0.000020724678,0.000009730863,0.000013024695,0.00034914873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875045,0.00028165872,0.0003127755,0.00021833654,0.00026651748,0.00017027634],"domain_scores_gemma":[0.99935335,0.000073295574,0.00013754846,0.00035403733,0.000043472184,0.00003832482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015261663,0.00011723061,0.00015254247,0.0000685472,0.00036372666,0.000023019411,0.00026147935,0.00010151289,0.00020127038],"category_scores_gemma":[0.00001323447,0.000048115227,0.00007542076,0.0005639275,0.00017943898,0.000076817836,0.00007782144,0.00021223414,0.0000066928924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001479846,0.000101632555,0.875598,0.0016815546,0.00007195292,4.21305e-7,0.012163054,5.9121646e-7,0.0012145407,0.00052903994,0.001528469,0.106962755],"study_design_scores_gemma":[0.00039304464,0.00013760141,0.98077524,0.0006272447,0.000032552274,0.000007831363,0.002742609,0.000011077397,0.013032829,0.00016492714,0.0019935493,0.00008147665],"about_ca_topic_score_codex":0.0007529042,"about_ca_topic_score_gemma":0.00026944347,"teacher_disagreement_score":0.10688128,"about_ca_system_score_codex":0.00005759872,"about_ca_system_score_gemma":0.00004298307,"threshold_uncertainty_score":0.27975282},"labels":[],"label_agreement":null},{"id":"W4404379570","doi":"10.1007/978-3-031-73454-0_2","title":"Rolling Stigma: COVID-19’s Lasting Legacy","year":2024,"lang":"en","type":"book-chapter","venue":"Global perspectives on health geography","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Stigma (botany); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Psychology; Medicine; Psychiatry; Infectious disease (medical specialty); Internal medicine; Outbreak","score_opus":0.05130378346601739,"score_gpt":0.4034902039086043,"score_spread":0.3521864204425869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404379570","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057604985,0.10434602,0.000065661196,0.0090353545,0.0037036226,0.0020799362,0.0014157951,0.0007846471,0.8779929],"genre_scores_gemma":[0.3676757,0.021965032,0.0013850817,0.050256725,0.010070596,0.00115168,0.0018436166,0.0009779164,0.5446737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948739,0.00012360729,0.000954876,0.0020364407,0.0006985896,0.0013126193],"domain_scores_gemma":[0.99685293,0.00028222735,0.0006175048,0.0008050913,0.00010365757,0.0013386101],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005424717,0.0009940921,0.0010562865,0.0007674484,0.001090215,0.0002210434,0.00048958417,0.00058478606,0.003043833],"category_scores_gemma":[0.000034495668,0.00094107067,0.0007296876,0.00038217963,0.00033296624,0.000149033,0.00014202771,0.0012004257,0.0027400898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005239891,0.00031608526,0.0007234072,0.00094048557,0.0007429876,0.00039727028,0.00274078,0.000017204138,3.065479e-8,0.94141155,0.026676124,0.025510075],"study_design_scores_gemma":[0.0031284222,0.0028966726,0.002958119,0.0020928811,0.00034173895,0.00014800613,0.013193576,0.000016361992,1.941399e-7,0.21021031,0.76320803,0.0018056848],"about_ca_topic_score_codex":0.0043209544,"about_ca_topic_score_gemma":0.0004065764,"teacher_disagreement_score":0.7365319,"about_ca_system_score_codex":0.002166566,"about_ca_system_score_gemma":0.00039949606,"threshold_uncertainty_score":0.999304},"labels":[],"label_agreement":null},{"id":"W4404514335","doi":"10.1016/s2215-0366(24)00317-1","title":"Service coverage for major depressive disorder: estimated rates of minimally adequate treatment for 204 countries and territories in 2021","year":2024,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Queensland Government; Queensland Health; Tasmanian Department of Health; World Health Organization; Bill and Melinda Gates Foundation","keywords":"Service (business); MEDLINE; Major depressive disorder; Medicine; Psychiatry; Business; Political science; Marketing","score_opus":0.039300210953643014,"score_gpt":0.3863594359024175,"score_spread":0.3470592249487745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404514335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9409654,0.03806017,0.00011627234,0.0149739375,0.0023610247,0.0017767843,0.0013449122,0.000038731097,0.00036273172],"genre_scores_gemma":[0.9938198,0.00073650904,0.00095081044,0.0006020918,0.00081388955,0.0018496404,0.0002594459,0.000039130733,0.00092867936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989301,0.000052272408,0.00030010857,0.00030837912,0.00006994614,0.00033918954],"domain_scores_gemma":[0.9991295,0.00045274626,0.00009867013,0.0002485997,0.000033027314,0.00003745741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014963656,0.00019826069,0.000365802,0.00005483336,0.000148356,0.00006156607,0.0001544774,0.00008230457,0.00012002954],"category_scores_gemma":[0.0000053177455,0.00012815294,0.000056442062,0.00013700627,0.00005847094,0.000099219775,0.000023176595,0.000062704145,0.0000121054245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014167132,0.0014906876,0.76568717,0.006048172,0.0016367859,0.000024774357,0.019576985,0.000038110342,0.00009426837,0.075384334,0.0316302,0.08422139],"study_design_scores_gemma":[0.062159844,0.006937338,0.6889688,0.0040528607,0.0018022034,0.00006614992,0.012560612,0.0039194697,0.0024003205,0.08774259,0.12763987,0.0017499516],"about_ca_topic_score_codex":0.0015150935,"about_ca_topic_score_gemma":0.004351314,"teacher_disagreement_score":0.09600968,"about_ca_system_score_codex":0.000037572874,"about_ca_system_score_gemma":0.000054805056,"threshold_uncertainty_score":0.52259254},"labels":[],"label_agreement":null},{"id":"W4404587502","doi":"10.1108/978-1-80382-441-320241005","title":"Perceptions and Beliefs About Mental Illness in Black Communities and How They Influence Help-seeking and Coping","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Coping (psychology); Perception; Mental illness; Psychology; Help-seeking; Clinical psychology; Mental health; Social psychology; Psychotherapist","score_opus":0.038127690957860186,"score_gpt":0.3387134583181029,"score_spread":0.30058576736024273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404587502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70979166,0.007114063,0.0000031294471,0.0010574945,0.00028422044,0.0007208269,0.000115632596,0.00006315956,0.28084984],"genre_scores_gemma":[0.7817605,0.0053388923,0.00002014386,0.00039473316,0.0000628455,0.00004098689,0.000073895804,0.000038713337,0.2122693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990094,0.00003974204,0.00022423742,0.0003339635,0.00011429818,0.0002783981],"domain_scores_gemma":[0.999426,0.00016966717,0.00007532115,0.00021152233,0.00001632266,0.000101147874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012387044,0.00032916607,0.00035193507,0.00022734409,0.00032454293,0.00019523714,0.000102935875,0.0002457362,0.00058495824],"category_scores_gemma":[0.0000014615564,0.0002855818,0.000028090319,0.000020287967,0.00038919793,0.00017012702,0.00025664284,0.00042019432,0.000036768328],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017374703,0.00015738909,0.1086959,0.0038245239,0.000514968,0.00021895724,0.24923113,0.0000013082079,0.00009572187,0.5628675,0.0017242121,0.07249462],"study_design_scores_gemma":[0.008508342,0.0014790539,0.59916425,0.020968491,0.0006211987,0.0008642792,0.19606873,0.00037591677,0.000021553473,0.06328325,0.103831396,0.0048135263],"about_ca_topic_score_codex":0.0020134223,"about_ca_topic_score_gemma":0.0050317673,"teacher_disagreement_score":0.49958426,"about_ca_system_score_codex":0.00007418229,"about_ca_system_score_gemma":0.0000097593,"threshold_uncertainty_score":0.99995965},"labels":[],"label_agreement":null},{"id":"W4404676020","doi":"10.7202/1114710ar","title":"\"Shared and Collective Stress\"","year":2024,"lang":"en","type":"article","venue":"Atlantis Critical Studies in Gender Culture & Social Justice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service provider; Mental health; Context (archaeology); Focus group; Service (business); Burnout; Mental distress; Service delivery framework; Public relations; Nursing; Health care; Psychology; Business; Medicine; Political science; Psychiatry; Marketing","score_opus":0.12046095463034173,"score_gpt":0.4755551032372011,"score_spread":0.3550941486068594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404676020","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1600458,0.28892553,0.00023394245,0.008214022,0.018917628,0.0017961145,0.0006370461,0.00055485923,0.52067506],"genre_scores_gemma":[0.9937929,0.0007714758,0.000120460725,0.0006895696,0.0008023842,0.00015792235,0.000024044499,0.000019404046,0.0036218297],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984782,0.00015594457,0.00025019766,0.00048099176,0.00018598603,0.0004487264],"domain_scores_gemma":[0.9991967,0.0005534446,0.000017545872,0.00007365517,0.00007628758,0.000082342754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012769425,0.00020945397,0.00031109087,0.000048369002,0.0005734194,0.000085888416,0.00009518161,0.00016625537,0.00021273654],"category_scores_gemma":[0.0001596064,0.0001644688,0.00005532391,0.00034988055,0.00035037746,0.00012895378,0.000116318544,0.00032262426,0.000092067996],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019538701,0.0005567778,0.005288375,0.0041488777,0.000943971,0.002387697,0.21086001,2.2817471e-7,0.000040541774,0.49847293,0.26173186,0.015373344],"study_design_scores_gemma":[0.005619144,0.0009544919,0.1951443,0.0018028059,0.0045658736,0.00033026628,0.6214086,0.00013615531,0.00011130422,0.08732402,0.08026347,0.002339589],"about_ca_topic_score_codex":0.000071929455,"about_ca_topic_score_gemma":0.000060868817,"teacher_disagreement_score":0.8337471,"about_ca_system_score_codex":0.00018753814,"about_ca_system_score_gemma":0.000018559804,"threshold_uncertainty_score":0.6706843},"labels":[],"label_agreement":null},{"id":"W4404801176","doi":"10.1017/s2045796024000738","title":"An equity indicator for assessing mental healthcare access: a national population case study","year":2024,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; University of Calgary","funders":"","keywords":"Mental health; Equity (law); Socioeconomic status; Disadvantaged; Population; Health equity; Medicine; Health care; Census; Environmental health; Public health; Economic growth; Psychiatry; Nursing; Political science; Economics","score_opus":0.32121365422188136,"score_gpt":0.6122874211026024,"score_spread":0.291073766880721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404801176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817604,0.007195156,0.0003031802,0.005229138,0.0035265821,0.0010129415,0.000048591308,0.000085232125,0.00083881133],"genre_scores_gemma":[0.99648076,0.00003070317,0.0012925257,0.0013354373,0.00052559254,0.00023569341,0.00005135088,0.000007666851,0.000040286424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747133,0.00073977705,0.0004930774,0.00072485494,0.00015465252,0.0004163316],"domain_scores_gemma":[0.9983242,0.0012143637,0.00016588745,0.00011153746,0.000021294574,0.00016270715],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0055919793,0.00014773887,0.0002548851,0.00033943355,0.0016560298,0.00013535982,0.00023745543,0.0001224177,0.00014138795],"category_scores_gemma":[0.00007406539,0.00011019977,0.000048911403,0.00048397694,0.00016773639,0.0006758876,0.000055085453,0.00014613388,0.000010882752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003172061,0.00028690297,0.90601647,0.000067339424,0.000029690544,0.000029595858,0.0012434575,0.0000027109961,3.0359655e-7,0.023602063,0.0017833816,0.066906385],"study_design_scores_gemma":[0.00081354997,0.0016061832,0.9262596,0.000025386826,0.000063055726,0.0008368607,0.007938811,0.0027969836,3.452632e-7,0.058897927,0.00051957346,0.00024173722],"about_ca_topic_score_codex":0.0034667815,"about_ca_topic_score_gemma":0.00061805296,"teacher_disagreement_score":0.06666465,"about_ca_system_score_codex":0.00006594412,"about_ca_system_score_gemma":0.000093268805,"threshold_uncertainty_score":0.9996437},"labels":[],"label_agreement":null},{"id":"W4404824359","doi":"10.1007/s44250-024-00167-6","title":"Ensuring continuity of care for dual disorder: overview of outpatient services after emergency department discharge","year":2024,"lang":"en","type":"article","venue":"Discover Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières; Institut Universitaire en Santé Mentale de Québec; Université du Québec en Outaouais","funders":"Réseau de recherche portant sur les interventions en sciences infirmières du Québec","keywords":"Emergency department; Continuity of care; Dual (grammatical number); Medical emergency; Outpatient clinic; Discharge planning; Medicine; Nursing; Health care; Political science; Art; Internal medicine","score_opus":0.03680567325482587,"score_gpt":0.39553453651983134,"score_spread":0.35872886326500547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404824359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78819364,0.20112143,0.00007849271,0.000116571726,0.0044084825,0.0029297166,0.0027333791,0.0000344008,0.00038388761],"genre_scores_gemma":[0.99647206,0.00087548007,0.000011581155,0.000045767083,0.00017014773,0.0014025057,0.00041211926,0.000037237758,0.0005731171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747664,0.00017659839,0.0011490708,0.00042924983,0.00029297028,0.0004754965],"domain_scores_gemma":[0.9989608,0.00007154609,0.00040537832,0.00035541086,0.00007002075,0.00013684465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032894753,0.00023693095,0.0006436322,0.000099994446,0.00010478019,0.000021449036,0.00012914668,0.00008417648,0.00016772727],"category_scores_gemma":[0.0000020734506,0.00018379829,0.00020290443,0.00016292869,0.000022809543,0.00015525435,0.000058448302,0.00008211699,0.000026350088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011575384,0.0017399417,0.5946847,0.26434553,0.00065014255,0.000016565307,0.079369165,0.000027209282,0.0000151662525,0.031363636,0.0016699783,0.024960408],"study_design_scores_gemma":[0.007443259,0.007339719,0.684022,0.020218022,0.00054244907,0.000019702527,0.061581343,0.00065561675,0.00026769037,0.00036114908,0.21604097,0.0015080733],"about_ca_topic_score_codex":0.005997255,"about_ca_topic_score_gemma":0.0020318923,"teacher_disagreement_score":0.2441275,"about_ca_system_score_codex":0.00014621802,"about_ca_system_score_gemma":0.00006962316,"threshold_uncertainty_score":0.90660954},"labels":[],"label_agreement":null},{"id":"W4404840197","doi":"10.5455/pbs.20240805120839","title":"The Relationship Between Predominant Negative Symptoms and Self-Stigmatization in Clinically Stable Schizophrenia Patients","year":2024,"lang":"en","type":"article","venue":"Psychiatry and Behavioral Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Negative symptom; Psychology; Clinical psychology; Psychiatry; Medicine; Internal medicine; Psychosis","score_opus":0.0558393369821048,"score_gpt":0.41228911972276444,"score_spread":0.35644978274065964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404840197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99570787,0.0015058286,0.0000062301438,0.00070690154,0.001024979,0.00042633532,0.000018612263,0.000039708735,0.000563521],"genre_scores_gemma":[0.99912554,0.000054588454,0.000499899,0.000020420604,0.000075340366,0.00005464445,0.000009250621,0.0000050300723,0.00015526316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881166,0.00013401695,0.0003343313,0.00033163512,0.00015634332,0.00023203123],"domain_scores_gemma":[0.99926424,0.0004922081,0.000075506636,0.00008063634,0.00001281362,0.00007459994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059527747,0.000104590385,0.00010655582,0.00007564124,0.00074123585,0.00021190853,0.000118737466,0.00007121072,0.000032741846],"category_scores_gemma":[0.000017594726,0.00006345438,0.000018917783,0.0004127804,0.00024443545,0.00030148288,0.0000380183,0.00014440532,0.000018457069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003687862,0.0001631571,0.9658676,0.000020826843,0.0000037991513,4.3289492e-7,0.0006716527,1.3668483e-7,1.7537573e-7,0.010229069,0.00007053558,0.022935783],"study_design_scores_gemma":[0.00056656415,0.00044505045,0.9894941,0.00011247424,0.00003368037,8.892304e-7,0.0003765228,0.000037919843,0.0000010650227,0.0087765185,0.000070879425,0.00008433924],"about_ca_topic_score_codex":0.00021331414,"about_ca_topic_score_gemma":0.00028401578,"teacher_disagreement_score":0.023626544,"about_ca_system_score_codex":0.000020678304,"about_ca_system_score_gemma":0.000040973766,"threshold_uncertainty_score":0.5701062},"labels":[],"label_agreement":null},{"id":"W4404910106","doi":"10.2139/ssrn.5023291","title":"Sarpep, a Rapid-Learning Healthcare System of Early Intervention Services for Psychosis in Quebec, Canada: Feasibility, Acceptability And Early Impacts","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Université Laval; Université de Montréal","funders":"","keywords":"Intervention (counseling); Psychosis; Early psychosis; Health care; Psychology; Psychiatry; Nursing; Medicine; Business; Economic growth; Economics","score_opus":0.023513113015296752,"score_gpt":0.3622152949977917,"score_spread":0.33870218198249497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404910106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497528,0.045214385,0.00003998641,0.0012159343,0.0016862723,0.0018493113,0.00007826461,0.000039678,0.00012338981],"genre_scores_gemma":[0.998023,0.0008468725,0.00001974179,0.000024584979,0.00025382824,0.00020588822,0.000043030628,0.000057415724,0.0005256546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99480605,0.0007310271,0.0013240625,0.00076647697,0.00035547707,0.0020168885],"domain_scores_gemma":[0.99816436,0.00014092134,0.0009231262,0.00037948877,0.00016708081,0.00022500218],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0031431597,0.00042356175,0.00084912556,0.00034236617,0.00018854404,0.00015407498,0.00043826477,0.00040361582,0.000055642955],"category_scores_gemma":[0.000019424433,0.00038353115,0.00031204397,0.00022486989,0.00004361271,0.00014287696,0.0002767695,0.0038340744,0.0000028667964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00180866,0.00035680004,0.86062485,0.015115957,0.00081119355,0.00001558445,0.004470735,0.0000073019596,0.000004495068,0.0060456684,0.00007086125,0.11066791],"study_design_scores_gemma":[0.0036673886,0.002072558,0.9312499,0.0044460427,0.00029672973,0.00009554757,0.02319825,0.00008111378,0.00002117742,0.034227006,0.000103024366,0.0005412495],"about_ca_topic_score_codex":0.9714509,"about_ca_topic_score_gemma":0.99547225,"teacher_disagreement_score":0.11012666,"about_ca_system_score_codex":0.0073026177,"about_ca_system_score_gemma":0.0020025985,"threshold_uncertainty_score":0.99986166},"labels":[],"label_agreement":null},{"id":"W4405092119","doi":"10.1002/ajmg.b.33016","title":"A Pilot Study to Assess the Impact of a Multifactorial Explanation for Mental Illness on Prejudicial Attitudes Towards People With Mental Illness","year":2024,"lang":"en","type":"article","venue":"American Journal of Medical Genetics Part B Neuropsychiatric Genetics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health; Ohio State University","keywords":"Mental illness; Prejudice (legal term); Psychology; Stigma (botany); Psychiatry; Clinical psychology; Mental health; Social psychology","score_opus":0.054494406171257614,"score_gpt":0.41944440128959015,"score_spread":0.36494999511833254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405092119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98626626,0.00066857995,0.00084850396,0.0011047366,0.008989352,0.0019017844,0.00012737919,0.000020450236,0.00007293952],"genre_scores_gemma":[0.99693936,0.00042129497,0.000359755,0.00019912631,0.0018513259,0.00011192499,0.000017018529,0.000074870535,0.000025315665],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955673,0.0005502929,0.0010495768,0.00046858026,0.0018410741,0.0005231679],"domain_scores_gemma":[0.99780154,0.0005095912,0.0005825963,0.00037859415,0.00020156518,0.00052614015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095707335,0.00039719016,0.0006545928,0.00034023362,0.00026313163,0.00009426427,0.0008286387,0.00004848999,0.00021232574],"category_scores_gemma":[0.000069364716,0.00023664272,0.00022488981,0.000944924,0.00020846169,0.000046113022,0.000106500935,0.0004440444,0.000011395487],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018833099,0.02156292,0.2706503,0.00020313099,0.0032109292,0.00022802514,0.036441017,0.0015664141,0.0004027588,0.00015512144,0.018989759,0.62775654],"study_design_scores_gemma":[0.010108217,0.21742505,0.75476825,0.0003368668,0.0008913501,0.00043126193,0.010162805,0.0012965994,0.00033609587,0.000052304942,0.0033292663,0.0008619268],"about_ca_topic_score_codex":0.00046470028,"about_ca_topic_score_gemma":0.0002257249,"teacher_disagreement_score":0.6268946,"about_ca_system_score_codex":0.00014453952,"about_ca_system_score_gemma":0.00046933515,"threshold_uncertainty_score":0.96500105},"labels":[],"label_agreement":null},{"id":"W4405231763","doi":"10.1007/s00127-024-02780-5","title":"Measuring aspects of stigma cultures in healthcare settings","year":2024,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Queen's University","funders":"Queen's University; Mental Health Commission; Health Canada; Commission de la santé mentale du Canada","keywords":"Stigma (botany); Health care; Epidemiology; Psychology; Public health; Medicine; Psychiatry; Nursing; Political science; Pathology","score_opus":0.07247791293612922,"score_gpt":0.4180526940505217,"score_spread":0.3455747811143925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405231763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7339088,0.14468475,0.000068491514,0.08111516,0.013580012,0.00079980673,0.00007658126,0.0001798198,0.02558659],"genre_scores_gemma":[0.99445987,0.00061358034,0.0007752725,0.0021920607,0.0015687934,0.000078809775,0.000031692423,0.000032814132,0.00024711128],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9964592,0.0009234528,0.0010507712,0.0007254445,0.00012448868,0.0007166391],"domain_scores_gemma":[0.9987517,0.00059644005,0.0002657072,0.00020163917,0.00002860147,0.00015590766],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016243284,0.00029921738,0.0007406456,0.0003500741,0.0003315455,0.000012502651,0.00020120128,0.00046463293,0.00018596547],"category_scores_gemma":[0.00005889502,0.0002587375,0.00019380682,0.00076226634,0.0001773083,0.00010073707,0.000042855267,0.0006281951,0.000050873736],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016711614,0.00020859989,0.3834665,0.0011254328,0.000103816186,0.000010251,0.0016763962,8.6830164e-7,0.0000032117118,0.57823664,0.01293867,0.022062473],"study_design_scores_gemma":[0.0012895792,0.00044073263,0.65988266,0.0002373535,0.00008695341,0.00003856879,0.0016934387,0.000023385057,0.0000021972794,0.3307436,0.0051883105,0.00037316972],"about_ca_topic_score_codex":0.00195477,"about_ca_topic_score_gemma":0.00069298234,"teacher_disagreement_score":0.27641618,"about_ca_system_score_codex":0.00005876937,"about_ca_system_score_gemma":0.00010118403,"threshold_uncertainty_score":0.99998647},"labels":[],"label_agreement":null},{"id":"W4405377868","doi":"10.9734/cjast/2024/v43i124462","title":"Addressing Mental Health Access in Underserved West Africa: A Strategic Framework","year":2024,"lang":"en","type":"article","venue":"Current Journal of Applied Science and Technology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Government (linguistics); Indigenous; Quarter (Canadian coin); Population; Psychological intervention; Public relations; Medicine; Economic growth; Business; Political science; Nursing; Environmental health; Psychiatry; Geography; Economics","score_opus":0.21851971610565019,"score_gpt":0.4684373331016643,"score_spread":0.2499176169960141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405377868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95696896,0.026633644,0.00017652447,0.00781941,0.0028217481,0.00042343198,0.0000060053853,0.00006809883,0.005082167],"genre_scores_gemma":[0.999056,0.00058505975,0.00017342564,0.00007229615,0.000079056415,0.00001696261,0.0000010698625,0.000008333245,0.000007835251],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998354,0.000021037422,0.00047269723,0.00033436881,0.00031980118,0.0004980824],"domain_scores_gemma":[0.9993804,0.000058675796,0.00021579975,0.00015090063,0.000051745417,0.00014249611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009527867,0.00014103959,0.00027589817,0.00123539,0.00028350358,0.00020978486,0.0005716408,0.00010661462,0.00010353142],"category_scores_gemma":[0.000011636593,0.000108657194,0.000025466694,0.0023428716,0.00061831815,0.00032064502,0.0001415407,0.00069306983,0.000018506935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007864957,0.0004585733,0.0031543588,0.00022153925,0.00002752152,0.00008234067,0.0032772024,0.0000012731371,0.00060939643,0.36846173,0.0010154796,0.62261194],"study_design_scores_gemma":[0.0058151097,0.0024220846,0.0164805,0.0073863156,0.00008618111,0.0010101952,0.04928129,0.0009609267,0.0019787103,0.8955659,0.017838059,0.0011746925],"about_ca_topic_score_codex":0.000008113788,"about_ca_topic_score_gemma":0.000013282047,"teacher_disagreement_score":0.62143725,"about_ca_system_score_codex":0.0002572288,"about_ca_system_score_gemma":0.000372818,"threshold_uncertainty_score":0.44309118},"labels":[],"label_agreement":null},{"id":"W4405454769","doi":"10.1017/gmh.2024.135","title":"Sociodemographic factors associated with trajectories of depression among urban refugee youth in Kampala, Uganda: A longitudinal cohort study","year":2024,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; United Nations University Institute for Water, Environment, and Health; McMaster University; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Grand Challenges Canada; University of Toronto; Canada Research Chairs; International Development Research Centre","keywords":"Depression (economics); Refugee; Cohort; Demography; Longitudinal study; Logistic regression; Cohort study; Psychology; Medicine; Gerontology; Geography; Sociology","score_opus":0.03379536530156178,"score_gpt":0.3477708931827311,"score_spread":0.3139755278811693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405454769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98970586,0.004000431,0.000016128899,0.00006997032,0.0011469929,0.0032222632,0.00089907914,0.00019632636,0.0007429448],"genre_scores_gemma":[0.9989388,0.00003927237,0.000011254287,0.0000466399,0.000056713878,0.00015984231,0.0005250998,0.000043636424,0.00017873662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961058,0.0004742212,0.00089446345,0.0009546349,0.0006789447,0.0008919506],"domain_scores_gemma":[0.99882585,0.00009165221,0.00035133518,0.00033723866,0.000044925957,0.00034901392],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007264955,0.00047298614,0.0008255446,0.00023148408,0.00032991104,0.000060209382,0.00027330598,0.00016479146,0.000054795157],"category_scores_gemma":[0.000012676534,0.0003671134,0.0001395273,0.0012144359,0.00023281535,0.00027118815,0.00008972084,0.00040969695,0.00000956961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035087348,0.0018057297,0.9890862,0.00017789942,0.00034091464,0.000073118405,0.005727629,5.6008156e-7,0.0000014108455,0.0002631029,0.0008110406,0.0013615022],"study_design_scores_gemma":[0.0024375678,0.00160624,0.9861272,0.00073398766,0.00013103739,0.0000050836184,0.008608269,0.000015430935,0.000023245864,0.000014843432,0.000012831005,0.0002842758],"about_ca_topic_score_codex":0.008296916,"about_ca_topic_score_gemma":0.0035095252,"teacher_disagreement_score":0.009232941,"about_ca_system_score_codex":0.0015104439,"about_ca_system_score_gemma":0.00017390391,"threshold_uncertainty_score":0.9998781},"labels":[],"label_agreement":null},{"id":"W4405484376","doi":"10.1016/j.ajp.2024.104347","title":"Implementing a collaborative care model for child and adolescent mental health in Qatar: Addressing workforce and access challenges","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Hamad Medical Corporation","keywords":"Workforce; Mental health; Psychology; Nursing; Medicine; Medical education; Psychiatry; Political science","score_opus":0.06563930301874564,"score_gpt":0.43502555806581056,"score_spread":0.3693862550470649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405484376","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13005498,0.71967834,0.0008677353,0.1364657,0.003599533,0.0019381074,0.00030741788,0.000033542427,0.0070546656],"genre_scores_gemma":[0.99261534,0.0034369284,0.0027432072,0.0007180976,0.0003705484,0.000025011555,0.000017961773,0.000030453302,0.000042469994],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9985643,0.00008642479,0.000543545,0.000269231,0.000119339034,0.00041715402],"domain_scores_gemma":[0.99940777,0.000020166472,0.00027485105,0.00008944891,0.000037893373,0.00016988585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004069934,0.00017532548,0.00030284375,0.0002414098,0.00029926928,0.0001357367,0.00012916228,0.00006163032,0.000016774968],"category_scores_gemma":[0.0000025971167,0.00014907253,0.000054871438,0.00015834486,0.00003613773,0.00035540952,0.000055195444,0.00026160452,5.557819e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006188721,0.00025900063,0.023785328,0.0020987522,0.00016937077,0.000015235056,0.05571523,0.000008825642,0.0000012170393,0.009498866,0.008376139,0.89945316],"study_design_scores_gemma":[0.029347641,0.0050114556,0.17755145,0.04387076,0.00040187992,0.0011967563,0.66556185,0.006335463,0.00003166523,0.021203166,0.04770987,0.0017780524],"about_ca_topic_score_codex":0.000007047076,"about_ca_topic_score_gemma":0.0005371201,"teacher_disagreement_score":0.8976751,"about_ca_system_score_codex":0.00010161023,"about_ca_system_score_gemma":0.00015017482,"threshold_uncertainty_score":0.6079001},"labels":[],"label_agreement":null},{"id":"W4405528825","doi":"10.1016/j.jad.2024.12.066","title":"Longitudinal analysis of lifetime stressors and depression: Exploring intersectionality and tailoring social support for better mental health in a community population cohort","year":2024,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Fonds de recherche du Québec","keywords":"Stressor; Mental health; Depression (economics); Cohort; Psychology; Social support; Intersectionality; Psychiatry; Population; Cohort study; Clinical psychology; Medicine; Environmental health; Psychotherapist; Sociology","score_opus":0.051461949342606755,"score_gpt":0.4023926756931181,"score_spread":0.35093072635051137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405528825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99786764,0.0005996033,0.00023868296,0.0004640112,0.00038064673,0.000329889,0.000051224375,0.000005696288,0.00006259671],"genre_scores_gemma":[0.9996668,0.000095210315,0.00005340442,0.00003163648,0.000057758272,0.00003399369,0.00004601662,0.000008622327,0.0000065197964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895597,0.0002656371,0.0003789636,0.00013546509,0.000119786004,0.00014420631],"domain_scores_gemma":[0.99939346,0.00024434237,0.00022476283,0.000050144245,0.000032823882,0.00005444559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079819723,0.00010206076,0.0003545987,0.00045457957,0.00020102087,0.000021781507,0.000047117388,0.0000405095,0.000048914575],"category_scores_gemma":[0.000017613442,0.00008948951,0.00011173976,0.00031039704,0.000049573922,0.00028223448,0.00003206921,0.00023487177,1.3903355e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034796546,0.000198404,0.925047,0.00013540592,0.0008730818,0.0000015866924,0.0068420083,0.00001051252,0.000007653768,0.000049926242,0.000095027164,0.06639145],"study_design_scores_gemma":[0.0008907205,0.00037623683,0.99330187,0.000114301765,0.00021433587,0.000005463212,0.0044806744,0.00013417259,0.000012036288,0.00038669526,0.00002128424,0.00006220724],"about_ca_topic_score_codex":0.0025091243,"about_ca_topic_score_gemma":0.0024626935,"teacher_disagreement_score":0.068254896,"about_ca_system_score_codex":0.00015699795,"about_ca_system_score_gemma":0.000014053849,"threshold_uncertainty_score":0.37930623},"labels":[],"label_agreement":null},{"id":"W4405620086","doi":"10.2196/63636","title":"Measuring Mental Health in 2 Brazilian University Centers: Protocol for a Cohort Survey","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Mental health; Protocol (science); Cohort; Cohort study; Medicine; Psychology; Gerontology; Medical education; Computer science; Psychiatry; World Wide Web; Alternative medicine","score_opus":0.497218176459939,"score_gpt":0.6326258436082869,"score_spread":0.1354076671483479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405620086","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010402241,0.000003802136,0.000018108894,0.0013942084,0.000030761832,0.99314964,0.00022583955,0.00010924133,0.004028175],"genre_scores_gemma":[0.0022957055,3.122288e-7,0.00007385417,0.00005563422,0.000079266334,0.99123085,0.00009005657,0.000039338578,0.006134973],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955509,0.0017735253,0.00037460966,0.0007138672,0.00048484764,0.0011022503],"domain_scores_gemma":[0.998882,0.00030028875,0.000057432953,0.00037450847,0.00009490956,0.00029089276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005250376,0.00018704633,0.00027556292,0.0005099016,0.00043832845,0.00015529915,0.00044982435,0.000113889015,0.00077165756],"category_scores_gemma":[0.00002443466,0.00017196382,0.00007973994,0.00085665955,0.0001167014,0.0002805788,0.00016014742,0.0005225062,0.00027176747],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01614619,0.0053416775,0.43541837,0.008223608,0.00016817894,0.00020663317,0.0037554572,6.194778e-7,0.00009896715,0.005142846,0.3927512,0.13274625],"study_design_scores_gemma":[0.006251908,0.0017155345,0.18245597,0.0037903937,4.7495325e-7,0.0000051329284,0.0002981407,0.00006566689,0.00007911816,0.0001676382,0.8049862,0.00018382414],"about_ca_topic_score_codex":0.0023655957,"about_ca_topic_score_gemma":0.002155103,"teacher_disagreement_score":0.412235,"about_ca_system_score_codex":0.0011810694,"about_ca_system_score_gemma":0.00031637278,"threshold_uncertainty_score":0.8449109},"labels":[],"label_agreement":null},{"id":"W4405621757","doi":"10.1007/978-3-031-75204-9_4","title":"Detecting Comorbidity Using Machine Learning","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in social networks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Comorbidity; Computer science; Machine learning; Artificial intelligence; Psychology; Psychiatry","score_opus":0.05607979948790416,"score_gpt":0.36591113030853867,"score_spread":0.3098313308206345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405621757","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012050799,0.074955165,0.019686555,0.0007189866,0.016934918,0.0023392611,0.0000886622,0.0008718955,0.87235373],"genre_scores_gemma":[0.9538024,0.00016540053,0.00019461586,0.000431363,0.0069323634,0.00002348615,0.00019579238,0.00022158015,0.03803301],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99807006,0.0000935562,0.0004577755,0.0005969246,0.00020210654,0.00057958695],"domain_scores_gemma":[0.9990728,0.0003990655,0.00026349968,0.00017067403,0.000023855855,0.00007013151],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027680397,0.0004859723,0.0005958944,0.00016593908,0.00054600794,0.00007062324,0.00019032299,0.0012611705,0.0019417629],"category_scores_gemma":[0.000015818343,0.000474161,0.000224077,0.00013038245,0.00009675778,0.000034493147,0.00013824829,0.0029922798,0.00011423137],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004658763,0.00012639072,0.0056934557,0.0005305232,0.0008408875,0.0016001269,0.006314202,0.01073733,0.000012868161,0.032082614,0.0004497768,0.94114596],"study_design_scores_gemma":[0.006809705,0.0011562825,0.0014740719,0.0064452174,0.0024987177,0.00036381895,0.00019328813,0.1584925,0.00008617874,0.5248064,0.29002073,0.0076531083],"about_ca_topic_score_codex":0.0007609319,"about_ca_topic_score_gemma":0.0014166759,"teacher_disagreement_score":0.9417516,"about_ca_system_score_codex":0.0003958538,"about_ca_system_score_gemma":0.000019847024,"threshold_uncertainty_score":0.999771},"labels":[],"label_agreement":null},{"id":"W4405702475","doi":"10.1186/s13033-024-00653-7","title":"Healthcare costs associated with receipt of effective mental healthcare coverage in individuals with moderate or severe symptoms of anxiety and depression","year":2024,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Hôpital Charles-Le Moyne; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Health Canada; Canadian Institutes of Health Research; Alberta Cancer Foundation; Alberta Health Services; Government of Alberta; Partenariat Canadien Contre Le Cancer","keywords":"Medicine; Anxiety; Mental health; Depression (economics); Health care; Psychiatry; Population; Health administration; Pandemic; Anxiety disorder; Public health; Coronavirus disease 2019 (COVID-19); Environmental health; Disease; Internal medicine; Nursing","score_opus":0.019530411671841292,"score_gpt":0.3730871833288004,"score_spread":0.35355677165695915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405702475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98102367,0.012207819,0.000029894847,0.0017456732,0.0021112855,0.0017265419,0.0009821202,0.000015974136,0.00015701324],"genre_scores_gemma":[0.99838716,0.0008330523,0.000044958266,0.0002466272,0.00011857194,0.00006717535,0.00014418102,0.000034564833,0.00012372246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99638116,0.0006984193,0.0012705828,0.00032478475,0.0009762326,0.00034881657],"domain_scores_gemma":[0.9977534,0.0002915215,0.0012789427,0.00011942328,0.00030839746,0.00024830917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011433423,0.0002567831,0.00072695385,0.00043466693,0.00009960005,0.000050109873,0.00022902973,0.00013612384,0.000033652726],"category_scores_gemma":[0.000013107185,0.00016709052,0.000062177605,0.00030453166,0.0000746791,0.0003478024,0.00005438649,0.00039399974,0.0000015483148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0090147415,0.0009633213,0.8585614,0.0020116514,0.0013155626,0.00023044068,0.014870151,0.00007349001,0.00003602739,0.0005871426,0.0008096442,0.11152641],"study_design_scores_gemma":[0.037599023,0.023094377,0.8092073,0.097736485,0.00014122539,0.007305048,0.020161284,0.0015688072,0.00092459196,0.00015837203,0.0011860926,0.0009173752],"about_ca_topic_score_codex":0.003618342,"about_ca_topic_score_gemma":0.001062623,"teacher_disagreement_score":0.11060903,"about_ca_system_score_codex":0.0015302034,"about_ca_system_score_gemma":0.0003449273,"threshold_uncertainty_score":0.6813754},"labels":[],"label_agreement":null},{"id":"W4405710441","doi":"10.1101/2024.12.16.24319125","title":"Prevalence and associated factors of mental and substance use problems among adults in Kenya: a community-based cross-sectional study","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Global Affairs Canada","keywords":"Anxiety; Mental health; Medicine; Alcohol Use Disorders Identification Test; Psychiatry; Cross-sectional study; Environmental health; Poison control; Injury prevention","score_opus":0.07955307179469256,"score_gpt":0.3752603282830775,"score_spread":0.2957072564883849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405710441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99542195,0.0009504754,3.2529505e-7,0.0000122387955,0.00069651095,0.0022777566,0.0005125436,0.00005357888,0.000074647134],"genre_scores_gemma":[0.9990454,0.000051680177,0.000007023688,0.000012305688,0.0000127295125,0.00030840866,0.00017945799,0.000030859097,0.00035217617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975376,0.0007426097,0.0006260395,0.0005430989,0.00027465943,0.0002759527],"domain_scores_gemma":[0.99875075,0.0004099628,0.0003210543,0.0003719332,0.000054794375,0.00009153535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008870587,0.00030996534,0.00041259368,0.00021415381,0.00017107876,0.000101648824,0.00023554156,0.00026612403,0.000069383525],"category_scores_gemma":[0.000033784123,0.00027605926,0.00005451686,0.00018319281,0.00023730205,0.00008972087,0.00032153926,0.0011207813,0.0000029527137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019133168,0.0017064991,0.98400056,0.0016355562,0.00012543224,0.000018632065,0.012244626,0.0000070257906,0.00000867211,0.000005624901,0.000008221422,0.00004780503],"study_design_scores_gemma":[0.0019762293,0.00033305006,0.9957202,0.0010071899,0.000040242234,8.85252e-7,0.00048569875,0.00007560978,0.000033584292,0.00013664283,0.0000013574798,0.00018928481],"about_ca_topic_score_codex":0.009679412,"about_ca_topic_score_gemma":0.0075441627,"teacher_disagreement_score":0.011758927,"about_ca_system_score_codex":0.00015449223,"about_ca_system_score_gemma":0.00003036771,"threshold_uncertainty_score":0.9999692},"labels":[],"label_agreement":null},{"id":"W4405729863","doi":"10.1136/bmjopen-2023-078287","title":"Relationship between pharmacotherapy for major depressive disorder and healthcare utilisation in British Columbia, Canada: a retrospective population-based cohort","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Vancouver Coastal Health; University of British Columbia","funders":"Genome British Columbia; Michael Smith Health Research BC; Genome Canada","keywords":"Medicine; Pharmacotherapy; Major depressive disorder; Population; Medical prescription; Polypharmacy; Health care; Odds ratio; Cohort; Cohort study; Retrospective cohort study; Psychiatry; Gerontology; Demography; Family medicine; Internal medicine; Environmental health; Mood","score_opus":0.08069361896783775,"score_gpt":0.45075860212277635,"score_spread":0.37006498315493863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405729863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98221886,0.0009888277,0.00005738147,0.0020974793,0.00032873146,0.013293134,0.00068922306,0.000025347224,0.00030099627],"genre_scores_gemma":[0.99070257,0.0000034298373,0.000092501316,0.00040379763,0.000098299184,0.00622145,0.00083112466,0.000025403237,0.0016214375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988244,0.00014560012,0.0003086709,0.00037498627,0.00013586272,0.00021045901],"domain_scores_gemma":[0.99930143,0.00037452442,0.00008434748,0.00012907245,0.000034121087,0.000076478114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003538883,0.00007962353,0.00020744294,0.000041664047,0.00026578913,0.0002703285,0.00011426559,0.00007402245,0.0001972373],"category_scores_gemma":[0.000032133397,0.00011542108,0.0000211471,0.00019167943,0.000014496944,0.00017708224,0.000022661245,0.000113407405,0.0000046459836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060736744,0.000027273274,0.98313,0.00014513698,0.000029127737,0.000015547916,0.00012696069,0.0000010982632,1.16911856e-7,0.0002124639,0.0027015058,0.013550049],"study_design_scores_gemma":[0.002140889,0.000061076484,0.9952366,0.00017784668,0.000027290489,0.0000026319765,0.00013744598,0.00014756985,0.0000010254926,0.0015777833,0.0003648872,0.0001249585],"about_ca_topic_score_codex":0.9899868,"about_ca_topic_score_gemma":0.9955413,"teacher_disagreement_score":0.01342509,"about_ca_system_score_codex":0.00044074754,"about_ca_system_score_gemma":0.0002587989,"threshold_uncertainty_score":0.4706735},"labels":[],"label_agreement":null},{"id":"W4405815166","doi":"10.1002/jcop.23164","title":"Impact of the Stigma of Mental Illness: A Descriptive Exploratory Study of Outpatients in a Public Mental Health Hospital in Ghana","year":2024,"lang":"en","type":"article","venue":"Journal of Community Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Western University; University of Windsor","funders":"","keywords":"Mental illness; Stigma (botany); Mental health; Exploratory research; Psychology; Psychiatry; Social stigma; Clinical psychology; Social exclusion; Descriptive research; Social distance; Medicine; Disease; Family medicine","score_opus":0.11161988269130929,"score_gpt":0.4487870574767928,"score_spread":0.3371671747854835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405815166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99420637,0.0015297773,0.000002676986,0.000874621,0.0019849832,0.0009117546,0.0000766862,0.000004718863,0.0004084301],"genre_scores_gemma":[0.99972695,0.000074830954,0.000017446482,0.000097052885,0.00002145778,0.00002191408,0.0000076743645,0.00002011488,0.000012580329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99454874,0.0030905665,0.0015411616,0.0001312045,0.0003441485,0.00034416237],"domain_scores_gemma":[0.99796116,0.00018859783,0.0011066468,0.00052408816,0.0001105608,0.00010894206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016864027,0.00020684258,0.00075546495,0.0008117999,0.00012076746,0.000010497228,0.0008035547,0.00010925888,0.00015195043],"category_scores_gemma":[0.000035854224,0.00014363584,0.0002242165,0.0008525661,0.00024185139,0.00030528806,0.00017862165,0.0010462981,0.0000025083964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012167841,0.028060623,0.54612523,0.000107107764,0.00049705297,0.000021982662,0.40153575,0.0000018457973,0.00011047742,0.000102099344,0.0017929091,0.020428121],"study_design_scores_gemma":[0.006046537,0.012851752,0.83865696,0.00040055948,0.000019720397,0.000036391055,0.14161223,0.0000040023383,0.000024269833,0.0002175559,0.000035258334,0.00009477552],"about_ca_topic_score_codex":0.0035088698,"about_ca_topic_score_gemma":0.0030753198,"teacher_disagreement_score":0.29253167,"about_ca_system_score_codex":0.00048122223,"about_ca_system_score_gemma":0.00018096775,"threshold_uncertainty_score":0.58572996},"labels":[],"label_agreement":null},{"id":"W4405853415","doi":"10.1136/bmjopen-2024-090711","title":"Care delivery in the context of district mental healthcare plans in Ghana: a qualitative study exploring experiences of primary healthcare workers and service users","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Medicine; Thematic analysis; Mental health; Health care; Context (archaeology); Qualitative research; Service delivery framework; Nursing; Stakeholder; Resource (disambiguation); Service (business); Public relations; Marketing; Business; Economic growth; Psychiatry","score_opus":0.29359018146221505,"score_gpt":0.5139993984171712,"score_spread":0.2204092169549562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405853415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98583955,0.0036512953,1.5726908e-7,0.001964079,0.0003301312,0.0076276767,0.00015652664,0.000007888083,0.00042267103],"genre_scores_gemma":[0.994602,0.000034439036,0.00001961849,0.0004826943,0.000016081334,0.0047430187,0.00007061042,0.000011578844,0.000019916264],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976203,0.0009767264,0.0005638322,0.0003465599,0.00025014902,0.00024247415],"domain_scores_gemma":[0.9991744,0.00037089046,0.00012940851,0.00023586814,0.00003385248,0.000055582772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082489266,0.00014772864,0.0003856198,0.00013883287,0.00008322615,0.00003947556,0.00040098338,0.000046698908,0.00002846246],"category_scores_gemma":[0.0000058339924,0.00010707619,0.000027370652,0.0005654572,0.000055590885,0.0003038261,0.00018399797,0.00015521476,0.0000029343694],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007316605,0.00020327311,0.1054532,0.00093013886,0.000035074954,0.00007580385,0.8788844,1.7923078e-7,8.6836275e-7,0.00018042892,0.00006953641,0.0134354485],"study_design_scores_gemma":[0.0012011394,0.00060184434,0.07810772,0.0008525797,0.0000086283235,0.0000039361325,0.9190904,0.0000030156639,0.000014232472,0.000010522609,0.000015827018,0.00009014033],"about_ca_topic_score_codex":0.06938578,"about_ca_topic_score_gemma":0.056131456,"teacher_disagreement_score":0.04020602,"about_ca_system_score_codex":0.00018377765,"about_ca_system_score_gemma":0.000115362185,"threshold_uncertainty_score":0.9610917},"labels":[],"label_agreement":null},{"id":"W4405885645","doi":"10.1007/s10862-024-10181-w","title":"Measuring Distress in the Presence of Substance Use: A Differential Item Functioning Analysis of the Kessler 10 Psychological Distress Scale","year":2024,"lang":"en","type":"article","venue":"Journal of Psychopathology and Behavioral Assessment","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Distress; Psychological distress; Scale (ratio); Clinical psychology; Differential item functioning; Psychiatry; Psychometrics; Item response theory; Mental health","score_opus":0.10099907157556304,"score_gpt":0.42686017795298203,"score_spread":0.325861106377419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405885645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961421,0.0010064126,0.00043815532,0.0003372889,0.0015942755,0.00024124692,0.000072127055,0.0000059648423,0.00016242197],"genre_scores_gemma":[0.9994222,0.000087014814,0.00010332746,0.000022924485,0.00007123885,0.00003391396,0.000010531422,0.000008453328,0.00024039186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975648,0.00062313466,0.0008533657,0.00029844022,0.00041033482,0.0002499425],"domain_scores_gemma":[0.998711,0.00031035766,0.0005056755,0.00032937963,0.000087503075,0.00005607108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067516376,0.00018309061,0.0004932852,0.00026025894,0.00012258654,0.00005692549,0.00040155218,0.00014026843,0.00037410948],"category_scores_gemma":[0.0000070545825,0.00009594288,0.00028575736,0.000770738,0.00028642252,0.00019223354,0.00003579358,0.0005268367,8.1234805e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044253006,0.0020201956,0.9730259,0.000060213846,0.00019395306,0.00015737175,0.002086095,0.000021896978,0.0018538551,0.0002916518,0.00022276519,0.019623574],"study_design_scores_gemma":[0.00072256365,0.000431422,0.99633104,0.00023985477,0.000921778,0.000112182795,0.0008900891,0.00006380515,0.00007606907,0.000085011285,0.000038545175,0.00008766895],"about_ca_topic_score_codex":0.000053876058,"about_ca_topic_score_gemma":0.00021640156,"teacher_disagreement_score":0.023305112,"about_ca_system_score_codex":0.00004764436,"about_ca_system_score_gemma":0.000009972463,"threshold_uncertainty_score":0.40962365},"labels":[],"label_agreement":null},{"id":"W4405901099","doi":"10.1016/j.xjmad.2024.100103","title":"The association between depressive symptoms and limitations in disability domains among US adults","year":2024,"lang":"en","type":"article","venue":"Journal of Mood and Anxiety Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Department of Psychiatry, University of Toronto; Eisai; University of Toronto; Associated Medical Services; Government of Canada; Royal College of Physicians and Surgeons of Canada; American Foundation for Suicide Prevention; Ministère de la Défense Nationale; Brain and Behavior Research Foundation; Ministry of Health, Ontario","keywords":"Association (psychology); Depressive symptoms; Clinical psychology; Psychology; Medicine; Psychiatry; Psychotherapist; Anxiety","score_opus":0.013270654584802023,"score_gpt":0.3046447226675276,"score_spread":0.2913740680827256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405901099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99185646,0.0031318956,0.000007867776,0.0023351118,0.0002852386,0.00018105005,0.000011060323,0.0000073416422,0.0021839943],"genre_scores_gemma":[0.99616057,0.003542343,0.0000074144914,0.000019765937,0.00009981087,0.000012569313,0.000003579093,0.0000065997965,0.00014734794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918497,0.00010977206,0.00029200758,0.00012140539,0.00012810694,0.00016375548],"domain_scores_gemma":[0.9989946,0.0007133827,0.0001465104,0.000058082755,0.000020046573,0.00006735992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003442016,0.000081028156,0.00012922173,0.00003310856,0.00017061786,0.00007935808,0.00006111228,0.00007050812,0.000007414976],"category_scores_gemma":[0.000052714266,0.000052032112,0.000055627494,0.000101523176,0.00007990235,0.00019565212,0.000018068182,0.00021058353,0.0000014939521],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003132924,0.00005965756,0.8206869,0.000024711102,0.00008854118,9.568704e-7,0.001667247,0.0000012262698,9.805735e-7,0.00019558679,0.00009255089,0.17715035],"study_design_scores_gemma":[0.0009487208,0.00012634868,0.99300975,0.00008956159,0.00005114406,0.000002985345,0.0015595182,0.000036909776,0.000002295537,0.0027400882,0.0013792561,0.000053420565],"about_ca_topic_score_codex":0.0001263075,"about_ca_topic_score_gemma":0.0018762845,"teacher_disagreement_score":0.17709693,"about_ca_system_score_codex":0.0000704213,"about_ca_system_score_gemma":0.000010162722,"threshold_uncertainty_score":0.2121808},"labels":[],"label_agreement":null},{"id":"W4406027828","doi":"10.1371/journal.pmen.0000109","title":"Barriers experienced by undergraduate students to access to mental health services: Results from a Canadian study","year":2025,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University; University of Toronto","funders":"","keywords":"Mental health; Psychology; Medical education; Medicine; Psychiatry","score_opus":0.03320349604714318,"score_gpt":0.42670871335355126,"score_spread":0.3935052173064081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406027828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.912495,0.0005426607,0.0000041478925,0.06822155,0.002634476,0.009472606,0.004147439,0.00014086884,0.0023412171],"genre_scores_gemma":[0.9168387,0.000054075143,0.00008309256,0.07707528,0.00007534896,0.0012244425,0.0012106403,0.000053276697,0.0033851445],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9940308,0.0005924347,0.001276807,0.0015003686,0.00086760137,0.001732003],"domain_scores_gemma":[0.99519354,0.00007836701,0.00027962204,0.0008734962,0.000044560296,0.0035304206],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005175775,0.0005418611,0.0007554648,0.00053551653,0.0019041534,0.0003039952,0.0015519776,0.000111047666,0.0005470771],"category_scores_gemma":[0.000010234313,0.00054247427,0.00007427562,0.0010936878,0.000040340095,0.0003232874,0.00048239887,0.0002731324,0.0006330395],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043085166,0.005411101,0.28373066,0.0003253463,0.0007667001,0.000052424235,0.27723512,0.000003004758,0.00006784582,0.00010509107,0.40360788,0.02438629],"study_design_scores_gemma":[0.04064242,0.011583519,0.36414683,0.0038701294,0.000102784106,0.0000061611045,0.41251662,0.000075014716,0.0010218787,0.00028621766,0.16328415,0.0024642618],"about_ca_topic_score_codex":0.7453199,"about_ca_topic_score_gemma":0.62590414,"teacher_disagreement_score":0.24032374,"about_ca_system_score_codex":0.0038217397,"about_ca_system_score_gemma":0.0005494658,"threshold_uncertainty_score":0.9997027},"labels":[],"label_agreement":null},{"id":"W4406130520","doi":"10.1177/07067437241300961","title":"High Intensity Physician-Based Service Use for Mental Health Concerns in a General-Population Sample of Children and Youth: Utilisation des services de haute intensité dispensés par des médecins pour les problèmes de santé mentale dans un échantillon d’enfants et de jeunes de la population générale","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mental Health Research Canada; Western University; University of Toronto; Lawson Health Research Institute; McMaster University","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Ministère de l’Éducation, Gouvernement de l’Ontario; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Mental health; Population; Percentile; Emergency department; Family medicine; Health care; Occupational safety and health; Gerontology; Psychiatry; Environmental health","score_opus":0.02747706723541851,"score_gpt":0.33697283333654277,"score_spread":0.3094957661011243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406130520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99500656,0.0004445219,0.00060812174,0.0026889334,0.00022398955,0.0005348628,0.00047461095,0.0000078348685,0.000010569429],"genre_scores_gemma":[0.990079,0.000048108075,0.007533433,0.0019309621,0.00010144795,0.000009842629,0.00027243703,0.000019775745,0.0000049790647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984715,0.00045464208,0.0004490582,0.00016078948,0.00008771705,0.00037629277],"domain_scores_gemma":[0.99905586,0.00011535151,0.00044582222,0.00012979029,0.000081640304,0.00017154163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076300825,0.00015982005,0.00029968566,0.00020155893,0.00047569576,0.000059182836,0.00016135549,0.000094870986,0.000008006322],"category_scores_gemma":[0.000021471194,0.00014054523,0.00006882928,0.0001931465,0.00010260046,0.00019402892,0.000013154811,0.00015547776,1.3779227e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029329507,0.00012426445,0.9798148,0.00013704553,0.00009235938,0.0000010530416,0.014637596,0.00032188382,0.00018687158,0.0018974043,0.000046841855,0.0024465362],"study_design_scores_gemma":[0.0016767038,0.00011914486,0.97262156,0.0006110496,0.00009327157,0.000026523468,0.006448395,0.0009768147,0.00044985846,0.016876444,7.3071146e-7,0.000099529905],"about_ca_topic_score_codex":0.71557766,"about_ca_topic_score_gemma":0.82574224,"teacher_disagreement_score":0.11016458,"about_ca_system_score_codex":0.0006403477,"about_ca_system_score_gemma":0.00049612677,"threshold_uncertainty_score":0.57312685},"labels":[],"label_agreement":null},{"id":"W4406216350","doi":"10.1177/13634615241296302","title":"Explanatory models of common mental disorders among South Asians in high-income countries: A systematic review","year":2025,"lang":"en","type":"review","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"London School of Hygiene and Tropical Medicine","keywords":"CINAHL; Psychosocial; PsycINFO; Psychological intervention; Mental health; Explanatory model; MEDLINE; Psychology; Clinical psychology; Medicine; Psychiatry","score_opus":0.02357734212352897,"score_gpt":0.3603993444148868,"score_spread":0.33682200229135784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406216350","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021994226,0.98292094,0.000006289423,0.00021190327,0.0024364826,0.00999028,0.0007711994,0.00008135262,0.0033616326],"genre_scores_gemma":[0.0034269697,0.9923227,0.000031240266,0.00017800117,0.000053326938,0.0021550357,0.000624206,0.00006064388,0.001147913],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99477595,0.0008435436,0.0026161263,0.0007330269,0.0004304267,0.0006009469],"domain_scores_gemma":[0.9978631,0.00013541982,0.001016078,0.00081371027,0.000027865766,0.00014380581],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004305275,0.00088827463,0.004968879,0.00033484935,0.0001420831,0.000025111935,0.000844279,0.0005135624,0.00032282836],"category_scores_gemma":[0.0000039496913,0.0006014671,0.0011026409,0.0007144552,0.00014195478,0.00022266082,0.000031284108,0.000623675,0.00008499652],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024985426,0.000292008,0.00039396406,0.9910945,0.0005634462,0.0000054076527,0.0014062653,4.829713e-7,8.500235e-10,0.0024466875,0.00054055656,0.0032316477],"study_design_scores_gemma":[0.0013521413,0.000116128635,0.00016842305,0.9902691,0.004247541,0.000013559033,0.0009839367,0.0000018735726,1.2105601e-8,0.00027308057,0.0019386661,0.0006355089],"about_ca_topic_score_codex":0.0007858361,"about_ca_topic_score_gemma":0.0024722214,"teacher_disagreement_score":0.009401745,"about_ca_system_score_codex":0.00023143638,"about_ca_system_score_gemma":0.00013514716,"threshold_uncertainty_score":0.9996437},"labels":[],"label_agreement":null},{"id":"W4406224870","doi":"10.1002/alz.088510","title":"Drug Substitution as a Potential Unintended Consequence of Antipsychotic Deprescribing in Long‐Term Care: A Retrospective Cohort Study in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Waterloo; University of Toronto; University Health Network; Queen's University; University of Calgary","funders":"","keywords":"Deprescribing; Drug; Antipsychotic; Retrospective cohort study; Medicine; Antipsychotic drug; Polypharmacy; Cohort; Long-term care; Psychiatry; Pharmacology; Internal medicine; Schizophrenia (object-oriented programming)","score_opus":0.023805617699559453,"score_gpt":0.3180838016789035,"score_spread":0.294278183979344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406224870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96529496,0.028763866,0.000012393027,0.000068924404,0.002008699,0.0018332923,0.000017263734,0.000030479687,0.0019701002],"genre_scores_gemma":[0.9995319,0.000017877728,0.00002224006,0.000058567606,0.000022460967,0.0001891269,0.0000895558,0.000021572438,0.00004669438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775,0.0001867166,0.00059402344,0.0006540289,0.00036320227,0.00045206826],"domain_scores_gemma":[0.9993754,0.000031807405,0.000109646615,0.0003376225,0.00006030418,0.00008522931],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027629716,0.00023961983,0.00036316755,0.00024732258,0.000083648105,0.000042796797,0.00022993478,0.00006687728,0.0011630525],"category_scores_gemma":[0.0000047861126,0.0002419575,0.000055132597,0.00041674767,0.000107040454,0.00018888232,0.000057854082,0.00034810678,0.000032605756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023158205,0.0004009964,0.98696554,0.000018523016,0.0026007486,0.0035883777,0.0035882138,0.000006538404,0.00006578572,0.0004620118,0.00015367244,0.0019179853],"study_design_scores_gemma":[0.0014882179,0.00014879182,0.99414104,0.00015747167,0.0019516827,0.00004919191,0.0012137415,0.000013627895,0.0005278283,0.00009155181,0.000019433079,0.00019740516],"about_ca_topic_score_codex":0.9867219,"about_ca_topic_score_gemma":0.996705,"teacher_disagreement_score":0.034236923,"about_ca_system_score_codex":0.0004311362,"about_ca_system_score_gemma":0.00058383954,"threshold_uncertainty_score":0.99975},"labels":[],"label_agreement":null},{"id":"W4406239929","doi":"10.1016/j.eclinm.2024.103026","title":"Diagnostic inequalities relating to physical healthcare among people with mental health conditions: a systematic review","year":2025,"lang":"en","type":"review","venue":"EClinicalMedicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"THIS Institute, University of Cambridge; Health Foundation","keywords":"Medicine; Mental health; Health care; Inequality; Psychiatry","score_opus":0.09991316536421896,"score_gpt":0.5220636121135899,"score_spread":0.4221504467493709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406239929","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033076758,0.9708268,0.000011789553,0.008159616,0.0010538908,0.01827491,0.00047579472,0.00015617895,0.001007966],"genre_scores_gemma":[0.00020322998,0.9737461,0.000048096183,0.009288736,0.00055227644,0.009093921,0.0023470896,0.00008194051,0.0046386183],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99175763,0.0023560373,0.0034385573,0.0010268373,0.0006131403,0.0008077963],"domain_scores_gemma":[0.985372,0.010878726,0.0018155135,0.0011566514,0.00009311169,0.0006839632],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018111427,0.00079332443,0.007869515,0.00030279084,0.00043489883,0.000024981839,0.00050683005,0.0002508129,0.00040131912],"category_scores_gemma":[0.0022071137,0.0004974776,0.00050023047,0.0011910548,0.00014071546,0.00007971586,0.00015797051,0.0009919973,0.00060684985],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011980747,0.00037037078,0.00017957075,0.9454846,0.00036760184,0.00004280435,0.0010448315,2.2702212e-8,1.5404487e-10,0.0010940371,0.023015995,0.028388215],"study_design_scores_gemma":[0.0007670212,0.0015162847,0.00013464477,0.9693562,0.0023444314,0.000055235065,0.0005504908,6.1985145e-7,1.8924347e-9,0.00004686163,0.024857676,0.00037057104],"about_ca_topic_score_codex":0.0009964725,"about_ca_topic_score_gemma":0.00038896909,"teacher_disagreement_score":0.028017644,"about_ca_system_score_codex":0.00046886445,"about_ca_system_score_gemma":0.0004927859,"threshold_uncertainty_score":0.9997477},"labels":[],"label_agreement":null},{"id":"W4406254600","doi":"10.1017/s1092852924001652","title":"Mental Health-Related Healthcare Resource Use and Costs of Medicaid Beneficiaries with Treatment Resistant Depression Receiving Interventional Therapy","year":2024,"lang":"en","type":"article","venue":"CNS Spectrums","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicaid; Depression (economics); Resource use; Mental health; Medicine; Health care; Psychiatry","score_opus":0.0402184863305257,"score_gpt":0.3530517993301208,"score_spread":0.3128333129995951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406254600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94260055,0.04687583,0.000013050499,0.008399441,0.00038602253,0.0008068497,0.00016232551,0.000109958324,0.00064596324],"genre_scores_gemma":[0.99716556,0.0012410621,0.00011638359,0.00013130512,0.000058702513,0.000077163546,0.00024522812,0.000037744547,0.0009268726],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99816316,0.00022007684,0.0005111625,0.0004800649,0.00025574103,0.00036977578],"domain_scores_gemma":[0.9991818,0.00018223992,0.00017318726,0.0002592658,0.00001868624,0.00018479962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024536246,0.00022995906,0.00033965826,0.0001652397,0.00030137593,0.00006676662,0.000092672635,0.000097495715,0.0005871395],"category_scores_gemma":[0.0000050907565,0.00015577892,0.00007503564,0.00022572825,0.00011405182,0.00018020207,0.000034718167,0.00015911306,0.000012556361],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008074487,0.002358789,0.14977725,0.0005788516,0.001400079,0.00034991655,0.023409968,0.000004177822,0.00041442947,0.06264073,0.004773118,0.7462182],"study_design_scores_gemma":[0.022260925,0.035192817,0.8307227,0.020167738,0.00023011488,0.0009895149,0.014598198,0.0004943729,0.0052779717,0.0030276987,0.06537588,0.0016620582],"about_ca_topic_score_codex":0.0039909515,"about_ca_topic_score_gemma":0.002264336,"teacher_disagreement_score":0.7445561,"about_ca_system_score_codex":0.00045486735,"about_ca_system_score_gemma":0.0000687129,"threshold_uncertainty_score":0.64287657},"labels":[],"label_agreement":null},{"id":"W4406256420","doi":"10.1016/j.hctj.2024.100093","title":"“When you’re in the office, it means you managed to get somewhere”: An interpretive descriptive study of the perceptions of adolescents accessing primary care for mental health services","year":2025,"lang":"en","type":"article","venue":"Health Care Transitions","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Centre for Global Health Research; Public Health Ontario; McMaster University","funders":"Lundbeck Canada; Registered Nurses’ Foundation of Ontario; Registered Nurses' Association of Ontario; H. Lundbeck A/S; Canadian Nurses Foundation","keywords":"Descriptive research; Primary care; Mental health; Perception; Descriptive statistics; Nursing; Psychology; Business; Public relations; Medicine; Family medicine; Sociology; Political science; Psychiatry","score_opus":0.027645562199185517,"score_gpt":0.3857722074040031,"score_spread":0.3581266452048176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406256420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97658795,0.0012293813,0.00044370972,0.008123138,0.0006070078,0.009133856,0.0025555934,0.000034984412,0.0012843789],"genre_scores_gemma":[0.9897519,0.00002768341,0.00028295087,0.008553147,0.000033155713,0.0007963529,0.00047474963,0.0000238078,0.00005627367],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99692875,0.0010468067,0.0007867379,0.00047370416,0.0002905364,0.00047345506],"domain_scores_gemma":[0.9988251,0.00007123095,0.00025331273,0.0005573817,0.00016712415,0.00012590016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035770095,0.0002447089,0.00049027137,0.00028739742,0.0010795116,0.00003136564,0.000580237,0.00008251179,0.000050021226],"category_scores_gemma":[0.0000023176583,0.00018086971,0.00013658508,0.0005764718,0.00008279607,0.00018836134,0.000055931465,0.00028965587,0.0000025995462],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006233694,0.0020075613,0.017810943,0.0036189093,0.000067232264,0.0000010053801,0.96640384,0.00002387446,0.00001367648,0.00014338053,0.00048246494,0.008803713],"study_design_scores_gemma":[0.0016127819,0.00095154706,0.30382723,0.0020875556,0.00005718958,8.196669e-7,0.6911914,0.000007963776,0.0000038452017,0.00001914113,0.00015536994,0.000085181724],"about_ca_topic_score_codex":0.008942842,"about_ca_topic_score_gemma":0.10031117,"teacher_disagreement_score":0.2860163,"about_ca_system_score_codex":0.0010298801,"about_ca_system_score_gemma":0.00033683612,"threshold_uncertainty_score":0.9976567},"labels":[],"label_agreement":null},{"id":"W4406274900","doi":"10.1186/s12875-024-02674-0","title":"Profiles of physician follow-up care, correlates and outcomes among patients affected by an incident mental disorder","year":2025,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Institut National de Santé Publique du Québec; Université de Montréal; Institut Universitaire en Santé Mentale de Québec; Douglas College; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research; Institut National de Santé Publique du Québec","keywords":"Medicine; Cohort; Bivariate analysis; Mental health; Logistic regression; Ambulatory care; Latent class model; Health care; Psychiatry; Family medicine; Internal medicine","score_opus":0.0074724559446245386,"score_gpt":0.29814911802840194,"score_spread":0.2906766620837774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406274900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883935,0.0029741107,0.000007806743,0.00001043191,0.00096470845,0.0012180014,0.00033541978,0.0000510499,0.0060449564],"genre_scores_gemma":[0.9957903,0.000015916781,0.000036539357,0.00022307021,0.0000121747,0.00016561792,0.0027679352,0.0000198213,0.00096861494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884397,0.00012176178,0.00027055093,0.00034941034,0.0001701608,0.00024412858],"domain_scores_gemma":[0.99940825,0.000053929594,0.00013886062,0.0002610118,0.00006833328,0.00006964924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028792,0.00021354022,0.00032461516,0.00008562097,0.00016811865,0.000020567973,0.00015471214,0.00010203345,0.000044909095],"category_scores_gemma":[0.0000047176177,0.00017967142,0.000074173404,0.00013555257,0.00008433398,0.00017734838,0.00011881016,0.000090032496,0.0000069210746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014591265,0.00036543165,0.9568237,0.00044624074,0.00006192813,0.0000010295872,0.0040516066,1.7440796e-7,0.000029066317,0.00004151543,0.0011784966,0.036854874],"study_design_scores_gemma":[0.0035698032,0.00030402123,0.9892082,0.00009435655,0.0000743253,1.0153166e-7,0.0061811404,0.0000034018906,0.00028290146,0.000017167931,0.0001131934,0.00015134034],"about_ca_topic_score_codex":0.0009665312,"about_ca_topic_score_gemma":0.0006676023,"teacher_disagreement_score":0.036703534,"about_ca_system_score_codex":0.00017061914,"about_ca_system_score_gemma":0.000030207193,"threshold_uncertainty_score":0.73267883},"labels":[],"label_agreement":null},{"id":"W4406298782","doi":"10.4103/indianjpsychiatry.indianjpsychiatry_1119_24","title":"Preamble","year":2025,"lang":"fr","type":"article","venue":"Indian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Cognition; Montreal Cognitive Assessment; Schizophrenia (object-oriented programming); Medicine; Psychology; Cognitive remediation therapy; Cognitive impairment; Clinical psychology","score_opus":0.01567825159900855,"score_gpt":0.3766199302516137,"score_spread":0.3609416786526052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406298782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42938846,0.19066906,0.00020158097,0.112015225,0.10800949,0.00039332896,0.000044962133,0.000014340851,0.15926355],"genre_scores_gemma":[0.8383784,0.0012324738,0.0047772764,0.005630345,0.0040848646,0.000008377444,0.000005819301,0.000039992898,0.1458424],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99780333,0.0002959213,0.0009903779,0.00019773198,0.00020450981,0.00050811435],"domain_scores_gemma":[0.9985588,0.00009310145,0.00067733106,0.0002960065,0.000103468345,0.00027129773],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000599746,0.00022766729,0.00041370926,0.00046838474,0.00021015358,0.0000644546,0.00045658377,0.0003109885,0.0039359163],"category_scores_gemma":[0.000015294105,0.00021384092,0.0002916917,0.000489225,0.00012473996,0.00024409838,0.000032919183,0.0006758748,0.0005538894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005200528,0.002312939,0.21470563,0.00082787126,0.0008342287,0.0005637004,0.0016916884,0.000004254723,0.0000058500345,0.060081445,0.47364163,0.24481072],"study_design_scores_gemma":[0.013180059,0.0026498872,0.1610598,0.007517062,0.0009287539,0.0025842774,0.0065557314,0.0000050963745,0.00018898929,0.12248935,0.6822521,0.00058890064],"about_ca_topic_score_codex":0.00013372145,"about_ca_topic_score_gemma":0.00015011261,"teacher_disagreement_score":0.40899,"about_ca_system_score_codex":0.0001616361,"about_ca_system_score_gemma":0.0005891802,"threshold_uncertainty_score":0.99697465},"labels":[],"label_agreement":null},{"id":"W4406385465","doi":"10.1001/jamanetworkopen.2024.54730","title":"Interventions to Reduce Mental Health Stigma in Young People","year":2025,"lang":"en","type":"review","venue":"JAMA Network Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico","keywords":"Psychological intervention; Mental health; Stigma (botany); Psychology; Psychiatry; Clinical psychology; Psychotherapist","score_opus":0.11577671709422846,"score_gpt":0.5104097438702816,"score_spread":0.39463302677605316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406385465","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004175321,0.93288565,0.000011356187,0.0021644665,0.0040439386,0.00941496,0.00023444928,0.000037550326,0.051165905],"genre_scores_gemma":[0.00012983769,0.9509049,0.00032613217,0.0006153169,0.00054042577,0.0036706948,0.0015160833,0.00005365345,0.042242944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956064,0.0011537591,0.0013841694,0.0008368784,0.00016287407,0.0008558784],"domain_scores_gemma":[0.99825364,0.00022182385,0.00051821326,0.00071120827,0.000018792625,0.00027633374],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013653899,0.00045454188,0.001988778,0.0002867955,0.00042058562,0.00027416568,0.0014872225,0.00028998463,0.0023621519],"category_scores_gemma":[0.000020078092,0.0004082332,0.0003999721,0.0014421449,0.000016796406,0.00017377951,0.001123089,0.0005675926,0.0009493715],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005640834,0.00028416887,0.0004855034,0.012241831,0.000072782146,0.0000075441135,0.00046948914,9.0814876e-7,2.5972574e-10,0.0010299839,0.2326281,0.7527233],"study_design_scores_gemma":[0.0011832062,0.00019816282,0.0044926675,0.13055414,0.000113450966,0.000021528103,0.00019745054,6.079366e-7,6.107197e-9,0.000073365394,0.86282563,0.00033978073],"about_ca_topic_score_codex":0.0071239946,"about_ca_topic_score_gemma":0.02122282,"teacher_disagreement_score":0.7523835,"about_ca_system_score_codex":0.00078495144,"about_ca_system_score_gemma":0.0002918374,"threshold_uncertainty_score":0.999837},"labels":[],"label_agreement":null},{"id":"W4406408177","doi":"10.1101/2025.01.14.25320533","title":"Comparing implementation strategies for optimizing depression care: A randomized control trial","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Randomized controlled trial; Depression (economics); Control (management); Psychology; Medicine; Computer science; Economics; Internal medicine; Artificial intelligence","score_opus":0.07566773582454871,"score_gpt":0.4431014730043189,"score_spread":0.3674337371797702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406408177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93693036,0.004566032,0.023220131,0.00020176558,0.007960856,0.016405325,0.00020458845,0.00017845168,0.010332517],"genre_scores_gemma":[0.98700386,0.0000496018,0.0010398226,0.00012839431,0.0004593822,0.0103542935,0.00065351994,0.000024234267,0.00028686138],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99733955,0.00057100697,0.0008578654,0.0006352808,0.00018523414,0.0004110863],"domain_scores_gemma":[0.9981296,0.0007592461,0.000531993,0.0004092242,0.00009276927,0.000077156816],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008079962,0.00034915225,0.0011632253,0.00018454807,0.00027354277,0.00015888868,0.00032000337,0.00026731758,0.00026995037],"category_scores_gemma":[0.000025265017,0.00029148586,0.0003961152,0.000063056315,0.00004790894,0.00008532024,0.00015824028,0.00030354154,0.000009172138],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95930564,0.00024612588,0.007894637,0.0014951996,0.0009167964,0.00000926601,0.0065086856,0.0005744634,0.000015754835,0.0046921717,0.0008493023,0.017491968],"study_design_scores_gemma":[0.9907364,0.00011802023,0.00064081035,0.00026341062,0.000633213,5.6924085e-7,0.003977957,0.0009675357,0.0001480243,0.0018578587,0.0003829114,0.00027326265],"about_ca_topic_score_codex":0.0010396482,"about_ca_topic_score_gemma":0.00015001277,"teacher_disagreement_score":0.050073557,"about_ca_system_score_codex":0.00013825485,"about_ca_system_score_gemma":0.00014029758,"threshold_uncertainty_score":0.99995375},"labels":[],"label_agreement":null},{"id":"W4406433042","doi":"10.1016/s0084-3970(09)79062-0","title":"10.1016/s0084-3970(09)79062-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Parity (physics); Psychiatry; Medicine; Mental health; Mental health care; Mental healthcare; Health insurance; Health care; Political science","score_opus":0.016283386256229892,"score_gpt":0.2792310654750543,"score_spread":0.2629476792188244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406433042","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00789289,0.00018701253,1.8159207e-7,0.0004875884,0.00000837612,0.00040800314,0.000023692855,0.00014060164,0.99085164],"genre_scores_gemma":[0.0002814533,2.883664e-7,0.000042448948,0.000038102204,0.0002218026,0.00010168657,0.000045690107,0.00002894549,0.99923956],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988585,0.00006350819,0.00021584831,0.00030602544,0.0001358659,0.00042024945],"domain_scores_gemma":[0.9993461,0.000046602152,0.000032991236,0.00035400948,0.000014724348,0.00020559231],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010342777,0.00016202677,0.00018274659,0.00006896,0.00013995363,0.000026332704,0.00022032126,0.00008694208,0.9997916],"category_scores_gemma":[0.000003118306,0.00014569797,0.00005655156,0.00016647995,0.000026523869,0.000075303535,0.000026578611,0.00010077239,0.9994945],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017610172,0.00016518572,0.0000011989223,0.000005475164,0.000020669731,0.00001918727,0.00007010649,0.0000010146921,0.0000027237227,0.000004655241,0.18656625,0.8129674],"study_design_scores_gemma":[0.00063792226,0.000276406,0.00033820825,0.000013984982,0.000017733028,0.000012136133,0.0000042415268,0.000006643975,0.000035521545,0.000015481408,0.99848545,0.00015628117],"about_ca_topic_score_codex":0.0001562562,"about_ca_topic_score_gemma":6.2307004e-7,"teacher_disagreement_score":0.81281114,"about_ca_system_score_codex":0.000049961316,"about_ca_system_score_gemma":0.000009214081,"threshold_uncertainty_score":0.59413904},"labels":[],"label_agreement":null},{"id":"W4406546255","doi":"10.1007/s00127-025-02813-7","title":"Social inequalities in youth mental health in Canada, 2007–2022: a population-based repeated cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Cross-sectional study; Mental health; Epidemiology; Inequality; Public health; Social epidemiology; Population; Psychology; Gerontology; Environmental health; Demography; Medicine; Psychiatry; Social determinants of health; Sociology","score_opus":0.07435172780747357,"score_gpt":0.4334840891608102,"score_spread":0.35913236135333665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406546255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96644163,0.0041660746,0.000012555623,0.017977975,0.007904581,0.0013556258,0.00039605724,0.000045017787,0.00170047],"genre_scores_gemma":[0.9904506,0.00003202783,0.00007648547,0.0074456153,0.0006859254,0.00015120595,0.0006349864,0.000021999751,0.0005011604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934111,0.0025706908,0.0020253896,0.00088549586,0.00017745528,0.0009298492],"domain_scores_gemma":[0.9986175,0.00044450792,0.0005774721,0.00020501425,0.000031228767,0.0001243249],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025678251,0.00036714858,0.0009626858,0.0005546502,0.0010503981,0.00001867133,0.00023024589,0.00033640777,0.00033824463],"category_scores_gemma":[0.00005935379,0.00037820885,0.00012865048,0.00108456,0.00009443613,0.00007875552,0.000046744066,0.0006599749,0.0000061648793],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087017,0.00090691785,0.9732459,0.000096544034,0.000088462315,0.0000018382422,0.0019329288,0.000012650971,1.8016426e-8,0.013577998,0.008174248,0.0010923314],"study_design_scores_gemma":[0.0052515105,0.00022736401,0.9792919,0.000019063664,0.000021607902,0.0000014809392,0.0073273955,0.000037310947,9.765525e-9,0.007377589,0.00019203425,0.0002527135],"about_ca_topic_score_codex":0.9213103,"about_ca_topic_score_gemma":0.9091376,"teacher_disagreement_score":0.024008952,"about_ca_system_score_codex":0.0008333897,"about_ca_system_score_gemma":0.001265432,"threshold_uncertainty_score":0.99986696},"labels":[],"label_agreement":null},{"id":"W4406565592","doi":"10.1016/s9999-9994(09)20597-6","title":"10.1016/s9999-9994(09)20597-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychology; Cognition; Psychotherapist; Clinical psychology; Cognitive behavioral therapy; Psychiatry","score_opus":0.016524958948262336,"score_gpt":0.28259194776625507,"score_spread":0.26606698881799273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406565592","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064039393,0.00020215548,2.1950368e-7,0.0004502301,0.000010103909,0.00042284804,0.000026403508,0.00014756808,0.9923365],"genre_scores_gemma":[0.0011988705,3.0777585e-7,0.000048504255,0.00016376565,0.00022970898,0.00010764467,0.00004718279,0.00003032873,0.9981737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882346,0.00006535474,0.00022141472,0.00031734945,0.00014188512,0.0004305257],"domain_scores_gemma":[0.99931884,0.000049117043,0.00003512837,0.0003662432,0.000016148771,0.00021451787],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010489764,0.0001685019,0.00018901222,0.00007169117,0.00014068298,0.00002791459,0.0002286416,0.00008886144,0.99969625],"category_scores_gemma":[0.0000034338823,0.0001515667,0.00005604289,0.00019333951,0.000027440767,0.00008024258,0.000026387308,0.00010401597,0.99926203],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001709909,0.0001582279,0.000001390925,0.0000053502804,0.00002074082,0.000019057135,0.00004875182,0.00000113721,0.0000028294712,0.000006035155,0.30856472,0.69100076],"study_design_scores_gemma":[0.00067320873,0.00029319988,0.00048046932,0.000015619082,0.000018146615,0.000011988353,0.000003510693,0.000008190002,0.00003458123,0.000016383967,0.99828166,0.0001630176],"about_ca_topic_score_codex":0.00015994548,"about_ca_topic_score_gemma":6.882462e-7,"teacher_disagreement_score":0.69083774,"about_ca_system_score_codex":0.000051177052,"about_ca_system_score_gemma":0.000009260482,"threshold_uncertainty_score":0.6180711},"labels":[],"label_agreement":null},{"id":"W4406639000","doi":"10.2196/66925","title":"Impact of a Virtual Reality Intervention on Stigma, Empathy, and Attitudes Toward Patients With Psychotic Disorders Among Mental Health Care Professionals: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council","keywords":"Mental health; Empathy; Psychological intervention; Clinical psychology; Interpersonal Reactivity Index; Psychology; Randomized controlled trial; Intervention (counseling); Psychiatry; Stigma (botany); Social stigma; Medicine; Perspective-taking; Family medicine","score_opus":0.018626197629485766,"score_gpt":0.4420950616479366,"score_spread":0.42346886401845085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406639000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693388,0.0013827428,0.000017154132,0.0015438071,0.0015011866,0.02532599,0.0003883811,0.00005415031,0.00044782457],"genre_scores_gemma":[0.99561095,0.00011839556,0.000022579821,0.00044472274,0.000043503584,0.0023726586,0.0009563057,0.000029031758,0.0004018571],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9948199,0.001935572,0.0014770951,0.00064851396,0.00050902716,0.000609904],"domain_scores_gemma":[0.9979055,0.000266667,0.0011243672,0.00032655307,0.000058662477,0.00031827547],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011201403,0.00044474163,0.0018734189,0.0003091535,0.00055356964,0.0000316436,0.00017463538,0.000127871,0.00021657973],"category_scores_gemma":[0.00001776357,0.0002870517,0.00046168905,0.00024855242,0.00026985357,0.00016625995,0.0000682648,0.00028454608,0.0000057901793],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.88469464,0.007835453,0.059994683,0.00053464377,0.000661648,4.7075002e-7,0.015507059,5.624089e-7,1.4656595e-7,0.0003809115,0.002600986,0.027788801],"study_design_scores_gemma":[0.6520587,0.008838474,0.33356535,0.0010367788,0.000033016346,3.119371e-7,0.0042713373,0.00001159051,8.123299e-7,0.00003300281,0.000008544214,0.00014208797],"about_ca_topic_score_codex":0.004568675,"about_ca_topic_score_gemma":0.0013357216,"teacher_disagreement_score":0.27357066,"about_ca_system_score_codex":0.0009795765,"about_ca_system_score_gemma":0.00025704585,"threshold_uncertainty_score":0.99995816},"labels":[],"label_agreement":null},{"id":"W4406775312","doi":"10.1136/bmjment-2024-301425","title":"Minimally important change on the Columbia Impairment Scale and Strengths and Difficulties Questionnaire in youths seeking mental healthcare","year":2025,"lang":"en","type":"article","venue":"BMJ Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Health Sciences Centre; SickKids Foundation; University of Toronto; McMaster University; Public Health Ontario; Hospital for Sick Children; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health","funders":"Margaret and Wallace McCain Centre for Child, Youth and Family Mental Health; Canadian Institutes of Health Research; Ontario SPOR SUPPORT Unit","keywords":"Mental health; Strengths and Difficulties Questionnaire; Scale (ratio); Psychology; Clinical psychology; Credibility; Medicine; Psychiatry; Geography","score_opus":0.028421023491769244,"score_gpt":0.3877750998504527,"score_spread":0.3593540763586835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406775312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9476413,0.007540268,2.7768368e-7,0.03944333,0.00080984615,0.0040170867,0.00018929479,0.000051131137,0.0003074302],"genre_scores_gemma":[0.99132323,0.0010038821,0.00003572632,0.0060189883,0.00008529899,0.00078667526,0.00008017409,0.000019650875,0.0006463971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754876,0.00036868177,0.0006813058,0.000537801,0.0002444221,0.0006190272],"domain_scores_gemma":[0.99917,0.000101014564,0.00023614372,0.0002590348,0.00001478709,0.00021899508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007102676,0.00025605535,0.00036565433,0.000125599,0.0008143774,0.00008111157,0.00012496345,0.00010103238,0.00006553546],"category_scores_gemma":[0.000008666801,0.00021468816,0.000041408468,0.00021484197,0.0001349486,0.00009878961,0.00012521577,0.0002475576,0.000008006015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052673544,0.0009416972,0.8609725,0.00061884697,0.000042319996,0.000022166261,0.034177084,3.4709828e-8,0.000010116901,0.0013650785,0.0045738798,0.09674949],"study_design_scores_gemma":[0.002607404,0.0013094827,0.96582776,0.0018112006,0.000009994265,0.000029619676,0.027266813,0.00011430564,0.000013224317,0.00014823065,0.0006485293,0.00021341171],"about_ca_topic_score_codex":0.03030326,"about_ca_topic_score_gemma":0.060012057,"teacher_disagreement_score":0.10485524,"about_ca_system_score_codex":0.00059764803,"about_ca_system_score_gemma":0.000083069644,"threshold_uncertainty_score":0.976154},"labels":[],"label_agreement":null},{"id":"W4406794751","doi":"10.2196/67078","title":"Attitudes Toward Psychotherapeutic Treatment and Health Literacy in a Large Sample of the General Population in Germany: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Mental health literacy; Health literacy; Psychology; Literacy; German; Population; Clinical psychology; Cross-sectional study; Psychological intervention; Stigma (botany); Psychiatry; Medicine; Mental illness; Health care; Environmental health","score_opus":0.08667445536462762,"score_gpt":0.480263010204688,"score_spread":0.3935885548400604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406794751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894898,0.0033892156,0.000017945287,0.0047961525,0.00033933762,0.0017889958,0.000058176476,0.000015911673,0.00010447184],"genre_scores_gemma":[0.99702495,0.0002681417,0.00003400701,0.0019289182,0.000035110323,0.00035214284,0.000048720765,0.000008032511,0.0002999962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978071,0.00056967733,0.0006589844,0.00037838778,0.00011984193,0.00046601298],"domain_scores_gemma":[0.9992976,0.00012946501,0.00018667156,0.00022438203,0.000025438138,0.00013642147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001162753,0.00014843458,0.00035422406,0.0002135469,0.00020463752,0.000060194805,0.00009141015,0.00006188537,0.000038909468],"category_scores_gemma":[0.000008829048,0.00010821906,0.000030309002,0.00045711052,0.000034820117,0.00010938804,0.000029147375,0.00011968448,8.086324e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010579276,0.0012955691,0.95425564,0.00016244018,0.000018302839,5.5296977e-7,0.0036202008,5.752292e-7,2.3351556e-7,0.0012166318,0.00002347837,0.03930058],"study_design_scores_gemma":[0.0034003144,0.00038147112,0.99435043,0.000019502006,2.073369e-7,0.0000019759116,0.00015330536,0.00007770452,3.9970914e-8,0.00016678119,0.0013835302,0.00006473641],"about_ca_topic_score_codex":0.013434635,"about_ca_topic_score_gemma":0.014424154,"teacher_disagreement_score":0.04009479,"about_ca_system_score_codex":0.0003086011,"about_ca_system_score_gemma":0.00017850212,"threshold_uncertainty_score":0.993135},"labels":[],"label_agreement":null},{"id":"W4406891502","doi":"10.31542/fhxvj584","title":"Identifying Gaps in Care Upon Discharge from Inpatient Psychiatry Settings to the Community","year":2025,"lang":"en","type":"article","venue":"MacEwan University Student eJournal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"MacEwan University","keywords":"Inpatient care; Psychiatry; Medicine; Psychology; Political science; Health care","score_opus":0.019141826720948947,"score_gpt":0.3507374230543832,"score_spread":0.3315955963334343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406891502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97906756,0.0005738111,0.00012510415,0.005638452,0.0019516158,0.00056376023,0.0000728653,0.000029456807,0.011977399],"genre_scores_gemma":[0.99684644,0.000025756919,0.00014335969,0.0012136758,0.00007075817,0.0000038790604,0.0000377135,0.0000081931,0.0016502476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829316,0.0006059018,0.00024978357,0.00023825432,0.00026000134,0.00035291535],"domain_scores_gemma":[0.99923974,0.00009231779,0.00012400886,0.0003842136,0.000041851777,0.00011786199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003247191,0.00016836023,0.00020113353,0.0002755908,0.0012983021,0.00008226768,0.0008608611,0.00007209829,0.00036217115],"category_scores_gemma":[0.000005220055,0.00014426198,0.000088995126,0.00045709865,0.000028980256,0.00011903505,0.00049128546,0.00073479675,0.00010801262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002752096,0.00054188835,0.9323252,0.000038440525,0.00012362283,0.000040066872,0.052805953,0.000012253695,0.000014838921,0.0013358259,0.0057854904,0.006701212],"study_design_scores_gemma":[0.0016921707,0.00008197017,0.78474474,0.00024731143,0.00005599161,0.0000014805588,0.20287398,0.0000023733373,0.000029036677,0.00012893662,0.010027004,0.00011498571],"about_ca_topic_score_codex":0.005220291,"about_ca_topic_score_gemma":0.01736183,"teacher_disagreement_score":0.15006801,"about_ca_system_score_codex":0.000508358,"about_ca_system_score_gemma":0.000041725812,"threshold_uncertainty_score":0.99856216},"labels":[],"label_agreement":null},{"id":"W4406905198","doi":"10.3390/jcm14030844","title":"A Dimensional Diagnostic Strategy for Depressive Disorders","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; University of Calgary","keywords":"Categorical variable; Medicine; Vulnerability (computing); Population health; Categorization; Distress; Population; Depression (economics); Scale (ratio); Mental health; Data collection; Clinical psychology; Psychiatry; Machine learning; Environmental health; Artificial intelligence; Statistics","score_opus":0.11378306955479328,"score_gpt":0.5543881705008942,"score_spread":0.4406051009461009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406905198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9033335,0.012158063,0.0027436533,0.037284624,0.014661304,0.0010238229,0.000012228995,0.000017150456,0.028765641],"genre_scores_gemma":[0.9939269,0.00029019214,0.00015518647,0.0024917657,0.0011358941,0.000024428236,0.000005004513,0.0000074418676,0.0019632338],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99793756,0.00015590369,0.0013749069,0.00015013793,0.00018771764,0.0001938004],"domain_scores_gemma":[0.98853344,0.010424327,0.0006051223,0.00012984616,0.00013577136,0.00017150387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042817,0.00010526696,0.00055726955,0.00010637494,0.00008346607,0.0000044146395,0.00017605678,0.000115104136,0.00070332544],"category_scores_gemma":[0.0027558696,0.000063647414,0.00017339467,0.00011412856,0.00015881936,0.0000533448,0.000019225876,0.00029697563,0.000011705752],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023219609,0.0012644136,0.12062151,0.00009922379,0.0005122839,0.000093251794,0.00012243036,0.000019885038,0.000005042838,0.007083232,0.15063359,0.71722317],"study_design_scores_gemma":[0.024686228,0.0069142655,0.8879391,0.0012838183,0.00063432445,0.000031473588,0.00050079095,0.00007708603,0.000013931547,0.044352766,0.03342605,0.00014019659],"about_ca_topic_score_codex":0.000031625757,"about_ca_topic_score_gemma":0.000019448273,"teacher_disagreement_score":0.7673176,"about_ca_system_score_codex":0.000017280949,"about_ca_system_score_gemma":0.00006296437,"threshold_uncertainty_score":0.770092},"labels":[],"label_agreement":null},{"id":"W4406918683","doi":"10.2196/58992","title":"Mobilizing Health Promotion Through Canada’s Student Mental Health Network: Concurrent, Mixed Methods Process Evaluation","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University; University of Waterloo","funders":"","keywords":"Preprint; Formative assessment; Mental health; Queen (butterfly); Library science; Sociology; Psychology; Computer science; World Wide Web; Pedagogy","score_opus":0.2428307662784702,"score_gpt":0.653071902562441,"score_spread":0.41024113628397074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406918683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.810675,0.021303093,0.0049783597,0.05594221,0.013119908,0.03471042,0.00026512216,0.00024937338,0.058756474],"genre_scores_gemma":[0.99389046,0.00016423305,0.00030642375,0.00068574905,0.00012163032,0.0033819366,0.0004477218,0.000020543563,0.0009812717],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99020684,0.005553123,0.0008680185,0.00053406536,0.0014289921,0.0014089704],"domain_scores_gemma":[0.9983502,0.00031543357,0.00035402828,0.00034791062,0.00039582732,0.00023658058],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009007292,0.00024423876,0.0004565135,0.00020661726,0.001817802,0.00008382402,0.0003908966,0.00008561116,0.00046874283],"category_scores_gemma":[0.00003122667,0.00021008692,0.000056868794,0.0011286574,0.00011692943,0.000423226,0.00018981587,0.000651638,0.00003443864],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014517397,0.0017560292,0.0032570448,0.0010081878,0.00018756297,0.0000015873022,0.04320383,0.000027867623,0.000003204862,0.009885368,0.1954262,0.74509794],"study_design_scores_gemma":[0.024988791,0.012357276,0.47637224,0.005553305,0.00007120633,0.000034711695,0.29422265,0.013037868,0.0014330382,0.015148251,0.15514936,0.0016312905],"about_ca_topic_score_codex":0.10771821,"about_ca_topic_score_gemma":0.15234719,"teacher_disagreement_score":0.7434667,"about_ca_system_score_codex":0.004442533,"about_ca_system_score_gemma":0.0032137737,"threshold_uncertainty_score":0.9994817},"labels":[],"label_agreement":null},{"id":"W4407051119","doi":"10.4103/jehp.jehp_176_24","title":"The effect of intervention based on adapted mental health literacy curriculum on attitude and help-seeking intention in high school students in Iran","year":2025,"lang":"en","type":"article","venue":"Journal of Education and Health Promotion","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Iran University of Medical Sciences","keywords":"Mental health; Curriculum; Intervention (counseling); Mental health literacy; Psychology; Literacy; Repeated measures design; Help-seeking; Clinical psychology; Psychiatry; Pedagogy; Mental illness","score_opus":0.03225266470474924,"score_gpt":0.4795067577258515,"score_spread":0.44725409302110225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407051119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844159,0.001423888,0.00007421065,0.011342251,0.0015702549,0.0010922964,0.000001880851,0.0000037710395,0.000075581134],"genre_scores_gemma":[0.99885315,0.00035511242,0.000045779554,0.0004831312,0.000046932702,0.00004882487,0.000023362754,0.000005471568,0.00013826275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778646,0.00084635813,0.0008333211,0.00015620286,0.0002028206,0.00017480835],"domain_scores_gemma":[0.99894404,0.00009269858,0.0007259678,0.00009197807,0.000048164085,0.00009715176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025641322,0.00010926883,0.00026321772,0.0005444061,0.00017942501,0.000042668835,0.00008111038,0.000050057355,0.000027390288],"category_scores_gemma":[0.000037899583,0.00007731918,0.000041601284,0.00026393708,0.000020148807,0.00015129849,0.000014265472,0.000280416,0.0000016909618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005077465,0.0024432947,0.73455334,0.0004906076,0.000013406172,4.9156245e-7,0.00075288466,0.000002194752,0.000005657744,0.00036770882,0.0003609585,0.26050174],"study_design_scores_gemma":[0.0041203867,0.0055777906,0.98378,0.005180009,0.000006653945,0.0000038657954,0.00079821225,0.00025370723,0.00001734446,0.00013325101,0.000087417066,0.00004132298],"about_ca_topic_score_codex":0.0009133731,"about_ca_topic_score_gemma":0.00038140625,"teacher_disagreement_score":0.2604604,"about_ca_system_score_codex":0.0005777322,"about_ca_system_score_gemma":0.000090944326,"threshold_uncertainty_score":0.31529847},"labels":[],"label_agreement":null},{"id":"W4407135391","doi":"10.32388/aidb6t","title":"Delivering Psychiatric Assessment and Treatment in Low-Resource Settings: A Potential Model for Neurodevelopmental Disorders, Developmental Disorders, Psychiatric Morbidity, and Complex Biomedical Multimorbidity","year":2025,"lang":"en","type":"preprint","venue":"Qeios","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychiatry; Multimorbidity; Medicine; Psychology; Comorbidity","score_opus":0.03772936707608996,"score_gpt":0.36230199507395094,"score_spread":0.32457262799786096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407135391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98078054,0.0011016155,0.006267438,0.0017770574,0.0018147363,0.0058980454,0.001082506,0.00016206794,0.0011160198],"genre_scores_gemma":[0.95756984,0.0013156442,0.03612988,0.00035419865,0.00019401588,0.0020639119,0.0018356078,0.0000792843,0.0004576084],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99541736,0.00022107558,0.0011153491,0.0018322977,0.0004141501,0.0009997931],"domain_scores_gemma":[0.9986304,0.00017947394,0.00039828997,0.0004116612,0.000028297376,0.0003518752],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034911773,0.0009574285,0.00094481395,0.0008177494,0.00062633306,0.00013920519,0.00044237048,0.00054912874,0.00014007631],"category_scores_gemma":[0.0000100348025,0.00094114675,0.0002146704,0.00035555052,0.0001933012,0.0001138122,0.0010346515,0.00063704187,0.0000065463205],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016564451,0.01214386,0.40768418,0.0038348401,0.0011650088,0.00006639997,0.0081831645,0.001836597,0.00005122908,0.0006584681,0.0072553083,0.5554645],"study_design_scores_gemma":[0.014846074,0.00060289406,0.7055382,0.0003455881,0.00037436018,0.00003131615,0.0010585327,0.2718033,0.000003068486,0.0014184562,0.0024414414,0.0015367692],"about_ca_topic_score_codex":0.0025853072,"about_ca_topic_score_gemma":0.0026451743,"teacher_disagreement_score":0.5539277,"about_ca_system_score_codex":0.0007750227,"about_ca_system_score_gemma":0.0004110932,"threshold_uncertainty_score":0.99930394},"labels":[],"label_agreement":null},{"id":"W4407186088","doi":"10.1001/jamapsychiatry.2024.4378","title":"Effective Treatment for Mental and Substance Use Disorders in 21 Countries","year":2025,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Medicine; Marital status; Psychiatry; Anxiety; Mood; Mood disorders; Cross-sectional study; Guideline; Clinical psychology; Population; Environmental health","score_opus":0.01297074202874853,"score_gpt":0.3487727793680468,"score_spread":0.33580203733929825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407186088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809453,0.00459223,0.000047148722,0.0054437467,0.002543126,0.0023574878,0.000114581526,0.00003511183,0.003921276],"genre_scores_gemma":[0.9934512,0.00031820597,0.0003823014,0.0009585464,0.00008660112,0.001360162,0.000052736872,0.000015415866,0.003374838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990127,0.00006463171,0.00021021607,0.00035716823,0.000057603836,0.000297681],"domain_scores_gemma":[0.9994634,0.00023982844,0.00005880921,0.0001793021,0.000010808405,0.000047855472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008857503,0.00017990461,0.00021242356,0.0001235042,0.00017056741,0.000053227104,0.00006883466,0.000107580454,0.00006199006],"category_scores_gemma":[0.0000041575927,0.0001528564,0.000053827134,0.00015221736,0.00006223733,0.00017059194,0.000011109777,0.000067579196,0.0000148256295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018594634,0.0006849828,0.8962161,0.00010090221,0.00011460664,0.0000012771144,0.0015563183,3.6136086e-7,0.0000023437196,0.025117114,0.0063071614,0.06803937],"study_design_scores_gemma":[0.013516195,0.00060996384,0.9459039,0.00015532863,0.000050796873,0.0000017841465,0.0013328507,0.000023523116,0.000043350854,0.005781741,0.03239506,0.00018549913],"about_ca_topic_score_codex":0.00085123454,"about_ca_topic_score_gemma":0.011372406,"teacher_disagreement_score":0.067853875,"about_ca_system_score_codex":0.00016980105,"about_ca_system_score_gemma":0.000023888397,"threshold_uncertainty_score":0.63460696},"labels":[],"label_agreement":null},{"id":"W4407280991","doi":"10.1186/s13033-024-00658-2","title":"Barriers to 12-month treatment of common anxiety, mood, and substance use disorders in the World Mental Health (WMH) surveys","year":2025,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"Ortho-McNeil Pharmaceutical; Canadian Institutes of Health Research; Health Canada; Pan American Health Organization; Pfizer Foundation; U.S. Public Health Service; National Institute on Drug Abuse; Substance Abuse and Mental Health Services Administration; Eli Lilly and Company; John D. and Catherine T. MacArthur Foundation; Provincial Health Services Authority; South African Medical Research Council; University of British Columbia; Fogarty International Center; National Institute of Mental Health; John W. Alden Trust; Robert Wood Johnson Foundation","keywords":"Anxiety; Mental health; Psychiatry; Mood; Health administration; Substance use; Mood disorders; Psychology; Clinical psychology; Medicine; Public health; Nursing","score_opus":0.03580071598880426,"score_gpt":0.4031447702110333,"score_spread":0.36734405422222904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407280991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95775366,0.006945103,0.00004768427,0.026327971,0.0051992475,0.0020407687,0.0003826973,0.000008954571,0.0012939143],"genre_scores_gemma":[0.9955447,0.0017344825,0.000051291776,0.0013781482,0.00010493651,0.000064110514,0.000061015588,0.000014853201,0.0010464928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960198,0.0013099669,0.0014093859,0.0002550399,0.0006133198,0.00039250174],"domain_scores_gemma":[0.9983,0.00026228614,0.0008400554,0.00020366097,0.00006487125,0.00032909607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019553066,0.000231173,0.0005864969,0.00051707786,0.00022584465,0.000072967094,0.00042881485,0.000048091675,0.000049923878],"category_scores_gemma":[0.00000929485,0.00016661444,0.00010875427,0.0003043262,0.00006899803,0.00021902859,0.000035237517,0.00016283133,0.0000036962795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013694097,0.0014415388,0.9074077,0.00014803695,0.00033434012,0.0000128791435,0.017503658,0.000038817878,0.000009174352,0.0019874785,0.010485175,0.059261777],"study_design_scores_gemma":[0.012557685,0.004050792,0.90889657,0.0024309892,0.000021573256,0.00019981933,0.022574278,0.00012079038,0.00004541679,0.00012986199,0.048686787,0.0002854537],"about_ca_topic_score_codex":0.019271739,"about_ca_topic_score_gemma":0.06667117,"teacher_disagreement_score":0.058976322,"about_ca_system_score_codex":0.0015237186,"about_ca_system_score_gemma":0.0001881806,"threshold_uncertainty_score":0.98725903},"labels":[],"label_agreement":null},{"id":"W4407362125","doi":"10.1007/s40615-025-02306-y","title":"Barriers to Accessing Mental Health Services That Impact Black Canadians: A Scoping Review and Thematic Analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Racial and Ethnic Health Disparities","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mental health; Thematic analysis; Quality of Life Research; Thematic map; Epidemiology; Public health; Gerontology; Environmental health; Psychology; Sociology; Medicine; Geography; Qualitative research; Psychiatry; Nursing; Social science; Cartography","score_opus":0.09145660062413868,"score_gpt":0.5171066879283537,"score_spread":0.425650087304215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407362125","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027318118,0.9909877,0.000013545343,0.00541374,0.00047228017,0.0023860268,0.00029569905,0.000011099196,0.00014670307],"genre_scores_gemma":[0.00026613017,0.9874428,0.000059438164,0.0116185695,0.00016033465,0.0000709825,0.00006172666,0.000026693771,0.00029332866],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953724,0.0009963356,0.002041304,0.0004124023,0.00034519652,0.0008323657],"domain_scores_gemma":[0.99534714,0.00039487486,0.00213974,0.0002611683,0.00005667045,0.0018003847],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020886615,0.0005390652,0.004705564,0.00093833747,0.00073247304,0.00016348445,0.00034112995,0.00019391323,0.00036997558],"category_scores_gemma":[0.000043751374,0.0003761291,0.00056420366,0.0009845168,0.000107613094,0.00032684873,0.00010645554,0.0005668072,0.0000041013222],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021528778,0.00002606958,0.00028826483,0.41113007,0.00089617487,0.000009504373,0.004586909,1.953296e-7,6.8694495e-10,0.000021918051,0.0016690133,0.5813503],"study_design_scores_gemma":[0.00054492726,0.000489882,0.0013553628,0.9671344,0.003984825,0.00013093007,0.004043575,0.0000020727705,1.1828259e-8,0.00004760834,0.02182481,0.0004415941],"about_ca_topic_score_codex":0.013628005,"about_ca_topic_score_gemma":0.018372277,"teacher_disagreement_score":0.5809088,"about_ca_system_score_codex":0.0006389547,"about_ca_system_score_gemma":0.002633935,"threshold_uncertainty_score":0.99986905},"labels":[],"label_agreement":null},{"id":"W4407565047","doi":"10.1016/j.lana.2025.101027","title":"Prevalence and moderators of depression symptoms among Black individuals in Western Countries: a systematic review and meta-analysis among 1.3 million people in 421 studies","year":2025,"lang":"en","type":"review","venue":"The Lancet Regional Health - Americas","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Library and Archives Canada; McGill University; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Public Health Agency of Canada; Canadian Institutes of Health Research; University of Ottawa","keywords":"Meta-analysis; Depression (economics); Psychology; Psychiatry; Gerontology; Clinical psychology; Medicine; Demography; Sociology; Internal medicine; Economics","score_opus":0.17096628816558307,"score_gpt":0.48308907707754906,"score_spread":0.312122788911966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407565047","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005247352,0.9871656,0.000003838373,0.0010136042,0.000033184017,0.006319384,0.00016959486,0.000016873943,0.000030608368],"genre_scores_gemma":[0.005201112,0.9899319,0.0000146688335,0.0015128184,0.000021450078,0.002718371,0.00005361342,0.000023617133,0.00052248983],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9932043,0.0029911401,0.0020983573,0.0007603948,0.00041886617,0.0005269226],"domain_scores_gemma":[0.9943803,0.0023023465,0.0023373773,0.0007993371,0.00006205167,0.00011858259],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023952387,0.0005626574,0.010689289,0.0005404992,0.00014329633,0.000026302883,0.0004293181,0.00016872701,0.00003273967],"category_scores_gemma":[0.00007472525,0.00031140118,0.0004412872,0.0016085067,0.00046044524,0.00011856836,0.00020101413,0.00043102674,0.0000048926872],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013282923,0.00008465998,0.05143044,0.93126065,0.013123102,0.000005939645,0.0024749418,0.0000019311638,1.4191374e-10,0.000048680813,0.00036882717,0.0011875727],"study_design_scores_gemma":[0.0009809776,0.00027058827,0.054493204,0.56981903,0.37113193,0.00003095187,0.00092521484,0.000024040044,1.9106617e-8,0.00011051939,0.0014711599,0.0007423465],"about_ca_topic_score_codex":0.0014189543,"about_ca_topic_score_gemma":0.0013022212,"teacher_disagreement_score":0.36144158,"about_ca_system_score_codex":0.00019359759,"about_ca_system_score_gemma":0.00012086733,"threshold_uncertainty_score":0.9999338},"labels":[],"label_agreement":null},{"id":"W4407607268","doi":"10.22541/au.173974370.01817633/v1","title":"A fidelity assessment of Early Psychosis Intervention Services in British Columbia, Canada.","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministry of Health; University of British Columbia","funders":"","keywords":"Psychosis; Fidelity; Intervention (counseling); Psychology; Psychiatry; Political science; Computer science; Telecommunications","score_opus":0.024126169090142313,"score_gpt":0.39380184181290584,"score_spread":0.3696756727227635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407607268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9602028,0.0005288111,0.00003900919,0.000154804,0.0021575133,0.0010982044,0.0005995129,0.000027840782,0.035191514],"genre_scores_gemma":[0.979985,0.00005156354,0.00031013586,0.00030140916,0.000031592004,0.00051162014,0.00031667965,0.000009873578,0.018482147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977333,0.0002213456,0.00091459596,0.0005833253,0.00025895756,0.00028848634],"domain_scores_gemma":[0.9989217,0.000058873513,0.0003765584,0.00048020246,0.000088882836,0.0000737756],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032241663,0.00015271576,0.0004982007,0.00008081421,0.000053531974,0.00012613318,0.00041749206,0.00025969595,0.0046606287],"category_scores_gemma":[0.0000020745592,0.00024937515,0.00012714321,0.00017943006,0.000020554275,0.00005209607,0.0003357188,0.00039647444,0.0000028921306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016116739,0.0007077506,0.9373419,0.0018051517,0.00013359364,0.000022608498,0.0001042277,0.0000023868283,2.2467577e-7,0.000050306782,0.0057004904,0.054115195],"study_design_scores_gemma":[0.0009340746,0.00006701163,0.9955104,0.0017600287,0.00003979295,9.985071e-7,0.0004401864,0.00006264534,0.0000018576189,0.00055771734,0.00046864405,0.00015665685],"about_ca_topic_score_codex":0.99979323,"about_ca_topic_score_gemma":0.9999335,"teacher_disagreement_score":0.058168437,"about_ca_system_score_codex":0.00050391105,"about_ca_system_score_gemma":0.00021281083,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W4407622229","doi":"10.21203/rs.3.rs-6019878/v1","title":"The Service Needs Index: A Tool to Quantify Complexity and Identify Treatment Needs in Youth Mental Health Services","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Servier; Eli Lilly and Company","keywords":"Mental health; Index (typography); Mental health service; Service (business); Psychology; Business; Applied psychology; Computer science; Psychiatry; Marketing; World Wide Web","score_opus":0.1971256297121652,"score_gpt":0.5171622788260255,"score_spread":0.3200366491138603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407622229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9597191,0.007778593,0.0000052194946,0.018346585,0.0010674534,0.0075366013,0.0023166449,0.000093774004,0.0031360013],"genre_scores_gemma":[0.9900527,0.0015441772,0.000046397683,0.0009437319,0.0001860115,0.0014923431,0.0011109374,0.00004450012,0.004579193],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99382645,0.0016923153,0.0009008342,0.00095684646,0.0010096183,0.001613933],"domain_scores_gemma":[0.9972733,0.00045977416,0.00021312476,0.0013400601,0.00023530838,0.00047838545],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023582077,0.00057006243,0.00079145114,0.0015053229,0.001466009,0.00057487434,0.0010534902,0.0004056622,0.00021095572],"category_scores_gemma":[0.000013053044,0.00042373178,0.00013466613,0.002129321,0.00017078937,0.000114310074,0.0021469677,0.0012591231,0.00019308772],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055516236,0.003931162,0.37485576,0.012829334,0.0011898406,0.00007684142,0.3965029,0.000057697864,0.0000126643345,0.01955523,0.0031782987,0.18225864],"study_design_scores_gemma":[0.0060230335,0.0017978265,0.7358564,0.005755665,0.00006370343,0.000010488169,0.22294965,0.00075792783,0.00004105514,0.003082569,0.022808803,0.0008528818],"about_ca_topic_score_codex":0.1258225,"about_ca_topic_score_gemma":0.042560592,"teacher_disagreement_score":0.36100063,"about_ca_system_score_codex":0.0013234552,"about_ca_system_score_gemma":0.00046422673,"threshold_uncertainty_score":0.99983394},"labels":[],"label_agreement":null},{"id":"W4407676980","doi":"10.1093/schbul/sbaf007.029","title":"29 THE RISK FACTOR ANALYSIS OF COGNITIVE IMPAIRMENT IN PATIENTS WITH FIRST-EPISODE SCHIZOPHRENIA IN VOCATIONAL COLLEGES AND UNIVERSITIES","year":2025,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Vocational education; Cognitive impairment; Psychology; Cognition; Clinical psychology; Risk factor; Psychiatry; Medicine; Internal medicine; Pedagogy","score_opus":0.007143072217051224,"score_gpt":0.2672280571334783,"score_spread":0.26008498491642706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407676980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960091,0.0003539302,0.00001033199,0.0010637097,0.00009166508,0.000829143,0.00054293877,0.00001339484,0.0010857626],"genre_scores_gemma":[0.9989527,0.00004354211,0.00012884814,0.00010005998,0.000010500012,0.00009642924,0.000102743244,0.00000885246,0.0005563507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985604,0.0002527894,0.00035667617,0.00036290838,0.00020279465,0.00026441267],"domain_scores_gemma":[0.99869883,0.00077439565,0.00020044987,0.00020379062,0.0000735006,0.000049025446],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018678597,0.00020198978,0.00037589602,0.000702883,0.00019589403,0.000020640888,0.00017045587,0.0000857157,0.001102852],"category_scores_gemma":[0.000023610446,0.00014350492,0.000063512634,0.0011451863,0.00018934497,0.00004494187,0.000080009675,0.00021207199,0.000017600858],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008691829,0.00062757556,0.9822963,0.00003375987,0.0007238439,0.000005197928,0.0014184392,0.00002941437,1.07233255e-7,0.0021817863,0.00028252768,0.0037092431],"study_design_scores_gemma":[0.008750483,0.00023049233,0.9878664,0.0001850264,0.00034628328,1.575052e-7,0.0022357593,0.000026717456,0.000008922499,0.000105476385,0.00011706837,0.00012724007],"about_ca_topic_score_codex":0.0034164824,"about_ca_topic_score_gemma":0.011384363,"teacher_disagreement_score":0.00796788,"about_ca_system_score_codex":0.00014071752,"about_ca_system_score_gemma":0.000059160393,"threshold_uncertainty_score":0.9998103},"labels":[],"label_agreement":null},{"id":"W4407697226","doi":"10.1016/j.jpsychires.2025.02.016","title":"Prevalence, age-of-onset, and course of mental disorders among 72,288 first-year university students from 18 countries in the World Mental Health International College Student (WMH-ICS) initiative","year":2025,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Ortho-McNeil Pharmaceutical; Center for International Business Education and Research, University of Illinois at Urbana-Champaign; Fogarty International Center; Feilman Foundation; National Institute on Drug Abuse; National Institute of Mental Health; Instituto de Salud Carlos III; Fondo Nacional de Desarrollo Científico y Tecnológico; Pan American Health Organization; Agència de Gestió d'Ajuts Universitaris i de Recerca; National Health and Medical Research Council; Pfizer Foundation; Núcleo Milenio Información y Coordinación en Redes, ICR; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Vetenskapsrådet; Autoritatea Natională pentru Cercetare Stiintifică; Consejo Nacional de Ciencia y Tecnología; Saudi Basic Industries Corporation; Direcció General de Recerca, Generalitat de Catalunya; European Commission; Ministerio de Ciencia e Innovación; Agencia Nacional de Investigación y Desarrollo; Generalitat de Catalunya; Medical Research Council; King Saud University; King Faisal Specialist Hospital and Research Centre; Centro de Investigación Biomédica en Red de Salud Mental; ZonMw; U.S. Public Health Service; Eli Lilly and Company; John D. and Catherine T. MacArthur Foundation; Wofoo Foundation; Koning Boudewijnstichting; King Abdulaziz City for Science and Technology; Ministry of Health – Kingdom of Saudi Arabia; Suicide Prevention Australia; University of Otago; GlaxoSmithKline; Bristol-Myers Squibb; Corporation for National and Community Service; South African Medical Research Council","keywords":"Mental health; Psychology; Psychiatry; Clinical psychology; Gerontology; Medicine","score_opus":0.043403949257161754,"score_gpt":0.464222940191612,"score_spread":0.42081899093445024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407697226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851847,0.0029104918,0.000006525324,0.005850609,0.0010182266,0.00096512685,0.00043781466,0.00000239493,0.003624075],"genre_scores_gemma":[0.9939886,0.0045173285,0.00009782613,0.00007198265,0.00006216793,0.00000661743,0.000018303728,0.0000068332183,0.0012303398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967597,0.00091237755,0.0006693137,0.00021453574,0.0011289385,0.00031515065],"domain_scores_gemma":[0.998414,0.0006826637,0.000494938,0.00016176775,0.00015311473,0.00009352001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023179927,0.00013264336,0.00032995935,0.0008975122,0.00033187,0.000036110447,0.00084426213,0.000056368677,0.00041486285],"category_scores_gemma":[0.000013665107,0.00010074594,0.000088184875,0.0009164951,0.00038847286,0.00017647151,0.00021808842,0.0005014341,0.0000028335578],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015124577,0.0018240002,0.9582563,0.00009655793,0.00032646654,0.000024199086,0.007326755,7.827809e-7,4.2535962e-7,0.0008293527,0.029299665,0.0005030222],"study_design_scores_gemma":[0.0048821582,0.00062495825,0.9416037,0.0002852417,0.00003191496,0.0000028216946,0.050257735,0.00000537463,0.0000034558634,0.00057271845,0.0016704565,0.000059416012],"about_ca_topic_score_codex":0.0007898778,"about_ca_topic_score_gemma":0.0034233953,"teacher_disagreement_score":0.042930983,"about_ca_system_score_codex":0.00033434384,"about_ca_system_score_gemma":0.00024253537,"threshold_uncertainty_score":0.45424575},"labels":[],"label_agreement":null},{"id":"W4407708133","doi":"10.3389/fpsyt.2025.1539157","title":"Opinion: Mental health research: to augment or not to augment","year":2025,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Metropolitan University; Government of Alberta; Ministry of Health; University of Ottawa; Vector Institute; University of Waterloo; University of Alberta; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Ministère de la Défense Nationale; Eisai; Associated Medical Services; Government of Canada; Royal College of Physicians and Surgeons of Canada; American Foundation for Suicide Prevention","keywords":"Augment; Psychology; Mental health; Medicine; Psychiatry","score_opus":0.11495791136864565,"score_gpt":0.49987728655250935,"score_spread":0.3849193751838637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407708133","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18356028,0.0100986855,0.00446697,0.4553421,0.28572142,0.0117605375,0.00030747658,0.00025988213,0.048482616],"genre_scores_gemma":[0.46460998,0.0011742214,0.16077226,0.17148331,0.0032117425,0.0055767964,0.00044074928,0.0002414973,0.19248943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99632907,0.00042535536,0.0007044524,0.00084341544,0.00052843883,0.0011692513],"domain_scores_gemma":[0.99861294,0.000047132246,0.00007897257,0.00070772046,0.00003602556,0.0005171805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012616146,0.00027458815,0.00043893655,0.0010519209,0.00050314184,0.00005729622,0.00058899843,0.00013401042,0.0008481788],"category_scores_gemma":[0.000016688964,0.000242716,0.00007816119,0.0015153775,0.000056467037,0.00007812405,0.00024265701,0.00039259938,0.00054259907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025367453,0.0008912065,0.024522385,0.00013053355,0.00007252913,0.0000051221305,0.0027863544,0.000003594731,0.0000016492714,0.004088156,0.8838445,0.08111724],"study_design_scores_gemma":[0.005680128,0.0024490422,0.12395086,0.001197639,0.000009987734,0.0000056290355,0.019931624,0.000022258402,0.000051231484,0.0021013059,0.84412676,0.00047354298],"about_ca_topic_score_codex":0.0006577127,"about_ca_topic_score_gemma":0.00055693946,"teacher_disagreement_score":0.2838588,"about_ca_system_score_codex":0.0012659237,"about_ca_system_score_gemma":0.00034236602,"threshold_uncertainty_score":0.98976713},"labels":[],"label_agreement":null},{"id":"W4407740247","doi":"10.2196/66056","title":"Development and Validation of Prediction Models for Perceived and Unmet Mental Health Needs in the Canadian General Population: Model-Based Synthetic Estimation Study","year":2025,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Ottawa Hospital; Public Health Agency of Canada; University of Ottawa; Ottawa Public Health; Dalhousie University","funders":"","keywords":"Mental health; Estimation; Population; Anxiety; Mood; Medicine; Needs assessment; Gerontology; Environmental health; Psychology; Psychiatry","score_opus":0.05549955390942301,"score_gpt":0.3735668462864565,"score_spread":0.31806729237703346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407740247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854062,0.00040344364,0.0016271832,0.009467076,0.00009354794,0.0027629319,0.000080601814,0.0000132973055,0.00014571381],"genre_scores_gemma":[0.9965882,0.000023372293,0.0009578446,0.0011671943,0.000010330855,0.00072927,0.00046376212,0.000006127802,0.00005390212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860144,0.00030626234,0.00043884898,0.00022903059,0.00012494397,0.00029946576],"domain_scores_gemma":[0.9994559,0.000071931034,0.00012696102,0.00012065031,0.000032946908,0.00019159923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014265367,0.000110314024,0.00022013202,0.00030482767,0.00052808557,0.00005070272,0.000053325635,0.000052982286,0.0000028768231],"category_scores_gemma":[0.000012101353,0.00009081066,0.000010259691,0.00024021936,0.00002836433,0.00011778423,0.000009494924,0.00006491216,1.0281964e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001792965,0.0005022603,0.7562325,0.00064269715,0.0000292201,3.365593e-7,0.037806686,0.0008089321,5.81968e-7,0.006555692,0.00066196336,0.19657981],"study_design_scores_gemma":[0.0018687818,0.0002667008,0.7395073,0.000029314157,9.554973e-7,0.0000016543166,0.0025704438,0.25505242,2.5259982e-7,0.00024434528,0.00038235958,0.000075480624],"about_ca_topic_score_codex":0.02175217,"about_ca_topic_score_gemma":0.060442504,"teacher_disagreement_score":0.25424346,"about_ca_system_score_codex":0.00027756448,"about_ca_system_score_gemma":0.0005130495,"threshold_uncertainty_score":0.9847621},"labels":[],"label_agreement":null},{"id":"W4407814158","doi":"10.1177/21582440251319983","title":"Predictors of Patient Stigma Perception Appraisal: Testing a Dynamic Stigma Model of Mental Illness","year":2025,"lang":"en","type":"article","venue":"SAGE Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Windsor","funders":"","keywords":"Stigma (botany); Mental illness; Psychology; Perception; Clinical psychology; Critical appraisal; Psychiatry; Social psychology; Mental health; Medicine; Alternative medicine","score_opus":0.036476396593933216,"score_gpt":0.39049840670667296,"score_spread":0.35402201011273976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407814158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736165,0.00015007766,0.00037065602,0.00006929996,0.0006869927,0.0013387343,0.00014805548,0.000026278365,0.023593409],"genre_scores_gemma":[0.99694836,0.000011161417,0.0010310225,0.000057893543,0.000009777982,0.0001712197,0.00008293724,0.000015855037,0.0016717655],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987974,0.00009521353,0.0004443187,0.00028615625,0.00015954058,0.00021736536],"domain_scores_gemma":[0.9992815,0.00011197494,0.00021990993,0.00029145984,0.00004147268,0.000053641877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017711868,0.00014186425,0.0002735016,0.00010711544,0.0001489241,0.000018320547,0.0003588933,0.00007709439,0.00037454677],"category_scores_gemma":[0.000028628963,0.00012664728,0.000045828412,0.00025182162,0.00007835448,0.00016132563,0.0002702631,0.00008618603,0.000012569359],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008159763,0.0018216181,0.16911544,0.0004838611,0.0002640145,0.000007688008,0.016057914,0.00043798494,0.008103005,0.0010474268,0.0013498669,0.8004952],"study_design_scores_gemma":[0.013672503,0.0022515876,0.8546109,0.00341746,0.00047997988,0.000011772314,0.036353838,0.08020906,0.0047732857,0.0024046209,0.00072502677,0.0010899275],"about_ca_topic_score_codex":0.0012074066,"about_ca_topic_score_gemma":0.00010495927,"teacher_disagreement_score":0.7994053,"about_ca_system_score_codex":0.00009058344,"about_ca_system_score_gemma":0.000048231042,"threshold_uncertainty_score":0.5164526},"labels":[],"label_agreement":null},{"id":"W4407883950","doi":"10.12927/hcpol.2024.27482","title":"Commentary: Reducing the Mortality Gap for the Mentally Ill –Rethinking How and Where We Provide Care","year":2024,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mentally ill; Psychology; Medicine; Psychiatry; Gerontology; Mental illness; Mental health","score_opus":0.11304196870466705,"score_gpt":0.45432885259300826,"score_spread":0.3412868838883412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407883950","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.109358154,0.099992484,0.000025209878,0.7843709,0.0014670307,0.0032039927,0.00033582808,0.00015919845,0.0010872284],"genre_scores_gemma":[0.97012496,0.001966638,0.00008927585,0.024451226,0.0013905152,0.00088727305,0.00008114248,0.000052146323,0.00095683185],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980715,0.00028851724,0.00029824427,0.00048415593,0.00022160714,0.0006359798],"domain_scores_gemma":[0.9985895,0.0005702515,0.000101169724,0.00051476026,0.00006185729,0.00016244853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048278575,0.00025196202,0.00022269833,0.00008227144,0.0012367283,0.00024372218,0.00029285604,0.000120917386,0.000066763765],"category_scores_gemma":[0.000020164922,0.00014379362,0.00010305399,0.00024537207,0.00012587244,0.0001449953,0.00011517002,0.00038344986,0.000013964008],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014707283,0.00007750185,0.010074745,0.005550969,0.00038157785,0.000035157344,0.13862784,0.0000010664796,0.00001956057,0.08254726,0.100953646,0.6615836],"study_design_scores_gemma":[0.0023578026,0.0010962335,0.028861983,0.0024764244,0.0004050899,0.00015893836,0.106964946,0.0005891902,0.00020390432,0.015978023,0.84013355,0.0007738982],"about_ca_topic_score_codex":0.049230304,"about_ca_topic_score_gemma":0.009594319,"teacher_disagreement_score":0.86076677,"about_ca_system_score_codex":0.00040841545,"about_ca_system_score_gemma":0.00014308485,"threshold_uncertainty_score":0.9571009},"labels":[],"label_agreement":null},{"id":"W4407987341","doi":"10.1001/jamapsychiatry.2024.4880","title":"An Approach to Providing Timely Mental Health Services to Diverse Youth Populations","year":2025,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Sturgeon Community Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Assembly of First Nations; University of Alberta; Université de Montréal; Université de Moncton; Youth Services Bureau of Ottawa; Centre Hospitalier de l’Université de Montréal; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Referral; Outreach; Multilevel model; Medicine; Cohort; Psychology; Family medicine; Psychiatry; Demography; Political science","score_opus":0.043879089249150086,"score_gpt":0.3950880609888943,"score_spread":0.35120897173974425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407987341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9319999,0.0005382245,0.00048245958,0.015541711,0.005230476,0.0022880759,0.00030278912,0.00021644632,0.04339988],"genre_scores_gemma":[0.9652258,0.0000021176338,0.01243146,0.018297205,0.00034228127,0.00017043111,0.0005014801,0.00002473721,0.0030044706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826574,0.0001290159,0.0003666339,0.000574035,0.00017827006,0.000486286],"domain_scores_gemma":[0.99900997,0.000007520664,0.000099154735,0.00048573787,0.000023803794,0.00037378716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021436182,0.00020875767,0.00023199011,0.00029397345,0.0006589301,0.000109599474,0.00037320354,0.000100704914,0.00015374734],"category_scores_gemma":[0.0000011552669,0.00019723152,0.00006063348,0.000594799,0.00001139587,0.00023446468,0.00008909295,0.00014197783,0.00038841277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013702296,0.0055065122,0.6040055,0.0008270157,0.00019592734,0.0000018111791,0.07042117,0.00007996575,0.000022873128,0.11106118,0.10074561,0.10576217],"study_design_scores_gemma":[0.00612973,0.001251414,0.8392524,0.0007382722,0.00011270721,0.0000075272897,0.13228408,0.00040167593,0.000015807726,0.0017039982,0.017289577,0.0008128102],"about_ca_topic_score_codex":0.0027858422,"about_ca_topic_score_gemma":0.00058118143,"teacher_disagreement_score":0.23524687,"about_ca_system_score_codex":0.0001583525,"about_ca_system_score_gemma":0.0000658117,"threshold_uncertainty_score":0.8042868},"labels":[],"label_agreement":null},{"id":"W4408031390","doi":"10.1016/j.jpsychires.2025.02.057","title":"Psychometric properties of the Federal Unit Scale for general psychopathology screening without iatrogenic effects","year":2025,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Fitness and Lifestyle Research Institute","funders":"","keywords":"Psychopathology; Psychometrics; Scale (ratio); Psychology; Clinical psychology; Unit (ring theory); Psychiatry","score_opus":0.10212810925546409,"score_gpt":0.4616355385937605,"score_spread":0.3595074293382964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408031390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9668662,0.019714225,0.0010321507,0.002851219,0.0044290083,0.0015207056,0.0000063087946,0.000010271788,0.0035699082],"genre_scores_gemma":[0.98826045,0.00024139293,0.003667164,0.0002287633,0.0007293128,0.00012473698,0.0000011768968,0.000029992983,0.006717036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99619913,0.00096053904,0.0010200604,0.00032656302,0.00075568975,0.0007380464],"domain_scores_gemma":[0.99776447,0.00035361137,0.0005651673,0.0005188291,0.0006492613,0.00014867628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002878486,0.00021118014,0.00055057724,0.0018514487,0.0006713347,0.000049367944,0.001033517,0.00020118167,0.000061574014],"category_scores_gemma":[0.00017178332,0.00012797698,0.00058041647,0.0032256579,0.00023699476,0.00009033041,0.00011286407,0.00081303157,0.000010908869],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051331636,0.0012452599,0.8629913,0.0009923865,0.00056138635,0.0000062131166,0.00057611224,0.000011807002,0.0026012699,0.0024103431,0.043712765,0.079757996],"study_design_scores_gemma":[0.023341162,0.005734924,0.9412793,0.0009882934,0.00054066116,0.00038132898,0.0016065625,0.00012147457,0.0067121345,0.010387628,0.008429219,0.00047732375],"about_ca_topic_score_codex":0.00015259425,"about_ca_topic_score_gemma":0.00004242229,"teacher_disagreement_score":0.079280674,"about_ca_system_score_codex":0.00008913218,"about_ca_system_score_gemma":0.0002429326,"threshold_uncertainty_score":0.521875},"labels":[],"label_agreement":null},{"id":"W4408134148","doi":"10.11648/j.cnn.20250901.11","title":"Legal Challenges Facing Prescriptive Authority for Clinical Psychologists in South Africa: Current Issues and Controversies","year":2025,"lang":"en","type":"article","venue":"Clinical Neurology and Neuroscience","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Medical prescription; Mental health; Privilege (computing); Health care; Political science; Medicine; Psychology; Law; Psychiatry; Nursing","score_opus":0.2875853150031087,"score_gpt":0.5300656456057633,"score_spread":0.24248033060265461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408134148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9657957,0.013938815,0.00015719971,0.010920779,0.007108307,0.0008281309,0.000027684024,0.00004938398,0.0011739822],"genre_scores_gemma":[0.9901421,0.005493462,0.000037427682,0.0037543317,0.000118363205,0.00008716723,0.0000010662908,0.000006165941,0.00035990548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99674946,0.00082276505,0.0007180281,0.0011600337,0.000079258076,0.0004704826],"domain_scores_gemma":[0.99636364,0.0030369076,0.00016382709,0.00025708604,0.000027770067,0.00015073984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014654257,0.00018810829,0.0005046437,0.000107159394,0.00025326014,0.00003540184,0.00025525814,0.00025591027,0.0000056254003],"category_scores_gemma":[0.001476305,0.00015776689,0.00008229603,0.000138729,0.001389411,0.00014183344,0.00018628544,0.00066535897,0.000004043167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040383874,0.0018195789,0.7923506,0.00012085879,0.000019419247,0.00012238984,0.0013060259,5.9335065e-7,0.000028519054,0.047834426,0.003212702,0.14914653],"study_design_scores_gemma":[0.0028858888,0.002214566,0.941642,0.000022424603,0.000026199368,0.000007331825,0.00012571726,0.00014370985,0.000005656196,0.0027173697,0.05008372,0.00012541033],"about_ca_topic_score_codex":0.00001195364,"about_ca_topic_score_gemma":0.000023529296,"teacher_disagreement_score":0.14929143,"about_ca_system_score_codex":0.0000044271474,"about_ca_system_score_gemma":0.000022457298,"threshold_uncertainty_score":0.6433547},"labels":[],"label_agreement":null},{"id":"W4408140896","doi":"10.1136/bmjopen-2024-097745","title":"Factors influencing mental health outcomes among university students: a cross-sectional study in Bangladesh","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cross-sectional study; Mental health; Public health; Epidemiology; Environmental health; Family medicine; Gerontology; Psychiatry; Nursing; Pathology","score_opus":0.12670780697117803,"score_gpt":0.5198238672191305,"score_spread":0.39311606024795254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408140896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831186,0.000011323943,0.0000012708065,0.00017806243,0.00074349914,0.009265223,0.000036376492,0.000028286202,0.0066173687],"genre_scores_gemma":[0.9860904,7.0015193e-7,0.000009257973,0.00034966,0.000011441984,0.00015211926,0.000040708022,0.0000075996845,0.013338064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983605,0.00029892958,0.00039580296,0.0003844637,0.0002532285,0.00030705493],"domain_scores_gemma":[0.9993953,0.00007492903,0.00015026919,0.0002747484,0.000018417148,0.00008632257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075873197,0.00015306265,0.00030011853,0.00020672799,0.00041496963,0.00015891554,0.0007205411,0.0000608549,0.0006494065],"category_scores_gemma":[0.000009138048,0.0001354723,0.000047719674,0.00032508868,0.000040080606,0.00037250324,0.0006214871,0.00014442437,0.000045549477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002338816,0.0011333904,0.9929322,0.000018530553,0.000094948104,0.000023004743,0.004494119,0.0000016157924,1.9943525e-7,0.00021135385,0.0004971736,0.0003595784],"study_design_scores_gemma":[0.0047845193,0.00016756877,0.97876596,0.00004883286,0.00000492349,3.7281043e-7,0.01591893,9.731702e-7,0.0000011690743,0.000020697853,0.00018264705,0.000103383674],"about_ca_topic_score_codex":0.030745834,"about_ca_topic_score_gemma":0.014982119,"teacher_disagreement_score":0.015763715,"about_ca_system_score_codex":0.0007307671,"about_ca_system_score_gemma":0.000097677956,"threshold_uncertainty_score":0.9757085},"labels":[],"label_agreement":null},{"id":"W4408141005","doi":"10.1136/bmjment-2024-301389","title":"Global mental health commentary: using innovation to create a workforce to deliver and implement culturally adapted CBT in Pakistan","year":2025,"lang":"en","type":"article","venue":"BMJ Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Workforce; Mental health; Global mental health; Psychology; Business; Psychotherapist; Economic growth; Economics","score_opus":0.07072670463734856,"score_gpt":0.5114051914521419,"score_spread":0.4406784868147934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408141005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9098091,0.0008611806,0.00025571263,0.07952831,0.00087769475,0.0067474926,0.0006251337,0.0000653655,0.0012299938],"genre_scores_gemma":[0.9131088,0.000084716776,0.003114516,0.081999786,0.000069193986,0.0002822566,0.0008033286,0.00002250739,0.0005148726],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99633676,0.00032427572,0.0012646636,0.0007041539,0.00033099184,0.0010391368],"domain_scores_gemma":[0.998896,0.000027646913,0.0002829372,0.0003052282,0.00004493901,0.00044321778],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00086162327,0.00036467155,0.00053729874,0.00037464293,0.0007076129,0.000066956185,0.00020030623,0.00007437313,0.00018080823],"category_scores_gemma":[0.0000033070553,0.0003516422,0.000041265746,0.0017218788,0.000030783292,0.00016508032,0.0002529268,0.00014331295,0.000029477189],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004223083,0.0015703127,0.20003584,0.00046049964,0.00016375443,0.000027583257,0.018133853,0.00002240834,0.000094345916,0.022838175,0.22882773,0.5236024],"study_design_scores_gemma":[0.021591352,0.0055158944,0.78031754,0.0039039948,0.00003768061,0.00011243332,0.045305613,0.00055352226,0.00012481323,0.00059718505,0.1405179,0.0014220494],"about_ca_topic_score_codex":0.034747377,"about_ca_topic_score_gemma":0.0143740205,"teacher_disagreement_score":0.58028173,"about_ca_system_score_codex":0.0048199994,"about_ca_system_score_gemma":0.00015527333,"threshold_uncertainty_score":0.99989355},"labels":[],"label_agreement":null},{"id":"W4408141104","doi":"10.1093/med/9780198874799.003.0013","title":"North America","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Political science","score_opus":0.036950611236974205,"score_gpt":0.36000456545050424,"score_spread":0.32305395421353006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408141104","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029792975,0.00081071246,0.00002578192,0.0002875641,0.0010182207,0.00034798298,0.00006773913,0.00009189957,0.9973203],"genre_scores_gemma":[0.0006534282,0.00012228267,0.00008432291,0.002307951,0.00015278178,0.00003312265,0.0003157522,0.000020289193,0.99631006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921536,0.000006779764,0.00020252452,0.00030167997,0.00008976796,0.0001839083],"domain_scores_gemma":[0.9994528,0.00004598214,0.00008687396,0.00033280806,0.000016027796,0.000065477056],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000013051558,0.00020350945,0.00024907003,0.00009861469,0.00007042074,0.000009716053,0.00015216594,0.00015882321,0.07535741],"category_scores_gemma":[6.1757254e-7,0.00016587978,0.000088947556,0.000019095318,0.000037538088,0.000015545187,0.000048172627,0.00017195546,0.009784771],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027492033,0.000034365563,0.00017690648,0.00003722385,0.000120663106,0.000054208216,0.00005358738,1.6434509e-8,9.63297e-9,0.22761694,0.35200456,0.41987404],"study_design_scores_gemma":[0.00020863926,0.000067631874,0.00038388997,0.00003623211,0.000044533976,0.0000013061198,0.000009998127,3.4315502e-7,3.1577457e-7,0.0018328157,0.9972716,0.00014269094],"about_ca_topic_score_codex":0.00021384671,"about_ca_topic_score_gemma":0.00024109146,"teacher_disagreement_score":0.64526707,"about_ca_system_score_codex":0.000046960766,"about_ca_system_score_gemma":0.000017566552,"threshold_uncertainty_score":0.9909862},"labels":[],"label_agreement":null},{"id":"W4408174355","doi":"10.1016/j.actpsy.2025.104858","title":"Understanding the reasons to avoid seeking mental health professionals: Validation of the MITOS-MENTAL questionnaire in Peru population","year":2025,"lang":"en","type":"article","venue":"Acta Psychologica","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Psychology; Population; Psychiatry; Clinical psychology; Medicine; Environmental health","score_opus":0.10438949723908127,"score_gpt":0.43952516139162634,"score_spread":0.3351356641525451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408174355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92097485,0.00029705127,0.00013892692,0.07106166,0.0021991138,0.0016715648,0.000021382459,0.00003440782,0.003601023],"genre_scores_gemma":[0.9949326,0.000021398704,0.000054392636,0.004088712,0.000042822518,0.00013652205,0.000045623892,0.000008998596,0.0006689442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807715,0.0006409698,0.00043556985,0.00033725542,0.00021351525,0.00029556008],"domain_scores_gemma":[0.9992453,0.000086258115,0.00024151725,0.0003649915,0.000014376413,0.00004756716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067978457,0.00014672942,0.00018248842,0.00012813527,0.0006849788,0.000023148663,0.00031475097,0.00010027438,0.00015292896],"category_scores_gemma":[0.000035322377,0.00008545052,0.00006522697,0.00058359327,0.00005226199,0.000095767755,0.000090255206,0.00022162969,0.000012799704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000510515,0.001364726,0.9164169,0.00010432469,0.00006940412,0.0000016436845,0.017242048,0.000008423093,0.0007494396,0.017144632,0.037664708,0.008723221],"study_design_scores_gemma":[0.00086838496,0.00012981855,0.9894497,0.00087388925,0.00000841551,0.000005137973,0.005790576,0.00001638032,0.00006708416,0.002014443,0.0006807521,0.000095415395],"about_ca_topic_score_codex":0.00043300496,"about_ca_topic_score_gemma":0.0002345269,"teacher_disagreement_score":0.07395772,"about_ca_system_score_codex":0.00049616746,"about_ca_system_score_gemma":0.000027497368,"threshold_uncertainty_score":0.5268372},"labels":[],"label_agreement":null},{"id":"W4408208776","doi":"10.22541/au.174123731.14124627/v1","title":"Evaluation of Singapore’s Early Psychosis Intervention Programme (EPIP) using the First Episode Psychosis Services Fidelity Scale (FEP-FS)","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychosis; Fidelity; Psychiatry; Intervention (counseling); Scale (ratio); High fidelity; Psychology; Medicine; Computer science; Telecommunications; Physics; Geography; Cartography","score_opus":0.12413871322020956,"score_gpt":0.4553405714131116,"score_spread":0.33120185819290204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408208776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734676,0.0026730164,0.0008946211,0.0016072324,0.0041924836,0.0045929747,0.00015395698,0.00013969005,0.012278429],"genre_scores_gemma":[0.9953122,0.00006981062,0.0011565201,0.0003623274,0.00021814632,0.001655538,0.00027757336,0.00003667914,0.00091118965],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9946941,0.0010017131,0.001484643,0.0011059073,0.0011097578,0.00060387433],"domain_scores_gemma":[0.99624354,0.00015209042,0.0012169055,0.0014953502,0.00077576947,0.00011635689],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004155006,0.00053744303,0.0006707897,0.00029508636,0.00043164668,0.00018317616,0.0009433329,0.000593675,0.002044947],"category_scores_gemma":[0.000020462716,0.00040589808,0.0005721277,0.00048008532,0.00013737478,0.0001887061,0.00048180707,0.00059011305,0.000049585917],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048840116,0.004078667,0.3472513,0.003763346,0.0015531002,0.0000013232118,0.005387883,0.00024347544,0.000009270799,0.00052066025,0.0021620675,0.6345405],"study_design_scores_gemma":[0.010315737,0.0009785724,0.87001413,0.012309334,0.009110067,0.000011460574,0.0060181483,0.046520207,0.0014980243,0.036623545,0.004573401,0.002027355],"about_ca_topic_score_codex":0.096622355,"about_ca_topic_score_gemma":0.031978376,"teacher_disagreement_score":0.63251317,"about_ca_system_score_codex":0.00049971027,"about_ca_system_score_gemma":0.00004426622,"threshold_uncertainty_score":0.9998393},"labels":[],"label_agreement":null},{"id":"W4408293180","doi":"10.1007/s11013-025-09903-w","title":"Excess Stigma and Troubling Messaging: Debates about the Diagnostic Label Chidai for Dementia in China","year":2025,"lang":"en","type":"article","venue":"Culture Medicine and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workers Compensation Board of Alberta","funders":"Wenner-Gren Foundation","keywords":"Stigma (botany); Dementia; China; Public health; Social stigma; Psychiatry; Psychology; Criminology; Internet privacy; Medicine; Political science; Family medicine; Nursing; Computer science; Law; Disease","score_opus":0.026951806312689525,"score_gpt":0.38278328397660316,"score_spread":0.35583147766391365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408293180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73653406,0.2037254,0.00030948524,0.042269833,0.0025980116,0.0011994474,0.000013492737,0.00003965991,0.013310599],"genre_scores_gemma":[0.9916941,0.001587799,0.00020489657,0.003776709,0.00040154078,0.00026349505,0.000046966867,0.000012403292,0.002012072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989193,0.000065922904,0.00030701794,0.00032961575,0.00008399089,0.00029413204],"domain_scores_gemma":[0.99936116,0.00028617447,0.00008598932,0.00017316583,0.000019382815,0.00007411679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030111047,0.0001954874,0.0002690337,0.000099379395,0.00039646824,0.000032902688,0.00014201406,0.00010200044,0.00008269526],"category_scores_gemma":[0.00005540263,0.00010806864,0.000024669927,0.00024612137,0.00013158591,0.00006721663,0.000031630596,0.00020115184,0.0000016678468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022100046,0.00033131518,0.8018688,0.0007899818,0.0002517405,0.000005432112,0.009160024,5.893968e-7,0.000015512607,0.056193978,0.09027747,0.04088414],"study_design_scores_gemma":[0.010007765,0.000384578,0.92510647,0.0014636007,0.00045275307,0.000014825278,0.0070266295,0.00006260561,0.000011816746,0.021439392,0.03378979,0.00023979109],"about_ca_topic_score_codex":0.00026623675,"about_ca_topic_score_gemma":0.00037260208,"teacher_disagreement_score":0.25516003,"about_ca_system_score_codex":0.000009790995,"about_ca_system_score_gemma":0.000017382865,"threshold_uncertainty_score":0.44069114},"labels":[],"label_agreement":null},{"id":"W4408403006","doi":"10.1186/s13033-025-00661-1","title":"Patterns and predictors of 12-month treatment of common anxiety, mood, and substance use disorders in the World Mental Health (WMH) surveys: treatment in the context of perceived need","year":2025,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"South African Medical Research Council","keywords":"Anxiety; Mental health; Context (archaeology); Mood; Psychiatry; Psychology; Clinical psychology; Health administration; Mood disorders; Substance use; Public health; Medicine","score_opus":0.038636243986791934,"score_gpt":0.3755122516648639,"score_spread":0.33687600767807196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408403006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98486114,0.0058825943,0.0000048717166,0.0054146373,0.00114201,0.0019305233,0.00058112526,0.0000026544526,0.00018042153],"genre_scores_gemma":[0.99366534,0.0057579037,0.000008729534,0.00022351104,0.00004541659,0.00006314875,0.00008798221,0.000010263867,0.00013770998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99582046,0.0016109124,0.001592067,0.00020263574,0.0005103338,0.00026359083],"domain_scores_gemma":[0.9979414,0.00050521997,0.0012242417,0.00018837051,0.00005629147,0.00008449358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014255808,0.00022575686,0.00071841344,0.000402339,0.00009095098,0.000028664306,0.00030877956,0.000049868726,0.000011530881],"category_scores_gemma":[0.0000043995747,0.00013487946,0.00010518407,0.00019016876,0.00011467896,0.00015892093,0.000022207423,0.00012347114,2.1201448e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009884216,0.0026468104,0.9334277,0.00018334246,0.00026727843,0.000005344964,0.042747483,0.0000061559767,0.000012464015,0.00032554238,0.00023677712,0.019152718],"study_design_scores_gemma":[0.00807031,0.0027525134,0.94437987,0.0011948068,0.00001812281,0.00005332754,0.042801168,0.00005717141,0.000024964867,0.000017047334,0.0005624932,0.00006823231],"about_ca_topic_score_codex":0.067313455,"about_ca_topic_score_gemma":0.13853773,"teacher_disagreement_score":0.07122428,"about_ca_system_score_codex":0.00086340396,"about_ca_system_score_gemma":0.000106673884,"threshold_uncertainty_score":0.9388974},"labels":[],"label_agreement":null},{"id":"W4408417083","doi":"10.1177/08404704251322872","title":"Structural stigma in healthcare: A novel eLearning course","year":2025,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Commission of Canada","funders":"Commission de la santé mentale du Canada","keywords":"Stigma (botany); Psychological intervention; Health care; Medical education; Psychology; Influencer marketing; Health professionals; Mental health; Equity (law); Medicine; Psychiatry","score_opus":0.03161764638443525,"score_gpt":0.39587438063580604,"score_spread":0.3642567342513708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408417083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67100704,0.010003225,0.0005288785,0.2565428,0.006825665,0.005880798,0.00007838509,0.00050729566,0.048625916],"genre_scores_gemma":[0.9761183,0.000126553,0.00046292393,0.011133148,0.000064538435,0.00048184968,0.00010326065,0.00003370383,0.0114757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99674636,0.00019398842,0.0007120503,0.00074407214,0.00030361436,0.0012999035],"domain_scores_gemma":[0.9988922,0.00007319487,0.0001832872,0.00059794844,0.000047287635,0.00020610804],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004085718,0.00032638095,0.0004098737,0.0004691024,0.00051510567,0.00005364403,0.0003774061,0.0001766876,0.0002913769],"category_scores_gemma":[0.0000064288765,0.0003229878,0.000087669185,0.0008822703,0.000058005233,0.00013775741,0.0002287027,0.00047865944,0.0001563069],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026882504,0.0002513934,0.31133434,0.00096095353,0.000100485,0.00012130016,0.00036455784,0.000010767844,0.0000011420913,0.39760074,0.0069437963,0.2820417],"study_design_scores_gemma":[0.0051206746,0.00032216654,0.94648635,0.0006088164,0.00004756771,0.0000110686315,0.005580525,0.00038976275,0.0000067925207,0.0057313237,0.035259064,0.0004358794],"about_ca_topic_score_codex":0.009022055,"about_ca_topic_score_gemma":0.004843218,"teacher_disagreement_score":0.63515204,"about_ca_system_score_codex":0.00044922336,"about_ca_system_score_gemma":0.000059235776,"threshold_uncertainty_score":0.9999222},"labels":[],"label_agreement":null},{"id":"W4408418997","doi":"10.1111/jcpp.14145","title":"Research Review: Help‐seeking intentions, behaviors, and barriers in college students – a systematic review and meta‐analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Child Psychology and Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Child Mind Institute; National Institute of Mental Health; Sage Therapeutics; Agencia Nacional de Investigación y Desarrollo; Massachusetts General Hospital","keywords":"PsycINFO; Help-seeking; Mental health; Psychology; Preference; Inclusion (mineral); Meta-analysis; MEDLINE; Clinical psychology; Social psychology; Psychiatry; Medicine","score_opus":0.084570360458973,"score_gpt":0.5155023638227809,"score_spread":0.43093200336380794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408418997","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001924398,0.98761386,0.0000029690825,0.006120474,0.0010531353,0.0039023443,0.0001717779,0.000007912823,0.0011082971],"genre_scores_gemma":[0.00006048324,0.9931452,0.0000613246,0.005340598,0.00008449916,0.00051564694,0.000024171304,0.000031089625,0.0007369391],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9907856,0.00434414,0.003014521,0.000758044,0.0005741566,0.00052352296],"domain_scores_gemma":[0.99639606,0.00058362685,0.0017803571,0.0006890865,0.00017403929,0.00037683654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00743019,0.0006022201,0.007807106,0.0021413183,0.00038450412,0.00005513851,0.0006829044,0.000533786,0.000491965],"category_scores_gemma":[0.00009654266,0.000412522,0.0011806592,0.0022053665,0.00023158763,0.00014045824,0.00016305612,0.0019993396,0.000007752371],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043380376,0.0004629812,0.0016030433,0.9201649,0.055220477,0.00009764243,0.00007085863,3.274477e-9,1.9601027e-9,0.00049230683,0.01813616,0.0037082485],"study_design_scores_gemma":[0.00086159154,0.00026616562,0.0010337465,0.42547068,0.544073,0.0018271937,0.00018661292,2.1251296e-8,1.0500681e-9,0.00017581148,0.025792267,0.00031294237],"about_ca_topic_score_codex":0.000016158716,"about_ca_topic_score_gemma":0.00007410069,"teacher_disagreement_score":0.4946942,"about_ca_system_score_codex":0.000055886598,"about_ca_system_score_gemma":0.00014488584,"threshold_uncertainty_score":0.9998327},"labels":[],"label_agreement":null},{"id":"W4408472561","doi":"10.2196/66851","title":"Addressing the Stigma of Mental Illness in Black Families and Communities in Ontario, Canada: Protocol for a Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Windsor; Toronto Metropolitan University","funders":"","keywords":"Stigma (botany); Preprint; Mental illness; Gerontology; Mental health; Protocol (science); Community-based participatory research; Medicine; Psychology; Psychiatry; Sociology; Participatory action research; Alternative medicine; World Wide Web","score_opus":0.5222671160015355,"score_gpt":0.6593035253224185,"score_spread":0.137036409320883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408472561","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21892823,0.0000028321838,0.0000036782621,0.00021323493,0.00001198211,0.7787138,0.00001236254,0.000005894678,0.0021079755],"genre_scores_gemma":[0.1187301,7.60055e-8,0.0001653571,0.00003408561,0.000007293572,0.8797493,0.000005761664,0.00001164865,0.0012963603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952268,0.0031093382,0.00050254515,0.0002612642,0.00034350282,0.00055656274],"domain_scores_gemma":[0.99780947,0.0014808166,0.000098881916,0.0004537975,0.00010306568,0.000053940992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038863132,0.00016378451,0.00035232332,0.00033482924,0.0004275385,0.00006729843,0.00048738022,0.00007595729,0.00019759889],"category_scores_gemma":[0.00004846744,0.00011372159,0.000025186278,0.00048129662,0.00037825646,0.00009635191,0.00035431056,0.0006045997,5.2611153e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006901195,0.0049998225,0.7317609,0.0025911678,0.000090415706,0.000023468045,0.0765188,0.000002721308,0.000071685965,0.0016708495,0.012484545,0.16288441],"study_design_scores_gemma":[0.013961376,0.0014445984,0.7397366,0.003317147,0.000002545033,9.048866e-7,0.167013,0.00006562551,0.00076326105,0.0007422445,0.072782345,0.00017030606],"about_ca_topic_score_codex":0.9372024,"about_ca_topic_score_gemma":0.99412423,"teacher_disagreement_score":0.16271411,"about_ca_system_score_codex":0.00062184833,"about_ca_system_score_gemma":0.00080452184,"threshold_uncertainty_score":0.46374318},"labels":[],"label_agreement":null},{"id":"W4408591647","doi":"10.1177/07067437251328366","title":"Reducing Mental Health Stigma in the Workplace: A Meta-Analysis of The Working Mind Program in Virtual Delivery Format: Réduire la stigmatisation en milieu de travail : Une méta-analyse du programme L’esprit au travail en format virtuel","year":2025,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Calgary","funders":"","keywords":"Stigma (botany); Mental health; Psychology; Meta-analysis; Social stigma; Psychiatry; Medicine; Human immunodeficiency virus (HIV)","score_opus":0.0638375256725287,"score_gpt":0.37129965327186804,"score_spread":0.30746212759933933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408591647","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017380476,0.9678024,0.000020982534,0.00947246,0.0009858237,0.0036144885,0.00022820577,0.000007692594,0.0004874695],"genre_scores_gemma":[0.343243,0.64813113,0.0027746402,0.002065418,0.0008678672,0.0013688758,0.00043137022,0.00018475404,0.00093290024],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9884692,0.0062726815,0.003100783,0.0004098329,0.0006709903,0.0010765407],"domain_scores_gemma":[0.9949289,0.0010037546,0.0027701657,0.0008262439,0.000061189516,0.00040977402],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009282416,0.00066534424,0.0030518621,0.0017523444,0.0007889872,0.00020461346,0.0019275153,0.0004692366,0.00018328683],"category_scores_gemma":[0.00006942942,0.00035580815,0.002603054,0.003789677,0.00027614733,0.00021501746,0.000055623364,0.0018015045,0.0000052381524],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009952234,0.00043539525,0.005209571,0.0016328103,0.0250664,0.000029187842,0.038938697,0.00014619585,1.4479964e-8,0.00058763643,0.0024364146,0.92541814],"study_design_scores_gemma":[0.006560198,0.0018941732,0.04599179,0.024455564,0.42800963,0.0015155181,0.13541667,0.0007321091,6.019943e-7,0.0008984024,0.3523455,0.0021798555],"about_ca_topic_score_codex":0.094278775,"about_ca_topic_score_gemma":0.82227945,"teacher_disagreement_score":0.9232383,"about_ca_system_score_codex":0.002049423,"about_ca_system_score_gemma":0.0067117303,"threshold_uncertainty_score":0.9998894},"labels":[],"label_agreement":null},{"id":"W4408621201","doi":"10.1186/s12888-025-06511-1","title":"Measuring functioning among youth using the Columbia impairment scale: investigating dimensionality and measurement invariance among 14–17 year olds using mental health services and their caregivers","year":2025,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Hospital for Sick Children; Mental Health Research Canada; University of Toronto; SickKids Foundation; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Ontario SPOR SUPPORT Unit","keywords":"Measurement invariance; Structural equation modeling; Psychology; Mental health; Scale (ratio); Clinical psychology; Test (biology); Confirmatory factor analysis; Developmental psychology; Psychiatry; Statistics; Geography; Mathematics","score_opus":0.06069317887187105,"score_gpt":0.3008848117020564,"score_spread":0.24019163283018535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408621201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921573,0.0033814576,0.00024654355,0.00030465657,0.0021627436,0.0011622707,0.000038785718,0.00006543153,0.0004808316],"genre_scores_gemma":[0.9970516,0.00001710111,0.0018926809,0.0007180993,0.00014086788,0.000032755852,0.00001631942,0.000026635858,0.00010393548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975489,0.0004296913,0.000511238,0.0006373658,0.0003645864,0.0005082181],"domain_scores_gemma":[0.9989319,0.0000325157,0.00038570506,0.0003638401,0.000073891286,0.00021218203],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012584656,0.00029322898,0.00034074966,0.000090356654,0.0020014483,0.00021565903,0.00016796732,0.000116721356,0.00003503443],"category_scores_gemma":[0.000005698951,0.00025619415,0.00007108685,0.0003117269,0.00025526065,0.00025775883,0.00019072538,0.00025732283,9.827583e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055130306,0.00010317736,0.9901598,0.00042371353,0.000120763914,1.7874883e-7,0.008344202,0.000049213508,0.00005601412,0.00007886882,0.00021857755,0.00039034002],"study_design_scores_gemma":[0.0019891378,0.00007060284,0.9428171,0.0020575018,0.00009237801,0.0000076030647,0.050519984,0.001876891,0.000027927554,0.0002830139,0.000017007433,0.0002408772],"about_ca_topic_score_codex":0.028160844,"about_ca_topic_score_gemma":0.024075396,"teacher_disagreement_score":0.047342744,"about_ca_system_score_codex":0.00041237572,"about_ca_system_score_gemma":0.0002098876,"threshold_uncertainty_score":0.99998903},"labels":[],"label_agreement":null},{"id":"W4408745636","doi":"10.1111/hex.70144","title":"Frameworks Used to Engage Postsecondary Students in Campus Mental Health Research: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Health Expectations","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; General partnership; Medical education; Psychology; Medicine; Political science; Psychiatry","score_opus":0.3469918987339527,"score_gpt":0.637828274060146,"score_spread":0.2908363753261933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408745636","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011470768,0.9626057,0.000013147072,0.00832925,0.0017630549,0.025651304,0.00042268878,0.00010031849,0.0011030396],"genre_scores_gemma":[0.000019083696,0.9749897,0.00048338113,0.010173744,0.00012909865,0.011132948,0.0015512754,0.000085503976,0.0014352676],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98711646,0.006252893,0.0027223935,0.0012797288,0.0009044878,0.001724021],"domain_scores_gemma":[0.9949171,0.0023106071,0.00079839467,0.0010305442,0.00009778957,0.00084556727],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002660279,0.000605353,0.0031029675,0.0017657026,0.0014508385,0.00009826495,0.0009193433,0.00050176,0.0011533536],"category_scores_gemma":[0.0003321822,0.000578958,0.00031472396,0.0031837565,0.000064841144,0.00012364412,0.0003226466,0.0032471123,0.0010179499],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001284896,0.0006766302,0.000029875238,0.24257399,0.00006990308,0.000027298483,0.016730681,4.695147e-8,1.4142316e-9,0.00031895828,0.04716849,0.6923913],"study_design_scores_gemma":[0.0006462145,0.00040402586,0.00006883432,0.77056444,0.000033867866,0.00001480987,0.0038518826,1.2795626e-7,1.0916922e-8,0.000027431633,0.22406782,0.00032054525],"about_ca_topic_score_codex":0.0014302857,"about_ca_topic_score_gemma":0.0035852303,"teacher_disagreement_score":0.6920707,"about_ca_system_score_codex":0.0027353063,"about_ca_system_score_gemma":0.0038600303,"threshold_uncertainty_score":0.99984914},"labels":[],"label_agreement":null},{"id":"W4408851684","doi":"10.1001/jamapsychiatry.2025.0183","title":"Effective Components of Collaborative Care for Depression in Primary Care","year":2025,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Colorado School of Medicine, Anschutz Medical Campus; David Geffen School of Medicine, University of California, Los Angeles; National Institute of Diabetes and Digestive and Kidney Diseases; Medizinische Fakultät der Albert-Ludwigs-Universität Freiburg; National Institute of Mental Health; National Heart, Lung, and Blood Institute; NIHR School for Primary Care Research; School of Medicine, Emory University; University of California, Los Angeles; Agency for Healthcare Research and Quality; Emory University; Albert-Ludwigs-Universität Freiburg; University College London; U.S. Department of Veterans Affairs; Northwell Health; Ludwig-Maximilians-Universität München; Deutsche Forschungsgemeinschaft; University of Bristol; Høgskulen på Vestlandet; McGill University; University of Pittsburgh; University of Washington","keywords":"PsycINFO; Collaborative Care; Medicine; Data extraction; MEDLINE; Randomized controlled trial; Depression (economics); Meta-analysis; Cochrane Library; Systematic review; Family medicine; Physical therapy; Primary care; Internal medicine","score_opus":0.008541777577909294,"score_gpt":0.3481667364676805,"score_spread":0.3396249588897712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408851684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92891204,0.016124971,0.00003499057,0.0002697582,0.0028180103,0.002644315,0.00023098817,0.000022334347,0.048942603],"genre_scores_gemma":[0.99702024,0.000014576862,0.0009454197,0.0004721562,0.000083609026,0.0008285286,0.00038504883,0.000013338835,0.00023707603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895257,0.00013254349,0.00028965724,0.00031439657,0.000093669565,0.00021715926],"domain_scores_gemma":[0.99933463,0.00014814961,0.00012984479,0.00023388462,0.00011592973,0.000037569032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000066273096,0.00014518813,0.00029605808,0.00017444907,0.00011303721,0.000010380706,0.00015047935,0.00016998273,0.000028855398],"category_scores_gemma":[0.000005755656,0.00012899472,0.0000669629,0.0003492928,0.00003361195,0.000072933806,0.00004237303,0.00012623693,0.000008712688],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028158803,0.00047343332,0.88336587,0.0022659213,0.00007777242,0.000002181485,0.007012647,0.0000031190405,0.00009446255,0.0016766952,0.0037859248,0.098426096],"study_design_scores_gemma":[0.008718214,0.00024748786,0.9747209,0.00081654964,0.00003817478,3.5124327e-7,0.012291108,0.0000031913642,0.00055200775,0.00041223777,0.0020886126,0.00011116371],"about_ca_topic_score_codex":0.00021422339,"about_ca_topic_score_gemma":0.00028168465,"teacher_disagreement_score":0.09831493,"about_ca_system_score_codex":0.00019749266,"about_ca_system_score_gemma":0.00007178911,"threshold_uncertainty_score":0.52602524},"labels":[],"label_agreement":null},{"id":"W4408956360","doi":"10.1177/07067437251322404","title":"Regional Variation in Supply and Use of Psychiatric Services in 3 Canadian Provinces: Variation régionale de l’offre de services psychiatriques et de leur utilisation dans trois provinces canadiennes","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Nova Scotia Health Authority; Institute for Clinical Evaluative Sciences; Simon Fraser University; University of Ottawa; Government of New Brunswick; Nova Scotia Department of Agriculture; Nova Scotia Hospital; Dalhousie University; Ontario Shores Centre for Mental Health Sciences; University of British Columbia; University of Manitoba; Centre for Addiction and Mental Health; Ontario Tech University","funders":"Institute of Health Services and Policy Research","keywords":"Per capita; Medicine; Mental health; Demography; Psychiatry; Geography; Population; Environmental health; Sociology","score_opus":0.01433935643812272,"score_gpt":0.2864157748693631,"score_spread":0.27207641843124036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408956360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97406846,0.0020383804,0.000037714613,0.021575073,0.0008592277,0.0005351026,0.00010331481,0.00000672923,0.0007760125],"genre_scores_gemma":[0.9939792,0.00012393609,0.0030799455,0.0024154484,0.0001890938,0.000035307028,0.000029983612,0.000019440819,0.00012763364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975478,0.00059075956,0.000768459,0.00025520913,0.00016890132,0.0006688899],"domain_scores_gemma":[0.9984657,0.00015600587,0.0005564494,0.00022341817,0.00011506689,0.00048333398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014643968,0.0002178769,0.00028943617,0.0012706938,0.00030008837,0.00012027603,0.00043353578,0.00021959982,0.00004415936],"category_scores_gemma":[0.000020112484,0.00018951778,0.00007242103,0.00071304303,0.00007767895,0.0005097613,0.000010304064,0.00037787497,9.435841e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015716204,0.000088032866,0.9430998,0.00026367325,0.00005929041,0.000013286548,0.016082454,0.00023962335,0.000011841372,0.038972456,0.0003534561,0.0006589425],"study_design_scores_gemma":[0.0010336359,0.00014854455,0.96848416,0.00034150723,0.000079550206,0.00008136347,0.003626937,0.00065709354,0.000002875364,0.02457462,0.0008297822,0.00013994511],"about_ca_topic_score_codex":0.9946224,"about_ca_topic_score_gemma":0.999932,"teacher_disagreement_score":0.025384363,"about_ca_system_score_codex":0.001711504,"about_ca_system_score_gemma":0.0106277075,"threshold_uncertainty_score":0.9949811},"labels":[],"label_agreement":null},{"id":"W4409148630","doi":"10.1007/s00127-025-02878-4","title":"Characterisation of treatment resistant mood disorder patients in the United Arab Emirates","year":2025,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Epidemiology; Mood; Mental health; Psychiatry; Anxiety; Clinical psychology; Medicine; Middle East; Mood disorders; Psychology","score_opus":0.04127843114334129,"score_gpt":0.38588966171736533,"score_spread":0.34461123057402404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409148630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974824,0.002433925,0.000031516563,0.01213328,0.002268048,0.00086706056,0.000058932193,0.000022368175,0.0073608872],"genre_scores_gemma":[0.9963645,0.00047054025,0.00013071265,0.0020331042,0.00023948144,0.00020193607,0.00024917317,0.000011244484,0.0002993482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99666286,0.0014676042,0.0009409929,0.00042640438,0.00007054901,0.00043158286],"domain_scores_gemma":[0.99848336,0.0007305313,0.00043928344,0.00026625578,0.000037295755,0.000043283468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085552875,0.00025526388,0.00054923724,0.0003667455,0.0004101197,0.0000075819707,0.00021122776,0.0002947675,0.000088596586],"category_scores_gemma":[0.000048988368,0.00017418088,0.00013457992,0.0009704435,0.00015850816,0.000053586366,0.000021649237,0.00021624436,0.000010431232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006355882,0.001210519,0.9073627,0.00008304331,0.00009126806,2.4495935e-7,0.0015274228,8.8112836e-7,6.6366897e-7,0.0800057,0.0020235155,0.0070584794],"study_design_scores_gemma":[0.0030395382,0.00081125484,0.96647495,0.000022860018,0.0000915596,6.332187e-7,0.0019455182,0.000009374259,2.7307263e-7,0.024525307,0.002950456,0.00012827195],"about_ca_topic_score_codex":0.0036379523,"about_ca_topic_score_gemma":0.0011432719,"teacher_disagreement_score":0.059112273,"about_ca_system_score_codex":0.000068966285,"about_ca_system_score_gemma":0.000057906906,"threshold_uncertainty_score":0.71028906},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4409163741","doi":"10.1007/s11135-025-02126-6","title":"Analyzing anxiety and treatment trends using google trends: validation of epidemiologic studies and forecasting","year":2025,"lang":"en","type":"article","venue":"Quality & Quantity","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Anxiety; Econometrics; Computer science; Data science; Psychology; Economics; Psychiatry","score_opus":0.40244414500954867,"score_gpt":0.5348399632672968,"score_spread":0.1323958182577481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409163741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99035037,0.007060749,0.00022134634,0.00031045228,0.00024334689,0.00013977906,0.000034957866,0.00003652986,0.0016024776],"genre_scores_gemma":[0.99742174,0.00053910946,0.0011867785,0.000058085112,0.000036449757,0.000021247255,0.00003146813,0.0000064133137,0.00069868774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780864,0.0006786126,0.00072113913,0.00043729253,0.0000822741,0.00027204145],"domain_scores_gemma":[0.9985871,0.0006727493,0.00039606006,0.00023649693,0.00005035604,0.00005728239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014082845,0.00020283432,0.00065448374,0.00023673353,0.00032321934,0.000020108184,0.000060378283,0.000101464204,0.00005617148],"category_scores_gemma":[0.00013115592,0.00015895211,0.00009206293,0.00042568572,0.00015894568,0.00014400638,0.00006894516,0.000073935276,0.0000010687804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010925091,0.00015740303,0.6825166,0.00016968479,0.000249557,0.0000013636757,0.00085940334,0.000006078962,0.00016937501,0.0065931957,0.00004044797,0.30912766],"study_design_scores_gemma":[0.001824364,0.00030893032,0.9909539,0.00016881907,0.00028767384,0.00000535327,0.0025613578,0.00043899767,0.0011950374,0.0018548031,0.00017680966,0.00022395203],"about_ca_topic_score_codex":0.004959327,"about_ca_topic_score_gemma":0.0006614534,"teacher_disagreement_score":0.30890372,"about_ca_system_score_codex":0.00013905144,"about_ca_system_score_gemma":0.0000116027495,"threshold_uncertainty_score":0.7497052},"labels":[],"label_agreement":null},{"id":"W4409209434","doi":"10.1016/j.jad.2025.04.036","title":"Longitudinal association between stigma and suicidal ideation among patients with major depressive disorder","year":2025,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation","funders":"Sanming Project of Medicine in Shenzhen; National Natural Science Foundation of China","keywords":"Suicidal ideation; Psychiatry; Clinical psychology; Psychology; Association (psychology); Stigma (botany); Suicide prevention; Major depressive disorder; Depressive symptoms; Longitudinal study; Poison control; Medicine; Psychotherapist; Medical emergency; Anxiety; Mood","score_opus":0.0073970314730508165,"score_gpt":0.3112988620631513,"score_spread":0.3039018305901005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409209434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954744,0.00043443003,0.0013014778,0.00026792396,0.00030403887,0.0004975124,0.000015184405,0.000008947599,0.0016960873],"genre_scores_gemma":[0.99949324,0.000017459677,0.000032095257,0.00003817285,0.000050751893,0.000021992713,0.000019303989,0.000011387383,0.00031559466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892384,0.00016237263,0.00027771812,0.00017591874,0.00024314654,0.00021702048],"domain_scores_gemma":[0.998733,0.00038374454,0.00054598413,0.000076215925,0.00019338356,0.00006770765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020504404,0.00014898654,0.0002639502,0.00021322037,0.00022357973,0.000038089645,0.000082547034,0.000098285076,0.000063508305],"category_scores_gemma":[0.00007894691,0.00011257673,0.000055274726,0.00024526715,0.0000528367,0.00032953057,0.000023185707,0.00021426998,0.000003079439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029192978,0.0002629543,0.9494992,0.000026146652,0.00056978606,0.0000021984292,0.00032784327,0.0000070218084,9.1478813e-7,0.00009334405,0.00036441037,0.04855426],"study_design_scores_gemma":[0.005683815,0.00058104336,0.99217916,0.000074721436,0.00029603965,4.3973145e-7,0.00035307553,0.0000034048896,0.000021310938,0.0006672928,0.000040397892,0.00009931451],"about_ca_topic_score_codex":0.00088415935,"about_ca_topic_score_gemma":0.0013327893,"teacher_disagreement_score":0.048454944,"about_ca_system_score_codex":0.00020337992,"about_ca_system_score_gemma":0.000024080395,"threshold_uncertainty_score":0.4590746},"labels":[],"label_agreement":null},{"id":"W4409359806","doi":"10.7870/cjcmh-2024-024","title":"The Impact of Using Electronic Forms for Mental Health Assessments on Patient Honesty to Provide Mental Health Information","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Honesty; Mental health; Psychology; Health information; Applied psychology; Clinical psychology; Psychiatry; Social psychology; Health care; Political science","score_opus":0.059845395397910076,"score_gpt":0.46193039575002126,"score_spread":0.4020850003521112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409359806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688483,0.003912933,0.00013719719,0.019286787,0.0020052267,0.0038845302,0.0016401096,0.000018282095,0.00026666684],"genre_scores_gemma":[0.994939,0.0002831857,0.00016249558,0.003891291,0.00006302494,0.00004343702,0.00052059855,0.000039238297,0.00005767576],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99555224,0.0009161482,0.0015725108,0.00013649566,0.00043126164,0.0013913525],"domain_scores_gemma":[0.99667937,0.00017222963,0.0010931822,0.00039452317,0.00010009782,0.0015605965],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027601104,0.0003313327,0.0006001346,0.00059635757,0.0032582257,0.000156797,0.0005287846,0.00007445771,0.00006644167],"category_scores_gemma":[0.000014990054,0.00023632227,0.00028553218,0.0004360653,0.00007971296,0.00062787905,0.00005004166,0.0008894496,0.000015114178],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0025119018,0.0010492057,0.0028806038,0.0010324399,0.0007063548,0.0000040094187,0.11287043,0.00010550163,0.00001890343,0.00531207,0.123650305,0.74985826],"study_design_scores_gemma":[0.02081521,0.21294354,0.06282875,0.010857692,0.00009699159,0.0019543772,0.18946673,0.0036834166,0.00038533317,0.0040321634,0.49084067,0.0020951328],"about_ca_topic_score_codex":0.12792015,"about_ca_topic_score_gemma":0.061818648,"teacher_disagreement_score":0.74776316,"about_ca_system_score_codex":0.013102617,"about_ca_system_score_gemma":0.007839791,"threshold_uncertainty_score":0.9980394},"labels":[],"label_agreement":null},{"id":"W4409389001","doi":"10.1007/978-3-031-83368-7_13","title":"Conclusion","year":2025,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Philosophy","score_opus":0.015418307129840825,"score_gpt":0.30490348417166696,"score_spread":0.28948517704182614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409389001","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005879204,0.004798729,0.000020020114,0.0006012576,0.0011586664,0.0015097064,0.000023562538,0.00022385108,0.9910763],"genre_scores_gemma":[0.002473829,0.00027877322,0.00045900798,0.0005819371,0.00013791499,0.00031227223,0.0005451838,0.000073963856,0.9951371],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729675,0.000036246798,0.00071699586,0.00072287366,0.00034721266,0.00087990024],"domain_scores_gemma":[0.9986825,0.00008216226,0.0003083996,0.0005129728,0.0002556477,0.00015834474],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027809106,0.00062891847,0.00066019734,0.00041445778,0.0009131801,0.00009476507,0.000398582,0.0005436142,0.013874734],"category_scores_gemma":[0.000015186438,0.0005990744,0.00011213799,0.0000912773,0.0001333348,0.0002243281,0.0005812095,0.00034742357,0.0012205638],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002813878,0.000063143554,0.000091061025,0.0011085921,0.00029416344,0.0010854191,0.0019474922,1.521945e-7,7.478775e-7,0.85718113,0.098423384,0.039523337],"study_design_scores_gemma":[0.00059677823,0.00010133102,0.00033724305,0.00035141216,0.000056978035,0.000013060897,0.0025420533,7.031669e-8,0.00014576355,0.021870498,0.9734296,0.0005552066],"about_ca_topic_score_codex":0.000093385286,"about_ca_topic_score_gemma":0.000041653373,"teacher_disagreement_score":0.8750062,"about_ca_system_score_codex":0.0008470344,"about_ca_system_score_gemma":0.0006304072,"threshold_uncertainty_score":0.99964607},"labels":[],"label_agreement":null},{"id":"W4409405479","doi":"10.1177/13634615251326020","title":"Reflections on the explanations of higher psychosis rates among migrant and ethnic minority populations: A critical discourse analysis","year":2025,"lang":"en","type":"review","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Fundação para a Ciência e a Tecnologia; Fonds de Recherche du Québec - Santé; Canada Research Chairs","keywords":"Conceptualization; Ethnic group; Psychosis; Reductionism; Sociology; Explanatory power; Context (archaeology); Medicalization; Psychology; Critical discourse analysis; Immigration; Psychiatry; Epistemology; Political science; Anthropology; Politics; Ideology","score_opus":0.21385240549230305,"score_gpt":0.5569696962592652,"score_spread":0.3431172907669621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409405479","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015318694,0.9837236,0.000029134128,0.0035293777,0.0022688904,0.0013296999,0.0005553405,0.000051272156,0.0069808234],"genre_scores_gemma":[0.023464892,0.96729565,0.00027698808,0.00020746213,0.00029677394,0.0013653513,0.0007108726,0.000028233237,0.0063537536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9974318,0.0005651703,0.0008558565,0.0005914519,0.00022617435,0.00032954494],"domain_scores_gemma":[0.99852663,0.00050966814,0.00024049237,0.0005518369,0.00005731032,0.00011405741],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001843452,0.00045577154,0.0011466353,0.00042430137,0.00051775144,0.000043658063,0.00030404027,0.00035151734,0.0009947461],"category_scores_gemma":[0.000014168216,0.0002538608,0.001016479,0.0019221527,0.00027247274,0.00010338399,0.000012187431,0.00052708306,0.000022361864],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002649071,0.0056449915,0.016692236,0.03599634,0.0178551,0.000008587574,0.007450256,0.000005014785,5.3459024e-7,0.4780534,0.041494727,0.3965339],"study_design_scores_gemma":[0.0037314685,0.0011647539,0.55616635,0.039589643,0.16057861,0.00003959675,0.009206525,0.000018217776,8.259415e-7,0.011194458,0.21473461,0.0035749485],"about_ca_topic_score_codex":0.001506802,"about_ca_topic_score_gemma":0.0061576455,"teacher_disagreement_score":0.5394741,"about_ca_system_score_codex":0.000046389563,"about_ca_system_score_gemma":0.00003340221,"threshold_uncertainty_score":0.99999136},"labels":[],"label_agreement":null},{"id":"W4409490822","doi":"10.1080/10503307.2025.2485165","title":"Treatment and prevention of common mental health problems: comparisons of four low-intensity interventions in a community outpatient setting","year":2025,"lang":"en","type":"article","venue":"Psychotherapy Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Times Higher Education; Academy of Nutrition and Dietetics","keywords":"Psychological intervention; Psychology; Mental health; Psychotherapist; Psychiatry; Clinical psychology","score_opus":0.2455281799689827,"score_gpt":0.5441879236115614,"score_spread":0.29865974364257875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409490822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98944396,0.0031450281,0.00015610013,0.0025228919,0.00018432381,0.0023692746,0.000057432546,0.000014371098,0.0021066195],"genre_scores_gemma":[0.99725354,0.0009751034,0.00024872337,0.00005355697,0.000007235241,0.00026485926,0.000056857163,0.0000114198765,0.0011287257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99651426,0.0019253233,0.00075429823,0.0002351719,0.00019827453,0.0003726931],"domain_scores_gemma":[0.9989164,0.00026148488,0.00023377183,0.00041629007,0.0000968842,0.000075186304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018730703,0.00013588062,0.00046169633,0.0004976858,0.00033080723,0.000014093975,0.00019652705,0.00007363324,0.0001235948],"category_scores_gemma":[0.000006155145,0.00012034085,0.000114049275,0.00050403056,0.0001999742,0.000055096625,0.000042901225,0.0003936233,0.0000036791248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003371349,0.024075009,0.63903934,0.0027817043,0.0004843968,0.000001915184,0.044899795,0.0000042974975,0.00052925834,0.0034139294,0.003917112,0.27748188],"study_design_scores_gemma":[0.01697469,0.0140879275,0.92867976,0.007393244,0.00002440507,0.000008496586,0.019364204,0.00031133063,0.0013424972,0.010005983,0.0015584494,0.0002489978],"about_ca_topic_score_codex":0.010951292,"about_ca_topic_score_gemma":0.011105099,"teacher_disagreement_score":0.28964043,"about_ca_system_score_codex":0.00026058633,"about_ca_system_score_gemma":0.000057824593,"threshold_uncertainty_score":0.99563485},"labels":[],"label_agreement":null},{"id":"W4409620085","doi":"10.1080/13607863.2025.2489727","title":"Older adults’ views and experiences of accessing secondary care mental health services in the community: a metasynthesis of qualitative literature","year":2025,"lang":"en","type":"review","venue":"Aging & Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre","funders":"National Institute for Health and Care Research","keywords":"Mental health; Qualitative research; Psychology; Mental health care; Gerontology; Nursing; Medicine; Psychiatry; Sociology","score_opus":0.09561821853088735,"score_gpt":0.5170015873035014,"score_spread":0.42138336877261406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409620085","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023400528,0.9702964,5.2636784e-7,0.00047157804,0.0005112101,0.0036079602,0.0010631152,0.000018965255,0.00062971434],"genre_scores_gemma":[0.045629576,0.94955474,0.00023742112,0.0017145427,0.000036656234,0.0007104066,0.002008623,0.0000361383,0.00007187609],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9889119,0.0077845864,0.0017933015,0.00054825033,0.00037502003,0.0005869406],"domain_scores_gemma":[0.996457,0.0009807703,0.00176091,0.000623037,0.000039091967,0.00013920182],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023931933,0.0005806541,0.0025043543,0.00047823964,0.0008406423,0.00006966005,0.00079912064,0.00018218721,0.00009926484],"category_scores_gemma":[0.000005090991,0.00038819463,0.0002694282,0.00088310643,0.0002285246,0.00026096668,0.00024983636,0.0009046688,0.0000019735228],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022634253,0.00019897832,0.0000176018,0.09076169,0.000054809643,0.000001300935,0.4699816,1.0248676e-9,7.69424e-9,0.000034803787,0.00012127008,0.43880528],"study_design_scores_gemma":[0.00075454626,0.00031991172,0.000120723096,0.14721783,0.000064056054,0.000020150172,0.830077,3.3726673e-7,0.00000179352,0.000011531604,0.021214603,0.00019753078],"about_ca_topic_score_codex":0.00775875,"about_ca_topic_score_gemma":0.001888349,"teacher_disagreement_score":0.43860775,"about_ca_system_score_codex":0.00036787023,"about_ca_system_score_gemma":0.00038156414,"threshold_uncertainty_score":0.999857},"labels":[],"label_agreement":null},{"id":"W4409623492","doi":"10.1080/23279095.2025.2490290","title":"Impact of depression on cognitive function among women in a psychiatric hospital: Analysis via the Beck Scale Short Version and the Moroccan Version of the Montreal Cognitive Assessment (MoCA) test","year":2025,"lang":"en","type":"review","venue":"Applied Neuropsychology Adult","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Psychology; Depression (economics); Psychiatry; Test (biology); Cognitive impairment; Clinical psychology; Scale (ratio); Beck Depression Inventory; Gerontology; Medicine; Cartography; Geography","score_opus":0.00965225562645542,"score_gpt":0.3500019167265872,"score_spread":0.34034966110013176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409623492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86126864,0.1143639,0.00002689733,0.00009312783,0.00077904563,0.007432454,0.00041366243,0.000031025917,0.015591273],"genre_scores_gemma":[0.7866457,0.21168764,0.0000016287848,0.00016157002,0.000042349428,0.0011449695,0.00017620342,0.000033692704,0.000106212734],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958121,0.0012788366,0.000984006,0.001015004,0.00036721578,0.000542838],"domain_scores_gemma":[0.99488884,0.003083231,0.0010445969,0.0007587637,0.000121049925,0.000103505],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000608667,0.0006046958,0.0017051968,0.0006122026,0.0003480343,0.00001767781,0.00054397056,0.00045892506,0.00013602902],"category_scores_gemma":[0.00006531357,0.00029468292,0.0006937422,0.0022730127,0.00070198625,0.000052045692,0.00022768362,0.0010020742,0.000014467638],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005357618,0.0031323275,0.24589206,0.0017413951,0.0029627355,0.000013299873,0.0013906668,0.0000068813097,0.000001967877,0.000050451323,0.0004317831,0.7390188],"study_design_scores_gemma":[0.0055415635,0.0013246554,0.9820947,0.0028862301,0.0069012297,0.0000064407905,0.0008232242,0.00002101482,0.0000017876965,0.000094220384,0.000038836297,0.00026606303],"about_ca_topic_score_codex":0.0008407781,"about_ca_topic_score_gemma":0.00020223559,"teacher_disagreement_score":0.7387527,"about_ca_system_score_codex":0.00016752968,"about_ca_system_score_gemma":0.000088279194,"threshold_uncertainty_score":0.9999505},"labels":[],"label_agreement":null},{"id":"W4409754057","doi":"10.1016/s2214-109x(24)00563-1","title":"Data gaps in prevalence rates of mental health conditions around the world: a retrospective analysis of nationally representative data","year":2025,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Mental health; Demography; Retrospective cohort study; Environmental health; Medicine; Geography; Psychiatry; Sociology; Internal medicine","score_opus":0.1137411836142086,"score_gpt":0.5333400583935138,"score_spread":0.41959887477930524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409754057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6121309,0.019591348,0.00020636791,0.19315527,0.0011795969,0.0050444133,0.14026645,0.00006181401,0.028363893],"genre_scores_gemma":[0.99042505,0.0011329869,0.00017131178,0.003668005,0.00006333675,0.000048154216,0.0037737489,0.000004449031,0.0007129659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997096,0.0009341345,0.0007302791,0.0005306089,0.00032397415,0.00038501996],"domain_scores_gemma":[0.99666274,0.00048360607,0.0006548917,0.0020798726,0.00006372001,0.00005516821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002196143,0.0001364173,0.0006343517,0.00017681585,0.0003038625,0.000016817461,0.0017191471,0.000028407727,0.00021625815],"category_scores_gemma":[0.000063365944,0.00008785913,0.000044248238,0.0029420343,0.0002861862,0.00018348517,0.00052368885,0.00018426763,0.0000060223633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004347401,0.00063726224,0.748632,0.00023978992,0.0012705114,0.0000014710879,0.0016886615,0.00003053581,0.0000011927426,0.13337477,0.11199865,0.0016904349],"study_design_scores_gemma":[0.00095397676,0.000089309826,0.9912502,0.00018944852,0.000118814765,0.000001238381,0.00182691,0.00074988994,0.0000021431624,0.004095546,0.0006699917,0.00005249238],"about_ca_topic_score_codex":0.010371413,"about_ca_topic_score_gemma":0.039370317,"teacher_disagreement_score":0.3782942,"about_ca_system_score_codex":0.0005131195,"about_ca_system_score_gemma":0.0004061183,"threshold_uncertainty_score":0.9962186},"labels":[],"label_agreement":null},{"id":"W4409832688","doi":"10.21203/rs.3.rs-5448987/v1","title":"Experiences and perspectives on traditional and faith healers' involvement in the care of people with severe mental health conditions in Ethiopia: A scoping review","year":2025,"lang":"en","type":"review","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network","funders":"National Institute for Health and Care Research; Government of the United Kingdom; Department of Health and Social Care; Wellcome Trust","keywords":"Faith; Mental health; Mental health care; Alternative medicine; Medicine; Traditional medicine; Health care; Mental healthcare; Nursing; Psychiatry; Psychology; Political science","score_opus":0.19945355101123632,"score_gpt":0.5292292518764341,"score_spread":0.3297757008651978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409832688","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028726729,0.98634344,1.7069749e-7,0.0015267016,0.000036882924,0.0077012763,0.0003439622,0.000005479666,0.0011694201],"genre_scores_gemma":[0.01543157,0.9790851,0.000012577485,0.00015488312,0.000023461129,0.004789989,0.0004535955,0.000010910607,0.000037927806],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9962095,0.001799987,0.00048960664,0.0005344019,0.0005638292,0.00040266066],"domain_scores_gemma":[0.99846613,0.0009875466,0.00014909545,0.000249393,0.000058844424,0.00008898855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010662576,0.00023209017,0.00095485145,0.0004780818,0.0003439175,0.00003151253,0.0001984362,0.00009889432,0.00019254988],"category_scores_gemma":[0.000029362409,0.00014349642,0.00006255821,0.0008729506,0.0002463212,0.00007536396,0.000048937225,0.00064294017,0.0000021186984],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007391081,0.00080850546,0.0010443099,0.59680665,0.00006462893,0.000030995365,0.26371938,9.62682e-8,7.447672e-9,0.0063296845,0.0012264658,0.12989539],"study_design_scores_gemma":[0.000742407,0.001296926,0.0020181022,0.653578,0.00001866474,0.000023481785,0.3403053,1.3599677e-7,5.2233215e-8,0.000023660312,0.0018629563,0.0001303581],"about_ca_topic_score_codex":0.0010689495,"about_ca_topic_score_gemma":0.0032561398,"teacher_disagreement_score":0.12976503,"about_ca_system_score_codex":0.0004229148,"about_ca_system_score_gemma":0.0006577144,"threshold_uncertainty_score":0.58516145},"labels":[],"label_agreement":null},{"id":"W4410038817","doi":"10.1136/bmjment-2025-301600","title":"Trends and socioeconomic inequalities in acute mental health service use in Canada, 2004–2019: a nationally representative retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"BMJ Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Douglas Mental Health University Institute; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Demography; Socioeconomic status; Mental health; Emergency department; Inequality; Population; Depression (economics); Environmental health; Psychiatry","score_opus":0.038223547985071146,"score_gpt":0.426268049466295,"score_spread":0.3880445014812238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410038817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96437836,0.00082315423,0.000001001195,0.027073972,0.00087849953,0.004170123,0.0010845122,0.000025038917,0.0015653375],"genre_scores_gemma":[0.9840988,0.00016952874,0.0000661285,0.008374723,0.00003179423,0.0006523995,0.0007659123,0.000023506766,0.0058171996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961529,0.00081205886,0.001152733,0.0008103811,0.00034482928,0.00072711],"domain_scores_gemma":[0.9988637,0.00015488535,0.0004152502,0.00030670996,0.000034873527,0.00022455929],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011188233,0.00031256527,0.0007681269,0.0005143661,0.00037667758,0.000042320316,0.00018262977,0.00006424003,0.00032450544],"category_scores_gemma":[0.0000061463415,0.00032798926,0.000036493206,0.0005436875,0.000050659455,0.0003434073,0.00013883665,0.00031772457,0.000014327335],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005279228,0.00074159115,0.946958,0.00007094537,0.00017125905,0.000023727269,0.015103808,0.0000018275134,4.917268e-7,0.0011798871,0.03258034,0.0026402168],"study_design_scores_gemma":[0.00514331,0.00042140036,0.9666163,0.00012786528,0.0000081644985,0.000010448987,0.02708865,0.00006346447,0.00000223496,0.00011533093,0.00020788978,0.00019495739],"about_ca_topic_score_codex":0.9737495,"about_ca_topic_score_gemma":0.990392,"teacher_disagreement_score":0.03237245,"about_ca_system_score_codex":0.011181842,"about_ca_system_score_gemma":0.0017827462,"threshold_uncertainty_score":0.9999172},"labels":[],"label_agreement":null},{"id":"W4410050552","doi":"10.1007/s41811-025-00251-6","title":"A Systematic Review and Meta-Analysis of the Effectiveness of Cognitive Behavioural Therapy for the Middle Eastern Adult Population with Depression and Anxiety Disorders","year":2025,"lang":"en","type":"review","venue":"International Journal of Cognitive Behavioral Therapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of British Columbia; Canadian Mental Health Association; University of Toronto; Western University; Centre for Addiction and Mental Health","funders":"","keywords":"Depression (economics); Anxiety; Meta-analysis; Clinical psychology; Population; Systematic review; Psychology; Cognition; Psychiatry; Medicine; Psychotherapist; MEDLINE; Internal medicine; Environmental health; Biology","score_opus":0.1423857992703519,"score_gpt":0.4660050559006416,"score_spread":0.32361925663028973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410050552","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03619187,0.95670235,0.00014953877,0.000038517195,0.00018423526,0.005905222,0.00081259856,0.0000029938453,0.000012685404],"genre_scores_gemma":[0.30641845,0.69249964,0.0000071616023,0.00008331096,0.000011959638,0.000807482,0.000106114974,0.00001829308,0.00004757431],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9964421,0.0014838057,0.0011682382,0.00027907387,0.0004904859,0.00013629196],"domain_scores_gemma":[0.9928182,0.0031311568,0.0026871525,0.00016855536,0.0011514748,0.00004347112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096092856,0.00038038072,0.0029216977,0.00030527622,0.00010095921,0.000035737718,0.00039385597,0.0001260657,0.000058005076],"category_scores_gemma":[0.00008187352,0.0001619075,0.0015149752,0.0003708798,0.0001622493,0.00013704835,0.00004693562,0.000237927,1.659572e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052798875,0.0025171,0.03467682,0.104164556,0.32879388,0.000008101392,0.00120914,4.9848245e-7,9.087882e-7,0.00013605779,0.0000038101198,0.5232092],"study_design_scores_gemma":[0.0040450147,0.0010956648,0.03491303,0.19170591,0.7672611,0.00006852835,0.0005142373,0.0000019069263,0.000016190243,0.00006402999,0.00002856419,0.00028584193],"about_ca_topic_score_codex":0.00028612625,"about_ca_topic_score_gemma":0.0000673569,"teacher_disagreement_score":0.5229234,"about_ca_system_score_codex":0.000046643407,"about_ca_system_score_gemma":0.000053255153,"threshold_uncertainty_score":0.66023964},"labels":[],"label_agreement":null},{"id":"W4410109853","doi":"10.1101/2025.05.05.25327041","title":"Intersectional Disparities in Mental Healthcare Utilization by Sex and Race/Ethnicity among US Adults: An NHANES Study","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ethnic group; Race (biology); Race and health; Mental health; National Health and Nutrition Examination Survey; Mental healthcare; Health care; Medicine; Gerontology; Demography; Health equity; Psychology; Gender studies; Environmental health; Psychiatry; Political science; Sociology; Population; Anthropology","score_opus":0.05414057812278121,"score_gpt":0.4023631565266251,"score_spread":0.34822257840384385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410109853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927268,0.0020621435,0.000013537318,0.00033033558,0.001991509,0.002034714,0.0003924073,0.00007983782,0.00036870822],"genre_scores_gemma":[0.99612033,0.00032021012,0.00001164464,0.0001980311,0.00009292985,0.00068756327,0.0009315774,0.000020081956,0.0016176086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973978,0.00066566665,0.0005347989,0.00083199976,0.00023919783,0.00033058555],"domain_scores_gemma":[0.99920267,0.000076945515,0.00019231133,0.00035284957,0.000041400606,0.00013385218],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039776918,0.0003276741,0.00043926178,0.00023110554,0.0001917744,0.00005828731,0.00023385498,0.00029280985,0.00023670256],"category_scores_gemma":[0.00001204454,0.00031939565,0.000044642282,0.0001485874,0.000102727194,0.0001420629,0.00032620635,0.0005719259,0.0000049846603],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002772805,0.0012639298,0.98011506,0.0004671919,0.000065347616,0.000021425476,0.010140245,0.0000019570523,0.0000012081057,0.000047817368,0.00028363586,0.007314877],"study_design_scores_gemma":[0.0014063745,0.00035206252,0.9886888,0.00031421814,0.000027166056,0.0000028582276,0.008437661,0.00027628118,0.000038256567,0.000133666,0.00011148022,0.00021117342],"about_ca_topic_score_codex":0.029532302,"about_ca_topic_score_gemma":0.020222213,"teacher_disagreement_score":0.009310087,"about_ca_system_score_codex":0.00021184573,"about_ca_system_score_gemma":0.000032125336,"threshold_uncertainty_score":0.9999258},"labels":[],"label_agreement":null},{"id":"W4410166753","doi":"10.1186/s43058-025-00744-7","title":"Multi-sector determinants of implementation and sustainment for non-specialist treatment of depression and post-traumatic stress disorder in Kenya: a concept mapping study","year":2025,"lang":"en","type":"article","venue":"Implementation Science Communications","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Workforce; Mental health; Context (archaeology); Nonprobability sampling; Workforce development; Scale (ratio); Psychology; Nursing; Business; Medicine; Public relations; Economic growth; Political science; Psychiatry; Environmental health; Population; Economics; Geography","score_opus":0.12944435106791297,"score_gpt":0.5416568162898221,"score_spread":0.41221246522190913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410166753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945151,0.00048791128,0.00053883664,0.0001792613,0.00007521349,0.0039332877,0.00022048828,0.000006303858,0.000043574895],"genre_scores_gemma":[0.9963328,0.0001118175,0.0022988378,0.0000218043,0.000003740004,0.0011058357,0.00009200736,0.0000057199723,0.000027425298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985114,0.00012990017,0.0007052908,0.00028275713,0.00014945866,0.00022120825],"domain_scores_gemma":[0.9986715,0.0002910311,0.00034274114,0.00050206255,0.00014622309,0.000046443605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039942865,0.00012246225,0.00023959433,0.00038764012,0.00043000065,0.000036515554,0.00029073682,0.000022867122,0.00005335427],"category_scores_gemma":[0.000014536987,0.00011040978,0.000024185303,0.00046961138,0.0003038261,0.0002466878,0.00016003443,0.000028301842,2.2190365e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030063908,0.0011314052,0.7805748,0.00004963459,0.000022382395,1.9679946e-7,0.044949498,7.9603376e-7,0.000950863,0.00029991035,0.000003524747,0.17198694],"study_design_scores_gemma":[0.0043787677,0.00041467545,0.73506993,0.00004156022,0.000033952776,3.5857502e-7,0.2581323,0.0002401783,0.0015762687,0.000029601139,0.000023288538,0.000059100865],"about_ca_topic_score_codex":0.007901038,"about_ca_topic_score_gemma":0.026931195,"teacher_disagreement_score":0.2131828,"about_ca_system_score_codex":0.00016923464,"about_ca_system_score_gemma":0.000084525804,"threshold_uncertainty_score":0.99870545},"labels":[],"label_agreement":null},{"id":"W4410223289","doi":"10.2196/preprints.66851","title":"Addressing the Stigma of Mental Illness in Black Families and Communities in Ontario, Canada: Protocol for a Mixed Methods Study (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Preprint; Mental illness; Protocol (science); Social stigma; Psychology; Psychiatry; Medicine; Mental health; Geography; Family medicine; Alternative medicine; Human immunodeficiency virus (HIV); Computer science; World Wide Web","score_opus":0.19908856357639548,"score_gpt":0.48988403274236964,"score_spread":0.29079546916597415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410223289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7903562,0.00006743314,0.000013679198,0.00017850361,0.00049447484,0.20424028,0.000050542916,0.000016350192,0.0045825355],"genre_scores_gemma":[0.64871186,0.0000015724402,0.00060071866,0.000049127004,0.000012420767,0.349624,0.000027535121,0.000021230926,0.0009514955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971377,0.0011290649,0.00075669383,0.0004419567,0.00019125726,0.0003432814],"domain_scores_gemma":[0.9982506,0.0008300366,0.00022083671,0.00061346655,0.000036043868,0.000049042104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001654964,0.0003425378,0.0006515079,0.00020979744,0.00014868139,0.00006739171,0.00044894713,0.00015844915,0.00057197607],"category_scores_gemma":[0.000014241939,0.00023298718,0.000057954516,0.000113919574,0.00018535624,0.000033368062,0.0014649298,0.0008758514,8.990054e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00193448,0.0026341057,0.41340932,0.0047705583,0.00060059386,0.000050996714,0.39238632,0.000100265934,0.0000092499895,0.0016836601,0.003573934,0.17884651],"study_design_scores_gemma":[0.005073959,0.000327852,0.5009151,0.0018307365,0.00007191561,0.000004055083,0.48506257,0.00045356556,0.00029051446,0.0032906793,0.0022326282,0.00044643416],"about_ca_topic_score_codex":0.9967259,"about_ca_topic_score_gemma":0.9996173,"teacher_disagreement_score":0.17840007,"about_ca_system_score_codex":0.0008148769,"about_ca_system_score_gemma":0.00062295794,"threshold_uncertainty_score":0.9500941},"labels":[],"label_agreement":null},{"id":"W4410300334","doi":"10.2196/67156","title":"Population-Wide Depression Incidence Forecasting Comparing Autoregressive Integrated Moving Average and Vector Autoregressive Integrated Moving Average to Temporal Fusion Transformers: Longitudinal Observational Study","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Innovation and Technology Commission; Impact Fund","keywords":"Autoregressive integrated moving average; Univariate; Statistics; Population; Multivariate statistics; Econometrics; Time series; Computer science; Mathematics; Demography","score_opus":0.1821245063023812,"score_gpt":0.4734602539407014,"score_spread":0.2913357476383202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410300334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885753,0.0006770124,0.0066185677,0.0014943387,0.0010925829,0.0009863728,0.00000815807,0.000034070854,0.0005136366],"genre_scores_gemma":[0.9980167,0.00003537054,0.0004087255,0.00017226073,0.00024683512,0.00007132115,0.000049141447,0.000027760925,0.0009718787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99355835,0.0011540741,0.0014968573,0.00060101,0.0024531854,0.0007365002],"domain_scores_gemma":[0.9956937,0.0020895181,0.0005039155,0.00022789015,0.0008357142,0.000649293],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004883549,0.00034551282,0.0007469753,0.0010581833,0.0004894911,0.00028406197,0.0008466181,0.00030479225,0.0012897003],"category_scores_gemma":[0.0028592118,0.00024563126,0.00012449572,0.0007621464,0.00017368777,0.00074113917,0.0004715763,0.0022657393,0.000013289791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018063402,0.00069528,0.939074,0.00013028958,0.0002493634,0.0014362246,0.0055618007,0.00007819863,0.00008538828,0.00020858544,0.0020053969,0.048669163],"study_design_scores_gemma":[0.0036193735,0.0011772733,0.9360283,0.0074023237,0.0000509938,0.00017359995,0.005244442,0.04532909,0.0002486432,0.00017100247,0.0003048721,0.00025006404],"about_ca_topic_score_codex":0.0096871015,"about_ca_topic_score_gemma":0.0025709835,"teacher_disagreement_score":0.048419096,"about_ca_system_score_codex":0.000848531,"about_ca_system_score_gemma":0.0004100155,"threshold_uncertainty_score":0.9999996},"labels":[],"label_agreement":null},{"id":"W4410397523","doi":"10.1007/s42399-025-01898-0","title":"The Recovery Friendly Workplace: A Multidimensional Solution to the Complex Problem of Workplace Stigma of Mental Disorders","year":2025,"lang":"en","type":"article","venue":"SN Comprehensive Clinical Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Newman Theological College","funders":"","keywords":"Stigma (botany); Psychology; Mental illness; Psychiatry; Clinical psychology; Mental health","score_opus":0.065354410539442,"score_gpt":0.438079870382387,"score_spread":0.372725459842945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410397523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83594245,0.008227639,0.0019296638,0.12249036,0.008416601,0.005418667,0.00010056829,0.00006715563,0.017406913],"genre_scores_gemma":[0.99043363,0.0005551306,0.0012529356,0.0034811988,0.0002576092,0.00015411331,0.000073564435,0.000018397202,0.0037733987],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99669313,0.0007049831,0.0013713315,0.00043711864,0.0003938951,0.00039955246],"domain_scores_gemma":[0.9923923,0.0062035215,0.00046518582,0.00056596147,0.00023478121,0.00013823604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009376232,0.00023196563,0.0006228084,0.00009964692,0.00047873767,0.000005441741,0.00042121604,0.00013573242,0.00039998174],"category_scores_gemma":[0.0002526688,0.0001245278,0.00016944375,0.0005761398,0.0009684235,0.000035890233,0.00024973872,0.00037606488,0.000050231032],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008311778,0.0013391752,0.025285034,0.00018630379,0.00077534537,0.000005036202,0.001428505,0.00006657472,0.00045077415,0.010039173,0.4861359,0.4659764],"study_design_scores_gemma":[0.012360188,0.0050618662,0.58488363,0.002163397,0.00032001713,0.0000067061846,0.00800107,0.0005892049,0.00008281254,0.0038109843,0.3823849,0.00033524353],"about_ca_topic_score_codex":0.00045556366,"about_ca_topic_score_gemma":0.00039335826,"teacher_disagreement_score":0.55959857,"about_ca_system_score_codex":0.00005823454,"about_ca_system_score_gemma":0.00005293681,"threshold_uncertainty_score":0.5078096},"labels":[],"label_agreement":null},{"id":"W4410412141","doi":"10.1007/978-3-031-86496-4_8","title":"Self-Stigma and Strategic Disclosure Among College and University Students: Honest, Open, Proud-College","year":2025,"lang":"en","type":"book-chapter","venue":"Knowledge studies in higher education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Stigma (botany); Psychology; Medical education; Social psychology; Medicine; Psychiatry","score_opus":0.08330491106127119,"score_gpt":0.4075031127552554,"score_spread":0.3241982016939842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410412141","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061377365,0.038799666,4.6234142e-8,0.00051791396,0.0043632705,0.0029357977,0.00017352497,0.00005112266,0.8917813],"genre_scores_gemma":[0.24691983,0.0021122075,0.000055629273,0.000033940432,0.00023718302,0.00014668916,0.00005550276,0.000027138958,0.75041187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982701,0.00013372922,0.00037920952,0.0007955218,0.00013847133,0.00028298056],"domain_scores_gemma":[0.9989874,0.00016693924,0.00023242857,0.00033977875,0.00016221771,0.000111269015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022218816,0.00044862827,0.0006404081,0.00031991897,0.0004616338,0.00004744966,0.0004028636,0.00032599218,0.00029450495],"category_scores_gemma":[0.0000039114448,0.00042892856,0.00004157938,0.00017956046,0.0003132003,0.0001847536,0.0006707387,0.00032688858,0.00003891349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001756346,0.001409115,0.06994261,0.0018818727,0.0008766651,0.000060605904,0.007184413,1.4456446e-8,7.4866925e-8,0.87206894,0.044402104,0.001997961],"study_design_scores_gemma":[0.007949394,0.0007086152,0.40090606,0.0052172705,0.0014302694,0.000018554627,0.04120292,0.0000019704003,9.3894283e-7,0.05951731,0.48130268,0.0017440084],"about_ca_topic_score_codex":0.00010891185,"about_ca_topic_score_gemma":0.0010999565,"teacher_disagreement_score":0.8125516,"about_ca_system_score_codex":0.0006235882,"about_ca_system_score_gemma":0.00021330701,"threshold_uncertainty_score":0.99981624},"labels":[],"label_agreement":null},{"id":"W4410415288","doi":"10.1177/07067437251337644","title":"Feasibility and Acceptability of Online Culturally Adapted Cognitive Behavioural Therapy for Depression and Anxiety in Canadians of South Asian Origin: A Randomized Controlled Trial: Faisabilité et acceptabilité de la thérapie cognitivo-comportementale en ligne adaptée à la culture pour traiter la dépression et l’anxiété chez les Canadiens d’origine sud-asiatique : Essai contrôlé à répartition aléatoire","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Centre for Addiction and Mental Health; Mental Health Commission of Canada; University of Ottawa; Queensway-Carleton Hospital; University of Toronto","funders":"Health Canada","keywords":"Anxiety; Randomized controlled trial; Medicine; Physical therapy; Depression (economics); Cognitive therapy; Hospital Anxiety and Depression Scale; Clinical psychology; Psychiatry; Psychology; Cognition","score_opus":0.02122687333803327,"score_gpt":0.3556831270111663,"score_spread":0.33445625367313303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410415288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836975,0.002838357,0.000052496147,0.006129203,0.00027678328,0.0052442467,0.00095753645,0.000008935665,0.0007949866],"genre_scores_gemma":[0.9982223,0.00024152167,0.0006231776,0.0004067507,0.000059350023,0.0002554241,0.00009258823,0.000024481848,0.0000744253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99336636,0.0043050954,0.0013465831,0.00037362645,0.00018923197,0.0004191045],"domain_scores_gemma":[0.99643797,0.0017506201,0.0009175092,0.00020286285,0.00028974502,0.00040131784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049577756,0.00036250605,0.0013624856,0.0002474949,0.00023991721,0.00006494146,0.00023365396,0.00038037356,0.0001772055],"category_scores_gemma":[0.00040814606,0.00023139078,0.00035719786,0.00021287665,0.0006854476,0.00019719188,0.000017981978,0.00060710945,5.3714743e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.2598341,0.0015278375,0.69574803,0.00018612923,0.0006692708,0.000013704546,0.027829356,0.000005120435,0.00008831039,0.003689301,0.00022252178,0.010186318],"study_design_scores_gemma":[0.48447356,0.00036805245,0.49128836,0.0004477861,0.0004531858,0.000047918256,0.019542819,0.000055163313,0.000104848485,0.0029341173,0.00008924809,0.00019494465],"about_ca_topic_score_codex":0.15683088,"about_ca_topic_score_gemma":0.8208716,"teacher_disagreement_score":0.6640407,"about_ca_system_score_codex":0.00027347865,"about_ca_system_score_gemma":0.002454068,"threshold_uncertainty_score":0.9435842},"labels":[],"label_agreement":null},{"id":"W4410449672","doi":"10.1177/08445621251343167","title":"RETRACTED: Family Members’ Perspectives on Mental Illness Stigma: A Community Study","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":true,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University; Queen's University; Toronto Metropolitan University","funders":"","keywords":"Mental illness; Mental health; Psychological intervention; Stigma (botany); Thematic analysis; Shame; Psychiatry; Psychology; Social stigma; Qualitative research; Clinical psychology; Medicine; Social psychology; Family medicine","score_opus":0.1939910741343018,"score_gpt":0.5246400751115902,"score_spread":0.33064900097728833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410449672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9020009,0.0018394232,0.0000016649223,0.0022343714,0.0017904106,0.0005429077,0.000017722754,0.000006618809,0.09156596],"genre_scores_gemma":[0.99701154,0.000017441927,0.000014585926,0.00009735307,0.00014686801,0.000012789187,0.0000037839413,0.000016557968,0.0026790728],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962321,0.002029897,0.00036360318,0.00018960264,0.0005101702,0.00067461724],"domain_scores_gemma":[0.9979718,0.00047849407,0.00010083113,0.00039282805,0.0004204912,0.0006355783],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002972012,0.00014274177,0.0002684395,0.0013997917,0.0021585485,0.0001394046,0.0006218826,0.00013014612,0.0004894911],"category_scores_gemma":[0.00017887616,0.00012732674,0.000074162155,0.0008745429,0.0004190025,0.00013553993,0.000017634386,0.0024554806,0.00003686086],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014289898,0.0056909146,0.040580247,0.00003913539,0.00036572356,0.0012186014,0.5425624,0.0000031285335,0.000100545105,0.0045096064,0.14763051,0.2558702],"study_design_scores_gemma":[0.0017237413,0.0017115345,0.30253863,0.00085264526,0.000027244776,0.00003935848,0.6909465,0.0000024064607,0.000028238423,0.000905289,0.001123895,0.000100486446],"about_ca_topic_score_codex":0.03457674,"about_ca_topic_score_gemma":0.01100265,"teacher_disagreement_score":0.26195836,"about_ca_system_score_codex":0.0030541304,"about_ca_system_score_gemma":0.00077604427,"threshold_uncertainty_score":0.9998459},"labels":[],"label_agreement":null},{"id":"W4410483148","doi":"10.36368/shaj.v5i1.1079","title":"Training of front-line health workers in Somalia on mental health: A mixed-methods effectiveness study on the implementation of mental health gap action programme (mhGAP)","year":2025,"lang":"en","type":"article","venue":"Somali Health Action Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Front line; Mental health; Training (meteorology); Action (physics); Front (military); Line (geometry); Medicine; Psychiatry; Psychology; Environmental health; Political science; Geography","score_opus":0.20771847949109937,"score_gpt":0.5736750915901087,"score_spread":0.3659566120990093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410483148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9415477,0.0015224527,0.0010668607,0.041506056,0.006724117,0.0073164254,0.00012213764,0.00005774561,0.00013654397],"genre_scores_gemma":[0.99458915,0.00042567687,0.0008537759,0.0032164098,0.00021684973,0.00041719113,0.00013630776,0.00004760942,0.00009702321],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9856997,0.008958802,0.0025976507,0.0006512065,0.0007379031,0.0013547034],"domain_scores_gemma":[0.9953788,0.00054715126,0.0030356497,0.0004190069,0.000088287496,0.0005310989],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0109025445,0.00046055656,0.0012004877,0.0009055687,0.0015937285,0.000053490126,0.0002984664,0.00012521213,0.00026217144],"category_scores_gemma":[0.000038654278,0.00037060032,0.00022164757,0.00090716686,0.00010387458,0.00025927054,0.000049118167,0.0010597606,0.000008470054],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036793586,0.003963463,0.075054444,0.00083235966,0.00028929015,0.0000028043653,0.029865043,0.00002138318,0.00004541825,0.0006430015,0.004150295,0.88145316],"study_design_scores_gemma":[0.0129795475,0.01840883,0.62304443,0.002139765,0.000020132644,0.00005643147,0.34072056,0.000044937915,0.0004232465,0.00037137565,0.0015380011,0.00025273365],"about_ca_topic_score_codex":0.012332093,"about_ca_topic_score_gemma":0.0060704183,"teacher_disagreement_score":0.88120043,"about_ca_system_score_codex":0.004058272,"about_ca_system_score_gemma":0.0020176193,"threshold_uncertainty_score":0.9998746},"labels":[],"label_agreement":null},{"id":"W4410567299","doi":"10.3390/healthcare13101201","title":"Beyond the Unitary: Direct, Moderated, and Mediated Associations of Mindfulness Facets with Mental Health Literacy and Treatment-Seeking Attitudes","year":2025,"lang":"en","type":"article","venue":"Healthcare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Mindfulness; Moderated mediation; Psychology; Psychological intervention; Mental health; Moderation; Clinical psychology; Mediation; Multilevel model; Psychotherapist; Social psychology; Psychiatry","score_opus":0.035154228778669874,"score_gpt":0.3901197208939781,"score_spread":0.35496549211530826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410567299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9549593,0.012894996,0.000023263503,0.028078066,0.00025775857,0.001389015,0.00067954167,0.000049678813,0.0016683841],"genre_scores_gemma":[0.996358,0.00018146569,0.00006869009,0.0019742865,0.000024316323,0.00019933877,0.0003981011,0.000015522079,0.0007802781],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984763,0.00034147518,0.00034856025,0.00033223373,0.00013944443,0.00036197877],"domain_scores_gemma":[0.99910355,0.00027360977,0.00020362256,0.00021898578,0.000064158274,0.00013606553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020144568,0.00020147265,0.00037466284,0.000125563,0.0008012553,0.000041460353,0.000077866585,0.00008463518,0.000035403238],"category_scores_gemma":[0.0000061553474,0.00013005473,0.000024005962,0.00033787015,0.00010494275,0.00011702928,0.000036427537,0.0001281478,0.0000024300177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003518788,0.00051171135,0.7747794,0.00039509672,0.00040396047,0.000007937613,0.015207535,0.0000012248656,0.0000060676434,0.014333221,0.00091786456,0.1930841],"study_design_scores_gemma":[0.0056371866,0.0015262633,0.9825946,0.00056864996,0.000092733644,0.00002502071,0.0050232382,0.00026900187,0.00025529682,0.0011927397,0.0025122906,0.00030294718],"about_ca_topic_score_codex":0.009925381,"about_ca_topic_score_gemma":0.0067566507,"teacher_disagreement_score":0.20781523,"about_ca_system_score_codex":0.00022171027,"about_ca_system_score_gemma":0.00013817055,"threshold_uncertainty_score":0.9966676},"labels":[],"label_agreement":null},{"id":"W4410621523","doi":"10.1186/s13033-025-00666-w","title":"Pathway to effective treatment for common mental and substance use disorders in the World Mental Health Surveys: Perceived need for treatment","year":2025,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"Fundação para a Ciência e a Tecnologia; National Institute on Drug Abuse; Eli Lilly and Company; Substance Abuse and Mental Health Services Administration; Servicio Murciano de Salud; Fundación para la Formación e Investigación Sanitarias de la Región de Murcia; Fundação Champalimaud; Medical Research Council; South African Medical Research Council; National Institute of Mental Health; John W. Alden Trust; Consejería de Sanidad y Política Social, Comunidad Autónoma de la Región de Murcia; Robert Wood Johnson Foundation","keywords":"Mental health; Health administration; Substance use; Psychiatry; Psychology; Public health; Medicine; Clinical psychology; Psychotherapist; Nursing","score_opus":0.05152233879310722,"score_gpt":0.43076883565216595,"score_spread":0.37924649685905876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410621523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94223636,0.004433756,0.00031462946,0.030726437,0.007305449,0.012916516,0.0018185303,0.000017194687,0.00023114601],"genre_scores_gemma":[0.99335617,0.00057744037,0.00018316334,0.0016560862,0.00024121774,0.0015485769,0.00037500358,0.000027907816,0.002034422],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996361,0.0010578289,0.0012489331,0.00038302277,0.00040670336,0.0005425209],"domain_scores_gemma":[0.9978642,0.0009168827,0.00070405257,0.00018417774,0.000091994356,0.00023873337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017312068,0.00035132712,0.00074406917,0.00053142686,0.00045638587,0.00013607796,0.00034345512,0.000059311627,0.000012186435],"category_scores_gemma":[0.000009461844,0.00024071806,0.00020942616,0.00022175789,0.000053321975,0.00022788192,0.000025117759,0.00009758601,0.0000034563152],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0168432,0.009511517,0.23477829,0.0005695236,0.0022960173,0.000026163527,0.08893439,0.00006853603,0.00015043635,0.0064969254,0.02352224,0.61680275],"study_design_scores_gemma":[0.07166345,0.029064761,0.6269673,0.004464623,0.000087325454,0.00028064442,0.052439313,0.0007669334,0.00021464829,0.00033616205,0.21292596,0.0007888553],"about_ca_topic_score_codex":0.009485708,"about_ca_topic_score_gemma":0.039978698,"teacher_disagreement_score":0.61601394,"about_ca_system_score_codex":0.0046332655,"about_ca_system_score_gemma":0.0001796759,"threshold_uncertainty_score":0.99918777},"labels":[],"label_agreement":null},{"id":"W4410695212","doi":"10.1177/00048674251336030","title":"Matching needs to services: Development of a service needs index for determining care pathways in youth mental health","year":2025,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Medical Research Future Fund; National Health and Medical Research Council","keywords":"Psychosocial; Mental health; Weighting; Index (typography); Population; Health care; Cohort; Medicine; Percentile; Service (business); Gerontology; Psychology; Psychiatry; Environmental health; Computer science; Statistics; Business","score_opus":0.03864489192586167,"score_gpt":0.3522100426033898,"score_spread":0.3135651506775281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410695212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864543,0.0006211199,0.00013587429,0.009043289,0.0026853648,0.00070836954,0.00007806679,0.000012908528,0.00026069363],"genre_scores_gemma":[0.9867723,0.000009420227,0.008360825,0.0029961132,0.00024136984,0.0000150149845,0.00005672046,0.000026774587,0.0015214639],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9975879,0.00007601053,0.0013582763,0.00020056889,0.00023594325,0.0005412898],"domain_scores_gemma":[0.9986558,0.000031396135,0.0006902224,0.00020222458,0.000087139364,0.00033321546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039793865,0.00026409657,0.00055892725,0.0009473054,0.00017492751,0.00003846316,0.00040803337,0.00013916013,0.00006336396],"category_scores_gemma":[0.0000011471546,0.00023617366,0.00012154862,0.00083577447,0.0000095340065,0.0001564704,0.000051143656,0.00026572065,0.0000064618625],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019673386,0.0006542132,0.46630263,0.0018978076,0.00037399208,0.0000057351617,0.45834267,0.00007793616,0.000069679656,0.00064356514,0.0061753476,0.063489065],"study_design_scores_gemma":[0.018647216,0.002097076,0.32380173,0.008296591,0.0001836808,0.000066959394,0.6269221,0.0000072456583,0.0002652139,0.0018339735,0.017257255,0.0006210015],"about_ca_topic_score_codex":0.0020975946,"about_ca_topic_score_gemma":0.0051427144,"teacher_disagreement_score":0.16857938,"about_ca_system_score_codex":0.0001828691,"about_ca_system_score_gemma":0.0007002905,"threshold_uncertainty_score":0.9630882},"labels":[],"label_agreement":null},{"id":"W4410706159","doi":"10.12927/hcq.2025.27588","title":"Introduction – Mental Health and the Justice System","year":2025,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Mental health; Perspective (graphical); Criminal justice; Economic Justice; Social justice; Psychology; Criminology; Political science; Medicine; Public relations; Psychiatry; Law","score_opus":0.01775738490600101,"score_gpt":0.36713888581801624,"score_spread":0.34938150091201525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410706159","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1718541,0.030299941,0.00028657308,0.76031387,0.015995385,0.0039807083,0.000060159462,0.0002992021,0.016910072],"genre_scores_gemma":[0.98733026,0.00009745106,0.000051632363,0.0064211744,0.00076960557,0.0002399154,0.000058086047,0.000012433623,0.005019448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99809253,0.0005936286,0.00042046548,0.00037457448,0.00012545046,0.0003933643],"domain_scores_gemma":[0.9991809,0.00012799796,0.00014358324,0.00035335452,0.000034578705,0.0001595537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005216081,0.00014926438,0.00027701718,0.00009259602,0.000892133,0.0000454807,0.0001155395,0.00007228388,0.00008004414],"category_scores_gemma":[0.0000046031987,0.00010228967,0.00004090729,0.00021946478,0.00010948339,0.00007437811,0.000012784582,0.00018882439,0.00014463799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009783113,0.000083361476,0.0004521703,0.0021917648,0.000054341846,0.0000030719636,0.0166909,3.2541205e-8,8.6857955e-7,0.5638338,0.076569326,0.33914208],"study_design_scores_gemma":[0.02906883,0.0064958124,0.03350999,0.0013222587,0.00043907005,0.00051521236,0.5413575,0.00041787588,0.000013033154,0.0029852327,0.38305548,0.0008196827],"about_ca_topic_score_codex":0.0033346207,"about_ca_topic_score_gemma":0.0003474009,"teacher_disagreement_score":0.8154762,"about_ca_system_score_codex":0.00024856045,"about_ca_system_score_gemma":0.00008970521,"threshold_uncertainty_score":0.6861656},"labels":[],"label_agreement":null},{"id":"W4410744760","doi":"10.53555/sfs.v10i1.3581","title":"Mental Health Care Act 2017: Current Trends and Challenges in India","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Current (fluid); Mental health; Mental health care; Health care; Political science; Medicine; Psychology; Nursing; Psychiatry; Engineering; Law","score_opus":0.42317931356438326,"score_gpt":0.44807637976482173,"score_spread":0.024897066200438467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410744760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9565581,0.033769805,4.5089504e-8,0.0047660205,0.0017724838,0.000087078275,0.000029073579,0.0000068974446,0.003010515],"genre_scores_gemma":[0.98201525,0.017769482,0.00001879139,0.000053075506,0.00005377254,0.000005699679,0.000011105934,0.0000045378843,0.00006829191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998279,0.00043778736,0.0004554467,0.00019426472,0.00028339284,0.00035014882],"domain_scores_gemma":[0.99934596,0.00018052632,0.00027598126,0.000070601345,0.000023131679,0.00010379916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026046543,0.00010662183,0.00027677315,0.00062133133,0.00016059274,0.00004892136,0.00023603508,0.00004021971,0.0001137516],"category_scores_gemma":[0.00002604127,0.00008009489,0.000028287079,0.0008478202,0.0001965777,0.00036361275,0.000049732407,0.00018105209,0.000006738239],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059171045,0.000064165004,0.7305405,0.000031231666,0.0000037324069,0.000018212138,0.011244911,3.788744e-7,3.0846587e-7,0.000027989936,0.002843648,0.25516576],"study_design_scores_gemma":[0.00065293093,0.0005604176,0.98539287,0.00009799144,8.777605e-7,0.000018838618,0.008926871,0.0000011305161,0.0000018039469,0.000036645084,0.0042411527,0.00006846844],"about_ca_topic_score_codex":0.0007695735,"about_ca_topic_score_gemma":0.006100015,"teacher_disagreement_score":0.2550973,"about_ca_system_score_codex":0.00011208737,"about_ca_system_score_gemma":0.000085673026,"threshold_uncertainty_score":0.34039515},"labels":[],"label_agreement":null},{"id":"W4410794482","doi":"10.1093/phe/phaf006","title":"Mental Health Inequities and the Global South: Towards an Ethical Framework of Harmony","year":2025,"lang":"en","type":"article","venue":"Public Health Ethics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Harmony (color); Environmental ethics; Mental health; Sociology; Political science; Psychology; Philosophy; Psychiatry; Art","score_opus":0.1756962345263865,"score_gpt":0.5083623022595362,"score_spread":0.33266606773314966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410794482","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033184417,0.007235667,0.0017454281,0.9488999,0.0018709439,0.0012089544,0.00025992285,0.0000986675,0.005496064],"genre_scores_gemma":[0.71476436,0.0007221358,0.00089335645,0.28299552,0.00013133955,0.000117361094,0.00007469797,0.000013941257,0.00028727416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949524,0.0021578895,0.001005642,0.0004606898,0.0005412904,0.00088210695],"domain_scores_gemma":[0.99738073,0.0010219647,0.0004203668,0.0005382161,0.00012974892,0.00050895946],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008867558,0.0002338157,0.00067080325,0.00011095815,0.0010724042,0.000103206236,0.00042650566,0.0007462042,0.00024536558],"category_scores_gemma":[0.0006431201,0.00016567358,0.00007682309,0.00056404347,0.0009223746,0.00012097048,0.0002156002,0.0024383566,0.000015867805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023561344,0.00022304695,0.0040727207,0.00064523536,0.00006773532,8.158128e-7,0.13338855,1.05863705e-7,4.7070948e-8,0.8071148,0.0034745913,0.050776765],"study_design_scores_gemma":[0.014103976,0.0023932566,0.15817723,0.001249246,0.000053541684,0.000043624557,0.05841348,0.0003098189,0.000007218812,0.12562868,0.6389014,0.00071850984],"about_ca_topic_score_codex":0.008434887,"about_ca_topic_score_gemma":0.0003784227,"teacher_disagreement_score":0.68157995,"about_ca_system_score_codex":0.0003826698,"about_ca_system_score_gemma":0.0022151042,"threshold_uncertainty_score":0.999863},"labels":[],"label_agreement":null},{"id":"W4410799251","doi":"10.1111/apv.12451","title":"How Do Psychosocial Support Groups in North India Support Collective Action for Mental Health? A Qualitative Study Using a Caring Methodology","year":2025,"lang":"en","type":"article","venue":"Asia Pacific Viewpoint","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Psychosocial; Mental health; Qualitative research; Action (physics); Psychosocial support; Social support; Collective action; Psychology; Sociology; Nursing; Medicine; Psychotherapist; Political science; Social science; Politics","score_opus":0.1888052475709067,"score_gpt":0.5101848930109585,"score_spread":0.3213796454400518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410799251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97423625,0.00037937672,0.0018178426,0.0050006574,0.0037053488,0.008864775,0.00022595536,0.00007921858,0.0056905807],"genre_scores_gemma":[0.99365413,0.000026868915,0.0015996223,0.00043729477,0.00011976375,0.0017020432,0.00019871692,0.00003752258,0.002224033],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951874,0.0020913235,0.0008165695,0.00087459217,0.00023152464,0.0007986142],"domain_scores_gemma":[0.99858373,0.00040330662,0.00047470527,0.00031844145,0.00007773749,0.00014207527],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020530648,0.000365372,0.0008830497,0.0005843806,0.0005959674,0.00007279864,0.00019714145,0.00017933013,0.00015450998],"category_scores_gemma":[0.00004968616,0.00036188203,0.00017284536,0.0010595926,0.000088660796,0.00022388269,0.00007006465,0.00036763272,0.00001620062],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029424473,0.0031574012,0.06959264,0.0003485396,0.0007676026,0.000047682526,0.8551675,7.624452e-7,0.000059388924,0.0041817385,0.008207058,0.055527255],"study_design_scores_gemma":[0.0077859983,0.0028636884,0.10698968,0.00008386189,0.00010119197,0.000023704653,0.8764626,0.000011387389,0.00006619761,0.0026578382,0.0025692102,0.0003846852],"about_ca_topic_score_codex":0.0008107901,"about_ca_topic_score_gemma":0.0044694003,"teacher_disagreement_score":0.055142567,"about_ca_system_score_codex":0.0015909978,"about_ca_system_score_gemma":0.00034632476,"threshold_uncertainty_score":0.9998833},"labels":[],"label_agreement":null},{"id":"W4410810687","doi":"10.7759/cureus.84982","title":"Attitudes of Jordanian Medical Students Toward People With Mental Illness","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Mental illness; Medical education; Family medicine; Psychiatry; Mental health; Nursing","score_opus":0.020648436009274334,"score_gpt":0.40790466852352397,"score_spread":0.3872562325142496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410810687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791662,0.00091251184,0.000048263824,0.00089486537,0.0010564727,0.0003871927,0.000013891519,0.000033684795,0.017486919],"genre_scores_gemma":[0.9962646,0.000057587946,0.000052742143,0.00039205584,0.00004539506,0.00008417107,0.000024167424,0.000009696249,0.0030696243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988061,0.000054283864,0.00022299438,0.00022878997,0.00045865742,0.0002291612],"domain_scores_gemma":[0.9995309,0.000045310924,0.000064392545,0.00023120992,0.000025940171,0.00010222474],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016637621,0.00012224058,0.00022564203,0.000047998114,0.00010091235,0.000017059172,0.00047697368,0.00008407091,0.0033866551],"category_scores_gemma":[0.000007297237,0.00008946473,0.000035532645,0.00018165066,0.0000713235,0.000058156802,0.00012795086,0.00009426567,0.00006763655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024499072,0.0016712872,0.97215474,0.0001276121,0.0002852798,0.00003636589,0.0026817403,9.276441e-8,0.000010224006,0.0041750753,0.0057738684,0.012838728],"study_design_scores_gemma":[0.0027343982,0.00031073068,0.9906234,0.00018637809,0.000054246848,0.00001127023,0.0015783071,0.0000025972968,0.0003722768,0.000095142124,0.003895483,0.00013576052],"about_ca_topic_score_codex":0.001016371,"about_ca_topic_score_gemma":0.0012754049,"teacher_disagreement_score":0.018468674,"about_ca_system_score_codex":0.000066545246,"about_ca_system_score_gemma":0.0000415407,"threshold_uncertainty_score":0.9975244},"labels":[],"label_agreement":null},{"id":"W4410829732","doi":"10.7759/cureus.84944","title":"Trends in Prescription Medication Use for Depression Symptoms: An Analysis of National Health Interview Survey (NHIS) Data From 2019 to 2023","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; National Health Interview Survey; Medical prescription; Depression (economics); Psychiatry; Family medicine; Environmental health; Pharmacology; Population","score_opus":0.24425557380297067,"score_gpt":0.5162471526747984,"score_spread":0.2719915788718277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410829732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97257006,0.004650786,0.009195159,0.0012441254,0.0013410713,0.00092722627,0.00959425,0.000033027114,0.00044431834],"genre_scores_gemma":[0.95544606,0.00010918989,0.0002621933,0.000525606,0.000037181355,0.00012152439,0.04234084,0.0000070200053,0.0011503762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998295,0.00049589085,0.00045806853,0.00042918327,0.0001665944,0.0001552684],"domain_scores_gemma":[0.99882436,0.00026403292,0.00017634887,0.0005889216,0.00007041614,0.000075945376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012562029,0.00009208376,0.00027856586,0.0005332943,0.000050139734,0.0000168087,0.00037995004,0.0000775562,0.0006990676],"category_scores_gemma":[0.000078546684,0.00008391794,0.000038765167,0.00083601003,0.000013120363,0.00030648257,0.00009442767,0.000051541316,0.0000105406825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002706857,0.0008858311,0.70485115,0.00004176753,0.00050689926,2.7190362e-7,0.0007706766,0.000033301294,0.000026933958,0.00029892122,0.078539334,0.21377422],"study_design_scores_gemma":[0.00062896695,0.00008380223,0.99410933,0.00009151835,0.00008218737,3.5779024e-8,0.00006502352,0.0030867385,0.0000079532865,0.00007794033,0.0017107326,0.00005576028],"about_ca_topic_score_codex":0.03414522,"about_ca_topic_score_gemma":0.06741071,"teacher_disagreement_score":0.28925818,"about_ca_system_score_codex":0.00017925554,"about_ca_system_score_gemma":0.000045636814,"threshold_uncertainty_score":0.97228646},"labels":[],"label_agreement":null},{"id":"W4410940340","doi":"10.1186/s12889-025-23225-x","title":"Facilitators in treatment pathways for depression or anxiety among adults in Nepal: a qualitative study","year":2025,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Biostatistics; Anxiety; Qualitative research; Public health; Depression (economics); Epidemiology; Psychiatry; Nursing; Internal medicine","score_opus":0.1225935680969555,"score_gpt":0.47709530201002176,"score_spread":0.3545017339130663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410940340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98964465,0.00048630752,0.00020257491,0.00081978895,0.00045298735,0.0070087155,0.00014055277,0.000077024815,0.0011674188],"genre_scores_gemma":[0.9922468,0.000042173164,0.00036099966,0.00034838726,0.000028280063,0.0055822474,0.00010481199,0.000018859047,0.0012674568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957694,0.0015150766,0.0009141831,0.000739207,0.00017163674,0.00089052494],"domain_scores_gemma":[0.99832076,0.00076347444,0.00019436266,0.0004103084,0.00004318028,0.00026789022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019088835,0.00027632137,0.00055891706,0.000523941,0.00020361325,0.000037566286,0.00019993546,0.00013190962,0.00011651565],"category_scores_gemma":[0.0001308371,0.00020029655,0.00007832972,0.0008549898,0.000041500592,0.00021293164,0.000049456605,0.00014708376,0.00001750223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011149483,0.0043096906,0.72513855,0.00023166822,0.000028169501,0.000007566838,0.15370254,7.222591e-7,1.4108171e-7,0.00080228783,0.0004982207,0.1141655],"study_design_scores_gemma":[0.01293524,0.0018741062,0.7696056,0.00016415148,0.0000046883965,5.734077e-7,0.21335007,0.000115020026,0.000002057117,0.00021271087,0.001586621,0.00014917995],"about_ca_topic_score_codex":0.023744429,"about_ca_topic_score_gemma":0.08994571,"teacher_disagreement_score":0.114016324,"about_ca_system_score_codex":0.001382206,"about_ca_system_score_gemma":0.0006730898,"threshold_uncertainty_score":0.98275656},"labels":[],"label_agreement":null},{"id":"W4411044404","doi":"10.1016/j.neubiorev.2025.106244","title":"Prevalence of mental disorder symptoms among university students: An umbrella review","year":2025,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"Institute for Culture and Society, Western Sydney University; European Social Fund; National Institute for Health and Care Research; Ministerio de Ciencia e Innovación; Department of Health and Social Care; Angelini Pharma; Universidad Internacional de La Rioja; Agencia Estatal de Investigación; European Research Executive Agency; AbbVie; Universidad de Navarra; Ministerio de Ciencia, Innovación y Universidades; Fundación Ciudadanía y Valores","keywords":"Psychology; Clinical psychology; Psychiatry; Developmental psychology","score_opus":0.13402781177468528,"score_gpt":0.4920539354247054,"score_spread":0.35802612365002007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411044404","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010886225,0.9891081,0.000003199432,0.0000025331237,0.0016637193,0.0071677817,0.0003629599,0.000058120313,0.0005449685],"genre_scores_gemma":[0.000052669922,0.99115163,0.00001986287,0.00022773382,0.000031308773,0.00023165754,0.000096818,0.000034813573,0.008153513],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994423,0.0011988975,0.0015339267,0.0014957109,0.0006809413,0.0006675222],"domain_scores_gemma":[0.9965914,0.000010982413,0.0015029383,0.0015083216,0.0000589531,0.00032742927],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009841335,0.00079435983,0.00269566,0.0003022404,0.00032513324,0.000050807066,0.0027958578,0.0002768575,0.0010442878],"category_scores_gemma":[0.000048577844,0.0006140498,0.00083833025,0.0015769224,0.00053355115,0.00044169262,0.0005463847,0.00049494766,0.00015517905],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047500816,0.00092386955,0.0064133117,0.081689686,6.7651274e-7,0.000026291222,0.000029833856,3.045327e-9,4.633393e-7,0.000036948488,0.0012094635,0.9096647],"study_design_scores_gemma":[0.0002229637,0.000379184,0.0025164967,0.10866456,0.0015996562,0.000013434225,0.000014338494,1.233687e-7,7.82893e-8,5.525304e-7,0.88620394,0.00038465974],"about_ca_topic_score_codex":0.0001943869,"about_ca_topic_score_gemma":0.000019573728,"teacher_disagreement_score":0.90928006,"about_ca_system_score_codex":0.00022143326,"about_ca_system_score_gemma":0.00015346533,"threshold_uncertainty_score":0.99986887},"labels":[],"label_agreement":null},{"id":"W4411117876","doi":"10.7759/cureus.85540","title":"Mental Illness Diagnostic Criteria Can Be Simplified With Higher Symptom Prevalence and Correlations: A Simulation Study","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Medicine; Mental illness; Psychiatry; Mental health","score_opus":0.035351987722023116,"score_gpt":0.4005308680344684,"score_spread":0.3651788803124453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411117876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928763,0.0010292432,0.00006191726,0.0004455154,0.0009818145,0.0015174525,0.000046153764,0.000058581376,0.0029830385],"genre_scores_gemma":[0.9949372,0.00002650046,0.00001566336,0.0003147886,0.00004694541,0.00032883006,0.000044363387,0.000011612505,0.0042741382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990905,0.00010522992,0.00019081307,0.00031680646,0.000108097476,0.00018853486],"domain_scores_gemma":[0.9991316,0.00047496997,0.00006393589,0.00023763343,0.00003151454,0.000060343038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007777433,0.00014294677,0.0001435872,0.00005157448,0.0002812646,0.0000437738,0.00009195221,0.000055476106,0.00086454797],"category_scores_gemma":[0.000021884778,0.000115954484,0.000012907995,0.0001554007,0.0000490651,0.00011462066,0.00004363859,0.00007049594,0.000012898978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002387177,0.001197598,0.983355,0.0001016432,0.00015514929,0.000026079253,0.006623511,0.00003906957,0.0000063893,0.0018785853,0.0012194824,0.005158768],"study_design_scores_gemma":[0.0022352296,0.00040966758,0.99419284,0.00009753585,0.0001510548,0.000002158649,0.0013362037,0.0002417233,0.0000092289965,0.00020732389,0.0009658919,0.0001511491],"about_ca_topic_score_codex":0.00036797806,"about_ca_topic_score_gemma":0.00023282979,"teacher_disagreement_score":0.010837826,"about_ca_system_score_codex":0.00008109374,"about_ca_system_score_gemma":0.0000148429335,"threshold_uncertainty_score":0.94661945},"labels":[],"label_agreement":null},{"id":"W4411141064","doi":"10.32920/29274656.v1","title":"Schizophrenia: Proportionality and erasure in Canadian news media","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Erasure; Proportionality (law); Schizophrenia (object-oriented programming); Psychology; Computer science; Political science; Psychiatry; Law","score_opus":0.04398904367095734,"score_gpt":0.37907163711793435,"score_spread":0.335082593446977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411141064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6964956,0.002852059,0.0000059323047,0.006914606,0.002369411,0.0014449011,0.00036233538,0.000052938765,0.2895022],"genre_scores_gemma":[0.98848546,0.000109059096,0.0004181855,0.0009570735,0.00014275814,0.0002985837,0.00044513712,0.000008456385,0.009135288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985538,0.00010070152,0.00034975735,0.0005076716,0.00011327439,0.00037476915],"domain_scores_gemma":[0.99923825,0.00005715101,0.000073927244,0.00031222997,0.000027232589,0.00029119122],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024043184,0.00019823558,0.00029054843,0.00027061507,0.00007494451,0.00003177745,0.00015895438,0.00038961062,0.0028155423],"category_scores_gemma":[0.00001806085,0.00017190959,0.00003714586,0.000113348295,0.00004169067,0.000029237239,0.00013441348,0.0004808726,0.000055806646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016590164,0.00019299037,0.777946,0.00044005006,0.00009306575,0.00014372928,0.0011730723,0.0000017748303,2.0052586e-7,0.06337477,0.009854227,0.14661424],"study_design_scores_gemma":[0.0010510987,0.000014364043,0.9645541,0.0001536801,0.00002561724,0.0000037595503,0.00014170982,0.000010017058,0.0000029705154,0.026476406,0.0073375595,0.00022872121],"about_ca_topic_score_codex":0.9177177,"about_ca_topic_score_gemma":0.981379,"teacher_disagreement_score":0.29198986,"about_ca_system_score_codex":0.00027029368,"about_ca_system_score_gemma":0.00057944714,"threshold_uncertainty_score":0.99809605},"labels":[],"label_agreement":null},{"id":"W4411141116","doi":"10.32920/29274656","title":"Schizophrenia: Proportionality and erasure in Canadian news media","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Erasure; Proportionality (law); Political science; Computer science; Psychology; Law","score_opus":0.04398904367095734,"score_gpt":0.37907163711793435,"score_spread":0.335082593446977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411141116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6964956,0.002852059,0.0000059323047,0.006914606,0.002369411,0.0014449011,0.00036233538,0.000052938765,0.2895022],"genre_scores_gemma":[0.98848546,0.000109059096,0.0004181855,0.0009570735,0.00014275814,0.0002985837,0.00044513712,0.000008456385,0.009135288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985538,0.00010070152,0.00034975735,0.0005076716,0.00011327439,0.00037476915],"domain_scores_gemma":[0.99923825,0.00005715101,0.000073927244,0.00031222997,0.000027232589,0.00029119122],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024043184,0.00019823558,0.00029054843,0.00027061507,0.00007494451,0.00003177745,0.00015895438,0.00038961062,0.0028155423],"category_scores_gemma":[0.00001806085,0.00017190959,0.00003714586,0.000113348295,0.00004169067,0.000029237239,0.00013441348,0.0004808726,0.000055806646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016590164,0.00019299037,0.777946,0.00044005006,0.00009306575,0.00014372928,0.0011730723,0.0000017748303,2.0052586e-7,0.06337477,0.009854227,0.14661424],"study_design_scores_gemma":[0.0010510987,0.000014364043,0.9645541,0.0001536801,0.00002561724,0.0000037595503,0.00014170982,0.000010017058,0.0000029705154,0.026476406,0.0073375595,0.00022872121],"about_ca_topic_score_codex":0.9177177,"about_ca_topic_score_gemma":0.981379,"teacher_disagreement_score":0.29198986,"about_ca_system_score_codex":0.00027029368,"about_ca_system_score_gemma":0.00057944714,"threshold_uncertainty_score":0.99809605},"labels":[],"label_agreement":null},{"id":"W4411174088","doi":"10.1371/journal.pone.0325508","title":"Association between mental illness and disciplinary confinement and its effect on mental health: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut national de psychiatrie légale Philippe-Pinel; Université de Montréal; Douglas Mental Health University Institute","funders":"","keywords":"Meta-analysis; Mental illness; Association (psychology); Mental health; Systematic review; Medicine; MEDLINE; Psychiatry; Psychology; Biology; Internal medicine; Psychotherapist","score_opus":0.20447451497719984,"score_gpt":0.44336518067903374,"score_spread":0.2388906657018339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411174088","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032488175,0.9823031,2.0034837e-7,0.0016511978,0.000056326782,0.013783263,0.0015600332,0.000032145603,0.00028888686],"genre_scores_gemma":[0.00027802133,0.9875617,0.000008600757,0.00042443635,0.000031903473,0.0036041085,0.0014380222,0.00002910772,0.006624108],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9951534,0.0018911246,0.0012858859,0.00079585426,0.00048791888,0.00038581394],"domain_scores_gemma":[0.9970582,0.0010749139,0.0012585741,0.000368081,0.000029142337,0.00021105455],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015444161,0.00062592834,0.009080292,0.00033849562,0.000448325,0.000063374166,0.00015036388,0.00021509752,0.00047320157],"category_scores_gemma":[0.0000481658,0.0004146015,0.0005590364,0.00046313248,0.000024478444,0.00006245989,0.00018839717,0.00027805663,0.000040459698],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068396075,0.0003774353,0.00006400541,0.7841446,0.20995905,0.0000025576653,0.0001614578,4.3978646e-10,1.6757173e-8,0.000030456573,0.00028475985,0.004968871],"study_design_scores_gemma":[0.00048515,0.00058919407,0.000051616014,0.11952689,0.8780384,0.0000026493474,0.000026468286,6.295601e-7,7.947572e-7,0.0000035311243,0.00094789016,0.00032680444],"about_ca_topic_score_codex":0.000048270118,"about_ca_topic_score_gemma":0.000026943018,"teacher_disagreement_score":0.6680793,"about_ca_system_score_codex":0.00038940273,"about_ca_system_score_gemma":0.000028069535,"threshold_uncertainty_score":0.9998306},"labels":[],"label_agreement":null},{"id":"W4411201828","doi":"10.1016/j.ssmmh.2025.100475","title":"The association between mental health self-stigma and multiple mental health conditions: A systematic review","year":2025,"lang":"en","type":"review","venue":"SSM - Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Mental health; Stigma (botany); Substance use; Association (psychology); Psychology; Psychiatry; Clinical psychology; Psychotherapist","score_opus":0.05595610793828477,"score_gpt":0.46837016537867754,"score_spread":0.4124140574403928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411201828","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011773023,0.94491816,0.0000022320296,0.0102728065,0.0029868258,0.032141667,0.008828157,0.000274336,0.000564063],"genre_scores_gemma":[0.00006054578,0.9685104,0.0000998229,0.007847466,0.00028185474,0.0025094391,0.015853966,0.00012517521,0.0047113653],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98496485,0.005750156,0.004589467,0.0014283484,0.0011210769,0.002146086],"domain_scores_gemma":[0.99076045,0.0015840897,0.0054504625,0.0010881745,0.00006134946,0.0010555063],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005786016,0.0012688588,0.006104337,0.00037221907,0.00544497,0.00018715538,0.00077999244,0.00042074276,0.0001388328],"category_scores_gemma":[0.00008960817,0.00092673494,0.0007218214,0.0009063668,0.0001257971,0.00023776085,0.0003390893,0.0011058038,0.00043109115],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013511201,0.00041907592,0.00010782948,0.72003835,0.0010238444,0.0000019027784,0.003182294,2.0975193e-9,2.1731763e-9,0.00053014496,0.12788174,0.14680132],"study_design_scores_gemma":[0.0019075817,0.00088105904,0.00007480039,0.5574488,0.0006944934,0.000085391715,0.0024655915,0.0000020682908,3.574679e-8,0.000040151044,0.43577412,0.00062591105],"about_ca_topic_score_codex":0.00088863075,"about_ca_topic_score_gemma":0.00034592563,"teacher_disagreement_score":0.30789238,"about_ca_system_score_codex":0.0109134875,"about_ca_system_score_gemma":0.002006118,"threshold_uncertainty_score":0.9993183},"labels":[],"label_agreement":null},{"id":"W4411208640","doi":"10.1080/01612840.2025.2512896","title":"Documenting Stigma: A Descriptive Qualitative Study of Psychiatric Emergency Notes of Aggressive Incidents","year":2025,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec; Université de Montréal; Institut national de psychiatrie légale Philippe-Pinel","funders":"","keywords":"Stigma (botany); Psychiatry; Psychology; Qualitative research; Suicide prevention; Medicine; Clinical psychology; Poison control; Medical emergency; Sociology","score_opus":0.05739821877748238,"score_gpt":0.523118155728221,"score_spread":0.4657199369507386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411208640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726191,0.018470448,0.000034799814,0.00075355754,0.0030559998,0.0022074694,0.00003131047,0.000023013403,0.0028042884],"genre_scores_gemma":[0.99809974,0.00030386556,0.00083788345,0.000057304813,0.000041052823,0.00011174531,0.00002645631,0.000019132021,0.00050282193],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9960958,0.0010203632,0.0014825659,0.00047698538,0.000378172,0.0005461214],"domain_scores_gemma":[0.9978293,0.0001687063,0.0015352728,0.00029730037,0.000076771605,0.0000926313],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008489463,0.00025335734,0.0006641636,0.0006493571,0.0003117515,0.000008562062,0.00027180713,0.00008203995,0.00022146695],"category_scores_gemma":[0.000053088115,0.0002519627,0.00007130065,0.0010887015,0.000117608564,0.00017755019,0.000068406414,0.0002198629,0.000009191574],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073342246,0.006536033,0.12910543,0.0005007778,0.00011284804,0.0000079800375,0.80333513,0.0000031614181,0.000034323013,0.0009591316,0.0009897241,0.05768203],"study_design_scores_gemma":[0.005356011,0.0022152797,0.118582316,0.003424838,0.000056414356,0.000002697455,0.86592615,0.000021888869,0.00043821646,0.0037133375,0.000037861322,0.00022501612],"about_ca_topic_score_codex":0.012864741,"about_ca_topic_score_gemma":0.0008528867,"teacher_disagreement_score":0.06259099,"about_ca_system_score_codex":0.00059647684,"about_ca_system_score_gemma":0.0000643414,"threshold_uncertainty_score":0.99999326},"labels":[],"label_agreement":null},{"id":"W4411274143","doi":"10.2196/60628","title":"Use of Online Tools for Mental Health Among Racially and Ethnically Diverse College Students: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ethnically diverse; Mental health; Psychology; Mathematics education; Ethnic group; Sociology; Psychiatry; Anthropology","score_opus":0.17029010825860472,"score_gpt":0.5525022887291642,"score_spread":0.3822121804705595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411274143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927702,0.00009816677,0.00005691432,0.0001576578,0.0007169492,0.0053037954,0.000744636,0.000048513604,0.00010317323],"genre_scores_gemma":[0.9949495,0.000011191113,0.0009806915,0.00027040095,0.000030275505,0.00029792328,0.00025467292,0.000020467785,0.0031848415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976868,0.0005766537,0.0006835006,0.0004510333,0.00024227316,0.0003597212],"domain_scores_gemma":[0.9985208,0.0006310622,0.0003082673,0.0003242739,0.00006159254,0.00015401909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060031365,0.00024358198,0.0005679871,0.00022306007,0.0004514335,0.000067743225,0.0002961086,0.00011184585,0.00017199173],"category_scores_gemma":[0.000049021553,0.00020720487,0.00010546801,0.0002178251,0.00012111824,0.0002773531,0.00023489921,0.00015398045,0.0000015831329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055604876,0.007869859,0.9237567,0.00017861012,0.00057787803,0.0000055255687,0.011304018,2.90246e-7,0.000115101655,0.0014453693,0.007718034,0.046472568],"study_design_scores_gemma":[0.0037281865,0.0015380052,0.9768643,0.000062858555,0.000057442063,1.7352231e-7,0.015791416,0.0000018851002,0.00006264947,0.00006399433,0.0016894313,0.00013968052],"about_ca_topic_score_codex":0.0008152998,"about_ca_topic_score_gemma":0.002416891,"teacher_disagreement_score":0.053107582,"about_ca_system_score_codex":0.00015072331,"about_ca_system_score_gemma":0.00004124789,"threshold_uncertainty_score":0.84495693},"labels":[],"label_agreement":null},{"id":"W4411333948","doi":"10.1016/j.ejtd.2025.100565","title":"The relationship between Complex PTSD symptoms and functional impairment in individuals with attachment trauma and comorbid mental illness","year":2025,"lang":"en","type":"article","venue":"European Journal of Trauma & Dissociation","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Hospital; Dalhousie University","funders":"","keywords":"Mental illness; Functional impairment; Psychology; Clinical psychology; Comorbidity; Psychiatry; Mental health","score_opus":0.055207948776360316,"score_gpt":0.35592034899322644,"score_spread":0.3007124002168661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411333948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928785,0.0005475331,0.00007378745,0.003016177,0.0002421922,0.00034507303,0.00002112094,0.000008781545,0.0028668528],"genre_scores_gemma":[0.9992664,0.000022343853,0.00004980408,0.0001172126,0.00009101213,0.000008304422,0.000048366615,0.000012035142,0.00038455985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981085,0.0007062785,0.0005717841,0.00015139142,0.0002649919,0.00019704376],"domain_scores_gemma":[0.99891543,0.00044961582,0.00043726986,0.000082444516,0.00003735772,0.0000779042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014557434,0.00013417401,0.0001975007,0.00013964839,0.000505783,0.00009149563,0.00009709041,0.000029191395,0.000035189543],"category_scores_gemma":[0.000019004734,0.000091527596,0.000038441838,0.00016994055,0.00007920038,0.00015483792,0.000029051576,0.00021803114,0.000005035971],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001568847,0.00016054581,0.9427945,0.000013324956,0.00014544919,0.00000833262,0.0034767438,0.0000022683662,0.0000018746847,0.0015879152,0.00082766317,0.050824486],"study_design_scores_gemma":[0.0039231293,0.00044013665,0.9910881,0.00012060277,0.00007293121,0.000016884203,0.0026834686,0.000005101423,0.000006469455,0.00018364679,0.0013718037,0.00008773561],"about_ca_topic_score_codex":0.000020161879,"about_ca_topic_score_gemma":0.000037032158,"teacher_disagreement_score":0.05073675,"about_ca_system_score_codex":0.00015426693,"about_ca_system_score_gemma":0.000013610653,"threshold_uncertainty_score":0.38901255},"labels":[],"label_agreement":null},{"id":"W4411349247","doi":"10.1590/1982-0275202542e230008","title":"Acceptance and Commitment Therapy-Based Intervention to Manage Stigma toward Substance use Disorders","year":2025,"lang":"en","type":"article","venue":"Estudos de Psicologia (Campinas)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Pan American Health Organization; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Stigma (botany); Acceptance and commitment therapy; Intervention (counseling); Psychology; Substance use; Psychotherapist; Psychiatry; Clinical psychology; Medicine","score_opus":0.05216548940742955,"score_gpt":0.3748956108753669,"score_spread":0.32273012146793734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411349247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98573416,0.0018739732,0.004013105,0.0034115124,0.000892849,0.0020191486,0.000020628457,0.00015517882,0.001879411],"genre_scores_gemma":[0.9911474,0.00018369472,0.0012215715,0.004148404,0.000029549157,0.0010941228,0.00002432038,0.000022066022,0.0021288989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814254,0.000275372,0.0003510164,0.000565466,0.00013892744,0.00052668],"domain_scores_gemma":[0.9990135,0.00026281909,0.00012346034,0.00043190713,0.000033370685,0.00013493262],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031506584,0.00028261833,0.00030874787,0.00018659073,0.0002683743,0.000104230385,0.000337392,0.00013757504,0.00044553293],"category_scores_gemma":[0.000028286859,0.0002568551,0.00009779654,0.00041010536,0.00010035206,0.00014697296,0.00008715808,0.00019470202,0.00008684797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014012337,0.0018606583,0.7311031,0.00014363803,0.00018859358,0.000034239245,0.0019941241,0.00003060477,0.000053795287,0.0049122456,0.0064339815,0.25184375],"study_design_scores_gemma":[0.0036873803,0.0007256888,0.98506033,0.00013154159,0.000035933128,0.0000010376293,0.00086875336,0.00006889834,0.00026988622,0.00064564066,0.008269621,0.00023529273],"about_ca_topic_score_codex":0.00041901218,"about_ca_topic_score_gemma":0.0014184555,"teacher_disagreement_score":0.25395718,"about_ca_system_score_codex":0.00028188934,"about_ca_system_score_gemma":0.000017696944,"threshold_uncertainty_score":0.9999884},"labels":[],"label_agreement":null},{"id":"W4411357005","doi":"10.3389/fpubh.2025.1600818","title":"Associations of depressive symptoms, social engagement and support, and lifestyle behaviors among non-Hispanic black and Hispanic men with chronic conditions in the United States","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Depressive symptoms; Social support; Gerontology; Psychology; Medicine; Clinical psychology; Psychiatry; Social psychology; Anxiety","score_opus":0.024462922487975082,"score_gpt":0.3474208534037101,"score_spread":0.322957930915735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411357005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99189323,0.0005135568,0.00009659093,0.0050770775,0.0001285011,0.0012058829,0.00018876878,0.000014975334,0.0008814106],"genre_scores_gemma":[0.99752736,0.000554256,0.000049732298,0.00080084364,0.000018915382,0.0002478843,0.0005422495,0.000011693805,0.0002470848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980752,0.000600723,0.0004242103,0.00029524343,0.00014584378,0.0004588085],"domain_scores_gemma":[0.9992705,0.00017624881,0.00026107457,0.00015035049,0.000034611698,0.0001072063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009109473,0.00015253157,0.000334694,0.00046809085,0.00036394506,0.000049785667,0.00012655453,0.00010391717,0.000036259295],"category_scores_gemma":[0.000014904661,0.00012319355,0.000016053624,0.0005909836,0.0002972443,0.00016563645,0.00005780182,0.00031022416,4.4883882e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015414766,0.0002903986,0.96170247,0.000104787105,0.00009874003,0.000006194551,0.01513964,0.0000018748701,5.498552e-7,0.0021675185,0.01679171,0.0036807102],"study_design_scores_gemma":[0.0023288815,0.00034967624,0.98740894,0.000057227717,0.000039755807,0.0000012943384,0.00833419,0.0002597881,8.1364385e-7,0.00022015467,0.00090719596,0.00009208257],"about_ca_topic_score_codex":0.0045974078,"about_ca_topic_score_gemma":0.001855531,"teacher_disagreement_score":0.025706477,"about_ca_system_score_codex":0.00041242462,"about_ca_system_score_gemma":0.00027054502,"threshold_uncertainty_score":0.6949936},"labels":[],"label_agreement":null},{"id":"W4411394818","doi":"10.1177/13591053251344508","title":"Community pharmacists’ perceptions of mental health care: A qualitative study on stigma and barriers","year":2025,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Thematic analysis; Stigma (botany); Mental health; Qualitative research; Pharmacy; Medicine; Nursing; Psychology; Psychiatry","score_opus":0.10443809738187328,"score_gpt":0.5878999866785222,"score_spread":0.4834618892966489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411394818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96697575,0.0034177997,0.00008956969,0.024116086,0.0019502796,0.0009645113,0.00008094181,0.000011923533,0.0023931477],"genre_scores_gemma":[0.98430306,0.00035399618,0.00014773288,0.014895234,0.000046252186,0.00002708885,0.000012857914,0.000013434205,0.00020034649],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9916575,0.006080311,0.0014173631,0.00021482601,0.00022380897,0.00040618895],"domain_scores_gemma":[0.997814,0.00031323495,0.0011038525,0.00033117904,0.00012136444,0.00031638294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003091204,0.00019810138,0.00078641955,0.00049829995,0.0008627103,0.00000889771,0.0002817229,0.000082935534,0.00031146326],"category_scores_gemma":[0.000034247514,0.00016867691,0.00009600119,0.0003025008,0.00022225683,0.000073817675,0.000045402103,0.0008645248,0.000009763353],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026602133,0.0040895017,0.03533849,0.00035431565,0.00044947249,0.00001538377,0.76938117,4.7968814e-7,0.000025271096,0.00059743825,0.10175255,0.085335694],"study_design_scores_gemma":[0.011877904,0.014822348,0.34379077,0.000227035,0.000039367587,0.00010265885,0.62559146,4.7264314e-7,0.0000042771117,0.00046485182,0.0029515112,0.0001273677],"about_ca_topic_score_codex":0.0003697039,"about_ca_topic_score_gemma":0.00009561588,"teacher_disagreement_score":0.30845228,"about_ca_system_score_codex":0.00033516754,"about_ca_system_score_gemma":0.00026491843,"threshold_uncertainty_score":0.68784446},"labels":[],"label_agreement":null},{"id":"W4411412859","doi":"10.1371/journal.pgph.0004712","title":"Effectiveness of barber-facilitated “Doing What Matters in Times of Stress” intervention among urban literate youths in Western Kenya: A cluster randomised trial","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Medicine; Intervention (counseling); Anxiety; Mental health; Psychological intervention; Randomized controlled trial; Cluster randomised controlled trial; Depression (economics); Distress; Psychiatry; Clinical psychology","score_opus":0.024570009335364424,"score_gpt":0.35482185169883446,"score_spread":0.33025184236347005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411412859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911639,0.0011582626,0.00005768595,0.0014401079,0.00079876755,0.003983399,0.00016780334,0.000032722524,0.00119736],"genre_scores_gemma":[0.9988759,0.000033278357,0.000017485561,0.00034530883,0.000016915277,0.00036820793,0.00022083608,0.000009700957,0.000112354704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942879,0.0029556039,0.0014369746,0.00046874105,0.00024176457,0.00060900854],"domain_scores_gemma":[0.99848366,0.0005061703,0.00045950722,0.00031297983,0.00008356005,0.00015415292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024232296,0.00024466348,0.0009081165,0.00045155743,0.000046693676,0.00008398575,0.00025149967,0.00015943826,0.00014729105],"category_scores_gemma":[0.00008402635,0.00022555255,0.00015112422,0.0009116405,0.00009491124,0.0006520745,0.00008964496,0.0001973035,0.000012108372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09517287,0.0055906805,0.86000127,0.0069652847,0.00036003214,0.000016848264,0.006673167,0.000021156786,0.00001034076,0.00064049015,0.00038053325,0.024167357],"study_design_scores_gemma":[0.44380805,0.001455266,0.5380012,0.0116179865,0.000050463455,0.0000013722008,0.0038552112,0.00025021896,0.00015632273,0.00040201552,0.00007843549,0.0003234597],"about_ca_topic_score_codex":0.004653684,"about_ca_topic_score_gemma":0.0010300081,"teacher_disagreement_score":0.34863517,"about_ca_system_score_codex":0.0006780683,"about_ca_system_score_gemma":0.00015960482,"threshold_uncertainty_score":0.9197766},"labels":[],"label_agreement":null},{"id":"W4411436988","doi":"10.1136/bmjopen-2024-095040","title":"Case-finding for depression in primary care (CAIRO): a multicentre, cross-sectional study in England","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"NIHR School for Primary Care Research; National Institute for Health and Care Research","keywords":"Medicine; Depression (economics); Cross-sectional study; Primary care; Family medicine; Population; General practice; Quarter (Canadian coin); Demography; Pediatrics; Gerontology; Environmental health","score_opus":0.14521632472274698,"score_gpt":0.5285618976217342,"score_spread":0.38334557289898724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411436988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701071,0.00012361012,0.000007465577,0.000021652424,0.0006164707,0.016364535,0.000039618644,0.000011172879,0.012708404],"genre_scores_gemma":[0.99132955,6.825691e-7,0.00013058491,0.00012126719,0.000047988506,0.00609962,0.000098501616,0.000009575582,0.0021622377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987849,0.00014476325,0.00037347883,0.00036311554,0.000086644075,0.000247098],"domain_scores_gemma":[0.9994318,0.00022282862,0.000075031,0.00021180412,0.000023632287,0.00003489264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004917145,0.00010725687,0.00019809755,0.0001537668,0.00017722709,0.00009559379,0.00022010852,0.000083691084,0.00013364754],"category_scores_gemma":[0.00002185339,0.000095299794,0.000026151156,0.00017757842,0.000010943892,0.00015194902,0.0002254866,0.00010812425,0.000015979276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020132824,0.00068260456,0.9779862,0.00017458021,0.000018549119,0.000711798,0.0047410517,0.000008973045,0.0000030980973,0.000032421223,0.00007432857,0.013553085],"study_design_scores_gemma":[0.016274776,0.000102031976,0.98051316,0.0001321758,0.000007416075,0.000034283916,0.0024521481,0.00003944316,0.000016728001,0.000026099397,0.00030877418,0.00009299563],"about_ca_topic_score_codex":0.004012569,"about_ca_topic_score_gemma":0.013550835,"teacher_disagreement_score":0.021222472,"about_ca_system_score_codex":0.00030251834,"about_ca_system_score_gemma":0.000053885982,"threshold_uncertainty_score":0.75616837},"labels":[],"label_agreement":null},{"id":"W4411487045","doi":"10.1016/j.psychres.2025.116605","title":"Comorbidity and temporal associations between mental disorders among college students in the world mental health international college student initiative","year":2025,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Fogarty International Center; National Institute of Mental Health; Division of Research Capacity Development; Instituto de Salud Carlos III; Health Canada; Pan American Health Organization; Agència de Gestió d'Ajuts Universitaris i de Recerca; National Health and Medical Research Council; Pfizer Foundation; National Institutes of Health; Suicide Prevention Australia; King Salman Center for Disability Research; Vlaamse regering; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Vetenskapsrådet; Autoritatea Natională pentru Cercetare Stiintifică; Consejo Nacional de Ciencia y Tecnología; Saudi Basic Industries Corporation; European Commission; Ministerio de Ciencia e Innovación; Agencia Nacional de Investigación y Desarrollo; Generalitat de Catalunya; ZonMw; Koning Boudewijnstichting; King Abdulaziz City for Science and Technology; Eli Lilly and Company; John D. and Catherine T. MacArthur Foundation; Ministry of Health – Kingdom of Saudi Arabia; Institut Universitaire de France; Public Health Agency; GlaxoSmithKline; Bristol-Myers Squibb; King Faisal Specialist Hospital and Research Centre; University of British Columbia; Medical Research Council; King Saud University; Pfizer; South African Medical Research Council","keywords":"Mental health; Comorbidity; Psychology; National Comorbidity Survey; Psychiatry; Clinical psychology; Medical education; Medicine","score_opus":0.10222868271740887,"score_gpt":0.526467110724692,"score_spread":0.4242384280072831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411487045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9054476,0.0005232542,0.0000013460743,0.059271015,0.001910178,0.002884166,0.0017965748,0.000022198503,0.028143672],"genre_scores_gemma":[0.9935161,0.000119300814,0.000045147062,0.0009384377,0.00016256642,0.0004578431,0.00053067744,0.000014430553,0.0042154947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957028,0.001506162,0.0005662745,0.00048038882,0.0011216723,0.00062266964],"domain_scores_gemma":[0.99890095,0.0004889753,0.00015025934,0.00026553078,0.00006539183,0.00012887044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002831372,0.00019043857,0.00029777637,0.00063464115,0.0011727596,0.00010882564,0.00082945795,0.0000798069,0.00029199186],"category_scores_gemma":[0.000020032623,0.00015732924,0.000055789802,0.0014535977,0.0002617894,0.00017833729,0.00036141402,0.0007092935,0.000036900376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009667476,0.0017228981,0.8750843,0.00001798259,0.0002123432,0.0000029238356,0.0039690663,5.3566332e-8,9.893721e-8,0.008006904,0.11021837,0.0006684038],"study_design_scores_gemma":[0.0032264597,0.0002169332,0.96529734,0.00008516226,0.000009387816,5.459751e-7,0.023777457,0.0000058040678,3.8166894e-7,0.0019863676,0.0052896882,0.00010446592],"about_ca_topic_score_codex":0.0031627733,"about_ca_topic_score_gemma":0.05234115,"teacher_disagreement_score":0.10492868,"about_ca_system_score_codex":0.0007019764,"about_ca_system_score_gemma":0.00018368292,"threshold_uncertainty_score":0.96495116},"labels":[],"label_agreement":null},{"id":"W4411539588","doi":"10.1037/amp0001386","title":"Decolonizing mental health practice through traditional healing frameworks: Insights from Canada, China, Singapore, and the United States.","year":2025,"lang":"en","type":"article","venue":"American Psychologist","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; University of Toronto","funders":"","keywords":"Mental health; China; Psychology; Psychiatry; Psychotherapist; Political science","score_opus":0.032026527073478535,"score_gpt":0.3844412964236396,"score_spread":0.3524147693501611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411539588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7688196,0.0069536488,0.0013904251,0.20075914,0.0024178878,0.0010423498,0.00032387994,0.00009669041,0.018196395],"genre_scores_gemma":[0.8736025,0.0009713236,0.0018764075,0.12222004,0.000113555965,0.00011225507,0.0008856641,0.000019363664,0.00019887219],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9973898,0.0007576384,0.0005288224,0.0005897343,0.00024791047,0.00048612617],"domain_scores_gemma":[0.99750227,0.0013945084,0.0005059244,0.00042102556,0.00003924326,0.00013705328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028841567,0.00026875426,0.00043874505,0.00009213975,0.001058558,0.00008364736,0.00029150333,0.0000983851,0.00014289125],"category_scores_gemma":[0.000073587544,0.00019599264,0.00004976552,0.0007741684,0.0010919735,0.00014537488,0.00005406081,0.00073036575,0.000009411021],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064883246,0.0024782491,0.017770384,0.00006864271,0.0016859663,0.00021749888,0.037403185,0.000101904756,0.0000053057233,0.17553465,0.609406,0.1488399],"study_design_scores_gemma":[0.014512629,0.001148926,0.46689618,0.00043769283,0.00019720814,0.00010273497,0.072423585,0.00057816866,0.000018483004,0.03535655,0.40737998,0.0009478641],"about_ca_topic_score_codex":0.9334972,"about_ca_topic_score_gemma":0.20421097,"teacher_disagreement_score":0.72928625,"about_ca_system_score_codex":0.00040277414,"about_ca_system_score_gemma":0.00019641095,"threshold_uncertainty_score":0.8141679},"labels":[],"label_agreement":null},{"id":"W4411801881","doi":"10.1371/journal.pgph.0004130","title":"Prevalence and associated factors of mental and substance use problems among adults in Kenya: A community-based cross-sectional study","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Global Affairs Canada; Wellcome Trust","keywords":"Anxiety; Medicine; Cross-sectional study; Mental health; Psychiatry; Logistic regression; Alcohol Use Disorders Identification Test; Environmental health; Poison control; Injury prevention; Internal medicine","score_opus":0.09754749337599802,"score_gpt":0.3911045612567406,"score_spread":0.29355706788074254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411801881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99630886,0.00037737004,0.000002389652,0.00027886368,0.00017610699,0.0020714027,0.0004568066,0.00004818047,0.0002799872],"genre_scores_gemma":[0.99932474,0.000027700586,0.000011546723,0.00029001487,0.0000046422415,0.000115109375,0.00011839011,0.000007225733,0.00010060812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972616,0.0010375549,0.00062459224,0.000342468,0.00026189926,0.00047192976],"domain_scores_gemma":[0.99889445,0.00029682828,0.00027702394,0.00024132815,0.00008708141,0.00020329938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010460386,0.00018335911,0.00033438337,0.00013509422,0.00038619174,0.00009287024,0.00017878012,0.000109749526,0.00003392448],"category_scores_gemma":[0.00009146496,0.00017021138,0.000024835454,0.0005686575,0.00018544565,0.00032699844,0.0000678134,0.0003026839,9.804265e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012827186,0.0047223535,0.9909153,0.0005163268,0.00006988344,0.0000015676726,0.003135321,6.661842e-7,5.0921295e-7,0.00015466698,0.000061947205,0.00029320148],"study_design_scores_gemma":[0.0038711894,0.00062370166,0.99399817,0.0002572198,0.0000064313735,4.7462174e-7,0.001016434,0.000068232235,0.0000014885219,0.00005465953,0.000009220814,0.000092786104],"about_ca_topic_score_codex":0.025443852,"about_ca_topic_score_gemma":0.019030692,"teacher_disagreement_score":0.00641316,"about_ca_system_score_codex":0.0005844629,"about_ca_system_score_gemma":0.00016670355,"threshold_uncertainty_score":0.9988694},"labels":[],"label_agreement":null},{"id":"W4411846568","doi":"10.3899/jrheum.2025-0314.124","title":"Current Barriers to Accessing Mental Healthcare Resources for Inflammatory Arthritis Patients and How to Improve Support","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Mental health; Health care; Focus group; Thematic analysis; Anxiety; Nonprobability sampling; Family medicine; Mental healthcare; Nursing; Qualitative research; Psychiatry; Population","score_opus":0.015904583275954953,"score_gpt":0.34994532556418256,"score_spread":0.3340407422882276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411846568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97559804,0.0024339624,0.00012513822,0.017779449,0.0030775978,0.00086319423,0.00004038288,0.000009961941,0.00007229312],"genre_scores_gemma":[0.99793994,0.00032434537,0.00011146693,0.0013901027,0.000022243914,0.000053760526,0.000004026587,0.000013490286,0.00014064091],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858314,0.00022582438,0.00049460435,0.00017371112,0.0001408039,0.0003819242],"domain_scores_gemma":[0.9987606,0.00023691924,0.00035482334,0.00016126581,0.00013016864,0.00035622422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057568465,0.00015595359,0.00038533795,0.00024732703,0.00040495468,0.000043765416,0.00029567722,0.00007619874,0.00006512842],"category_scores_gemma":[0.000113408234,0.00011049202,0.00006063149,0.0001301545,0.000070879956,0.00011982605,0.00011642512,0.0001923796,0.0000073392994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001652535,0.00008509692,0.6041182,0.00020829354,0.000121871744,0.000003479456,0.011450663,5.2902004e-7,0.00003668573,0.00068565074,0.040283084,0.3413539],"study_design_scores_gemma":[0.027427884,0.010662302,0.5394828,0.0034429184,0.0003497325,0.0010791502,0.035158213,0.000028008872,0.0013157567,0.0033587068,0.37655538,0.0011391557],"about_ca_topic_score_codex":0.00006873302,"about_ca_topic_score_gemma":0.00015184462,"teacher_disagreement_score":0.34021476,"about_ca_system_score_codex":0.00009181469,"about_ca_system_score_gemma":0.00008951629,"threshold_uncertainty_score":0.45057338},"labels":[],"label_agreement":null},{"id":"W4411884092","doi":"10.3899/jrheum.2025-0314.125","title":"Current Practices and Experiences Accessing Care for Mental Health Issues of Inflammatory Arthritis Patients from the Rheum4U Precision Health Registry","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Mental health; Focus group; Health care; Family medicine; Nonprobability sampling; Nursing; Psychiatry; Population","score_opus":0.034068728190463145,"score_gpt":0.4284464756357037,"score_spread":0.39437774744524057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411884092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81800973,0.17218506,0.00006216606,0.0071106227,0.001990923,0.00057125423,0.000035303518,0.0000054165403,0.000029537363],"genre_scores_gemma":[0.9770397,0.022412274,0.00018812872,0.0002655828,0.000021203252,0.00002924527,0.000018713532,0.000008230682,0.000016946678],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99761015,0.0007545907,0.0010028181,0.00016224015,0.00020393662,0.0002662473],"domain_scores_gemma":[0.9953645,0.0010723368,0.003119728,0.00023916863,0.0001287871,0.00007551658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088374387,0.00014470694,0.0005057497,0.000079873185,0.0006372976,0.00003371347,0.0004246436,0.00006158139,0.000043258013],"category_scores_gemma":[0.00014475815,0.0000812993,0.00006404627,0.000094529096,0.00023039224,0.00021507454,0.0000967488,0.00022827298,0.000001077539],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009987596,0.00020485825,0.44438827,0.0002900853,0.0001039427,3.8584966e-7,0.10892652,4.2234666e-7,0.0000018889882,0.00036677642,0.014999007,0.4297191],"study_design_scores_gemma":[0.012959956,0.0035704249,0.35935777,0.010687344,0.00010946387,0.0003064268,0.54383206,0.000036817797,0.00032474945,0.002257484,0.06617921,0.00037830425],"about_ca_topic_score_codex":0.0020441955,"about_ca_topic_score_gemma":0.00063761993,"teacher_disagreement_score":0.43490553,"about_ca_system_score_codex":0.00008044513,"about_ca_system_score_gemma":0.00021280989,"threshold_uncertainty_score":0.49016422},"labels":[],"label_agreement":null},{"id":"W4411889162","doi":"10.1080/17522439.2025.2505513","title":"Expectations about mental health symptom trajectories: associations with stigmatizing beliefs, helping behaviour, and social behaviour towards people diagnosed with schizophrenia","year":2025,"lang":"en","type":"article","venue":"Psychosis","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; Queen's University; University of Toronto","funders":"","keywords":"Psychology; Schizophrenia (object-oriented programming); Mental health; Psychiatry; Clinical psychology; Psychotherapist; Developmental psychology","score_opus":0.01871652709506965,"score_gpt":0.3501053519427737,"score_spread":0.33138882484770404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411889162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900034,0.0014326959,0.00023150831,0.004458533,0.00063187885,0.0012740288,0.00044496072,0.00018421667,0.001338765],"genre_scores_gemma":[0.9957607,0.00009406461,0.001310399,0.0005631639,0.00011456,0.0010053138,0.00054759387,0.000044487613,0.00055976654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978867,0.00015462507,0.00046281808,0.0005804519,0.00032689617,0.00058847055],"domain_scores_gemma":[0.99910456,0.000119914395,0.0003055854,0.00023645427,0.00007607898,0.00015741716],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00016541332,0.00033093835,0.00046377743,0.00026148956,0.0017928539,0.00014199763,0.00017017954,0.00012588118,0.00014772444],"category_scores_gemma":[0.0000058030387,0.00028948006,0.00006952274,0.0006582568,0.00008949064,0.00022824663,0.000033018652,0.000251954,0.000013007537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002659729,0.0009116882,0.9182627,0.000082835584,0.00031355492,0.000005467553,0.05968107,3.8396e-7,0.000005837267,0.002066025,0.004329873,0.014074578],"study_design_scores_gemma":[0.004294863,0.0003606418,0.9773054,0.00027183787,0.00014774276,0.0000060854745,0.017150184,0.0000043588107,0.000018693772,0.000036867834,0.00012496237,0.00027834694],"about_ca_topic_score_codex":0.008447843,"about_ca_topic_score_gemma":0.011214055,"teacher_disagreement_score":0.0590427,"about_ca_system_score_codex":0.0003686043,"about_ca_system_score_gemma":0.00010184457,"threshold_uncertainty_score":0.9999557},"labels":[],"label_agreement":null},{"id":"W4411889661","doi":"10.5339/qmj.2025.34","title":"Impact of dualism on the perception of treatability in psychiatry","year":2025,"lang":"en","type":"editorial","venue":"Qatar medical journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dualism; Mental health; Psychiatry; Variety (cybernetics); Medicine; Perception; Psychotherapist; Psychology; Epistemology","score_opus":0.021191847365074973,"score_gpt":0.43943396573242083,"score_spread":0.41824211836734587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411889661","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36142352,0.0005713183,0.0000041009353,0.0012964354,0.632344,0.000294653,0.0003200635,0.000005757869,0.0037401272],"genre_scores_gemma":[0.28551033,0.0010844113,0.00005494677,0.00018891206,0.71188265,0.000041324034,0.00039136494,0.00003370024,0.0008123538],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99629027,0.0007754405,0.0010440596,0.0002647473,0.0013095918,0.00031590014],"domain_scores_gemma":[0.99718904,0.0015176377,0.0005580186,0.00043151906,0.00010484738,0.00019893188],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019905008,0.00024349002,0.0006276462,0.00024300948,0.000086459106,0.000011528382,0.0006073231,0.0008700772,0.013364716],"category_scores_gemma":[0.0007659214,0.00013140467,0.00036866302,0.00022296571,0.00019383754,0.000043823227,0.000053736916,0.0021496438,0.000025075162],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008249255,0.0012329497,0.011109218,0.00013789053,0.00017022599,0.000027285862,0.0004522474,2.1174212e-7,7.923305e-7,0.00018030168,0.962168,0.023695987],"study_design_scores_gemma":[0.015764534,0.006786329,0.876382,0.009339729,0.0005775152,0.000097736156,0.0031348302,0.0000203368,0.000005054348,0.0077431165,0.079429336,0.0007194751],"about_ca_topic_score_codex":0.0020459548,"about_ca_topic_score_gemma":0.00017570167,"teacher_disagreement_score":0.88273865,"about_ca_system_score_codex":0.00033214097,"about_ca_system_score_gemma":0.0010446898,"threshold_uncertainty_score":0.9875372},"labels":[],"label_agreement":null},{"id":"W4411923106","doi":"10.1186/s13033-025-00671-z","title":"Characterizing modifications to the mental health gap action programme (mhGAP) intervention guide during implementation in low- and middle-income countries using the framework for reporting adaptations and modifications to evidence-based interventions: a systematic review of reviews","year":2025,"lang":"en","type":"review","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Charles-Le Moyne; Université TÉLUQ","funders":"National Institute of Mental Health","keywords":"Psychological intervention; CINAHL; Mental health; Global mental health; Medicine; Implementation research; Health administration; Stakeholder; Stakeholder engagement; Nursing; Public health; Psychiatry; Political science; Public relations","score_opus":0.3909954577567637,"score_gpt":0.5795750103219336,"score_spread":0.1885795525651699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411923106","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007525223,0.9588185,0.006741867,0.010996126,0.0022052813,0.019968715,0.0005021538,0.000012377876,0.0000024788988],"genre_scores_gemma":[0.0048098206,0.98675674,0.0020397527,0.00079654885,0.00021073892,0.005014507,0.0002439426,0.000034468074,0.00009345833],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9878615,0.0017870651,0.00889978,0.00043023255,0.00062482,0.00039659414],"domain_scores_gemma":[0.9840634,0.00085681205,0.013998021,0.00041112307,0.00046911972,0.00020153217],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008891148,0.00037323867,0.0019619288,0.0008569662,0.0006159239,0.00020487315,0.00056621793,0.00009773974,0.000014216469],"category_scores_gemma":[0.00093049096,0.00025161813,0.00057425967,0.0006023154,0.00004927893,0.00035811163,0.000112067864,0.00033662852,0.000002880778],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085038366,0.0002247408,0.00007415235,0.946754,0.00034075658,0.0000015617663,0.0028190832,0.000008914703,8.012125e-7,0.0013663853,0.00018032241,0.048144244],"study_design_scores_gemma":[0.00051990553,0.0002841248,0.00018456148,0.9873736,0.00034285334,0.00019063645,0.0042647286,0.000089181456,0.000001460016,0.000014769508,0.0065794736,0.00015471526],"about_ca_topic_score_codex":0.0011768244,"about_ca_topic_score_gemma":0.00037503234,"teacher_disagreement_score":0.04798953,"about_ca_system_score_codex":0.0023015018,"about_ca_system_score_gemma":0.00052987575,"threshold_uncertainty_score":0.9999936},"labels":[],"label_agreement":null},{"id":"W4411939389","doi":"10.1177/14999013241301093","title":"Challenging Forensic Stigma: The Efficacy of Education and Indirect Contact Interventions in Addressing Stigma Towards Forensic Patients","year":2025,"lang":"en","type":"article","venue":"International Journal of Forensic Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Royal Ottawa Mental Health Centre","funders":"","keywords":"Stigma (botany); Forensic science; Psychological intervention; Psychology; Clinical psychology; Psychiatry; Forensic psychiatry; Medicine; Veterinary medicine","score_opus":0.06387668729098163,"score_gpt":0.43481388280746475,"score_spread":0.37093719551648313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411939389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817192,0.0055630356,0.00010768484,0.0040836614,0.00606655,0.00065149955,0.000050558883,0.000008237468,0.0017495645],"genre_scores_gemma":[0.99821883,0.00031676138,0.00037569998,0.00064920296,0.00015483749,0.000018668032,0.000076750526,0.000013474385,0.00017578679],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99762875,0.00021868857,0.0012207379,0.0002091549,0.0004408336,0.00028186323],"domain_scores_gemma":[0.99823236,0.0002238765,0.0010111097,0.00015034237,0.00027114508,0.000111155015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068175606,0.00018606371,0.00041753636,0.000620847,0.00020531182,0.00004111997,0.0003193246,0.00006623616,0.00008737082],"category_scores_gemma":[0.00007277347,0.0001394552,0.00018157625,0.00022870328,0.000120834906,0.00022498125,0.000098423065,0.00030144368,0.0000024862911],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061783486,0.0013848704,0.06463905,0.00021266675,0.00028869425,0.000006987564,0.004301595,0.000004967101,0.0000081997005,0.0047238055,0.0031385205,0.92067283],"study_design_scores_gemma":[0.0062022726,0.00074256625,0.97931296,0.006300252,0.00005317375,0.00006363867,0.004160021,0.000056926834,0.0003574347,0.0021872697,0.00043111126,0.00013236946],"about_ca_topic_score_codex":0.0008432578,"about_ca_topic_score_gemma":0.0004942781,"teacher_disagreement_score":0.92054045,"about_ca_system_score_codex":0.00060939527,"about_ca_system_score_gemma":0.00026929833,"threshold_uncertainty_score":0.5686818},"labels":[],"label_agreement":null},{"id":"W4411971461","doi":"10.1177/00914509251352400","title":"Agency Revisited: Addiction Services’ Clients’ Recovery in the Light of the Brain Disease Model of Addiction (BDMA)","year":2025,"lang":"en","type":"article","venue":"Contemporary Drug Problems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Addiction; Agency (philosophy); Brain disease; Psychiatry; Psychology; Disease; Medicine; Sociology; Internal medicine","score_opus":0.029152508238056492,"score_gpt":0.30759522893505975,"score_spread":0.27844272069700327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411971461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8070426,0.01858356,0.000115779905,0.010749477,0.0014729588,0.00417282,0.00038896783,0.000062736544,0.15741113],"genre_scores_gemma":[0.9897696,0.00010021259,0.0000097475495,0.0014931972,0.000033781776,0.0002626676,0.00014205808,0.000012751623,0.008176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980688,0.00047425475,0.00071988156,0.00031663963,0.00022780556,0.00019262623],"domain_scores_gemma":[0.9987172,0.00010992323,0.00042830934,0.00064377516,0.000054299133,0.000046491372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006694301,0.0001672649,0.00025258688,0.00016829836,0.00014055462,0.00001595414,0.00046485206,0.00008360697,0.00010293483],"category_scores_gemma":[0.000013433721,0.00010538965,0.00014331307,0.00060876657,0.00005058428,0.00026719255,0.00008276534,0.00019512112,0.000011516924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038171257,0.006239771,0.46260417,0.0051506776,0.00073811517,0.000025665177,0.03067406,0.0016132658,0.0015087724,0.030914424,0.36763263,0.08908135],"study_design_scores_gemma":[0.015931671,0.00069384265,0.79048073,0.014126329,0.00065460306,0.000005126949,0.0045605013,0.018969903,0.0016539757,0.04457379,0.1072007,0.0011488372],"about_ca_topic_score_codex":0.00036741977,"about_ca_topic_score_gemma":0.00006277155,"teacher_disagreement_score":0.32787657,"about_ca_system_score_codex":0.00005367869,"about_ca_system_score_gemma":0.00009011033,"threshold_uncertainty_score":0.4297665},"labels":[],"label_agreement":null},{"id":"W4412049445","doi":"10.1016/j.ssmmh.2025.100490","title":"Reducing the sense of separation: Investigating the temporal association of continuum beliefs and interconnected explanations with stigma and advocacy for individuals with anxiety disorders and schizophrenia","year":2025,"lang":"en","type":"article","venue":"SSM - Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hong Kong Polytechnic University; Manitoba Health Research Council","keywords":"Psychology; Association (psychology); Stigma (botany); Anxiety; Schizophrenia (object-oriented programming); Clinical psychology; Developmental psychology; Psychiatry; Psychotherapist","score_opus":0.014583509470908255,"score_gpt":0.34795926687366996,"score_spread":0.3333757574027617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412049445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908509,0.0010322877,0.00006744166,0.0060630613,0.00010013217,0.0015869375,0.000103085615,0.000012450527,0.0001836691],"genre_scores_gemma":[0.99801487,0.00013365432,0.0010374256,0.000377263,0.000024901341,0.0001179045,0.00011300971,0.00000830674,0.00017269298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898434,0.00018932861,0.00032165414,0.00020531473,0.000119692006,0.00017969136],"domain_scores_gemma":[0.9990508,0.00033226688,0.00041028825,0.00011583077,0.000039080078,0.00005176702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005751624,0.00011661848,0.00020755817,0.000059960035,0.00055266934,0.000025106801,0.000045673078,0.000043262502,0.000005116104],"category_scores_gemma":[0.000021943652,0.000067953224,0.000013124047,0.00018678085,0.000174592,0.000099566554,0.0000323733,0.000104203966,9.0749616e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008356231,0.00025638074,0.7810392,0.00074171775,0.00043419097,2.5025705e-7,0.15690084,0.0000026202144,0.0001252046,0.0064582075,0.0045271805,0.048678577],"study_design_scores_gemma":[0.014922946,0.002764525,0.808513,0.0015625473,0.00019627892,0.000029756162,0.16736701,0.00033319215,0.00090374885,0.0022058552,0.0008895341,0.00031161847],"about_ca_topic_score_codex":0.000801002,"about_ca_topic_score_gemma":0.002084015,"teacher_disagreement_score":0.04836696,"about_ca_system_score_codex":0.00005601851,"about_ca_system_score_gemma":0.00009806395,"threshold_uncertainty_score":0.42507416},"labels":[],"label_agreement":null},{"id":"W4412135264","doi":"10.4236/oalib.1113642","title":"Addressing Depression: A Comparative SWOT Analysis of Mental Health Systems in Canada and Yemen","year":2025,"lang":"en","type":"article","venue":"OALib","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"SWOT analysis; Mental health; Depression (economics); Psychology; Medicine; Psychiatry; Business; Marketing; Economics","score_opus":0.09879589053063453,"score_gpt":0.4480045551050134,"score_spread":0.3492086645743789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412135264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98487294,0.0060656243,0.000007806594,0.00027948388,0.00030872592,0.00032956112,0.000065831715,0.0000054105685,0.008064599],"genre_scores_gemma":[0.9989159,0.000017846021,0.00001673174,0.00022196204,0.000006883641,0.000037589794,0.00006105468,0.000002623165,0.0007193913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990934,0.00014991612,0.0003021203,0.00018185323,0.00009812249,0.00017455159],"domain_scores_gemma":[0.9996154,0.00006239414,0.00012721684,0.00012865574,0.00000980869,0.000056576824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011287969,0.00007879554,0.00036808162,0.00018029608,0.00008192582,0.000010007284,0.000065795095,0.000023177372,0.00012790044],"category_scores_gemma":[9.822569e-7,0.000067261666,0.000019437257,0.00047310893,0.00001976149,0.00003373256,0.00003116881,0.00005403912,9.360155e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011178745,0.00011515012,0.9798984,0.0001382202,0.00052465004,0.000008894493,0.002906107,0.000057273726,0.00001605514,0.00083222764,0.006529101,0.008862165],"study_design_scores_gemma":[0.0012651603,0.000035178145,0.98904127,0.00032259503,0.000094803596,0.0000010526658,0.006290357,0.001494176,0.00006782712,0.000012260725,0.0012925605,0.00008276713],"about_ca_topic_score_codex":0.94825625,"about_ca_topic_score_gemma":0.91562,"teacher_disagreement_score":0.032636233,"about_ca_system_score_codex":0.00028576065,"about_ca_system_score_gemma":0.0001620371,"threshold_uncertainty_score":0.2742851},"labels":[],"label_agreement":null},{"id":"W4412514855","doi":"10.1177/07067437251359183","title":"Analysis of Demographic and Practice Characteristics of Psychiatrists in Three Canadian Provinces: Analyse des caractéristiques démographiques et de la pratique des psychiatres dans trois provinces canadiennes","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Ontario Tech University; Institute for Clinical Evaluative Sciences; University of Manitoba; Simon Fraser University; Manitoba Health; Ontario Shores Centre for Mental Health Sciences; University of British Columbia; Vitalité Health Network; University of Toronto; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Humanities; Geography","score_opus":0.013625575318153865,"score_gpt":0.33797034483148103,"score_spread":0.32434476951332714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412514855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97848034,0.010024271,0.00007709953,0.004538407,0.00047026027,0.00045258948,0.00025566848,0.0000075478374,0.0056937947],"genre_scores_gemma":[0.99374026,0.00067063747,0.0048398618,0.0005788769,0.00007491608,0.000027118225,0.000015326852,0.000023340743,0.000029675854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961987,0.0014299526,0.0012491978,0.00029740555,0.0001914292,0.0006332838],"domain_scores_gemma":[0.9966283,0.0007433182,0.001214701,0.0004064762,0.0003616177,0.00064559217],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002970687,0.00031631294,0.00077512243,0.0033896884,0.00044486835,0.000110262605,0.00061862025,0.00025293665,0.000039371083],"category_scores_gemma":[0.0002967459,0.00024630976,0.00028877598,0.0026496395,0.0012324089,0.00033577747,0.000015858916,0.00055356167,1.9369793e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026103485,0.00017497549,0.95445955,0.00021964684,0.0017655717,0.000046083227,0.00778832,0.0000142833205,0.0000062220447,0.030715363,0.00021810959,0.0043308474],"study_design_scores_gemma":[0.00053955184,0.00035264328,0.9717662,0.00038609773,0.00199692,0.000089223766,0.009277769,0.0000269992,0.000008866458,0.015177685,0.00019227913,0.00018580056],"about_ca_topic_score_codex":0.9798993,"about_ca_topic_score_gemma":0.99989563,"teacher_disagreement_score":0.01999634,"about_ca_system_score_codex":0.0006674778,"about_ca_system_score_gemma":0.010072601,"threshold_uncertainty_score":0.9999989},"labels":[],"label_agreement":null},{"id":"W4412585512","doi":"10.1017/ipm.2025.18","title":"Assessing outcomes and satisfaction in a sustained national primary care youth mental health programme: a brief multi-methods report","year":2025,"lang":"en","type":"article","venue":"Irish Journal of Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health","funders":"","keywords":"Mental health; Distress; Intervention (counseling); Medicine; Scale (ratio); Psychology; Clinical psychology; Psychiatry","score_opus":0.17739090339189215,"score_gpt":0.5630498365453744,"score_spread":0.3856589331534823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412585512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9623046,0.00985425,0.0029962827,0.014507388,0.0023642592,0.00088833075,0.00001036087,0.000033317323,0.0070412164],"genre_scores_gemma":[0.97942144,0.000150665,0.016163884,0.0037335895,0.00014541825,0.000021303944,0.00005304142,0.0000101898995,0.00030046634],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99699324,0.00062035193,0.001275256,0.00035115788,0.0003876076,0.0003723792],"domain_scores_gemma":[0.99840647,0.00027040468,0.00076889805,0.00013752378,0.00021381477,0.00020287748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026883811,0.00020103042,0.00066195463,0.00040593784,0.00016983825,0.000037224912,0.00012346992,0.00015390424,0.0001147103],"category_scores_gemma":[0.00038159158,0.0001334437,0.00007657266,0.00040276148,0.0001881109,0.00020105598,0.00003659725,0.0005132887,7.6240593e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037724726,0.00060431217,0.4732911,0.0001384791,0.00008777788,0.00028336182,0.003192279,3.2545634e-7,0.00003308276,0.00012449699,0.0026840698,0.51918346],"study_design_scores_gemma":[0.0087234555,0.0008183982,0.9714818,0.0005097362,0.0000394163,0.00057345856,0.01673162,0.0000039812444,0.0000019212177,0.00026384526,0.00075919175,0.0000931789],"about_ca_topic_score_codex":0.00034599335,"about_ca_topic_score_gemma":0.000036215537,"teacher_disagreement_score":0.5190903,"about_ca_system_score_codex":0.0004397904,"about_ca_system_score_gemma":0.0000833554,"threshold_uncertainty_score":0.5441676},"labels":[],"label_agreement":null},{"id":"W4412640196","doi":"10.1038/s44220-025-00459-7","title":"Modeled estimates of the health outcomes and economic value of improving the social determinants of mental health","year":2025,"lang":"en","type":"article","venue":"Nature Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital","funders":"National Health and Medical Research Council; Department of Social Services, Australian Government; Queensland Health","keywords":"Mental health; Social determinants of health; Value (mathematics); Environmental health; Psychology; Economics; Demographic economics; Public economics; Medicine; Economic growth; Psychiatry; Health care; Statistics; Mathematics","score_opus":0.01953208797827892,"score_gpt":0.42328115033449054,"score_spread":0.4037490623562116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412640196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96881527,0.008594082,0.0000076585275,0.018182324,0.0014926257,0.0020231719,0.00060215004,0.000016297625,0.00026643398],"genre_scores_gemma":[0.995773,0.00022192212,0.00026662298,0.0034167394,0.000030914256,0.000032144242,0.000036967867,0.000018727367,0.00020294896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974743,0.0003584708,0.0010690299,0.00034977595,0.00023343493,0.000514988],"domain_scores_gemma":[0.9981811,0.00015188835,0.0011967598,0.00034547428,0.000020717405,0.00010405294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089867006,0.00024685738,0.0008343359,0.00011357041,0.000809092,0.000009345166,0.00037307097,0.00016005225,0.000029627668],"category_scores_gemma":[0.00000806814,0.00015103277,0.00014813308,0.00017270453,0.00024819718,0.00007349339,0.00019505338,0.00039014878,0.0000012368109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010873477,0.0013248555,0.6413903,0.0045104334,0.00031388123,5.883661e-7,0.023509074,0.000004427712,0.00009574486,0.028843345,0.0089312,0.2899888],"study_design_scores_gemma":[0.0061187167,0.0014370794,0.9797875,0.0008441293,0.000039998184,0.000015605376,0.0061771856,0.0016417026,0.0020750088,0.001338698,0.00028253937,0.00024179037],"about_ca_topic_score_codex":0.010434454,"about_ca_topic_score_gemma":0.0018172177,"teacher_disagreement_score":0.33839723,"about_ca_system_score_codex":0.00056661654,"about_ca_system_score_gemma":0.0005507604,"threshold_uncertainty_score":0.99615514},"labels":[],"label_agreement":null},{"id":"W4412653191","doi":"10.1097/cm9.0000000000003599","title":"Impact of early detection and management of emotional distress on length of stay in non-psychiatric inpatients: A retrospective hospital-based cohort study","year":2025,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Retrospective cohort study; Emotional distress; Psychiatry; Medicine; Distress; Psychiatric hospital; Cohort; Psychological distress; Clinical psychology; Psychology; Emergency medicine; Mental health; Anxiety; Internal medicine","score_opus":0.00586359270233149,"score_gpt":0.3543308288904833,"score_spread":0.3484672361881518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412653191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99743336,0.00009304198,0.00021967955,0.00005631036,0.00064721995,0.00075544184,0.000023320472,0.0000034500529,0.0007681818],"genre_scores_gemma":[0.9998261,0.00003910578,0.000023460067,0.000009983576,0.000040255316,0.000027723276,0.0000047009494,0.0000064286455,0.000022297432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833727,0.00014206849,0.00060559413,0.00019049621,0.00056955294,0.00015501842],"domain_scores_gemma":[0.9992608,0.00007693405,0.00033323883,0.00014352656,0.00007749253,0.00010804239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046516393,0.00013625888,0.0003616424,0.0003782033,0.000055676053,0.0000060997363,0.0001420514,0.0000711907,0.00021533642],"category_scores_gemma":[0.000038908693,0.000090300615,0.000092830414,0.0005315068,0.00007925075,0.00005195741,0.000034648074,0.00028463113,7.75647e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008769088,0.005302016,0.97466594,0.0001029853,0.0003813489,0.000032774395,0.00040020017,0.00000574359,0.0000020027169,0.00003238732,0.000020340873,0.01817733],"study_design_scores_gemma":[0.005736508,0.0039739623,0.989329,0.00031011977,0.000054814813,0.0000022053716,0.00017463038,0.00009023699,0.0000062508398,0.00026818272,1.6254764e-7,0.00005392224],"about_ca_topic_score_codex":0.0004079833,"about_ca_topic_score_gemma":0.000051886866,"teacher_disagreement_score":0.018123407,"about_ca_system_score_codex":0.00016833624,"about_ca_system_score_gemma":0.000036485184,"threshold_uncertainty_score":0.36823523},"labels":[],"label_agreement":null},{"id":"W4412686064","doi":"10.3389/frhs.2025.1663204","title":"Editorial: Mental health services for occupational trauma: decreasing stigma and increasing access, volume 2","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Health Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Stigma (botany); Mental health; Psychology; Psychiatry; Medicine","score_opus":0.015362573513767136,"score_gpt":0.3792791944337237,"score_spread":0.3639166209199566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412686064","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037853196,0.03381674,0.00012274581,0.0015155887,0.9521002,0.0043962346,0.003876162,0.00016792808,0.000219076],"genre_scores_gemma":[0.0009647763,0.0043601715,0.008058533,0.0022654708,0.96668917,0.0010440978,0.015689405,0.00015433278,0.0007740408],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99254346,0.0009463264,0.0020862725,0.0016875633,0.0010761836,0.0016601929],"domain_scores_gemma":[0.9956725,0.00097141997,0.0018346925,0.0006038711,0.0002530292,0.0006644594],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026125414,0.0009263782,0.0018586887,0.00092858914,0.001580186,0.0004704031,0.0011354196,0.0013177514,0.00007971271],"category_scores_gemma":[0.000034097637,0.0009792255,0.00014836901,0.0006058727,0.0001104812,0.00084039685,0.00032215426,0.0009916583,0.000008007519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029475398,0.00033960637,0.025242623,0.024870556,0.00017294825,0.0000023903242,0.0030129654,0.000001649755,5.6694446e-8,0.00003636159,0.91083795,0.032535367],"study_design_scores_gemma":[0.004956606,0.0005218004,0.011772177,0.006919471,0.000058719124,0.0000023330779,0.0027649892,0.0003703779,4.756444e-7,0.0006819705,0.9713559,0.0005951679],"about_ca_topic_score_codex":0.09266146,"about_ca_topic_score_gemma":0.008834545,"teacher_disagreement_score":0.08382692,"about_ca_system_score_codex":0.0017315393,"about_ca_system_score_gemma":0.0015446907,"threshold_uncertainty_score":0.9999787},"labels":[],"label_agreement":null},{"id":"W4412709936","doi":"10.1186/s12888-025-07121-7","title":"Factors associated with non-adherence to clinic visits among patients with severe mental illness enrolled in the SMILE study in Uganda","year":2025,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Medical Research Council; London School of Hygiene and Tropical Medicine","keywords":"Mental illness; Psychiatry; Medicine; Medication adherence; Severity of illness; Clinical psychology; Mental health; Internal medicine","score_opus":0.033355347890671995,"score_gpt":0.36037316821418885,"score_spread":0.32701782032351684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412709936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898357,0.000040546187,0.000004427753,0.00007085222,0.0013597006,0.004016084,0.00003832884,0.000029705392,0.0046047033],"genre_scores_gemma":[0.99793094,6.015056e-7,0.000019812813,0.00041124484,0.000022771366,0.0005382817,0.000071956834,0.000021654412,0.0009827603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978149,0.00038093887,0.00048121894,0.00054189446,0.00032411522,0.00045692275],"domain_scores_gemma":[0.9991376,0.00016117495,0.00018223519,0.00040896455,0.000032903212,0.00007713275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036199964,0.00030147587,0.0003989174,0.00022630722,0.00021791899,0.000045719116,0.0004205363,0.00011349156,0.00028891634],"category_scores_gemma":[0.000013680005,0.00017447496,0.00004549399,0.0011025215,0.000032606553,0.00012428625,0.00005607154,0.00029108324,0.00003798561],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011937625,0.0045472304,0.98528624,0.000021862064,0.00008544966,0.0000020878672,0.007389183,0.0000040608447,5.9679984e-8,0.0000101079595,0.000967171,0.0004927891],"study_design_scores_gemma":[0.013875418,0.0017477733,0.9653666,0.00027518094,0.0000386516,1.3152601e-7,0.018429598,0.0000033946435,8.5907175e-7,0.000028702383,0.000009652892,0.00022406402],"about_ca_topic_score_codex":0.0010507072,"about_ca_topic_score_gemma":0.048597705,"teacher_disagreement_score":0.047546998,"about_ca_system_score_codex":0.0001419109,"about_ca_system_score_gemma":0.000099322446,"threshold_uncertainty_score":0.96876293},"labels":[],"label_agreement":null},{"id":"W4412736483","doi":"10.1016/j.cpr.2025.102628","title":"A scoping review of decision-aid tools for disclosure and help-seeking of mental health concerns","year":2025,"lang":"en","type":"review","venue":"Clinical Psychology Review","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"National Health and Medical Research Council; Suicide Prevention Australia","keywords":"Psychology; Mental health; Applied psychology; Psychotherapist","score_opus":0.5407390222071295,"score_gpt":0.6873280747704196,"score_spread":0.14658905256329002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412736483","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000016410401,0.97491616,0.00012777434,0.0016892715,0.002718778,0.018402737,0.00069525896,0.000025894115,0.0014225073],"genre_scores_gemma":[5.532933e-7,0.98440516,0.00091957144,0.011862434,0.0002246457,0.001654793,0.00060483866,0.00005749869,0.00027052226],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9881108,0.0021673213,0.0074807457,0.0013817033,0.00024961727,0.00060985616],"domain_scores_gemma":[0.9858765,0.0077474606,0.0045618075,0.0013862776,0.00013753655,0.00029040148],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0056654606,0.00069780427,0.010446217,0.00016216251,0.00014556495,0.000011377469,0.0008156496,0.0006312245,0.0008615097],"category_scores_gemma":[0.0016351193,0.000511071,0.0019141533,0.00059813465,0.00046567497,0.000095875934,0.00024519066,0.0006553183,0.000046139696],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030025045,0.00022016926,0.000049935767,0.4617862,0.00017794204,0.0000021283438,0.000005324021,1.4055235e-10,1.5723584e-9,0.00016190344,0.024973402,0.512593],"study_design_scores_gemma":[0.0008704696,0.00048050247,0.000013099829,0.55100167,0.0008461693,0.000036438883,0.0000028387733,1.9947818e-8,5.455202e-9,0.000052378124,0.44652745,0.00016899001],"about_ca_topic_score_codex":0.00000745126,"about_ca_topic_score_gemma":0.000008264472,"teacher_disagreement_score":0.512424,"about_ca_system_score_codex":0.000063577885,"about_ca_system_score_gemma":0.0004989184,"threshold_uncertainty_score":0.9997341},"labels":[],"label_agreement":null},{"id":"W4412785514","doi":"10.46747/cfp.710708e195","title":"Characterizing mental health diagnosis within Canadian primary care settings","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Children's Hospital Research Institute of Manitoba; University of Manitoba; Canadian Women's Health Network","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada; University of Manitoba","keywords":"Bipolar disorder; Anxiety; Medicine; Mood; Psychiatry; Depression (economics); Schizophrenia (object-oriented programming); Mood disorders; Primary care; Mental health; Internal medicine; Family medicine","score_opus":0.018215564471482863,"score_gpt":0.29889948846299746,"score_spread":0.2806839239915146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412785514","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41236195,0.006001713,7.6112644e-7,0.015086893,0.0038952385,0.0015655361,0.0016855814,0.000096782445,0.55930555],"genre_scores_gemma":[0.6042483,0.00003376019,0.00004009979,0.392441,0.00017921175,0.00025959304,0.0013940932,0.000037701524,0.0013662649],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975087,0.000115890245,0.00039565883,0.0005780129,0.0001455,0.0012562348],"domain_scores_gemma":[0.99805415,0.000030372856,0.00013832627,0.00045029257,0.000047151032,0.0012796819],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001346261,0.0003208826,0.00039269307,0.0005782111,0.0011781517,0.00009639638,0.00036714773,0.00013647965,0.00004322042],"category_scores_gemma":[0.000001970048,0.00036096625,0.00010001699,0.0005515593,0.000072734736,0.00017415699,0.000029017872,0.00028829556,0.00038974266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039543742,0.00013757503,0.021324137,0.00052215473,0.00024437995,0.00015090322,0.014991478,8.0846115e-7,0.000109871544,0.006881256,0.35838395,0.5972139],"study_design_scores_gemma":[0.0010667295,0.00015123554,0.2550941,0.0006982029,0.000033700475,0.0000011045255,0.017144391,0.00000433531,0.00014075043,0.000106764994,0.72504014,0.0005185054],"about_ca_topic_score_codex":0.8649621,"about_ca_topic_score_gemma":0.8799458,"teacher_disagreement_score":0.5966954,"about_ca_system_score_codex":0.004566001,"about_ca_system_score_gemma":0.0023404632,"threshold_uncertainty_score":0.99988425},"labels":[],"label_agreement":null},{"id":"W4413001520","doi":"10.1016/j.jad.2025.120009","title":"Reducing public stigma toward bipolar disorder: II. Mechanisms of stigma reduction","year":2025,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Stigma (botany); Bipolar disorder; Psychiatry; Psychology; Clinical psychology; Medicine; Mood","score_opus":0.019519517722950516,"score_gpt":0.33778708800447005,"score_spread":0.31826757028151953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413001520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697542,0.007993442,0.0111798635,0.0028160205,0.003353768,0.00062184536,0.000011674056,0.000027776681,0.004241379],"genre_scores_gemma":[0.998256,0.0004523244,0.0003206773,0.000067878376,0.000087655484,0.000026821668,0.000007393094,0.000022082775,0.0007591213],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981322,0.00030160494,0.0006420353,0.0002670967,0.00029595222,0.0003610531],"domain_scores_gemma":[0.9985901,0.00014627543,0.000699697,0.00022616588,0.00022146593,0.00011625575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005961247,0.00022454139,0.00045945199,0.0006885828,0.00035190943,0.000026754458,0.00028705952,0.00014700663,0.00035479327],"category_scores_gemma":[0.00012971277,0.00019269325,0.00023789275,0.0007752652,0.000117397605,0.0003752083,0.00007111213,0.00035739248,0.000007770762],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075068447,0.0024730184,0.018347643,0.00025129854,0.0009773595,0.000010305019,0.0034573562,0.000073511124,0.0034198142,0.029521866,0.0049596946,0.93575746],"study_design_scores_gemma":[0.033257376,0.017601794,0.53256136,0.0025704422,0.0017971868,0.0003134288,0.06953237,0.00026778114,0.039758142,0.26490596,0.035416923,0.0020172594],"about_ca_topic_score_codex":0.0005845654,"about_ca_topic_score_gemma":0.00010733884,"teacher_disagreement_score":0.9337402,"about_ca_system_score_codex":0.00019295531,"about_ca_system_score_gemma":0.000120292396,"threshold_uncertainty_score":0.78578025},"labels":[],"label_agreement":null},{"id":"W4413030522","doi":"10.1002/pcn5.70168","title":"Teacher mental health literacy and its effects on helping behaviors for students with mental health problems","year":2025,"lang":"en","type":"article","venue":"Psychiatry and Clinical Neurosciences Reports","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"Japan Society for the Promotion of Science","keywords":"Feeling; Mental health literacy; Mental health; Psychology; Class (philosophy); Anxiety; Depression (economics); Clinical psychology; Social psychology; Psychiatry; Mental illness","score_opus":0.03464674247457366,"score_gpt":0.4852618651115429,"score_spread":0.45061512263696923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413030522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9700983,0.0026965982,0.0000155587,0.014352589,0.009507374,0.003034099,0.000019710225,0.000054958924,0.0002207923],"genre_scores_gemma":[0.987306,0.00056166673,0.0002013758,0.008908598,0.0001466144,0.00021717035,0.000025007355,0.000017236545,0.0026163117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966978,0.00029070445,0.0009838783,0.0011193955,0.0003496443,0.00055857206],"domain_scores_gemma":[0.998608,0.00018113716,0.000557645,0.0002590074,0.000016209187,0.00037802252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012299073,0.00026585162,0.00046972896,0.000110881105,0.0010801837,0.00014459329,0.00016249562,0.000083500316,0.000014174825],"category_scores_gemma":[0.000024509387,0.0001933846,0.000081053,0.00025127266,0.00015696685,0.00019899408,0.000088745226,0.00026619754,0.0000017917167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032386667,0.0028029492,0.94777566,0.00039343984,0.00003243092,0.000014431107,0.00042502076,1.6713125e-7,0.000005461904,0.00040271066,0.0016973271,0.046126537],"study_design_scores_gemma":[0.0037414466,0.012285535,0.9752206,0.0012411168,0.000041597108,0.00015826596,0.00032957667,0.00005177631,0.000012555578,0.00031539393,0.006294566,0.00030755135],"about_ca_topic_score_codex":0.00007650338,"about_ca_topic_score_gemma":0.00007762227,"teacher_disagreement_score":0.045818985,"about_ca_system_score_codex":0.000042644802,"about_ca_system_score_gemma":0.00012489181,"threshold_uncertainty_score":0.8308009},"labels":[],"label_agreement":null},{"id":"W4413054196","doi":"10.1186/s12888-025-06813-4","title":"Mental health care seeking behavior in Bangladesh: determinants and treatment gaps","year":2025,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Mental health; Ordered probit; Probit; Marital status; Probit model; Population; Psychiatry; Multivariate probit model; Health care; Logit; Help-seeking; Ordered logit; Psychology; Medicine; Clinical psychology; Environmental health; Statistics; Economic growth; Econometrics; Economics","score_opus":0.027312683246107094,"score_gpt":0.38957161962468256,"score_spread":0.3622589363785755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413054196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745716,0.015798366,0.000004650495,0.0006609073,0.0031616979,0.0012393363,0.00006278943,0.00004981488,0.0044508534],"genre_scores_gemma":[0.99601424,0.00013877831,0.00086603215,0.0007224102,0.000100403646,0.00039423603,0.00006850616,0.000019584806,0.0016757934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985039,0.000119845376,0.00038026267,0.00045555035,0.00008998847,0.00045041947],"domain_scores_gemma":[0.99947715,0.000021418002,0.00009940124,0.00028150933,0.000007584399,0.00011292678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008226528,0.0002258923,0.00029621558,0.00022053244,0.00026546782,0.000028237431,0.000109081186,0.000104443294,0.00014570759],"category_scores_gemma":[0.0000010361234,0.00020016693,0.00006452414,0.0002001039,0.00003684452,0.00006666955,0.000039689625,0.00009577687,0.0000365151],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001696477,0.0005537361,0.9248849,0.00012361628,0.000013982139,0.000003815288,0.0020787418,4.9302102e-8,0.000003117164,0.0005435362,0.001051075,0.070573755],"study_design_scores_gemma":[0.004298828,0.00049934007,0.98646426,0.00021614051,0.000029297062,0.000016804739,0.005284014,0.000006537686,0.000017944569,0.000056970515,0.0029439065,0.00016596624],"about_ca_topic_score_codex":0.0016649478,"about_ca_topic_score_gemma":0.014055485,"teacher_disagreement_score":0.07040779,"about_ca_system_score_codex":0.00037172734,"about_ca_system_score_gemma":0.0001394707,"threshold_uncertainty_score":0.81625706},"labels":[],"label_agreement":null},{"id":"W4413107101","doi":"10.1016/j.jamda.2025.105791","title":"Creating a Clinical Care Pathway for Depressive Symptoms and Disorders in Long-Term Care: A Modified Delphi Process","year":2025,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Toronto; Alberta Health Services; York University; University of British Columbia; Université de Montréal; University of Alberta; Athabasca University; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Delphi method; Long-term care; Likert scale; Depression (economics); Family medicine; Psychiatry; Nursing; Psychology","score_opus":0.013000704464550168,"score_gpt":0.4051464162697879,"score_spread":0.3921457118052378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413107101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947439,0.0016550142,0.0001469056,0.0013939983,0.00097106554,0.00049309555,0.000011377357,0.000009758467,0.0005748819],"genre_scores_gemma":[0.9989577,0.00017782899,0.000025466852,0.00047629594,0.0001920838,0.00006415002,0.0000067406386,0.000010855863,0.000088858884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979777,0.00046126274,0.0007048471,0.00018464681,0.0004159666,0.00025562197],"domain_scores_gemma":[0.9970502,0.0012734086,0.0012938536,0.000102381964,0.00015637795,0.00012377027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007015695,0.00012187701,0.00045122762,0.00010591347,0.00015799365,0.00002511745,0.00024806798,0.00012428113,0.000012554983],"category_scores_gemma":[0.0015604995,0.00008122056,0.00016489912,0.00031969926,0.00010033209,0.00007031988,0.0000424423,0.00036424428,3.692523e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019047377,0.00013007726,0.7558407,0.000067605884,0.00012309634,0.0000030937747,0.0025550767,0.0000028217569,0.0000016293205,0.000020329157,0.00010047647,0.24096458],"study_design_scores_gemma":[0.0025193756,0.00026271874,0.9942999,0.00039235898,0.00010869107,0.0000017991865,0.002088178,0.00005928238,0.000022069293,0.00012321808,0.00004643115,0.00007598176],"about_ca_topic_score_codex":0.00042028932,"about_ca_topic_score_gemma":0.00070696144,"teacher_disagreement_score":0.2408886,"about_ca_system_score_codex":0.00044588887,"about_ca_system_score_gemma":0.0001763694,"threshold_uncertainty_score":0.33120784},"labels":[],"label_agreement":null},{"id":"W4413108364","doi":"10.1007/s00127-025-02981-6","title":"Identifying psychological distress data available in nationally representative surveys: A scoping review and case study of Australian surveys","year":2025,"lang":"en","type":"review","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; University of Sydney; McMaster University","keywords":"Metadata; Population; Sampling frame; Mental health; Distress; Public health; Data science; Medicine; Environmental health; Computer science; Clinical psychology; World Wide Web; Psychiatry","score_opus":0.3835411937301329,"score_gpt":0.5723231867490544,"score_spread":0.18878199301892146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413108364","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015143065,0.98657066,0.00003497154,0.0006495718,0.0028343878,0.0060940725,0.0010040262,0.000041001058,0.001256996],"genre_scores_gemma":[0.00068264664,0.99512625,0.00042421577,0.00026691143,0.00041081174,0.0006768664,0.0012023782,0.000044531014,0.0011654084],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9651856,0.02750081,0.0037957453,0.0024531812,0.00020965018,0.0008550605],"domain_scores_gemma":[0.9912301,0.005008941,0.002264274,0.0012094396,0.000080552614,0.00020672676],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.016100135,0.0008375894,0.0050988523,0.00063307385,0.00059541623,0.000029575263,0.0009076601,0.00092757976,0.0006056816],"category_scores_gemma":[0.00057447294,0.0007171338,0.0002871868,0.0017250575,0.00034799264,0.00020834143,0.0005555304,0.0012104735,0.000028988257],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007193598,0.0049519907,0.1792067,0.28235212,0.0013709144,0.00042548575,0.0008452648,1.06211644e-7,2.2041335e-9,0.0013414603,0.046009775,0.48342425],"study_design_scores_gemma":[0.028946944,0.0069180136,0.2939864,0.55144566,0.033159405,0.00822288,0.026517669,0.000006395079,7.708851e-9,0.013262265,0.02847218,0.009062169],"about_ca_topic_score_codex":0.006005438,"about_ca_topic_score_gemma":0.008021682,"teacher_disagreement_score":0.47436208,"about_ca_system_score_codex":0.000064436455,"about_ca_system_score_gemma":0.000208911,"threshold_uncertainty_score":0.999528},"labels":[],"label_agreement":null},{"id":"W4413124606","doi":"10.7895/ijadr.579","title":"Family burden among US adults experiencing secondhand harms from alcohol, cannabis or other drugs","year":2025,"lang":"en","type":"article","venue":"The International Journal of Alcohol and Drug Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; National Institute on Alcohol Abuse and Alcoholism; National Alcohol Beverage Control Association","keywords":"Cannabis; Marital status; Ethnic group; Scale (ratio); Psychology; Mental health; Psychiatry; Medicine; Demography; Clinical psychology; Environmental health; Population","score_opus":0.07040042606095025,"score_gpt":0.447984369572362,"score_spread":0.3775839435114117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413124606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726064,0.0020238936,0.000008431506,0.0071099484,0.0013684412,0.00027725185,0.000038853253,0.000008555907,0.016558193],"genre_scores_gemma":[0.97392726,0.00021427605,0.00003276269,0.0008965781,0.00073718285,0.000042261734,0.000005797779,0.000014478321,0.024129417],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997776,0.0002822153,0.00048953184,0.00024329431,0.00086067023,0.00034829302],"domain_scores_gemma":[0.9984491,0.0005394982,0.00019236088,0.00020370132,0.00047501476,0.00014033512],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001357281,0.00014358363,0.00021958584,0.0003585923,0.00030063235,0.00022129885,0.00090651936,0.0000690091,0.0018287335],"category_scores_gemma":[0.000070920105,0.000082761166,0.00008362661,0.00021325768,0.00024390077,0.0002639099,0.00023347631,0.000528667,0.00004365693],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02289711,0.0010761522,0.14679144,0.000105203086,0.00380502,0.0014415655,0.18675508,0.00003905432,0.005188911,0.002861194,0.25944424,0.36959502],"study_design_scores_gemma":[0.028085727,0.00085591525,0.59849143,0.0029203459,0.00016822222,0.000207902,0.21203047,0.000691254,0.017092902,0.010059703,0.12864038,0.0007557311],"about_ca_topic_score_codex":0.022878587,"about_ca_topic_score_gemma":0.00070266664,"teacher_disagreement_score":0.4517,"about_ca_system_score_codex":0.00016594448,"about_ca_system_score_gemma":0.00013401778,"threshold_uncertainty_score":0.99908376},"labels":[],"label_agreement":null},{"id":"W4413136299","doi":"10.1016/j.sapharm.2025.08.001","title":"Mental health first aid training for pharmacists: A scoping review","year":2025,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Canadian Foundation for Pharmacy","keywords":"Training (meteorology); Mental health; Medical education; Psychology; Medicine; Psychiatry; Geography","score_opus":0.6450431262510952,"score_gpt":0.6877008127488334,"score_spread":0.04265768649773827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413136299","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13781828,0.35177872,0.00016810428,0.3272889,0.0020745373,0.033453017,0.001482167,0.00018889272,0.14574741],"genre_scores_gemma":[0.96898955,0.022742845,0.00011429876,0.0035989364,0.00030757792,0.0024906634,0.00010007493,0.000014088545,0.0016419372],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773747,0.00048413343,0.0004427075,0.0004109034,0.00022105659,0.0007037405],"domain_scores_gemma":[0.9992109,0.00040308954,0.00008716045,0.000071312206,0.0000560844,0.00017148624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016293159,0.00015428632,0.0003793883,0.00010977354,0.0012767549,0.000048836726,0.00016047442,0.00003162617,0.00039838254],"category_scores_gemma":[0.000032385597,0.00014568519,0.00006612047,0.00058023556,0.0002204491,0.00012413764,0.00006612238,0.0002875819,0.000011230354],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020312064,0.0013304595,0.008347672,0.030047914,0.0002060973,0.00006867477,0.016291227,2.297397e-8,0.00002950678,0.036315378,0.07131366,0.8340182],"study_design_scores_gemma":[0.101736814,0.004525283,0.012558024,0.24306469,0.00018787775,0.000118708995,0.05216644,0.00023774977,0.0015926213,0.040357422,0.5407734,0.0026809918],"about_ca_topic_score_codex":0.000144707,"about_ca_topic_score_gemma":0.00014473396,"teacher_disagreement_score":0.8313372,"about_ca_system_score_codex":0.00026747704,"about_ca_system_score_gemma":0.00051375135,"threshold_uncertainty_score":0.98198956},"labels":[],"label_agreement":null},{"id":"W4413325196","doi":"10.1016/j.jad.2025.120079","title":"Identification of factors associated with depression chronicity: An analysis of the Canadian Study on Aging (CLSA)","year":2025,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Identification (biology); Psychology; Clinical psychology; Medicine; Psychiatry; Biology; Ecology","score_opus":0.024440214932317055,"score_gpt":0.3839938559835168,"score_spread":0.35955364105119975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413325196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986097,0.00007669974,0.000042158026,0.00008838498,0.00020939317,0.00039202604,0.000016512451,0.0000023893,0.00056268537],"genre_scores_gemma":[0.9998989,0.0000020151897,4.3653355e-7,0.0000256037,0.000004517062,0.0000055218266,0.000005891086,0.0000054865795,0.000051619943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988144,0.00039116084,0.00031630116,0.00012255566,0.00022813157,0.00012745296],"domain_scores_gemma":[0.9987522,0.00017695405,0.0007005187,0.00018319089,0.00013620821,0.00005094312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040815282,0.000091095295,0.0002763282,0.0005948934,0.00018115538,0.000012432365,0.00018251021,0.00004750992,0.00003314554],"category_scores_gemma":[0.00006400462,0.000054747325,0.00011017382,0.0010401836,0.000047804613,0.00009368289,0.000010169803,0.00014884793,1.6158735e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008186926,0.0009408016,0.9900323,0.00000628792,0.0018989751,8.277317e-7,0.0032288926,0.00046409856,0.00009353522,0.000039189657,0.000019938843,0.003193263],"study_design_scores_gemma":[0.0010806258,0.0005108558,0.9881125,0.0000729656,0.0010069455,7.0223216e-8,0.008182524,0.00008074012,0.0008628825,0.000047258443,0.0000013203214,0.000041302796],"about_ca_topic_score_codex":0.058209132,"about_ca_topic_score_gemma":0.6641621,"teacher_disagreement_score":0.6059529,"about_ca_system_score_codex":0.00034850396,"about_ca_system_score_gemma":0.000094435956,"threshold_uncertainty_score":0.94806236},"labels":[],"label_agreement":null},{"id":"W4413348359","doi":"10.7759/cureus.90321","title":"Prevalence of Depression Among Urban and Rural Residents of Saudi Arabia Compared With Other Gulf Cooperation Council Countries: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Cureus","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Family medicine; Environmental health; Optometry; Socioeconomics","score_opus":0.057450445360114975,"score_gpt":0.3727029468360524,"score_spread":0.3152525014759374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413348359","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021860641,0.99213004,0.000016088396,0.00000453766,0.00018437277,0.0057366807,0.00025099123,0.000018137467,0.0014405677],"genre_scores_gemma":[0.0010594418,0.9941754,0.000018754861,0.000049545477,0.000024036784,0.00079494447,0.00006728181,0.000025669275,0.0037849527],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9971641,0.00053235394,0.0012700118,0.00035733837,0.0004733423,0.00020286301],"domain_scores_gemma":[0.99717164,0.00032516988,0.0014525926,0.00068268593,0.00030280426,0.00006509195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063192664,0.0003632004,0.0024364009,0.000058218502,0.00007960847,0.000018835224,0.00031957083,0.00018926729,0.0003122764],"category_scores_gemma":[0.00009898268,0.00022739885,0.000114833165,0.00022173121,0.00013515147,0.000114741226,0.000055320244,0.00013636894,0.000014579639],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036960584,0.00009518559,0.0022337174,0.99326056,0.00026419805,0.0000033675522,0.00024155251,8.3965375e-8,4.960639e-8,0.000071274546,0.0026747736,0.0011183011],"study_design_scores_gemma":[0.0004990009,0.00012113027,0.00072347367,0.99064183,0.003947553,0.000011878789,0.00003524138,0.0000012271728,7.167784e-7,0.0000036285123,0.0038247227,0.00018960227],"about_ca_topic_score_codex":0.00055121223,"about_ca_topic_score_gemma":0.0001279886,"teacher_disagreement_score":0.004941736,"about_ca_system_score_codex":0.00026096424,"about_ca_system_score_gemma":0.00025287826,"threshold_uncertainty_score":0.92730564},"labels":[],"label_agreement":null},{"id":"W4413348628","doi":"10.1007/s10389-025-02572-4","title":"Stemming the flow: Institutional management of demand for youth mental health services","year":2025,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Business; Public health; Environmental health; Public relations; Medicine; Political science; Psychiatry; Nursing","score_opus":0.08649347962806932,"score_gpt":0.41861029118214615,"score_spread":0.33211681155407685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413348628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67122084,0.04720786,0.032543074,0.22046964,0.011158074,0.0053890753,0.0006132155,0.00004825041,0.011349979],"genre_scores_gemma":[0.99152404,0.00057609135,0.0019487478,0.004764784,0.0001711264,0.000027161937,0.00004475363,0.000008757086,0.0009345577],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977883,0.00028205867,0.0010338663,0.00014890244,0.0003080567,0.0004388345],"domain_scores_gemma":[0.9985044,0.00007744342,0.000916693,0.00018179815,0.00011019371,0.0002094806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003375557,0.00012350478,0.00036230232,0.00022787775,0.00058905146,0.000040375904,0.00034921884,0.000043062148,0.00007159214],"category_scores_gemma":[0.0000036510767,0.00008022964,0.000122003024,0.00029210906,0.000054351018,0.00019645557,0.000054564338,0.00015087398,0.0000032889732],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049635296,0.0018491503,0.010446693,0.0068238517,0.00157415,0.000007632689,0.0290438,0.000047123795,0.0000014368925,0.11972022,0.016770348,0.81321925],"study_design_scores_gemma":[0.022739483,0.004023152,0.2266072,0.005774248,0.00025199563,0.00015154411,0.16757831,0.0009514965,0.00002326018,0.0026946454,0.56876796,0.00043670688],"about_ca_topic_score_codex":0.00025918355,"about_ca_topic_score_gemma":0.00007009935,"teacher_disagreement_score":0.8127825,"about_ca_system_score_codex":0.00032900725,"about_ca_system_score_gemma":0.00049112213,"threshold_uncertainty_score":0.45305672},"labels":[],"label_agreement":null},{"id":"W4413361727","doi":"10.1111/inm.70121","title":"Understanding the Multi‐Faceted Nature of the Public Stigma of Mental Illness: Insights and Implications From a Structural Violence Perspective","year":2025,"lang":"en","type":"article","venue":"International Journal of Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Windsor","funders":"","keywords":"Mental illness; Stigma (botany); Mental health; Dysfunctional family; Perspective (graphical); Psychology; Public health; Psychiatry; Social stigma; Medicine; Criminology; Social psychology; Nursing; Family medicine","score_opus":0.055027526884936395,"score_gpt":0.4357691733247821,"score_spread":0.3807416464398457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413361727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9498388,0.009065144,0.00054069894,0.03488895,0.0046917587,0.00045468996,0.00017553741,0.00000482117,0.0003395925],"genre_scores_gemma":[0.99885565,0.00026716822,0.00018575756,0.0005710753,0.0000704316,0.0000045936877,0.000014705069,0.000006747966,0.00002384986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985434,0.00020489068,0.0005688291,0.00015656982,0.0003618848,0.00016441433],"domain_scores_gemma":[0.9986371,0.00017041608,0.0007859435,0.00013609696,0.0002007324,0.00006972586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000194,0.00011907994,0.00020951357,0.00018224088,0.00045097765,0.000031658696,0.00045967774,0.00007303919,0.000043964814],"category_scores_gemma":[0.000024887448,0.000072409624,0.00008740265,0.00020707154,0.0002909055,0.00019167076,0.00006543251,0.0003556488,3.3219794e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028982821,0.002088833,0.17283751,0.00012717643,0.0023040173,0.000010403878,0.14117669,0.000021829108,0.0038870242,0.43109995,0.0032567633,0.24029152],"study_design_scores_gemma":[0.0078395605,0.00038972028,0.70587975,0.0067909667,0.0001007211,0.00023417914,0.18210462,0.0007279734,0.002611415,0.09284443,0.0002465012,0.0002301732],"about_ca_topic_score_codex":0.00036193433,"about_ca_topic_score_gemma":0.00011893932,"teacher_disagreement_score":0.53304225,"about_ca_system_score_codex":0.0013712724,"about_ca_system_score_gemma":0.00015192064,"threshold_uncertainty_score":0.35858297},"labels":[],"label_agreement":null},{"id":"W4413385017","doi":"10.1016/j.jad.2025.120083","title":"Reducing public stigma toward bipolar disorder: I. Interventions and outcomes","year":2025,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Psychological intervention; Stigma (botany); Bipolar disorder; Psychology; Psychiatry; Clinical psychology; Psychotherapist; Mood","score_opus":0.031295160568008386,"score_gpt":0.3939574107409633,"score_spread":0.3626622501729549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413385017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96415085,0.022039836,0.0025869603,0.0055737565,0.0014654081,0.00037896304,0.000008097471,0.000018991244,0.0037771577],"genre_scores_gemma":[0.9980411,0.00056702615,0.000086764136,0.0001754266,0.000030352758,0.000023209086,0.0000030467031,0.000011668925,0.0010614307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988264,0.00020762182,0.00041573163,0.00017591378,0.00012676233,0.0002475931],"domain_scores_gemma":[0.99914134,0.00026494768,0.0002901269,0.00012673474,0.000079623496,0.0000972494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036795856,0.00015354324,0.00031896992,0.00046655268,0.00022758113,0.000057324844,0.00016258078,0.0000707854,0.0002684511],"category_scores_gemma":[0.00014638917,0.00012006781,0.00023997731,0.00033717556,0.00009356624,0.00028057233,0.000057211728,0.0002545885,0.000008957012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000546762,0.00056994264,0.5168805,0.00010164877,0.0004109402,0.0000049429204,0.0007231274,0.0000018986027,0.0000073074607,0.003039269,0.0015036538,0.47670206],"study_design_scores_gemma":[0.0027782863,0.00053249847,0.9812019,0.00023937305,0.00014384369,0.000012385933,0.0037734364,0.000010457059,0.000017100847,0.0042750067,0.0068854797,0.00013024997],"about_ca_topic_score_codex":0.000413881,"about_ca_topic_score_gemma":0.00037560784,"teacher_disagreement_score":0.47657183,"about_ca_system_score_codex":0.00008583972,"about_ca_system_score_gemma":0.000035545134,"threshold_uncertainty_score":0.4896223},"labels":[],"label_agreement":null},{"id":"W4413492857","doi":"10.18502/jebhpme.v9i1.19420","title":"Mental Health Policies: Comparative Analysis of Mental Health Systems in Iran and Six Selected Countries","year":2025,"lang":"en","type":"article","venue":"Evidence Based Health Policy Management and Economics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Political science; Environmental health; Medicine; Psychiatry","score_opus":0.08538408884828597,"score_gpt":0.44304579759497165,"score_spread":0.3576617087466857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413492857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86080724,0.029076943,0.000081599595,0.10342257,0.00051405525,0.0041916426,0.00053779624,0.00005998262,0.0013081703],"genre_scores_gemma":[0.9627136,0.01881156,0.00014950897,0.017035406,0.000046983318,0.0001581874,0.00025902945,0.0000132363975,0.00081251375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965753,0.00048015386,0.0013534577,0.00061901944,0.00012457771,0.0008474803],"domain_scores_gemma":[0.99834675,0.00023839154,0.00074580626,0.00034277234,0.000024086468,0.00030218172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013162434,0.00031968084,0.0012213398,0.001862655,0.0005698962,0.00008438608,0.0002044027,0.00007081652,0.000041567957],"category_scores_gemma":[0.000006105364,0.00033205803,0.00006789466,0.0014519411,0.0001789433,0.0003100195,0.00011383558,0.00014384119,0.000006967432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017135092,0.0009839844,0.62725526,0.009369581,0.0026575183,0.0000027386113,0.039366327,0.0013412677,0.0000011223863,0.26457256,0.034835782,0.017900368],"study_design_scores_gemma":[0.005040818,0.0012482158,0.93053335,0.0025706356,0.0001377752,0.0000020983555,0.016952107,0.018575018,0.00000420504,0.00012148185,0.024354085,0.00046020496],"about_ca_topic_score_codex":0.07969825,"about_ca_topic_score_gemma":0.013532765,"teacher_disagreement_score":0.30327812,"about_ca_system_score_codex":0.0014745366,"about_ca_system_score_gemma":0.0003776238,"threshold_uncertainty_score":0.99991316},"labels":[],"label_agreement":null},{"id":"W4413493718","doi":"10.64628/aam.xtreungg3","title":"Governments must avoid policies that stigmatize those recovering from addiction","year":2024,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Addiction; Law and economics; Political science; Economics; Business; Risk analysis (engineering); Computer security; Psychology; Computer science; Psychiatry","score_opus":0.06238627002701994,"score_gpt":0.3760283269209958,"score_spread":0.31364205689397584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413493718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7577645,0.002591923,0.0002589474,0.00051035883,0.0035686027,0.0002753557,0.00018903817,0.00030074557,0.2345405],"genre_scores_gemma":[0.9645473,0.0001827807,0.00019103895,0.0005060179,0.0003035704,0.00007512297,0.00008603931,0.000023312194,0.03408487],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999056,0.00004723177,0.00017058609,0.00028412943,0.00019175184,0.0002503284],"domain_scores_gemma":[0.9995441,0.00014053626,0.00003626702,0.0001957528,0.000004551367,0.000078796154],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008252953,0.0001379384,0.000121959165,0.000052388747,0.00012712397,0.0001027997,0.00010179401,0.00007808837,0.0179703],"category_scores_gemma":[0.0000037576704,0.0001093067,0.00005423641,0.000105066414,0.000018710025,0.0002332202,0.000047889767,0.00011308885,0.0030913772],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028520808,0.0005009027,0.04536538,0.00018627515,0.000774095,0.00016132579,0.00899064,0.0000038013957,0.0012107004,0.015281314,0.27363595,0.6536044],"study_design_scores_gemma":[0.0033354685,0.00049018563,0.54863065,0.0014454965,0.00033640742,0.000031868807,0.011060558,0.0011589953,0.011095965,0.0051564923,0.41615254,0.0011054036],"about_ca_topic_score_codex":0.0047254586,"about_ca_topic_score_gemma":0.00019522321,"teacher_disagreement_score":0.652499,"about_ca_system_score_codex":0.0002027693,"about_ca_system_score_gemma":0.000007753877,"threshold_uncertainty_score":0.99768484},"labels":[],"label_agreement":null},{"id":"W4413548497","doi":"10.64628/aam.4n5mp337e","title":"Bell Let’s Talk Day: Should I share a mental health story?","year":2020,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Psychology; Psychiatry","score_opus":0.12786190892550262,"score_gpt":0.41256113222530716,"score_spread":0.28469922329980457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413548497","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29068887,0.0070500057,0.0003350067,0.39461774,0.0033838653,0.0036177465,0.0007447943,0.0009723253,0.29858965],"genre_scores_gemma":[0.93687934,0.00003402449,0.000165629,0.04842707,0.00028740108,0.000072069546,0.0003086285,0.000033215645,0.0137926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851716,0.00014506443,0.00025419012,0.00042720983,0.0001994925,0.00045691035],"domain_scores_gemma":[0.99922335,0.000034248744,0.0000913031,0.00021093413,0.000010795937,0.00042936832],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015090521,0.00018455437,0.000248273,0.00003776981,0.00032202253,0.000024245508,0.00020747217,0.000075725016,0.02601786],"category_scores_gemma":[0.000004528471,0.00015479868,0.00007155688,0.00014997937,0.000029987703,0.00011198402,0.00008100598,0.00021482821,0.0026474476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016190554,0.0004251577,0.0054289326,0.000112208654,0.000083689854,0.00006406157,0.00948767,4.2933388e-7,0.00004245019,0.0048849056,0.89576447,0.083544135],"study_design_scores_gemma":[0.0037106376,0.0014257997,0.012682143,0.0000474499,0.00001690469,0.000022945187,0.0043475605,0.00012947555,0.00029522722,0.000083253326,0.9768033,0.00043531138],"about_ca_topic_score_codex":0.0005586189,"about_ca_topic_score_gemma":0.00015077741,"teacher_disagreement_score":0.64619046,"about_ca_system_score_codex":0.000121479825,"about_ca_system_score_gemma":0.00003308414,"threshold_uncertainty_score":0.9981291},"labels":[],"label_agreement":null},{"id":"W4413564534","doi":"10.64628/aam.kdhn3kmac","title":"5 tips for a safe Halloween during COVID-19 — and what to do if trick-or-treating is cancelled","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Computer science; Medicine; Internal medicine; Outbreak; Infectious disease (medical specialty)","score_opus":0.10430228771877659,"score_gpt":0.43882227060334206,"score_spread":0.33451998288456547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413564534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92320234,0.0051502534,0.0026714876,0.035081424,0.0025643946,0.009904254,0.00035443326,0.0003260708,0.020745333],"genre_scores_gemma":[0.923418,0.0013073267,0.0051205936,0.014433724,0.00074854185,0.003318166,0.0002016272,0.00010927659,0.05134274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973554,0.0000945203,0.0005829243,0.0012128142,0.00019149967,0.0005628537],"domain_scores_gemma":[0.99806213,0.00043950792,0.00024396472,0.00048575384,0.000038146954,0.0007304976],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000213061,0.00045230633,0.00071480003,0.00017727891,0.00041886474,0.000361226,0.00033251045,0.00033600634,0.0046099178],"category_scores_gemma":[0.00006850813,0.00036444393,0.00014611213,0.00017064718,0.000029153074,0.00015589285,0.0005547381,0.0002970599,0.00014742388],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022594776,0.001174436,0.06735893,0.020868406,0.002715656,0.0009105752,0.13385972,0.000081998354,0.00013869895,0.002612503,0.12094075,0.62674356],"study_design_scores_gemma":[0.1025773,0.007069942,0.09526795,0.007422029,0.0028646467,0.00038608472,0.13573164,0.0017654528,0.004908527,0.016577601,0.614414,0.011014837],"about_ca_topic_score_codex":0.004277789,"about_ca_topic_score_gemma":0.0006555947,"teacher_disagreement_score":0.61572874,"about_ca_system_score_codex":0.00039397247,"about_ca_system_score_gemma":0.00015651964,"threshold_uncertainty_score":0.99988073},"labels":[],"label_agreement":null},{"id":"W4413568215","doi":"10.64628/aam.xsd3dty6c","title":"Structural stigma against mental illness is ‘baked in’ to our health system, and that affects care","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Stigma (botany); Mental illness; Mental health; Psychology; Psychiatry; Social stigma; Mental health care; Medicine; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.04530504797443922,"score_gpt":0.3912576641542289,"score_spread":0.3459526161797897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413568215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977886,0.005675197,0.000006204086,0.0023886706,0.005924364,0.0032478217,0.00030576636,0.00011753575,0.0044484045],"genre_scores_gemma":[0.99463564,0.00011247958,0.00020330484,0.0024507355,0.00018049328,0.00042252964,0.0008191598,0.000052138723,0.0011235125],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9970639,0.00036775757,0.00039503365,0.0011437731,0.0003249583,0.0007046105],"domain_scores_gemma":[0.99864584,0.00003439144,0.00023264035,0.0006211609,0.000029747865,0.0004362372],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017726912,0.0005277629,0.00087759946,0.00023951617,0.00030663065,0.00016751577,0.00029480428,0.0003502952,0.0002140745],"category_scores_gemma":[0.000002356459,0.00045450372,0.00010643019,0.00015967796,0.00002015975,0.000082887105,0.0006993054,0.00046327407,0.000033112392],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006469417,0.00041103526,0.2824312,0.025405992,0.0007025096,0.0012031643,0.24188787,0.000047984355,0.00004165405,0.0013284391,0.023571944,0.4223213],"study_design_scores_gemma":[0.00774262,0.0006039743,0.3395627,0.0063123163,0.00008429449,0.00012477071,0.6407291,0.00020633441,0.0011769888,0.000024507573,0.0012884882,0.0021438806],"about_ca_topic_score_codex":0.006988252,"about_ca_topic_score_gemma":0.0031616054,"teacher_disagreement_score":0.4201774,"about_ca_system_score_codex":0.00095417624,"about_ca_system_score_gemma":0.0001211843,"threshold_uncertainty_score":0.99979067},"labels":[],"label_agreement":null},{"id":"W4413577637","doi":"10.64628/aam.xnu7396dp","title":"We still stigmatize mental illness, and that needs to stop","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Mental illness; Psychology; Psychiatry; Mental health","score_opus":0.05850689428862513,"score_gpt":0.37701012667953343,"score_spread":0.3185032323909083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413577637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93955684,0.004517566,0.00013233216,0.0040558116,0.004547464,0.0014688745,0.00011272301,0.00013001174,0.045478374],"genre_scores_gemma":[0.9589726,0.00056995545,0.00081136846,0.0015564727,0.00013612972,0.00038924857,0.00028954542,0.000042526968,0.0372322],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820864,0.00012040675,0.00032381187,0.000655629,0.00025590812,0.00043559543],"domain_scores_gemma":[0.9988884,0.00007848186,0.00012166103,0.00057022856,0.000026573627,0.00031470627],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014682415,0.00039294243,0.000493165,0.00020400659,0.0001669512,0.00017022406,0.00027307688,0.00031354747,0.013875095],"category_scores_gemma":[0.0000048050074,0.00033267878,0.00008761654,0.00014718655,0.000048806098,0.000080793965,0.0009611156,0.00034725977,0.00029337694],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005808236,0.0016178917,0.04647861,0.0019948424,0.0010705718,0.0003874409,0.15200455,0.000008468707,0.00012471182,0.01309151,0.15037237,0.6322682],"study_design_scores_gemma":[0.013916689,0.0012555625,0.21109034,0.0045127915,0.0009531836,0.00035461804,0.35722995,0.00022085161,0.007132539,0.006521758,0.38981718,0.0069945524],"about_ca_topic_score_codex":0.0015949999,"about_ca_topic_score_gemma":0.0002731748,"teacher_disagreement_score":0.62527364,"about_ca_system_score_codex":0.00012903365,"about_ca_system_score_gemma":0.000036772217,"threshold_uncertainty_score":0.9999125},"labels":[],"label_agreement":null},{"id":"W4413580509","doi":"10.64628/aaj.jxc5qsh4a","title":"Mental health patients in Ghana share their stories about stigma and suffering","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Stigma (botany); Mental health; Psychiatry; Psychology; Social stigma; Medicine; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.05434218078705416,"score_gpt":0.38616897623396435,"score_spread":0.3318267954469102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413580509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981379,0.004020813,0.0000022616878,0.0006735828,0.0027459627,0.0016517534,0.0010482721,0.000077963865,0.008400402],"genre_scores_gemma":[0.9933016,0.00032093676,0.00009692413,0.00067783654,0.00007524673,0.0005034259,0.0021987013,0.00003926847,0.0027860752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979316,0.00021216957,0.00047897373,0.00068097375,0.00020992038,0.0004863601],"domain_scores_gemma":[0.9991918,0.00005145238,0.00022188044,0.00035902043,0.000014439035,0.000161379],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022710992,0.0003321894,0.00046913244,0.00018646015,0.00035376492,0.000053842756,0.00026301722,0.00013635932,0.006890186],"category_scores_gemma":[0.0000038989297,0.0002902555,0.000055036606,0.00010254799,0.000036977377,0.00006976127,0.0009967118,0.0005567199,0.000019215888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000216849,0.00081975403,0.85979253,0.00069899287,0.000096096344,0.000013436767,0.030840173,0.000001963066,1.8139569e-7,0.0010394092,0.0062204446,0.100260176],"study_design_scores_gemma":[0.002195706,0.0004016836,0.97748625,0.00028379442,0.0000070188194,0.0000019647978,0.01368755,0.000023777808,0.0000069382686,0.00021878742,0.005277094,0.00040941153],"about_ca_topic_score_codex":0.0125270225,"about_ca_topic_score_gemma":0.0031886294,"teacher_disagreement_score":0.11769375,"about_ca_system_score_codex":0.0006107644,"about_ca_system_score_gemma":0.000054974178,"threshold_uncertainty_score":0.99995494},"labels":[],"label_agreement":null},{"id":"W4413631648","doi":"10.64628/aam.rhn56pfmg","title":"COVID-19’s parallel pandemic: Why we need a mental health ‘vaccine’","year":2021,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Medicine; Psychiatry; Infectious disease (medical specialty); Outbreak","score_opus":0.09759569206703664,"score_gpt":0.4422356998053241,"score_spread":0.3446400077382875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413631648","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20349579,0.02724309,0.003772338,0.6215649,0.005252337,0.0030585057,0.00022237396,0.001139898,0.13425073],"genre_scores_gemma":[0.6383194,0.0023245723,0.0019934638,0.2496055,0.0003959463,0.00030085995,0.0007968354,0.00006636425,0.10619709],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810255,0.0002041001,0.0004292748,0.00048684262,0.00018637069,0.000590895],"domain_scores_gemma":[0.9985685,0.000101685095,0.00012208946,0.00038269168,0.000021515923,0.0008035608],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002340148,0.00020911326,0.00032846766,0.000075668686,0.0003773865,0.000036022753,0.00016878257,0.00010453896,0.03355785],"category_scores_gemma":[0.000018647705,0.00017407177,0.0000957636,0.0002568366,0.000021455095,0.00009659895,0.000082860846,0.0001590086,0.0008913187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032358555,0.00081995386,0.05542128,0.000119896904,0.00012377022,0.000121041005,0.0034984485,0.0000017024836,0.000044856166,0.009621073,0.89784807,0.03205632],"study_design_scores_gemma":[0.008718615,0.00036751092,0.008431237,0.000038641178,0.000019882988,0.0002909582,0.008448466,0.00002953896,0.00007414834,0.0016383037,0.97157794,0.0003647541],"about_ca_topic_score_codex":0.0032499481,"about_ca_topic_score_gemma":0.0023767275,"teacher_disagreement_score":0.43482357,"about_ca_system_score_codex":0.0003693248,"about_ca_system_score_gemma":0.00027488673,"threshold_uncertainty_score":0.99988663},"labels":[],"label_agreement":null},{"id":"W4413738843","doi":"10.1176/appi.psychotherapy.20240060","title":"Integrating Psychotherapy Services Into Primary Care","year":2025,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Primary care; Psychotherapist; Psychology; Medicine; Family medicine","score_opus":0.00936128821243238,"score_gpt":0.37608236386878413,"score_spread":0.36672107565635176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413738843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9269729,0.02093288,0.006698629,0.0030605122,0.0035358747,0.0004419667,0.000007311861,0.000057437715,0.038292468],"genre_scores_gemma":[0.9592904,0.0051255,0.014534978,0.018711716,0.00057996524,0.00005155713,0.00001391631,0.00007279729,0.0016191601],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980607,0.00025805036,0.00076367124,0.00030024062,0.0002618951,0.0003554579],"domain_scores_gemma":[0.9983573,0.000121302786,0.0008115206,0.00039260005,0.00017620152,0.00014108764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002918094,0.00027815535,0.00056873,0.00041640844,0.00019361122,0.000061566694,0.0006019949,0.00007084977,0.000653795],"category_scores_gemma":[5.793122e-7,0.00021448567,0.00022997617,0.00071598985,0.0001823758,0.00017985952,0.0000041299177,0.000344429,0.00003626752],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017643061,0.0003515601,0.017444294,0.00008831777,0.0004109883,0.000018538109,0.017286709,9.211514e-7,0.00086966803,0.0031256499,0.0012522679,0.9573868],"study_design_scores_gemma":[0.036468904,0.019898921,0.1811542,0.005333507,0.00041036995,0.00036049786,0.14548048,0.000023679053,0.0022728422,0.07104941,0.5352487,0.002298478],"about_ca_topic_score_codex":0.00044486803,"about_ca_topic_score_gemma":0.0001260829,"teacher_disagreement_score":0.9550883,"about_ca_system_score_codex":0.00013755402,"about_ca_system_score_gemma":0.0000881883,"threshold_uncertainty_score":0.87464714},"labels":[],"label_agreement":null},{"id":"W4413788732","doi":"10.1159/000547927","title":"Mapping Disease Burden of Major Depressive Disorder and Its Risk Factors in Low- and Middle-Income Countries","year":2025,"lang":"en","type":"article","venue":"Psychotherapy and Psychosomatics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Chinese University of Hong Kong","keywords":"Psychology; Psychiatry; Burden of disease; Major depressive disorder; Low and middle income countries; Disease; Clinical psychology; Medicine; Developing country; Economic growth; Mood; Economics","score_opus":0.01822706647615478,"score_gpt":0.33142747315776233,"score_spread":0.31320040668160753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413788732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673454,0.029585242,0.00021583021,0.0008992066,0.00041714948,0.00079200254,0.00011187521,0.000024237928,0.0006090472],"genre_scores_gemma":[0.98520696,0.013729428,0.00014881192,0.00021213549,0.00003395484,0.0000894976,0.000008774505,0.000020316294,0.0005501336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986255,0.00012909807,0.0004720667,0.00037643657,0.00011610148,0.00028080132],"domain_scores_gemma":[0.9990551,0.00031375425,0.00021684135,0.00025009335,0.000025623518,0.00013861874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013860092,0.00025044673,0.0003548842,0.0002518514,0.00018245084,0.00004212023,0.00011656037,0.0001190167,0.0001652294],"category_scores_gemma":[0.000008018135,0.00020957967,0.000035464476,0.00024217169,0.00012393153,0.000114263035,0.000013564718,0.00013871877,0.0000031788293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006016791,0.00024250116,0.9771316,0.0016709766,0.00018829928,0.000004738584,0.011850625,0.0000014762005,0.000009404802,0.004695964,0.00003362022,0.0035691],"study_design_scores_gemma":[0.0066634133,0.000118309064,0.9681925,0.0024910648,0.00005694474,0.0000018178616,0.0019063314,0.0004542153,0.000039458,0.018995333,0.00078979705,0.00029077576],"about_ca_topic_score_codex":0.00023697996,"about_ca_topic_score_gemma":0.00007584619,"teacher_disagreement_score":0.01786154,"about_ca_system_score_codex":0.000011025123,"about_ca_system_score_gemma":0.00001077217,"threshold_uncertainty_score":0.8546411},"labels":[],"label_agreement":null},{"id":"W4413869672","doi":"10.1093/fampra/cmaf061","title":"Impact of team-based primary care on health care utilization among patients with mental and substance use disorders: a systematic review of English-language articles","year":2025,"lang":"en","type":"review","venue":"Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network; Western University","funders":"Canadian Institutes of Health Research; Western University","keywords":"Medicine; Substance use; Primary care; Mental health; English language; Family medicine; Nursing; Psychiatry; Linguistics","score_opus":0.044377768937197845,"score_gpt":0.40878862683561656,"score_spread":0.3644108578984187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413869672","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069139805,0.9824686,0.0000038082744,0.0000049793202,0.00018781726,0.008247962,0.0008970372,0.000026655294,0.0012491426],"genre_scores_gemma":[0.007053152,0.9894403,0.000082305894,0.00033894888,0.000013319815,0.0004470591,0.0025557184,0.000042334847,0.000026837992],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99643993,0.0014059035,0.0010444042,0.00044447967,0.00040099083,0.0002642671],"domain_scores_gemma":[0.99545175,0.0012499602,0.0022333895,0.0006200347,0.00034639164,0.0000984661],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002808625,0.00041454638,0.001949951,0.00019237827,0.00009230786,0.00002429564,0.00017034906,0.00012848435,0.000012709254],"category_scores_gemma":[0.00040364824,0.00027908324,0.00020867745,0.0005129004,0.000062867555,0.00035354556,0.000026942016,0.00022268428,0.000002609238],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016972724,0.0005638465,0.0022864246,0.91469926,0.0002805166,0.0000022285128,0.0073733134,1.6927635e-7,4.553805e-9,0.0000071435734,0.00024152188,0.07437582],"study_design_scores_gemma":[0.0015111949,0.0015083648,0.005818694,0.9800978,0.0025929143,6.395564e-7,0.00608988,2.83084e-7,1.7133016e-7,1.2996485e-7,0.0021085872,0.0002713677],"about_ca_topic_score_codex":0.0010517547,"about_ca_topic_score_gemma":0.00013926825,"teacher_disagreement_score":0.07410446,"about_ca_system_score_codex":0.00059200294,"about_ca_system_score_gemma":0.000314716,"threshold_uncertainty_score":0.99996614},"labels":[],"label_agreement":null},{"id":"W4413903290","doi":"10.1186/s12913-025-13408-y","title":"A collaborative primary and mental health care model with psychologist and psychiatrist working in GP practices: process evaluation of the implementation, challenges, and sustainability","year":2025,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Universitetet i Oslo","keywords":"Nursing research; Health administration; Health informatics; Medicine; Mental health; Public health; Primary care; Nursing; Process (computing); Sustainability; Primary health care; Medical education; Psychiatry; Family medicine; Environmental health","score_opus":0.10649765979722373,"score_gpt":0.568953697828463,"score_spread":0.46245603803123925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413903290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8861986,0.09364097,0.0000056692847,0.012181681,0.000067168745,0.006400381,0.000037437494,0.000010941016,0.0014571515],"genre_scores_gemma":[0.9938059,0.0042953426,0.0002832396,0.0006876162,0.000017429704,0.0008170747,0.000050774597,0.000011952944,0.000030690986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952735,0.0023138155,0.00054372684,0.0006530985,0.0006739442,0.00054195325],"domain_scores_gemma":[0.9980822,0.0002478034,0.0005411948,0.00034146215,0.0006504843,0.00013683955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005095719,0.00016487332,0.00031925956,0.00026398126,0.0007334743,0.000052482323,0.00018958375,0.00008158953,0.000008122061],"category_scores_gemma":[0.000017912127,0.00011894625,0.000010931402,0.0008850663,0.00023495391,0.00021035079,0.00013865907,0.00031905418,1.8431795e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015409553,0.0004029064,0.7044543,0.013331726,0.00003425755,3.9148375e-7,0.14479426,0.000013125011,4.3069076e-7,0.0019876168,0.00004761486,0.13339241],"study_design_scores_gemma":[0.0034023398,0.0004509214,0.65412205,0.00042904945,0.000009631156,0.0000021772742,0.33959353,0.00061094225,0.0000014118434,0.0011668103,0.00014194865,0.0000692256],"about_ca_topic_score_codex":0.004742155,"about_ca_topic_score_gemma":0.08202606,"teacher_disagreement_score":0.19479926,"about_ca_system_score_codex":0.00079340633,"about_ca_system_score_gemma":0.0025930183,"threshold_uncertainty_score":0.93472457},"labels":[],"label_agreement":null},{"id":"W4413950766","doi":"10.1016/j.lanepe.2025.101446","title":"Clinical and functioning outcomes during the establishment phase of Ukraine's community mental health teams: a descriptive analysis","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Europe","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Direktion für Entwicklung und Zusammenarbeit; Trinity College Dublin; Direktoratet for Utviklingssamarbeid; World Health Organization; United States Agency for International Development","keywords":"Descriptive statistics; Mental health; Descriptive research; Phase (matter); Psychology; Psychiatry; Sociology; Social science; Statistics","score_opus":0.14689709289536582,"score_gpt":0.4763461549127938,"score_spread":0.32944906201742796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413950766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9147776,0.0041023907,0.00015107438,0.0775951,0.0005020552,0.0009631075,0.00008950884,0.000051292755,0.0017678657],"genre_scores_gemma":[0.9778213,0.0015725812,0.00011669351,0.018118052,0.00014087162,0.000065933986,0.00008652686,0.000013860212,0.0020641743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939209,0.0041648117,0.00087194,0.00029459648,0.00024676658,0.0005009777],"domain_scores_gemma":[0.99758065,0.0009598964,0.0005297561,0.00071202003,0.0000679342,0.00014972233],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0050236406,0.00020201366,0.000779276,0.00014984845,0.0018407005,0.000036752386,0.0004303172,0.000043661636,0.00007333532],"category_scores_gemma":[0.00006460329,0.00011407945,0.00014686928,0.0008426924,0.00042759793,0.000078103694,0.00019619614,0.0006660271,0.000008330119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022409474,0.0021077502,0.84063184,0.00048893585,0.001963001,0.0000046976493,0.015643945,0.000010559889,0.0000024902945,0.009225369,0.05777091,0.069909535],"study_design_scores_gemma":[0.004494653,0.00070868345,0.96021587,0.0001614753,0.00011590814,0.0000075804833,0.0069185747,0.00008780025,0.0000012347415,0.00015043016,0.027035177,0.00010262777],"about_ca_topic_score_codex":0.008042695,"about_ca_topic_score_gemma":0.0011706417,"teacher_disagreement_score":0.119584,"about_ca_system_score_codex":0.00018638793,"about_ca_system_score_gemma":0.00016956168,"threshold_uncertainty_score":0.9994588},"labels":[],"label_agreement":null},{"id":"W4413997085","doi":"10.1016/j.jad.2025.120226","title":"Sensitivity of the Patient-Health Questionnaire (PHQ-9) items to change in three clinical trials in low- and middle-income countries","year":2025,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Manitoba","funders":"Wellcome Trust","keywords":"Patient Health Questionnaire; Low and middle income countries; Sensitivity (control systems); Clinical trial; Low income; Psychology; Medicine; Clinical psychology; Psychiatry; Depressive symptoms; Developing country; Socioeconomics; Internal medicine; Economic growth; Economics","score_opus":0.06407290129006879,"score_gpt":0.45123699104374343,"score_spread":0.38716408975367467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413997085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98805016,0.0024955953,0.00007837767,0.0064612664,0.0014282836,0.0013534832,0.000014639521,0.000003008841,0.00011518566],"genre_scores_gemma":[0.9986449,0.00028044436,0.000013596582,0.0009586358,0.000053915195,0.00003246633,5.231e-7,0.0000062126023,0.000009299378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99503237,0.0032983944,0.001132203,0.00016681271,0.00016165507,0.00020856714],"domain_scores_gemma":[0.99688095,0.0020343112,0.0008079005,0.00013114471,0.00007256683,0.00007311492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006702717,0.00012324736,0.0007285979,0.00028655285,0.00006798202,0.000011134265,0.000084862404,0.00009784619,0.000011422846],"category_scores_gemma":[0.0010397924,0.00008229688,0.00013141797,0.00042283323,0.00010374827,0.000119640936,0.000047857637,0.00030252448,0.0000013948857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082263426,0.00044327442,0.90290546,0.00020672636,0.000049601993,0.000006852743,0.0024406612,0.0000043505047,9.766777e-7,0.00030765997,0.00005673891,0.092755035],"study_design_scores_gemma":[0.0023045074,0.00071677315,0.9922194,0.0028361087,0.000016364293,0.0000031674483,0.00076833135,0.000023301034,0.000015999349,0.0010001519,0.000038120095,0.00005780063],"about_ca_topic_score_codex":0.0035362619,"about_ca_topic_score_gemma":0.04150639,"teacher_disagreement_score":0.09269723,"about_ca_system_score_codex":0.00016809905,"about_ca_system_score_gemma":0.00009141244,"threshold_uncertainty_score":0.9759836},"labels":[],"label_agreement":null},{"id":"W4414016838","doi":"10.22541/au.175707915.57674738/v1","title":"Adaptation of the First Episode Psychosis Services -- Fidelity Scale for use in New and Small Programs","year":2025,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Fidelity; Adaptation (eye); Psychosis; Scale (ratio); High fidelity; Psychology; Computer science; Geography; Cartography; Psychiatry; Telecommunications; Neuroscience; Engineering","score_opus":0.06836876036340012,"score_gpt":0.36433109020227644,"score_spread":0.2959623298388763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414016838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994864,0.0002530403,0.0004834014,0.0017750358,0.00020849453,0.0011039192,0.0000061408828,0.000013684186,0.0012923147],"genre_scores_gemma":[0.99308187,0.000014174825,0.0022405984,0.0006679672,0.000011542868,0.00015553001,0.000011209408,0.0000039426914,0.0038131676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99945945,0.00002518314,0.00019879515,0.0001613653,0.000035027846,0.00012016513],"domain_scores_gemma":[0.999656,0.00008561704,0.000057510784,0.00015850546,0.00001867449,0.000023697288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009145718,0.000063717525,0.000099909375,0.00003397016,0.00006323104,0.000017947106,0.00009285982,0.000051662166,0.000037911028],"category_scores_gemma":[0.0000021583292,0.0000420556,0.000029164237,0.00015576552,0.000019478584,0.00006452632,0.000023466418,0.0000317265,0.0000017478043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011724631,0.0001826,0.83392525,0.00016777775,0.000010402528,5.574914e-8,0.00054124434,0.000001317443,9.85091e-7,0.00096385827,0.00040583583,0.1636834],"study_design_scores_gemma":[0.0015340897,0.00007685836,0.9889995,0.00014667865,0.000020981077,2.0664167e-7,0.0006592225,0.00088537583,0.00010898506,0.0014067093,0.0061123203,0.000049073962],"about_ca_topic_score_codex":0.049723953,"about_ca_topic_score_gemma":0.34140712,"teacher_disagreement_score":0.29168317,"about_ca_system_score_codex":0.000015491927,"about_ca_system_score_gemma":0.0000058271276,"threshold_uncertainty_score":0.956604},"labels":[],"label_agreement":null},{"id":"W4414024403","doi":"10.12701/jyms.2025.42.54","title":"Analyzing ethical dimensions of mental disorders: trends and key research areas through bibliometric methods","year":2025,"lang":"en","type":"article","venue":"Journal of Yeungnam Medical Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Bibliometrics; Psychology; Engineering ethics; Computer science; Library science; Engineering","score_opus":0.15207161267248712,"score_gpt":0.5966129561751614,"score_spread":0.44454134350267427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414024403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92532533,0.011152551,0.0046878373,0.037247535,0.0019710767,0.00020988357,0.000004524134,0.000012557665,0.019388707],"genre_scores_gemma":[0.9907881,0.0016948819,0.0065648993,0.0003882214,0.00006763149,0.0000048297634,6.479096e-7,0.0000048973475,0.0004858663],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99597913,0.00076453853,0.00072232203,0.0002938566,0.0017382131,0.00050196645],"domain_scores_gemma":[0.9971495,0.0016695393,0.00025455657,0.00020316227,0.00026670017,0.0004565264],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.012628244,0.0001105635,0.00036640489,0.012944208,0.0004639065,0.000050238912,0.0006949492,0.00021729659,0.00082814094],"category_scores_gemma":[0.002230148,0.00006669478,0.00008833043,0.04675383,0.001731735,0.0002762774,0.00030927215,0.0011862433,0.0000036484932],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016827625,0.0007128966,0.040246315,0.000046265504,0.00007752529,0.000042492567,0.0019322691,3.9779445e-7,0.0009098654,0.010611215,0.0053509763,0.93990153],"study_design_scores_gemma":[0.0072419876,0.0039978344,0.90502983,0.0022169114,0.00022505398,0.00037735907,0.0061609773,0.0008764586,0.0035226953,0.038527306,0.03135819,0.00046540154],"about_ca_topic_score_codex":0.00018057684,"about_ca_topic_score_gemma":0.0000340814,"teacher_disagreement_score":0.9394361,"about_ca_system_score_codex":0.00012544419,"about_ca_system_score_gemma":0.00031872923,"threshold_uncertainty_score":0.9982432},"labels":[],"label_agreement":null},{"id":"W4414043770","doi":"10.1016/j.jad.2025.120233","title":"Treatment preferences and self-stigma in depression: Development and validation of the brief ATDT-SF","year":2025,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"H. Lundbeck A/S; Lundbeckfonden; Aarhus Universitets Forskningsfond; Danmarks Frie Forskningsfond; Aarhus Universitet","keywords":"Depression (economics); Measure (data warehouse); Psychometrics; Validation test; MEDLINE","score_opus":0.017940013216215016,"score_gpt":0.33865642574326066,"score_spread":0.32071641252704564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414043770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955631,0.0012846071,0.000017206552,0.00017755016,0.00024818804,0.0003330122,0.0000013895431,0.0000040547898,0.002370906],"genre_scores_gemma":[0.99942297,0.00030036646,0.00008050974,0.000019885869,0.000008260161,0.000022067567,8.110708e-7,0.0000036343263,0.00014152243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999345,0.00013593977,0.00023024176,0.00010506138,0.00008859318,0.00009515538],"domain_scores_gemma":[0.9994936,0.0001993273,0.00019313692,0.000059844104,0.00002728171,0.000026836942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014880617,0.0000855586,0.00016157444,0.00012024227,0.00008958625,0.000009960059,0.000058324273,0.000043409214,0.000009870926],"category_scores_gemma":[0.000018205927,0.000050040337,0.000026359372,0.00017273233,0.00003901505,0.000073227435,0.000026360163,0.000063473526,4.7206606e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011157726,0.00034553342,0.7430341,0.00003593894,0.00010599915,0.0000016269314,0.0034814298,0.0000040650816,0.000017046155,0.00014435331,0.000056024513,0.2526623],"study_design_scores_gemma":[0.0021503782,0.00023703523,0.9926509,0.00013865193,0.000037242502,0.0000038606095,0.0011707033,0.00000603004,0.002219107,0.0008424568,0.0005020539,0.00004153612],"about_ca_topic_score_codex":0.0002374633,"about_ca_topic_score_gemma":0.0004104297,"teacher_disagreement_score":0.25262076,"about_ca_system_score_codex":0.000075396165,"about_ca_system_score_gemma":0.000047367368,"threshold_uncertainty_score":0.20405857},"labels":[],"label_agreement":null},{"id":"W4414088476","doi":"10.1016/j.socscimed.2025.118580","title":"Cultural consonance as a mediator between maternal adversity and parenting practices across family contexts in the Dominican Republic","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Directorate for Social, Behavioral and Economic Sciences; Canada Foundation for Innovation; American Copy Editors Society: The Society for Editing; National Science Foundation","keywords":"Psychological intervention; Mediator; Complement (music); Cultural values; Qualitative research; Culturally appropriate; Parenting styles; Child rearing","score_opus":0.07137372375090428,"score_gpt":0.4899839401442125,"score_spread":0.4186102163933082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414088476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97345114,0.0007420135,9.0710455e-7,0.009744348,0.00065145514,0.00033545005,0.000009721137,0.000016271504,0.01504869],"genre_scores_gemma":[0.99710685,0.000043010496,0.0000032910034,0.002042964,0.00028844472,0.000028025579,0.000004915659,0.0000020549162,0.00048047322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998407,0.00017079902,0.00026702762,0.0003358749,0.000395786,0.00042351286],"domain_scores_gemma":[0.9990283,0.00039920883,0.00032603196,0.0001181238,0.0000496213,0.000078685705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023566142,0.00010099104,0.00022071277,0.00005596505,0.0009942289,0.00007110644,0.0004455241,0.000057399913,0.00006784501],"category_scores_gemma":[0.0004282366,0.000060538172,0.0000190964,0.000673709,0.001598743,0.00035055954,0.000087153654,0.00020114503,0.0000063742473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007054445,0.000042311418,0.84491193,0.000018626572,0.000012909722,0.000022407166,0.051855106,1.9740989e-9,0.000091723676,0.003191319,0.0018779499,0.09790515],"study_design_scores_gemma":[0.0013233604,0.0000610839,0.95298386,0.00006577679,0.000019068017,0.0000031111251,0.04112559,6.0113365e-7,0.000016275339,0.00035359792,0.0039947303,0.000052918018],"about_ca_topic_score_codex":0.0050522042,"about_ca_topic_score_gemma":0.0002986539,"teacher_disagreement_score":0.10807194,"about_ca_system_score_codex":0.00008258667,"about_ca_system_score_gemma":0.00006947175,"threshold_uncertainty_score":0.7646905},"labels":[],"label_agreement":null},{"id":"W4414109402","doi":"10.1080/07448481.2025.2555594","title":"Perceived barriers to care and access to university mental health support services among first-year undergraduates: findings from the U-Flourish study","year":2025,"lang":"en","type":"article","venue":"Journal of American College Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; University of Oxford; Medical Research Council; National Institute for Health and Care Research; UK Research and Innovation","keywords":"Mental health; Mental health literacy; Mental health care; Health literacy; Help-seeking; Health care; Literacy; Psychological intervention","score_opus":0.015044575059787046,"score_gpt":0.3475044736129697,"score_spread":0.33245989855318264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414109402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93403,0.00026933773,0.0000106313255,0.0622593,0.0007369903,0.0018502804,0.00036830798,0.000019158153,0.00045598682],"genre_scores_gemma":[0.98479307,0.0002732538,0.00027713456,0.014079605,0.000089880574,0.000009413863,0.000014259736,0.000018487293,0.00044487717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997678,0.0004329764,0.0006080568,0.00038998487,0.00036720757,0.00052376685],"domain_scores_gemma":[0.9977637,0.00022709058,0.00053306867,0.00028738187,0.0001150136,0.0010737593],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00047993052,0.00023570846,0.000682242,0.00031576428,0.0014975597,0.000093189745,0.000676633,0.000036827954,0.00019991353],"category_scores_gemma":[0.000016478505,0.0001862664,0.000086719636,0.0009727068,0.00010981124,0.00023495605,0.00022968269,0.00030736977,0.000010042093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011179388,0.00022978162,0.86768043,0.00006913727,0.0001786137,0.000053133972,0.06859671,0.000005096914,3.6842357e-7,0.000039001978,0.059450127,0.0025796483],"study_design_scores_gemma":[0.0015781834,0.003006316,0.6385461,0.00015998886,0.000028770997,0.0000055687187,0.34285313,0.000002193636,8.960275e-7,0.000007535019,0.013716648,0.00009468418],"about_ca_topic_score_codex":0.029555736,"about_ca_topic_score_gemma":0.02707686,"teacher_disagreement_score":0.2742564,"about_ca_system_score_codex":0.0013642225,"about_ca_system_score_gemma":0.0009306288,"threshold_uncertainty_score":0.99980235},"labels":[],"label_agreement":null},{"id":"W4414207393","doi":"10.1192/j.eurpsy.2025.330","title":"Service disengagement in first episode psychosis: rates and predictors form 2-year longitudinal research in a real-world care setting","year":2025,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disengagement theory; Intervention (counseling); Mental health; Scale (ratio); Multivariate analysis; Mental health service; Univariate; Quarter (Canadian coin)","score_opus":0.0530953353706285,"score_gpt":0.4115103266376846,"score_spread":0.3584149912670561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414207393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8329585,0.003126211,0.0000016281083,0.005194506,0.0013071479,0.00087200396,0.000020480273,0.00006250089,0.156457],"genre_scores_gemma":[0.99746895,0.0001600671,0.00026830408,0.0005103427,0.00021234306,0.00015505108,0.000047621048,0.000043809727,0.001133506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99698734,0.000809126,0.0005676334,0.00072143984,0.00022866558,0.0006857935],"domain_scores_gemma":[0.9990825,0.00017729707,0.00008792614,0.00048207413,0.00004875378,0.00012143742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013612635,0.00023996817,0.00023719519,0.0007633632,0.0003964419,0.00007997473,0.0003542697,0.000057531306,0.00015063882],"category_scores_gemma":[0.000010678731,0.00022875582,0.00004134923,0.0014090484,0.000060879214,0.0001364863,0.00022870701,0.00065081357,0.00016279424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002680897,0.00032879238,0.9769673,0.00065088086,0.000035288933,0.000043029395,0.0054075527,0.0000026341502,4.500228e-7,0.0024795136,0.009105312,0.004711182],"study_design_scores_gemma":[0.0025454422,0.000109828725,0.9769638,0.0017672377,0.000016287222,0.0000012427456,0.014952758,0.000015840626,0.0000022770114,0.00045612574,0.0029995542,0.00016961027],"about_ca_topic_score_codex":0.004630797,"about_ca_topic_score_gemma":0.09280773,"teacher_disagreement_score":0.16451044,"about_ca_system_score_codex":0.00019575974,"about_ca_system_score_gemma":0.000024145535,"threshold_uncertainty_score":0.93283916},"labels":[],"label_agreement":null},{"id":"W4414314817","doi":"","title":"Development and Psychometric Evaluation of a Measure of Mental Health Literacy in Parents of Adolescents.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Saskatchewan Health","funders":"","keywords":"Measure (data warehouse); Mental health; Mental health literacy; Psychometrics; Literacy; Health literacy; Self-report study","score_opus":0.09282138214853229,"score_gpt":0.4084210376904265,"score_spread":0.3155996555418942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414314817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913605,0.0049639437,0.0000066576713,0.00011676626,0.0003076621,0.0016193823,0.000015692904,0.0000035573994,0.0016058686],"genre_scores_gemma":[0.999108,0.000046638146,0.00012594486,0.000056061883,0.0000040368027,0.0005531303,0.000023408653,0.000003915491,0.00007887344],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99859273,0.00017103845,0.0005595177,0.00016895948,0.00031421,0.00019356115],"domain_scores_gemma":[0.99946874,0.000018022352,0.00026472542,0.00012254642,0.00007646347,0.000049469305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011950535,0.00007872581,0.00024389765,0.0005195217,0.00002350087,0.0000027945446,0.00008050357,0.000039506464,0.000018950861],"category_scores_gemma":[0.000020894888,0.0000718201,0.00002104283,0.0007044415,0.00002483918,0.00005239106,0.000025961877,0.00004615436,6.291731e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000129368,0.0005221115,0.4146826,0.0002489835,0.000025341185,4.480556e-8,0.0011932757,1.03249974e-7,0.0000028217141,0.000048901482,0.00005248849,0.58309394],"study_design_scores_gemma":[0.0034414174,0.000025409128,0.9952158,0.0002894217,0.000013481237,2.7082817e-7,0.0002332656,0.000007973656,0.0005521112,0.000045362227,0.00013782631,0.00003766365],"about_ca_topic_score_codex":0.00018042346,"about_ca_topic_score_gemma":0.00006445011,"teacher_disagreement_score":0.5830563,"about_ca_system_score_codex":0.00015368326,"about_ca_system_score_gemma":0.000056077377,"threshold_uncertainty_score":0.29287386},"labels":[],"label_agreement":null},{"id":"W4414317181","doi":"10.1177/00049441251379098","title":"Feasibility and Acceptability of a Classroom-Based Mental Health Literacy Program: An Australian Pilot Study","year":2025,"lang":"en","type":"article","venue":"Australian Journal of Education","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Alberta; University of Calgary","funders":"","keywords":"Mental health; Mental health literacy; Literacy; Health literacy; Pilot program; Psychological intervention","score_opus":0.11133535288519354,"score_gpt":0.508108262421648,"score_spread":0.39677290953645444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414317181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99133766,0.00021516196,0.0000062308095,0.004973787,0.0013710246,0.0018392309,0.00002130685,0.000013928163,0.0002217022],"genre_scores_gemma":[0.9967106,0.0000061782202,0.0017734668,0.0001715675,0.0000871227,0.000050221548,0.000034462657,0.000008838071,0.0011575443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976633,0.000575339,0.0009899007,0.00028953445,0.00020263548,0.00027925853],"domain_scores_gemma":[0.9983997,0.000053194686,0.0007104732,0.00035614634,0.00020764489,0.00027283723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009977762,0.0001769233,0.0003758779,0.00024586084,0.00015740134,0.00006459159,0.00022258458,0.000047934387,0.0008754447],"category_scores_gemma":[0.000020503689,0.00015375538,0.00006491756,0.00034803743,0.000106641404,0.00041154266,0.000015797768,0.00024184515,0.0000028432194],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007582987,0.019369448,0.72764283,0.00016445029,0.000057640475,0.0000012365025,0.0027207858,3.972413e-7,0.000025161316,0.00007595036,0.0023643798,0.24681944],"study_design_scores_gemma":[0.0024425634,0.009601245,0.97775,0.00010157837,0.000055920944,0.000011133537,0.008457237,0.0000014746405,0.00012978159,0.00033774352,0.0010211271,0.000090213805],"about_ca_topic_score_codex":0.001056943,"about_ca_topic_score_gemma":0.00019444233,"teacher_disagreement_score":0.25010717,"about_ca_system_score_codex":0.00032504613,"about_ca_system_score_gemma":0.00049599225,"threshold_uncertainty_score":0.9585505},"labels":[],"label_agreement":null},{"id":"W4414468683","doi":"10.1093/ageing/afaf246","title":"Does mental illness history affect primary care chronic disease management in older adults? A population-based propensity score-matched study","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vitalité Health Network; Ontario Tech University; Simon Fraser University; Ontario Shores Centre for Mental Health Sciences; Dalhousie University","funders":"","keywords":"Primary care; Affect (linguistics); Mental illness; Chronic disease; Multidisciplinary approach; Mental health; Disease management; Disease; Multimorbidity","score_opus":0.017868390775092745,"score_gpt":0.30580330781569887,"score_spread":0.28793491704060614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414468683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913499,0.003507835,0.0000071117015,0.00007273489,0.0007054641,0.002825754,0.000006336784,0.000049585225,0.0014752729],"genre_scores_gemma":[0.9974395,0.000019400495,0.000010861401,0.00030084932,0.0000356938,0.0004379489,0.00018007946,0.000012461747,0.0015631722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988276,0.00014530086,0.00021800098,0.00043614273,0.00012468423,0.00024830396],"domain_scores_gemma":[0.99958324,0.000031734045,0.000062018284,0.00024398888,0.000009421142,0.00006959447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009957194,0.00017314857,0.00022651978,0.000146612,0.00019783375,0.000025364381,0.0000995201,0.00003565921,0.00011597776],"category_scores_gemma":[0.0000017358813,0.00012084104,0.000039988754,0.000119729535,0.000025148871,0.00010367485,0.00008535719,0.00009506096,0.000006422637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005738967,0.0010512973,0.8135267,0.0019993184,0.00007642503,0.007288834,0.006967583,0.0000042347447,0.000006177492,0.000090077476,0.00012323995,0.1682922],"study_design_scores_gemma":[0.0040412466,0.00007224345,0.99249977,0.000700338,0.00007228928,1.5309183e-7,0.0022626275,0.000019335144,0.000004701918,0.000016345959,0.00015372096,0.00015721175],"about_ca_topic_score_codex":0.0023819765,"about_ca_topic_score_gemma":0.0020706174,"teacher_disagreement_score":0.17897308,"about_ca_system_score_codex":0.0008741417,"about_ca_system_score_gemma":0.000027598324,"threshold_uncertainty_score":0.49277547},"labels":[],"label_agreement":null},{"id":"W4414483259","doi":"10.3389/fpsyt.2025.1704050","title":"Editorial: Community series in mental-health-related stigma and discrimination: prevention, role, and management strategies, volume III","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Psychological intervention; Mental health; Globe; Social distance; Social stigma; Pandemic; Health care","score_opus":0.0075154068416200676,"score_gpt":0.3158986667997244,"score_spread":0.30838325995810434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414483259","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018333239,0.025994945,0.000039278126,0.0015032472,0.96114296,0.0019282519,0.00024648258,0.00006612835,0.0072453786],"genre_scores_gemma":[0.0017810562,0.022262482,0.004602164,0.00015972588,0.90663177,0.0013184135,0.0071673826,0.00014058738,0.055936415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962718,0.00090666366,0.0011196584,0.0006864274,0.00044519838,0.00057028176],"domain_scores_gemma":[0.998728,0.000058012218,0.0004780306,0.000550261,0.000044313274,0.00014139108],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010597268,0.000512379,0.00082736416,0.0006617174,0.0005834597,0.00014664697,0.00041112106,0.0009501293,0.00007173468],"category_scores_gemma":[0.000013244085,0.00055412576,0.00006457016,0.00046394934,0.00020110603,0.00042162865,0.00024258396,0.001597159,0.0000040041155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006035978,0.00067323854,0.010474945,0.0018801434,0.00021041563,0.0000040784125,0.0034599868,5.449233e-7,1.4752368e-8,0.001543943,0.96770585,0.013443254],"study_design_scores_gemma":[0.0071182866,0.00049010245,0.02490785,0.0023360245,0.00011244416,0.0000021107742,0.03763628,0.000007326566,4.9366893e-8,0.028345572,0.89853334,0.0005106257],"about_ca_topic_score_codex":0.0041925805,"about_ca_topic_score_gemma":0.0073630707,"teacher_disagreement_score":0.06917251,"about_ca_system_score_codex":0.00047178377,"about_ca_system_score_gemma":0.00029057343,"threshold_uncertainty_score":0.999691},"labels":[],"label_agreement":null},{"id":"W4414549569","doi":"10.59429/esp.v10i9.3936","title":"Barriers to accessing mental health services among university students: A systematic review","year":2025,"lang":"en","type":"article","venue":"Environment and Social Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychological intervention; Inclusion (mineral); Systematic review; Critical appraisal; Service (business); Scale (ratio); Cochrane Library","score_opus":0.01707129924733994,"score_gpt":0.38566713218784576,"score_spread":0.3685958329405058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414549569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94930935,0.017797515,0.000105137995,0.018559983,0.000984446,0.004044217,0.000043288437,0.000076874414,0.009079185],"genre_scores_gemma":[0.95819354,0.0034634604,0.000044887573,0.031927895,0.000046343113,0.00008308703,0.000043800785,0.000016190379,0.006180802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820495,0.00046753467,0.00035457045,0.00044703076,0.00016397946,0.00036191172],"domain_scores_gemma":[0.9993665,0.000027803559,0.00017663305,0.00021946763,0.0000040672894,0.00020549042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004140101,0.0001868821,0.0005286332,0.00011221252,0.0008020017,0.000028012371,0.00033397938,0.00010290536,0.0007516499],"category_scores_gemma":[0.0000018773262,0.00018067476,0.0000667372,0.00015032392,0.00011343394,0.000098983175,0.0001560831,0.00012364933,0.000119119606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007318345,0.0015002621,0.6777224,0.18787044,0.0017826238,0.00009766392,0.056856498,3.939024e-7,0.00003708519,0.0064521697,0.04790653,0.019042095],"study_design_scores_gemma":[0.0055169556,0.0005121673,0.91325927,0.026937086,0.0005662621,0.000008338404,0.029126482,0.0000025333875,0.0000024864366,0.00023934805,0.023144428,0.00068467454],"about_ca_topic_score_codex":0.00014267635,"about_ca_topic_score_gemma":0.00005191554,"teacher_disagreement_score":0.23553684,"about_ca_system_score_codex":0.00019399537,"about_ca_system_score_gemma":0.000010867297,"threshold_uncertainty_score":0.82300395},"labels":[],"label_agreement":null},{"id":"W4414551613","doi":"10.1007/978-3-031-93042-3_10","title":"Stigma","year":2025,"lang":"en","type":"book-chapter","venue":"Handbooks of sociology and social research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Stigma (botany); Variety (cybernetics); Social stigma; Social issues; Affect (linguistics)","score_opus":0.2237260281561846,"score_gpt":0.5183669269500728,"score_spread":0.2946408987938882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414551613","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006110801,0.010033171,0.0000035503178,0.0008424412,0.00037441842,0.0005580307,0.00010526222,0.000022382997,0.9819499],"genre_scores_gemma":[0.10866222,0.00077062077,0.000016519156,0.00018547132,0.00033468302,0.00006727465,0.00008064058,0.000022563447,0.88986003],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99824196,0.00024631096,0.00034353873,0.00041892746,0.00026801895,0.0004812257],"domain_scores_gemma":[0.9985438,0.0008786366,0.0001278081,0.00018754242,0.00019035653,0.00007183646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009310954,0.00020654425,0.0005651171,0.00027241273,0.00088761415,0.000009697015,0.0002393425,0.0012832383,0.0026104518],"category_scores_gemma":[0.000022194452,0.00019341441,0.00012862033,0.000019239716,0.0025731956,0.00001945341,0.00020813681,0.0011006959,0.00016074546],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024040535,0.000041223204,0.00019193503,0.00024096812,0.0002584587,0.000027687955,0.0051232795,1.269427e-9,0.00000789549,0.8967551,0.032036148,0.065076895],"study_design_scores_gemma":[0.0024493895,0.00083983113,0.0030821415,0.0004976334,0.00014060507,0.0000046556443,0.0023456358,5.2230064e-7,0.000055864522,0.73783743,0.25229943,0.0004468417],"about_ca_topic_score_codex":0.0001411856,"about_ca_topic_score_gemma":0.000028235798,"teacher_disagreement_score":0.22026327,"about_ca_system_score_codex":0.00008060727,"about_ca_system_score_gemma":0.00014338644,"threshold_uncertainty_score":0.99830127},"labels":[],"label_agreement":null},{"id":"W4414641369","doi":"10.2196/72591","title":"Severity Classification of Anxiety and Depression Using Generalized Anxiety Disorder Scale and Patient Health Questionnaire: National Cross-Sectional Study Applying Classification and Regression Tree Models","year":2025,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Generalized anxiety disorder; Anxiety; Depression (economics); Scale (ratio); Patient Health Questionnaire; Regression; Cart; Major depressive disorder; Regression analysis","score_opus":0.07467743002773047,"score_gpt":0.4091490049113966,"score_spread":0.33447157488366613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414641369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98882306,0.0061479504,0.0010782388,0.0014737995,0.00023768647,0.0019416494,0.000054676206,0.000045631023,0.00019728638],"genre_scores_gemma":[0.99709976,0.0013852825,0.0003997376,0.0004772599,0.000039613773,0.0004175045,0.00011960476,0.000012554181,0.00004869944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99720657,0.0006756747,0.00074367144,0.0006867072,0.00033216964,0.00035518987],"domain_scores_gemma":[0.9987003,0.0000882311,0.000477517,0.00020396143,0.00021178753,0.00031818685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013310869,0.00020880759,0.0003635203,0.00018316122,0.00093816116,0.00010669226,0.000063949046,0.0001484916,0.0000059560552],"category_scores_gemma":[0.00004190303,0.00018061246,0.000024250992,0.00031867184,0.00015308787,0.00035627338,0.000084778774,0.00017935484,2.0821425e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017031044,0.00037229064,0.8000556,0.00025947767,0.000014003278,8.89243e-8,0.0012049814,0.0000032980072,0.000019471114,0.00069124694,0.00011848692,0.19709073],"study_design_scores_gemma":[0.0019073616,0.00012558931,0.9758558,0.00005446128,0.0000010726249,0.000011557275,0.0009089419,0.020084728,6.3300337e-7,0.0003423293,0.0005831934,0.00012428695],"about_ca_topic_score_codex":0.0012242269,"about_ca_topic_score_gemma":0.00062584516,"teacher_disagreement_score":0.19696644,"about_ca_system_score_codex":0.00020185669,"about_ca_system_score_gemma":0.00027423064,"threshold_uncertainty_score":0.73651624},"labels":[],"label_agreement":null},{"id":"W4414668701","doi":"10.47772/ijriss.2025.90900087","title":"Mental Health Implications of the Quarter System: An Analysis of Student Experiences at Tertiary Institutions in Zimbabwe","year":2025,"lang":"en","type":"article","venue":"International Journal of Research and Innovation in Social Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Mental health; Flexibility (engineering); Feeling; Nonprobability sampling; Qualitative research; Qualitative property; Data collection","score_opus":0.13324108086740885,"score_gpt":0.5837224041611795,"score_spread":0.45048132329377066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414668701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902407,0.00008146353,0.00004879157,0.0065423083,0.00037677956,0.00017131866,0.000014496752,0.0000011051419,0.0025230697],"genre_scores_gemma":[0.99972165,0.00001602964,0.000022759528,0.00013276536,0.000025765741,0.000022907376,0.0000042829356,7.526998e-7,0.0000530609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829787,0.00014567365,0.00066648045,0.000112243266,0.000641831,0.00013590466],"domain_scores_gemma":[0.99877965,0.0000572869,0.0003334065,0.00007356149,0.0007303894,0.0000257016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002124188,0.000036561258,0.00012749525,0.0021794667,0.0002954644,0.000028514023,0.0005186059,0.000022559756,0.000030966214],"category_scores_gemma":[0.000037051093,0.000026172485,0.000025454638,0.0054580616,0.0006511128,0.00027760188,0.00010327287,0.000114298884,1.997023e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006528058,0.00037823943,0.75661564,0.000009567085,0.000049227267,7.0019206e-7,0.01876549,0.00000504555,0.00075634976,0.21989352,0.00022412938,0.0032368223],"study_design_scores_gemma":[0.0004072137,0.00007770277,0.96826285,0.0000761678,0.000003085184,0.000001805008,0.03042079,0.000034595574,0.00022474067,0.00038941836,0.000084338615,0.00001730003],"about_ca_topic_score_codex":0.00046820345,"about_ca_topic_score_gemma":0.00034855137,"teacher_disagreement_score":0.2195041,"about_ca_system_score_codex":0.00069194235,"about_ca_system_score_gemma":0.00032307912,"threshold_uncertainty_score":0.26224178},"labels":[],"label_agreement":null},{"id":"W4414747603","doi":"10.37762/jgmds.12-4.790","title":"Establishing a System for Cognitive Therapy Training, Research, and Practice in Pakistan: Implementation-More Art Than Science","year":2025,"lang":"en","type":"article","venue":"Journal of Gandhara Medical and Dental Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Universidad del Atlántico","keywords":"Mental health; Psychological intervention; Public health; Population; International health; Health care; Diversity (politics); Health policy; Health education","score_opus":0.11038997924872297,"score_gpt":0.5717617277055057,"score_spread":0.46137174845678275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414747603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909732,0.0014055547,0.00014786921,0.0020300036,0.00057267037,0.000422581,0.000006540501,0.0000043793243,0.0044372403],"genre_scores_gemma":[0.99894035,0.00022828748,0.00015607629,0.00047316484,0.00007802607,0.00002324367,9.959574e-7,0.0000028200602,0.00009706613],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99767196,0.00011389655,0.00041158675,0.00027547358,0.0011030647,0.00042401245],"domain_scores_gemma":[0.9974214,0.0016875837,0.000183193,0.000058362777,0.00030851946,0.00034098505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0091493465,0.00008023614,0.00018182228,0.00047061392,0.00064142165,0.0002667116,0.00032023725,0.000042529122,0.000050592953],"category_scores_gemma":[0.00079904305,0.00005495327,0.000020176836,0.0011014164,0.0016976702,0.0010797508,0.000089733294,0.00025279552,0.0000012195187],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035913447,0.00087909703,0.09879719,0.00017907718,0.000055086715,0.0007025344,0.03147033,8.099239e-8,0.0015805751,0.016241878,0.00102036,0.84548247],"study_design_scores_gemma":[0.0140231,0.0027864187,0.3877543,0.002171426,0.00003441202,0.0020828242,0.5844592,0.0001203917,0.001955695,0.0014398614,0.0029464876,0.0002259255],"about_ca_topic_score_codex":0.0001671089,"about_ca_topic_score_gemma":0.000096784555,"teacher_disagreement_score":0.8452565,"about_ca_system_score_codex":0.00015353523,"about_ca_system_score_gemma":0.00057660276,"threshold_uncertainty_score":0.6255137},"labels":[],"label_agreement":null},{"id":"W4414778596","doi":"10.1016/j.actpsy.2025.105636","title":"Pharmacists' knowledge and attitudes regarding their role in depression management: Insights into opportunities for improved practices","year":2025,"lang":"en","type":"article","venue":"Acta Psychologica","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Princess Nourah Bint Abdulrahman University","keywords":"Depression (economics); Mental health; Pharmacy; Community pharmacy; Mental illness; Focus group; Pharmacy practice","score_opus":0.11783495219857532,"score_gpt":0.4491711146661653,"score_spread":0.33133616246759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414778596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.795343,0.0094076255,0.00004532444,0.00086232385,0.00071950484,0.0012390855,0.000006113669,0.00008126627,0.19229576],"genre_scores_gemma":[0.9893631,0.002198528,0.00043452118,0.0009184386,0.000060572598,0.0008104398,0.00003089634,0.00001440078,0.0061691427],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985956,0.000153107,0.00032259553,0.0005626885,0.000045814653,0.00032021126],"domain_scores_gemma":[0.9990153,0.00032149095,0.00024636282,0.00031641845,0.00002875296,0.00007168226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030920206,0.00021946557,0.0002573629,0.00026349,0.00029552227,0.00006487624,0.0002806508,0.00013921541,0.00012267914],"category_scores_gemma":[0.000019421523,0.00016000899,0.00004946522,0.00018897965,0.00007180346,0.00027960772,0.00013991866,0.00015612735,0.000008490891],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017123241,0.001659853,0.024853619,0.00044961076,0.0002910194,0.000039485723,0.0042188,8.698314e-8,0.0017561167,0.004831027,0.015841817,0.94434625],"study_design_scores_gemma":[0.013326734,0.0006050432,0.31712732,0.0005445183,0.00017970908,0.000021095131,0.0111056985,0.00018031159,0.0018010857,0.01699948,0.6373765,0.00073253765],"about_ca_topic_score_codex":0.000027047476,"about_ca_topic_score_gemma":0.00004034177,"teacher_disagreement_score":0.9436137,"about_ca_system_score_codex":0.000046459765,"about_ca_system_score_gemma":0.000007727573,"threshold_uncertainty_score":0.65249777},"labels":[],"label_agreement":null},{"id":"W4414843170","doi":"10.1080/09581596.2025.2569204","title":"Correction","year":2025,"lang":"en","type":"article","venue":"Critical Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Mental illness; Exploratory research; Mental health","score_opus":0.09435012153786543,"score_gpt":0.49167531767082107,"score_spread":0.39732519613295564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414843170","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015317835,0.0015960538,0.008580499,0.305786,0.017529842,0.00047006446,0.000009605786,0.00029010934,0.65042],"genre_scores_gemma":[0.9617707,0.000012053545,0.00008985375,0.01926333,0.00013477542,0.00008478427,0.000019147818,0.0000067710835,0.018618543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861664,0.0002086049,0.00026935266,0.0002485808,0.00009574074,0.00056110363],"domain_scores_gemma":[0.999055,0.00035816428,0.000021657728,0.00021168518,0.000047835372,0.0003056549],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004716735,0.00008306989,0.00015394275,0.00012962848,0.0003449357,0.00004941818,0.00010600164,0.00007456687,0.0023580242],"category_scores_gemma":[0.00023416373,0.000075726966,0.000034295175,0.00033496242,0.000085448504,0.00010459915,0.000026983424,0.00018194028,0.0006124626],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000088254865,0.00033514007,0.0020900231,0.000060323622,0.00000770536,0.0000032290272,0.00014730913,9.928202e-9,3.7239914e-7,0.37277234,0.30655903,0.3180157],"study_design_scores_gemma":[0.00088389387,0.00030926077,0.09880013,0.00008360558,0.0000070697997,0.000012939038,0.001267424,0.00013016131,0.000009107599,0.00744285,0.89090943,0.00014415105],"about_ca_topic_score_codex":0.00045015546,"about_ca_topic_score_gemma":0.000032288754,"teacher_disagreement_score":0.9464529,"about_ca_system_score_codex":0.00021137355,"about_ca_system_score_gemma":0.00016887358,"threshold_uncertainty_score":0.99855393},"labels":[],"label_agreement":null},{"id":"W4414853152","doi":"10.1186/s12913-025-13438-6","title":"Qualitative evaluation of the perceived impacts of a task-sharing mental health intervention","year":2025,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Fondation de l'Hôpital de Montréal pour enfants; Children's Hospital Foundation; McGill University","keywords":"Mental health; Thematic analysis; CLARITY; Focus group; Public health; Health informatics; Qualitative research; Intervention (counseling)","score_opus":0.24668830611038245,"score_gpt":0.640404094940722,"score_spread":0.3937157888303396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414853152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98690087,0.004965774,0.00001578696,0.0017122567,0.0004462724,0.0031516205,0.00008226707,0.000013540549,0.0027116216],"genre_scores_gemma":[0.9983314,0.00010639425,0.00008262128,0.0003767001,0.000027329346,0.0002198394,0.00008625374,0.00001168387,0.00075774686],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9912975,0.0055620866,0.00095857785,0.0003811605,0.0011786652,0.0006219998],"domain_scores_gemma":[0.997936,0.00036399296,0.000519697,0.0005393579,0.00049323996,0.00014769424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013549123,0.00012687655,0.00035063326,0.00037904427,0.0005199804,0.000020238145,0.0005341964,0.00007561929,0.00042452055],"category_scores_gemma":[0.00003780654,0.00009392318,0.00011400263,0.0010224041,0.00011354456,0.00012998533,0.00026241204,0.00028502787,0.000025163888],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019365825,0.0031163192,0.18684734,0.027925877,0.00029753306,3.425543e-7,0.6516166,0.000013063182,0.00048251855,0.010893061,0.0013305161,0.11554027],"study_design_scores_gemma":[0.0034034152,0.0006887472,0.8377736,0.0034461417,0.000012806814,8.25062e-7,0.15062113,0.0015083663,0.00020751961,0.0021113479,0.00015866295,0.000067410634],"about_ca_topic_score_codex":0.032045234,"about_ca_topic_score_gemma":0.008307192,"teacher_disagreement_score":0.6509263,"about_ca_system_score_codex":0.00089211995,"about_ca_system_score_gemma":0.0007078874,"threshold_uncertainty_score":0.97440046},"labels":[],"label_agreement":null},{"id":"W4414912597","doi":"10.1007/s40615-025-02666-5","title":"Interventions to Improve the Mental Health of Black Youth in Western Countries: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Journal of Racial and Ethnic Health Disparities","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Mental health; Public health; Quality of Life Research; Representation (politics); Focus group; Epidemiology","score_opus":0.15393250145430104,"score_gpt":0.5296912728526613,"score_spread":0.3757587713983602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414912597","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001243017,0.98499745,0.000018343377,0.009230092,0.0015663904,0.0035846636,0.00039222848,0.000005281853,0.0000812419],"genre_scores_gemma":[0.00007035695,0.9939857,0.000015756279,0.004966287,0.00020258367,0.00011395432,0.000037560054,0.000018058354,0.0005897541],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9946754,0.0010147619,0.0032312977,0.00025501716,0.00030624066,0.00051730353],"domain_scores_gemma":[0.99659956,0.0004132491,0.0023987992,0.00024190285,0.000076511715,0.00026999012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029381032,0.0003245479,0.002852721,0.0003456718,0.00022268275,0.000031627336,0.00035615414,0.00014026472,0.00007701761],"category_scores_gemma":[0.00006652655,0.0002070698,0.0004939844,0.00041157968,0.00014724379,0.00012472409,0.00012955813,0.0006618261,0.000008106116],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044807017,0.00012760088,0.00006175874,0.52972496,0.000050157545,0.0000027470549,0.0046952274,3.126239e-8,4.81443e-10,0.00012521361,0.0018939456,0.46327353],"study_design_scores_gemma":[0.00069061294,0.0007957175,0.00025903466,0.9603522,0.00022496372,0.000021071855,0.0019453402,4.0409258e-8,1.8529287e-8,0.00003215992,0.035532877,0.00014597799],"about_ca_topic_score_codex":0.0010269544,"about_ca_topic_score_gemma":0.0031042122,"teacher_disagreement_score":0.46312755,"about_ca_system_score_codex":0.00036247057,"about_ca_system_score_gemma":0.0014029868,"threshold_uncertainty_score":0.8444061},"labels":[],"label_agreement":null},{"id":"W4415106114","doi":"10.1590/1980-265x-tce-2025-0037en","title":"FACTORS ASSOCIATED WITH READMISSIONS OF PATIENTS WITH MENTAL AND SUBSTANCE USE DISORDERS","year":2025,"lang":"en","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mood disorders; Logistic regression; Mania; Anxiety; Odds ratio; Substance use; Emergency psychiatry; Schizophrenia (object-oriented programming); Mood","score_opus":0.30647154272537264,"score_gpt":0.46340582364665706,"score_spread":0.15693428092128442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415106114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925052,0.00019630861,0.000047112575,0.00012083731,0.00016127485,0.0008986898,0.00019273603,0.00006896973,0.005808903],"genre_scores_gemma":[0.99365944,0.000010251419,0.000022596976,0.00019627802,0.0000042017514,0.00004944774,0.00030642364,0.00002517263,0.005726188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986428,0.00011101665,0.0003182042,0.00037551468,0.00020276548,0.00034970578],"domain_scores_gemma":[0.9990564,0.00023526602,0.00020236471,0.00029745925,0.00007414495,0.00013436927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007495685,0.00026933485,0.00035096714,0.000126091,0.00022019725,0.000033374803,0.00014524751,0.000090738155,0.0006001775],"category_scores_gemma":[0.00002151488,0.00017940819,0.00003868251,0.00030501717,0.00018654179,0.00027237722,0.000038203423,0.0001431899,0.0000051657526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050495734,0.0007232982,0.9841527,0.000021893047,0.0002433866,0.000003048458,0.0019304487,2.8976598e-7,0.00001427044,0.001151646,0.0015924713,0.009661614],"study_design_scores_gemma":[0.004104406,0.00035967308,0.9926629,0.00019305671,0.000089262925,1.06808386e-7,0.0007324767,0.000004025462,0.00008797942,0.000058236117,0.001520146,0.00018772294],"about_ca_topic_score_codex":0.0004977905,"about_ca_topic_score_gemma":0.0024447942,"teacher_disagreement_score":0.009473891,"about_ca_system_score_codex":0.00008417558,"about_ca_system_score_gemma":0.000028374743,"threshold_uncertainty_score":0.73160535},"labels":[],"label_agreement":null},{"id":"W4415188437","doi":"10.3390/healthcare13202592","title":"Effects of Long-Term Institutionalization on the Linguistic-Communicative Performance of Patients with Schizophrenia","year":2025,"lang":"en","type":"article","venue":"Healthcare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Institutionalisation; Cognition; Schizophrenia (object-oriented programming); Aphasia; Comprehension; Cognitive skill; Social skills; Cognitive decline","score_opus":0.020745784244203053,"score_gpt":0.3500771059953973,"score_spread":0.3293313217511943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415188437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951503,0.00082250446,0.000018068924,0.00034771636,0.00024448184,0.00087086565,0.000020218347,0.000011056699,0.0025147495],"genre_scores_gemma":[0.9992769,0.00007061213,0.000034358953,0.00032386198,0.000014801684,0.000098489465,0.00007963594,0.0000052923997,0.00009606926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927056,0.0001457179,0.00021603706,0.00011955031,0.00012946989,0.00011863864],"domain_scores_gemma":[0.99910444,0.00024035292,0.00017409904,0.00028980148,0.00016530101,0.000026029598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007302705,0.00008475822,0.0001419473,0.00006850458,0.00017782036,0.000002710336,0.00016386331,0.00004717093,0.00003495215],"category_scores_gemma":[0.00002903229,0.000052528696,0.000018912155,0.00022350339,0.00010129649,0.000023667053,0.000029436838,0.000110248155,0.00000802863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012471287,0.00041508934,0.90729994,0.0012323943,0.00004163342,9.3037437e-7,0.000866818,0.0000016583195,0.0000012296755,0.06958234,0.000029860617,0.01928101],"study_design_scores_gemma":[0.001225137,0.00047262665,0.9965228,0.0008981013,0.00001660283,9.9229524e-8,0.000024363904,0.0000057389952,0.00067765237,0.00008516497,0.000032969525,0.000038776678],"about_ca_topic_score_codex":0.00014593353,"about_ca_topic_score_gemma":0.000048182683,"teacher_disagreement_score":0.089222856,"about_ca_system_score_codex":0.000055354456,"about_ca_system_score_gemma":0.00005800425,"threshold_uncertainty_score":0.21420582},"labels":[],"label_agreement":null},{"id":"W4415223269","doi":"10.1371/journal.pmen.0000358","title":"Exploring the impact of drug decriminalization and legalization policies on mental health outcomes: A scoping review","year":2025,"lang":"en","type":"review","venue":"PLOS mental health.","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; University of British Columbia; Providence Health Care","funders":"","keywords":"Decriminalization; Mental health; Legalization; Health policy; Mental illness; Social policy; Substance use; Inclusion (mineral)","score_opus":0.3158789360799689,"score_gpt":0.5366275350988773,"score_spread":0.22074859901890836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415223269","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057052064,0.98397464,0.000003171929,0.002649887,0.00077119056,0.011091136,0.00033882738,0.00006236678,0.00053829193],"genre_scores_gemma":[0.00020909561,0.9942625,0.000020549707,0.002055511,0.000075549324,0.0013768397,0.0014144358,0.00006462868,0.0005208694],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99511045,0.001242535,0.0018722207,0.0006293035,0.00044921803,0.0006962533],"domain_scores_gemma":[0.99728954,0.0003012438,0.001530321,0.00057872315,0.000035744666,0.0002644438],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00077809516,0.00066770974,0.0026112786,0.00039482574,0.0008145596,0.000043361768,0.0003314408,0.0000846462,0.00016100451],"category_scores_gemma":[0.00003212722,0.00041844,0.00038994465,0.0006659809,0.00008744585,0.00021257682,0.00014198865,0.00030948874,0.00003333425],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035261215,0.0005801455,0.00019998143,0.38986441,0.00028241746,9.871958e-7,0.004866497,1.4452169e-7,2.1898733e-8,0.00038548137,0.0070393635,0.5967453],"study_design_scores_gemma":[0.00077498064,0.0008903568,0.00044097006,0.9797626,0.00028346927,0.000024234718,0.0007628346,0.000002654245,0.0000010477215,0.000011546305,0.01665944,0.00038586112],"about_ca_topic_score_codex":0.003907376,"about_ca_topic_score_gemma":0.0001604536,"teacher_disagreement_score":0.59635943,"about_ca_system_score_codex":0.0013988302,"about_ca_system_score_gemma":0.0006778133,"threshold_uncertainty_score":0.9998267},"labels":[],"label_agreement":null},{"id":"W4415289881","doi":"10.17615/3zfc-kt14","title":"Destigmatizing borderline personality disorder with social justice and intersectional cultural humility: How researchers can construct and deconstruct stigma","year":2025,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Intersectionality; Borderline personality disorder; Construct (python library); Stigma (botany); Meaning (existential); Social justice; Shame; Social constructionism; Interpersonal communication","score_opus":0.05663215234773221,"score_gpt":0.3679024927036579,"score_spread":0.31127034035592566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415289881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802071,0.0018226586,0.000105653,0.0078623155,0.00022426486,0.00031016686,0.00009387762,0.000060640978,0.009313339],"genre_scores_gemma":[0.99466187,0.0000132362975,0.0031525476,0.00045278057,0.00008238813,0.000040088245,0.00007449286,0.00000985087,0.0015127396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99891335,0.00015661585,0.00015314309,0.00034373795,0.00013549729,0.00029766187],"domain_scores_gemma":[0.99941015,0.00028284508,0.00006053272,0.00009188392,0.000052397812,0.0001021823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012493371,0.00017501178,0.0002132985,0.00008847501,0.0009162147,0.00026841488,0.00008333216,0.00009384697,0.0002643614],"category_scores_gemma":[0.000050311868,0.00013355023,0.000020798301,0.00019908942,0.0012956392,0.00040775654,0.000092485614,0.00023474681,0.0000010149108],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006814705,0.00006862368,0.39190912,0.00051405485,0.000250085,0.00001808347,0.006758105,1.5277908e-7,0.000014429108,0.5537837,0.0030761578,0.04292601],"study_design_scores_gemma":[0.006130834,0.00034374456,0.82021636,0.0002157865,0.0003998257,0.00014066442,0.12535222,0.000108272085,0.00014208283,0.038425546,0.007987841,0.0005368517],"about_ca_topic_score_codex":0.000833212,"about_ca_topic_score_gemma":0.0011394959,"teacher_disagreement_score":0.51535815,"about_ca_system_score_codex":0.00004268801,"about_ca_system_score_gemma":0.00011086365,"threshold_uncertainty_score":0.70468754},"labels":[],"label_agreement":null},{"id":"W4415295253","doi":"10.1002/mhw.34637","title":"In Case You Haven't Heard…","year":2025,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; China; Redux; Stigma (botany); Event (particle physics); Hull","score_opus":0.03499851776658709,"score_gpt":0.44160783360206124,"score_spread":0.40660931583547416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415295253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75319785,0.0035075874,0.000018038721,0.18485966,0.004517449,0.0018946192,0.00010278655,0.000098682714,0.051803328],"genre_scores_gemma":[0.7897128,0.00005573486,0.00014055324,0.0119891185,0.000080860154,0.00019526712,0.000057248602,0.00001727158,0.19775116],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800485,0.00021223893,0.00054115785,0.00042370838,0.00013094037,0.0006871256],"domain_scores_gemma":[0.99933183,0.000050779418,0.00009421405,0.00031846468,0.000010113814,0.00019456945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040897992,0.00018917483,0.00031108584,0.00025538172,0.00036987595,0.000020458634,0.00013582852,0.00009451453,0.0016449474],"category_scores_gemma":[0.0000031147813,0.0001833069,0.00005733936,0.00040284274,0.000049019,0.00011582711,0.0000658401,0.00023036076,0.00065165013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006594836,0.0025123907,0.055227928,0.0005794577,0.000060781,0.0032006374,0.005354895,8.370114e-7,0.000014906347,0.012459728,0.7259043,0.1940247],"study_design_scores_gemma":[0.012811547,0.0015823911,0.12080802,0.00063582824,0.000020640346,0.0016937542,0.013483374,0.00009024879,0.0001793578,0.0016610819,0.84640473,0.0006290066],"about_ca_topic_score_codex":0.013101408,"about_ca_topic_score_gemma":0.003351959,"teacher_disagreement_score":0.19339569,"about_ca_system_score_codex":0.0006050742,"about_ca_system_score_gemma":0.00008352235,"threshold_uncertainty_score":0.9992677},"labels":[],"label_agreement":null},{"id":"W4415304696","doi":"10.21203/rs.3.rs-7872114/v1","title":"Co-occurring mood, anxiety, and substance use disorders in Canada 2022: Prevalence, patterns, correlates, and changes over time","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; McMaster University","keywords":"Anxiety; Mental health; Mood disorders; Prevalence of mental disorders; Mood; Odds; Depression (economics); Substance abuse; Odds ratio","score_opus":0.0424203505381516,"score_gpt":0.3959632098978354,"score_spread":0.35354285935968377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415304696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9518349,0.034554295,0.0000032499847,0.0007487196,0.0006552069,0.0049852175,0.00438315,0.000024339843,0.0028109],"genre_scores_gemma":[0.857994,0.13236925,0.000007286862,0.00011477371,0.00008365048,0.0008289028,0.00036233323,0.000050758135,0.008189016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99215186,0.0016670118,0.0007800305,0.0020982116,0.001300192,0.0020026874],"domain_scores_gemma":[0.9962432,0.0016903374,0.00025729387,0.0010368681,0.00015448466,0.0006178093],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015214034,0.00074832595,0.0009082555,0.00078469876,0.0006629753,0.00030620417,0.00068143633,0.00058697537,0.0041871564],"category_scores_gemma":[0.00008705304,0.0007846468,0.00006918468,0.00075062417,0.00032431097,0.0002870312,0.0009017673,0.0028224627,0.000040118277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055354886,0.0002687462,0.9192739,0.011201927,0.000115650095,0.00008763198,0.0016143328,0.00000872501,0.0000043389664,0.000049462313,0.0021851116,0.0646366],"study_design_scores_gemma":[0.0027430872,0.00027324515,0.97954595,0.00984903,0.000043089054,0.000009910634,0.0016045248,0.0016302989,0.000021511842,0.0001356601,0.0034676795,0.0006760271],"about_ca_topic_score_codex":0.82106704,"about_ca_topic_score_gemma":0.98313737,"teacher_disagreement_score":0.16207032,"about_ca_system_score_codex":0.0018989858,"about_ca_system_score_gemma":0.0010126455,"threshold_uncertainty_score":0.99947804},"labels":[],"label_agreement":null},{"id":"W4415364194","doi":"10.1503/cmaj.250237","title":"Recommendation on screening adults for depression using a screening tool","year":2025,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Public Health Agency of Canada; University of Calgary; Dalhousie University; Alberta Health Services","funders":"Agency for Healthcare Research and Quality; Ministry of Health, British Columbia; Dalhousie University; Mental Health Commission; University of Alberta; U.S. Department of Health and Human Services; University of Ottawa; Public Health Agency of Canada; McGill University; Jewish General Hospital; Public Health Agency; McMaster University","keywords":"Depression (economics); Ask price; MEDLINE; Primary care; Health screening; Medical screening","score_opus":0.085253451037612,"score_gpt":0.4339896088449468,"score_spread":0.3487361578073348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415364194","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010143084,0.97451615,0.007037655,0.002396315,0.0074329274,0.0025934195,0.0006013487,0.00005189966,0.0052688406],"genre_scores_gemma":[0.00007352677,0.98249006,0.0021226692,0.0056368927,0.0056784237,0.00034158482,0.0011993821,0.00009056314,0.002366867],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965662,0.00060384296,0.001045773,0.00040053765,0.000641376,0.00074232125],"domain_scores_gemma":[0.9965269,0.0012169371,0.0010181854,0.00014695198,0.00018559324,0.00090541696],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020375412,0.0003262493,0.0008904875,0.0006342395,0.00094299176,0.00013563914,0.00031908872,0.0011311175,0.00613675],"category_scores_gemma":[0.001021524,0.0002812386,0.00041276208,0.00034291696,0.00001160248,0.00012408245,0.00002462264,0.0013129063,0.00006383688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000274096,0.000028516582,0.0002748954,0.0008463911,0.00021270213,0.000044177046,0.000045682344,3.7783963e-7,1.2260192e-9,0.000037370486,0.027140867,0.9713416],"study_design_scores_gemma":[0.0012809185,0.00006282366,0.00011766628,0.023248399,0.00029351687,0.000088389505,0.00008797094,0.00014536496,4.1254395e-8,0.000013145534,0.9744273,0.0002344893],"about_ca_topic_score_codex":0.0016977797,"about_ca_topic_score_gemma":0.0025174231,"teacher_disagreement_score":0.9711071,"about_ca_system_score_codex":0.0018542061,"about_ca_system_score_gemma":0.0015167119,"threshold_uncertainty_score":0.999964},"labels":[],"label_agreement":null},{"id":"W4415457609","doi":"10.3389/fpsyt.2025.1698878","title":"Diagnosing the context is as important as diagnosing the individual","year":2025,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychosocial; Reductionism; Context (archaeology); Affect (linguistics); Mental illness; Focus (optics); Social environment","score_opus":0.016262571994943447,"score_gpt":0.3450694135766177,"score_spread":0.3288068415816742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415457609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81799775,0.05050223,0.00009254129,0.04637339,0.05355009,0.0013445454,0.000035530258,0.000065105254,0.030038837],"genre_scores_gemma":[0.9600751,0.00052864495,0.00037577777,0.03538601,0.0003984984,0.00042139587,0.000021451007,0.00003057041,0.002762561],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978146,0.0002584599,0.00060792017,0.00047257976,0.00026318058,0.0005832598],"domain_scores_gemma":[0.9987292,0.00029496383,0.0002210477,0.00066152134,0.0000190312,0.00007420109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059761375,0.00027167617,0.00030595204,0.00018180638,0.00070252543,0.000132123,0.00073242595,0.00018198196,0.0006466241],"category_scores_gemma":[0.000040003695,0.00016749662,0.00013994388,0.00057763344,0.00021187373,0.00012076129,0.000113109105,0.00052118447,0.00014081129],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007657558,0.00020438968,0.5319065,0.000016443448,0.00012670587,0.000011543109,0.0027862415,2.195629e-7,1.3712345e-7,0.008256708,0.41145772,0.045156837],"study_design_scores_gemma":[0.0041427147,0.0002801466,0.7217145,0.0006315941,0.00029981142,0.000031542964,0.058488935,0.00003203021,0.00009825202,0.078401275,0.13537633,0.0005028701],"about_ca_topic_score_codex":0.0010183153,"about_ca_topic_score_gemma":0.00031735466,"teacher_disagreement_score":0.27608138,"about_ca_system_score_codex":0.000107000014,"about_ca_system_score_gemma":0.00013101505,"threshold_uncertainty_score":0.708008},"labels":[],"label_agreement":null},{"id":"W4415605128","doi":"10.1192/bji.2025.10067","title":"Revolutionising mental health in Africa: bridging gaps and breaking down barriers","year":2025,"lang":"en","type":"article","venue":"BJPsych International","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Sainte-Anne","funders":"","keywords":"Mental health; Mental health literacy; Bridging (networking); Economic shortage; Mental healthcare; Population; Health care; Population ageing; Primary care","score_opus":0.02314545818980872,"score_gpt":0.3838225607828045,"score_spread":0.3606771025929958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415605128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6765589,0.0074586263,0.0011284546,0.06473548,0.008539569,0.0010839881,0.00012534333,0.000116069925,0.24025357],"genre_scores_gemma":[0.9931677,0.0000987596,0.00043568166,0.0014930435,0.00010863799,0.000046981826,0.00005316726,0.000007962601,0.004588061],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99889964,0.000067026835,0.0003131008,0.00030203426,0.00012875094,0.00028947383],"domain_scores_gemma":[0.99966127,0.000036271253,0.00009200336,0.000107491076,0.000018588158,0.00008436886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029254737,0.00010795224,0.00013484152,0.00027157748,0.00024112877,0.00005217135,0.00013826447,0.000045479897,0.0006279651],"category_scores_gemma":[0.0000132906935,0.000112471964,0.000029498993,0.0001811282,0.000045466917,0.00012920398,0.000056086134,0.00012595401,0.0000261017],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045342292,0.0004040956,0.34271377,0.00009361809,0.00021981208,0.000025310508,0.00624282,0.0000073115216,0.00011390031,0.1474712,0.11164089,0.39061385],"study_design_scores_gemma":[0.0069174226,0.00012971298,0.72593504,0.0012143197,0.000013344984,0.00008780212,0.0028326476,0.0014271963,0.00005410092,0.007177773,0.25380987,0.0004007757],"about_ca_topic_score_codex":0.0007605438,"about_ca_topic_score_gemma":0.00019714581,"teacher_disagreement_score":0.39021307,"about_ca_system_score_codex":0.0003635943,"about_ca_system_score_gemma":0.000056477857,"threshold_uncertainty_score":0.6875778},"labels":[],"label_agreement":null},{"id":"W4415762907","doi":"10.1002/mpr.70040","title":"interRAI Quality of Life for Mental Health and Addictions: Psychometric Properties and Differences Across Age, Gender, and Service Settings in Brazil","year":2025,"lang":"en","type":"article","venue":"International Journal of Methods in Psychiatric Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychosocial; Quality of life (healthcare); Mental health; Psychometrics; Service (business); Minimum Data Set; Mental health service; Quality (philosophy)","score_opus":0.41004768209490977,"score_gpt":0.6465679195963855,"score_spread":0.23652023750147572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415762907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95324004,0.033034146,0.0010537577,0.010302595,0.0012948398,0.0005818862,0.000041700325,0.0000034686252,0.00044757908],"genre_scores_gemma":[0.9664156,0.005566888,0.02673153,0.000938632,0.00010751744,0.00006390157,0.000004589535,0.000009368905,0.00016201401],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99642915,0.0014150481,0.0011774574,0.00027669192,0.00040380264,0.00029783696],"domain_scores_gemma":[0.99776906,0.0012575855,0.00041947162,0.0000987149,0.00031955968,0.00013561627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008182095,0.000119608885,0.0004155628,0.0016902215,0.00014153964,0.00007876932,0.00034216468,0.00009215379,0.000021985676],"category_scores_gemma":[0.00068825384,0.00009394866,0.00004672769,0.0010105278,0.00016056265,0.00015200366,0.00015607158,0.0004627608,2.3287423e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039221295,0.00075302046,0.6025873,0.000956778,0.00025565032,0.0000018588,0.01415395,4.524339e-7,0.000113715825,0.002794255,0.0021490057,0.37231192],"study_design_scores_gemma":[0.006905476,0.0006515488,0.95619994,0.00051721197,0.0000065911026,0.000031358697,0.022654636,0.00013475743,0.00002743892,0.011910844,0.0008524737,0.00010773569],"about_ca_topic_score_codex":0.0009691291,"about_ca_topic_score_gemma":0.0002702321,"teacher_disagreement_score":0.37220418,"about_ca_system_score_codex":0.00012718438,"about_ca_system_score_gemma":0.00014853092,"threshold_uncertainty_score":0.38311154},"labels":[],"label_agreement":null},{"id":"W4415788988","doi":"10.1186/s12889-025-24619-7","title":"A scoping review to identify opportunities and challenges for communities of South Asian origin in accessing mental health services and support in high-income countries","year":2025,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Biostatistics; South asia; Public health; Service delivery framework; Mental health service; Health services research; Inequality; Health policy","score_opus":0.3387272627696905,"score_gpt":0.5200212595757676,"score_spread":0.1812939968060771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415788988","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043581065,0.9784736,0.000006397794,0.010555276,0.00045565766,0.008944863,0.00081603584,0.000039791084,0.00027255373],"genre_scores_gemma":[0.00057266164,0.99392086,0.00030262192,0.0022632214,0.00005556802,0.0018717743,0.00081610377,0.00004978207,0.00014742104],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.994039,0.0016766902,0.0024229728,0.0005897661,0.00027702877,0.0009945156],"domain_scores_gemma":[0.9969982,0.0006563938,0.0013194869,0.0005274346,0.00006332506,0.00043516728],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0045568934,0.00055921293,0.0036795505,0.0013498354,0.0003617053,0.00015914766,0.00049460074,0.00022543209,0.00008204136],"category_scores_gemma":[0.000022291795,0.00050423277,0.00010967628,0.0004884695,0.00012559345,0.00041658,0.0003234507,0.00032034647,0.0000028625846],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013079192,0.00006756825,0.0013708662,0.585951,0.000025700683,0.000001965001,0.006099195,3.4981305e-9,1.4208333e-10,0.0017987207,0.000047039342,0.4046249],"study_design_scores_gemma":[0.001184747,0.00038838462,0.0037434332,0.7606379,0.000046850226,0.000020914142,0.013917292,5.1345694e-7,6.669968e-9,0.000035674948,0.21966587,0.0003584506],"about_ca_topic_score_codex":0.0040089297,"about_ca_topic_score_gemma":0.02617249,"teacher_disagreement_score":0.40426645,"about_ca_system_score_codex":0.00054752675,"about_ca_system_score_gemma":0.00315816,"threshold_uncertainty_score":0.99974096},"labels":[],"label_agreement":null},{"id":"W4415907931","doi":"10.5539/gjhs.v17n6p44","title":"Coping Mechanisms of Youth of African Descent Accessing Mental Health and Substance Use Care","year":2025,"lang":"","type":"article","venue":"Global Journal of Health Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Coping (psychology); Psychological intervention; African descent; Focus group; Psychological resilience; Stigma (botany); Ethnic group; Substance use","score_opus":0.0699979575062276,"score_gpt":0.42004606265384864,"score_spread":0.350048105147621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415907931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9226028,0.06659041,0.0020988411,0.0032619867,0.0036969702,0.0010327433,0.00029238808,0.0000073714464,0.0004165004],"genre_scores_gemma":[0.9911678,0.003958187,0.003435271,0.0013792575,0.000031773576,0.0000017894378,0.0000048079287,0.000008817036,0.000012314203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99368304,0.00042263747,0.0029002894,0.0005828938,0.0012058938,0.0012052286],"domain_scores_gemma":[0.99351,0.000078119316,0.004578084,0.0003838381,0.0005894638,0.00086045824],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027295416,0.00034839692,0.0012896449,0.00050353457,0.0012589185,0.00013952678,0.0009625859,0.00010098481,0.00001960296],"category_scores_gemma":[0.00004829301,0.00031077836,0.00014483205,0.002313437,0.001109485,0.0008084137,0.0002145871,0.00034219693,7.096479e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003119197,0.001929046,0.5248725,0.008895285,0.00020317927,0.00003598072,0.04995392,0.000030119218,0.0005488148,0.021469392,0.0006241501,0.38831842],"study_design_scores_gemma":[0.018167958,0.014332488,0.5933262,0.044326045,0.00027436976,0.000635036,0.31743115,0.00022582062,0.0060285213,0.0036638784,0.00046835325,0.0011202013],"about_ca_topic_score_codex":0.0023727457,"about_ca_topic_score_gemma":0.0002181754,"teacher_disagreement_score":0.3871982,"about_ca_system_score_codex":0.0022961332,"about_ca_system_score_gemma":0.004890582,"threshold_uncertainty_score":0.99993443},"labels":[],"label_agreement":null},{"id":"W4415934920","doi":"10.1371/journal.pone.0335963","title":"Barriers and enablers to help-seeking for common mental disorders among young people in low-income settings: Perspectives from Zimbabwe","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Institute for Health and Care Research","keywords":"Mental health; Young adult; Quality (philosophy); Mental healthcare; MEDLINE; Key (lock)","score_opus":0.014907274933535821,"score_gpt":0.299150915840916,"score_spread":0.2842436409073802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415934920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912443,0.00071553263,0.00002999687,0.0022576104,0.00020860154,0.0017782508,0.00011025506,0.000057484966,0.0035979275],"genre_scores_gemma":[0.9974072,0.000053324868,0.0003955446,0.00036802134,0.000047934915,0.0006057762,0.00005728004,0.00002341016,0.0010415043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986321,0.00008099936,0.00026356606,0.00047156797,0.0001391092,0.00041267287],"domain_scores_gemma":[0.9993215,0.00021856498,0.00006973538,0.00019873508,0.000016798333,0.00017466334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016720101,0.00018411693,0.00033932005,0.00021745739,0.00028855263,0.0000519114,0.00015590902,0.00008903809,0.00023306925],"category_scores_gemma":[0.000048889193,0.00019299894,0.000042239124,0.00026885644,0.00005684716,0.00014050388,0.00008928972,0.00013506316,0.000011257373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035071684,0.0006212844,0.9658775,0.00019431929,0.0002223071,0.000002474636,0.030873178,0.0000013603067,0.00042206427,0.0002619871,0.00027289332,0.0008999691],"study_design_scores_gemma":[0.0043726116,0.00027930186,0.90423965,0.0010233558,0.00012800432,2.9204455e-7,0.086876094,0.00048822412,0.00092512876,0.0012626448,0.00006507857,0.00033963428],"about_ca_topic_score_codex":0.006109537,"about_ca_topic_score_gemma":0.014405162,"teacher_disagreement_score":0.06163782,"about_ca_system_score_codex":0.00026924314,"about_ca_system_score_gemma":0.00001776161,"threshold_uncertainty_score":0.9235833},"labels":[],"label_agreement":null},{"id":"W4416002747","doi":"10.5465/amproc.2025.24794abstract","title":"Suspending Stigma: Bounded Destigmatization in Liminal Contexts","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Liminality; Normative; Stigma (botany); Construct (python library); Habitus; Scholarship; Social constructionism; Social identity theory; Salience (neuroscience)","score_opus":0.03192735501031128,"score_gpt":0.37624542573984854,"score_spread":0.34431807072953724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416002747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8434076,0.0005053231,0.00009200335,0.0022122043,0.000184575,0.0009761016,0.0000012574467,0.00005846052,0.15256251],"genre_scores_gemma":[0.9893383,0.00010454151,0.00054207875,0.00060316693,0.000027587266,0.00016849712,0.0000059260333,0.000011425284,0.009198524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986263,0.000015210943,0.0004830785,0.00034747654,0.00018793836,0.0003399809],"domain_scores_gemma":[0.999647,0.000046253463,0.0001930431,0.000049813985,0.00001898489,0.00004488609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041276484,0.00015910891,0.00023217422,0.00052753673,0.00012424792,0.000034214096,0.00028745065,0.00011978291,0.00025356867],"category_scores_gemma":[0.00001331546,0.00016133151,0.00003638498,0.000633009,0.000065396656,0.00029712287,0.00011839884,0.0001708207,0.00004284896],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021300516,0.0002642385,0.088930495,0.00089435326,0.000103638566,0.0000051675097,0.00077653443,8.6591064e-7,0.00008330923,0.80021834,0.008244262,0.1002658],"study_design_scores_gemma":[0.004021524,0.00010160502,0.9489488,0.0011102402,0.00014063243,0.0000027190376,0.0029427784,0.00010005292,0.0022891911,0.02857851,0.011495331,0.00026859783],"about_ca_topic_score_codex":0.000039667142,"about_ca_topic_score_gemma":0.0000029565533,"teacher_disagreement_score":0.8600183,"about_ca_system_score_codex":0.00012345234,"about_ca_system_score_gemma":0.000004195784,"threshold_uncertainty_score":0.6578908},"labels":[],"label_agreement":null},{"id":"W4416015509","doi":"10.2196/69305","title":"Understanding the Differences Between Online and Offline Mental Health Help Seekers: Cross-Sectional Comparative Study","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Online and offline; Key (lock); Modality (human–computer interaction); mHealth; Public health","score_opus":0.36799751789915097,"score_gpt":0.5173523690310928,"score_spread":0.14935485113194186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416015509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962153,0.00016530404,0.000029764095,0.0003928079,0.00045359434,0.0014891815,0.00021270572,0.000053786876,0.0009875706],"genre_scores_gemma":[0.9972541,0.000003654172,0.000003130821,0.00014867463,0.000111412424,0.000059669597,0.00027142052,0.000007993249,0.0021399744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984992,0.00022272504,0.00039160738,0.00036201716,0.00022211572,0.00030229372],"domain_scores_gemma":[0.9993457,0.0002103607,0.00015957975,0.00017360189,0.000017717697,0.00009300702],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002004758,0.00020519018,0.00031687669,0.00014062085,0.001458784,0.00012719826,0.00018847379,0.000059760638,0.0003710456],"category_scores_gemma":[0.000001750728,0.00013242448,0.00004666805,0.00019001006,0.00020119874,0.000100443365,0.000088494,0.00023762451,0.000008790536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048288348,0.00066189555,0.98372144,0.00001958445,0.00018473751,7.786552e-7,0.01280729,1.705963e-7,0.0000028957436,0.0016335733,0.00077199185,0.00014734938],"study_design_scores_gemma":[0.0014276807,0.00059609854,0.9612682,0.000025077774,0.0000115763505,4.3361973e-7,0.03587036,0.0000037293205,0.0000045435745,0.00057103264,0.00012368005,0.00009758251],"about_ca_topic_score_codex":0.00057487714,"about_ca_topic_score_gemma":0.0010458464,"teacher_disagreement_score":0.023063067,"about_ca_system_score_codex":0.00030955276,"about_ca_system_score_gemma":0.000023949304,"threshold_uncertainty_score":0.99984115},"labels":[],"label_agreement":null},{"id":"W4416357606","doi":"10.7202/1121404ar","title":"Premier colloque de la communauté de pratiques internationale santé mentale et travail (CoP-SMT)","year":2025,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Context (archaeology); Mental illness; Cultural environment","score_opus":0.018734911311208254,"score_gpt":0.387257365433619,"score_spread":0.36852245412241075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416357606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75281966,0.016713895,0.00023674637,0.004435009,0.0014110558,0.001298261,0.00033812108,0.000120026656,0.22262725],"genre_scores_gemma":[0.873748,0.0015989781,0.00081621937,0.0061567435,0.00025457857,0.00057079905,0.00026121442,0.00006996594,0.11652348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944222,0.0026075898,0.00087850017,0.0006798478,0.00034349857,0.0010683645],"domain_scores_gemma":[0.9970634,0.0015972196,0.00033558835,0.0006488112,0.000053901316,0.00030106635],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001617574,0.00057834183,0.0005826868,0.00024864243,0.000686149,0.00018459055,0.00077026273,0.0004884266,0.006276815],"category_scores_gemma":[0.000079892845,0.00062009884,0.00024718198,0.00034130225,0.00071810593,0.00039872364,0.0003184113,0.00072948943,0.0004781197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011401875,0.009599941,0.43324864,0.001136487,0.0017365833,0.00035038101,0.09726442,0.00001646328,0.004187352,0.026019938,0.12688915,0.29841045],"study_design_scores_gemma":[0.010894906,0.0009471654,0.5122195,0.0030065656,0.000577192,0.00032031423,0.025906859,0.0004766035,0.029398052,0.002304377,0.41284698,0.0011014739],"about_ca_topic_score_codex":0.2962171,"about_ca_topic_score_gemma":0.2296887,"teacher_disagreement_score":0.29730898,"about_ca_system_score_codex":0.008366757,"about_ca_system_score_gemma":0.0024564872,"threshold_uncertainty_score":0.999625},"labels":[],"label_agreement":null},{"id":"W4416430219","doi":"10.1371/journal.pmen.0000485","title":"Predicting depression among men who have sex with men in Ghana using machine learning algorithms","year":2025,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Fogarty International Center","keywords":"Psychosocial; Psychological intervention; Random forest; Men who have sex with men; Social support; Depression (economics); Mental health","score_opus":0.03055020067815821,"score_gpt":0.3611009828916649,"score_spread":0.3305507822135067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416430219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9448345,0.0018944914,0.00008481343,0.00052652607,0.0001287615,0.0017615014,0.00003345998,0.00012356615,0.05061241],"genre_scores_gemma":[0.9834111,0.000053398562,0.00058543467,0.00038004064,0.00008807211,0.00018284639,0.00015712675,0.000050538067,0.015091464],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971709,0.0004044829,0.00061380933,0.00065191305,0.00034067756,0.0008181903],"domain_scores_gemma":[0.9990966,0.00009978231,0.00028608242,0.00026994842,0.000019596315,0.00022801891],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044410562,0.00031019424,0.00048511758,0.0003044812,0.0007535199,0.000042540265,0.0002006334,0.0001330201,0.00023292241],"category_scores_gemma":[0.00000696826,0.00026298832,0.000037236918,0.00035114682,0.0000696984,0.00023671314,0.00014558819,0.0005337719,0.000015943362],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033110467,0.0005181484,0.9629363,0.0002869343,0.00009280834,0.000036679125,0.0053238766,0.00002586273,0.000042986656,0.000022754277,0.00036162778,0.030020948],"study_design_scores_gemma":[0.012955699,0.0014195903,0.3908133,0.004772005,0.00010854452,0.00004446252,0.03814262,0.54632825,0.004154907,0.00006667738,0.0003893034,0.0008046518],"about_ca_topic_score_codex":0.028156618,"about_ca_topic_score_gemma":0.002029108,"teacher_disagreement_score":0.572123,"about_ca_system_score_codex":0.00077438354,"about_ca_system_score_gemma":0.00007007531,"threshold_uncertainty_score":0.99998224},"labels":[],"label_agreement":null},{"id":"W4416573050","doi":"10.1111/eip.70108","title":"Barriers and Opportunities for Collaboration With Primary Care: Perspectives of Early Psychosis Intervention Programs in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Regional Municipality of Niagara; University of Ottawa; NOSM University; McGill University; Douglas Mental Health University Institute; McMaster University; Western University","funders":"Canadian Institutes of Health Research; Canadian Mental Health Association; McMaster University","keywords":"Early psychosis; Primary care; Intervention (counseling); Psychosis; Patient care","score_opus":0.023754906762096406,"score_gpt":0.3173093261486889,"score_spread":0.2935544193865925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416573050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904895,0.0027392567,0.00013647882,0.00067110464,0.0017314898,0.0013454711,0.00003508618,0.000015812555,0.002835824],"genre_scores_gemma":[0.9959772,0.00001319388,0.00033464693,0.000075304335,0.000018283687,0.0007919528,0.00009598257,0.000013756974,0.0026796493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985992,0.0001337366,0.00057220645,0.0003383854,0.00013490245,0.00022160626],"domain_scores_gemma":[0.99938816,0.000025395471,0.00023759331,0.0001712247,0.00011633159,0.00006129044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002145344,0.00016451043,0.0002554493,0.0003238501,0.00007299119,0.000047278358,0.00011606963,0.000095269104,0.00015183861],"category_scores_gemma":[0.0000039633223,0.00016170279,0.000079326295,0.0002773607,0.000072120754,0.00023600884,0.000019843663,0.0001585068,3.4491876e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014851458,0.00044279796,0.952562,0.0006503324,0.00011215993,0.0000029944035,0.0103949,7.797544e-7,0.0000010178338,0.0065951566,0.00075411913,0.026998604],"study_design_scores_gemma":[0.0047425567,0.0014084999,0.89776176,0.0015814551,0.000041061336,0.0000010364776,0.09332225,0.0000018217713,0.0000079008705,0.0005713081,0.00042341958,0.0001369234],"about_ca_topic_score_codex":0.8531962,"about_ca_topic_score_gemma":0.9922523,"teacher_disagreement_score":0.13905609,"about_ca_system_score_codex":0.0006718503,"about_ca_system_score_gemma":0.00029840396,"threshold_uncertainty_score":0.6594048},"labels":[],"label_agreement":null},{"id":"W4416587807","doi":"10.1177/13634615251379440","title":"Antiracist mental healthcare training and development of multicultural awareness, knowledge and skills among school mental health providers in Canada","year":2025,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Multiculturalism; Cultural competence; Health care; Ethnic group; Indigenous; Equity (law)","score_opus":0.02400175294779501,"score_gpt":0.34885643691870616,"score_spread":0.32485468397091116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416587807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98026603,0.010489989,0.0000028746936,0.005765694,0.0016103362,0.0013769872,0.000085654865,0.000026842452,0.00037558484],"genre_scores_gemma":[0.9978108,0.00013568094,0.0008735167,0.0005071613,0.000030691008,0.00008872036,0.00017218909,0.000013934966,0.00036734206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978592,0.00013777059,0.0007795104,0.0005058006,0.00017049306,0.0005472355],"domain_scores_gemma":[0.9993861,0.00002566467,0.00016013811,0.00013131242,0.000029723478,0.0002671057],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016573757,0.00031603387,0.00050334464,0.000109671804,0.00047438784,0.000029004092,0.0001375005,0.000090774214,0.00005168614],"category_scores_gemma":[0.0000026030461,0.00024779435,0.000041179308,0.00024855018,0.00011313861,0.00022016349,0.000028024348,0.0002446146,0.0000020256427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015894778,0.00033808968,0.87865674,0.0010424143,0.00011438308,0.0000023766959,0.06496124,4.9507264e-7,0.00004306958,0.00019462244,0.0021769772,0.05231064],"study_design_scores_gemma":[0.0039774603,0.000090710404,0.9325918,0.00074063777,0.000013017162,0.000011730101,0.06155093,0.000016149186,0.000059483973,0.000018894212,0.000674117,0.0002550584],"about_ca_topic_score_codex":0.50304633,"about_ca_topic_score_gemma":0.9588269,"teacher_disagreement_score":0.45578054,"about_ca_system_score_codex":0.000555784,"about_ca_system_score_gemma":0.0013375755,"threshold_uncertainty_score":0.99999744},"labels":[],"label_agreement":null},{"id":"W4416751888","doi":"","title":"Methodological considerations for assessing the effectiveness of peer-to-peer mental health support interventions among post-secondary students: a rapid review protocol","year":2025,"lang":"en","type":"review","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Protocol (science); Mental health; Psychological intervention; Intervention (counseling); MEDLINE","score_opus":0.1844818793559153,"score_gpt":0.5235785912799915,"score_spread":0.3390967119240762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416751888","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029559711,0.7433145,0.012743043,0.013467763,0.00061396253,0.21494491,0.0012810096,0.00013394748,0.0134713],"genre_scores_gemma":[0.0002285731,0.48750186,0.02830122,0.0017565113,0.000048899972,0.45162514,0.006061132,0.00013124158,0.024345433],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.95231,0.044041764,0.0017689372,0.0008282527,0.0005835529,0.00046749142],"domain_scores_gemma":[0.9755616,0.01894018,0.001429257,0.0015078444,0.0023530845,0.00020802268],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04160537,0.00047707863,0.0018447144,0.00028907292,0.0009604077,0.00025904324,0.0011564763,0.00023460168,0.0014820166],"category_scores_gemma":[0.0063533834,0.00034517108,0.0010507186,0.00065375195,0.0002525091,0.00017246995,0.0005804986,0.0005601426,0.000029793535],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034810455,0.0020392204,0.00020645253,0.12857844,0.0004901689,0.000002896241,0.0013726478,6.5166745e-8,0.0000014418508,0.01241751,0.01792997,0.8369264],"study_design_scores_gemma":[0.0015329133,0.000019000512,0.0029558411,0.22016007,0.0006106835,0.00003293634,0.00021339626,0.0000025752079,0.000044433255,0.0004903943,0.7735181,0.0004196862],"about_ca_topic_score_codex":0.00041468258,"about_ca_topic_score_gemma":0.00030256927,"teacher_disagreement_score":0.83650666,"about_ca_system_score_codex":0.00028538328,"about_ca_system_score_gemma":0.0007874782,"threshold_uncertainty_score":0.99990004},"labels":[],"label_agreement":null},{"id":"W4416782442","doi":"10.1080/09540261.2025.2564155","title":"Early intervention for psychiatry itself: the invisible hands for future psychiatry","year":2025,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Intervention (counseling); Stigma (botany); Mental illness; Mental health; Disconnection; Narrative; Seclusion; Military psychiatry; Mental healthcare","score_opus":0.017381647457171683,"score_gpt":0.41009823836458376,"score_spread":0.39271659090741207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416782442","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06072412,0.4435701,0.009019211,0.3110613,0.13288164,0.008280507,0.00070519105,0.00014162163,0.033616304],"genre_scores_gemma":[0.5845216,0.053831235,0.09125569,0.13571057,0.031612236,0.023341306,0.0037659933,0.00045644454,0.075504944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976882,0.00010026342,0.0011239874,0.00047907364,0.00028070118,0.0003278192],"domain_scores_gemma":[0.99832314,0.00014835573,0.000635604,0.00053671334,0.00029134005,0.000064862186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077609776,0.00028394154,0.00042605118,0.00020484604,0.0002558656,0.000045547506,0.00089753687,0.00015994675,0.0007208358],"category_scores_gemma":[0.000044224966,0.00020610106,0.00075249316,0.00034368382,0.0000637317,0.00015935182,0.000063719825,0.0002041346,0.000045704983],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004433525,0.0008015951,0.054506525,0.0071324487,0.0005149221,8.436423e-8,0.00005627127,2.2653833e-7,8.149171e-7,0.5435027,0.3445593,0.04848173],"study_design_scores_gemma":[0.013140109,0.0015677499,0.19050448,0.032047763,0.0010051535,0.000017078886,0.0013378887,0.000063572545,0.000024917983,0.22644572,0.53320235,0.0006432358],"about_ca_topic_score_codex":0.00006328468,"about_ca_topic_score_gemma":0.00021978903,"teacher_disagreement_score":0.52379745,"about_ca_system_score_codex":0.00006395558,"about_ca_system_score_gemma":0.00015143993,"threshold_uncertainty_score":0.8404558},"labels":[],"label_agreement":null},{"id":"W4416783555","doi":"10.1017/gmh.2025.10093","title":"Global mental health and psychosocial support programming: An expert review of major implementation and funding challenges","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"School of Medicine, New York University; York University","keywords":"Mental health; Psychosocial; Workforce; Workforce development; Global mental health; Focus group; Capacity building; Context (archaeology)","score_opus":0.05277960345260734,"score_gpt":0.47577430811443605,"score_spread":0.4229947046618287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416783555","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30452862,0.60041815,0.0001553352,0.07101817,0.0040765246,0.00938766,0.0020168812,0.00022773199,0.008170898],"genre_scores_gemma":[0.7513012,0.2135232,0.0034545322,0.027464991,0.00033649293,0.00065465434,0.0028468939,0.000053018673,0.00036496026],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961691,0.0004479176,0.0011299431,0.0008699509,0.00040008128,0.000983043],"domain_scores_gemma":[0.9982415,0.000021478427,0.00059493916,0.00033968393,0.000046094836,0.0007563359],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009371421,0.0004147406,0.000796498,0.000085074455,0.00067168876,0.000047420646,0.00022527673,0.00011848665,0.00010265925],"category_scores_gemma":[0.000005929048,0.00041236586,0.00009187997,0.00039909952,0.00018008468,0.00028702678,0.00017514723,0.0001251645,0.000008392726],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035828794,0.0007693431,0.024665164,0.005765573,0.00012391206,0.000004606014,0.002343187,2.088861e-9,0.0000026381942,0.026873045,0.051193576,0.88790065],"study_design_scores_gemma":[0.028947495,0.019024463,0.48264995,0.016996868,0.0002004998,0.0006384405,0.10428721,0.000016262604,0.000073827265,0.0011017398,0.34397757,0.0020856648],"about_ca_topic_score_codex":0.002885879,"about_ca_topic_score_gemma":0.000569961,"teacher_disagreement_score":0.885815,"about_ca_system_score_codex":0.0013504695,"about_ca_system_score_gemma":0.00035686287,"threshold_uncertainty_score":0.9998328},"labels":[],"label_agreement":null},{"id":"W4416794032","doi":"10.2196/preprints.88586","title":"Mental Health Promotion among Black, Caribbean and African immigrants in Canada: a scoping review protocol (Preprint)","year":2025,"lang":"","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Mental health; Thematic analysis; Grey literature; Immigration; Health promotion; Promotion (chess); Mental illness; Public health","score_opus":0.030044064288160144,"score_gpt":0.39606706416120474,"score_spread":0.3660229998730446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416794032","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14882933,0.0066209,0.000016837772,0.027632466,0.0005856791,0.79016894,0.000063047766,0.000047662197,0.026035137],"genre_scores_gemma":[0.80228007,0.0023996627,0.000043750206,0.0026986918,0.000030614676,0.19047327,0.000037244066,0.000026199143,0.0020104686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949339,0.00085399405,0.0017762932,0.0011010375,0.00032788012,0.0010068899],"domain_scores_gemma":[0.99843216,0.00007969874,0.0005470806,0.00053772616,0.00003819631,0.00036514062],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010901203,0.0004707454,0.0010797235,0.00022798356,0.0003901347,0.000055282606,0.00026886712,0.00011143381,0.0015983265],"category_scores_gemma":[0.000023396899,0.00043882494,0.0000700725,0.0007905166,0.0001434734,0.0001725453,0.00023143349,0.00039748906,0.000019720765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004349709,0.0019052515,0.61323404,0.1500398,0.00015887649,0.00006012831,0.0029539529,0.0000010756902,0.0000036249821,0.00069272204,0.01300156,0.217514],"study_design_scores_gemma":[0.010964727,0.0011706053,0.5887282,0.38993675,0.00007467154,0.000016209538,0.005652763,0.00046692425,0.00016278254,0.00011741803,0.0018349336,0.0008740503],"about_ca_topic_score_codex":0.9813195,"about_ca_topic_score_gemma":0.9958997,"teacher_disagreement_score":0.6534508,"about_ca_system_score_codex":0.0031181641,"about_ca_system_score_gemma":0.0034823944,"threshold_uncertainty_score":0.99980634},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"protocol","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"split"},{"id":"W4416836832","doi":"10.1080/13696998.2025.2587412","title":"Economic impact of using cariprazine as the first versus subsequent adjunctive therapy for Medicaid beneficiaries with major depressive disorder","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Economics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicaid; Major depressive disorder; Economic impact analysis; Depression (economics); Economic analysis; Cohort study","score_opus":0.030970692370175607,"score_gpt":0.38633706116779126,"score_spread":0.35536636879761563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416836832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883866,0.0030030147,0.00026349755,0.0056936387,0.0015824204,0.0004438386,0.000047635418,0.000003546221,0.00057582423],"genre_scores_gemma":[0.99809295,0.0009798261,0.00008543233,0.00045002546,0.00030677204,0.000027476013,0.000008384362,0.000016961241,0.000032164528],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987116,0.000050113347,0.0006777905,0.00016538103,0.0001402449,0.00025489886],"domain_scores_gemma":[0.99799913,0.00082620047,0.0007499291,0.00019859745,0.000073378855,0.0001527684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005871831,0.00017217401,0.00048312434,0.00011300568,0.00018152576,0.000026837044,0.0004349299,0.00016338866,0.0008533734],"category_scores_gemma":[0.0000668824,0.00009533165,0.00022922657,0.000055969114,0.00020354294,0.00012741743,0.000041621468,0.00025750374,0.0000032634498],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.13390994,0.0032632616,0.30642164,0.00035387458,0.027144847,0.00017850615,0.009114476,0.020230392,0.000013299362,0.07976499,0.012591117,0.40701365],"study_design_scores_gemma":[0.3723742,0.039307028,0.40258247,0.0030492318,0.004815091,0.0011941646,0.019550644,0.037351236,0.0016969839,0.029851722,0.085782036,0.0024451786],"about_ca_topic_score_codex":0.0018424608,"about_ca_topic_score_gemma":0.002160431,"teacher_disagreement_score":0.4045685,"about_ca_system_score_codex":0.00054898555,"about_ca_system_score_gemma":0.0009709355,"threshold_uncertainty_score":0.93438405},"labels":[],"label_agreement":null},{"id":"W4416889369","doi":"10.1016/j.apnu.2025.152026","title":"Effects of negative psychosocial experiences and sociodemographic factors on mental health literacy: A community-based inquiry among Black Canadians","year":2025,"lang":"en","type":"article","venue":"Archives of Psychiatric Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor; Toronto Metropolitan University; University of Toronto","funders":"Toronto Metropolitan University","keywords":"Psychosocial; Mental health; Mental health literacy; Association (psychology); Social support; African descent; Mental illness; Health literacy","score_opus":0.01717713733642747,"score_gpt":0.3699300952718258,"score_spread":0.35275295793539835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416889369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894267,0.0011786679,0.00024684606,0.0013937537,0.0014755601,0.0008663047,0.000037645274,0.000024055038,0.005350502],"genre_scores_gemma":[0.9983442,0.00005185483,0.00088410283,0.00049752847,0.000048467875,0.000060833845,0.000034409753,0.0000147191095,0.00006387743],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99795204,0.0007947146,0.00044530834,0.00027729457,0.00014910502,0.00038150573],"domain_scores_gemma":[0.998235,0.0010071762,0.00035535847,0.00023426737,0.000012585497,0.00015564765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013520807,0.0002254728,0.00040651322,0.0005520754,0.00065064844,0.000016997772,0.00024083465,0.00007116001,0.000016244554],"category_scores_gemma":[0.000008816495,0.00020867592,0.00013152217,0.0005313562,0.0011841987,0.00007904665,0.000016920674,0.00031732884,5.439927e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008238456,0.0021706007,0.20392795,0.0009715618,0.00017587122,0.0000011572924,0.66649204,0.0000018195186,0.000029252396,0.0032705504,0.0023986488,0.11973667],"study_design_scores_gemma":[0.004068759,0.0017446202,0.89895433,0.0017684,0.00006954994,4.3039486e-7,0.08475938,0.00008260993,0.0003680142,0.00788391,0.000068610934,0.00023137603],"about_ca_topic_score_codex":0.008099192,"about_ca_topic_score_gemma":0.00052218727,"teacher_disagreement_score":0.6950264,"about_ca_system_score_codex":0.000057057412,"about_ca_system_score_gemma":0.00009415769,"threshold_uncertainty_score":0.99850595},"labels":[],"label_agreement":null},{"id":"W4416910593","doi":"10.1016/j.lana.2025.101231","title":"Prevalence and correlates of severe depressive symptoms among Arab, Asian, Black, Indigenous, White, and mixed-race individuals in Canada: a population-based study","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Public Health Agency of Canada","keywords":"Depressive symptoms; Public health; Depression (economics); Agency (philosophy); Epidemiology; Population","score_opus":0.027944063781454465,"score_gpt":0.3470398392378184,"score_spread":0.3190957754563639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416910593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907661,0.0032708072,0.0000046294167,0.0037944037,0.00012444978,0.0016632946,0.00007170235,0.000015723506,0.00028888558],"genre_scores_gemma":[0.99754524,0.00019771121,0.000029741283,0.0016593303,0.000031554464,0.00016510731,0.00003366584,0.000011473844,0.0003261852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979422,0.00051722507,0.00048327065,0.00037161884,0.00024774604,0.00043792464],"domain_scores_gemma":[0.9985183,0.00056087814,0.00045661873,0.00032167629,0.00003228658,0.00011026556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036379197,0.00018996792,0.0005408976,0.000118145705,0.00023655043,0.000013975502,0.000220124,0.000053845542,0.000033741217],"category_scores_gemma":[0.000018582925,0.00014343616,0.000019348348,0.00038792676,0.00015971561,0.000063419,0.00005963392,0.00026268853,0.0000014266886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015120738,0.00019526329,0.9829388,0.0003024117,0.0000628103,0.000009959566,0.005063843,0.00008072743,4.3679744e-8,0.0001289463,0.0012821668,0.009783765],"study_design_scores_gemma":[0.0015338641,0.00023193136,0.99464774,0.00034084433,0.00003112373,0.0000061529986,0.0028109613,0.00006587181,4.4906687e-7,0.0001742705,0.000047640948,0.00010915414],"about_ca_topic_score_codex":0.60068077,"about_ca_topic_score_gemma":0.4893234,"teacher_disagreement_score":0.111357376,"about_ca_system_score_codex":0.00029248625,"about_ca_system_score_gemma":0.00050953514,"threshold_uncertainty_score":0.5849157},"labels":[],"label_agreement":null},{"id":"W4416985235","doi":"10.21203/rs.3.rs-7999245/v1","title":"Exploring the Challenges of Psychiatric Nurses in Providing Care to Persons With Mental Health Problems in Selected Health Facilities in Ghana","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Memorial University of Newfoundland","funders":"","keywords":"Mental health; Nonprobability sampling; Content analysis; Qualitative research; Exploratory research; Coping (psychology); Mental illness; Stigma (botany)","score_opus":0.22710379631632188,"score_gpt":0.47211900475499496,"score_spread":0.24501520843867308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416985235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8558245,0.08238423,0.0000027185422,0.033228617,0.00095249846,0.024133857,0.0012168468,0.000046604342,0.0022101763],"genre_scores_gemma":[0.96779495,0.020607883,0.00013747416,0.00007439785,0.00009498588,0.010031449,0.00020824063,0.00006454863,0.0009860806],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98479867,0.006224597,0.0020308653,0.002096585,0.0016799022,0.0031693522],"domain_scores_gemma":[0.99643546,0.0010164379,0.00048104636,0.0011864869,0.00037421414,0.000506357],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004563903,0.0008157951,0.0017374019,0.0050476086,0.0008553337,0.000107266605,0.0012589144,0.00030042566,0.00008123269],"category_scores_gemma":[0.00013641817,0.0006518114,0.00014201853,0.0060810526,0.0002847958,0.0002875401,0.00075008575,0.0036445323,0.000014619788],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017156363,0.002316555,0.14135332,0.058203958,0.00009722769,0.000019865138,0.67454594,0.0005035994,0.0000017492388,0.0013071029,0.0001967004,0.11973835],"study_design_scores_gemma":[0.004019211,0.0058877356,0.16298367,0.029970879,0.0000056613935,0.0000043324935,0.795396,0.00009256512,0.000026135376,0.000095481075,0.0010135313,0.0005048032],"about_ca_topic_score_codex":0.13757055,"about_ca_topic_score_gemma":0.37821564,"teacher_disagreement_score":0.2406451,"about_ca_system_score_codex":0.006262061,"about_ca_system_score_gemma":0.00481615,"threshold_uncertainty_score":0.9995933},"labels":[],"label_agreement":null},{"id":"W4416993025","doi":"10.1080/09638237.2025.2595604","title":"Measuring intimate relationship self-stigma in serious mental illness: scale development and validation","year":2025,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Montréal","funders":"","keywords":"Mental health; Confirmatory factor analysis; Scale (ratio); Stigma (botany); Psychometrics; Test validity; Mental health care","score_opus":0.0476794277055892,"score_gpt":0.37580088314998417,"score_spread":0.32812145544439497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416993025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918186,0.0020851209,0.000044829765,0.0025316223,0.00123418,0.00056794577,0.0000055199557,0.000018671386,0.0016935058],"genre_scores_gemma":[0.9963443,0.0002092353,0.0026152735,0.00039241745,0.000040808194,0.000019838144,0.000018718256,0.000011243566,0.0003481622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813795,0.00022197708,0.00089616224,0.00018049392,0.00025529385,0.00030814926],"domain_scores_gemma":[0.9992325,0.00006138353,0.00042681856,0.00009356185,0.000031394055,0.00015435596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011323994,0.00014350782,0.0002956116,0.000384486,0.000456015,0.000034757413,0.0001120129,0.00006890987,0.0000489272],"category_scores_gemma":[0.0000073440333,0.00013242853,0.000036329584,0.00026646294,0.000025552534,0.00025819434,0.000049853476,0.00024756207,0.00001743357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000557229,0.0010355074,0.71282506,0.0004543205,0.00009828383,0.000026187383,0.026502987,0.000004751472,0.000041381376,0.000859721,0.0017798524,0.25581473],"study_design_scores_gemma":[0.005234466,0.00030700848,0.9805547,0.0010359368,0.000018919645,0.00016530779,0.005724139,0.00003962873,0.0013614168,0.00042386274,0.004944069,0.00019054026],"about_ca_topic_score_codex":0.00012824684,"about_ca_topic_score_gemma":0.00011576811,"teacher_disagreement_score":0.26772964,"about_ca_system_score_codex":0.0010219039,"about_ca_system_score_gemma":0.00017477303,"threshold_uncertainty_score":0.54002786},"labels":[],"label_agreement":null},{"id":"W4417037979","doi":"10.1080/17441692.2025.2579686","title":"Overlap and differences between internalised stigma and depression: A Delphi study","year":2025,"lang":"en","type":"article","venue":"Global Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Psychological intervention; Stigma (botany); Delphi method; Mood; Depression (economics); Health professionals; Health care","score_opus":0.08447823519689901,"score_gpt":0.43606883392502943,"score_spread":0.3515905987281304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417037979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829943,0.0031638443,0.00013575483,0.006275377,0.00055468763,0.0008526325,0.00007330949,0.0000684519,0.005881646],"genre_scores_gemma":[0.99775064,0.000061015307,0.00003803657,0.0016346637,0.000095241056,0.000070924005,0.00001604983,0.000004736977,0.0003287182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817777,0.00033255332,0.00037680336,0.0004538144,0.00017279491,0.00048626447],"domain_scores_gemma":[0.99909365,0.00011244582,0.000120161385,0.00023151867,0.000031842686,0.00041037585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047225182,0.000172436,0.00035244838,0.00008616534,0.00034495414,0.00012838758,0.00018125905,0.00007670936,0.00011260072],"category_scores_gemma":[0.000034336055,0.00013391668,0.000021177933,0.00028368708,0.00007142631,0.00013780258,0.00018456328,0.00012812302,0.000009842961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030711886,0.00023731473,0.7667928,0.000061085826,0.000063358675,0.000006159188,0.0007070045,1.7636465e-9,3.8691187e-8,0.0013057601,0.0022193782,0.22857639],"study_design_scores_gemma":[0.0019314572,0.0003129287,0.9913406,0.000063169595,0.00001461034,0.000004414334,0.0036924155,0.000005664143,1.499509e-7,0.0007608988,0.0017867448,0.00008695638],"about_ca_topic_score_codex":0.0059109414,"about_ca_topic_score_gemma":0.0005498377,"teacher_disagreement_score":0.22848943,"about_ca_system_score_codex":0.00013379136,"about_ca_system_score_gemma":0.00010363274,"threshold_uncertainty_score":0.8935615},"labels":[],"label_agreement":null},{"id":"W4417117361","doi":"10.1186/s13033-025-00691-9","title":"Experiences and perspectives on traditional and faith healers’ involvement in the care of people with severe mental health conditions in ethiopia: a scoping review","year":2025,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; Dalhousie University","funders":"National Institute for Health and Care Research; Government of the United Kingdom; Department of Health and Social Care; Wellcome Trust","keywords":"Faith; Mental health; Mental health care; Health administration; Relation (database); Health care; Mental healthcare","score_opus":0.06529998946694753,"score_gpt":0.42783794761246535,"score_spread":0.3625379581455178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417117361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85788935,0.11405092,0.000007796304,0.024627883,0.0008639626,0.0019304554,0.00013265415,0.0000032266596,0.0004937551],"genre_scores_gemma":[0.9877969,0.009558056,0.000035340192,0.0023115892,0.000054082528,0.00016836019,0.00005226011,0.000005076548,0.000018314398],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978278,0.00042766333,0.00085360656,0.00019605251,0.00050941086,0.00018544293],"domain_scores_gemma":[0.9990333,0.0001578673,0.00057521154,0.000075613505,0.00007787241,0.00008018842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008090249,0.00013170131,0.00040909543,0.00029543784,0.0001599208,0.0000283122,0.00018062654,0.000031855157,0.00003634016],"category_scores_gemma":[0.000006067905,0.000089608926,0.00003507666,0.00017965856,0.000087992885,0.00015122745,0.000018076727,0.00021124799,4.6933016e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012495042,0.0021005496,0.10206723,0.011423469,0.00027028742,0.000050397874,0.8508682,0.000021470045,0.0000062236873,0.020855896,0.0048005925,0.0062861335],"study_design_scores_gemma":[0.004677679,0.002171544,0.0947395,0.1045441,0.000007700922,0.00045609724,0.7931121,0.000012702945,0.000005143272,0.000042441778,0.00012065916,0.000110355424],"about_ca_topic_score_codex":0.0017724963,"about_ca_topic_score_gemma":0.0014370737,"teacher_disagreement_score":0.12990756,"about_ca_system_score_codex":0.0006690272,"about_ca_system_score_gemma":0.0002835096,"threshold_uncertainty_score":0.3654146},"labels":[],"label_agreement":null},{"id":"W4417133578","doi":"10.1080/18387357.2025.2598326","title":"A mixed methods study of students’ experiences of mental health service access in the transition out of university","year":2025,"lang":"en","type":"article","venue":"Advances in Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Niagara College; Brock University","funders":"Brock University","keywords":"Mental health; Mental health service; Transition (genetics); Service (business); Qualitative research; Mental healthcare; Project commissioning","score_opus":0.05994268878102601,"score_gpt":0.5291623388857631,"score_spread":0.46921965010473715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417133578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915528,0.0031023002,0.000113345515,0.0012734818,0.0009488001,0.0023342543,0.000049775797,0.000007877767,0.0006173049],"genre_scores_gemma":[0.9975274,0.00096915994,0.00059462694,0.0007680325,0.0000068056465,0.00006075676,0.000033946602,0.0000056863596,0.00003357369],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99588966,0.002265206,0.0008403956,0.00033306045,0.00035309096,0.00031859867],"domain_scores_gemma":[0.99892354,0.00021833778,0.00050247286,0.0002771934,0.000025872221,0.000052612697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019247514,0.0001576792,0.00055170915,0.0002890712,0.00015971331,0.000005630343,0.00072828814,0.000041938278,0.000050061724],"category_scores_gemma":[0.0000036322908,0.00013051006,0.000044177843,0.0009831293,0.00010163705,0.00035072005,0.000111907866,0.00014651245,6.1909304e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019324935,0.00965844,0.090324305,0.0011645028,0.000053481173,0.000003913511,0.7789254,0.000018483697,0.000018889901,0.00076210755,0.00012939879,0.11700856],"study_design_scores_gemma":[0.004643395,0.0016371487,0.1442696,0.00042483318,0.000007977294,8.78664e-7,0.8482402,0.000019283425,0.0002347409,0.00012910661,0.00031074436,0.00008208116],"about_ca_topic_score_codex":0.007362425,"about_ca_topic_score_gemma":0.015826158,"teacher_disagreement_score":0.11692648,"about_ca_system_score_codex":0.0003059252,"about_ca_system_score_gemma":0.00009116396,"threshold_uncertainty_score":0.9992476},"labels":[],"label_agreement":null},{"id":"W4417178309","doi":"10.1016/j.ssmmh.2025.100575","title":"Beyond belief: understanding contexts for help-seeking for severe mental illness in urban slum communities in Dhaka, Bangladesh and Ibadan, Nigeria","year":2025,"lang":"en","type":"article","venue":"SSM - Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Douglas College","funders":"National Institute for Health and Care Research","keywords":"Slum; Mental illness; Mental health; Qualitative research; Focus group; Quality (philosophy); Faith; Quality of life (healthcare); Explanatory model","score_opus":0.046655986119538966,"score_gpt":0.37868389493447213,"score_spread":0.33202790881493316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417178309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721953,0.0077963276,0.000322349,0.0030116236,0.0030425817,0.0071963565,0.0010009776,0.00007309341,0.00536134],"genre_scores_gemma":[0.9934333,0.00022884026,0.0002730186,0.0027108965,0.00007276998,0.00080052356,0.000971948,0.00004116432,0.0014675686],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974808,0.0002592208,0.00073414535,0.00043440826,0.00015173535,0.0009396739],"domain_scores_gemma":[0.99895686,0.00041089958,0.0001969684,0.00025845857,0.000016874366,0.00015992299],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008807457,0.00031916815,0.000574747,0.00038347117,0.0009665457,0.000063774365,0.00021904866,0.000158522,0.00017400512],"category_scores_gemma":[0.0000059666513,0.00033523812,0.00007370529,0.00026718038,0.00014146979,0.00022639842,0.000116753035,0.00024655394,0.000003307024],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059984555,0.002653077,0.23805448,0.0049846787,0.00028724587,0.000020466521,0.39163518,0.0000020677346,0.000113931135,0.19455518,0.053231586,0.108463645],"study_design_scores_gemma":[0.038712505,0.0024046435,0.020541351,0.0030373198,0.000034964563,0.000038904436,0.88963443,0.0005555721,0.00020437929,0.03358787,0.010100077,0.0011479531],"about_ca_topic_score_codex":0.0014103793,"about_ca_topic_score_gemma":0.013308131,"teacher_disagreement_score":0.49799928,"about_ca_system_score_codex":0.0015468975,"about_ca_system_score_gemma":0.00011232776,"threshold_uncertainty_score":0.99990994},"labels":[],"label_agreement":null},{"id":"W4417231296","doi":"10.1136/bmjoq-2025-003533","title":"Methods used to develop quality of care standards and indicators for mental health across the WHO European region: a rapid systematic review","year":2025,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Mental health; Quality (philosophy); Mental health care; Health care; MEDLINE","score_opus":0.28360638667513066,"score_gpt":0.651751800432111,"score_spread":0.36814541375698034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417231296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34602854,0.23611097,0.019869024,0.112122916,0.00308182,0.23831883,0.0070530903,0.0002226174,0.037192196],"genre_scores_gemma":[0.9262504,0.0017980739,0.012194091,0.041833427,0.00011079846,0.011695999,0.00043260626,0.00010462745,0.005579958],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.98525375,0.011557693,0.001939688,0.0005148794,0.00034511916,0.0003888518],"domain_scores_gemma":[0.9965017,0.00093670486,0.0012083069,0.0009587505,0.00023834455,0.00015623572],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.032850694,0.00022158993,0.001436201,0.000051882937,0.0006175854,0.00008818777,0.0007595947,0.000053834046,0.000047558162],"category_scores_gemma":[0.0011562406,0.00014456581,0.00010301595,0.00069582695,0.00010586009,0.00009299697,0.00051994226,0.00011192405,0.000004850991],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013745652,0.00025865692,0.0060039037,0.6266092,0.0004973781,0.0000025055647,0.07315334,3.27483e-8,0.000002732322,0.019179631,0.033941902,0.23897615],"study_design_scores_gemma":[0.016633611,0.0021857626,0.4541836,0.26336893,0.00060777157,0.000027096201,0.15812346,0.0000016823826,0.0004991151,0.0008049417,0.10172081,0.0018432018],"about_ca_topic_score_codex":0.0010500356,"about_ca_topic_score_gemma":0.00056692073,"teacher_disagreement_score":0.5802219,"about_ca_system_score_codex":0.00029413844,"about_ca_system_score_gemma":0.00031489733,"threshold_uncertainty_score":0.99588376},"labels":[],"label_agreement":null},{"id":"W4417290229","doi":"10.1016/j.jad.2025.120854","title":"Pain diagnoses and pain medication prescriptions before, during and after major depression diagnosis: A nationwide cohort of 521,244 people with new onset depression","year":2025,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo; National Health Research Institutes; National Institute for Health and Care Research","keywords":"Depression (economics); Medical prescription; Cohort; Psychological intervention; Analgesic; Mental health; Medical diagnosis; Cohort study","score_opus":0.005207044533859651,"score_gpt":0.2921338554919184,"score_spread":0.2869268109580587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417290229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900348,0.0063604466,0.00198676,0.0005970879,0.00013906324,0.00070654985,0.000010994791,0.000010247339,0.00015401952],"genre_scores_gemma":[0.9984186,0.000848548,0.00015003832,0.00013517134,0.000030640345,0.0002841984,0.000009814674,0.000012341442,0.000110628425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986649,0.00043222567,0.00032623124,0.00021108135,0.00020438615,0.00016118531],"domain_scores_gemma":[0.99853796,0.0008142423,0.00033743592,0.000120950055,0.00007664877,0.00011279203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007080627,0.00014691941,0.00026105964,0.00028352407,0.00016128409,0.000022521295,0.00007860912,0.00008540517,0.00007783399],"category_scores_gemma":[0.00028774777,0.00010572247,0.000044734228,0.00021865946,0.00007454832,0.00026076296,0.000037348498,0.00015667408,4.3820023e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055936625,0.00033396564,0.91843975,0.00016121226,0.00018037703,0.0000041836283,0.0014124577,0.0000037742147,0.000017889593,0.000012382853,0.0007867728,0.078087874],"study_design_scores_gemma":[0.0025364084,0.00042974128,0.99357665,0.0010054035,0.00016948675,0.00001187091,0.0010972542,0.000023911407,0.00025703546,0.0007521324,0.00005806718,0.00008206877],"about_ca_topic_score_codex":0.0010461621,"about_ca_topic_score_gemma":0.0054864385,"teacher_disagreement_score":0.0780058,"about_ca_system_score_codex":0.000049964678,"about_ca_system_score_gemma":0.000045410925,"threshold_uncertainty_score":0.43112373},"labels":[],"label_agreement":null},{"id":"W4417457389","doi":"10.25318/82-003-x202501200002-eng","title":"Mood disorders among older Canadians","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Mood; Intervention (counseling); Population; Mood disorders; Affect (linguistics); Depression (economics)","score_opus":0.014092753424091078,"score_gpt":0.2947727977308872,"score_spread":0.28068004430679616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417457389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.522176,0.00019181448,0.000015614474,0.0022876125,0.0010851352,0.00081634644,0.000008051985,0.00004404274,0.47337535],"genre_scores_gemma":[0.92573726,0.000006735828,0.0000039204233,0.0006633947,0.000036544327,0.0031799562,0.000011383567,0.000007495894,0.070353314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991971,0.00003180366,0.00011720499,0.00018761253,0.0000509878,0.00041529053],"domain_scores_gemma":[0.9996346,0.000032406177,0.000025397832,0.00018232204,0.000005988736,0.000119268676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007235619,0.00008000481,0.000089189234,0.00009126123,0.00011109715,0.00001742391,0.00011955811,0.000058142494,0.00046206178],"category_scores_gemma":[0.0000055590153,0.00007339452,0.000032652515,0.00018104327,0.00003657045,0.00004885813,0.000016227303,0.00006854833,0.00006276927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010671714,0.00010421474,0.5218569,0.000016580107,0.000050802522,0.0000031031907,0.00023639078,2.828378e-7,3.895492e-8,0.003299844,0.017029244,0.45739192],"study_design_scores_gemma":[0.0006566408,0.000004303389,0.9897691,0.0000044136777,0.000015830294,2.3717472e-7,0.00021772755,0.0000016698516,0.0000057149205,0.0005308528,0.008731402,0.00006208258],"about_ca_topic_score_codex":0.021569988,"about_ca_topic_score_gemma":0.06471964,"teacher_disagreement_score":0.46791223,"about_ca_system_score_codex":0.000077864024,"about_ca_system_score_gemma":0.000009875924,"threshold_uncertainty_score":0.9849455},"labels":[],"label_agreement":null},{"id":"W4417495780","doi":"10.1038/s41380-025-03419-w","title":"Burden of mental and substance use disorders in China and its provinces, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021","year":2025,"lang":"en","type":"article","venue":"Molecular Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Natural Science Foundation of China","keywords":"Burden of disease; Disease burden; Prevalence of mental disorders; Population; China; Anxiety; Mental health; Major depressive disorder; Substance use","score_opus":0.00883128882769978,"score_gpt":0.3153675443956915,"score_spread":0.3065362555679917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417495780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96894336,0.025586633,0.00021568305,0.00089256355,0.0002963731,0.0037898773,0.00014090349,0.0000048377206,0.00012975695],"genre_scores_gemma":[0.9992066,0.00010097681,0.0000764464,0.000026306589,0.000014809164,0.0004103443,0.000022231181,0.000008776433,0.0001334786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985244,0.00022738606,0.0004883002,0.00037852387,0.00017554144,0.00020583533],"domain_scores_gemma":[0.999231,0.0000916329,0.00021298237,0.00037619873,0.00002177307,0.000066451765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024340174,0.0001800774,0.00045491217,0.0001451149,0.000094406736,0.0000263144,0.00019258325,0.000041487903,0.000023833549],"category_scores_gemma":[0.000019528401,0.00013335585,0.000116107876,0.0007297101,0.00005885968,0.000064884705,0.000054649943,0.000059762497,5.6354986e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007951877,0.0009789031,0.9835892,0.004994443,0.0019855914,0.000006506853,0.00237759,0.0001115118,0.000015380127,0.0042727212,0.00004094656,0.00083204434],"study_design_scores_gemma":[0.006385408,0.0005072575,0.96931416,0.001700938,0.0037835157,0.0000012401642,0.012826374,0.003557159,0.000013131559,0.0016093681,0.000014713281,0.00028673102],"about_ca_topic_score_codex":0.0029066603,"about_ca_topic_score_gemma":0.0043668807,"teacher_disagreement_score":0.030263258,"about_ca_system_score_codex":0.000042881085,"about_ca_system_score_gemma":0.00003922898,"threshold_uncertainty_score":0.54380935},"labels":[],"label_agreement":null},{"id":"W4417498767","doi":"10.1016/j.jad.2025.120901","title":"Perceived need for care and treatment-seeking behaviour among ethnic minority groups exhibiting signs of mental illness","year":2025,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Centre for Disease Control; Western University; Simon Fraser University; University of Manitoba; University of Waterloo; Hamilton Health Sciences; University of Ottawa","funders":"","keywords":"Mental illness; Ethnic group; Mental health; Severity of illness; Illness severity; Help-seeking","score_opus":0.020409381084889794,"score_gpt":0.3587505318093901,"score_spread":0.33834115072450033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417498767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932487,0.0026342117,0.00022807301,0.00007521542,0.00065066904,0.0010373939,0.00004045415,0.000009672565,0.0020756254],"genre_scores_gemma":[0.99937975,0.00018651376,0.000085714666,0.000028320463,0.000062033265,0.00006873883,0.000017861357,0.000015012317,0.0001560777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880946,0.00017763734,0.00039849934,0.00021630112,0.00012513244,0.00027295793],"domain_scores_gemma":[0.99889976,0.00037522422,0.00041996108,0.000103620165,0.00012135398,0.000080071935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018909191,0.00020827616,0.00042487142,0.00025133925,0.00026262042,0.000018182534,0.000106641506,0.00012079531,0.000043835225],"category_scores_gemma":[0.000030643765,0.00017365323,0.0002223759,0.00019372486,0.00012018542,0.00018546532,0.00002675532,0.00015412614,4.3127247e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006711074,0.00061817607,0.6996931,0.00015884603,0.00035843076,0.000007560767,0.023933865,0.0000030155832,0.0018965445,0.00016320114,0.000086556036,0.27240962],"study_design_scores_gemma":[0.007358003,0.0025929322,0.8890745,0.00021979476,0.0003536052,0.0000065457903,0.09915657,0.00002288882,0.0008130766,0.00020564473,0.000031286552,0.00016515426],"about_ca_topic_score_codex":0.0012690038,"about_ca_topic_score_gemma":0.0017314506,"teacher_disagreement_score":0.27224445,"about_ca_system_score_codex":0.00027062715,"about_ca_system_score_gemma":0.000035106365,"threshold_uncertainty_score":0.7081373},"labels":[],"label_agreement":null},{"id":"W4417532123","doi":"10.21608/hijnrp.2025.414948.1419","title":"Relationship between Stigma and Self-Concept in Individuals with Mental Illness","year":2025,"lang":"en","type":"article","venue":"Helwan International Journal of Nursing Research and Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Stigma (botany); Mentally ill; Quarter (Canadian coin); Outpatient clinic; Social stigma; Affect (linguistics)","score_opus":0.13970385812638592,"score_gpt":0.5435660316110038,"score_spread":0.4038621734846179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417532123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9583201,0.002244136,0.00009644928,0.021841226,0.0005035987,0.00022988881,0.000015975567,0.0000060549837,0.016742593],"genre_scores_gemma":[0.9979456,0.000122015124,0.001170815,0.00012547882,0.00015485434,0.0000068190184,0.00000944418,0.00000620864,0.00045874168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982183,0.00057931547,0.00030292824,0.00014925424,0.0005432097,0.00020701472],"domain_scores_gemma":[0.9957432,0.0036033124,0.00017810042,0.00006590415,0.0003026637,0.00010681629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018751948,0.00007750393,0.00013196346,0.000585462,0.0002374613,0.00015465813,0.00017381583,0.000061230654,0.000043955795],"category_scores_gemma":[0.00042546584,0.00006289348,0.000013057907,0.0002658903,0.00018150057,0.00062385714,0.00003606691,0.0005310162,0.0000037769403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013217637,0.0009191142,0.80375856,0.000016447626,0.0002158123,0.00014349355,0.02051875,5.9246923e-7,0.0000040596306,0.013616732,0.0032787875,0.1562059],"study_design_scores_gemma":[0.0030567022,0.0006296254,0.9677378,0.0007416132,0.00003971277,0.00048862124,0.0123973675,0.0000027303554,0.00004112587,0.008757623,0.0060293293,0.00007776781],"about_ca_topic_score_codex":0.000097559765,"about_ca_topic_score_gemma":0.0000070221677,"teacher_disagreement_score":0.16397923,"about_ca_system_score_codex":0.00024192897,"about_ca_system_score_gemma":0.00009232157,"threshold_uncertainty_score":0.25647217},"labels":[],"label_agreement":null},{"id":"W44338093","doi":"10.1177/070674371005500410","title":"A Brief Scale to Assess Hospital Doctors' Attitudes toward Collaborative Care for Mental Health","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Cronbach's alpha; Mental health; Confirmatory factor analysis; Scale (ratio); Psychiatry; Psychology; Clinical psychology; Health care; Psychometrics; Test (biology); Medicine; Structural equation modeling","score_opus":0.025113295520099107,"score_gpt":0.3738029803084432,"score_spread":0.3486896847883441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W44338093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89121795,0.002989922,0.000030338044,0.08299275,0.019146167,0.0013544338,0.00053720863,0.00000881968,0.0017224358],"genre_scores_gemma":[0.9914816,0.000007603619,0.0038400604,0.0030199236,0.0012752607,0.000046834746,0.00002240953,0.000028712528,0.00027759504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856097,0.00009682546,0.00044385792,0.00018898596,0.00018201658,0.0005273237],"domain_scores_gemma":[0.99815017,0.0000456763,0.00033053115,0.0002444033,0.00023165486,0.0009975401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041616338,0.0001778908,0.0002942409,0.0001699868,0.0008853151,0.00012132374,0.00048200772,0.00009462569,0.00043571607],"category_scores_gemma":[0.000013736997,0.00012861111,0.00012571257,0.00025300405,0.0001033737,0.00011973961,0.000012656005,0.00037329886,0.00003125633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003357129,0.0003462515,0.6150134,0.00020716402,0.0003413139,0.000016243603,0.07584184,0.00000389714,0.000022862705,0.027876712,0.26362824,0.016366314],"study_design_scores_gemma":[0.005028653,0.005210041,0.7147701,0.00034588788,0.00010215602,0.0001834177,0.045673355,0.0000013222783,0.0000887045,0.0024922264,0.2255236,0.00058054534],"about_ca_topic_score_codex":0.020247892,"about_ca_topic_score_gemma":0.7735605,"teacher_disagreement_score":0.75331265,"about_ca_system_score_codex":0.00027958205,"about_ca_system_score_gemma":0.0023913623,"threshold_uncertainty_score":0.9862764},"labels":[],"label_agreement":null},{"id":"W47119266","doi":"10.2165/00044011-200222100-00005","title":"Antidepressant Selection, Healthcare Resource Consumption and Costs in a Large Workplace Environment","year":2002,"lang":"en","type":"article","venue":"Clinical Drug Investigation","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"GlaxoSmithKline","keywords":"Medicine; Medical prescription; Antidepressant; Psychiatry; Depression (economics); Health care; Major depressive disorder; Psychotropic drug; Emergency medicine; Drug; Anxiety; Pharmacology; Mood","score_opus":0.08901846562884352,"score_gpt":0.38935892432678504,"score_spread":0.3003404586979415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W47119266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904847,0.0018011701,0.000038736674,0.0060934103,0.00022796415,0.0006635333,0.000011511841,0.00005263311,0.0006263205],"genre_scores_gemma":[0.99441254,0.00058878266,0.00018659883,0.0032662828,0.000120598976,0.00010272295,0.00005794303,0.000015487341,0.0012490513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769175,0.00075375254,0.0006388222,0.0004632733,0.00014696563,0.00030541833],"domain_scores_gemma":[0.9989745,0.00040822776,0.00018871158,0.00018431002,0.000011999294,0.00023226406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008673902,0.00013422716,0.00021495754,0.000082944694,0.00017631582,0.00002267107,0.000070989954,0.00016360199,0.00067583186],"category_scores_gemma":[0.000064230124,0.00013118383,0.000033108645,0.00013450345,0.00016346162,0.00011673312,0.00003910424,0.00033812175,0.00035414912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053308788,0.00025648338,0.9680782,0.000034637458,0.000009973595,0.000007057466,0.00077286235,0.0000024690162,0.0000038123987,0.0011657639,0.009799356,0.019816091],"study_design_scores_gemma":[0.0022521338,0.00012522127,0.9857664,0.00015173614,0.000015010262,0.000007984085,0.00020767114,0.0014644946,0.00003184615,0.00044351342,0.009383502,0.00015045793],"about_ca_topic_score_codex":0.0002642358,"about_ca_topic_score_gemma":0.00033152718,"teacher_disagreement_score":0.019665632,"about_ca_system_score_codex":0.00012168996,"about_ca_system_score_gemma":0.000005441127,"threshold_uncertainty_score":0.7399885},"labels":[],"label_agreement":null},{"id":"W47165665","doi":"","title":"The new WPA Section on Stigma and Mental Disorders.","year":2005,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental illness; Psychiatry; Mental health; Social stigma; Medicine; Psychology; Family medicine","score_opus":0.018729213159453563,"score_gpt":0.28350800729090875,"score_spread":0.26477879413145516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W47165665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9254227,0.002344512,0.0000127124,0.012541376,0.0032245899,0.0009403626,0.000013976295,0.00009770401,0.05540201],"genre_scores_gemma":[0.9679613,0.0011750427,0.000025374486,0.0007234307,0.001058774,0.00006514809,0.000016435832,0.000029384366,0.02894512],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984826,0.00012982223,0.00019506292,0.0003087231,0.00015720706,0.0007266042],"domain_scores_gemma":[0.999333,0.00006799037,0.0000713215,0.00022907907,0.000006899413,0.00029169573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015425839,0.00016383288,0.00010019356,0.000034598408,0.00043675798,0.00007497385,0.000145726,0.000045810953,0.00035614587],"category_scores_gemma":[0.000013855421,0.00011178931,0.00003386186,0.00013584254,0.00005683243,0.00010888052,0.000037877453,0.00017237241,0.00027559203],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030071448,0.00022311727,0.021063814,0.000006278506,0.000043130567,0.000006071865,0.003023193,0.0000017163078,0.000017041619,0.0021111362,0.07509772,0.8981061],"study_design_scores_gemma":[0.0011585713,0.000099480145,0.34102857,0.00000775214,0.000011295594,0.00000819389,0.00013523176,0.0000067138467,0.00015757607,0.00007127183,0.6572101,0.00010523354],"about_ca_topic_score_codex":0.0001298671,"about_ca_topic_score_gemma":0.0002481923,"teacher_disagreement_score":0.89800084,"about_ca_system_score_codex":0.00010076933,"about_ca_system_score_gemma":0.000012499208,"threshold_uncertainty_score":0.4558636},"labels":[],"label_agreement":null},{"id":"W4910109","doi":"10.1177/070674371105600606","title":"Pattern of Psychotropic Drug Use among Older Adults Having a Depression or an Anxiety Disorder: Results from the Longitudinal ESA Study","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Depression (economics); Population; Psychiatry; Medicine; Benzodiazepine; Anxiety disorder; Longitudinal study; Psychology; Internal medicine","score_opus":0.039638365869401095,"score_gpt":0.3101049619434214,"score_spread":0.2704665960740203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4910109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938801,0.0009424207,0.000024898953,0.0009844524,0.0031275232,0.0006876839,0.00013942581,0.000008158164,0.00020537233],"genre_scores_gemma":[0.9987359,0.000020347705,0.0002299308,0.00031126803,0.0004726766,0.000015428299,0.000012053455,0.00003278934,0.000169604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757165,0.00052910316,0.0008626452,0.0003161481,0.00028500336,0.0004354572],"domain_scores_gemma":[0.99763256,0.00013757545,0.0008404464,0.00081859797,0.00010929061,0.00046153806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005940141,0.000240229,0.00030623408,0.00012506793,0.00061552576,0.000075352575,0.00091312814,0.000099029734,0.000851383],"category_scores_gemma":[0.000022126827,0.00012321683,0.00013592001,0.0002131568,0.00015554257,0.00033744163,0.000026085516,0.00054037775,0.000013013986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011248096,0.00060099707,0.9423061,0.000008988294,0.00016044424,0.000042553595,0.03569613,0.000001435945,1.767804e-7,0.0000205192,0.003098508,0.016939366],"study_design_scores_gemma":[0.0040764986,0.0004741629,0.97776645,0.00034903368,0.00016424303,0.000039263054,0.016690983,0.000010329737,0.000002814104,0.00022273188,0.00006693797,0.00013653826],"about_ca_topic_score_codex":0.57815593,"about_ca_topic_score_gemma":0.95631284,"teacher_disagreement_score":0.37815687,"about_ca_system_score_codex":0.00006018375,"about_ca_system_score_gemma":0.0002637059,"threshold_uncertainty_score":0.9322047},"labels":[],"label_agreement":null},{"id":"W52728294","doi":"10.1177/070674371005500902","title":"Measuring Quality of Mental Health Care: A Review of Initiatives and Programs in Selected Countries","year":2010,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; Agency for Healthcare Research and Quality","keywords":"Mental health; Scope (computer science); Health care; Mental health care; Quality (philosophy); Grey literature; Health policy; Public health; Environmental health; Psychology; Nursing; MEDLINE; Medicine; Political science; Psychiatry; Computer science","score_opus":0.13037383606144048,"score_gpt":0.43009605123267836,"score_spread":0.29972221517123787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W52728294","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013330756,0.9936149,1.7192015e-7,0.0018471838,0.0012636039,0.0012850077,0.00017216068,0.0000021883068,0.00048169997],"genre_scores_gemma":[0.002023123,0.9972509,0.00020861995,0.0002724916,0.00013710989,0.000024597573,0.000044353274,0.000024929388,0.000013855383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996334,0.0010168623,0.0018786306,0.00016388581,0.0002557486,0.00035086344],"domain_scores_gemma":[0.9963168,0.00009998901,0.002809791,0.00026148636,0.00019787655,0.0003140578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00179682,0.0002613093,0.0018090243,0.0003098286,0.00016914093,0.00001682776,0.0003847283,0.00017614278,0.000110125315],"category_scores_gemma":[0.000040410632,0.00017099193,0.00022618205,0.0004767968,0.0002495207,0.00007670738,0.00001343156,0.0007735591,0.000001975612],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058940343,0.00013885101,0.019483374,0.21139859,0.00041311717,0.000007710936,0.0059960447,5.2709748e-9,1.8188961e-8,0.005151618,0.0012124638,0.7561393],"study_design_scores_gemma":[0.001934728,0.0011279023,0.016957318,0.42435187,0.00066772127,0.00045074077,0.002558354,2.2044196e-8,3.594849e-7,0.00038983603,0.5510767,0.00048442726],"about_ca_topic_score_codex":0.023329658,"about_ca_topic_score_gemma":0.43700904,"teacher_disagreement_score":0.7556548,"about_ca_system_score_codex":0.00028565645,"about_ca_system_score_gemma":0.005881269,"threshold_uncertainty_score":0.9997545},"labels":[],"label_agreement":null},{"id":"W568767589","doi":"10.1007/s00127-015-1076-4","title":"Greater number of group identifications is associated with lower odds of being depressed: evidence from a Scottish community sample","year":2015,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Community Based Research Centre","funders":"Economic and Social Research Council","keywords":"Depression (economics); Medical prescription; Odds; Psychiatry; Odds ratio; Epidemiology; Medicine; Identification (biology); Clinical psychology; Psychology; Logistic regression","score_opus":0.13318797615175326,"score_gpt":0.4183094933425121,"score_spread":0.28512151719075884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W568767589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879116,0.0027072292,0.0010529744,0.0024594755,0.0024229577,0.00048974605,0.0003481302,0.000050609768,0.0025573163],"genre_scores_gemma":[0.9951928,0.00009946213,0.0030334578,0.00082989485,0.0003699703,0.000077266006,0.00018536749,0.0000330908,0.00017865648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949442,0.0026400217,0.001168427,0.0005189242,0.00020617523,0.0005222097],"domain_scores_gemma":[0.9954301,0.0024718973,0.0011249953,0.0005765658,0.00017668461,0.00021974917],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00221978,0.00031438813,0.00097141525,0.0001291024,0.0005459456,0.000011686719,0.00043298156,0.0004609357,0.0006651935],"category_scores_gemma":[0.00040633584,0.00027337708,0.0001846083,0.0006117149,0.000498315,0.00020761756,0.000090813075,0.0005579453,0.000028559421],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006971078,0.00090140227,0.9738505,0.00008420427,0.0004219174,0.0000010191385,0.005392113,6.1149854e-7,0.0000034090754,0.00848652,0.009306344,0.0008548599],"study_design_scores_gemma":[0.0023124223,0.00058048934,0.9077621,0.000189472,0.00039438053,0.000007793806,0.002464302,0.000010594923,0.0000038783514,0.08591103,0.00008578657,0.00027774082],"about_ca_topic_score_codex":0.019878773,"about_ca_topic_score_gemma":0.0019465005,"teacher_disagreement_score":0.07742451,"about_ca_system_score_codex":0.000050581857,"about_ca_system_score_gemma":0.00008791289,"threshold_uncertainty_score":0.99997187},"labels":[],"label_agreement":null},{"id":"W5738717","doi":"10.1177/070674371005500504","title":"Comparing Mental Health of Francophone Populations in Canada, France, and Belgium: 12-Month Prevalence Rates of Common Mental Disorders (Part 1)","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke; University of Saskatchewan","funders":"National Institute on Drug Abuse; National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"French; Mental health; Epidemiology; Alcohol abuse; Psychiatry; Anxiety; Depression (economics); Alcohol dependence; Population; Medicine; Demography; Gerontology; Psychology; Environmental health; Geography; Sociology","score_opus":0.026397688390684588,"score_gpt":0.3201130362812614,"score_spread":0.29371534789057685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W5738717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97902185,0.0067153345,7.6570035e-7,0.0075553195,0.005616426,0.00033627983,0.00014159708,0.0000011497519,0.0006112803],"genre_scores_gemma":[0.99915767,0.00008010066,0.00023226034,0.000323948,0.00009725875,0.0000057232305,0.00001037097,0.000011312134,0.00008134949],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986138,0.00010849507,0.0006946816,0.00010956509,0.00017421212,0.00029930053],"domain_scores_gemma":[0.9988752,0.000032323584,0.00058235775,0.00018375221,0.000022409806,0.00030396358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034024287,0.0001232646,0.00033585166,0.00015367936,0.00028219452,0.000008684256,0.0002571361,0.000043414904,0.00041132743],"category_scores_gemma":[0.0000033050146,0.00009957942,0.00004478314,0.00018374919,0.000148198,0.00008509716,0.000011647894,0.00035546438,8.798301e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058771187,0.00008435199,0.9888127,0.000082734805,0.000032219166,0.0000013753323,0.0015777082,0.000010466002,0.0000055288956,0.0009081774,0.0065272623,0.0018987126],"study_design_scores_gemma":[0.0012637909,0.00016533659,0.9951628,0.00019767958,0.000010229435,0.000027393125,0.0017381414,0.00003099762,0.000010824847,0.0007085827,0.0006067402,0.00007747982],"about_ca_topic_score_codex":0.97240525,"about_ca_topic_score_gemma":0.9998407,"teacher_disagreement_score":0.027435463,"about_ca_system_score_codex":0.00015877097,"about_ca_system_score_gemma":0.0015951183,"threshold_uncertainty_score":0.4503747},"labels":[],"label_agreement":null},{"id":"W601754225","doi":"10.1177/070674371506000106","title":"Descriptive Epidemiology of Major Depressive Disorder in Canada in 2012","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":194,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Mental Health Commission","keywords":"Major depressive disorder; Psychiatry; Mental health; Suicidal ideation; Epidemiology; Substance abuse; Medicine; Alcohol abuse; Alcohol use disorder; Psychiatric epidemiology; Anxiety; Population; Cannabis; Clinical psychology; Psychology; Poison control; Suicide prevention; Environmental health; Alcohol","score_opus":0.05418866288919866,"score_gpt":0.33669405909656736,"score_spread":0.2825053962073687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W601754225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9627275,0.01818449,0.000008028337,0.01279922,0.0036044293,0.0001946376,0.000026397838,7.0125236e-7,0.0024546043],"genre_scores_gemma":[0.99853516,0.000009551382,0.0002298149,0.0008680984,0.0001295327,0.000008013816,0.0000021733858,0.00001044787,0.00020721644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821013,0.00047829328,0.0006788495,0.00010512562,0.00009859039,0.0004290068],"domain_scores_gemma":[0.99871737,0.00015457216,0.00044468296,0.00017983321,0.00006505294,0.0004384886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083475636,0.000110964975,0.0003424996,0.00023335194,0.0000586395,0.0000026654448,0.00029762744,0.000074042866,0.0003500817],"category_scores_gemma":[0.00007197986,0.00007753657,0.000044656583,0.00022617013,0.000088357745,0.00009058426,0.0000092052705,0.00036275265,0.000008435774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001137254,0.000034785277,0.976384,0.000008503146,0.000034711255,0.0000824915,0.0012061568,0.00006913748,8.872404e-8,0.0053604404,0.0155548295,0.0011511417],"study_design_scores_gemma":[0.0021928041,0.0001304491,0.9706677,0.00009617189,0.00002148848,0.00010909159,0.006019099,0.0000069569687,0.0000015007903,0.01996151,0.0007062262,0.00008698556],"about_ca_topic_score_codex":0.9963052,"about_ca_topic_score_gemma":0.99996585,"teacher_disagreement_score":0.035807658,"about_ca_system_score_codex":0.0007893414,"about_ca_system_score_gemma":0.0063499776,"threshold_uncertainty_score":0.9992831},"labels":[],"label_agreement":null},{"id":"W620081276","doi":"10.1017/cbo9781139136341.016","title":"Systems of development","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Low and middle income countries; Business; Geography; Economics; Economic growth; Developing country","score_opus":0.04173990786047274,"score_gpt":0.261492003121234,"score_spread":0.21975209526076125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W620081276","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012883865,0.00043768866,0.00020301834,0.0000024248602,0.00091496995,0.00065594475,0.0001050821,0.00006696668,0.9963255],"genre_scores_gemma":[0.02322169,0.000015880463,0.000037839374,0.00002083355,0.00009989051,0.0000026414657,0.000087301676,0.000037415164,0.9764765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998778,0.00004838167,0.00030475156,0.0003954164,0.00021417282,0.00025926932],"domain_scores_gemma":[0.9988354,0.000060694892,0.00040432025,0.0004682384,0.00008564269,0.00014569375],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010548235,0.00029913825,0.0004904493,0.00016886994,0.00013949655,0.000011490204,0.00038148445,0.00035018896,0.00003738256],"category_scores_gemma":[9.416082e-7,0.00032357045,0.00011341195,0.000004685527,0.000119248296,0.000020428819,0.00016232798,0.00021153889,0.00011352375],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012862029,0.000019973497,0.000015894146,0.00035723654,0.00026651917,0.00011704122,0.000119732256,3.2442108e-7,0.000002916101,0.96358764,0.029063378,0.006320703],"study_design_scores_gemma":[0.00079829275,0.00007170906,0.00011588147,0.00032232492,0.00012947491,0.000009585491,0.000050913524,0.000002611957,0.00010679025,9.632276e-7,0.9981116,0.0002798363],"about_ca_topic_score_codex":0.00038365377,"about_ca_topic_score_gemma":0.00000208253,"teacher_disagreement_score":0.96904826,"about_ca_system_score_codex":0.00018982985,"about_ca_system_score_gemma":0.000056573554,"threshold_uncertainty_score":0.9999216},"labels":[],"label_agreement":null},{"id":"W621893463","doi":"10.1093/med/9780199797639.001.0001","title":"Paradigms Lost: Fighting Stigma and the Lessons Learned","year":2012,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":196,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Stigma (botany); Opportunism; Perspective (graphical); Mental illness; Psychology; Public relations; Political science; Mental health; Computer science; Psychotherapist; Psychiatry; Law; Artificial intelligence","score_opus":0.07843680987296536,"score_gpt":0.3188945715962217,"score_spread":0.24045776172325634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W621893463","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010041088,0.0014258971,0.0000194101,0.00027811067,0.00049224927,0.000881039,0.00013087252,0.00007045058,0.99569786],"genre_scores_gemma":[0.008001069,0.00036236894,0.000027164304,0.00014255187,0.00026214775,0.000005658979,0.00007834265,0.000039364266,0.99108136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984348,0.00023796217,0.00019045535,0.00044270107,0.0001881401,0.0005059741],"domain_scores_gemma":[0.99860847,0.00036112065,0.00030297416,0.00050821865,0.000027177517,0.00019206008],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002295943,0.0003456489,0.0004435032,0.000094381925,0.00067239185,0.000050962248,0.0004672697,0.0003968658,0.00031255878],"category_scores_gemma":[0.0000036629888,0.00027030575,0.00014086967,0.000013328836,0.00045222632,0.00008888537,0.0003266288,0.00056436576,0.000019536696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006725338,0.00004218943,0.000058076534,0.00013073672,0.00031544667,0.000094905525,0.0021926532,1.9706991e-7,3.6800066e-7,0.9180371,0.019602858,0.058852933],"study_design_scores_gemma":[0.0029861627,0.000043130505,0.00016360449,0.000116435534,0.0003700584,0.000015714624,0.00021448139,0.000006006895,0.000006265695,0.0010009357,0.9948073,0.00026992083],"about_ca_topic_score_codex":0.0002515695,"about_ca_topic_score_gemma":0.000036481837,"teacher_disagreement_score":0.9752044,"about_ca_system_score_codex":0.00015778808,"about_ca_system_score_gemma":0.000052652755,"threshold_uncertainty_score":0.9999749},"labels":[],"label_agreement":null},{"id":"W624940963","doi":"10.1007/978-94-007-0086-4","title":"Ethical Issues in Prison Psychiatry","year":2013,"lang":"en","type":"book","venue":"International library of ethics, law, and the new medicine/˜The œinternational library of ethics, law, and the new medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prison; Psychiatry; Psychology; Ethical issues; Criminology; Engineering ethics; Engineering","score_opus":0.035666550426906446,"score_gpt":0.35851956155544773,"score_spread":0.32285301112854126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W624940963","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001707116,0.024186013,0.000051575586,0.5329665,0.0078882715,0.0010719926,0.00011647986,0.00006611245,0.43348238],"genre_scores_gemma":[0.040645774,0.030415935,0.0004825374,0.19565995,0.0169158,0.00010106006,0.0013849261,0.00022126222,0.7141728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99111706,0.0016870513,0.0027755185,0.001079979,0.0027540128,0.00058637717],"domain_scores_gemma":[0.9798329,0.016536072,0.0018798286,0.0010176972,0.00026871794,0.0004648054],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004629542,0.0009641295,0.0019736069,0.00049368583,0.0005153242,0.00014610072,0.00338244,0.0021811181,0.008490111],"category_scores_gemma":[0.00084899465,0.00050756976,0.00037836158,0.00023036747,0.014025761,0.0010503836,0.00092398835,0.0062887045,0.000034234687],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002708773,0.000098760436,0.0001998715,0.00028002018,0.00078142376,0.000014731472,0.011021643,0.0000016746882,0.0000025868828,0.64315265,0.34071738,0.0010205036],"study_design_scores_gemma":[0.0117188655,0.00034011473,0.0002224993,0.0035694565,0.00022694295,0.00006122665,0.001012965,0.00008008137,0.000020863512,0.5311081,0.45136085,0.00027806978],"about_ca_topic_score_codex":0.012928342,"about_ca_topic_score_gemma":0.0013658255,"teacher_disagreement_score":0.33730653,"about_ca_system_score_codex":0.0000537961,"about_ca_system_score_gemma":0.0009630649,"threshold_uncertainty_score":0.9997376},"labels":[],"label_agreement":null},{"id":"W6807504","doi":"10.1503/cmaj.080126","title":"Battling depression","year":2008,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Coalition for Research in Women's Health; University Health Network; University of Toronto","funders":"","keywords":"Depression (economics); Multidisciplinary approach; Collaborative Care; Primary care; Psychotherapist; Medicine; Psychiatry; Psychology; Cognition; Family medicine","score_opus":0.02185414460550026,"score_gpt":0.32198437008637126,"score_spread":0.300130225480871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6807504","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039044942,0.0016500015,0.000011304588,0.93269354,0.012111807,0.00020769473,0.00006763001,0.00003453032,0.049319007],"genre_scores_gemma":[0.003048841,0.0003082356,0.000026133272,0.93592733,0.03674826,0.000025198608,0.00020207392,0.00005134662,0.023662578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99599355,0.0004186205,0.00059521204,0.00028449652,0.0017184161,0.0009896779],"domain_scores_gemma":[0.99747247,0.0003248156,0.0004987379,0.00016903541,0.00016906069,0.0013658918],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00075614586,0.00023717748,0.00035840372,0.00032889968,0.0007494195,0.0000870977,0.000431074,0.002774307,0.048443604],"category_scores_gemma":[0.00026806165,0.00020877236,0.00016942831,0.00015170786,0.000031000032,0.0000863251,0.00001657656,0.005740674,0.0028624355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026876899,0.000011897787,0.012470984,0.00000933913,0.0001097695,0.011054784,0.00015967534,6.054107e-8,2.3714595e-8,0.0000036649283,0.93247354,0.04370355],"study_design_scores_gemma":[0.0006672661,0.000024432291,0.0053022155,0.00014202119,0.00002841727,0.0015012455,0.000047576228,0.00000428188,4.2622307e-7,0.000037047997,0.99205405,0.00019102725],"about_ca_topic_score_codex":0.0084170345,"about_ca_topic_score_gemma":0.005707188,"teacher_disagreement_score":0.05958048,"about_ca_system_score_codex":0.002035492,"about_ca_system_score_gemma":0.0014528366,"threshold_uncertainty_score":0.9985203},"labels":[],"label_agreement":null},{"id":"W68730201","doi":"10.1177/070674370905401007","title":"Prevalence, Risk Factors, and Use of Health Care in Depression: A Survey in a Large Region of France between 1991 and 2005","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychiatry; Medicine; Epidemiology; Demography; Health care; Psychology","score_opus":0.03914866488565735,"score_gpt":0.3350478494441599,"score_spread":0.2958991845585025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W68730201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96330786,0.03509468,0.0000027870337,0.0009470662,0.00022681421,0.00021742636,0.00017372695,8.325349e-7,0.000028803643],"genre_scores_gemma":[0.9992202,0.00046836893,0.00008934391,0.00013593727,0.000043660497,8.634667e-7,0.0000067392402,0.000005780909,0.000029131796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984686,0.0005200779,0.0005376095,0.000112197056,0.0000935452,0.0002679907],"domain_scores_gemma":[0.99892914,0.00011057057,0.00055753137,0.00015282116,0.000030048668,0.00021988958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007306823,0.000098735996,0.00031422338,0.00024419528,0.00010192744,0.000009546776,0.00012757356,0.00007796,0.000019757883],"category_scores_gemma":[0.00002041552,0.00006802878,0.000029453839,0.00017287469,0.000057364337,0.00009995136,0.0000055350943,0.00026546704,1.784409e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073160656,0.000036987705,0.99132156,0.00006824541,0.000012852829,0.0000054280376,0.0027896136,0.0000015095545,6.153381e-8,0.00006985069,0.0006016364,0.0050190603],"study_design_scores_gemma":[0.0010973642,0.000289068,0.9971959,0.00041489967,0.000013199902,0.000013101017,0.0004525643,8.305671e-7,0.0000010056707,0.00031040056,0.00016093232,0.000050761606],"about_ca_topic_score_codex":0.16392611,"about_ca_topic_score_gemma":0.7078383,"teacher_disagreement_score":0.54391223,"about_ca_system_score_codex":0.000059970025,"about_ca_system_score_gemma":0.00029553781,"threshold_uncertainty_score":0.84164137},"labels":[],"label_agreement":null},{"id":"W6884729368","doi":"10.1192/j.eurpsy.2023.248","title":"Qualitative study on the factors leading to variation in experience of the Foundation Psychiatry Fellowship of the Royal College of Psychiatrists","year":2023,"lang":"en","type":"article","venue":"PubMed Central","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Leibniz-Gemeinschaft; Koç Üniversitesi; Universitas Padjadjaran; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición; Universität Bremen; Freie Universität Berlin; Sorbonne Université; Institut National de la Santé et de la Recherche Médicale; Karolinska Institutet; Università degli Studi di Verona; Universitat Jaume I; Sapienza Università di Roma; Universität Zürich; York University; University of New South Wales; New York University Shanghai; Universiteit Stellenbosch; Yale University","keywords":"Foundation (evidence); Enthusiasm; Thematic analysis; Qualitative research; Service (business); Qualitative analysis","score_opus":0.08136873843436082,"score_gpt":0.40286663689721713,"score_spread":0.3214978984628563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884729368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925548,0.000010830328,0.000006176132,0.0012456134,0.0032642544,0.0021362172,0.000053360105,0.000008803779,0.00071998895],"genre_scores_gemma":[0.999141,5.537843e-7,0.000006862357,0.00006195376,0.000048231333,0.00029445885,0.0000034453437,0.000008874231,0.0004346596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979069,0.0007134228,0.0004394756,0.00019617457,0.00032055934,0.000423459],"domain_scores_gemma":[0.9989621,0.0003284166,0.00030872363,0.00032713756,0.000023239336,0.000050384002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082324864,0.00010909243,0.00017352034,0.0000805567,0.00012587977,0.0000055034407,0.0003651926,0.000044046916,0.000061838655],"category_scores_gemma":[0.00010370751,0.00005699534,0.00007503029,0.0008853929,0.00006856488,0.000042747546,0.000047069156,0.00011467884,0.0000062303125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016706108,0.0005584674,0.7560255,0.000020536289,0.000032687203,1.3437469e-7,0.23579074,0.000043127493,0.000019429415,0.0067593027,0.00040130987,0.00018171288],"study_design_scores_gemma":[0.00055657636,0.00009910451,0.8808973,0.000027006388,0.00001364682,5.3651174e-8,0.11760494,0.000010939677,0.000272442,0.0004626933,0.000011200874,0.000044122895],"about_ca_topic_score_codex":0.00074703933,"about_ca_topic_score_gemma":0.0008789758,"teacher_disagreement_score":0.12487178,"about_ca_system_score_codex":0.000119370095,"about_ca_system_score_gemma":0.00004554287,"threshold_uncertainty_score":0.23242027},"labels":[],"label_agreement":null},{"id":"W6885060430","doi":"10.13140/rg.2.2.23760.84484","title":"Enquête sur l’utilisation et les besoins de services de santé mentale à l’Université de Sherbrooke : Synthèse des résultats présentée au Secrétariat général de l’Université de Sherbrooke","year":2021,"lang":"fr","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lafora disease","score_opus":0.021915127002520695,"score_gpt":0.3024474477899204,"score_spread":0.2805323207873997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885060430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9293195,0.0085005555,0.0010119332,0.0034480195,0.0006177443,0.00076058245,0.0002725966,0.00020692554,0.055862136],"genre_scores_gemma":[0.9087821,0.005710446,0.0047194893,0.0021705478,0.0003637562,0.000046943795,0.0004993154,0.00011610376,0.07759127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99410504,0.0015204811,0.00059967703,0.0010104092,0.00039591818,0.0023684856],"domain_scores_gemma":[0.99733526,0.00061465293,0.0002959702,0.00060649624,0.0001352552,0.0010123416],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009906794,0.0007128179,0.0006236269,0.00022779679,0.0016849297,0.00016745405,0.0006368302,0.0008414559,0.01487257],"category_scores_gemma":[0.0000328114,0.00085140695,0.00035962168,0.00045728887,0.0003257733,0.0007475491,0.00062703347,0.00054913515,0.0003057461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015292823,0.002498148,0.84844226,0.0024441413,0.00086931523,0.0026911902,0.08452214,0.0005088167,0.022107502,0.0068915365,0.007358327,0.020137325],"study_design_scores_gemma":[0.007767556,0.0005043747,0.8218113,0.0012745557,0.001099997,0.0012808216,0.036424074,0.0062043644,0.09415204,0.0022959255,0.026034057,0.0011508884],"about_ca_topic_score_codex":0.077891044,"about_ca_topic_score_gemma":0.24364935,"teacher_disagreement_score":0.16575831,"about_ca_system_score_codex":0.012755044,"about_ca_system_score_gemma":0.0008719795,"threshold_uncertainty_score":0.9996147},"labels":[],"label_agreement":null},{"id":"W6886080504","doi":"10.14288/1.0348089","title":"Mental Health Services PROVINCES OF BRITISH COLUMBIA ANNUAL REPORT FOR TWELVE MONTHS ENDED MARCH 31ST 1952","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Annual report; Mental health; Public health; Health services","score_opus":0.015031169677758204,"score_gpt":0.2767073542195549,"score_spread":0.2616761845417967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886080504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98350394,0.000583799,0.000019303627,0.00036714863,0.00076769467,0.0021164876,0.0077172834,0.0000638127,0.0048605595],"genre_scores_gemma":[0.9815273,0.00014335138,0.00045249163,0.000081041086,0.00008146694,0.000015056754,0.0005940744,0.000027672384,0.017077524],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977114,0.00010024911,0.0004434876,0.0007631491,0.00038896655,0.00059274933],"domain_scores_gemma":[0.99757355,0.00005417877,0.0011321007,0.00071807165,0.00025849353,0.00026359095],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004873411,0.000083379455,0.0006412752,0.000039891223,0.0015119322,0.0003039496,0.00088775373,0.00018180184,0.00044731112],"category_scores_gemma":[0.0000100900115,0.00032962524,0.000221481,0.00010513246,0.0005052767,0.0006824723,0.0002869236,0.00014102744,0.000011972653],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016693011,0.0011152271,0.27402875,0.0012642712,0.0002388711,0.00073861657,0.0013479096,1.4331586e-7,0.000018426239,0.0000023596467,0.060143974,0.6609345],"study_design_scores_gemma":[0.0045338273,0.00061029964,0.9798632,0.00059997407,0.00005159785,0.00031776977,0.009520749,0.000016446427,6.5534306e-7,0.00016744935,0.0040723938,0.00024560644],"about_ca_topic_score_codex":0.93937963,"about_ca_topic_score_gemma":0.97518855,"teacher_disagreement_score":0.70583445,"about_ca_system_score_codex":0.00017707482,"about_ca_system_score_gemma":0.00017791516,"threshold_uncertainty_score":0.9999156},"labels":[],"label_agreement":null},{"id":"W6888956914","doi":"10.25384/sage.14525854.v1","title":"Supplemental Material, sj-docx-2-cpa-10.1177_07067437211011852 - The Incidence of Psychotic Disorders and Area-level Marginalization in Ontario, Canada: A Population-based Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Incidence (geometry); Cohort; Cohort study; Epidemiology","score_opus":0.03655489568009082,"score_gpt":0.3167069695080798,"score_spread":0.280152073827989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888956914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9370954,0.00005789647,5.1178836e-7,0.00017059845,0.00017880245,0.0014108715,0.06010694,0.0000106989555,0.0009682922],"genre_scores_gemma":[0.90224,9.151928e-7,0.0000127755575,0.00012277937,0.000015230387,0.00038468937,0.0963752,0.000014228674,0.0008341954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858594,0.00013352575,0.00035891923,0.00038304768,0.00029508545,0.0002434773],"domain_scores_gemma":[0.99929994,0.000095746,0.0001842865,0.0002884661,0.000076780605,0.000054762128],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009061994,0.0001704825,0.00024963118,0.000058944785,0.00015282726,0.000036538153,0.00014429259,0.000051898423,0.49991813],"category_scores_gemma":[0.00004970866,0.00014578605,0.000025651781,0.0002535356,0.000009699935,0.00009585229,0.000053429547,0.00011388517,0.000020921216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008569918,0.0002897094,0.95666534,0.000041397027,0.000035913316,0.00003487434,0.00050921366,0.000008468396,0.00000251353,0.000016497705,0.04214916,0.00016119036],"study_design_scores_gemma":[0.0010921336,0.00012519414,0.99676734,0.00018655535,0.000023790151,0.0000037122293,0.00078495045,0.000036457295,0.000037880494,0.000046614146,0.00076344446,0.00013191394],"about_ca_topic_score_codex":0.90073687,"about_ca_topic_score_gemma":0.99577224,"teacher_disagreement_score":0.4998972,"about_ca_system_score_codex":0.0007109033,"about_ca_system_score_gemma":0.00036000504,"threshold_uncertainty_score":0.5944982},"labels":[],"label_agreement":null},{"id":"W6889054292","doi":"10.25384/sage.14363675","title":"Supplemental Material, sj-docx-1-cpa-10.1177_07067437211004882 - Looking beyond Administrative Health Care Data: The Role of Socioeconomic Status in Predicting Future High-cost Patients with Mental Health and Addiction: Voir au-delà des données administratives des soins de santé : le rôle du statut socio-économique pour prédire les patients à coût élevé en santé mentale et dépendance","year":2021,"lang":"fr","type":"article","venue":"Sage Journals Data","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Mental health; Mental health care; Health care; Public health","score_opus":0.04188928192936018,"score_gpt":0.365418829779406,"score_spread":0.3235295478500458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889054292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73285,0.04344125,0.00003102231,0.0037716464,0.00049463415,0.0017110595,0.21748975,0.000021627497,0.0001889717],"genre_scores_gemma":[0.91426945,0.028471496,0.0023466863,0.00045186686,0.00057194877,0.000066738874,0.053649433,0.00008755828,0.000084834974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925985,0.002603872,0.0017162634,0.0012664102,0.0003580932,0.0014569096],"domain_scores_gemma":[0.99601084,0.00042094506,0.0018868052,0.0009240364,0.00015056953,0.0006067889],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015873815,0.0007288471,0.0010471643,0.00014208577,0.0023839544,0.000384606,0.0009629151,0.00023708511,0.0035828112],"category_scores_gemma":[0.000044571552,0.00064248056,0.00008339015,0.0001923849,0.00090000965,0.0027161587,0.0011104606,0.00074725045,0.0000069092393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012036856,0.00226251,0.77919966,0.0006807652,0.0006578382,0.00003610113,0.07441502,0.000003968948,0.000040205367,0.000105797546,0.006120004,0.13527445],"study_design_scores_gemma":[0.00855373,0.0018629954,0.6139537,0.0023915952,0.00011595203,0.00007530181,0.3631565,0.000053102554,0.0005780243,0.00020778787,0.008567015,0.00048431213],"about_ca_topic_score_codex":0.013218105,"about_ca_topic_score_gemma":0.09576169,"teacher_disagreement_score":0.28874147,"about_ca_system_score_codex":0.0026545564,"about_ca_system_score_gemma":0.0072821435,"threshold_uncertainty_score":0.9996027},"labels":[],"label_agreement":null},{"id":"W6889093742","doi":"10.25384/sage.17113155","title":"sj-docx-1-cpa-10.1177_07067437211055430 - Supplemental material for Perceived Need for Mental Health Care and Associated Factors and Outcomes in Older Adults Consulting in Primary Care","year":2021,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary care; Mental health care; Mental health; Health care; Primary health care; Self care","score_opus":0.04672786432508902,"score_gpt":0.39427740233881947,"score_spread":0.34754953801373045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889093742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91552347,0.009414673,0.0000024626831,0.00082068366,0.00051571,0.0021321739,0.0715026,0.000017774199,0.00007044191],"genre_scores_gemma":[0.93961126,0.0007176475,0.00056405173,0.00044839105,0.00007550356,0.000088832116,0.05828474,0.00003947132,0.0001701039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754137,0.00021655523,0.0007858542,0.0006188643,0.00018248841,0.0006548843],"domain_scores_gemma":[0.99883235,0.00029077084,0.0003187715,0.00030944907,0.00006640334,0.00018227859],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004131027,0.00029569378,0.00065760553,0.00015962315,0.00036004552,0.0001423364,0.00023302935,0.00013843211,0.0022868596],"category_scores_gemma":[0.00006496467,0.00026210578,0.000056167602,0.00012350896,0.000041100433,0.00038005834,0.00028484437,0.00018496225,0.0000013661543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008445139,0.0004593596,0.90236795,0.00073697185,0.0001495633,0.00004981466,0.03722249,5.9274797e-8,0.0002928792,0.0000014972508,0.005792027,0.0520829],"study_design_scores_gemma":[0.020361088,0.000314726,0.86824757,0.0011017763,0.000039850645,0.00001860464,0.10875573,0.000015541922,0.00016560772,0.000005931786,0.00070628594,0.00026730783],"about_ca_topic_score_codex":0.0014066106,"about_ca_topic_score_gemma":0.0055290097,"teacher_disagreement_score":0.07153324,"about_ca_system_score_codex":0.0005009809,"about_ca_system_score_gemma":0.00013024545,"threshold_uncertainty_score":0.99998313},"labels":[],"label_agreement":null},{"id":"W6889100776","doi":"10.25384/sage.22959789.v1","title":"sj-docx-1-tps-10.1177_13634615231167067 - Supplemental material for Engaging with care in an early intervention for psychosis program: The role of language, communication, and culture","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Psychosis; Intervention (counseling); Early psychosis; Mental health care","score_opus":0.04143724655141713,"score_gpt":0.4155978468549319,"score_spread":0.3741606003035148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889100776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7886048,0.0007462845,3.1377448e-7,0.00016515407,0.000053736203,0.0033280547,0.20664145,0.0000804326,0.00037975836],"genre_scores_gemma":[0.73703223,0.0000020671034,0.00020418968,0.000025074394,0.000043195625,0.005607501,0.2567869,0.000018300689,0.00028051127],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99925214,0.000078485195,0.0001987228,0.00019202895,0.000070812246,0.00020782436],"domain_scores_gemma":[0.99946606,0.0000613522,0.000116120435,0.0002408975,0.00008152726,0.000034019464],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007092367,0.000109825385,0.00012400147,0.000057250443,0.00017952378,0.000060959843,0.00020533134,0.000058791742,0.019979976],"category_scores_gemma":[0.000012119427,0.00007712629,0.00004196121,0.00013756331,0.000012564728,0.00013560605,0.000049093054,0.00006605967,0.000023405124],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003262093,0.0012710012,0.04768454,0.0026258144,0.00024036267,0.000006478863,0.15096089,0.000001613722,0.00028715102,0.0004941978,0.32599926,0.4671666],"study_design_scores_gemma":[0.025805918,0.011189415,0.27000263,0.005776599,0.00022928661,0.0000145679205,0.33442676,0.00044773796,0.015815096,0.00079901516,0.33439323,0.0010997322],"about_ca_topic_score_codex":0.00030012053,"about_ca_topic_score_gemma":0.0016298012,"teacher_disagreement_score":0.46606687,"about_ca_system_score_codex":0.00002564493,"about_ca_system_score_gemma":0.000004329023,"threshold_uncertainty_score":0.9809159},"labels":[],"label_agreement":null},{"id":"W6889117953","doi":"10.25384/sage.24454094","title":"sj-docx-1-isp-10.1177_00207640231206053 – Supplemental material for The effect of non-medical cannabis retailer proximity on use of mental health services for psychotic disorders in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Cannabis; Schizophrenia (object-oriented programming); Psychosis; Social environment; Social psychiatry","score_opus":0.042839303758766524,"score_gpt":0.38337717535501137,"score_spread":0.3405378715962448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889117953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9487162,0.00033870534,0.000017093349,0.00734836,0.002156779,0.004780392,0.03659405,0.000012291271,0.00003608537],"genre_scores_gemma":[0.9860874,0.00038136946,0.00008003419,0.0005851341,0.00015651764,0.0005390171,0.011142464,0.00004842815,0.0009796453],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99709785,0.00024618293,0.000928439,0.000454449,0.0005944295,0.0006786618],"domain_scores_gemma":[0.9979547,0.00053387915,0.00051767216,0.00076015084,0.000025306386,0.000208279],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017551467,0.00026472108,0.00056831876,0.0001364197,0.00029068053,0.00004152033,0.0009266864,0.00010176405,0.018053384],"category_scores_gemma":[0.000029745723,0.0001798383,0.00009471976,0.00023647297,0.00007032419,0.00028931737,0.00020126316,0.00023909323,0.0000060481334],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008531993,0.0007980949,0.22609438,0.0018182669,0.0006037563,0.000021628555,0.0023084779,0.000010551236,0.00010013617,0.0000075167045,0.6619934,0.09771183],"study_design_scores_gemma":[0.024473393,0.0067602983,0.83982456,0.003449177,0.00022582861,0.000028439486,0.0025361371,0.002074328,0.0009857937,0.00008850654,0.11896504,0.00058850646],"about_ca_topic_score_codex":0.91535056,"about_ca_topic_score_gemma":0.9890596,"teacher_disagreement_score":0.6137302,"about_ca_system_score_codex":0.00035211974,"about_ca_system_score_gemma":0.00043937797,"threshold_uncertainty_score":0.98284423},"labels":[],"label_agreement":null},{"id":"W6889147810","doi":"10.25384/sage.22202258","title":"sj-docx-1-cpa-10.1177_07067437231156243 - Supplemental material for A Collaborative-Care Telephone-Based Intervention for Depression, Anxiety, and at-Risk Drinking in Primary Care: The PARTNERs Randomized Clinical Trial","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); Primary care; Brief intervention; Clinical trial; Alternative medicine","score_opus":0.10454031252995452,"score_gpt":0.47004163234051677,"score_spread":0.3655013198105622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889147810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94830173,0.008751862,0.00054773013,0.0007790426,0.0034058269,0.011703107,0.026259629,0.0000658858,0.00018520039],"genre_scores_gemma":[0.9468585,0.0032947822,0.0012347887,0.00031032835,0.0013979088,0.002946122,0.04339654,0.0000776144,0.00048340557],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9953226,0.0016115641,0.0015100635,0.0007083248,0.00029265776,0.00055480207],"domain_scores_gemma":[0.9961187,0.0021065285,0.00084687566,0.00067895825,0.00010605768,0.00014285104],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0058395653,0.00028850324,0.00081066246,0.00017133685,0.0006794284,0.00022463099,0.0006346349,0.0001941321,0.0034341773],"category_scores_gemma":[0.00029936546,0.00019751328,0.000267633,0.00031546305,0.0001541635,0.00032698008,0.0004904749,0.00024938709,0.000019520823],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.64883286,0.000399565,0.030891353,0.00028155552,0.00033293114,0.000022088825,0.002089353,0.0000027323053,0.00006229857,0.00000486383,0.06762462,0.24945575],"study_design_scores_gemma":[0.94265956,0.00087028934,0.010890727,0.00078043167,0.0004923805,0.000009132897,0.006172575,0.00028861267,0.00042953488,0.00020524304,0.036860798,0.0003407132],"about_ca_topic_score_codex":0.0001501913,"about_ca_topic_score_gemma":0.000866417,"teacher_disagreement_score":0.29382667,"about_ca_system_score_codex":0.00019669933,"about_ca_system_score_gemma":0.000116093026,"threshold_uncertainty_score":0.9974768},"labels":[],"label_agreement":null},{"id":"W6889150599","doi":"10.25384/sage.13296900","title":"Supplemental Material, sj-pdf-1-cpa-10.1177_0706743720974824 - Prevalence of Mental Ill-Health in a Cohort of First Responders Attending the Fort McMurray Fire: Prévalence De Mauvaise Santé Mentale Dans Une Cohorte De Premiers Intervenants Dans L’incendie De Fort Mcmurray","year":2021,"lang":"fr","type":"article","venue":"Sage Journals Data","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cohort; Cohort study; Mental health; Epidemiology","score_opus":0.04443986600067864,"score_gpt":0.396717439702201,"score_spread":0.3522775737015224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889150599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9094052,0.030255439,0.00054915174,0.006218502,0.0019605218,0.003050179,0.04734562,0.000031132215,0.0011842573],"genre_scores_gemma":[0.8907796,0.09687234,0.0017824944,0.00058917893,0.00025469429,0.00020151128,0.0027776293,0.00012452988,0.0066180318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9899565,0.0022430304,0.0030233087,0.0013787912,0.000988698,0.0024096665],"domain_scores_gemma":[0.99445015,0.00049687485,0.0020818505,0.0021595682,0.00011046573,0.00070107816],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0066774497,0.0008078809,0.0013418673,0.00028585742,0.0009159949,0.00016195094,0.0027347591,0.00036983905,0.0349343],"category_scores_gemma":[0.00018967722,0.0007447972,0.00034746344,0.0010160123,0.0009734767,0.0012396887,0.0013516194,0.0008898876,0.000039320046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015845106,0.0033385945,0.8700736,0.0041503045,0.0011833708,0.0011219977,0.018604947,0.000022631646,0.011641449,0.000020494928,0.063741006,0.024517084],"study_design_scores_gemma":[0.009301598,0.0016587498,0.85087514,0.028340416,0.0013604511,0.0034166966,0.05484501,0.002172928,0.03237582,0.0003279432,0.014057994,0.0012672822],"about_ca_topic_score_codex":0.008913208,"about_ca_topic_score_gemma":0.0075843134,"teacher_disagreement_score":0.0666169,"about_ca_system_score_codex":0.003679717,"about_ca_system_score_gemma":0.0011448937,"threshold_uncertainty_score":0.99950033},"labels":[],"label_agreement":null},{"id":"W6889173580","doi":"10.25384/sage.6242990.v1","title":"Supplemental_Tables - Associations between Depression and Health Behaviour Change: Findings from 8 Cycles of the Canadian Community Health Survey","year":2018,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Community health; Mental health; Public health; Population health","score_opus":0.3674023123200532,"score_gpt":0.4967539804984143,"score_spread":0.12935166817836108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889173580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8944216,0.0060931174,0.0000066065463,0.003917707,0.00034023478,0.00053155964,0.09459,0.000008447778,0.00009075591],"genre_scores_gemma":[0.990929,0.0006824521,0.00009327798,0.0013730392,0.00017707644,0.000008323037,0.0066775065,0.000014932157,0.0000443586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708825,0.0015117959,0.0005098428,0.00021278507,0.00023697826,0.00044037154],"domain_scores_gemma":[0.9979799,0.00025755118,0.0005165056,0.0008488925,0.000039531496,0.00035763418],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003629433,0.00012857736,0.00031775908,0.00009623041,0.0023650827,0.00007365152,0.0008137646,0.000083072555,0.0014433471],"category_scores_gemma":[0.000041566585,0.00009638047,0.000023764587,0.00020706927,0.00010100533,0.0002890275,0.0004465284,0.00040937346,0.000010467309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004917325,0.00008131628,0.948956,0.000006641226,0.000043047472,4.3742105e-7,0.0016367269,2.6862716e-9,0.0000014967438,0.0000019812392,0.011247024,0.03802039],"study_design_scores_gemma":[0.00052509754,0.00009308775,0.9978555,0.00038962765,0.000020268299,0.0000017669246,0.000672406,9.411828e-7,0.00003774114,0.00013682761,0.00019708724,0.00006964936],"about_ca_topic_score_codex":0.98304665,"about_ca_topic_score_gemma":0.9896794,"teacher_disagreement_score":0.09650747,"about_ca_system_score_codex":0.0003016065,"about_ca_system_score_gemma":0.0001819749,"threshold_uncertainty_score":0.99946946},"labels":[],"label_agreement":null},{"id":"W6893047705","doi":"10.5281/zenodo.14257335","title":"Mental Health in Primary Care: A Review of the Current Landscape, Challenges, and Opportunities for Improvement in Canada","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Primary care; Mental health care; Current (fluid); Primary health care; Health care","score_opus":0.09057013170738144,"score_gpt":0.32479902370912656,"score_spread":0.23422889200174513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893047705","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045225006,0.8470862,0.000009406635,0.033248506,0.0009833064,0.0049787387,0.001697464,0.00010901801,0.066662386],"genre_scores_gemma":[0.73966724,0.25493672,0.000015119657,0.0017328965,0.00007508478,0.0000024676876,0.0025907934,0.0005000289,0.0004796544],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990154,0.00017637681,0.00025982238,0.00020390307,0.00013922298,0.0002053056],"domain_scores_gemma":[0.9996606,0.000017343284,0.000060139853,0.00015532825,0.000044902437,0.00006166133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040486405,0.00007588101,0.0001391933,0.00008073987,0.00022531541,0.00003158408,0.00021898036,0.00001202125,0.0005994511],"category_scores_gemma":[0.000011402138,0.000060254522,0.000018673747,0.00012742798,0.000028074322,0.000054340933,0.00024004454,0.00011841852,0.000014427781],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026244346,0.000053032323,0.000008484519,0.0071940864,0.000009442035,0.0000028260833,0.0016759537,8.2441396e-8,0.0000033724464,0.0015184991,0.054324385,0.9351836],"study_design_scores_gemma":[0.00056336285,0.00017920056,0.0039184927,0.0027161897,0.0000046776163,0.000008755595,0.0015898242,0.000013693336,0.000005269369,0.000030574516,0.9909053,0.000064699525],"about_ca_topic_score_codex":0.009425462,"about_ca_topic_score_gemma":0.004468666,"teacher_disagreement_score":0.9365809,"about_ca_system_score_codex":0.00057356525,"about_ca_system_score_gemma":0.000047168305,"threshold_uncertainty_score":0.99717087},"labels":[],"label_agreement":null},{"id":"W6901623614","doi":"10.60692/dzzc3-s5917","title":"Determinants of effective treatment coverage for major depressive disorder in the WHO World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Logistic regression; Depression (economics); Major depressive disorder; Bivariate analysis; Exploratory research; Mental illness; Mental health care","score_opus":0.035663247941805726,"score_gpt":0.3244806427727645,"score_spread":0.2888173948309588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901623614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905961,0.000044005614,0.0004970945,0.00009079209,0.0005767351,0.005092452,0.0017261322,0.000025626143,0.001351053],"genre_scores_gemma":[0.9942472,2.9676312e-7,0.000009232026,0.00020922704,0.000023814839,0.0047992137,0.00018632994,0.000010308575,0.00051437377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977016,0.00092804205,0.00066805276,0.00016299625,0.00022964198,0.00030966377],"domain_scores_gemma":[0.9990231,0.00007420861,0.0005512366,0.00027983545,0.000026416801,0.000045206114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009895337,0.00017660495,0.00035252498,0.00025477656,0.00048565166,0.000033553188,0.00019120128,0.000029820532,0.000087439716],"category_scores_gemma":[0.0000026611715,0.000117973716,0.00009091967,0.00027012947,0.000019529682,0.00021375804,0.000047376496,0.00006772144,0.000036022804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038531923,0.000051758114,0.81273776,0.0002811405,0.000047288846,0.0000028396385,0.16419338,0.000026711057,3.7849322e-8,0.000116798656,0.00018608505,0.02197087],"study_design_scores_gemma":[0.0088985665,0.0010229462,0.9502432,0.00009166837,0.000021799331,0.000025958088,0.038302027,0.0003224664,0.00005344617,0.0000027945262,0.0008669026,0.00014822805],"about_ca_topic_score_codex":0.0007293837,"about_ca_topic_score_gemma":0.00009109392,"teacher_disagreement_score":0.13750543,"about_ca_system_score_codex":0.00047647662,"about_ca_system_score_gemma":0.000025690291,"threshold_uncertainty_score":0.48108286},"labels":[],"label_agreement":null},{"id":"W6901659170","doi":"10.60692/ky3km-cke36","title":"Using formative research to inform a mental health intervention for adolescents living in Indian slums: the ARTEMIS study","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council","keywords":"Mental health; Formative assessment; Focus group; Intervention (counseling); Stressor; Slum; mHealth; Psychological resilience; Digital health","score_opus":0.2051818023617637,"score_gpt":0.4570184088604172,"score_spread":0.2518366064986535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901659170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98852164,0.000023446582,0.0018127742,0.00023557774,0.0013993179,0.0069493614,0.00014237128,0.00009725538,0.0008182398],"genre_scores_gemma":[0.9982515,1.1221637e-7,0.0000351127,0.00017860181,0.00008004132,0.0012234694,0.000028498425,0.0000151057475,0.00018754891],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99745613,0.00033956356,0.0010216619,0.00019751275,0.000427967,0.00055716286],"domain_scores_gemma":[0.99927354,0.00003741713,0.00019210046,0.0002793134,0.00009017688,0.00012745852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032297317,0.00017690503,0.00023028874,0.0008694529,0.00063682505,0.00039575758,0.00024265384,0.00007186802,0.000038200687],"category_scores_gemma":[0.000014656493,0.00012408261,0.00007934862,0.0008439076,0.000021280062,0.0010080357,0.00012452385,0.0002253815,0.0006644167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016651831,0.00003872087,0.085545294,0.001504686,0.000046810655,0.0000024728974,0.8990044,0.000007950099,6.682195e-8,0.00015089572,0.00036391543,0.013168252],"study_design_scores_gemma":[0.0020096265,0.0007856873,0.16767536,0.0054046256,0.000011157674,0.000030757634,0.82028645,0.0031446433,0.0000084606045,0.000003101714,0.00046152793,0.0001786238],"about_ca_topic_score_codex":0.00043736814,"about_ca_topic_score_gemma":0.00004091451,"teacher_disagreement_score":0.08213007,"about_ca_system_score_codex":0.0011405777,"about_ca_system_score_gemma":0.000047086723,"threshold_uncertainty_score":0.85399544},"labels":[],"label_agreement":null},{"id":"W6901716206","doi":"10.60692/xsf8w-8ne79","title":"A United Nations General Assembly Special Session for Mental, Neurological, and Substance Use Disorders: The Time Has Come","year":2012,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"General assembly; Session (web analytics); Psychological intervention; Substance use; Intervention (counseling); Burden of disease; Developed country","score_opus":0.10339315042103911,"score_gpt":0.31154887912528917,"score_spread":0.20815572870425006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901716206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943103,0.00001306107,0.00046698574,0.00056514394,0.0010327767,0.0012965866,0.00027757985,0.0000869377,0.001950634],"genre_scores_gemma":[0.997644,9.822053e-7,0.00010912252,0.00051051937,0.00044394482,0.00031890054,0.00021695904,0.00000902054,0.0007465455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892664,0.00013066402,0.00037875987,0.00011010519,0.0001485353,0.00030527558],"domain_scores_gemma":[0.99937445,0.00006616774,0.00022544178,0.00019580279,0.000045932204,0.000092220485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025001162,0.0001491853,0.00014563378,0.00031777704,0.00074186083,0.00021947558,0.00011310172,0.00009233923,0.00008867252],"category_scores_gemma":[0.000009304663,0.000092096816,0.000043260217,0.0003841865,0.00005160942,0.0009717893,0.000029863557,0.00006853546,0.00036324488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076262956,0.00007480399,0.8082232,0.00023880329,0.00011911581,0.0000010682711,0.16216835,0.000012224719,0.000004131956,0.008834254,0.017249594,0.0023118127],"study_design_scores_gemma":[0.0042316914,0.00031229344,0.8928069,0.000105382525,0.000088360575,0.00005466684,0.009080613,0.0034321893,0.000041695057,0.0000060628577,0.08944234,0.00039780894],"about_ca_topic_score_codex":0.00002498216,"about_ca_topic_score_gemma":0.0000028641848,"teacher_disagreement_score":0.15308774,"about_ca_system_score_codex":0.00003885674,"about_ca_system_score_gemma":0.0000045915467,"threshold_uncertainty_score":0.5705869},"labels":[],"label_agreement":null},{"id":"W6901730295","doi":"10.60692/2zy2j-kgg48","title":"A Systematic Review and Meta-Analysis of Depression Prevalence Amongst Nigerian Students Pursuing Higher Education","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Depression (economics); Mental health; Confidence interval; Pooling; Higher education; Prevalence; Sample size determination","score_opus":0.07446585508445387,"score_gpt":0.3524646406777704,"score_spread":0.27799878559331653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901730295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97210455,0.014348983,0.00013742594,0.00016258274,0.0008585703,0.007427047,0.00056623144,0.00014270016,0.004251915],"genre_scores_gemma":[0.99316865,0.0000027166375,0.0000151921795,0.0005072809,0.000006006875,0.0028494685,0.000058485442,0.0000069827183,0.0033852244],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99762744,0.00045609908,0.0010830064,0.00018768858,0.0004885787,0.00015721539],"domain_scores_gemma":[0.99825174,0.000016027945,0.0010901868,0.00048634232,0.000083115556,0.00007258948],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082162244,0.00016266371,0.0010088617,0.0003773923,0.00023475826,0.000062741114,0.00027504034,0.00003814024,0.0015903016],"category_scores_gemma":[0.000004708074,0.00011655118,0.00023328776,0.0005685643,0.00001382002,0.00035776757,0.0001282305,0.00006988077,0.00006660509],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056482088,0.00007468255,0.37373328,0.5056494,0.05925737,0.0000025675836,0.06051079,0.000021244763,2.5957422e-7,0.00037037634,0.00027484717,0.00004871144],"study_design_scores_gemma":[0.0008621447,0.00012105287,0.39950937,0.0037344943,0.57342297,0.000028607421,0.021841394,0.000053350177,0.000011118453,0.00000104459,0.00003059111,0.00038386247],"about_ca_topic_score_codex":0.00004156465,"about_ca_topic_score_gemma":2.0222802e-7,"teacher_disagreement_score":0.5141656,"about_ca_system_score_codex":0.00011099254,"about_ca_system_score_gemma":0.000011529697,"threshold_uncertainty_score":0.99932235},"labels":[],"label_agreement":null},{"id":"W6901732603","doi":"10.60692/5tkkw-nyx73","title":"Using the WHO-AIMS to inform development of mental health systems: the case study of Makueni County, Kenya","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Context (archaeology); Baseline (sea); Fidelity; Audit; Government (linguistics); Qualitative property; Qualitative research","score_opus":0.1563596890067264,"score_gpt":0.36008913592163977,"score_spread":0.20372944691491338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901732603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99355996,0.000019398327,0.0009558106,0.00024823658,0.0005556974,0.0035429224,0.00015959362,0.000040631672,0.00091774977],"genre_scores_gemma":[0.9991682,6.2271035e-8,0.00007376549,0.00048109828,0.0000436979,0.00016931504,0.00001298005,0.000009767351,0.000041125717],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975248,0.00017540115,0.0014826828,0.00013207897,0.00041284345,0.00027219107],"domain_scores_gemma":[0.9984707,0.00001550057,0.0008879918,0.00036811395,0.00012519302,0.00013245047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073146896,0.00019092043,0.0003782821,0.00011502953,0.00059496926,0.00007477394,0.00028599054,0.000050223265,0.00002322127],"category_scores_gemma":[0.0000032190574,0.00010492741,0.00004337717,0.00042569987,0.000027227486,0.0002631335,0.00012518642,0.00008861395,0.000100903424],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001618625,0.000020166128,0.03807758,0.00081701943,0.0001454571,0.000010245685,0.9587359,0.00014023778,2.488016e-7,0.00014461928,0.00028967974,0.0014569866],"study_design_scores_gemma":[0.0019211683,0.00039206134,0.009348469,0.00023485371,0.000030746553,0.0002912459,0.98539925,0.001344214,0.000043386128,4.4284246e-8,0.0008621594,0.00013238062],"about_ca_topic_score_codex":0.00083257747,"about_ca_topic_score_gemma":0.000013893473,"teacher_disagreement_score":0.028729113,"about_ca_system_score_codex":0.00023553745,"about_ca_system_score_gemma":0.00007681027,"threshold_uncertainty_score":0.45760825},"labels":[],"label_agreement":null},{"id":"W6901759166","doi":"10.60692/8t9kk-4sg86","title":"Psychiatric treatment as anti-stigma intervention: Objective assessment of stigma by families","year":2014,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Stigma (botany); Intervention (counseling); Mental illness; Perception; Mental health; Public health; Social stigma","score_opus":0.030757263399631182,"score_gpt":0.32713901965090325,"score_spread":0.29638175625127205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901759166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9331625,0.000032081465,0.0052301674,0.000042703192,0.0014690275,0.00095455576,0.00020986868,0.00013733933,0.058761753],"genre_scores_gemma":[0.99825966,0.0000012237274,0.00017802509,0.000075915115,0.000089888636,0.00032990912,0.00014191134,0.000014286366,0.0009092006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979181,0.00022904128,0.0009926558,0.00023953023,0.0003095405,0.0003110747],"domain_scores_gemma":[0.998585,0.000022870165,0.0007170202,0.00043833003,0.00011731244,0.000119488766],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032468484,0.00028212855,0.0004420982,0.00034726603,0.00023952984,0.000073145944,0.00018075429,0.00013625612,0.00031547286],"category_scores_gemma":[0.0000044152944,0.00021574042,0.0001732179,0.0002829964,0.000044233177,0.00043205626,0.000035806894,0.000076238706,0.0009165449],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021621858,0.00015377454,0.91200763,0.00096712227,0.00043250737,0.0000027145481,0.04871423,0.00003333699,0.0000017788856,0.004832039,0.001108164,0.031530455],"study_design_scores_gemma":[0.009417016,0.0022625967,0.932239,0.00033865237,0.00021515078,0.000050385104,0.051099766,0.0010864964,0.0006523485,0.000013230283,0.0021500862,0.00047529928],"about_ca_topic_score_codex":0.00036564472,"about_ca_topic_score_gemma":0.0000015968601,"teacher_disagreement_score":0.06509714,"about_ca_system_score_codex":0.00029731973,"about_ca_system_score_gemma":0.00002441013,"threshold_uncertainty_score":0.99986136},"labels":[],"label_agreement":null},{"id":"W6901872779","doi":"10.60692/arw3s-htz90","title":"Interventions to increase help-seeking for mental health care in low- and middle-income countries: A systematic review","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychological intervention; Mental health; Intervention (counseling); Population; Identification (biology); Health care; Mental health care","score_opus":0.06060997961386781,"score_gpt":0.3543662770609815,"score_spread":0.2937562974471137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901872779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95693654,0.0055634542,0.0012591588,0.0018780216,0.0019364179,0.027967773,0.0026582477,0.00063901534,0.0011613581],"genre_scores_gemma":[0.99480677,0.000014442216,0.00004845713,0.0012330428,0.00002911662,0.0032977818,0.0002646424,0.000015265518,0.00029049083],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9976414,0.00018331468,0.0013863789,0.00019673335,0.00020286057,0.00038933873],"domain_scores_gemma":[0.99895376,0.000030683626,0.00045512064,0.00030020598,0.0000814162,0.00017879946],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009808147,0.00019518743,0.0005867952,0.00050013344,0.0002626291,0.000099915436,0.00014432102,0.00006193808,0.000028412216],"category_scores_gemma":[0.000025217232,0.00016196036,0.00010469175,0.00044500985,0.000012577618,0.0003397486,0.00006992802,0.000057406534,0.001024772],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008552878,0.0000035785872,0.010824431,0.8857163,0.000027518794,0.0000028976694,0.10286766,7.906543e-7,4.1990513e-9,0.00019920946,0.00022812706,0.000043952994],"study_design_scores_gemma":[0.0040031886,0.00038338776,0.017144859,0.8522,0.00010334444,0.000055485718,0.12549202,0.00018172206,0.000002238949,8.9113524e-7,0.00009628237,0.00033659211],"about_ca_topic_score_codex":0.00010382668,"about_ca_topic_score_gemma":0.000018420878,"teacher_disagreement_score":0.037870206,"about_ca_system_score_codex":0.0004402764,"about_ca_system_score_gemma":0.000027399958,"threshold_uncertainty_score":0.99975306},"labels":[],"label_agreement":null},{"id":"W6901890251","doi":"10.60692/e1pb3-csb60","title":"WHO Mental Health Gap Action Programme Intervention Guide (mhGAP-IG): the first pre-service training study","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Intervention (counseling); Action (physics); Training (meteorology); Bridge (graph theory); Developing country; Continuing medical education; Resistance (ecology)","score_opus":0.20477481825684385,"score_gpt":0.3747014092845019,"score_spread":0.16992659102765806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901890251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98341405,0.000020053685,0.0016167674,0.0049696774,0.0012678162,0.004503904,0.00008752403,0.00038732664,0.0037329067],"genre_scores_gemma":[0.9961315,2.1423891e-7,0.0000318285,0.0025785689,0.00019240867,0.00066042517,0.00011279766,0.000017234383,0.00027505442],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976595,0.00024074808,0.0010723225,0.00024485867,0.0003519657,0.0004305933],"domain_scores_gemma":[0.99872893,0.000009971384,0.0006884363,0.0003180481,0.000075513715,0.00017908652],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007011098,0.0002338572,0.0002959063,0.00010120252,0.00065891794,0.00023622905,0.0002790669,0.00007680626,0.00014482858],"category_scores_gemma":[0.0000058217024,0.00016392436,0.000097342745,0.0003644324,0.000016696682,0.0007139094,0.00007913206,0.0001608908,0.0010244164],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000401481,0.00004309012,0.080802865,0.00079327653,0.0001396777,0.0000019675758,0.88171774,0.00001100768,4.9631925e-8,0.00008569694,0.002006939,0.03399621],"study_design_scores_gemma":[0.006100842,0.0012278594,0.19777657,0.00038040229,0.00005406233,0.000040839765,0.77872324,0.002296783,0.000011384665,6.1767537e-7,0.01311583,0.00027159025],"about_ca_topic_score_codex":0.0005466778,"about_ca_topic_score_gemma":0.00006343101,"teacher_disagreement_score":0.11697371,"about_ca_system_score_codex":0.00029574698,"about_ca_system_score_gemma":0.000024478095,"threshold_uncertainty_score":0.9997534},"labels":[],"label_agreement":null},{"id":"W6901898289","doi":"10.6084/m9.figshare.14498818","title":"Additional file 1 of Feasibility and acceptability of brief individual interpersonal psychotherapy among university students with mental distress in Ethiopia","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Distress; Mental health; Interpersonal communication; Qualitative research; Psychological distress; Interpersonal relationship","score_opus":0.04852326120567599,"score_gpt":0.3481357934669809,"score_spread":0.2996125322613049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901898289","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4108148,0.000028657412,2.955357e-8,0.000008107303,0.00001125542,0.00015997274,0.58801085,0.0000041162775,0.000962246],"genre_scores_gemma":[0.5144777,0.000001216918,0.00006028705,0.000020204025,0.000007786733,0.00004424352,0.4850747,0.0000043932246,0.0003094497],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99906015,0.0001285144,0.00016535136,0.00028985518,0.00022303623,0.00013308713],"domain_scores_gemma":[0.9992234,0.0003653496,0.00013359981,0.00016262625,0.000053397307,0.00006162819],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003229213,0.0001004756,0.00018026517,0.000038928807,0.00004506118,0.000009739293,0.00016602401,0.00007557823,0.9872019],"category_scores_gemma":[0.000036726888,0.00009536388,0.00003973327,0.00015542828,0.000058735615,0.00011553991,0.00006563783,0.00012384048,0.00001963318],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004871151,0.0013608328,0.3595773,0.00018434829,0.0000917067,0.000035487807,0.001977613,7.4292565e-8,0.0000010241453,0.000007679812,0.62947565,0.0068011982],"study_design_scores_gemma":[0.001590301,0.00012772455,0.9863154,0.0005823209,0.0000049961845,0.0000036142385,0.0014174375,0.00000134392,0.000039838334,0.000011648599,0.009828814,0.00007654104],"about_ca_topic_score_codex":0.00008347283,"about_ca_topic_score_gemma":0.0012243073,"teacher_disagreement_score":0.9871823,"about_ca_system_score_codex":0.000058207566,"about_ca_system_score_gemma":0.00004181762,"threshold_uncertainty_score":0.3888826},"labels":[],"label_agreement":null},{"id":"W6901899854","doi":"10.6084/m9.figshare.13560048.v1","title":"Additional file 2 of Suicidality among gender minorities in Karnataka, South India","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychosocial; Baseline (sea); Promotion (chess); Population; Public health; Mental health; Occupational safety and health","score_opus":0.08097680238677943,"score_gpt":0.33631481394039614,"score_spread":0.2553380115536167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901899854","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011618539,0.0001495307,5.7348015e-9,0.000006275283,0.000047117555,0.000106561914,0.9293726,0.000013902533,0.058685437],"genre_scores_gemma":[0.16207732,1.4056111e-7,0.000038156657,0.00010772713,0.00007619362,0.0007791485,0.8316039,0.000007630174,0.005309769],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.999216,0.00006451737,0.00019665206,0.0001964566,0.00012703726,0.0001993245],"domain_scores_gemma":[0.9991273,0.00050678814,0.000099092686,0.00016555483,0.0000489743,0.000052238305],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000014527079,0.00008691455,0.0001355844,0.000052499152,0.000042109423,0.000011318009,0.0000965215,0.00009212769,0.9994095],"category_scores_gemma":[0.00023104786,0.00008915038,0.00005052844,0.00015287957,0.000010469258,0.00007695245,0.0000540025,0.00011104316,0.0030447391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069406947,0.00010071751,0.0034212705,0.00010338295,0.0000152024395,0.00010266511,0.0006399147,1.2896743e-7,1.2747871e-7,0.000019513102,0.99438643,0.0012036847],"study_design_scores_gemma":[0.000278806,0.000013035949,0.88319594,0.0005471405,0.0000022944223,0.000004039424,0.0010120294,0.0000012185629,0.0000450581,0.00007289031,0.11474226,0.00008531628],"about_ca_topic_score_codex":0.000051134284,"about_ca_topic_score_gemma":0.00011040049,"teacher_disagreement_score":0.9963648,"about_ca_system_score_codex":0.00003247039,"about_ca_system_score_gemma":0.00005386465,"threshold_uncertainty_score":0.9977315},"labels":[],"label_agreement":null},{"id":"W6901920767","doi":"10.60692/ce6az-jph21","title":"Internalized stigma: Social support, coping, psychological distress, and mental well-being among older adults in Ghana","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Coping (psychology); Path analysis (statistics); Psychological distress; Social support; Correlation; Mental illness; Distress; Mental health","score_opus":0.024742390663547133,"score_gpt":0.31378006015282994,"score_spread":0.28903766948928283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901920767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795604,0.00003322962,0.00021031471,0.00010596743,0.00143498,0.0007217901,0.000092938724,0.00018859109,0.017651794],"genre_scores_gemma":[0.9987868,4.4949064e-7,0.000015995367,0.00015043186,0.000121545,0.00019741301,0.0001378016,0.000012606624,0.00057697855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984199,0.00009694749,0.0006826555,0.00026871427,0.00019786991,0.0003339577],"domain_scores_gemma":[0.9995878,0.0000102764925,0.00015323902,0.00013581687,0.000018479966,0.00009439882],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022112849,0.00021038298,0.00025967197,0.00023276014,0.00016335596,0.00023459834,0.00012625044,0.00016234703,0.00083571154],"category_scores_gemma":[0.0000016676053,0.00016457165,0.00006368038,0.00016598831,0.000061671104,0.00056848896,0.00006093546,0.00016630278,0.0008124365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041475013,0.000026105461,0.58360267,0.0015003142,0.0000852449,0.00013588814,0.39915136,1.3797167e-7,8.954685e-8,0.0013779713,0.002837487,0.010868013],"study_design_scores_gemma":[0.0073815393,0.00017868986,0.9067706,0.0018812345,0.000042408174,0.00015517972,0.082048275,0.0006414208,0.00003480365,0.00000630536,0.00040218057,0.00045739397],"about_ca_topic_score_codex":0.00008888253,"about_ca_topic_score_gemma":0.000004229371,"teacher_disagreement_score":0.32316792,"about_ca_system_score_codex":0.0001456783,"about_ca_system_score_gemma":0.0000041992057,"threshold_uncertainty_score":0.99996555},"labels":[],"label_agreement":null},{"id":"W6902001328","doi":"10.6084/m9.figshare.14498821","title":"Additional file 2 of Feasibility and acceptability of brief individual interpersonal psychotherapy among university students with mental distress in Ethiopia","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Distress; Mental health; Interpersonal psychotherapy; Psychological distress; Qualitative research; Interpersonal communication","score_opus":0.04694596282944301,"score_gpt":0.3474988464713756,"score_spread":0.30055288364193256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902001328","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.410374,0.000029114666,2.8976864e-8,0.000008074374,0.000011326914,0.00015983645,0.58842975,0.000004118764,0.0009837516],"genre_scores_gemma":[0.51291895,0.0000012494288,0.00005913505,0.000020239911,0.00000790942,0.000043515458,0.48663363,0.0000043949763,0.0003109506],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99906045,0.00012847317,0.00016542147,0.00028964962,0.00022298345,0.00013304072],"domain_scores_gemma":[0.99922854,0.00036046503,0.00013377707,0.00016233133,0.000053285123,0.00006161984],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000032125314,0.00010044537,0.00018030692,0.000038904695,0.000045064306,0.00000975929,0.0001659366,0.000075578646,0.9869726],"category_scores_gemma":[0.00003630737,0.000095334384,0.000039725997,0.00015531397,0.000058734844,0.00011561481,0.000065629094,0.0001238135,0.000019434954],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049181393,0.0013806475,0.3562198,0.00018869381,0.000093071496,0.000036947455,0.0020086279,7.574032e-8,0.0000010052963,0.000007923733,0.63248736,0.007084023],"study_design_scores_gemma":[0.0016031066,0.00012794617,0.98595065,0.00057643175,0.000004986914,0.0000036275335,0.0014059743,0.0000013375244,0.000039666287,0.000011754819,0.010198028,0.00007650945],"about_ca_topic_score_codex":0.00008426837,"about_ca_topic_score_gemma":0.0012311531,"teacher_disagreement_score":0.98695314,"about_ca_system_score_codex":0.00005822334,"about_ca_system_score_gemma":0.00004164154,"threshold_uncertainty_score":0.38876235},"labels":[],"label_agreement":null},{"id":"W6902007364","doi":"10.6084/m9.figshare.25670324","title":"Additional file 2 of The relationship between relational continuity and family physician follow-up after an antidepressant prescription in older adults: a retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Ontario Tech University; University of Ottawa; University of British Columbia; Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Medical prescription; Retrospective cohort study; Antidepressant; Cohort study; Antidepressant medication; Polypharmacy","score_opus":0.03972529150038479,"score_gpt":0.3239619605873602,"score_spread":0.2842366690869754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902007364","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35595462,0.00009686555,7.005929e-8,0.000008814961,0.00006203848,0.0008877737,0.64035296,0.000020849833,0.0026159904],"genre_scores_gemma":[0.6731957,8.53811e-8,0.0000061234687,0.000034803914,0.000088370216,0.0022487193,0.32367164,0.000010058215,0.0007444585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886006,0.00016677135,0.00024590484,0.00035250944,0.00023462255,0.0001401406],"domain_scores_gemma":[0.9987233,0.00089758245,0.000094159266,0.00019086481,0.00005603699,0.000038008377],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058329202,0.00011664428,0.0001586022,0.00007296292,0.00009354821,0.000030318575,0.000086942484,0.00008518666,0.64269125],"category_scores_gemma":[0.0002242235,0.000091314374,0.000049930477,0.00023576498,0.000016031478,0.00028925942,0.000053914526,0.00022511386,0.0002545994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042387153,0.00012721765,0.5596299,0.00003866911,0.000026022173,0.0000053532412,0.00078541914,5.6797916e-8,6.819407e-8,0.000027943115,0.43842676,0.0008901884],"study_design_scores_gemma":[0.0005863785,0.00008131463,0.9935048,0.0025240786,0.000019775818,6.669166e-7,0.00033466268,0.000022948405,5.1175084e-7,0.00018132209,0.0026566144,0.0000869023],"about_ca_topic_score_codex":0.0000622794,"about_ca_topic_score_gemma":0.00017257706,"teacher_disagreement_score":0.6424367,"about_ca_system_score_codex":0.00007595498,"about_ca_system_score_gemma":0.000027324731,"threshold_uncertainty_score":0.3723692},"labels":[],"label_agreement":null},{"id":"W6902009958","doi":"10.6084/m9.figshare.20154227","title":"Additional file 1 of Determinants of effective treatment coverage for major depressive disorder in the WHO World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bivariate analysis; Major depressive disorder; Mental health; Depression (economics); Table (database); Depressive symptoms","score_opus":0.04041721018542256,"score_gpt":0.39740338039318573,"score_spread":0.3569861702077632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902009958","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3265118,0.000109261426,0.0000020090577,0.00012478692,0.00010090696,0.004183153,0.66317415,4.8196216e-7,0.005793462],"genre_scores_gemma":[0.89720607,0.000004245557,0.00028163005,0.00013857709,0.000030542495,0.016955381,0.06985779,0.000019506047,0.015506279],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983385,0.00076394255,0.00030849525,0.00024185664,0.00013900151,0.00020817792],"domain_scores_gemma":[0.9975808,0.0018768781,0.00031627712,0.00018095547,0.0000129868495,0.00003206306],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003682203,0.00011305024,0.0003040534,0.00007530622,0.0002596134,0.000011304768,0.00028219193,0.000017802464,0.63723767],"category_scores_gemma":[0.00001535978,0.00008213266,0.0000642157,0.0001735153,0.000038336595,0.000066851644,0.000101870944,0.000057627196,0.000027227974],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065506634,0.0022523259,0.01414751,0.000024012626,0.00007613474,0.0000107592905,0.0040093614,0.0000034007685,0.0000012011773,0.000011744699,0.37015536,0.6086531],"study_design_scores_gemma":[0.009014448,0.00394401,0.57964176,0.00017471462,0.000026743248,0.0000141324645,0.0030966497,0.000047406073,0.00025289686,0.00011464267,0.40348208,0.00019053217],"about_ca_topic_score_codex":0.001798562,"about_ca_topic_score_gemma":0.0072077974,"teacher_disagreement_score":0.6372104,"about_ca_system_score_codex":0.00015602828,"about_ca_system_score_gemma":0.00006738965,"threshold_uncertainty_score":0.40221202},"labels":[],"label_agreement":null},{"id":"W6902036814","doi":"10.6084/m9.figshare.16767365.v1","title":"Additional file 1 of Validation of case definitions of depression derived from administrative data against the CIDI-SF as reference standard: results from the PROspective Québec (PROQ) study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université de Montréal; Centre hospitalier universitaire de Québec","funders":"","keywords":"Depression (economics); Data collection; MEDLINE; Data file; Sample (material)","score_opus":0.24873312257596503,"score_gpt":0.4048457243164957,"score_spread":0.15611260174053065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902036814","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10608583,0.00013373482,2.5997764e-7,0.0000635233,0.00002371625,0.00069385837,0.88621324,0.000009337556,0.006776492],"genre_scores_gemma":[0.48912644,0.0000015725008,0.00008052345,0.000022437893,0.000025615753,0.00048029315,0.51021045,0.000005058697,0.000047576465],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9984789,0.00032861714,0.00043277207,0.0003826679,0.0002692243,0.00010782933],"domain_scores_gemma":[0.9928421,0.00543033,0.00055369624,0.00083217287,0.00030433355,0.000037412094],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000553535,0.00012227411,0.00020265684,0.000017028551,0.00022387475,0.000016789125,0.00033581044,0.000064551394,0.88260317],"category_scores_gemma":[0.0021722023,0.00007789028,0.00003887371,0.00016303586,0.00003697001,0.00012317149,0.00022594938,0.00015291525,0.00014914638],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059073325,0.00072183996,0.00029372273,0.000017599672,0.00021962773,0.00015976047,0.0045603346,0.0000010478201,0.00003209038,0.0000120880595,0.99082345,0.00256768],"study_design_scores_gemma":[0.009908978,0.0020380754,0.76591843,0.009787398,0.0004767075,0.00008606745,0.111515805,0.000054892123,0.043032162,0.0016856749,0.05482152,0.0006743024],"about_ca_topic_score_codex":0.005108008,"about_ca_topic_score_gemma":0.014637044,"teacher_disagreement_score":0.93600196,"about_ca_system_score_codex":0.000042075288,"about_ca_system_score_gemma":0.0004594881,"threshold_uncertainty_score":0.8167814},"labels":[],"label_agreement":null},{"id":"W6902051811","doi":"10.6084/m9.figshare.20154227.v1","title":"Additional file 1 of Determinants of effective treatment coverage for major depressive disorder in the WHO World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bivariate analysis; Major depressive disorder; Mental health; Depression (economics); Table (database); Depressive symptoms","score_opus":0.04001389736371249,"score_gpt":0.36548077252717426,"score_spread":0.3254668751634618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902051811","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066074156,0.00023344245,1.3063506e-7,0.00005339889,0.00004840284,0.002345651,0.98946613,0.0000054914426,0.0012399562],"genre_scores_gemma":[0.17693548,7.9802265e-7,0.000009815793,0.00013945774,0.000024418054,0.027008181,0.7939107,0.000012401503,0.001958783],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985788,0.0005615112,0.0002678763,0.0002088554,0.0001594499,0.00022351024],"domain_scores_gemma":[0.9967662,0.0027021214,0.00031228576,0.00016649104,0.000020505126,0.000032375377],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009356856,0.000121825826,0.00026130409,0.000087500666,0.00023498462,0.00000494265,0.00017193051,0.000021625305,0.96397895],"category_scores_gemma":[0.00007155409,0.00009087419,0.000093029004,0.00019181496,0.000009234917,0.00004366566,0.00005803165,0.00006867297,0.00006387185],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013226266,0.00072650885,0.0014953084,0.00010758136,0.00003144859,0.0000062815498,0.00090736785,0.000002305931,1.1196955e-7,0.0000039703154,0.9466981,0.049888726],"study_design_scores_gemma":[0.003733965,0.0019251264,0.54048496,0.000784136,0.000008347618,0.000008693703,0.00064471364,0.000045807163,0.000048904993,0.00005415709,0.45212242,0.00013876612],"about_ca_topic_score_codex":0.00036658763,"about_ca_topic_score_gemma":0.0018550197,"teacher_disagreement_score":0.9639151,"about_ca_system_score_codex":0.00016516034,"about_ca_system_score_gemma":0.00005314146,"threshold_uncertainty_score":0.3705742},"labels":[],"label_agreement":null},{"id":"W6902060732","doi":"10.6084/m9.figshare.13698044.v1","title":"Additional file 1 of Common mental disorders among seasonal migrant farmworkers in Northwest Ethiopia","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Data file; Mental health; Population; Statistical analysis; Quarter (Canadian coin)","score_opus":0.027190164785523066,"score_gpt":0.31490608097028044,"score_spread":0.2877159161847574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902060732","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024487356,0.0001444919,5.665247e-9,0.00010583206,0.00007278039,0.00021725058,0.96383315,0.00001843652,0.011120673],"genre_scores_gemma":[0.16050327,0.0000010487133,0.00002771134,0.0001458317,0.000036788297,0.0010491265,0.8365214,0.000012502841,0.0017023585],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990248,0.000080322854,0.00022493547,0.00024205253,0.00017909169,0.00024880256],"domain_scores_gemma":[0.9989899,0.0006356775,0.00010917172,0.00015666967,0.000028107974,0.000080496735],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000014128887,0.00012575104,0.00016884251,0.00004678083,0.0000789756,0.000011513453,0.00012379947,0.00010184036,0.9978382],"category_scores_gemma":[0.00008095046,0.0001277103,0.00008675341,0.00022691386,0.000018129953,0.000079625366,0.00006133835,0.00017677441,0.0017500245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026951568,0.00036900706,0.008316358,0.00006298135,0.000025435911,0.00005517004,0.00031806072,9.950173e-7,2.9139233e-7,0.000004721903,0.9843511,0.0064689107],"study_design_scores_gemma":[0.0004305647,0.000031656637,0.565995,0.0012050396,0.0000025288236,0.000004319214,0.00033397463,0.000022647682,0.0000075932344,0.000014858959,0.43185827,0.00009356978],"about_ca_topic_score_codex":0.0003864492,"about_ca_topic_score_gemma":0.014856487,"teacher_disagreement_score":0.99608815,"about_ca_system_score_codex":0.0000534923,"about_ca_system_score_gemma":0.000048445654,"threshold_uncertainty_score":0.99902725},"labels":[],"label_agreement":null},{"id":"W6902061937","doi":"10.6084/m9.figshare.14516318","title":"Additional file 2 of Deployment of the consultation-liaison model in adult and child-adolescent psychiatry and its impact on improving mental health treatment","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Software deployment; Mental health; Sample (material); MEDLINE; Public health","score_opus":0.03222246570685313,"score_gpt":0.3451256092403758,"score_spread":0.31290314353352267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902061937","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051918685,0.00078173605,3.126726e-8,0.00053734676,0.00004024344,0.00054462056,0.945726,0.000006104326,0.0004452527],"genre_scores_gemma":[0.5973352,0.000026185082,0.00007530931,0.0004925567,0.000027746477,0.0005381106,0.40122613,0.000013976539,0.0002647741],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991827,0.00006220811,0.00024885443,0.00021887329,0.00012255501,0.00016483114],"domain_scores_gemma":[0.99938756,0.00015901121,0.00021700074,0.00012103363,0.000043188094,0.00007217994],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000013742054,0.0001290507,0.00017788504,0.000041312927,0.00009934437,0.0000056919303,0.000047343394,0.000046102214,0.47287697],"category_scores_gemma":[0.0000612377,0.00008900962,0.00004839321,0.00009101113,0.000008213447,0.00004232666,0.000037040314,0.00007361904,0.0000274334],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015877986,0.0012374634,0.00073282677,0.00045556924,0.000049304548,0.0000020891932,0.000821932,0.00003493426,0.0000045650777,0.00006305333,0.9842611,0.012178358],"study_design_scores_gemma":[0.011991783,0.00230836,0.93213946,0.02847651,0.000035070836,0.000081184124,0.0021315531,0.011619051,0.0012041783,0.000079305275,0.009406704,0.0005268733],"about_ca_topic_score_codex":0.000059659076,"about_ca_topic_score_gemma":0.00019187761,"teacher_disagreement_score":0.9748544,"about_ca_system_score_codex":0.00012719308,"about_ca_system_score_gemma":0.00015068734,"threshold_uncertainty_score":0.5276049},"labels":[],"label_agreement":null},{"id":"W6902085397","doi":"10.6084/m9.figshare.14151206.v1","title":"Additional file 1 of An integrated community and primary healthcare worker intervention to reduce stigma and improve management of common mental disorders in rural India: protocol for the SMART Mental Health programme","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Protocol (science); Mental health; Intervention (counseling); Stigma (botany); Primary care; Health care; Mental healthcare; Public health","score_opus":0.06125904929862552,"score_gpt":0.3986674697615726,"score_spread":0.33740842046294706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902085397","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009111375,0.00008265544,1.9523483e-7,0.00059133396,0.00003577541,0.058463696,0.93151575,0.000013654533,0.00018558935],"genre_scores_gemma":[0.022242447,0.0000015493679,0.0003657555,0.00018327101,0.000010359868,0.3094042,0.66759706,0.000013724373,0.00018165231],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99873614,0.0003189571,0.00038826448,0.00018586627,0.0001221541,0.0002485992],"domain_scores_gemma":[0.99912834,0.00028846902,0.0002310907,0.00020308376,0.000044091623,0.000104918836],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013320534,0.00013878269,0.00022046566,0.000058261998,0.00023735972,0.000022152462,0.0001316449,0.00005793887,0.21467161],"category_scores_gemma":[0.000026082123,0.00011232061,0.000045372817,0.00018505934,0.00002904551,0.000101786856,0.0001832939,0.00019076907,0.0000053283243],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000490313,0.001409877,0.00028719188,0.0017778056,0.000053366846,0.0000012125181,0.0013326546,4.419815e-8,9.780304e-7,0.000009956818,0.45663273,0.53800386],"study_design_scores_gemma":[0.009159012,0.004864817,0.672518,0.022226859,0.000015493155,0.000019094034,0.043024506,0.00007676792,0.00010727931,0.00015554987,0.24748956,0.00034307496],"about_ca_topic_score_codex":0.0007965463,"about_ca_topic_score_gemma":0.0036208166,"teacher_disagreement_score":0.6722308,"about_ca_system_score_codex":0.0001320839,"about_ca_system_score_gemma":0.000043919117,"threshold_uncertainty_score":0.78604627},"labels":[],"label_agreement":null},{"id":"W6902106470","doi":"10.6084/m9.figshare.26724620.v1","title":"Additional file 4 of Predicting CBT modality, treatment participation, and reliable improvements for individuals with anxiety and depression in a specialized mental health centre: a retrospective population-based cohort study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario Tech University; Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Depression (economics); Anxiety; Mental health; Retrospective cohort study; Cohort study","score_opus":0.031207129033381437,"score_gpt":0.3625904376928201,"score_spread":0.33138330865943866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902106470","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17220767,0.00011450824,2.3068536e-7,0.000057792284,0.00003266072,0.0032485335,0.8241526,0.00002805341,0.00015796036],"genre_scores_gemma":[0.4805361,0.0000011550278,0.00015538748,0.00002892351,0.000040058003,0.005028969,0.5140444,0.000012416463,0.00015256877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880546,0.000066202374,0.00030886897,0.00041368828,0.00018775192,0.00021805111],"domain_scores_gemma":[0.999289,0.0003185275,0.00016503085,0.00010749568,0.00003860829,0.000081369704],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000731014,0.00014419391,0.000239582,0.0000836043,0.00016164736,0.000038227576,0.000033719094,0.000046393532,0.35906804],"category_scores_gemma":[0.0000740667,0.00011474049,0.000023917615,0.0001532305,0.0000064151923,0.00011565127,0.000024695022,0.000051087285,0.0000143922725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012692816,0.0005274836,0.6989909,0.00014173826,0.00007905841,0.0000017458844,0.0009338015,0.0000018206927,1.3916679e-7,0.0000029361897,0.29617363,0.0030198349],"study_design_scores_gemma":[0.0026140441,0.0006769055,0.9901547,0.0016554359,0.000021634745,8.3771687e-7,0.00040717956,0.00077774754,0.00000683758,0.00003187547,0.0035600737,0.00009272571],"about_ca_topic_score_codex":0.00092638895,"about_ca_topic_score_gemma":0.0008554972,"teacher_disagreement_score":0.35905364,"about_ca_system_score_codex":0.00028276403,"about_ca_system_score_gemma":0.00006647928,"threshold_uncertainty_score":0.6415179},"labels":[],"label_agreement":null},{"id":"W6902189598","doi":"10.6084/m9.figshare.25092543.v1","title":"Additional file 1 of An integrated knowledge translation (iKT) approach to advancing community-based depression care in Vietnam: lessons from an ongoing research-policy collaboration","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Knowledge translation; Depression (economics); Qualitative research; MEDLINE; Field (mathematics); Health care","score_opus":0.21895332448565072,"score_gpt":0.4942675482014482,"score_spread":0.2753142237157975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902189598","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006830244,0.0003262231,0.000005977206,0.0000756913,0.00003929366,0.00073291553,0.9813307,0.000082396364,0.010576544],"genre_scores_gemma":[0.2936479,2.549723e-7,0.0011323262,0.000053003234,0.0000986859,0.0021794299,0.70280284,0.000022713311,0.000062867315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978219,0.0011037309,0.00027166304,0.00031967022,0.00020777232,0.00027523923],"domain_scores_gemma":[0.9974082,0.0018216907,0.00005174599,0.0003150938,0.00025955454,0.00014369439],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015198236,0.00013960716,0.00016577331,0.0005176434,0.00030577366,0.00007962277,0.000236287,0.00015697788,0.67222947],"category_scores_gemma":[0.00041479894,0.000134715,0.000031857784,0.0013698743,0.000011882033,0.00038171126,0.000036104524,0.0004890658,0.000517769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016359004,0.0005869852,0.000011012817,0.0005135505,0.000010215902,0.0000066662487,0.016772129,0.00016071719,0.000053629534,0.000018776316,0.8113034,0.17039932],"study_design_scores_gemma":[0.0017318485,0.0009985935,0.016543835,0.025317365,0.000015154912,0.0000025096213,0.04009432,0.022905268,0.0010525285,0.0001736222,0.8906452,0.00051977095],"about_ca_topic_score_codex":0.0009225513,"about_ca_topic_score_gemma":0.010189151,"teacher_disagreement_score":0.6717117,"about_ca_system_score_codex":0.00036870743,"about_ca_system_score_gemma":0.00042777768,"threshold_uncertainty_score":0.6655046},"labels":[],"label_agreement":null},{"id":"W6902199279","doi":"10.6084/m9.figshare.21400373.v1","title":"Additional file 1 of Perspectives on mental health services for medical students at a Ugandan medical school","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medical school; Mental health; Health services; MEDLINE; Public health","score_opus":0.03119837834844841,"score_gpt":0.40665340227382357,"score_spread":0.37545502392537516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902199279","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014109435,0.00027739303,1.2005199e-8,0.0015259915,0.00011731198,0.0007115239,0.9931226,0.000033796394,0.002800459],"genre_scores_gemma":[0.013466926,0.000002413355,0.000019077792,0.0035875738,0.00020715204,0.0077029616,0.9706088,0.000019280777,0.0043858266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975095,0.00012643322,0.00027563891,0.00033301095,0.0014648691,0.0002905655],"domain_scores_gemma":[0.99833363,0.0008444188,0.00018636922,0.00015642136,0.000032584037,0.00044657412],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010936289,0.00012562648,0.00020306138,0.00007165123,0.0005267472,0.000011969693,0.0005594752,0.00007119915,0.9997909],"category_scores_gemma":[0.0003016962,0.00011433596,0.000091531176,0.000108036664,0.0000132098085,0.00004098735,0.0003728696,0.00020097978,0.002199872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024314369,0.0008861719,0.000051598363,0.00016798222,0.000058325277,0.000015536269,0.00111747,5.5043788e-8,3.510451e-8,0.000025322981,0.995508,0.0019263214],"study_design_scores_gemma":[0.0016593303,0.00087934564,0.006645894,0.0015003752,0.0000023699456,0.000026827047,0.0041417237,0.000030934385,0.000001482121,0.000010866335,0.9850034,0.00009741516],"about_ca_topic_score_codex":0.000024391324,"about_ca_topic_score_gemma":0.000075720745,"teacher_disagreement_score":0.997591,"about_ca_system_score_codex":0.00035380726,"about_ca_system_score_gemma":0.00022512316,"threshold_uncertainty_score":0.99857706},"labels":[],"label_agreement":null},{"id":"W6902208203","doi":"10.6084/m9.figshare.21400373","title":"Additional file 1 of Perspectives on mental health services for medical students at a Ugandan medical school","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medical school; Mental health; Health services; MEDLINE; Public health","score_opus":0.03119837834844841,"score_gpt":0.40665340227382357,"score_spread":0.37545502392537516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902208203","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014109435,0.00027739303,1.2005199e-8,0.0015259915,0.00011731198,0.0007115239,0.9931226,0.000033796394,0.002800459],"genre_scores_gemma":[0.013466926,0.000002413355,0.000019077792,0.0035875738,0.00020715204,0.0077029616,0.9706088,0.000019280777,0.0043858266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975095,0.00012643322,0.00027563891,0.00033301095,0.0014648691,0.0002905655],"domain_scores_gemma":[0.99833363,0.0008444188,0.00018636922,0.00015642136,0.000032584037,0.00044657412],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010936289,0.00012562648,0.00020306138,0.00007165123,0.0005267472,0.000011969693,0.0005594752,0.00007119915,0.9997909],"category_scores_gemma":[0.0003016962,0.00011433596,0.000091531176,0.000108036664,0.0000132098085,0.00004098735,0.0003728696,0.00020097978,0.002199872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024314369,0.0008861719,0.000051598363,0.00016798222,0.000058325277,0.000015536269,0.00111747,5.5043788e-8,3.510451e-8,0.000025322981,0.995508,0.0019263214],"study_design_scores_gemma":[0.0016593303,0.00087934564,0.006645894,0.0015003752,0.0000023699456,0.000026827047,0.0041417237,0.000030934385,0.000001482121,0.000010866335,0.9850034,0.00009741516],"about_ca_topic_score_codex":0.000024391324,"about_ca_topic_score_gemma":0.000075720745,"teacher_disagreement_score":0.997591,"about_ca_system_score_codex":0.00035380726,"about_ca_system_score_gemma":0.00022512316,"threshold_uncertainty_score":0.99857706},"labels":[],"label_agreement":null},{"id":"W6902217336","doi":"10.6084/m9.figshare.26384590.v1","title":"Additional file 1 of Psychometric properties of the Knowledge and Attitudes to Mental Health Scales in a Dutch sample (KAMHS-NL): A comprehensive mental health literacy measure in adolescents","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sample (material); Mental health; Measure (data warehouse); Mental health literacy; Psychometrics; Scale (ratio); Health literacy; Item response theory","score_opus":0.09426022190390003,"score_gpt":0.3883711454818607,"score_spread":0.29411092357796065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902217336","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02711596,0.015534077,4.285271e-8,0.0007107528,0.00014517522,0.0014901807,0.95484954,0.000018432434,0.00013586694],"genre_scores_gemma":[0.8197709,0.000028225373,0.000078932884,0.0004568958,0.00004343457,0.0009898044,0.17847037,0.000021067071,0.00014042447],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99834806,0.0002186815,0.000498997,0.00035909476,0.00024230145,0.00033285428],"domain_scores_gemma":[0.9992653,0.00023399758,0.00014335083,0.00017859586,0.000055303048,0.00012343215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006478781,0.00018329734,0.00034607472,0.0004208877,0.00010966254,0.00002681765,0.00019204103,0.000058192738,0.32637832],"category_scores_gemma":[0.000099433026,0.00013474979,0.00006603823,0.0010409136,0.000026620324,0.00012260475,0.00014151134,0.00018465357,0.00020554561],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011652585,0.0007309262,0.0039954293,0.0028910984,0.000024045888,0.0000012321051,0.004905852,2.3186206e-7,0.000005697821,0.000006509446,0.9468174,0.04050503],"study_design_scores_gemma":[0.0010482961,0.00036979918,0.7872581,0.0655475,0.0000017181158,0.000013506389,0.00058803486,0.000045836743,0.000023739884,0.000012937939,0.14492291,0.00016763694],"about_ca_topic_score_codex":0.0004405277,"about_ca_topic_score_gemma":0.001734303,"teacher_disagreement_score":0.8018945,"about_ca_system_score_codex":0.00026011266,"about_ca_system_score_gemma":0.00015617035,"threshold_uncertainty_score":0.6742375},"labels":[],"label_agreement":null},{"id":"W6902247090","doi":"10.6084/m9.figshare.26753854.v1","title":"Additional file 5 of Psychometric properties of the Knowledge and Attitudes to Mental Health Scales in a Dutch sample (KAMHS-NL): A comprehensive mental health literacy measure in adolescents","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sample (material); Mental health; Measure (data warehouse); Mental health literacy; Psychometrics; Scale (ratio); Health literacy; Item response theory","score_opus":0.0926358109114446,"score_gpt":0.3879432903879603,"score_spread":0.2953074794765157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902247090","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027336342,0.01566347,4.326204e-8,0.00071118376,0.00014549038,0.0014934732,0.95449525,0.000018465353,0.00013627912],"genre_scores_gemma":[0.8227117,0.000028525907,0.000078030294,0.00045638374,0.000043406704,0.0009715661,0.17555024,0.000021022655,0.00013911132],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983478,0.00021863329,0.00049933867,0.0003590292,0.00024234469,0.00033285818],"domain_scores_gemma":[0.9992673,0.00023229793,0.00014338677,0.00017841403,0.000055210057,0.00012343994],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000064836946,0.0001833019,0.00034623133,0.00042092198,0.000109707114,0.000026868598,0.00019199523,0.000058195226,0.31823233],"category_scores_gemma":[0.00009852534,0.00013474432,0.00006604695,0.0010407517,0.000026626361,0.00012270406,0.00014147497,0.00018463434,0.00020255354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011721471,0.00073488447,0.0040171584,0.0029305143,0.000024156638,0.0000012556991,0.0049342527,2.3280788e-7,0.0000057003394,0.000006721042,0.9459689,0.04125899],"study_design_scores_gemma":[0.0010545948,0.00036969382,0.79132134,0.06546394,0.0000017126902,0.000013490313,0.0005861501,0.0000456562,0.000023866083,0.000012998708,0.14093922,0.0001673474],"about_ca_topic_score_codex":0.00044500225,"about_ca_topic_score_gemma":0.0017566368,"teacher_disagreement_score":0.8050297,"about_ca_system_score_codex":0.0002601853,"about_ca_system_score_gemma":0.00015588237,"threshold_uncertainty_score":0.6823909},"labels":[],"label_agreement":null},{"id":"W6902384139","doi":"10.6084/m9.figshare.26656990.v1","title":"Additional file 1 of Costs of major depression covered / not covered in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Depression (economics); Great Depression; MEDLINE; Public health","score_opus":0.023496084604472427,"score_gpt":0.2876846453644056,"score_spread":0.26418856075993313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902384139","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010480911,0.00030779358,1.0265289e-8,0.000010640219,0.00011702862,0.00027383436,0.9804922,0.000013328172,0.008304303],"genre_scores_gemma":[0.33110943,5.3121454e-7,0.0000098836235,0.00008934059,0.000030460718,0.0006058963,0.66249883,0.000009896423,0.0056457585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913466,0.000037482525,0.0002549893,0.00020629117,0.00019495323,0.00017161849],"domain_scores_gemma":[0.99876183,0.0009267993,0.000090959875,0.00012141595,0.000041380637,0.000057597903],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000012713609,0.00006213279,0.00016157201,0.000029418567,0.00003445909,0.000030604657,0.00011736232,0.000077310804,0.99777275],"category_scores_gemma":[0.00019542115,0.00009266793,0.000037979138,0.00016175583,0.000006297681,0.000069507405,0.000043291493,0.000092632494,0.00042136756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017063352,0.00006936929,0.00031436599,0.00026708798,0.000018728962,0.00016136395,0.000014506965,3.063549e-7,0.0000028499755,9.439011e-7,0.98727167,0.011861741],"study_design_scores_gemma":[0.0007397029,0.00006305817,0.2756974,0.014551617,0.000006072003,0.000026803522,0.00007557879,0.000042931602,0.000098746714,0.00001786998,0.7085342,0.00014601216],"about_ca_topic_score_codex":0.65672207,"about_ca_topic_score_gemma":0.9433074,"teacher_disagreement_score":0.99735135,"about_ca_system_score_codex":0.0001649114,"about_ca_system_score_gemma":0.0002684227,"threshold_uncertainty_score":0.5415968},"labels":[],"label_agreement":null},{"id":"W6902446655","doi":"10.6084/m9.figshare.26753848","title":"Additional file 3 of Psychometric properties of the Knowledge and Attitudes to Mental Health Scales in a Dutch sample (KAMHS-NL): A comprehensive mental health literacy measure in adolescents","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sample (material); Mental health; Measure (data warehouse); Mental health literacy; Psychometrics; Scale (ratio); Health literacy; Item response theory","score_opus":0.09266747966484411,"score_gpt":0.3878226257411278,"score_spread":0.2951551460762837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902446655","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027306966,0.015615436,4.3098826e-8,0.0007082951,0.00014650825,0.0014912186,0.95457643,0.00001842471,0.0001366763],"genre_scores_gemma":[0.8220004,0.000028588269,0.00007812542,0.00045666166,0.000043885175,0.0009736261,0.17625478,0.000021069449,0.00014288271],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983482,0.00021849528,0.0004991943,0.00035895652,0.00024234546,0.00033283202],"domain_scores_gemma":[0.9992669,0.00023216249,0.00014337095,0.0001783587,0.000055734974,0.00012342294],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006476181,0.00018327449,0.000346106,0.0004207633,0.00010965419,0.000026866446,0.00019193404,0.000058188354,0.32154444],"category_scores_gemma":[0.00009940937,0.00013471938,0.000066034496,0.0010405718,0.000026622001,0.0001226883,0.00014142074,0.00018462015,0.000207535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011765228,0.0007337786,0.0040175356,0.0029473417,0.00002413217,0.0000012506467,0.004927314,2.3293069e-7,0.000005735155,0.0000065013774,0.9460267,0.04119182],"study_design_scores_gemma":[0.0010611158,0.00036933174,0.7850804,0.065428056,0.000001704384,0.00001339431,0.0005855488,0.000045900357,0.00002419518,0.000012971115,0.14720978,0.00016764908],"about_ca_topic_score_codex":0.0004449523,"about_ca_topic_score_gemma":0.0017447202,"teacher_disagreement_score":0.7988169,"about_ca_system_score_codex":0.00026102638,"about_ca_system_score_gemma":0.00015624684,"threshold_uncertainty_score":0.6790758},"labels":[],"label_agreement":null},{"id":"W6903688905","doi":"10.1192/j.eurpsy.2023.91","title":"Changing Media Coverage of Mental Illness and Suicide: Results from a Multi-Year Canadian Action Research Study","year":2023,"lang":"en","type":"article","venue":"PubMed Central","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Mental illness; Stigma (botany); Presentation (obstetrics); Mental health; Journalism; Social media; Prejudice (legal term); Media coverage; Narrative","score_opus":0.1611874639590324,"score_gpt":0.4153810702804224,"score_spread":0.25419360632139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903688905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946423,0.000081715836,8.6030525e-7,0.0002606302,0.0019310444,0.0013905709,0.0007380805,0.00004063553,0.00091414165],"genre_scores_gemma":[0.9980709,0.00006406251,0.000007322308,0.00002812699,0.0002457844,0.00026439436,0.00046015362,0.000019164165,0.00084007636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971903,0.00026840044,0.00026025812,0.00036839728,0.0003148839,0.001597772],"domain_scores_gemma":[0.99889284,0.00023788302,0.000061493316,0.00021146891,0.000025804571,0.00057048874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012113381,0.00011538187,0.00017281345,0.00044806604,0.00034387255,0.00003385926,0.0001360246,0.00007958845,0.0002144684],"category_scores_gemma":[0.00009224507,0.00010972218,0.000025460084,0.0005900011,0.0000609081,0.00011169351,0.00006683676,0.00019002122,0.000069509646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091310067,0.00054399605,0.7495065,0.000024100555,0.00015116108,0.0002206818,0.08453384,0.0000020093073,0.000035864054,0.00010204144,0.0021632921,0.16180345],"study_design_scores_gemma":[0.003995202,0.000056088782,0.9642937,0.0000161992,0.000013353258,0.0000012211449,0.030775864,0.00004570173,0.00025149836,0.000029323528,0.00042497163,0.00009684498],"about_ca_topic_score_codex":0.22200942,"about_ca_topic_score_gemma":0.30787453,"teacher_disagreement_score":0.21478727,"about_ca_system_score_codex":0.0003748174,"about_ca_system_score_gemma":0.000055806446,"threshold_uncertainty_score":0.7831713},"labels":[],"label_agreement":null},{"id":"W6904447957","doi":"10.1371/journal.pone.0301796.s004","title":"S2 File -","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Context (archaeology); Health care; Organizational structure; Organizational culture; Grounded theory; Quality (philosophy); Health policy","score_opus":0.09941812296965925,"score_gpt":0.41970830970699985,"score_spread":0.3202901867373406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904447957","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005535362,0.002862643,7.407623e-8,0.0001820112,0.0004407573,0.00017615649,0.650532,0.00023017013,0.34502262],"genre_scores_gemma":[0.29837763,0.000001449045,0.000021914864,0.00066622725,0.0005608138,0.0011866299,0.579291,0.000030843552,0.1198635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995738,0.000011840216,0.00006559514,0.00014878258,0.000051237108,0.00014869282],"domain_scores_gemma":[0.99973214,0.00009330596,0.000009243253,0.00011295152,0.000005953594,0.000046379806],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000087355875,0.000057569836,0.000047191155,0.000030745985,0.00004650824,0.000039716622,0.00007675286,0.00004313534,0.99017686],"category_scores_gemma":[0.00001511592,0.00004686369,0.000032144646,0.00009391486,0.000001317795,0.00005679065,0.000023428134,0.00006662072,0.20685753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021645708,0.000016162878,0.0000055861665,0.000088015,0.000009461368,0.0001004756,0.0001219213,2.2586097e-8,5.397062e-7,0.00014074135,0.9492497,0.05026521],"study_design_scores_gemma":[0.00006672381,0.000027125136,0.0029371777,0.0006039348,0.0000024235294,0.000008754795,0.000026177318,0.000018883244,0.000033698932,0.00006931416,0.99615115,0.000054640313],"about_ca_topic_score_codex":0.000014985895,"about_ca_topic_score_gemma":0.000003985879,"teacher_disagreement_score":0.78331935,"about_ca_system_score_codex":0.000019348396,"about_ca_system_score_gemma":0.00000815902,"threshold_uncertainty_score":0.79376},"labels":[],"label_agreement":null},{"id":"W6904585583","doi":"10.1371/journal.pone.0301796.s003","title":"S1 File -","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Health care; Context (archaeology); Organizational structure; Quality (philosophy); Grounded theory; Organizational culture; Health policy","score_opus":0.09941812296965925,"score_gpt":0.41970830970699985,"score_spread":0.3202901867373406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904585583","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005038813,0.0022443132,7.084727e-8,0.00016420598,0.00042445827,0.00016992574,0.7187705,0.00022137167,0.27750129],"genre_scores_gemma":[0.10861898,9.820712e-7,0.000015806218,0.00047668308,0.0004022029,0.0008533149,0.80830485,0.000022189097,0.08130503],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995746,0.000011364368,0.00006554748,0.00014867786,0.00005115627,0.00014863275],"domain_scores_gemma":[0.99973273,0.000091362504,0.000009233247,0.00011439364,0.0000059496538,0.00004635263],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000006898148,0.000057540103,0.000047044367,0.00003073113,0.000046504767,0.00003969397,0.000076648714,0.00004311346,0.99611276],"category_scores_gemma":[0.000015125444,0.000046862493,0.00003212762,0.00009373838,0.0000013188484,0.00005677619,0.000023399061,0.00006656505,0.5660129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021608923,0.000016171412,0.0000054695197,0.00008740316,0.000009461148,0.00010047896,0.0001214932,2.2315175e-8,5.264092e-7,0.00014102162,0.9539556,0.04556018],"study_design_scores_gemma":[0.00006427156,0.000026032023,0.001167399,0.0005793794,0.000002334045,0.0000084223775,0.00002569284,0.00001809762,0.000038866143,0.00006701368,0.99794984,0.00005264485],"about_ca_topic_score_codex":0.00001536506,"about_ca_topic_score_gemma":0.000003720499,"teacher_disagreement_score":0.43009982,"about_ca_system_score_codex":0.00001934284,"about_ca_system_score_gemma":0.000008135141,"threshold_uncertainty_score":0.43432495},"labels":[],"label_agreement":null},{"id":"W6904599905","doi":"10.1371/journal.pone.0301796.s008","title":"S6 File -","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Health care; Context (archaeology); Organizational structure; Organizational culture; Quality (philosophy); Grounded theory; Health policy","score_opus":0.09941812296965925,"score_gpt":0.41970830970699985,"score_spread":0.3202901867373406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904599905","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056137855,0.00307584,7.749793e-8,0.00023191154,0.00046151632,0.00018481338,0.68338597,0.00024158946,0.3118569],"genre_scores_gemma":[0.25289914,0.0000014405822,0.0000230404,0.0009880197,0.00059560244,0.0012628407,0.61665076,0.000032827298,0.12754631],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995744,0.000011821407,0.00006543453,0.0001486989,0.00005111939,0.00014850686],"domain_scores_gemma":[0.99973357,0.00009214798,0.00000921229,0.000112808455,0.0000059470003,0.00004634329],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000008614088,0.000057532692,0.00004702937,0.00003063177,0.000046151396,0.000038497146,0.00007657325,0.000043101656,0.99013245],"category_scores_gemma":[0.000014778156,0.000046842677,0.00003212685,0.000093994444,0.0000013181558,0.00008299018,0.000023355848,0.000066525616,0.20623468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021692033,0.000016226219,0.000005581629,0.00008828675,0.00000948978,0.00010090115,0.00008787278,2.266759e-8,5.410163e-7,0.00019963921,0.9528471,0.046642143],"study_design_scores_gemma":[0.00006550498,0.000026654909,0.0028958023,0.0005925627,0.0000023801842,0.00000860239,0.00002521576,0.000018427778,0.00002635978,0.000053349937,0.99623144,0.00005368236],"about_ca_topic_score_codex":0.000012232147,"about_ca_topic_score_gemma":0.0000028023667,"teacher_disagreement_score":0.78389776,"about_ca_system_score_codex":0.00001933871,"about_ca_system_score_gemma":0.000008141712,"threshold_uncertainty_score":0.79438335},"labels":[],"label_agreement":null},{"id":"W6904714964","doi":"10.1371/journal.pone.0316553.s002","title":"Details on mental health status definition.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Asthma; COPD; Observational study; Health care; Mental health; Coronavirus disease 2019 (COVID-19); Acute care; Pulmonary disease","score_opus":0.11039710507577453,"score_gpt":0.4172959795574635,"score_spread":0.30689887448168895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904714964","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010465278,0.0037262344,6.418122e-7,0.003571532,0.00093447295,0.0013102257,0.38093668,0.00021952631,0.5988354],"genre_scores_gemma":[0.65348876,0.000028863831,0.00008769514,0.01767703,0.00011272748,0.0010334696,0.31432265,0.000025680522,0.013223094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990617,0.000061582854,0.00017586055,0.00022939328,0.00009578636,0.00037570077],"domain_scores_gemma":[0.9995323,0.00007830421,0.000065979504,0.00019994398,0.000015032373,0.00010843304],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000026642956,0.0001113412,0.0001255396,0.00008649678,0.00025076052,0.0000252116,0.00010005028,0.00005331279,0.353249],"category_scores_gemma":[0.00002299139,0.00010115254,0.000043520336,0.00015417793,0.0000036927743,0.000047328427,0.00003399118,0.000102371116,0.015497185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050400762,0.00018366722,0.00039187187,0.000099699915,0.00002155993,0.000005123615,0.0002090497,1.0583378e-7,4.7875795e-7,0.0025133481,0.94628006,0.05024463],"study_design_scores_gemma":[0.0019029353,0.00036567505,0.06946838,0.0018806342,0.0000047896638,0.0000024630683,0.00035132756,0.000004237072,0.00012655392,0.00062379,0.9250971,0.0001720943],"about_ca_topic_score_codex":0.000071666,"about_ca_topic_score_gemma":0.000039652135,"teacher_disagreement_score":0.6430235,"about_ca_system_score_codex":0.00016448404,"about_ca_system_score_gemma":0.000053585376,"threshold_uncertainty_score":0.98526937},"labels":[],"label_agreement":null},{"id":"W6904719146","doi":"10.1371/journal.pone.0301796.s009","title":"S7 File -","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Health care; Context (archaeology); Organizational structure; Quality (philosophy); Grounded theory; Organizational culture; Health policy","score_opus":0.09941812296965925,"score_gpt":0.41970830970699985,"score_spread":0.3202901867373406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904719146","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005899917,0.002917051,7.267824e-8,0.0001705279,0.0004396339,0.00017569092,0.649106,0.00022955473,0.34637147],"genre_scores_gemma":[0.31013897,0.0000013121353,0.000021403956,0.0006548411,0.00055079925,0.0011653838,0.5690782,0.000030292378,0.118358806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957377,0.000011847213,0.00006559318,0.00014879646,0.00005124111,0.00014874453],"domain_scores_gemma":[0.9997322,0.00009331344,0.000009242804,0.00011293837,0.0000059547183,0.000046379035],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000008736622,0.00005757335,0.000047077727,0.000030818508,0.000046566453,0.00003971511,0.00007674243,0.000043137647,0.99017894],"category_scores_gemma":[0.000015105775,0.000046868397,0.000032148455,0.00009416462,0.0000013196201,0.000057273686,0.000023427816,0.00006662273,0.20686164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021682135,0.0000161877,0.000005726543,0.000088185574,0.000009465754,0.000100692385,0.00012310865,2.1722402e-8,5.4883026e-7,0.00014070337,0.9502382,0.049274966],"study_design_scores_gemma":[0.00006712128,0.00002725832,0.002994688,0.00060754217,0.0000024365052,0.000008804423,0.00002703181,0.000018888564,0.000034403532,0.0000705851,0.9960863,0.000054956898],"about_ca_topic_score_codex":0.000015103714,"about_ca_topic_score_gemma":0.0000037125938,"teacher_disagreement_score":0.78331727,"about_ca_system_score_codex":0.00001935619,"about_ca_system_score_gemma":0.0000081615835,"threshold_uncertainty_score":0.7937559},"labels":[],"label_agreement":null},{"id":"W6907764198","doi":"10.25384/sage.6242990","title":"Supplemental_Tables - Associations between Depression and Health Behaviour Change: Findings from 8 Cycles of the Canadian Community Health Survey","year":2018,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Community health; Mental health; Public health; Population health","score_opus":0.3674023123200532,"score_gpt":0.4967539804984143,"score_spread":0.12935166817836108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907764198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8944216,0.0060931174,0.0000066065463,0.003917707,0.00034023478,0.00053155964,0.09459,0.000008447778,0.00009075591],"genre_scores_gemma":[0.990929,0.0006824521,0.00009327798,0.0013730392,0.00017707644,0.000008323037,0.0066775065,0.000014932157,0.0000443586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708825,0.0015117959,0.0005098428,0.00021278507,0.00023697826,0.00044037154],"domain_scores_gemma":[0.9979799,0.00025755118,0.0005165056,0.0008488925,0.000039531496,0.00035763418],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003629433,0.00012857736,0.00031775908,0.00009623041,0.0023650827,0.00007365152,0.0008137646,0.000083072555,0.0014433471],"category_scores_gemma":[0.000041566585,0.00009638047,0.000023764587,0.00020706927,0.00010100533,0.0002890275,0.0004465284,0.00040937346,0.000010467309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004917325,0.00008131628,0.948956,0.000006641226,0.000043047472,4.3742105e-7,0.0016367269,2.6862716e-9,0.0000014967438,0.0000019812392,0.011247024,0.03802039],"study_design_scores_gemma":[0.00052509754,0.00009308775,0.9978555,0.00038962765,0.000020268299,0.0000017669246,0.000672406,9.411828e-7,0.00003774114,0.00013682761,0.00019708724,0.00006964936],"about_ca_topic_score_codex":0.98304665,"about_ca_topic_score_gemma":0.9896794,"teacher_disagreement_score":0.09650747,"about_ca_system_score_codex":0.0003016065,"about_ca_system_score_gemma":0.0001819749,"threshold_uncertainty_score":0.99946946},"labels":[],"label_agreement":null},{"id":"W6907827412","doi":"10.25384/sage.7924319","title":"Supplemental Material, LHW_Post-training_Case_scenarios - A Model of Mental Health Care Involving Trained Lay Health Workers for Treatment of Major Mental Disorders Among Youth in a Conflict-Ridden, Low-Middle Income Environment: Part I Adaptation and Implementation","year":2019,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Adaptation (eye); Mental health care; Health care; Mental illness","score_opus":0.08793428832012412,"score_gpt":0.37545339823847496,"score_spread":0.28751910991835083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907827412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93450177,0.0060274084,0.00007131667,0.0006114717,0.00033102013,0.0044753794,0.053953726,0.000013810051,0.00001409514],"genre_scores_gemma":[0.975767,0.0032687548,0.0010079159,0.000119030134,0.000045978482,0.00016185452,0.019538015,0.000046379086,0.000045085108],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99686766,0.00025926702,0.001333513,0.0005830277,0.00033791133,0.00061863044],"domain_scores_gemma":[0.99812967,0.00007214813,0.0010725339,0.00048650248,0.000015471254,0.00022369437],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006267963,0.00033459027,0.00068333093,0.00026207967,0.00023984282,0.000046388715,0.0002539965,0.00008145375,0.0011406222],"category_scores_gemma":[0.000003491934,0.00031344141,0.00008768342,0.00011486706,0.00009237886,0.00052784366,0.00012294663,0.000080602236,0.0000024826033],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039543253,0.0027229148,0.3131001,0.0018842128,0.0008273757,0.0000064910814,0.51284355,0.00016993191,0.0016277065,0.000055735767,0.0006516675,0.16215603],"study_design_scores_gemma":[0.05126849,0.008761993,0.07899393,0.003675259,0.00029670598,0.000015625066,0.84863096,0.0060836636,0.00093884056,0.00006277664,0.00039109305,0.00088064856],"about_ca_topic_score_codex":0.0067438376,"about_ca_topic_score_gemma":0.008360185,"teacher_disagreement_score":0.33578745,"about_ca_system_score_codex":0.00056353584,"about_ca_system_score_gemma":0.0001526814,"threshold_uncertainty_score":0.99993175},"labels":[],"label_agreement":null},{"id":"W6907951428","doi":"10.25384/sage.13061127.v1","title":"Supplemental Material, questionnaire - Interventional Psychiatry: An Idea Whose Time Has Come?","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Perspective (graphical)","score_opus":0.0791658021755062,"score_gpt":0.3767651424343378,"score_spread":0.2975993402588316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907951428","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12754469,0.0005157464,0.000002247489,0.0127918,0.0014139694,0.001195093,0.8514095,0.00046112595,0.004665813],"genre_scores_gemma":[0.64755,2.1277542e-7,0.00007740238,0.001346723,0.0005487582,0.00026033516,0.34966052,0.000025974612,0.00053011137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877495,0.00010782419,0.00030741162,0.0003607367,0.00016178997,0.00028730705],"domain_scores_gemma":[0.999402,0.000012489384,0.000121489094,0.0001919225,0.000029315535,0.00024278347],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000034581408,0.00018143753,0.00017300012,0.000039948634,0.00022331109,0.00013316398,0.00027719286,0.00008902677,0.89424616],"category_scores_gemma":[0.000016382935,0.00017599744,0.00008868867,0.00010718284,0.000012018842,0.00026708955,0.000098094075,0.000106128886,0.02706688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013592419,0.00042704213,0.0020828932,0.00017472121,0.000042863994,0.000027265438,0.0003148345,2.6376583e-7,0.00003520836,0.00034624065,0.99436545,0.002047263],"study_design_scores_gemma":[0.007917254,0.004833868,0.24858782,0.0038988627,0.00010216668,0.00010363372,0.0008572908,0.00032654457,0.0009051458,0.0008971155,0.73013216,0.0014381396],"about_ca_topic_score_codex":0.000071031296,"about_ca_topic_score_gemma":0.0000455583,"teacher_disagreement_score":0.8671793,"about_ca_system_score_codex":0.00004694517,"about_ca_system_score_gemma":0.000031224507,"threshold_uncertainty_score":0.9736907},"labels":[],"label_agreement":null},{"id":"W6908453903","doi":"10.25916/sut.26284981.v1","title":"Integrating psychologists into the Canadian health care system: the example of Australia","year":2009,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Primary Health Care Research, Evaluation and Development","keywords":"Commission; Mental health; Context (archaeology); Health care; Demographics; Public health; Public policy; Divergence (linguistics)","score_opus":0.1599269639905555,"score_gpt":0.4384909434781858,"score_spread":0.2785639794876303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6908453903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3182235,0.03480127,0.000003830701,0.04372928,0.0045280475,0.014080049,0.2800953,0.00065245,0.30388626],"genre_scores_gemma":[0.9847563,7.671131e-7,0.000029696228,0.0013573073,0.00012265799,0.0001549124,0.013045312,0.000008592127,0.00052447687],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988055,0.00017956803,0.00028321685,0.00022137698,0.00013289276,0.00037743233],"domain_scores_gemma":[0.99904144,0.00008606097,0.00018821892,0.0004818416,0.0000628281,0.0001395887],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012834124,0.00013341593,0.00016127237,0.000048652928,0.00061294873,0.000042523232,0.00045366355,0.000072285366,0.025633898],"category_scores_gemma":[0.000035488614,0.00007103222,0.000057253066,0.00020035032,0.00001579175,0.00003979955,0.000017150183,0.00021645169,0.000878577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021334037,0.000043229975,0.00080203114,0.00028760562,0.00003011114,0.00002871967,0.029560005,0.0000014870966,0.0000015320173,0.004998562,0.8894663,0.0747591],"study_design_scores_gemma":[0.0012109242,0.0009978968,0.62657416,0.0036836069,0.000028907714,0.00007680702,0.029032556,0.000012944375,0.00010994923,0.00019439212,0.3376308,0.00044708722],"about_ca_topic_score_codex":0.60012513,"about_ca_topic_score_gemma":0.54971087,"teacher_disagreement_score":0.6665328,"about_ca_system_score_codex":0.0003169571,"about_ca_system_score_gemma":0.00010043622,"threshold_uncertainty_score":0.9998993},"labels":[],"label_agreement":null},{"id":"W6910257663","doi":"10.48336/kp0v-pj66","title":"University academic staff members as gatekeepers of mental health for graduate students","year":2023,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mental health; Preparedness; Scale (ratio); Mental health literacy; Mental distress; Academic year; Professional development; Higher education; Psychological intervention","score_opus":0.1049974404061362,"score_gpt":0.40844592457103845,"score_spread":0.3034484841649022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6910257663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95403683,0.00003568348,0.000021249776,0.00085929275,0.00954605,0.002715503,0.0003800611,0.00029392695,0.03211141],"genre_scores_gemma":[0.83368784,0.00053215155,0.00007977661,0.000019819843,0.0014082523,0.0000014314016,0.0002887196,0.00005669917,0.16392528],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935138,0.0017995527,0.00042323588,0.0011336624,0.00164174,0.0014879593],"domain_scores_gemma":[0.9969148,0.00064629177,0.00041680393,0.0006775748,0.0005033361,0.000841187],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019169258,0.00039058737,0.0007089039,0.0020781131,0.0028424158,0.000052766332,0.0021255857,0.00043182724,0.00021956094],"category_scores_gemma":[0.00006981886,0.0004928763,0.00039119212,0.0032838592,0.0007628289,0.000705525,0.00095967826,0.0009224858,0.00022149585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.15532549,0.006661281,0.023441654,0.0019252071,0.00560426,0.012694796,0.058958463,0.00026441444,0.013845755,0.12645555,0.5718257,0.022997454],"study_design_scores_gemma":[0.043640867,0.0074954727,0.0071036234,0.0004748907,0.0004158334,0.000051336578,0.23114033,0.00016071435,0.0054843514,0.0004430343,0.7020708,0.001518781],"about_ca_topic_score_codex":0.010309273,"about_ca_topic_score_gemma":0.0003181473,"teacher_disagreement_score":0.17218187,"about_ca_system_score_codex":0.00247614,"about_ca_system_score_gemma":0.0008208933,"threshold_uncertainty_score":0.9997523},"labels":[],"label_agreement":null},{"id":"W6920274153","doi":"10.60692/rzwqb-h9j26","title":"Perceived helpfulness of service sectors used for mental and substance use disorders: Findings from the WHO World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Helpfulness; Mental health; Odds; Odds ratio; Mental health service; Specialty; Logistic regression","score_opus":0.06523176128540006,"score_gpt":0.29226909364233417,"score_spread":0.2270373323569341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920274153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991157,0.000029677189,0.0002871577,0.0008854965,0.00093067536,0.0020237183,0.004550861,0.000055405617,0.00007999691],"genre_scores_gemma":[0.997594,3.8091804e-7,0.000027065205,0.00073338125,0.000027674676,0.00052777317,0.0007727026,0.000016076374,0.00030092828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811256,0.00046632288,0.0006348262,0.00020045399,0.0002871542,0.00029865687],"domain_scores_gemma":[0.9990976,0.00008245521,0.0004263437,0.00027400718,0.000039800758,0.00007981637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007509962,0.00018917935,0.00030499522,0.00013253119,0.0008311967,0.00009017295,0.00021839012,0.000035933346,0.00022021437],"category_scores_gemma":[0.000001986482,0.00014443812,0.00006000339,0.00031335853,0.000030553234,0.0005393059,0.00007257756,0.00009960608,0.000022858383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024214355,0.000013259045,0.6326235,0.00021652433,0.000073323645,1.666862e-7,0.3654944,0.0000050268827,9.943678e-7,0.000116772615,0.00074105186,0.00047281914],"study_design_scores_gemma":[0.0036476068,0.00013594875,0.8754441,0.000122020916,0.000017599128,0.0000046008195,0.11927347,0.00040427363,0.00004150681,0.000002263401,0.0007377519,0.00016885658],"about_ca_topic_score_codex":0.0026054922,"about_ca_topic_score_gemma":0.000708685,"teacher_disagreement_score":0.24622092,"about_ca_system_score_codex":0.00024746722,"about_ca_system_score_gemma":0.000019965835,"threshold_uncertainty_score":0.6392977},"labels":[],"label_agreement":null},{"id":"W6920278455","doi":"10.60692/k1d85-q3211","title":"A United Nations General Assembly Special Session for Mental, Neurological, and Substance Use Disorders: The Time Has Come","year":2012,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"General assembly; Session (web analytics); Psychological intervention; Substance use; Intervention (counseling); Burden of disease; Developed country","score_opus":0.10339315042103911,"score_gpt":0.31154887912528917,"score_spread":0.20815572870425006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920278455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943103,0.00001306107,0.00046698574,0.00056514394,0.0010327767,0.0012965866,0.00027757985,0.0000869377,0.001950634],"genre_scores_gemma":[0.997644,9.822053e-7,0.00010912252,0.00051051937,0.00044394482,0.00031890054,0.00021695904,0.00000902054,0.0007465455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892664,0.00013066402,0.00037875987,0.00011010519,0.0001485353,0.00030527558],"domain_scores_gemma":[0.99937445,0.00006616774,0.00022544178,0.00019580279,0.000045932204,0.000092220485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025001162,0.0001491853,0.00014563378,0.00031777704,0.00074186083,0.00021947558,0.00011310172,0.00009233923,0.00008867252],"category_scores_gemma":[0.000009304663,0.000092096816,0.000043260217,0.0003841865,0.00005160942,0.0009717893,0.000029863557,0.00006853546,0.00036324488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076262956,0.00007480399,0.8082232,0.00023880329,0.00011911581,0.0000010682711,0.16216835,0.000012224719,0.000004131956,0.008834254,0.017249594,0.0023118127],"study_design_scores_gemma":[0.0042316914,0.00031229344,0.8928069,0.000105382525,0.000088360575,0.00005466684,0.009080613,0.0034321893,0.000041695057,0.0000060628577,0.08944234,0.00039780894],"about_ca_topic_score_codex":0.00002498216,"about_ca_topic_score_gemma":0.0000028641848,"teacher_disagreement_score":0.15308774,"about_ca_system_score_codex":0.00003885674,"about_ca_system_score_gemma":0.0000045915467,"threshold_uncertainty_score":0.5705869},"labels":[],"label_agreement":null},{"id":"W6920279393","doi":"10.60692/brkfe-xjy26","title":"Towards measuring effective coverage: critical bottlenecks in quality- and user-adjusted coverage for major depressive disorder in São Paulo metropolitan area, Brazil","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Metropolitan area; Major depressive disorder; Mental health; Health care; Depression (economics); Public health; Disease; Mental health care","score_opus":0.06685079852965688,"score_gpt":0.35633287403405683,"score_spread":0.28948207550439997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920279393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98960966,0.00003682925,0.004767316,0.00015547317,0.0005405896,0.0022183808,0.0004887875,0.0001484224,0.0020345168],"genre_scores_gemma":[0.99774706,7.203615e-7,0.000030835025,0.00019668892,0.000040026956,0.0017076854,0.00010178958,0.000021907555,0.00015329583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750847,0.00043168667,0.00090198417,0.00031156314,0.00028430147,0.0005620163],"domain_scores_gemma":[0.99901325,0.00025814018,0.00021409187,0.00028061005,0.00010080904,0.00013309639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010390079,0.0002692023,0.0004884434,0.0005936963,0.00019341931,0.00013022611,0.00013686536,0.00020697288,0.000040268947],"category_scores_gemma":[0.00015992683,0.00023528139,0.00007340701,0.0004689118,0.00003615554,0.00073476013,0.00008070125,0.00016796627,0.00015414327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016696225,0.00003115491,0.9301688,0.001973587,0.000084655214,0.000034481727,0.058275353,0.000043378463,0.0000017607335,0.0014976405,0.00008609247,0.00613344],"study_design_scores_gemma":[0.007966428,0.00016163799,0.95377314,0.00033707716,0.000029127003,0.000012428254,0.036753748,0.00048006463,0.00012773655,0.000044601144,0.00005110513,0.00026288876],"about_ca_topic_score_codex":0.00066938356,"about_ca_topic_score_gemma":0.0000749773,"teacher_disagreement_score":0.023604324,"about_ca_system_score_codex":0.0005845543,"about_ca_system_score_gemma":0.00002348468,"threshold_uncertainty_score":0.9594497},"labels":[],"label_agreement":null},{"id":"W6920405647","doi":"10.60692/mb4zh-s9v05","title":"Interventions to increase help-seeking for mental health care in low- and middle-income countries: A systematic review","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychological intervention; Mental health; Intervention (counseling); Population; Identification (biology); Health care; Mental health care","score_opus":0.06060997961386781,"score_gpt":0.3543662770609815,"score_spread":0.2937562974471137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920405647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95693654,0.0055634542,0.0012591588,0.0018780216,0.0019364179,0.027967773,0.0026582477,0.00063901534,0.0011613581],"genre_scores_gemma":[0.99480677,0.000014442216,0.00004845713,0.0012330428,0.00002911662,0.0032977818,0.0002646424,0.000015265518,0.00029049083],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9976414,0.00018331468,0.0013863789,0.00019673335,0.00020286057,0.00038933873],"domain_scores_gemma":[0.99895376,0.000030683626,0.00045512064,0.00030020598,0.0000814162,0.00017879946],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009808147,0.00019518743,0.0005867952,0.00050013344,0.0002626291,0.000099915436,0.00014432102,0.00006193808,0.000028412216],"category_scores_gemma":[0.000025217232,0.00016196036,0.00010469175,0.00044500985,0.000012577618,0.0003397486,0.00006992802,0.000057406534,0.001024772],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008552878,0.0000035785872,0.010824431,0.8857163,0.000027518794,0.0000028976694,0.10286766,7.906543e-7,4.1990513e-9,0.00019920946,0.00022812706,0.000043952994],"study_design_scores_gemma":[0.0040031886,0.00038338776,0.017144859,0.8522,0.00010334444,0.000055485718,0.12549202,0.00018172206,0.000002238949,8.9113524e-7,0.00009628237,0.00033659211],"about_ca_topic_score_codex":0.00010382668,"about_ca_topic_score_gemma":0.000018420878,"teacher_disagreement_score":0.037870206,"about_ca_system_score_codex":0.0004402764,"about_ca_system_score_gemma":0.000027399958,"threshold_uncertainty_score":0.99975306},"labels":[],"label_agreement":null},{"id":"W6920519754","doi":"10.60692/z1cfy-dcq87","title":"An integrated community and primary healthcare worker intervention to reduce stigma and improve management of common mental disorders in rural India: protocol for the SMART Mental Health programme","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council","keywords":"Mental health; Cohort; Anxiety; Stigma (botany); Depression (economics); Intervention (counseling); Cohort study; Health care","score_opus":0.05392935315443652,"score_gpt":0.36227673738833727,"score_spread":0.30834738423390073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920519754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9060625,0.000021481912,0.00029604032,0.00077849964,0.0002676313,0.09205939,0.00028523404,0.00004472825,0.00018448211],"genre_scores_gemma":[0.92285407,7.128047e-7,0.00023875695,0.00021431646,0.000008854922,0.076253414,0.0003725172,0.000009996516,0.000047386908],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981875,0.00045019545,0.00076975464,0.00014183493,0.00015041059,0.00030032446],"domain_scores_gemma":[0.9991598,0.000015795402,0.00034950033,0.0002984743,0.000050012655,0.00012642743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084065413,0.00017491015,0.00027211255,0.00012812481,0.00039198398,0.000097486685,0.00013242723,0.00006945175,0.000008653703],"category_scores_gemma":[0.0000014759308,0.00012772791,0.000040711813,0.00021764425,0.000046303096,0.00034228788,0.000114631126,0.0001600545,0.000003717544],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017374615,0.00024724414,0.29631913,0.005894257,0.00012816729,8.9172454e-7,0.17915285,6.916457e-7,8.892451e-7,0.0002656774,0.00011712605,0.51613563],"study_design_scores_gemma":[0.007341314,0.0011627018,0.6369759,0.0015179844,0.000014413223,0.000015647121,0.35217908,0.00015984483,0.000054355605,0.0000047700896,0.0004282335,0.00014574315],"about_ca_topic_score_codex":0.0012480691,"about_ca_topic_score_gemma":0.00023410488,"teacher_disagreement_score":0.5159899,"about_ca_system_score_codex":0.0002877489,"about_ca_system_score_gemma":0.00002228262,"threshold_uncertainty_score":0.5208593},"labels":[],"label_agreement":null},{"id":"W6920532561","doi":"10.60692/n1dzp-q1488","title":"Opportunities and challenges to Integrating mental health into HIV programs in a Low- and Middle-Income Country: Insights from the Nigeria Implementation Science Alliance","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Mental health; Stigma (botany); Alliance; Workforce; Social stigma; Public health; Human immunodeficiency virus (HIV); Workforce development; Health care; Global mental health","score_opus":0.17676289246798468,"score_gpt":0.33946879919907647,"score_spread":0.16270590673109178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920532561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99258775,0.00028982703,0.000081000275,0.0049795425,0.00021569694,0.0014029859,0.000087325985,0.000057567464,0.00029829214],"genre_scores_gemma":[0.99792665,0.000020307576,0.00019703804,0.0014632903,0.00004907257,0.0002446781,0.00008617561,0.000006381076,0.0000063947564],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986319,0.0001021219,0.00055621803,0.0002242231,0.0002347603,0.00025079318],"domain_scores_gemma":[0.99935627,0.000013081224,0.00025581225,0.00014249448,0.00004024372,0.00019207515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033193975,0.00015502011,0.0002005737,0.0000832577,0.00038168748,0.0002465349,0.000155572,0.000036545807,0.000011507279],"category_scores_gemma":[0.000004636312,0.00010621229,0.0000109275825,0.00022348372,0.000080163,0.0007567335,0.00009144647,0.0000709765,0.000040317922],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087287146,0.0000036222295,0.106596395,0.0005922374,0.000012877991,0.0000018450557,0.8771501,2.8747348e-7,5.945439e-7,0.0013655651,0.00001348868,0.014175706],"study_design_scores_gemma":[0.0014497428,0.00023040785,0.18015142,0.0010609839,0.0000040347795,0.000006504682,0.81602806,0.00033066247,0.00002372975,0.000004815198,0.00055672845,0.00015288626],"about_ca_topic_score_codex":0.00043851548,"about_ca_topic_score_gemma":0.00013697211,"teacher_disagreement_score":0.07355502,"about_ca_system_score_codex":0.00016555132,"about_ca_system_score_gemma":0.000045596265,"threshold_uncertainty_score":0.43312114},"labels":[],"label_agreement":null},{"id":"W6920537897","doi":"10.60692/jqm0b-6yq58","title":"Using formative research to inform a mental health intervention for adolescents living in Indian slums: the ARTEMIS study","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council","keywords":"Mental health; Formative assessment; Focus group; Intervention (counseling); Stressor; Slum; mHealth; Psychological resilience; Digital health","score_opus":0.2051818023617637,"score_gpt":0.4570184088604172,"score_spread":0.2518366064986535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920537897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98852164,0.000023446582,0.0018127742,0.00023557774,0.0013993179,0.0069493614,0.00014237128,0.00009725538,0.0008182398],"genre_scores_gemma":[0.9982515,1.1221637e-7,0.0000351127,0.00017860181,0.00008004132,0.0012234694,0.000028498425,0.0000151057475,0.00018754891],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99745613,0.00033956356,0.0010216619,0.00019751275,0.000427967,0.00055716286],"domain_scores_gemma":[0.99927354,0.00003741713,0.00019210046,0.0002793134,0.00009017688,0.00012745852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032297317,0.00017690503,0.00023028874,0.0008694529,0.00063682505,0.00039575758,0.00024265384,0.00007186802,0.000038200687],"category_scores_gemma":[0.000014656493,0.00012408261,0.00007934862,0.0008439076,0.000021280062,0.0010080357,0.00012452385,0.0002253815,0.0006644167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016651831,0.00003872087,0.085545294,0.001504686,0.000046810655,0.0000024728974,0.8990044,0.000007950099,6.682195e-8,0.00015089572,0.00036391543,0.013168252],"study_design_scores_gemma":[0.0020096265,0.0007856873,0.16767536,0.0054046256,0.000011157674,0.000030757634,0.82028645,0.0031446433,0.0000084606045,0.000003101714,0.00046152793,0.0001786238],"about_ca_topic_score_codex":0.00043736814,"about_ca_topic_score_gemma":0.00004091451,"teacher_disagreement_score":0.08213007,"about_ca_system_score_codex":0.0011405777,"about_ca_system_score_gemma":0.000047086723,"threshold_uncertainty_score":0.85399544},"labels":[],"label_agreement":null},{"id":"W6920594110","doi":"10.60692/rn584-9br13","title":"Validation of the Opening Minds Scale and patterns of stigma in Chilean primary health care","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Stigma (botany); Psychological intervention; Scale (ratio); Confirmatory factor analysis; Latin Americans; Public health; Mental health; Health care","score_opus":0.026534461833619086,"score_gpt":0.28033043622679454,"score_spread":0.25379597439317547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920594110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954618,0.00001619414,0.000037421094,0.00003477223,0.00029540434,0.00082915,0.000106447274,0.000009587026,0.0032092244],"genre_scores_gemma":[0.9997257,1.2520508e-7,0.000022501894,0.000090484406,0.000010450153,0.00002681116,0.00004007474,0.000004075216,0.00007978972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990357,0.0000976517,0.0005262639,0.00008007804,0.00014075467,0.00011952286],"domain_scores_gemma":[0.9992841,0.0000060164502,0.0004357849,0.00021215023,0.000033944834,0.000027998401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022025293,0.00007620773,0.00019587585,0.000115587834,0.000048177084,0.00001451715,0.000096651325,0.000047222533,0.000035395795],"category_scores_gemma":[7.9045543e-7,0.000052450978,0.000025286827,0.000100418685,0.0000106801535,0.00023625528,0.00004412536,0.0000475244,0.000032519627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033853703,0.0000021802348,0.86082,0.0011773378,0.0000059757017,6.228692e-8,0.13596545,0.000007145558,6.28068e-7,0.000028374352,0.000006000737,0.0019530056],"study_design_scores_gemma":[0.0012225796,0.00006055637,0.96090233,0.00040022188,0.000004609912,0.0000040372383,0.036731742,0.000019384888,0.0005994988,1.2361218e-7,0.000010730892,0.000044166885],"about_ca_topic_score_codex":0.0002451791,"about_ca_topic_score_gemma":0.0000028151997,"teacher_disagreement_score":0.10008236,"about_ca_system_score_codex":0.00008962898,"about_ca_system_score_gemma":0.000018209917,"threshold_uncertainty_score":0.21388888},"labels":[],"label_agreement":null},{"id":"W6920635453","doi":"10.60692/411dp-d8t79","title":"Studying the context of psychoses to improve outcomes in Ethiopia (SCOPE): Protocol paper","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Context (archaeology); Identification (biology); Psychological intervention; Protocol (science); Psychosis; Epidemiology","score_opus":0.06542640800642252,"score_gpt":0.36648978093518575,"score_spread":0.30106337292876323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920635453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8812898,0.00001380958,0.0002851743,0.0006245603,0.0023304827,0.09103961,0.00015103226,0.00019757461,0.024068004],"genre_scores_gemma":[0.9301946,2.5393135e-8,0.00002202387,0.000638687,0.00004042867,0.068224326,0.0000031685267,0.000009629973,0.00086708827],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998486,0.00010492708,0.0008045571,0.00015565674,0.00021747104,0.00023138554],"domain_scores_gemma":[0.99936837,0.000034796776,0.00015500555,0.00034140068,0.000047474852,0.000052961168],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004842876,0.00015925462,0.00024923586,0.00022112169,0.000083555155,0.00011971832,0.00019917429,0.000082505256,0.00015519434],"category_scores_gemma":[0.0000069432176,0.00008817,0.00006240451,0.0002558431,0.000019445932,0.00043910026,0.000046989728,0.00012390551,0.0014823684],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060103624,0.000029899724,0.3829575,0.002839216,0.00018119997,0.0000102201775,0.5674419,0.0000038365956,0.0000064697306,0.0046315845,0.00091155537,0.040385623],"study_design_scores_gemma":[0.0072357995,0.00075848453,0.70637083,0.002172466,0.000059627226,0.000022328133,0.26217848,0.00015345891,0.0011045415,0.0000070277765,0.01940537,0.00053157384],"about_ca_topic_score_codex":0.00017556881,"about_ca_topic_score_gemma":0.0000062330887,"teacher_disagreement_score":0.32341337,"about_ca_system_score_codex":0.000096553274,"about_ca_system_score_gemma":0.00002211228,"threshold_uncertainty_score":0.9992951},"labels":[],"label_agreement":null},{"id":"W6920690220","doi":"10.6084/m9.figshare.26753854","title":"Additional file 5 of Psychometric properties of the Knowledge and Attitudes to Mental Health Scales in a Dutch sample (KAMHS-NL): A comprehensive mental health literacy measure in adolescents","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sample (material); Mental health; Measure (data warehouse); Mental health literacy; Psychometrics; Scale (ratio); Health literacy; Item response theory","score_opus":0.0926358109114446,"score_gpt":0.3879432903879603,"score_spread":0.2953074794765157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920690220","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027336342,0.01566347,4.326204e-8,0.00071118376,0.00014549038,0.0014934732,0.95449525,0.000018465353,0.00013627912],"genre_scores_gemma":[0.8227117,0.000028525907,0.000078030294,0.00045638374,0.000043406704,0.0009715661,0.17555024,0.000021022655,0.00013911132],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983478,0.00021863329,0.00049933867,0.0003590292,0.00024234469,0.00033285818],"domain_scores_gemma":[0.9992673,0.00023229793,0.00014338677,0.00017841403,0.000055210057,0.00012343994],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000064836946,0.0001833019,0.00034623133,0.00042092198,0.000109707114,0.000026868598,0.00019199523,0.000058195226,0.31823233],"category_scores_gemma":[0.00009852534,0.00013474432,0.00006604695,0.0010407517,0.000026626361,0.00012270406,0.00014147497,0.00018463434,0.00020255354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011721471,0.00073488447,0.0040171584,0.0029305143,0.000024156638,0.0000012556991,0.0049342527,2.3280788e-7,0.0000057003394,0.000006721042,0.9459689,0.04125899],"study_design_scores_gemma":[0.0010545948,0.00036969382,0.79132134,0.06546394,0.0000017126902,0.000013490313,0.0005861501,0.0000456562,0.000023866083,0.000012998708,0.14093922,0.0001673474],"about_ca_topic_score_codex":0.00044500225,"about_ca_topic_score_gemma":0.0017566368,"teacher_disagreement_score":0.8050297,"about_ca_system_score_codex":0.0002601853,"about_ca_system_score_gemma":0.00015588237,"threshold_uncertainty_score":0.6823909},"labels":[],"label_agreement":null},{"id":"W6920693319","doi":"10.6084/m9.figshare.22621931","title":"Additional file 1 of Mental health challenges, treatment experiences, and care needs of post-secondary students: a cross-sectional mixed-methods study","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Lawrence College; Waypoint Centre for Mental Health Care; Queen's University","funders":"","keywords":"Mental health; Mental health care; Health care; MEDLINE; Data collection; Mental illness","score_opus":0.08552134289534219,"score_gpt":0.4594070590665301,"score_spread":0.37388571617118793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920693319","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.115308024,0.0024537581,8.962398e-9,0.000024587986,0.00018455878,0.0009037387,0.8797105,0.00004497996,0.0013698254],"genre_scores_gemma":[0.15397337,0.000025946867,0.00009581964,0.000045215576,0.00008100189,0.006297457,0.83826256,0.000020776824,0.001197845],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983763,0.00023618556,0.00045483417,0.00032153667,0.0003179149,0.0002932019],"domain_scores_gemma":[0.9985325,0.00071992696,0.00028258856,0.00022368049,0.00010596005,0.00013538213],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000081331535,0.00019810331,0.00032441647,0.00022532132,0.00023903047,0.000022431932,0.00020031235,0.000083861494,0.9681719],"category_scores_gemma":[0.000076265605,0.0001751743,0.00008729649,0.0002653263,0.00003351971,0.00011031124,0.00015694721,0.00008507306,0.00041926917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010492402,0.0010138149,0.0019736248,0.0002570571,0.00014568979,0.000009448985,0.058683578,1.3754811e-7,5.973454e-7,0.0000037559184,0.83869696,0.09911044],"study_design_scores_gemma":[0.0014016329,0.0025386633,0.70549524,0.00034740556,0.0000039321385,0.0000112784655,0.17661212,0.000001053891,0.000013708231,0.0000031289705,0.113455445,0.000116375595],"about_ca_topic_score_codex":0.00013352184,"about_ca_topic_score_gemma":0.00009397608,"teacher_disagreement_score":0.96775264,"about_ca_system_score_codex":0.00014532657,"about_ca_system_score_gemma":0.00013663761,"threshold_uncertainty_score":0.71434003},"labels":[],"label_agreement":null},{"id":"W6920710889","doi":"10.6084/m9.figshare.14498818.v1","title":"Additional file 1 of Feasibility and acceptability of brief individual interpersonal psychotherapy among university students with mental distress in Ethiopia","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Distress; Mental health; Interpersonal communication; Qualitative research; Psychological distress; Interpersonal relationship","score_opus":0.04852326120567599,"score_gpt":0.3481357934669809,"score_spread":0.2996125322613049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920710889","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4108148,0.000028657412,2.955357e-8,0.000008107303,0.00001125542,0.00015997274,0.58801085,0.0000041162775,0.000962246],"genre_scores_gemma":[0.5144777,0.000001216918,0.00006028705,0.000020204025,0.000007786733,0.00004424352,0.4850747,0.0000043932246,0.0003094497],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99906015,0.0001285144,0.00016535136,0.00028985518,0.00022303623,0.00013308713],"domain_scores_gemma":[0.9992234,0.0003653496,0.00013359981,0.00016262625,0.000053397307,0.00006162819],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003229213,0.0001004756,0.00018026517,0.000038928807,0.00004506118,0.000009739293,0.00016602401,0.00007557823,0.9872019],"category_scores_gemma":[0.000036726888,0.00009536388,0.00003973327,0.00015542828,0.000058735615,0.00011553991,0.00006563783,0.00012384048,0.00001963318],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004871151,0.0013608328,0.3595773,0.00018434829,0.0000917067,0.000035487807,0.001977613,7.4292565e-8,0.0000010241453,0.000007679812,0.62947565,0.0068011982],"study_design_scores_gemma":[0.001590301,0.00012772455,0.9863154,0.0005823209,0.0000049961845,0.0000036142385,0.0014174375,0.00000134392,0.000039838334,0.000011648599,0.009828814,0.00007654104],"about_ca_topic_score_codex":0.00008347283,"about_ca_topic_score_gemma":0.0012243073,"teacher_disagreement_score":0.9871823,"about_ca_system_score_codex":0.000058207566,"about_ca_system_score_gemma":0.00004181762,"threshold_uncertainty_score":0.3888826},"labels":[],"label_agreement":null},{"id":"W6920722407","doi":"10.6084/m9.figshare.26724611","title":"Additional file 1 of Predicting CBT modality, treatment participation, and reliable improvements for individuals with anxiety and depression in a specialized mental health centre: a retrospective population-based cohort study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario Tech University; Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Depression (economics); Anxiety; Mental health; Retrospective cohort study; Cohort study","score_opus":0.03150324249489621,"score_gpt":0.3626504956286954,"score_spread":0.33114725313379917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920722407","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17181756,0.00011360161,2.2825112e-7,0.000058084108,0.00003263021,0.0032446359,0.82454777,0.000028037864,0.00015744439],"genre_scores_gemma":[0.4767127,0.0000011446616,0.00015727112,0.000029002613,0.00004013192,0.005123961,0.51776826,0.000012457054,0.0001550889],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988055,0.000066263565,0.00030865936,0.00041380545,0.00018772957,0.00021804427],"domain_scores_gemma":[0.9992867,0.00032040407,0.00016498489,0.000107583626,0.000038935745,0.000081371756],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007307972,0.00014420255,0.0002395135,0.00008359496,0.00016159106,0.00003814422,0.000033716024,0.000046393543,0.36723664],"category_scores_gemma":[0.00007497126,0.00011474674,0.000023917337,0.00015329508,0.000006413832,0.0001155619,0.000024702134,0.000051097442,0.000014511796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012413377,0.00052303186,0.69265366,0.00013947724,0.000078446814,0.0000017087277,0.000925113,0.0000018264633,1.3951582e-7,0.000002839651,0.3025899,0.0029597532],"study_design_scores_gemma":[0.0025931373,0.00066822796,0.99011743,0.0016554095,0.00002166701,8.372052e-7,0.00040785468,0.0007745929,0.0000068351787,0.00003153298,0.0036297753,0.00009271944],"about_ca_topic_score_codex":0.0009245542,"about_ca_topic_score_gemma":0.00084768416,"teacher_disagreement_score":0.36722213,"about_ca_system_score_codex":0.00028274106,"about_ca_system_score_gemma":0.000066659704,"threshold_uncertainty_score":0.6333418},"labels":[],"label_agreement":null},{"id":"W6920731464","doi":"10.6084/m9.figshare.20408535","title":"Additional file 1 of The feasibility and effectiveness of a novel online mental health literacy course in supporting university student mental health: a pilot study","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Mental health; Mental health literacy; Scale (ratio); Table (database); Course (navigation); Literacy; Computer literacy","score_opus":0.10355177633485046,"score_gpt":0.46188039842001105,"score_spread":0.3583286220851606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920731464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6994863,0.00004346706,1.317737e-7,0.0002283022,0.00008240514,0.0026209753,0.2973833,6.5259286e-7,0.00015444557],"genre_scores_gemma":[0.9847642,0.0000014107172,0.00025781852,0.000060621092,0.000006851027,0.00008962601,0.014401451,0.000006629143,0.00041137234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780774,0.00097643415,0.00039935164,0.00034412803,0.0002564508,0.00021591524],"domain_scores_gemma":[0.9987714,0.00044376438,0.00047589498,0.00021194835,0.000020853502,0.00007609576],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00093141134,0.0001087212,0.00032143932,0.000055419772,0.00040006993,0.000010791127,0.00033538768,0.000010887361,0.21674028],"category_scores_gemma":[0.000010491615,0.00009583739,0.00003099295,0.00024847672,0.000067835455,0.00011114388,0.0006733278,0.00015621794,0.0000028108414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008474555,0.15678199,0.61427015,0.00027658287,0.00032942853,0.00003045518,0.05150384,0.000008418397,0.000054374246,0.000050358834,0.0807416,0.08747823],"study_design_scores_gemma":[0.0055305017,0.004323748,0.9609377,0.00017835245,0.0000068477675,0.0000105811505,0.024269303,0.000019156965,0.0000034410205,0.0000027169756,0.0046473993,0.00007029806],"about_ca_topic_score_codex":0.0028059708,"about_ca_topic_score_gemma":0.0021952307,"teacher_disagreement_score":0.3466675,"about_ca_system_score_codex":0.0005072292,"about_ca_system_score_gemma":0.0002561138,"threshold_uncertainty_score":0.7839757},"labels":[],"label_agreement":null},{"id":"W6920735871","doi":"10.60692/6qwen-new59","title":"Studying the context of psychoses to improve outcomes in Ethiopia (SCOPE): protocol paper","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Psychological intervention; Context (archaeology); Participatory action research; Intervention (counseling); Rural area; Identification (biology); Scope (computer science); Formative assessment","score_opus":0.08183764593779962,"score_gpt":0.3699596249707916,"score_spread":0.28812197903299197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920735871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92859703,0.0000010069411,0.00004694959,0.00036253585,0.0008871646,0.060013212,0.00008691859,0.00014305947,0.009862124],"genre_scores_gemma":[0.91728616,2.1831177e-8,0.000012947459,0.00067125575,0.000028136456,0.08105082,0.00000573606,0.000008814619,0.0009361155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839246,0.00012104132,0.0008229679,0.00014127893,0.0002411558,0.00028107368],"domain_scores_gemma":[0.99916935,0.000035376386,0.00028036625,0.00039659825,0.00006105883,0.000057221696],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058600784,0.00015289114,0.00027204663,0.00026101078,0.00011796879,0.000056435925,0.00023299755,0.000082270424,0.00009950607],"category_scores_gemma":[0.000012333782,0.00008891631,0.000054976066,0.00040759132,0.000019450776,0.00033318676,0.000065375025,0.00009787526,0.0026133263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004339094,0.000016594993,0.6933147,0.0006908673,0.00006753217,0.0000035878927,0.2924108,0.0000053845824,0.0000038020596,0.0008392182,0.0007044623,0.011509149],"study_design_scores_gemma":[0.0040017734,0.00021820219,0.8571676,0.00025599374,0.0000108948425,0.0000027200324,0.13556267,0.00003045277,0.000308164,0.0000016514185,0.0022795873,0.00016030607],"about_ca_topic_score_codex":0.00018763947,"about_ca_topic_score_gemma":0.0000075666003,"teacher_disagreement_score":0.16385287,"about_ca_system_score_codex":0.00007072129,"about_ca_system_score_gemma":0.0000155371,"threshold_uncertainty_score":0.9981633},"labels":[],"label_agreement":null},{"id":"W6920759465","doi":"10.6084/m9.figshare.19092513","title":"Additional file 1 of Perceived helpfulness of service sectors used for mental and substance use disorders: Findings from the WHO World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Helpfulness; Mental health; Logistic regression; Mental health service; Service provider; Prevalence of mental disorders; Substance use","score_opus":0.07467849929604674,"score_gpt":0.3562039096409825,"score_spread":0.2815254103449357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920759465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5536026,0.00004337074,7.496025e-7,0.00075668946,0.00011455358,0.0009758317,0.44432828,8.808734e-7,0.00017706376],"genre_scores_gemma":[0.7979198,0.000004843379,0.00072374736,0.0005532207,0.0000382987,0.0016095818,0.19195786,0.00003219623,0.007160416],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985159,0.00040593173,0.00032417776,0.00032428614,0.00020149593,0.00022819391],"domain_scores_gemma":[0.99770033,0.0017530207,0.00026094576,0.00019878331,0.00002265139,0.0000642821],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033108034,0.00013644151,0.00027909823,0.000047169706,0.0005133013,0.000036781246,0.0003667654,0.000024328147,0.739385],"category_scores_gemma":[0.000010691819,0.000115027935,0.00004761094,0.00024358416,0.00006636754,0.00020044713,0.00015877603,0.000097595825,0.00001781042],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059149467,0.00068483554,0.0195457,0.000030644835,0.0001469046,8.51923e-7,0.020821065,0.000001119389,0.000048408856,0.000021676906,0.9424152,0.015692119],"study_design_scores_gemma":[0.0037419512,0.00045688884,0.7201868,0.00021688033,0.000021263757,0.0000026626387,0.014790987,0.00006819272,0.00015393662,0.00007749597,0.26004997,0.00023297308],"about_ca_topic_score_codex":0.0065469746,"about_ca_topic_score_gemma":0.04913428,"teacher_disagreement_score":0.7393672,"about_ca_system_score_codex":0.000092094066,"about_ca_system_score_gemma":0.000053968764,"threshold_uncertainty_score":0.98971105},"labels":[],"label_agreement":null},{"id":"W6920774833","doi":"10.60692/wnfkd-k1196","title":"Grand Challenges: Integrating Mental Health Care into the Non-Communicable Disease Agenda","year":2013,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Mental health; Mental health care; Perspective (graphical); Health care; Primary care; Disease; Integrated care","score_opus":0.05721054111097129,"score_gpt":0.31298009694076734,"score_spread":0.25576955582979605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920774833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92445064,0.0015367868,0.00043418707,0.004518441,0.0017023627,0.0043988572,0.00012855271,0.00030424763,0.06252593],"genre_scores_gemma":[0.99752283,0.000005564408,0.00009779514,0.0010022367,0.00007329431,0.0007783862,0.00014320474,0.000013754724,0.00036294432],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998395,0.0002107128,0.00064041914,0.0001570986,0.00022818068,0.00036857117],"domain_scores_gemma":[0.998725,0.000013839618,0.0003431714,0.0006495365,0.000079003315,0.00018944114],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028502717,0.0002126036,0.00025487426,0.0001123055,0.0008840619,0.00018948966,0.00035184642,0.000062680025,0.00022680327],"category_scores_gemma":[0.0000032263927,0.00012908292,0.000080007114,0.00011944074,0.000042321368,0.0006772497,0.000101026926,0.000150279,0.0029660002],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062291096,0.0000069510893,0.010598846,0.0007227004,0.000047646176,0.0000010341736,0.9574929,0.0000014715072,5.8261342e-8,0.0004900285,0.0022976634,0.028278425],"study_design_scores_gemma":[0.002364519,0.00015562493,0.06414991,0.000512973,0.000020991656,0.0000117744885,0.92730695,0.0004320188,0.000014229845,0.0000047638346,0.0047578034,0.00026845947],"about_ca_topic_score_codex":0.0009205796,"about_ca_topic_score_gemma":0.000014395001,"teacher_disagreement_score":0.07307218,"about_ca_system_score_codex":0.00028036276,"about_ca_system_score_gemma":0.000032980286,"threshold_uncertainty_score":0.9978103},"labels":[],"label_agreement":null},{"id":"W6920791448","doi":"10.6084/m9.figshare.14516318.v1","title":"Additional file 2 of Deployment of the consultation-liaison model in adult and child-adolescent psychiatry and its impact on improving mental health treatment","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Software deployment; Mental health; Sample (material); MEDLINE; Public health","score_opus":0.03222246570685313,"score_gpt":0.3451256092403758,"score_spread":0.31290314353352267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920791448","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051918685,0.00078173605,3.126726e-8,0.00053734676,0.00004024344,0.00054462056,0.945726,0.000006104326,0.0004452527],"genre_scores_gemma":[0.5973352,0.000026185082,0.00007530931,0.0004925567,0.000027746477,0.0005381106,0.40122613,0.000013976539,0.0002647741],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991827,0.00006220811,0.00024885443,0.00021887329,0.00012255501,0.00016483114],"domain_scores_gemma":[0.99938756,0.00015901121,0.00021700074,0.00012103363,0.000043188094,0.00007217994],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000013742054,0.0001290507,0.00017788504,0.000041312927,0.00009934437,0.0000056919303,0.000047343394,0.000046102214,0.47287697],"category_scores_gemma":[0.0000612377,0.00008900962,0.00004839321,0.00009101113,0.000008213447,0.00004232666,0.000037040314,0.00007361904,0.0000274334],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015877986,0.0012374634,0.00073282677,0.00045556924,0.000049304548,0.0000020891932,0.000821932,0.00003493426,0.0000045650777,0.00006305333,0.9842611,0.012178358],"study_design_scores_gemma":[0.011991783,0.00230836,0.93213946,0.02847651,0.000035070836,0.000081184124,0.0021315531,0.011619051,0.0012041783,0.000079305275,0.009406704,0.0005268733],"about_ca_topic_score_codex":0.000059659076,"about_ca_topic_score_gemma":0.00019187761,"teacher_disagreement_score":0.9748544,"about_ca_system_score_codex":0.00012719308,"about_ca_system_score_gemma":0.00015068734,"threshold_uncertainty_score":0.5276049},"labels":[],"label_agreement":null},{"id":"W6920794661","doi":"10.60692/r2kbs-7w852","title":"Opportunities and challenges to Integrating mental health into HIV programs in a Low- and Middle-Income Country: Insights from the Nigeria Implementation Science Alliance","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Mental health; Stigma (botany); Workforce; Alliance; Social stigma; Human immunodeficiency virus (HIV); Public health; Health care; Workforce development; Global mental health","score_opus":0.17676289246798468,"score_gpt":0.33946879919907647,"score_spread":0.16270590673109178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920794661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99258775,0.00028982703,0.000081000275,0.0049795425,0.00021569694,0.0014029859,0.000087325985,0.000057567464,0.00029829214],"genre_scores_gemma":[0.99792665,0.000020307576,0.00019703804,0.0014632903,0.00004907257,0.0002446781,0.00008617561,0.000006381076,0.0000063947564],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986319,0.0001021219,0.00055621803,0.0002242231,0.0002347603,0.00025079318],"domain_scores_gemma":[0.99935627,0.000013081224,0.00025581225,0.00014249448,0.00004024372,0.00019207515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033193975,0.00015502011,0.0002005737,0.0000832577,0.00038168748,0.0002465349,0.000155572,0.000036545807,0.000011507279],"category_scores_gemma":[0.000004636312,0.00010621229,0.0000109275825,0.00022348372,0.000080163,0.0007567335,0.00009144647,0.0000709765,0.000040317922],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087287146,0.0000036222295,0.106596395,0.0005922374,0.000012877991,0.0000018450557,0.8771501,2.8747348e-7,5.945439e-7,0.0013655651,0.00001348868,0.014175706],"study_design_scores_gemma":[0.0014497428,0.00023040785,0.18015142,0.0010609839,0.0000040347795,0.000006504682,0.81602806,0.00033066247,0.00002372975,0.000004815198,0.00055672845,0.00015288626],"about_ca_topic_score_codex":0.00043851548,"about_ca_topic_score_gemma":0.00013697211,"teacher_disagreement_score":0.07355502,"about_ca_system_score_codex":0.00016555132,"about_ca_system_score_gemma":0.000045596265,"threshold_uncertainty_score":0.43312114},"labels":[],"label_agreement":null},{"id":"W6920888970","doi":"10.6084/m9.figshare.26724614","title":"Additional file 2 of Predicting CBT modality, treatment participation, and reliable improvements for individuals with anxiety and depression in a specialized mental health centre: a retrospective population-based cohort study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario Tech University; Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Depression (economics); Anxiety; Mental health; Retrospective cohort study; Cohort study","score_opus":0.03053877643331206,"score_gpt":0.36205040528003163,"score_spread":0.3315116288467196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920888970","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1712753,0.00011527456,2.2444533e-7,0.000057911147,0.000032833756,0.003244212,0.8250855,0.000028070179,0.00016065656],"genre_scores_gemma":[0.47524542,0.0000011720068,0.0001546546,0.000029056513,0.00004070239,0.00505131,0.5193094,0.000012465024,0.00015579887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880576,0.00006624477,0.0003087752,0.00041354602,0.00018769031,0.00021797707],"domain_scores_gemma":[0.9992906,0.00031661184,0.00016517853,0.00010741103,0.000038863385,0.00008136201],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000727457,0.00014416418,0.00023956256,0.00008354916,0.00016160097,0.000038213486,0.00003370032,0.00004639377,0.3635453],"category_scores_gemma":[0.000074213276,0.00011471535,0.000023913466,0.00015319536,0.000006413758,0.000115628165,0.000024699226,0.000051087598,0.000014382114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012442465,0.0005265143,0.6932553,0.00014150848,0.000078991274,0.0000017598936,0.0009321839,0.0000018465197,1.3640053e-7,0.0000029013854,0.30188483,0.0030495985],"study_design_scores_gemma":[0.0026131738,0.0006696608,0.98999155,0.0016416061,0.000021644624,8.4044063e-7,0.00040517945,0.0007718037,0.0000068132094,0.00003180656,0.0037532013,0.00009274207],"about_ca_topic_score_codex":0.0009323377,"about_ca_topic_score_gemma":0.00085187715,"teacher_disagreement_score":0.36353093,"about_ca_system_score_codex":0.00028280882,"about_ca_system_score_gemma":0.00006641137,"threshold_uncertainty_score":0.6370365},"labels":[],"label_agreement":null},{"id":"W6920914658","doi":"10.6084/m9.figshare.14151209","title":"Additional file 2 of An integrated community and primary healthcare worker intervention to reduce stigma and improve management of common mental disorders in rural India: protocol for the SMART Mental Health programme","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council","keywords":"Checklist; Mental health; Intervention (counseling); Protocol (science); Table (database); Primary care; Cluster (spacecraft); Health care; Stigma (botany)","score_opus":0.05932851503498318,"score_gpt":0.3980040668795768,"score_spread":0.33867555184459364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920914658","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009082942,0.000083955005,1.9221699e-7,0.00059023715,0.00003603635,0.05852506,0.9314783,0.0000136851795,0.00018955297],"genre_scores_gemma":[0.022012811,0.0000015878068,0.0003601129,0.00018380908,0.00001051739,0.3069512,0.67028356,0.00001374806,0.00018267613],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987363,0.0003188676,0.0003884092,0.00018575076,0.00012212883,0.00024852334],"domain_scores_gemma":[0.99913186,0.00028508235,0.00023135978,0.00020276073,0.00004401036,0.00010490641],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013260148,0.00013874607,0.00022051047,0.000058230336,0.00023737416,0.000022192366,0.00013158408,0.00005793915,0.21202162],"category_scores_gemma":[0.000025820542,0.00011229014,0.000045365534,0.00018493993,0.000029045177,0.000101844744,0.00018327251,0.00019073262,0.000005281094],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048675464,0.0014056198,0.0002788446,0.0017862231,0.00005322048,0.0000012365895,0.0013299196,4.4252353e-8,9.472236e-7,0.000010074255,0.45175466,0.54289246],"study_design_scores_gemma":[0.009219071,0.0048697977,0.6653922,0.022019513,0.000015460255,0.00001914614,0.04270058,0.00007640938,0.00010681969,0.00015671583,0.25508147,0.00034278058],"about_ca_topic_score_codex":0.0008031983,"about_ca_topic_score_gemma":0.0036385313,"teacher_disagreement_score":0.6651134,"about_ca_system_score_codex":0.0001321153,"about_ca_system_score_gemma":0.000043756823,"threshold_uncertainty_score":0.7886987},"labels":[],"label_agreement":null},{"id":"W6920920697","doi":"10.6084/m9.figshare.26656990","title":"Additional file 1 of Costs of major depression covered / not covered in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Depression (economics); Great Depression; MEDLINE; Public health","score_opus":0.023496084604472427,"score_gpt":0.2876846453644056,"score_spread":0.26418856075993313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920920697","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010480911,0.00030779358,1.0265289e-8,0.000010640219,0.00011702862,0.00027383436,0.9804922,0.000013328172,0.008304303],"genre_scores_gemma":[0.33110943,5.3121454e-7,0.0000098836235,0.00008934059,0.000030460718,0.0006058963,0.66249883,0.000009896423,0.0056457585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913466,0.000037482525,0.0002549893,0.00020629117,0.00019495323,0.00017161849],"domain_scores_gemma":[0.99876183,0.0009267993,0.000090959875,0.00012141595,0.000041380637,0.000057597903],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000012713609,0.00006213279,0.00016157201,0.000029418567,0.00003445909,0.000030604657,0.00011736232,0.000077310804,0.99777275],"category_scores_gemma":[0.00019542115,0.00009266793,0.000037979138,0.00016175583,0.000006297681,0.000069507405,0.000043291493,0.000092632494,0.00042136756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017063352,0.00006936929,0.00031436599,0.00026708798,0.000018728962,0.00016136395,0.000014506965,3.063549e-7,0.0000028499755,9.439011e-7,0.98727167,0.011861741],"study_design_scores_gemma":[0.0007397029,0.00006305817,0.2756974,0.014551617,0.000006072003,0.000026803522,0.00007557879,0.000042931602,0.000098746714,0.00001786998,0.7085342,0.00014601216],"about_ca_topic_score_codex":0.65672207,"about_ca_topic_score_gemma":0.9433074,"teacher_disagreement_score":0.99735135,"about_ca_system_score_codex":0.0001649114,"about_ca_system_score_gemma":0.0002684227,"threshold_uncertainty_score":0.5415968},"labels":[],"label_agreement":null},{"id":"W6920941249","doi":"10.6084/m9.figshare.26597825","title":"Additional file 1 of Culturally adapted psychosocial interventions (CaPSI) for early psychosis in a low-resource setting: study protocol for a large multi-center RCT","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Psychosocial; Randomized controlled trial; Psychological intervention; Protocol (science); Early psychosis; Psychosis","score_opus":0.12255456469349117,"score_gpt":0.48872289159829635,"score_spread":0.36616832690480516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920941249","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014251458,0.000009384634,0.00010980719,0.00038875281,0.00026490015,0.38927162,0.5910548,0.000013059181,0.004636208],"genre_scores_gemma":[0.015478843,4.0109782e-8,0.006012321,0.00005536541,0.00014228983,0.9395311,0.022062663,0.0000362901,0.016681107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998277,0.00011510544,0.0006086112,0.00051296555,0.00013262373,0.00035367682],"domain_scores_gemma":[0.9990091,0.0004819634,0.00018657495,0.00018431022,0.000066630746,0.00007146629],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026375204,0.00018801697,0.00027390374,0.00013348759,0.00015437615,0.0001351993,0.00036730626,0.00009804622,0.53639823],"category_scores_gemma":[0.000051089508,0.00015845698,0.00025135136,0.00022460448,0.00002181818,0.00020257848,0.00008020409,0.00012726692,0.00030338988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012851715,0.010288939,0.00058005756,0.00024973156,0.0001987014,0.000006753372,0.004326753,1.11952936e-7,0.0000023029093,0.000019399477,0.9513529,0.031689167],"study_design_scores_gemma":[0.017143866,0.0015919153,0.012762158,0.0028549188,0.00004056726,0.0000023969642,0.0028071145,0.00017736905,0.00001126844,0.000033790962,0.9623547,0.00021988954],"about_ca_topic_score_codex":0.00005662681,"about_ca_topic_score_gemma":0.0010646302,"teacher_disagreement_score":0.56899214,"about_ca_system_score_codex":0.00006466005,"about_ca_system_score_gemma":0.000033645785,"threshold_uncertainty_score":0.6461688},"labels":[],"label_agreement":null},{"id":"W6920942540","doi":"10.6084/m9.figshare.26724620","title":"Additional file 4 of Predicting CBT modality, treatment participation, and reliable improvements for individuals with anxiety and depression in a specialized mental health centre: a retrospective population-based cohort study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario Tech University; Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Depression (economics); Anxiety; Mental health; Retrospective cohort study; Cohort study","score_opus":0.031207129033381437,"score_gpt":0.3625904376928201,"score_spread":0.33138330865943866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920942540","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17220767,0.00011450824,2.3068536e-7,0.000057792284,0.00003266072,0.0032485335,0.8241526,0.00002805341,0.00015796036],"genre_scores_gemma":[0.4805361,0.0000011550278,0.00015538748,0.00002892351,0.000040058003,0.005028969,0.5140444,0.000012416463,0.00015256877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880546,0.000066202374,0.00030886897,0.00041368828,0.00018775192,0.00021805111],"domain_scores_gemma":[0.999289,0.0003185275,0.00016503085,0.00010749568,0.00003860829,0.000081369704],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000731014,0.00014419391,0.000239582,0.0000836043,0.00016164736,0.000038227576,0.000033719094,0.000046393532,0.35906804],"category_scores_gemma":[0.0000740667,0.00011474049,0.000023917615,0.0001532305,0.0000064151923,0.00011565127,0.000024695022,0.000051087285,0.0000143922725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012692816,0.0005274836,0.6989909,0.00014173826,0.00007905841,0.0000017458844,0.0009338015,0.0000018206927,1.3916679e-7,0.0000029361897,0.29617363,0.0030198349],"study_design_scores_gemma":[0.0026140441,0.0006769055,0.9901547,0.0016554359,0.000021634745,8.3771687e-7,0.00040717956,0.00077774754,0.00000683758,0.00003187547,0.0035600737,0.00009272571],"about_ca_topic_score_codex":0.00092638895,"about_ca_topic_score_gemma":0.0008554972,"teacher_disagreement_score":0.35905364,"about_ca_system_score_codex":0.00028276403,"about_ca_system_score_gemma":0.00006647928,"threshold_uncertainty_score":0.6415179},"labels":[],"label_agreement":null},{"id":"W6920984956","doi":"10.6084/m9.figshare.28059295","title":"Additional file 1 of The relationship between neighbourhood income and youth mental health service use differs by immigration experience: analysis of population-based data in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of British Columbia; Simon Fraser University","funders":"","keywords":"Neighbourhood (mathematics); Immigration; Mental health; Longitudinal data; Mental health service; Ethnic group; Service (business)","score_opus":0.07114078868666887,"score_gpt":0.35898991252038887,"score_spread":0.28784912383371997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920984956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55008143,0.000034554494,4.046825e-7,0.0001268053,0.000028879485,0.00023245096,0.44946286,4.409667e-7,0.0000321664],"genre_scores_gemma":[0.6971679,3.914501e-7,0.0000722966,0.000050059123,0.0000055652126,0.000036694706,0.3022933,0.000003924733,0.00036988725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895847,0.00013060079,0.00035619648,0.00026330026,0.0001808455,0.000110584755],"domain_scores_gemma":[0.9987138,0.00079753925,0.00016178783,0.0002609756,0.00001465573,0.000051226096],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009906504,0.00005569402,0.0001872217,0.00005206272,0.00014130463,0.0001227853,0.00025293315,0.000038340335,0.18993548],"category_scores_gemma":[0.00004371114,0.00006504071,0.000018336237,0.0007102754,0.00002282819,0.0002576945,0.00008701754,0.000070509726,0.0000017946239],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055792684,0.000042263266,0.9584643,0.000015482887,0.00006768937,4.639508e-7,0.00101262,0.0000017259118,1.1988995e-7,8.5902644e-7,0.036439225,0.0039496403],"study_design_scores_gemma":[0.00022217722,0.000016960008,0.9962302,0.00020818783,0.00006554129,3.504061e-7,0.0016622648,0.000547508,4.5040758e-7,0.0000032717205,0.000989231,0.00005385518],"about_ca_topic_score_codex":0.9795899,"about_ca_topic_score_gemma":0.9933416,"teacher_disagreement_score":0.18993367,"about_ca_system_score_codex":0.00011472948,"about_ca_system_score_gemma":0.00019767818,"threshold_uncertainty_score":0.810805},"labels":[],"label_agreement":null},{"id":"W6920990057","doi":"10.6084/m9.figshare.25264376.v1","title":"Additional file 1 of Fear of depression recurrence among individuals with remitted depression: a qualitative interview study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Depression (economics); Qualitative research; Interview; Qualitative analysis; Anxiety; Semi-structured interview","score_opus":0.10172564362398899,"score_gpt":0.4289994361090115,"score_spread":0.3272737924850225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920990057","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0111129,0.00088319095,2.9259195e-7,0.00000859456,0.00004451139,0.00067472603,0.98182786,0.00003935546,0.0054085515],"genre_scores_gemma":[0.35282147,7.7667727e-7,0.00014971232,0.000018306626,0.000035831185,0.0027725096,0.6430518,0.000016344777,0.0011332544],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99855936,0.00035342298,0.00032612975,0.0003281927,0.000278744,0.0001541415],"domain_scores_gemma":[0.99734133,0.0020439336,0.00023404442,0.00022705628,0.00009044158,0.00006316949],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000088101115,0.00013917004,0.0002362431,0.00010388283,0.000054817458,0.000015735262,0.00019617149,0.00007059932,0.990512],"category_scores_gemma":[0.0002778511,0.000097447744,0.00005374636,0.00033776302,0.000020212217,0.0001523705,0.00010229321,0.00016158243,0.0008665448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003551125,0.00032820264,0.0008068644,0.00046776712,0.00009757935,0.000029343284,0.006924952,1.3604141e-7,2.7497714e-7,0.0000016090543,0.96617997,0.025127796],"study_design_scores_gemma":[0.0015016424,0.00157292,0.63796794,0.12850212,0.00009075708,0.000022445,0.017519975,0.000044365846,0.00024235337,0.000099610275,0.21198006,0.0004558127],"about_ca_topic_score_codex":0.000024100402,"about_ca_topic_score_gemma":0.000020240626,"teacher_disagreement_score":0.9896455,"about_ca_system_score_codex":0.000020647636,"about_ca_system_score_gemma":0.000042050033,"threshold_uncertainty_score":0.99991137},"labels":[],"label_agreement":null},{"id":"W6921038659","doi":"10.6084/m9.figshare.26724614.v1","title":"Additional file 2 of Predicting CBT modality, treatment participation, and reliable improvements for individuals with anxiety and depression in a specialized mental health centre: a retrospective population-based cohort study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario Tech University; Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Depression (economics); Anxiety; Mental health; Retrospective cohort study; Cohort study","score_opus":0.03053877643331206,"score_gpt":0.36205040528003163,"score_spread":0.3315116288467196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921038659","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1712753,0.00011527456,2.2444533e-7,0.000057911147,0.000032833756,0.003244212,0.8250855,0.000028070179,0.00016065656],"genre_scores_gemma":[0.47524542,0.0000011720068,0.0001546546,0.000029056513,0.00004070239,0.00505131,0.5193094,0.000012465024,0.00015579887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880576,0.00006624477,0.0003087752,0.00041354602,0.00018769031,0.00021797707],"domain_scores_gemma":[0.9992906,0.00031661184,0.00016517853,0.00010741103,0.000038863385,0.00008136201],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000727457,0.00014416418,0.00023956256,0.00008354916,0.00016160097,0.000038213486,0.00003370032,0.00004639377,0.3635453],"category_scores_gemma":[0.000074213276,0.00011471535,0.000023913466,0.00015319536,0.000006413758,0.000115628165,0.000024699226,0.000051087598,0.000014382114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012442465,0.0005265143,0.6932553,0.00014150848,0.000078991274,0.0000017598936,0.0009321839,0.0000018465197,1.3640053e-7,0.0000029013854,0.30188483,0.0030495985],"study_design_scores_gemma":[0.0026131738,0.0006696608,0.98999155,0.0016416061,0.000021644624,8.4044063e-7,0.00040517945,0.0007718037,0.0000068132094,0.00003180656,0.0037532013,0.00009274207],"about_ca_topic_score_codex":0.0009323377,"about_ca_topic_score_gemma":0.00085187715,"teacher_disagreement_score":0.36353093,"about_ca_system_score_codex":0.00028280882,"about_ca_system_score_gemma":0.00006641137,"threshold_uncertainty_score":0.6370365},"labels":[],"label_agreement":null},{"id":"W6921058015","doi":"10.6084/m9.figshare.c.3634607_d3","title":"Additional file 3: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Immigration; Mental health service; Service (business); Service provider; Health services","score_opus":0.08392208435231557,"score_gpt":0.33330518281521726,"score_spread":0.2493830984629017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921058015","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27265584,0.00012166794,8.698173e-9,0.00015037987,0.00010920405,0.00064925425,0.7261135,0.000009006055,0.00019115864],"genre_scores_gemma":[0.19964439,0.0000012433583,0.000007851169,0.0007469469,0.000025796031,0.0010712537,0.7943141,0.000015390531,0.0041730623],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998274,0.00010222067,0.00045693672,0.00043168853,0.00038954354,0.00034559052],"domain_scores_gemma":[0.9987482,0.0004268423,0.00024306851,0.00020165609,0.00007685429,0.0003033803],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031760912,0.00021399562,0.0002983133,0.000072655705,0.0001539098,0.000038890874,0.00015939026,0.000064283144,0.9353702],"category_scores_gemma":[0.000042673844,0.00020011095,0.000026508536,0.00017900967,0.000009216026,0.00014322923,0.00008323288,0.00022491487,0.00014924299],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017200227,0.0008581501,0.105158284,0.000015210344,0.000045521752,0.000009401067,0.0008258197,1.443251e-7,4.398779e-7,1.4189689e-7,0.8926274,0.00028743755],"study_design_scores_gemma":[0.0017369972,0.00012630892,0.7497695,0.0003875889,0.0000023116081,0.000002414218,0.00040547876,0.0000051737566,0.0000025156169,0.000003458402,0.24743986,0.00011836478],"about_ca_topic_score_codex":0.9830079,"about_ca_topic_score_gemma":0.99909234,"teacher_disagreement_score":0.93522096,"about_ca_system_score_codex":0.0009206085,"about_ca_system_score_gemma":0.0005087355,"threshold_uncertainty_score":0.8160288},"labels":[],"label_agreement":null},{"id":"W6921179583","doi":"10.6084/m9.figshare.c.3634607_d4","title":"Additional file 4: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Mental health service; Service (business); Service provider; Affect (linguistics)","score_opus":0.08341741251734835,"score_gpt":0.33298002581598124,"score_spread":0.24956261329863288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921179583","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27170414,0.00012157945,8.706385e-9,0.00015262683,0.00010935209,0.00064998365,0.7270625,0.0000090178255,0.00019078133],"genre_scores_gemma":[0.19754192,0.000001247287,0.0000078706835,0.0007545776,0.000025853633,0.001073807,0.79637325,0.000015428566,0.004206064],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99827397,0.00010233568,0.0004569044,0.0004316817,0.00038954255,0.00034559626],"domain_scores_gemma":[0.9987481,0.00042700858,0.00024305645,0.00020157202,0.000076855744,0.00030338488],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031787815,0.0002139909,0.00029830533,0.00007267871,0.00015391991,0.000038891267,0.00015927973,0.00006428276,0.9359903],"category_scores_gemma":[0.000042372092,0.00020010948,0.00002650925,0.00017761346,0.000009216289,0.00014320239,0.0000831999,0.00022492583,0.00015122678],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017233024,0.0008594012,0.10340761,0.0000152389275,0.000045607452,0.000009462126,0.00082898536,1.44628e-7,4.415075e-7,1.3971021e-7,0.8943705,0.000290175],"study_design_scores_gemma":[0.0017338203,0.00012611227,0.74846923,0.0003850233,0.0000023085809,0.0000024100384,0.00040538146,0.0000052028786,0.000002511776,0.0000034866027,0.24874629,0.000118214404],"about_ca_topic_score_codex":0.9828949,"about_ca_topic_score_gemma":0.9990767,"teacher_disagreement_score":0.93583906,"about_ca_system_score_codex":0.00092068326,"about_ca_system_score_gemma":0.0005086696,"threshold_uncertainty_score":0.8160228},"labels":[],"label_agreement":null},{"id":"W6923564692","doi":"10.1371/journal.pone.0301796.s005","title":"S3 File -","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Health care; Context (archaeology); Grounded theory; Organizational structure; Quality (philosophy); Organizational culture; Health policy","score_opus":0.09941812296965925,"score_gpt":0.41970830970699985,"score_spread":0.3202901867373406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923564692","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047180775,0.002982959,7.458555e-8,0.00022954133,0.0004479772,0.00017858011,0.66110027,0.00023393579,0.33435488],"genre_scores_gemma":[0.25647312,0.0000014443241,0.000023085939,0.0009406099,0.0005956204,0.00125978,0.6145723,0.000032759905,0.12610127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957407,0.000011842881,0.00006556786,0.00014867536,0.000051202707,0.00014865381],"domain_scores_gemma":[0.9997322,0.00009331989,0.000009241608,0.000112871596,0.000006000525,0.0000463551],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000008730593,0.000057552574,0.0000470469,0.000030698073,0.00004654047,0.00003971271,0.000076731,0.000043130527,0.9901014],"category_scores_gemma":[0.000015231566,0.000046856545,0.00003214506,0.00009378292,0.0000013191096,0.00005677216,0.000023405546,0.00006661065,0.20551823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021492376,0.000016181219,0.0000051845727,0.00008820909,0.000009465052,0.00010063858,0.00012227312,2.2599554e-8,5.368111e-7,0.00014118526,0.9526108,0.046903353],"study_design_scores_gemma":[0.00006503792,0.000026620162,0.0023705277,0.0005926558,0.0000023758473,0.000008589669,0.00002614381,0.000018720251,0.00003290349,0.00006871697,0.9967341,0.00005360788],"about_ca_topic_score_codex":0.000018651832,"about_ca_topic_score_gemma":0.0000037086616,"teacher_disagreement_score":0.78458315,"about_ca_system_score_codex":0.000019314384,"about_ca_system_score_gemma":0.0000081584585,"threshold_uncertainty_score":0.7951004},"labels":[],"label_agreement":null},{"id":"W6923623543","doi":"10.14288/1.0356869","title":"Canadian Pacific Railway dinner menu from 1921","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Tourism; Work (physics); Government (linguistics)","score_opus":0.05198320761350478,"score_gpt":0.37282619752219687,"score_spread":0.3208429899086921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923623543","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012432984,0.000052853757,0.000004629961,0.002836932,0.0023753513,0.0007105829,0.00027964098,0.00001895135,0.9812881],"genre_scores_gemma":[0.42773992,0.0000061990445,0.000071685165,0.00014911173,0.00011632167,0.00027571313,0.00004748492,0.000010686692,0.57158285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991323,0.00005542796,0.00014006831,0.00028880048,0.00006487933,0.00031855082],"domain_scores_gemma":[0.99890465,0.000043385196,0.00008524468,0.0006706427,0.000025674271,0.00027037913],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009427961,0.00010587989,0.00014491311,0.000054178352,0.010160839,0.0017485758,0.00060054514,0.000082673534,0.03316588],"category_scores_gemma":[0.000013229228,0.00009826114,0.00003702973,0.0001441405,0.00004206631,0.00023859157,0.00009193381,0.0001090323,0.0008912766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034219684,0.00010811439,0.004888133,0.0000011015354,0.00007699447,0.000032068863,0.0003776664,1.6851209e-7,0.0000044818194,0.0006653658,0.98732185,0.006489845],"study_design_scores_gemma":[0.0013704385,0.00007357392,0.038175885,0.000017796525,0.000034328797,0.000006072682,0.0006867692,0.000010311979,0.000057065787,0.0023521702,0.9570353,0.00018027681],"about_ca_topic_score_codex":0.96732414,"about_ca_topic_score_gemma":0.9268238,"teacher_disagreement_score":0.41530693,"about_ca_system_score_codex":0.00025819227,"about_ca_system_score_gemma":0.00012555404,"threshold_uncertainty_score":0.99988663},"labels":[],"label_agreement":null},{"id":"W6923635229","doi":"10.1371/journal.pone.0301796.s002","title":"Interview guide.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Context (archaeology); Health care; Organizational culture; Organizational structure; Grounded theory; Quality (philosophy); Anxiety","score_opus":0.18278121774124226,"score_gpt":0.46370251555789754,"score_spread":0.2809212978166553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923635229","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034001673,0.029841803,0.0000012503019,0.0011519062,0.001212925,0.0003935427,0.115521744,0.00041315035,0.85112363],"genre_scores_gemma":[0.5251881,0.000023971757,0.000057420013,0.004836123,0.0011334723,0.0018839918,0.20373754,0.00008029706,0.2630591],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949276,0.000027611923,0.00011171468,0.0001660056,0.00005282025,0.0001491088],"domain_scores_gemma":[0.99973774,0.000052924333,0.000012355692,0.00013934399,0.000009374098,0.000048250484],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000028277902,0.000068748755,0.000064085594,0.000036015168,0.000035613946,0.000046330417,0.00011156203,0.00004095272,0.8892029],"category_scores_gemma":[0.000013644767,0.000053630654,0.000047079888,0.00010178207,0.0000014206448,0.000063232386,0.000040178977,0.00006924583,0.14143582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.183642e-7,0.000013249497,0.0000045809948,0.0002123042,0.000012432217,0.00008684688,0.00010273224,9.7980495e-9,3.9208115e-7,0.00040559392,0.794553,0.20460798],"study_design_scores_gemma":[0.000070020185,0.000029607441,0.0010478012,0.0017319407,0.0000041729845,0.000013789989,0.000030833922,0.0000120805,0.000022094975,0.00011411713,0.99686664,0.000056888275],"about_ca_topic_score_codex":0.000010708616,"about_ca_topic_score_gemma":0.000004761486,"teacher_disagreement_score":0.7477671,"about_ca_system_score_codex":0.000028776765,"about_ca_system_score_gemma":0.000008302435,"threshold_uncertainty_score":0.85923266},"labels":[],"label_agreement":null},{"id":"W6930581182","doi":"10.5281/zenodo.1405103","title":"X-Rays From Cepheids: Why?","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Magnetohydrodynamic drive; Shock wave; Phase (matter); Magnetic field; Envelope (radar); Event (particle physics); Shock (circulatory); Waveform","score_opus":0.09578312138051252,"score_gpt":0.3861765098700353,"score_spread":0.2903933884895228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930581182","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07671555,0.0015108007,0.0000018594114,0.00049704633,0.0014395765,0.000686922,0.44378898,0.00032908627,0.47503018],"genre_scores_gemma":[0.8650427,9.005042e-7,0.00008094444,0.0032525614,0.0015986584,0.00032847453,0.123712875,0.000027429003,0.0059554633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992725,0.000033132765,0.00011969153,0.00023956284,0.00008999388,0.00024510134],"domain_scores_gemma":[0.99947053,0.000070811264,0.000051857234,0.0002816548,0.00003380779,0.000091309426],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000013947854,0.00010075032,0.00009736781,0.000024903253,0.00013249055,0.00002648779,0.00018999747,0.00008302287,0.9290628],"category_scores_gemma":[0.000028373135,0.00008665892,0.000035278586,0.00008599788,0.000007773762,0.00007857729,0.00005160272,0.00006760441,0.1364926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002088652,0.00006217291,0.0004394601,0.000010163599,0.000018439798,0.000018643395,0.00041214845,6.9365163e-9,0.000008798159,0.000039968738,0.9804883,0.01848104],"study_design_scores_gemma":[0.00063350453,0.00015338945,0.04564926,0.0003304009,0.000007660748,0.0000021368658,0.00013396896,0.0000070696115,0.00067296776,0.00029262653,0.95196754,0.00014947768],"about_ca_topic_score_codex":0.00022317286,"about_ca_topic_score_gemma":0.00008024108,"teacher_disagreement_score":0.7925702,"about_ca_system_score_codex":0.000024391164,"about_ca_system_score_gemma":0.0000072838293,"threshold_uncertainty_score":0.86417973},"labels":[],"label_agreement":null},{"id":"W6931410120","doi":"10.5281/zenodo.6675187","title":"Modelling seasonal dynamics of secondary growth in R","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Work (physics); Limiting; Function (biology); Synchronism; Nucleofection","score_opus":0.04135295376070975,"score_gpt":0.296696759849427,"score_spread":0.25534380608871726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931410120","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001282073,0.00047357302,0.00042721507,0.00014763194,0.00020491239,0.0005472726,0.0013138182,0.00029837355,0.9953051],"genre_scores_gemma":[0.1821171,0.0005799081,0.000502393,0.00024928694,0.00040852238,6.805814e-7,0.036048297,0.018979566,0.76111424],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839014,0.00034993835,0.00026409872,0.00039744788,0.00028537182,0.00031298623],"domain_scores_gemma":[0.9993217,0.000017813669,0.00019586495,0.0003088814,0.000063876505,0.00009187105],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033187802,0.00016166225,0.00022809202,0.00047276064,0.00045677763,0.00006851672,0.0007365783,0.00011651556,0.46451804],"category_scores_gemma":[0.000019784131,0.00018196202,0.00004992994,0.0004181498,0.00008365781,0.000052527463,0.00065197644,0.00043139618,0.0028810492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013781889,0.00048601467,0.00004013976,0.00040330482,0.0001025616,0.00006349237,0.0008980392,0.000069805006,0.0000024336641,0.02531831,0.89498657,0.07749152],"study_design_scores_gemma":[0.000858033,0.00017863528,0.00010987709,0.00006803347,0.000014247052,0.00002902586,0.0004891104,0.0012754352,0.0000020454088,0.00026450757,0.9965329,0.00017811001],"about_ca_topic_score_codex":0.00043531295,"about_ca_topic_score_gemma":0.0000051653838,"teacher_disagreement_score":0.461637,"about_ca_system_score_codex":0.0002854132,"about_ca_system_score_gemma":0.000004042217,"threshold_uncertainty_score":0.9978953},"labels":[],"label_agreement":null},{"id":"W6931420188","doi":"10.5281/zenodo.3983024","title":"A Psychometric report on Yost's Attitudes toward Sadomasochism Scale","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Jerome's University","funders":"","keywords":"Sadomasochism; Scale (ratio); Confirmatory factor analysis; Sample (material); Function (biology); Test (biology); Amotivation","score_opus":0.10691906188606852,"score_gpt":0.3548147031503452,"score_spread":0.24789564126427666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931420188","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38417703,0.00030319157,0.00088877085,0.008471594,0.0005717068,0.0011679207,0.00017117515,0.0014632304,0.60278535],"genre_scores_gemma":[0.99408853,0.00003858294,0.00012387846,0.001288343,0.00031363918,1.8300499e-7,0.0009140588,0.0008173832,0.0024153925],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980397,0.00022222984,0.00032489412,0.0006117082,0.0003893602,0.00041209746],"domain_scores_gemma":[0.99889016,0.0000254639,0.00014042604,0.00043950725,0.00015561488,0.00034881517],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036364672,0.00016841518,0.00019053131,0.00024741652,0.0013210436,0.0003186608,0.0007141093,0.00007801187,0.039257757],"category_scores_gemma":[0.00020696963,0.0001623938,0.00006989481,0.0010327979,0.000094325806,0.0001423082,0.00038917165,0.0002809254,0.03512134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006657148,0.0011352944,0.0006309976,0.00017590303,0.00014585032,0.0003058477,0.004513032,0.000007100599,0.0005538402,0.0043069585,0.61536306,0.37219638],"study_design_scores_gemma":[0.0013298551,0.0010184927,0.03141205,0.000031062886,0.000019534367,0.00022740438,0.00033711965,0.000019708203,0.00018663079,0.000075623175,0.96512103,0.00022145883],"about_ca_topic_score_codex":0.000026780337,"about_ca_topic_score_gemma":1.539606e-7,"teacher_disagreement_score":0.6099115,"about_ca_system_score_codex":0.00011580775,"about_ca_system_score_gemma":0.0000019194247,"threshold_uncertainty_score":0.9999791},"labels":[],"label_agreement":null},{"id":"W6939119645","doi":"10.60692/mh83j-wra58","title":"Pathways to care in first-episode psychosis in low-resource settings: Implications for policy and practice","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"dup; Mental health; Intervention (counseling); Faith; Mental illness; Mental health service; Population; Psychosis; Mental health care","score_opus":0.05888070704193423,"score_gpt":0.3517296308809135,"score_spread":0.2928489238389793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939119645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97843,0.000017587232,0.00041817423,0.005646071,0.00023633354,0.0030357982,0.0005821925,0.00020899774,0.011424888],"genre_scores_gemma":[0.9957477,4.4119076e-7,0.00016207928,0.0012442083,0.00007387489,0.002528674,0.00012431822,0.000013126304,0.00010560183],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987114,0.000075550364,0.00056306296,0.00020050183,0.00009387953,0.0003555767],"domain_scores_gemma":[0.9992493,0.000110726265,0.00019094622,0.0002784045,0.00006662898,0.000104007704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040812322,0.00013941522,0.0001809332,0.00071506045,0.00017422064,0.0000832181,0.00012474523,0.000103355436,0.00000454996],"category_scores_gemma":[0.000074676376,0.00012965068,0.00002998219,0.00079439435,0.000010854035,0.00040071728,0.0000461205,0.000063128005,0.00048030243],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042565542,0.000014321347,0.38376108,0.0013594633,0.000023523233,0.0000027114015,0.59520596,0.00013010578,3.3145167e-7,0.002915587,0.0021639534,0.013997307],"study_design_scores_gemma":[0.003918203,0.00018417992,0.7528315,0.0006952833,0.000018569264,0.000030066534,0.21711718,0.00029684725,0.000023415989,0.000010672427,0.024555193,0.00031890254],"about_ca_topic_score_codex":0.00033771346,"about_ca_topic_score_gemma":0.00004789309,"teacher_disagreement_score":0.37808877,"about_ca_system_score_codex":0.00028123407,"about_ca_system_score_gemma":0.00001117451,"threshold_uncertainty_score":0.61734766},"labels":[],"label_agreement":null},{"id":"W6939147029","doi":"10.60692/gtmr1-sm845","title":"Studying the context of psychoses to improve outcomes in Ethiopia (SCOPE): protocol paper","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Psychological intervention; Context (archaeology); Participatory action research; Intervention (counseling); Rural area; Identification (biology); Scope (computer science); Formative assessment","score_opus":0.08183764593779962,"score_gpt":0.3699596249707916,"score_spread":0.28812197903299197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939147029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92859703,0.0000010069411,0.00004694959,0.00036253585,0.0008871646,0.060013212,0.00008691859,0.00014305947,0.009862124],"genre_scores_gemma":[0.91728616,2.1831177e-8,0.000012947459,0.00067125575,0.000028136456,0.08105082,0.00000573606,0.000008814619,0.0009361155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839246,0.00012104132,0.0008229679,0.00014127893,0.0002411558,0.00028107368],"domain_scores_gemma":[0.99916935,0.000035376386,0.00028036625,0.00039659825,0.00006105883,0.000057221696],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058600784,0.00015289114,0.00027204663,0.00026101078,0.00011796879,0.000056435925,0.00023299755,0.000082270424,0.00009950607],"category_scores_gemma":[0.000012333782,0.00008891631,0.000054976066,0.00040759132,0.000019450776,0.00033318676,0.000065375025,0.00009787526,0.0026133263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004339094,0.000016594993,0.6933147,0.0006908673,0.00006753217,0.0000035878927,0.2924108,0.0000053845824,0.0000038020596,0.0008392182,0.0007044623,0.011509149],"study_design_scores_gemma":[0.0040017734,0.00021820219,0.8571676,0.00025599374,0.0000108948425,0.0000027200324,0.13556267,0.00003045277,0.000308164,0.0000016514185,0.0022795873,0.00016030607],"about_ca_topic_score_codex":0.00018763947,"about_ca_topic_score_gemma":0.0000075666003,"teacher_disagreement_score":0.16385287,"about_ca_system_score_codex":0.00007072129,"about_ca_system_score_gemma":0.0000155371,"threshold_uncertainty_score":0.9981633},"labels":[],"label_agreement":null},{"id":"W6939268692","doi":"10.60692/6s2j0-bzh72","title":"Reducing stigma toward mental illness and substance use issues in primary health care in Chile: Protocol of a cluster controlled trial study","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Mental illness; Intervention (counseling); Stigma (botany); Substance use; Addiction; Protocol (science); Brief intervention; Randomized controlled trial","score_opus":0.04941526543420125,"score_gpt":0.3408847215480401,"score_spread":0.29146945611383884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939268692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85091585,0.000018828388,0.000005168334,0.00005242816,0.0004162882,0.14810129,0.00011140389,0.000029810059,0.0003489559],"genre_scores_gemma":[0.8445753,6.833393e-8,0.0000154576,0.000112008245,0.000026018119,0.15515631,0.00004072742,0.0000086437085,0.00006550213],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99716705,0.0006852361,0.0013231438,0.0002140418,0.00033781028,0.00027268956],"domain_scores_gemma":[0.9990188,0.000019631205,0.000633501,0.00023504345,0.000034748013,0.000058284862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084082934,0.00017876014,0.0006146961,0.00039111418,0.00021422503,0.000053402367,0.00012611577,0.00004542018,0.0000598566],"category_scores_gemma":[0.000003996405,0.00014966927,0.000039824696,0.0002736431,0.000018762517,0.0004901682,0.00007818352,0.00014510396,0.0000068785994],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08957241,0.00009854902,0.24356152,0.00074049836,0.000028415941,0.0000057843963,0.66465425,0.000024782605,5.6194235e-8,0.000010979455,0.00006462685,0.0012381212],"study_design_scores_gemma":[0.40559715,0.0018773609,0.24121906,0.00022116823,0.000011776442,0.000013661067,0.35062087,0.000093007504,0.000006882346,1.8653866e-7,0.00013482945,0.00020405163],"about_ca_topic_score_codex":0.0007535753,"about_ca_topic_score_gemma":0.00003532998,"teacher_disagreement_score":0.31602475,"about_ca_system_score_codex":0.0006562651,"about_ca_system_score_gemma":0.000054709002,"threshold_uncertainty_score":0.61033356},"labels":[],"label_agreement":null},{"id":"W6939333915","doi":"10.6084/m9.figshare.20408284","title":"Additional file 1 of An intervention to reduce stigma and improve management of depression, risk of suicide/self-harm and other significant emotional or medically unexplained complaints among adolescents living in urban slums: protocol for the ARTEMIS project","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council","keywords":"Intervention (counseling); Stigma (botany); Protocol (science); Data collection; Young adult; MEDLINE","score_opus":0.05844557489523701,"score_gpt":0.4055141244130727,"score_spread":0.3470685495178357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939333915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7978573,0.0000073589367,0.00004812868,0.000025649833,0.00005979825,0.11698883,0.0844147,0.0000026347975,0.00059559214],"genre_scores_gemma":[0.7233892,4.314522e-7,0.0041903253,0.000021467938,0.00002880628,0.26989287,0.0013922594,0.000019888092,0.001064765],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986309,0.00024647295,0.0004691537,0.00029549238,0.0002181846,0.00013979942],"domain_scores_gemma":[0.9988367,0.0004921659,0.00042337924,0.00015928203,0.000033890617,0.000054610686],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058885367,0.000101399455,0.00019181959,0.0000829834,0.00014314469,0.000014818531,0.00024831694,0.00003023329,0.14949635],"category_scores_gemma":[0.000051930474,0.00007179227,0.000030248195,0.0001252079,0.000069340764,0.000077542696,0.00025257646,0.00008157539,0.000001359199],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013057732,0.011058649,0.13775711,0.0022100874,0.00069375284,0.00002924233,0.013162134,0.000017661967,0.00019872666,0.000036070393,0.16548811,0.6562907],"study_design_scores_gemma":[0.008300137,0.0024514426,0.9572117,0.0053041405,0.00009171826,0.000008121205,0.013336813,0.0014441632,0.00042670712,0.000041467083,0.011163076,0.00022056911],"about_ca_topic_score_codex":0.0005953173,"about_ca_topic_score_gemma":0.00026661626,"teacher_disagreement_score":0.81945455,"about_ca_system_score_codex":0.00004022497,"about_ca_system_score_gemma":0.000030868785,"threshold_uncertainty_score":0.8512811},"labels":[],"label_agreement":null},{"id":"W6939353849","doi":"10.60692/07dtc-twm75","title":"The Sub-Saharan Africa Regional Partnership (SHARP) for Mental Health Capacity Building: a program protocol for building implementation science and mental health research and policymaking capacity in Malawi and Tanzania","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada","funders":"","keywords":"Capacity building; General partnership; Mental health; Mentorship; Tanzania; Global mental health; Protocol (science); Health services research; Program evaluation","score_opus":0.38036883944032146,"score_gpt":0.4854275992448362,"score_spread":0.10505875980451473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939353849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8575084,0.000019712892,0.0000916954,0.0016948406,0.000122397,0.14013071,0.00021473576,0.00005336844,0.00016413235],"genre_scores_gemma":[0.9032785,9.2681177e-7,0.0008885106,0.00016748815,0.000046398956,0.09555997,0.00002444418,0.000012501946,0.00002121001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713403,0.00021665277,0.00079161226,0.0003967719,0.00052817236,0.00093277206],"domain_scores_gemma":[0.9987925,0.000078393234,0.0004908455,0.0002095107,0.00018084151,0.00024785686],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0050998237,0.00020675137,0.0002797647,0.00039451916,0.0019471644,0.0004939249,0.0001738589,0.00006983967,0.0000036908916],"category_scores_gemma":[0.000016121143,0.00015531358,0.000027619899,0.00040010552,0.00027729815,0.0008467491,0.00009318322,0.00014646021,0.0000037986658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046190997,0.00014400632,0.42473006,0.010757615,0.0001142411,5.901731e-7,0.41546938,0.000001494418,0.0000930699,0.062099002,0.0061007026,0.07587075],"study_design_scores_gemma":[0.06529416,0.013046403,0.566682,0.0041828016,0.000023935061,0.0004169028,0.23034805,0.011677437,0.0016613257,0.0006021894,0.10438834,0.0016764462],"about_ca_topic_score_codex":0.00031917158,"about_ca_topic_score_gemma":0.00004530471,"teacher_disagreement_score":0.18512133,"about_ca_system_score_codex":0.0008175023,"about_ca_system_score_gemma":0.00015401609,"threshold_uncertainty_score":0.99935216},"labels":[],"label_agreement":null},{"id":"W6939362797","doi":"10.6084/m9.figshare.19336040.v1","title":"Additional file 1 of A week long “pep” talk – initial and 2–3-year longitudinal data on the Ottawa Psychiatry Enrichment Program (OPEP)","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; University of Toronto; University of Ottawa","funders":"","keywords":"Sample (material); Data collection; Longitudinal data; Data file; Longitudinal study","score_opus":0.1051453467574654,"score_gpt":0.3748417651988085,"score_spread":0.2696964184413431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939362797","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010623457,0.00015858178,2.0066244e-8,0.00043971583,0.0001701504,0.0007751939,0.9781774,0.000039781404,0.019176796],"genre_scores_gemma":[0.05608723,4.3575557e-7,0.00012387236,0.0004470167,0.00023853652,0.0065529067,0.93529326,0.000017914097,0.0012388221],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870586,0.00012414301,0.00022328041,0.00038653915,0.00030969168,0.0002504658],"domain_scores_gemma":[0.9984957,0.00072439533,0.00017842319,0.00050629774,0.000024361378,0.00007085371],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006197813,0.0001405429,0.0001352974,0.000054390766,0.00039444692,0.000031469557,0.0004742781,0.000041154686,0.99716204],"category_scores_gemma":[0.000114314564,0.00010906982,0.00004196226,0.00017530043,0.000020434532,0.0000886961,0.00047346632,0.00024288052,0.0012741537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007839472,0.0008781168,0.00015044147,0.00005875666,0.000051474348,0.00003411276,0.000042449847,2.7457023e-7,3.6549544e-8,0.00011619362,0.9857042,0.012885561],"study_design_scores_gemma":[0.00050959556,0.0008708841,0.08163295,0.00037024322,0.000012564039,0.000039637565,0.0003349376,0.000021108139,0.0000013096818,0.00005146138,0.91602707,0.0001282337],"about_ca_topic_score_codex":0.00002810615,"about_ca_topic_score_gemma":0.0000612904,"teacher_disagreement_score":0.9958879,"about_ca_system_score_codex":0.000034560395,"about_ca_system_score_gemma":0.000063182946,"threshold_uncertainty_score":0.9995035},"labels":[],"label_agreement":null},{"id":"W6939441497","doi":"10.6084/m9.figshare.14151209.v1","title":"Additional file 2 of An integrated community and primary healthcare worker intervention to reduce stigma and improve management of common mental disorders in rural India: protocol for the SMART Mental Health programme","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Checklist; Mental health; Intervention (counseling); Protocol (science); Table (database); Primary care; Cluster (spacecraft); Health care; Stigma (botany)","score_opus":0.05932851503498318,"score_gpt":0.3980040668795768,"score_spread":0.33867555184459364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939441497","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009082942,0.000083955005,1.9221699e-7,0.00059023715,0.00003603635,0.05852506,0.9314783,0.0000136851795,0.00018955297],"genre_scores_gemma":[0.022012811,0.0000015878068,0.0003601129,0.00018380908,0.00001051739,0.3069512,0.67028356,0.00001374806,0.00018267613],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987363,0.0003188676,0.0003884092,0.00018575076,0.00012212883,0.00024852334],"domain_scores_gemma":[0.99913186,0.00028508235,0.00023135978,0.00020276073,0.00004401036,0.00010490641],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013260148,0.00013874607,0.00022051047,0.000058230336,0.00023737416,0.000022192366,0.00013158408,0.00005793915,0.21202162],"category_scores_gemma":[0.000025820542,0.00011229014,0.000045365534,0.00018493993,0.000029045177,0.000101844744,0.00018327251,0.00019073262,0.000005281094],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048675464,0.0014056198,0.0002788446,0.0017862231,0.00005322048,0.0000012365895,0.0013299196,4.4252353e-8,9.472236e-7,0.000010074255,0.45175466,0.54289246],"study_design_scores_gemma":[0.009219071,0.0048697977,0.6653922,0.022019513,0.000015460255,0.00001914614,0.04270058,0.00007640938,0.00010681969,0.00015671583,0.25508147,0.00034278058],"about_ca_topic_score_codex":0.0008031983,"about_ca_topic_score_gemma":0.0036385313,"teacher_disagreement_score":0.6651134,"about_ca_system_score_codex":0.0001321153,"about_ca_system_score_gemma":0.000043756823,"threshold_uncertainty_score":0.7886987},"labels":[],"label_agreement":null},{"id":"W6939547547","doi":"10.60692/bex4c-faq52","title":"Perceived helpfulness of service sectors used for mental and substance use disorders: Findings from the WHO World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Helpfulness; Mental health; Odds; Odds ratio; Mental health service; Specialty; Logistic regression","score_opus":0.06523176128540006,"score_gpt":0.29226909364233417,"score_spread":0.2270373323569341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939547547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991157,0.000029677189,0.0002871577,0.0008854965,0.00093067536,0.0020237183,0.004550861,0.000055405617,0.00007999691],"genre_scores_gemma":[0.997594,3.8091804e-7,0.000027065205,0.00073338125,0.000027674676,0.00052777317,0.0007727026,0.000016076374,0.00030092828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811256,0.00046632288,0.0006348262,0.00020045399,0.0002871542,0.00029865687],"domain_scores_gemma":[0.9990976,0.00008245521,0.0004263437,0.00027400718,0.000039800758,0.00007981637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007509962,0.00018917935,0.00030499522,0.00013253119,0.0008311967,0.00009017295,0.00021839012,0.000035933346,0.00022021437],"category_scores_gemma":[0.000001986482,0.00014443812,0.00006000339,0.00031335853,0.000030553234,0.0005393059,0.00007257756,0.00009960608,0.000022858383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024214355,0.000013259045,0.6326235,0.00021652433,0.000073323645,1.666862e-7,0.3654944,0.0000050268827,9.943678e-7,0.000116772615,0.00074105186,0.00047281914],"study_design_scores_gemma":[0.0036476068,0.00013594875,0.8754441,0.000122020916,0.000017599128,0.0000046008195,0.11927347,0.00040427363,0.00004150681,0.000002263401,0.0007377519,0.00016885658],"about_ca_topic_score_codex":0.0026054922,"about_ca_topic_score_gemma":0.000708685,"teacher_disagreement_score":0.24622092,"about_ca_system_score_codex":0.00024746722,"about_ca_system_score_gemma":0.000019965835,"threshold_uncertainty_score":0.6392977},"labels":[],"label_agreement":null},{"id":"W6939615909","doi":"10.6084/m9.figshare.c.3630359_d1.v1","title":"Additional file 1: of Implementation of the Quebec mental health reform (2005–2015)","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Government (linguistics); Data collection; Qualitative research; MEDLINE","score_opus":0.05102887146408239,"score_gpt":0.3930774806361368,"score_spread":0.3420486091720544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939615909","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033751858,0.00005213254,2.8195313e-8,0.0011873544,0.0000689713,0.00035151493,0.9940886,0.00001024725,0.0039036425],"genre_scores_gemma":[0.023665024,9.965312e-7,0.000026356176,0.0003202075,0.00006758923,0.00079142157,0.9624206,0.000009870409,0.012697939],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922764,0.000045590063,0.00025785045,0.00012015269,0.00015653792,0.00019222382],"domain_scores_gemma":[0.99923456,0.00017153061,0.00033114638,0.0001794439,0.000033011675,0.000050321574],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000023854094,0.00007283297,0.00010864543,0.000030145424,0.00008488619,0.0000026853165,0.00014211267,0.000033807664,0.9984933],"category_scores_gemma":[0.00002557983,0.000039679293,0.00005656774,0.00006750679,0.000011910861,0.000084750645,0.00004997829,0.00003074329,0.0016322819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000121952535,0.000050661412,0.00004479461,0.000041429186,0.000016411845,1.8813203e-7,0.00013539524,2.4294031e-9,0.0000033257552,0.000034081182,0.96464723,0.035014287],"study_design_scores_gemma":[0.0005056826,0.00008142105,0.10683885,0.0011018456,0.0000016967648,0.000002365985,0.00032439936,1.1319948e-7,0.00034244638,0.000017017708,0.8907368,0.000047331952],"about_ca_topic_score_codex":0.0015165438,"about_ca_topic_score_gemma":0.0066454597,"teacher_disagreement_score":0.99686104,"about_ca_system_score_codex":0.00023624544,"about_ca_system_score_gemma":0.00011586409,"threshold_uncertainty_score":0.9991451},"labels":[],"label_agreement":null},{"id":"W6939623776","doi":"10.6084/m9.figshare.26724617.v1","title":"Additional file 3 of Predicting CBT modality, treatment participation, and reliable improvements for individuals with anxiety and depression in a specialized mental health centre: a retrospective population-based cohort study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario Tech University; Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Depression (economics); Anxiety; Mental health; Retrospective cohort study; Cohort study","score_opus":0.030993576230805113,"score_gpt":0.3621687678586444,"score_spread":0.33117519162783926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939623776","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1726101,0.00011406206,2.2927075e-7,0.000057834546,0.00003288282,0.003243539,0.8237552,0.000027998605,0.00015817973],"genre_scores_gemma":[0.4786817,0.0000011591536,0.00015580027,0.000029000134,0.000040545034,0.0050466177,0.5158749,0.0000124634225,0.00015773918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988056,0.00006620969,0.0003087754,0.00041365315,0.00018776188,0.00021803012],"domain_scores_gemma":[0.9992889,0.00031800912,0.00016500718,0.00010744757,0.000039225608,0.000081366066],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000073051764,0.00014418541,0.00023953416,0.0000835714,0.00016157933,0.00003821037,0.000033698117,0.00004639021,0.36236158],"category_scores_gemma":[0.00007495427,0.00011472205,0.000023916049,0.00015324706,0.0000064142173,0.000115636976,0.000024687057,0.000051088624,0.000014645671],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001255866,0.0005262733,0.69774204,0.00014241798,0.000078909434,0.0000017375088,0.00093126186,0.0000018390153,1.4073363e-7,0.0000028432978,0.29743078,0.0030161738],"study_design_scores_gemma":[0.0026234214,0.00066745386,0.9900316,0.0016524857,0.000021502905,8.306199e-7,0.00040622964,0.00077565265,0.0000069603984,0.000031611507,0.003689497,0.0000927301],"about_ca_topic_score_codex":0.0009333993,"about_ca_topic_score_gemma":0.0008525412,"teacher_disagreement_score":0.36234695,"about_ca_system_score_codex":0.0002836877,"about_ca_system_score_gemma":0.00006669082,"threshold_uncertainty_score":0.6382213},"labels":[],"label_agreement":null},{"id":"W6939659665","doi":"10.6084/m9.figshare.c.3634607_d1","title":"Additional file 1: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Mental health service; Service (business); Service provider; Health services","score_opus":0.08492207199275681,"score_gpt":0.33230699432571226,"score_spread":0.24738492233295545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939659665","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27268788,0.00012165912,8.690693e-9,0.00015166575,0.00010920471,0.0006490916,0.7260811,0.000009009089,0.00019036669],"genre_scores_gemma":[0.19835432,0.0000012462783,0.000007865481,0.0007484035,0.000025867495,0.0010729976,0.7955972,0.00001541725,0.0041767],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982741,0.00010221896,0.00045691375,0.00043166647,0.00038953908,0.00034558793],"domain_scores_gemma":[0.9987483,0.00042685392,0.00024305382,0.00020157266,0.00007684946,0.00030337746],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031766933,0.0002139904,0.00029828766,0.00007265864,0.00015388725,0.000038892504,0.00015932941,0.00006428331,0.9353982],"category_scores_gemma":[0.000042659027,0.00020010851,0.00002650828,0.00017905398,0.000009215203,0.00014322824,0.00008320309,0.00022491251,0.00014918616],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017283391,0.0008595027,0.10365608,0.000015210121,0.00004559404,0.0000094591305,0.00082710834,1.445534e-7,4.4228082e-7,1.3906772e-7,0.89412254,0.00029093458],"study_design_scores_gemma":[0.0017372202,0.0001260589,0.7493972,0.00038557747,0.000002309344,0.0000023873658,0.00040479732,0.0000052059195,0.0000024927995,0.0000034794487,0.247815,0.00011827012],"about_ca_topic_score_codex":0.98307115,"about_ca_topic_score_gemma":0.99908245,"teacher_disagreement_score":0.93524903,"about_ca_system_score_codex":0.00092585705,"about_ca_system_score_gemma":0.00050876616,"threshold_uncertainty_score":0.8160188},"labels":[],"label_agreement":null},{"id":"W6939673569","doi":"10.6084/m9.figshare.14498821.v1","title":"Additional file 2 of Feasibility and acceptability of brief individual interpersonal psychotherapy among university students with mental distress in Ethiopia","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Distress; Mental health; Interpersonal psychotherapy; Psychological distress; Qualitative research; Interpersonal communication","score_opus":0.04694596282944301,"score_gpt":0.3474988464713756,"score_spread":0.30055288364193256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939673569","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.410374,0.000029114666,2.8976864e-8,0.000008074374,0.000011326914,0.00015983645,0.58842975,0.000004118764,0.0009837516],"genre_scores_gemma":[0.51291895,0.0000012494288,0.00005913505,0.000020239911,0.00000790942,0.000043515458,0.48663363,0.0000043949763,0.0003109506],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99906045,0.00012847317,0.00016542147,0.00028964962,0.00022298345,0.00013304072],"domain_scores_gemma":[0.99922854,0.00036046503,0.00013377707,0.00016233133,0.000053285123,0.00006161984],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000032125314,0.00010044537,0.00018030692,0.000038904695,0.000045064306,0.00000975929,0.0001659366,0.000075578646,0.9869726],"category_scores_gemma":[0.00003630737,0.000095334384,0.000039725997,0.00015531397,0.000058734844,0.00011561481,0.000065629094,0.0001238135,0.000019434954],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049181393,0.0013806475,0.3562198,0.00018869381,0.000093071496,0.000036947455,0.0020086279,7.574032e-8,0.0000010052963,0.000007923733,0.63248736,0.007084023],"study_design_scores_gemma":[0.0016031066,0.00012794617,0.98595065,0.00057643175,0.000004986914,0.0000036275335,0.0014059743,0.0000013375244,0.000039666287,0.000011754819,0.010198028,0.00007650945],"about_ca_topic_score_codex":0.00008426837,"about_ca_topic_score_gemma":0.0012311531,"teacher_disagreement_score":0.98695314,"about_ca_system_score_codex":0.00005822334,"about_ca_system_score_gemma":0.00004164154,"threshold_uncertainty_score":0.38876235},"labels":[],"label_agreement":null},{"id":"W6939985624","doi":"10.6084/m9.figshare.26753848.v1","title":"Additional file 3 of Psychometric properties of the Knowledge and Attitudes to Mental Health Scales in a Dutch sample (KAMHS-NL): A comprehensive mental health literacy measure in adolescents","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sample (material); Mental health; Measure (data warehouse); Mental health literacy; Psychometrics; Scale (ratio); Health literacy; Item response theory","score_opus":0.09266747966484411,"score_gpt":0.3878226257411278,"score_spread":0.2951551460762837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939985624","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027306966,0.015615436,4.3098826e-8,0.0007082951,0.00014650825,0.0014912186,0.95457643,0.00001842471,0.0001366763],"genre_scores_gemma":[0.8220004,0.000028588269,0.00007812542,0.00045666166,0.000043885175,0.0009736261,0.17625478,0.000021069449,0.00014288271],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983482,0.00021849528,0.0004991943,0.00035895652,0.00024234546,0.00033283202],"domain_scores_gemma":[0.9992669,0.00023216249,0.00014337095,0.0001783587,0.000055734974,0.00012342294],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006476181,0.00018327449,0.000346106,0.0004207633,0.00010965419,0.000026866446,0.00019193404,0.000058188354,0.32154444],"category_scores_gemma":[0.00009940937,0.00013471938,0.000066034496,0.0010405718,0.000026622001,0.0001226883,0.00014142074,0.00018462015,0.000207535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011765228,0.0007337786,0.0040175356,0.0029473417,0.00002413217,0.0000012506467,0.004927314,2.3293069e-7,0.000005735155,0.0000065013774,0.9460267,0.04119182],"study_design_scores_gemma":[0.0010611158,0.00036933174,0.7850804,0.065428056,0.000001704384,0.00001339431,0.0005855488,0.000045900357,0.00002419518,0.000012971115,0.14720978,0.00016764908],"about_ca_topic_score_codex":0.0004449523,"about_ca_topic_score_gemma":0.0017447202,"teacher_disagreement_score":0.7988169,"about_ca_system_score_codex":0.00026102638,"about_ca_system_score_gemma":0.00015624684,"threshold_uncertainty_score":0.6790758},"labels":[],"label_agreement":null},{"id":"W6940098809","doi":"10.6084/m9.figshare.c.3634607_d3.v1","title":"Additional file 3: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Immigration; Mental health service; Service (business); Service provider; Health services","score_opus":0.08392208435231557,"score_gpt":0.33330518281521726,"score_spread":0.2493830984629017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6940098809","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27265584,0.00012166794,8.698173e-9,0.00015037987,0.00010920405,0.00064925425,0.7261135,0.000009006055,0.00019115864],"genre_scores_gemma":[0.19964439,0.0000012433583,0.000007851169,0.0007469469,0.000025796031,0.0010712537,0.7943141,0.000015390531,0.0041730623],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998274,0.00010222067,0.00045693672,0.00043168853,0.00038954354,0.00034559052],"domain_scores_gemma":[0.9987482,0.0004268423,0.00024306851,0.00020165609,0.00007685429,0.0003033803],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031760912,0.00021399562,0.0002983133,0.000072655705,0.0001539098,0.000038890874,0.00015939026,0.000064283144,0.9353702],"category_scores_gemma":[0.000042673844,0.00020011095,0.000026508536,0.00017900967,0.000009216026,0.00014322923,0.00008323288,0.00022491487,0.00014924299],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017200227,0.0008581501,0.105158284,0.000015210344,0.000045521752,0.000009401067,0.0008258197,1.443251e-7,4.398779e-7,1.4189689e-7,0.8926274,0.00028743755],"study_design_scores_gemma":[0.0017369972,0.00012630892,0.7497695,0.0003875889,0.0000023116081,0.000002414218,0.00040547876,0.0000051737566,0.0000025156169,0.000003458402,0.24743986,0.00011836478],"about_ca_topic_score_codex":0.9830079,"about_ca_topic_score_gemma":0.99909234,"teacher_disagreement_score":0.93522096,"about_ca_system_score_codex":0.0009206085,"about_ca_system_score_gemma":0.0005087355,"threshold_uncertainty_score":0.8160288},"labels":[],"label_agreement":null},{"id":"W6944908670","doi":"10.25318/3910004801-fra","title":"Population ayant des besoins impérieux de logement selon certaines caractéristiques socioculturelles, la structure de famille économique et le genre","year":2025,"lang":"fr","type":"dataset","venue":"Statistics Canada Dissemination","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Domain (mathematical analysis); Population structure","score_opus":0.012826427285212036,"score_gpt":0.33968162353990805,"score_spread":0.326855196254696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944908670","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037288476,0.0021473616,0.0018183003,0.00077715266,0.0008857107,0.0010425709,0.9554777,0.000030473624,0.0005322222],"genre_scores_gemma":[0.15463829,0.0015875419,0.0036559168,0.0004817688,0.0001616963,0.0001550575,0.83342093,0.00003863947,0.005860155],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99680734,0.0008022551,0.00077101885,0.0006406702,0.00025650565,0.0007222407],"domain_scores_gemma":[0.9976564,0.00080930995,0.0006219294,0.00039764785,0.00024494494,0.0002697734],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038505252,0.0006116156,0.000579005,0.00015587114,0.00081223965,0.00016106985,0.00033677262,0.00066637545,0.0003534504],"category_scores_gemma":[0.0002569093,0.00065077795,0.00006087753,0.00020203859,0.000116520205,0.0001241442,0.00008889486,0.00057925447,0.0000017250178],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008686268,0.00029401836,0.0053418824,0.0019322629,0.00028649828,0.00016336347,0.00093838136,0.00010869637,0.000052379008,0.036899548,0.9279011,0.025995012],"study_design_scores_gemma":[0.0016644939,0.00024307187,0.55636066,0.0012611016,0.0009886778,0.000070919574,0.0048914202,0.00058045064,0.00042050847,0.00839704,0.42388013,0.0012415495],"about_ca_topic_score_codex":0.80781823,"about_ca_topic_score_gemma":0.9603045,"teacher_disagreement_score":0.5510188,"about_ca_system_score_codex":0.0028153737,"about_ca_system_score_gemma":0.0014802144,"threshold_uncertainty_score":0.99959433},"labels":[],"label_agreement":null},{"id":"W6944971864","doi":"10.25384/sage.22202258.v1","title":"sj-docx-1-cpa-10.1177_07067437231156243 - Supplemental material for A Collaborative-Care Telephone-Based Intervention for Depression, Anxiety, and at-Risk Drinking in Primary Care: The PARTNERs Randomized Clinical Trial","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); Primary care; Brief intervention; Clinical trial; Alternative medicine","score_opus":0.07947729338051729,"score_gpt":0.43387315290437334,"score_spread":0.35439585952385605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944971864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6307656,0.0010842715,0.000007574415,0.00022105323,0.0016091472,0.018725783,0.34677735,0.00014272354,0.00066645903],"genre_scores_gemma":[0.5608841,0.00001994717,0.00013675271,0.00013746605,0.0004751274,0.015991615,0.42187262,0.000045578963,0.00043673711],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969338,0.0007850174,0.0009503295,0.00062820513,0.00020069392,0.00050195877],"domain_scores_gemma":[0.996943,0.002036722,0.00048815066,0.00029055533,0.00013742369,0.00010415583],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086380495,0.00028545258,0.0006504073,0.00012079501,0.0004914663,0.00011505795,0.00025511938,0.00022945605,0.044326797],"category_scores_gemma":[0.000380435,0.00020693889,0.00035626048,0.00027666232,0.000047640384,0.000121217956,0.00019392077,0.00014979616,0.00014291445],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.532702,0.00025221854,0.004997311,0.0008340612,0.00014232639,0.000009588749,0.0023084343,0.0000036718122,0.000009631304,0.000009084252,0.42182136,0.03691027],"study_design_scores_gemma":[0.8638241,0.0009790445,0.006942128,0.0008996447,0.00015622785,0.000001892607,0.0029912961,0.00016945697,0.0007392888,0.00005812984,0.12289078,0.00034797605],"about_ca_topic_score_codex":0.00005680401,"about_ca_topic_score_gemma":0.00045133498,"teacher_disagreement_score":0.3311221,"about_ca_system_score_codex":0.00022420778,"about_ca_system_score_gemma":0.00009403305,"threshold_uncertainty_score":0.95654684},"labels":[],"label_agreement":null},{"id":"W6945096818","doi":"10.25384/sage.14394030.v1","title":"Supplemental Material, sj-pdf-1-cpa-10.1177_07067437211006872 - Estimating the Prevalence of Mental and Substance Use Disorders: A Systematic Approach to Triangulating Available Data to Inform Health Systems Planning:: Estimer la prévalence des troubles mentaux et des troubles liés à une substance: une approche systématique de la triangulation des données disponibles pour éclairer la planification du système de santé","year":2021,"lang":"fr","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Substance use; Public health; MEDLINE; Triangulation; Mental health care","score_opus":0.16603277013136178,"score_gpt":0.40541716347979556,"score_spread":0.23938439334843378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945096818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75203776,0.032676317,0.010018897,0.0012542261,0.00033522685,0.013496649,0.18784638,0.0002612871,0.0020732628],"genre_scores_gemma":[0.9016685,0.0004461492,0.045946814,0.00009141435,0.00017536202,0.0031563672,0.04572294,0.00013048807,0.0026619644],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99231905,0.0033472935,0.0017268764,0.0010265635,0.0005403706,0.0010398694],"domain_scores_gemma":[0.9941374,0.0030612547,0.0012805223,0.00093335245,0.0002096624,0.00037778402],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032831992,0.0007016646,0.0010241498,0.00021196503,0.001224757,0.0010837684,0.0008432443,0.00031965866,0.0031304304],"category_scores_gemma":[0.0010537099,0.0006081113,0.000103495404,0.0010884975,0.0002598789,0.0016579672,0.00028296234,0.0002869934,0.00006507145],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020762484,0.002634117,0.02850223,0.5952916,0.0009998716,0.00008280481,0.27415782,0.00981906,0.0021533247,0.0030125056,0.07819917,0.0030712304],"study_design_scores_gemma":[0.012650336,0.0012410734,0.17013103,0.5268877,0.0015102694,0.00257471,0.1342353,0.14029686,0.0021938751,0.0012581266,0.00414139,0.002879298],"about_ca_topic_score_codex":0.0043653725,"about_ca_topic_score_gemma":0.0012179952,"teacher_disagreement_score":0.14963076,"about_ca_system_score_codex":0.0012204788,"about_ca_system_score_gemma":0.0005959296,"threshold_uncertainty_score":0.9999532},"labels":[],"label_agreement":null},{"id":"W6945570105","doi":"10.25384/sage.13296900.v1","title":"Supplemental Material, sj-pdf-1-cpa-10.1177_0706743720974824 - Prevalence of Mental Ill-Health in a Cohort of First Responders Attending the Fort McMurray Fire: Prévalence De Mauvaise Santé Mentale Dans Une Cohorte De Premiers Intervenants Dans L’incendie De Fort Mcmurray","year":2020,"lang":"fr","type":"article","venue":"Sage Journals Data","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cohort; Cohort study; Mental health; Epidemiology","score_opus":0.05351954455474818,"score_gpt":0.393388595514873,"score_spread":0.3398690509601248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945570105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9094364,0.019167643,0.00074781437,0.013156552,0.0013818208,0.0042327074,0.050939195,0.0000422231,0.0008956475],"genre_scores_gemma":[0.93163115,0.061417833,0.0013593194,0.0010887639,0.00030420613,0.0001869522,0.0018504412,0.00012455147,0.0020367675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99051833,0.001826487,0.0030226768,0.0013507099,0.00097016245,0.0023116602],"domain_scores_gemma":[0.9947318,0.00041687218,0.002217584,0.0016362034,0.00007161007,0.00092593697],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005557057,0.0008301229,0.0013512238,0.00024453356,0.0008256327,0.00013979207,0.003315695,0.00034411275,0.026527163],"category_scores_gemma":[0.00018283892,0.0007479387,0.00032557693,0.0009574981,0.0009981731,0.0012742418,0.0012779596,0.00092368934,0.000051598316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026686033,0.0021586947,0.84121376,0.0046174177,0.0010352108,0.0005542435,0.03103142,0.000029663008,0.008841938,0.000014421823,0.08723549,0.020599155],"study_design_scores_gemma":[0.0124001615,0.003778751,0.8461868,0.025539538,0.0016344449,0.00166717,0.06178422,0.006388,0.020147977,0.00023435049,0.018610856,0.0016277285],"about_ca_topic_score_codex":0.008405867,"about_ca_topic_score_gemma":0.0031345685,"teacher_disagreement_score":0.06862463,"about_ca_system_score_codex":0.002855802,"about_ca_system_score_gemma":0.0007434562,"threshold_uncertainty_score":0.9994972},"labels":[],"label_agreement":null},{"id":"W6945600155","doi":"10.25384/sage.13107068.v1","title":"Supplemental Material, WoS_Jan212019_ChildOutcomes - Psychopathology in the Offspring of Indigenous Parents with Mental Health Challenges: A Systematic Review: Psychopathologie Des Descendants De Parents Autochtones Ayant Des Problèmes De Santé Mentale: Une Revue Systématique","year":2020,"lang":"fr","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychopathology; Mental health; Offspring; Indigenous; Public health","score_opus":0.1030580660185184,"score_gpt":0.3886152618647134,"score_spread":0.285557195846195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945600155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43388322,0.33291593,0.000018860594,0.012402415,0.000727007,0.02399357,0.19526377,0.00022057284,0.0005746447],"genre_scores_gemma":[0.92908764,0.037226085,0.0015790896,0.003830457,0.0002133708,0.0053177658,0.02252389,0.00016257427,0.00005915112],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9910347,0.0034899984,0.0021459048,0.001018512,0.0005068743,0.001804021],"domain_scores_gemma":[0.9967818,0.00028102403,0.0016298223,0.00079511345,0.000087438966,0.00042477885],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012961334,0.00088974024,0.0020514918,0.00019762543,0.0005518692,0.00009967957,0.0012966128,0.00031060117,0.0053810156],"category_scores_gemma":[0.00023346822,0.00066917395,0.00024200596,0.0006996293,0.00021878931,0.00035355877,0.00023096582,0.00054520083,0.00022838652],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005922633,0.0028073385,0.035385925,0.7910889,0.00040430456,0.0007849932,0.15502886,0.0000059442395,0.000084590734,0.00005075896,0.009113917,0.004652195],"study_design_scores_gemma":[0.0063848146,0.0041741575,0.1306242,0.8160088,0.0004964485,0.0031498244,0.036762998,0.000040368363,0.0004894718,0.00020742512,0.0005113318,0.0011501225],"about_ca_topic_score_codex":0.0011286781,"about_ca_topic_score_gemma":0.0016370675,"teacher_disagreement_score":0.4952044,"about_ca_system_score_codex":0.0010723023,"about_ca_system_score_gemma":0.0003006769,"threshold_uncertainty_score":0.999576},"labels":[],"label_agreement":null},{"id":"W6957713242","doi":"10.60692/77arz-tax44","title":"Using the WHO-AIMS to inform development of mental health systems: the case study of Makueni County, Kenya","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Context (archaeology); Baseline (sea); Fidelity; Audit; Government (linguistics); Qualitative property; Qualitative research","score_opus":0.1563596890067264,"score_gpt":0.36008913592163977,"score_spread":0.20372944691491338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957713242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99355996,0.000019398327,0.0009558106,0.00024823658,0.0005556974,0.0035429224,0.00015959362,0.000040631672,0.00091774977],"genre_scores_gemma":[0.9991682,6.2271035e-8,0.00007376549,0.00048109828,0.0000436979,0.00016931504,0.00001298005,0.000009767351,0.000041125717],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975248,0.00017540115,0.0014826828,0.00013207897,0.00041284345,0.00027219107],"domain_scores_gemma":[0.9984707,0.00001550057,0.0008879918,0.00036811395,0.00012519302,0.00013245047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073146896,0.00019092043,0.0003782821,0.00011502953,0.00059496926,0.00007477394,0.00028599054,0.000050223265,0.00002322127],"category_scores_gemma":[0.0000032190574,0.00010492741,0.00004337717,0.00042569987,0.000027227486,0.0002631335,0.00012518642,0.00008861395,0.000100903424],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001618625,0.000020166128,0.03807758,0.00081701943,0.0001454571,0.000010245685,0.9587359,0.00014023778,2.488016e-7,0.00014461928,0.00028967974,0.0014569866],"study_design_scores_gemma":[0.0019211683,0.00039206134,0.009348469,0.00023485371,0.000030746553,0.0002912459,0.98539925,0.001344214,0.000043386128,4.4284246e-8,0.0008621594,0.00013238062],"about_ca_topic_score_codex":0.00083257747,"about_ca_topic_score_gemma":0.000013893473,"teacher_disagreement_score":0.028729113,"about_ca_system_score_codex":0.00023553745,"about_ca_system_score_gemma":0.00007681027,"threshold_uncertainty_score":0.45760825},"labels":[],"label_agreement":null},{"id":"W6957762485","doi":"10.60692/fwwdh-61z34","title":"Prevalence of depression in Uganda: A systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Depression (economics); Checklist; Prevalence; Observational study; Mental health; Confidence interval; Meta-analysis; Epidemiology; Pandemic","score_opus":0.09051002739112893,"score_gpt":0.32949873175177063,"score_spread":0.2389887043606417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957762485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9554101,0.026939966,0.00074101705,0.00017544077,0.00027168947,0.00926813,0.0011530506,0.00013398632,0.0059066257],"genre_scores_gemma":[0.9975712,0.0000034158281,0.00001652954,0.00022569278,0.0000017885169,0.001616759,0.000013140813,0.000003591549,0.00054791226],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9980949,0.00039774395,0.0009831096,0.00013589193,0.0002558833,0.00013243505],"domain_scores_gemma":[0.9988888,0.00001689835,0.0006542531,0.0003631314,0.000036560014,0.000040395968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086926925,0.000117697884,0.00094346364,0.00033691514,0.0001017622,0.000015668498,0.00014532213,0.000028551394,0.0008566891],"category_scores_gemma":[0.0000061660817,0.00007965395,0.00018163097,0.00051344675,0.000010708636,0.00021899729,0.00008080463,0.00006613515,0.000050644685],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049476206,0.000014346779,0.26646334,0.66817683,0.013207975,0.0000055006362,0.051877275,0.000034128894,4.2328473e-8,0.00012214574,0.00003847825,0.000010463198],"study_design_scores_gemma":[0.0027459236,0.00023348926,0.26584744,0.005508812,0.685063,0.00016761,0.03918223,0.0006217609,0.0000330474,0.0000020255657,0.000009729246,0.00058491004],"about_ca_topic_score_codex":0.000034985092,"about_ca_topic_score_gemma":2.6709054e-7,"teacher_disagreement_score":0.67185503,"about_ca_system_score_codex":0.00006309703,"about_ca_system_score_gemma":0.0000054297293,"threshold_uncertainty_score":0.9380145},"labels":[],"label_agreement":null},{"id":"W6957863579","doi":"10.60692/fy83q-6hg87","title":"Prevalence of depression in Uganda: A systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Depression (economics); Checklist; Prevalence; Observational study; Mental health; Confidence interval; Meta-analysis; Epidemiology; Pandemic","score_opus":0.09051002739112893,"score_gpt":0.32949873175177063,"score_spread":0.2389887043606417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957863579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9554101,0.026939966,0.00074101705,0.00017544077,0.00027168947,0.00926813,0.0011530506,0.00013398632,0.0059066257],"genre_scores_gemma":[0.9975712,0.0000034158281,0.00001652954,0.00022569278,0.0000017885169,0.001616759,0.000013140813,0.000003591549,0.00054791226],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9980949,0.00039774395,0.0009831096,0.00013589193,0.0002558833,0.00013243505],"domain_scores_gemma":[0.9988888,0.00001689835,0.0006542531,0.0003631314,0.000036560014,0.000040395968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086926925,0.000117697884,0.00094346364,0.00033691514,0.0001017622,0.000015668498,0.00014532213,0.000028551394,0.0008566891],"category_scores_gemma":[0.0000061660817,0.00007965395,0.00018163097,0.00051344675,0.000010708636,0.00021899729,0.00008080463,0.00006613515,0.000050644685],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049476206,0.000014346779,0.26646334,0.66817683,0.013207975,0.0000055006362,0.051877275,0.000034128894,4.2328473e-8,0.00012214574,0.00003847825,0.000010463198],"study_design_scores_gemma":[0.0027459236,0.00023348926,0.26584744,0.005508812,0.685063,0.00016761,0.03918223,0.0006217609,0.0000330474,0.0000020255657,0.000009729246,0.00058491004],"about_ca_topic_score_codex":0.000034985092,"about_ca_topic_score_gemma":2.6709054e-7,"teacher_disagreement_score":0.67185503,"about_ca_system_score_codex":0.00006309703,"about_ca_system_score_gemma":0.0000054297293,"threshold_uncertainty_score":0.9380145},"labels":[],"label_agreement":null},{"id":"W6957949417","doi":"10.60692/zf5mm-zjt57","title":"Sustained effectiveness and cost-effectiveness of the Healthy Activity Programme, a brief psychological treatment for depression delivered by lay counsellors in primary care: 12-month follow-up of a randomised controlled trial","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Depression (economics); Randomized controlled trial; Primary care; Intervention (counseling); Clinical trial; Beck Depression Inventory; Depressive symptoms","score_opus":0.04801563531813782,"score_gpt":0.3352017090846017,"score_spread":0.2871860737664639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957949417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9639426,0.000056278717,0.00073189207,0.000011932975,0.00077447295,0.033211008,0.0002764542,0.000030164012,0.00096522615],"genre_scores_gemma":[0.987708,0.0000016608587,0.000011066368,0.000014913251,0.000022021992,0.012132824,0.00006335021,0.000012942433,0.00003326372],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99708194,0.0012015491,0.0008005082,0.00030161525,0.00024487762,0.00036948526],"domain_scores_gemma":[0.9974592,0.00040023093,0.0012901571,0.000564804,0.0001859007,0.00009974483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014677919,0.00028932132,0.0010925046,0.0001125935,0.0003765827,0.000069000496,0.00023653118,0.0002377882,0.0000033395977],"category_scores_gemma":[0.00006467541,0.00016907207,0.00024859764,0.000081249265,0.0001213844,0.0003334192,0.000054913093,0.000086069,0.0000013579804],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9002326,0.00020044416,0.06841212,0.0022973327,0.00019363189,0.0000016106089,0.009445359,0.000004076723,0.000023334958,0.000032245825,0.0000071950553,0.019150037],"study_design_scores_gemma":[0.7970397,0.0021939964,0.19720699,0.0004122491,0.00012663986,0.0000041266553,0.0017481917,0.00006358949,0.0010537079,0.0000020469267,0.000011742909,0.00013702565],"about_ca_topic_score_codex":0.00041487586,"about_ca_topic_score_gemma":0.000010419517,"teacher_disagreement_score":0.12879486,"about_ca_system_score_codex":0.0004962619,"about_ca_system_score_gemma":0.000063746986,"threshold_uncertainty_score":0.68945587},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W6957957024","doi":"10.60692/g32cn-f9778","title":"Opportunities and challenges to Integrating mental health into HIV programs in a Low- and Middle-Income Country: Insights from the Nigeria Implementation Science Alliance","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Mental health; Stigma (botany); Workforce; Alliance; Social stigma; Human immunodeficiency virus (HIV); Public health; Health care; Workforce development; Global mental health","score_opus":0.17676289246798468,"score_gpt":0.33946879919907647,"score_spread":0.16270590673109178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957957024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99258775,0.00028982703,0.000081000275,0.0049795425,0.00021569694,0.0014029859,0.000087325985,0.000057567464,0.00029829214],"genre_scores_gemma":[0.99792665,0.000020307576,0.00019703804,0.0014632903,0.00004907257,0.0002446781,0.00008617561,0.000006381076,0.0000063947564],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986319,0.0001021219,0.00055621803,0.0002242231,0.0002347603,0.00025079318],"domain_scores_gemma":[0.99935627,0.000013081224,0.00025581225,0.00014249448,0.00004024372,0.00019207515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033193975,0.00015502011,0.0002005737,0.0000832577,0.00038168748,0.0002465349,0.000155572,0.000036545807,0.000011507279],"category_scores_gemma":[0.000004636312,0.00010621229,0.0000109275825,0.00022348372,0.000080163,0.0007567335,0.00009144647,0.0000709765,0.000040317922],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087287146,0.0000036222295,0.106596395,0.0005922374,0.000012877991,0.0000018450557,0.8771501,2.8747348e-7,5.945439e-7,0.0013655651,0.00001348868,0.014175706],"study_design_scores_gemma":[0.0014497428,0.00023040785,0.18015142,0.0010609839,0.0000040347795,0.000006504682,0.81602806,0.00033066247,0.00002372975,0.000004815198,0.00055672845,0.00015288626],"about_ca_topic_score_codex":0.00043851548,"about_ca_topic_score_gemma":0.00013697211,"teacher_disagreement_score":0.07355502,"about_ca_system_score_codex":0.00016555132,"about_ca_system_score_gemma":0.000045596265,"threshold_uncertainty_score":0.43312114},"labels":[],"label_agreement":null},{"id":"W6958015716","doi":"10.60692/apz9s-49v68","title":"Improving youth well-being in Nicaragua through mental health education: A pilot project","year":2016,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto","funders":"","keywords":"Annals; Global health; Publishing; Publication; Public health; Stewardship (theology); Mental health; Health care","score_opus":0.06143335690814709,"score_gpt":0.32701529188171286,"score_spread":0.26558193497356575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958015716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.923693,0.000035034827,0.001337205,0.0006493828,0.002462828,0.00246651,0.0001229195,0.00024417022,0.06898897],"genre_scores_gemma":[0.99731445,7.7667914e-7,0.00018273517,0.0007414703,0.00014720851,0.00037869244,0.00006150627,0.000016183236,0.0011569972],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997931,0.00017078033,0.0009298058,0.0002538357,0.00023715307,0.00047740265],"domain_scores_gemma":[0.99895835,0.000009779288,0.00051088794,0.00038395912,0.000046645782,0.00009034895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041363918,0.00022218685,0.00028263158,0.0002827326,0.00023883444,0.000084889296,0.00019014701,0.00007774472,0.000112860835],"category_scores_gemma":[0.0000043530554,0.0001487968,0.000052241896,0.00027925256,0.000026924705,0.0011010355,0.000055126744,0.00008630179,0.001540948],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050904235,0.000071978044,0.24639694,0.00088553596,0.000052556603,0.00000280948,0.7065599,3.751147e-7,0.0000014381922,0.0035791737,0.0012808762,0.04065937],"study_design_scores_gemma":[0.025706058,0.002321729,0.18486364,0.006047099,0.000072937415,0.00031164294,0.77243805,0.00013893878,0.0005247843,0.00003754732,0.005806254,0.0017312956],"about_ca_topic_score_codex":0.0010232979,"about_ca_topic_score_gemma":0.000005928576,"teacher_disagreement_score":0.07362145,"about_ca_system_score_codex":0.0006651888,"about_ca_system_score_gemma":0.00015727889,"threshold_uncertainty_score":0.99923646},"labels":[],"label_agreement":null},{"id":"W6958054244","doi":"10.6084/m9.figshare.26384590","title":"Additional file 1 of Psychometric properties of the Knowledge and Attitudes to Mental Health Scales in a Dutch sample (KAMHS-NL): A comprehensive mental health literacy measure in adolescents","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sample (material); Mental health; Measure (data warehouse); Mental health literacy; Psychometrics; Scale (ratio); Health literacy; Item response theory","score_opus":0.09426022190390003,"score_gpt":0.3883711454818607,"score_spread":0.29411092357796065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958054244","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02711596,0.015534077,4.285271e-8,0.0007107528,0.00014517522,0.0014901807,0.95484954,0.000018432434,0.00013586694],"genre_scores_gemma":[0.8197709,0.000028225373,0.000078932884,0.0004568958,0.00004343457,0.0009898044,0.17847037,0.000021067071,0.00014042447],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99834806,0.0002186815,0.000498997,0.00035909476,0.00024230145,0.00033285428],"domain_scores_gemma":[0.9992653,0.00023399758,0.00014335083,0.00017859586,0.000055303048,0.00012343215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006478781,0.00018329734,0.00034607472,0.0004208877,0.00010966254,0.00002681765,0.00019204103,0.000058192738,0.32637832],"category_scores_gemma":[0.000099433026,0.00013474979,0.00006603823,0.0010409136,0.000026620324,0.00012260475,0.00014151134,0.00018465357,0.00020554561],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011652585,0.0007309262,0.0039954293,0.0028910984,0.000024045888,0.0000012321051,0.004905852,2.3186206e-7,0.000005697821,0.000006509446,0.9468174,0.04050503],"study_design_scores_gemma":[0.0010482961,0.00036979918,0.7872581,0.0655475,0.0000017181158,0.000013506389,0.00058803486,0.000045836743,0.000023739884,0.000012937939,0.14492291,0.00016763694],"about_ca_topic_score_codex":0.0004405277,"about_ca_topic_score_gemma":0.001734303,"teacher_disagreement_score":0.8018945,"about_ca_system_score_codex":0.00026011266,"about_ca_system_score_gemma":0.00015617035,"threshold_uncertainty_score":0.6742375},"labels":[],"label_agreement":null},{"id":"W6958074872","doi":"10.60692/trgvw-pq914","title":"Feasibility and Acceptability of Brief Individual Interpersonal Psychotherapy Among University Students with Mental Distress in Ethiopia","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Attrition; Distress; Checklist; Interpersonal communication; Wilcoxon signed-rank test; Interpersonal relationship","score_opus":0.04563146108794825,"score_gpt":0.3128959861434342,"score_spread":0.267264525055486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958074872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99698573,0.000009536428,0.00014069186,0.00002169846,0.00018296199,0.0005316628,0.00046558032,0.000025973723,0.0016361801],"genre_scores_gemma":[0.99969995,5.8019896e-7,0.00006072087,0.00003564298,0.000008698424,0.000011412041,0.000070224516,0.0000043416117,0.00010842201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987791,0.00019708175,0.00037039965,0.00020605362,0.0002763185,0.00017101287],"domain_scores_gemma":[0.9993989,0.000010837809,0.00021523873,0.0002398184,0.00005832018,0.00007692724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028568503,0.0001322786,0.00022841884,0.000100184145,0.00008422323,0.00005408493,0.0001549405,0.00009111077,0.00030077097],"category_scores_gemma":[0.0000013827258,0.00011091168,0.00003461229,0.00019101279,0.000097690565,0.00047269117,0.000047624268,0.000105956475,0.0000115297225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054559327,0.000038951664,0.8833185,0.00018808115,0.000055284763,0.0000074233176,0.114357255,3.3420093e-7,1.2435423e-7,0.000078412704,0.0000056804397,0.0014043463],"study_design_scores_gemma":[0.0044773226,0.000071769304,0.92624664,0.000083900355,0.0000143467905,0.000012088316,0.06892263,0.0000108973345,0.00005278491,7.453516e-7,0.00001845932,0.00008840216],"about_ca_topic_score_codex":0.0001603976,"about_ca_topic_score_gemma":0.0000638831,"teacher_disagreement_score":0.045434624,"about_ca_system_score_codex":0.00015313053,"about_ca_system_score_gemma":0.00001891932,"threshold_uncertainty_score":0.4522847},"labels":[],"label_agreement":null},{"id":"W6958115293","doi":"10.60692/vpe8r-q2591","title":"Pathways to care in first-episode psychosis in low-resource settings: Implications for policy and practice","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"dup; Mental health; Intervention (counseling); Faith; Mental illness; Mental health service; Population; Psychosis; Mental health care","score_opus":0.05888070704193423,"score_gpt":0.3517296308809135,"score_spread":0.2928489238389793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958115293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97843,0.000017587232,0.00041817423,0.005646071,0.00023633354,0.0030357982,0.0005821925,0.00020899774,0.011424888],"genre_scores_gemma":[0.9957477,4.4119076e-7,0.00016207928,0.0012442083,0.00007387489,0.002528674,0.00012431822,0.000013126304,0.00010560183],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987114,0.000075550364,0.00056306296,0.00020050183,0.00009387953,0.0003555767],"domain_scores_gemma":[0.9992493,0.000110726265,0.00019094622,0.0002784045,0.00006662898,0.000104007704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040812322,0.00013941522,0.0001809332,0.00071506045,0.00017422064,0.0000832181,0.00012474523,0.000103355436,0.00000454996],"category_scores_gemma":[0.000074676376,0.00012965068,0.00002998219,0.00079439435,0.000010854035,0.00040071728,0.0000461205,0.000063128005,0.00048030243],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042565542,0.000014321347,0.38376108,0.0013594633,0.000023523233,0.0000027114015,0.59520596,0.00013010578,3.3145167e-7,0.002915587,0.0021639534,0.013997307],"study_design_scores_gemma":[0.003918203,0.00018417992,0.7528315,0.0006952833,0.000018569264,0.000030066534,0.21711718,0.00029684725,0.000023415989,0.000010672427,0.024555193,0.00031890254],"about_ca_topic_score_codex":0.00033771346,"about_ca_topic_score_gemma":0.00004789309,"teacher_disagreement_score":0.37808877,"about_ca_system_score_codex":0.00028123407,"about_ca_system_score_gemma":0.00001117451,"threshold_uncertainty_score":0.61734766},"labels":[],"label_agreement":null},{"id":"W6958192361","doi":"10.60692/48ftg-x8y91","title":"Reducing stigma toward mental illness and substance use issues in primary health care in Chile: Protocol of a cluster controlled trial study","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Mental illness; Intervention (counseling); Stigma (botany); Substance use; Addiction; Protocol (science); Brief intervention; Randomized controlled trial","score_opus":0.04941526543420125,"score_gpt":0.3408847215480401,"score_spread":0.29146945611383884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958192361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85091585,0.000018828388,0.000005168334,0.00005242816,0.0004162882,0.14810129,0.00011140389,0.000029810059,0.0003489559],"genre_scores_gemma":[0.8445753,6.833393e-8,0.0000154576,0.000112008245,0.000026018119,0.15515631,0.00004072742,0.0000086437085,0.00006550213],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99716705,0.0006852361,0.0013231438,0.0002140418,0.00033781028,0.00027268956],"domain_scores_gemma":[0.9990188,0.000019631205,0.000633501,0.00023504345,0.000034748013,0.000058284862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084082934,0.00017876014,0.0006146961,0.00039111418,0.00021422503,0.000053402367,0.00012611577,0.00004542018,0.0000598566],"category_scores_gemma":[0.000003996405,0.00014966927,0.000039824696,0.0002736431,0.000018762517,0.0004901682,0.00007818352,0.00014510396,0.0000068785994],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08957241,0.00009854902,0.24356152,0.00074049836,0.000028415941,0.0000057843963,0.66465425,0.000024782605,5.6194235e-8,0.000010979455,0.00006462685,0.0012381212],"study_design_scores_gemma":[0.40559715,0.0018773609,0.24121906,0.00022116823,0.000011776442,0.000013661067,0.35062087,0.000093007504,0.000006882346,1.8653866e-7,0.00013482945,0.00020405163],"about_ca_topic_score_codex":0.0007535753,"about_ca_topic_score_gemma":0.00003532998,"teacher_disagreement_score":0.31602475,"about_ca_system_score_codex":0.0006562651,"about_ca_system_score_gemma":0.000054709002,"threshold_uncertainty_score":0.61033356},"labels":[],"label_agreement":null},{"id":"W6958279006","doi":"10.6084/m9.figshare.21376255.v1","title":"Additional file 2 of Knowledge, attitude and perceptions of medical students towards mental health in a university in Uganda","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mental health; Perception; Public health; Health professionals","score_opus":0.04244223172775834,"score_gpt":0.39493493219134296,"score_spread":0.3524927004635846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958279006","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037281405,0.000107849366,6.7018835e-9,0.00020118822,0.000025446341,0.00021119752,0.9596047,0.000004527912,0.0025636835],"genre_scores_gemma":[0.20851499,0.0000067870337,0.000016454509,0.000096770535,0.000012288957,0.00016577172,0.7901538,0.0000043637997,0.0010287531],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9992026,0.00012777714,0.00015510556,0.00013224737,0.00026440807,0.00011783752],"domain_scores_gemma":[0.99963367,0.00015637619,0.000070732895,0.000062110244,0.0000106803145,0.00006642114],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006607613,0.00005167153,0.00013670759,0.00012218933,0.00007957706,0.0000020233374,0.00020534894,0.00003387571,0.9954177],"category_scores_gemma":[0.000037787984,0.000057051082,0.000021844911,0.00019600349,0.000012640065,0.000032876127,0.0002866865,0.00012894686,0.00010288078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003252881,0.0008030079,0.0024656858,0.00006788252,0.000008324352,0.000010955616,0.0016961362,1.4748255e-7,5.8915003e-8,0.000010439976,0.9891823,0.005722518],"study_design_scores_gemma":[0.0011280231,0.00015908816,0.66181535,0.000669598,8.504404e-7,0.000005949494,0.0025556386,0.000011982562,1.9020467e-7,0.000004432621,0.33360484,0.000044080778],"about_ca_topic_score_codex":0.00029183293,"about_ca_topic_score_gemma":0.0012419918,"teacher_disagreement_score":0.99531484,"about_ca_system_score_codex":0.00016734944,"about_ca_system_score_gemma":0.00012554962,"threshold_uncertainty_score":0.23264755},"labels":[],"label_agreement":null},{"id":"W6958287999","doi":"10.6084/m9.figshare.26753851.v1","title":"Additional file 4 of Psychometric properties of the Knowledge and Attitudes to Mental Health Scales in a Dutch sample (KAMHS-NL): A comprehensive mental health literacy measure in adolescents","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sample (material); Mental health; Measure (data warehouse); Mental health literacy; Psychometrics; Scale (ratio); Health literacy; Item response theory","score_opus":0.09330805689747992,"score_gpt":0.38828977651742397,"score_spread":0.294981719619944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958287999","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027213221,0.015674485,4.3366033e-8,0.0007075601,0.00014543078,0.0014932236,0.9546111,0.00001845752,0.00013644029],"genre_scores_gemma":[0.82267183,0.000028469974,0.00007787669,0.00045521103,0.00004331472,0.00096966256,0.17559472,0.000020977663,0.00013791703],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998348,0.00021846988,0.0004993528,0.00035898839,0.00024233191,0.00033286551],"domain_scores_gemma":[0.99926734,0.00023255931,0.00014339238,0.00017844228,0.00005481508,0.00012342859],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006480797,0.00018328581,0.00034617857,0.000420937,0.000109702625,0.000026879137,0.00019205936,0.00005819272,0.31828442],"category_scores_gemma":[0.00009817482,0.00013474209,0.000066039036,0.001040454,0.000026626247,0.00012270422,0.0001414686,0.00018461507,0.00020377027],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118969445,0.0007355382,0.004033316,0.0029325886,0.000024179617,0.0000012569539,0.004941313,2.3049321e-7,0.000005668104,0.0000067242872,0.9459566,0.04124364],"study_design_scores_gemma":[0.0010605514,0.0003760359,0.7892519,0.06575786,0.0000017209009,0.000013558138,0.0005888853,0.0000461795,0.00002382435,0.000013127121,0.14269815,0.00016818335],"about_ca_topic_score_codex":0.00044144533,"about_ca_topic_score_gemma":0.0017510615,"teacher_disagreement_score":0.8032584,"about_ca_system_score_codex":0.0002601348,"about_ca_system_score_gemma":0.00015572699,"threshold_uncertainty_score":0.6823388},"labels":[],"label_agreement":null},{"id":"W6958316101","doi":"10.6084/m9.figshare.25670324.v1","title":"Additional file 2 of The relationship between relational continuity and family physician follow-up after an antidepressant prescription in older adults: a retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Ontario Tech University; University of Ottawa; University of British Columbia; Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Medical prescription; Retrospective cohort study; Antidepressant; Cohort study; Antidepressant medication; Polypharmacy","score_opus":0.03972529150038479,"score_gpt":0.3239619605873602,"score_spread":0.2842366690869754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958316101","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35595462,0.00009686555,7.005929e-8,0.000008814961,0.00006203848,0.0008877737,0.64035296,0.000020849833,0.0026159904],"genre_scores_gemma":[0.6731957,8.53811e-8,0.0000061234687,0.000034803914,0.000088370216,0.0022487193,0.32367164,0.000010058215,0.0007444585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886006,0.00016677135,0.00024590484,0.00035250944,0.00023462255,0.0001401406],"domain_scores_gemma":[0.9987233,0.00089758245,0.000094159266,0.00019086481,0.00005603699,0.000038008377],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058329202,0.00011664428,0.0001586022,0.00007296292,0.00009354821,0.000030318575,0.000086942484,0.00008518666,0.64269125],"category_scores_gemma":[0.0002242235,0.000091314374,0.000049930477,0.00023576498,0.000016031478,0.00028925942,0.000053914526,0.00022511386,0.0002545994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042387153,0.00012721765,0.5596299,0.00003866911,0.000026022173,0.0000053532412,0.00078541914,5.6797916e-8,6.819407e-8,0.000027943115,0.43842676,0.0008901884],"study_design_scores_gemma":[0.0005863785,0.00008131463,0.9935048,0.0025240786,0.000019775818,6.669166e-7,0.00033466268,0.000022948405,5.1175084e-7,0.00018132209,0.0026566144,0.0000869023],"about_ca_topic_score_codex":0.0000622794,"about_ca_topic_score_gemma":0.00017257706,"teacher_disagreement_score":0.6424367,"about_ca_system_score_codex":0.00007595498,"about_ca_system_score_gemma":0.000027324731,"threshold_uncertainty_score":0.3723692},"labels":[],"label_agreement":null},{"id":"W6958377199","doi":"10.6084/m9.figshare.26742008.v1","title":"Additional file 1 of Examining recovery and mental health service satisfaction among young immigrant Muslim women with mental distress in Quebec","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Mental health; Immigration; Mental health service; Distress; Mental distress; Psychological distress; Service (business); Ethnic group","score_opus":0.02386784354678364,"score_gpt":0.2917863992548113,"score_spread":0.2679185557080277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958377199","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2861614,0.00013514413,2.5550335e-8,0.000070395094,0.000066884175,0.0003129674,0.71271247,0.00002920677,0.00051149924],"genre_scores_gemma":[0.43240088,0.000002996083,0.00001200416,0.00009683743,0.00003203732,0.0012076092,0.56539166,0.000013777597,0.00084218447],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9989739,0.00006339028,0.00023212994,0.00030323307,0.00015329046,0.0002740357],"domain_scores_gemma":[0.99935025,0.00031675043,0.00011055867,0.00009858499,0.000012795802,0.00011105537],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033989723,0.00014311261,0.00017154608,0.00010840814,0.00010605898,0.000042396146,0.00005523439,0.000056815596,0.9375896],"category_scores_gemma":[0.00001588709,0.00012571548,0.000016014763,0.00021160042,0.000011648341,0.0002907591,0.000040130344,0.00012215745,0.00020550743],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010496452,0.000059720885,0.0011489512,0.0005907331,0.000043133416,0.000030882526,0.0113202315,5.233009e-7,0.0000019938439,8.7866863e-7,0.9542198,0.032478172],"study_design_scores_gemma":[0.0006992027,0.00037492707,0.9376345,0.008437705,0.000002984469,0.000039768744,0.021136738,0.000079852085,0.000003878894,0.0000047638773,0.031393215,0.00019241235],"about_ca_topic_score_codex":0.022135587,"about_ca_topic_score_gemma":0.095389865,"teacher_disagreement_score":0.93738407,"about_ca_system_score_codex":0.00040280688,"about_ca_system_score_gemma":0.00006217782,"threshold_uncertainty_score":0.9843761},"labels":[],"label_agreement":null},{"id":"W6958379972","doi":"10.6084/m9.figshare.20408535.v1","title":"Additional file 1 of The feasibility and effectiveness of a novel online mental health literacy course in supporting university student mental health: a pilot study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Mental health; Mental health literacy; Scale (ratio); Table (database); Course (navigation); Literacy; Computer literacy","score_opus":0.0971028878441296,"score_gpt":0.42893856344044784,"score_spread":0.3318356755963182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958379972","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3550424,0.00009029542,1.09964455e-8,0.000107648644,0.000043488566,0.0016082928,0.6430593,0.0000061861033,0.00004232605],"genre_scores_gemma":[0.60767,4.1616747e-7,0.000016268323,0.00008027889,0.0000073042306,0.0001766466,0.39196348,0.0000058488913,0.00007975378],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980979,0.00073564594,0.0003477681,0.00030046058,0.00028856087,0.00022967657],"domain_scores_gemma":[0.9986087,0.0006177038,0.00046913017,0.00019621743,0.000031304706,0.000076911645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026197615,0.00011644247,0.00027898766,0.000062898056,0.00036325163,0.000005068907,0.0002121567,0.000013013442,0.7760445],"category_scores_gemma":[0.00004183863,0.000105097024,0.000043227796,0.00027184034,0.000018468874,0.000075241005,0.0004068496,0.000183102,0.0000061496494],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013942918,0.039039746,0.05383257,0.000755659,0.000104718936,0.0000131836805,0.009359384,0.0000041231383,0.000004472328,0.000013032605,0.88984716,0.00563164],"study_design_scores_gemma":[0.0032816806,0.0029882353,0.9787293,0.00093112205,0.0000031349657,0.000009026881,0.007639173,0.000025216632,0.0000010234381,0.0000018083625,0.0063201515,0.00007012462],"about_ca_topic_score_codex":0.0005958749,"about_ca_topic_score_gemma":0.00061366975,"teacher_disagreement_score":0.9248967,"about_ca_system_score_codex":0.0005302834,"about_ca_system_score_gemma":0.00022014474,"threshold_uncertainty_score":0.42857322},"labels":[],"label_agreement":null},{"id":"W6958402310","doi":"10.6084/m9.figshare.19336040","title":"Additional file 1 of A week long “pep” talk – initial and 2–3-year longitudinal data on the Ottawa Psychiatry Enrichment Program (OPEP)","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; University of Toronto; University of Ottawa","funders":"","keywords":"Sample (material); Data collection; Longitudinal data; Data file; Longitudinal study","score_opus":0.1051453467574654,"score_gpt":0.3748417651988085,"score_spread":0.2696964184413431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958402310","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010623457,0.00015858178,2.0066244e-8,0.00043971583,0.0001701504,0.0007751939,0.9781774,0.000039781404,0.019176796],"genre_scores_gemma":[0.05608723,4.3575557e-7,0.00012387236,0.0004470167,0.00023853652,0.0065529067,0.93529326,0.000017914097,0.0012388221],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870586,0.00012414301,0.00022328041,0.00038653915,0.00030969168,0.0002504658],"domain_scores_gemma":[0.9984957,0.00072439533,0.00017842319,0.00050629774,0.000024361378,0.00007085371],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006197813,0.0001405429,0.0001352974,0.000054390766,0.00039444692,0.000031469557,0.0004742781,0.000041154686,0.99716204],"category_scores_gemma":[0.000114314564,0.00010906982,0.00004196226,0.00017530043,0.000020434532,0.0000886961,0.00047346632,0.00024288052,0.0012741537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007839472,0.0008781168,0.00015044147,0.00005875666,0.000051474348,0.00003411276,0.000042449847,2.7457023e-7,3.6549544e-8,0.00011619362,0.9857042,0.012885561],"study_design_scores_gemma":[0.00050959556,0.0008708841,0.08163295,0.00037024322,0.000012564039,0.000039637565,0.0003349376,0.000021108139,0.0000013096818,0.00005146138,0.91602707,0.0001282337],"about_ca_topic_score_codex":0.00002810615,"about_ca_topic_score_gemma":0.0000612904,"teacher_disagreement_score":0.9958879,"about_ca_system_score_codex":0.000034560395,"about_ca_system_score_gemma":0.000063182946,"threshold_uncertainty_score":0.9995035},"labels":[],"label_agreement":null},{"id":"W6958477639","doi":"10.6084/m9.figshare.28059295.v1","title":"Additional file 1 of The relationship between neighbourhood income and youth mental health service use differs by immigration experience: analysis of population-based data in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of British Columbia; Simon Fraser University","funders":"","keywords":"Neighbourhood (mathematics); Immigration; Mental health; Longitudinal data; Mental health service; Ethnic group; Service (business)","score_opus":0.07230551635617118,"score_gpt":0.3301898700589139,"score_spread":0.25788435370274276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958477639","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35528535,0.00009028017,4.457237e-8,0.000076313016,0.000019572424,0.0001780439,0.64433515,0.0000050371777,0.000010229565],"genre_scores_gemma":[0.5011238,1.2742144e-7,0.0000050248427,0.00007131025,0.0000064339656,0.00007814993,0.49862778,0.0000037393486,0.000083640036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990389,0.00009805094,0.00031092906,0.00023169121,0.0002028511,0.000117615506],"domain_scores_gemma":[0.99841595,0.0011110707,0.00015773445,0.00024173406,0.000021796268,0.000051696283],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000028487839,0.000059435948,0.00016303924,0.00005842401,0.00012675191,0.000059262722,0.000161346,0.00004593633,0.72529215],"category_scores_gemma":[0.00017352344,0.00007104349,0.000025345924,0.0007683195,0.000006342479,0.00017632259,0.00005332324,0.000082456536,0.0000039345186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001580882,0.00001819736,0.55054134,0.00007187686,0.00003743582,3.456048e-7,0.00031183977,0.0000012745678,1.6894019e-8,3.6910976e-7,0.44865364,0.00036206713],"study_design_scores_gemma":[0.00013708751,0.000012040717,0.9958425,0.0011272765,0.000032273776,3.055298e-7,0.0005376198,0.00065925374,1.4465515e-7,0.0000022443076,0.0015937086,0.000055508084],"about_ca_topic_score_codex":0.9212318,"about_ca_topic_score_gemma":0.97804826,"teacher_disagreement_score":0.7252882,"about_ca_system_score_codex":0.000120353274,"about_ca_system_score_gemma":0.0001604486,"threshold_uncertainty_score":0.28970695},"labels":[],"label_agreement":null},{"id":"W6958713797","doi":"10.6084/m9.figshare.26742008","title":"Additional file 1 of Examining recovery and mental health service satisfaction among young immigrant Muslim women with mental distress in Quebec","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Mental health; Immigration; Mental health service; Distress; Mental distress; Psychological distress; Service (business); Ethnic group","score_opus":0.02386784354678364,"score_gpt":0.2917863992548113,"score_spread":0.2679185557080277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958713797","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2861614,0.00013514413,2.5550335e-8,0.000070395094,0.000066884175,0.0003129674,0.71271247,0.00002920677,0.00051149924],"genre_scores_gemma":[0.43240088,0.000002996083,0.00001200416,0.00009683743,0.00003203732,0.0012076092,0.56539166,0.000013777597,0.00084218447],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9989739,0.00006339028,0.00023212994,0.00030323307,0.00015329046,0.0002740357],"domain_scores_gemma":[0.99935025,0.00031675043,0.00011055867,0.00009858499,0.000012795802,0.00011105537],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033989723,0.00014311261,0.00017154608,0.00010840814,0.00010605898,0.000042396146,0.00005523439,0.000056815596,0.9375896],"category_scores_gemma":[0.00001588709,0.00012571548,0.000016014763,0.00021160042,0.000011648341,0.0002907591,0.000040130344,0.00012215745,0.00020550743],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010496452,0.000059720885,0.0011489512,0.0005907331,0.000043133416,0.000030882526,0.0113202315,5.233009e-7,0.0000019938439,8.7866863e-7,0.9542198,0.032478172],"study_design_scores_gemma":[0.0006992027,0.00037492707,0.9376345,0.008437705,0.000002984469,0.000039768744,0.021136738,0.000079852085,0.000003878894,0.0000047638773,0.031393215,0.00019241235],"about_ca_topic_score_codex":0.022135587,"about_ca_topic_score_gemma":0.095389865,"teacher_disagreement_score":0.93738407,"about_ca_system_score_codex":0.00040280688,"about_ca_system_score_gemma":0.00006217782,"threshold_uncertainty_score":0.9843761},"labels":[],"label_agreement":null},{"id":"W6960981160","doi":"10.1371/journal.pone.0294806.s001","title":"Full protocol.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Attendance; Referral; Cluster sampling; Mental health; Program evaluation; Thursday; Cluster (spacecraft)","score_opus":0.10596757264964123,"score_gpt":0.45454775192087365,"score_spread":0.3485801792712324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6960981160","genre_codex":"other","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004544652,0.00071368075,5.493183e-7,0.00047120856,0.0007399621,0.09477542,0.17382623,0.0008039873,0.7282145],"genre_scores_gemma":[0.041429527,9.722858e-8,0.000022815899,0.00038626158,0.0005626623,0.87936693,0.041801687,0.000033516048,0.036396485],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994855,0.000017179646,0.00008871965,0.00017566727,0.00006514836,0.00016780586],"domain_scores_gemma":[0.9997559,0.000040323557,0.000013357593,0.00012872543,0.000009346737,0.000052327778],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000015876587,0.00007026552,0.00005292553,0.00003574618,0.000048690774,0.000051237563,0.00009033971,0.000049654576,0.87978977],"category_scores_gemma":[0.000010018514,0.000054497486,0.000034270404,0.000106423424,0.000001559915,0.000065813656,0.000027283211,0.000079445126,0.11689425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022134247,0.00003321207,0.000008639807,0.00033570902,0.000010195758,0.00011108771,0.00010946911,2.8256338e-8,0.0000022301508,0.00028056192,0.93677664,0.06231009],"study_design_scores_gemma":[0.00018163136,0.00010667334,0.0007894873,0.00075170246,0.000001959694,0.000012979431,0.000016091113,0.000017614619,0.0000737451,0.000101613005,0.9978823,0.000064192514],"about_ca_topic_score_codex":0.0000067545116,"about_ca_topic_score_gemma":0.0000036914232,"teacher_disagreement_score":0.7845915,"about_ca_system_score_codex":0.000024778836,"about_ca_system_score_gemma":0.000011760817,"threshold_uncertainty_score":0.88379335},"labels":[],"label_agreement":null},{"id":"W6962959256","doi":"10.17605/osf.io/enwug","title":"Women who live on a low income and their experiences accessing mental well-being services in Canada: a qualitative systematic review","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Low income; Qualitative research; Mental health; Relation (database); Poverty","score_opus":0.025637176308652993,"score_gpt":0.3517378245570021,"score_spread":0.3261006482483491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6962959256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94335246,0.00010468554,0.0000015807716,0.0002618776,0.000272873,0.0023608734,0.000011836333,0.00006327587,0.053570546],"genre_scores_gemma":[0.9825664,0.00063366577,0.0000103064385,0.0006775988,0.000019013985,0.0033375942,0.000017181923,0.000028077255,0.012710166],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99509394,0.0016989574,0.00087113364,0.0013642793,0.000341288,0.0006304242],"domain_scores_gemma":[0.9970612,0.0010715029,0.00041121832,0.0011950267,0.000036291633,0.00022479321],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0038961328,0.00034930685,0.0008638208,0.00018884076,0.00027226165,0.000094403316,0.0007167296,0.00008636759,0.067364],"category_scores_gemma":[0.00018702824,0.00029036557,0.00006307327,0.00047251798,0.00008118622,0.00030160317,0.00066643103,0.0002680321,0.08434109],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018580884,0.00024855725,0.022448007,0.0820214,0.00026160703,0.00013476463,0.89027774,0.000009075516,0.00003423762,0.00031402148,0.00058260874,0.0034821713],"study_design_scores_gemma":[0.0016636795,0.000014332433,0.04307447,0.10746508,0.000069461,0.000039052567,0.84365827,0.000599138,0.0006081867,0.0018225275,0.0001769576,0.000808816],"about_ca_topic_score_codex":0.16435753,"about_ca_topic_score_gemma":0.06609373,"teacher_disagreement_score":0.09826381,"about_ca_system_score_codex":0.0011642027,"about_ca_system_score_gemma":0.000151783,"threshold_uncertainty_score":0.9999548},"labels":[],"label_agreement":null},{"id":"W6964357810","doi":"10.25384/sage.23586862.v1","title":"sj-docx-2-cpa-10.1177_07067437231182570 - Supplemental material for Predictors of Physician Follow-Up Care Among Patients Affected by an Incident Mental Disorder Episode in Quebec (Canada)","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"MEDLINE; Mental health; Mental health care; Mental illness; Risk factor; Epidemiology","score_opus":0.015618993099265437,"score_gpt":0.29962278739680975,"score_spread":0.2840037942975443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964357810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5887442,0.000028549259,3.7325048e-8,0.000021040178,0.000656141,0.0015297171,0.4087528,0.000051129657,0.00021637861],"genre_scores_gemma":[0.540269,4.03271e-7,0.0000017404994,0.000044240907,0.00007526826,0.000898471,0.45755857,0.000037460275,0.0011148162],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99774617,0.000111391746,0.00051020394,0.0005294887,0.0004238063,0.0006789593],"domain_scores_gemma":[0.99910396,0.000067523724,0.00026677985,0.00030658903,0.00008130091,0.00017382935],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003848961,0.0003322863,0.0003850557,0.00014108616,0.0001878187,0.000041365303,0.00035695737,0.0001396155,0.11185296],"category_scores_gemma":[0.00002546756,0.0003328607,0.00009899315,0.00033659983,0.000019376728,0.00031374657,0.00014808027,0.000099743505,0.00013151806],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032525143,0.00047717383,0.12325286,0.00032024767,0.00006867701,0.000011225153,0.0020714593,0.0000018351687,0.00007352426,0.0000018365621,0.86979043,0.0036054635],"study_design_scores_gemma":[0.009232295,0.0008436967,0.9301604,0.00052863284,0.00004105256,2.417692e-7,0.005172654,0.00006304471,0.004974102,0.0000053129343,0.048444744,0.0005337998],"about_ca_topic_score_codex":0.36568668,"about_ca_topic_score_gemma":0.8701531,"teacher_disagreement_score":0.8213457,"about_ca_system_score_codex":0.0005256333,"about_ca_system_score_gemma":0.00009319542,"threshold_uncertainty_score":0.9999123},"labels":[],"label_agreement":null},{"id":"W6976054537","doi":"10.60692/6pxtq-e9c69","title":"An integrated community and primary healthcare worker intervention to reduce stigma and improve management of common mental disorders in rural India: protocol for the SMART Mental Health programme","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council","keywords":"Mental health; Cohort; Anxiety; Stigma (botany); Depression (economics); Intervention (counseling); Cohort study; Health care","score_opus":0.05392935315443652,"score_gpt":0.36227673738833727,"score_spread":0.30834738423390073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976054537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9060625,0.000021481912,0.00029604032,0.00077849964,0.0002676313,0.09205939,0.00028523404,0.00004472825,0.00018448211],"genre_scores_gemma":[0.92285407,7.128047e-7,0.00023875695,0.00021431646,0.000008854922,0.076253414,0.0003725172,0.000009996516,0.000047386908],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981875,0.00045019545,0.00076975464,0.00014183493,0.00015041059,0.00030032446],"domain_scores_gemma":[0.9991598,0.000015795402,0.00034950033,0.0002984743,0.000050012655,0.00012642743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084065413,0.00017491015,0.00027211255,0.00012812481,0.00039198398,0.000097486685,0.00013242723,0.00006945175,0.000008653703],"category_scores_gemma":[0.0000014759308,0.00012772791,0.000040711813,0.00021764425,0.000046303096,0.00034228788,0.000114631126,0.0001600545,0.000003717544],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017374615,0.00024724414,0.29631913,0.005894257,0.00012816729,8.9172454e-7,0.17915285,6.916457e-7,8.892451e-7,0.0002656774,0.00011712605,0.51613563],"study_design_scores_gemma":[0.007341314,0.0011627018,0.6369759,0.0015179844,0.000014413223,0.000015647121,0.35217908,0.00015984483,0.000054355605,0.0000047700896,0.0004282335,0.00014574315],"about_ca_topic_score_codex":0.0012480691,"about_ca_topic_score_gemma":0.00023410488,"teacher_disagreement_score":0.5159899,"about_ca_system_score_codex":0.0002877489,"about_ca_system_score_gemma":0.00002228262,"threshold_uncertainty_score":0.5208593},"labels":[],"label_agreement":null},{"id":"W6976376866","doi":"10.60692/3x27n-5mf33","title":"Validation of the Opening Minds Scale and patterns of stigma in Chilean primary health care","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Stigma (botany); Psychological intervention; Scale (ratio); Confirmatory factor analysis; Latin Americans; Public health; Mental health; Health care","score_opus":0.026534461833619086,"score_gpt":0.28033043622679454,"score_spread":0.25379597439317547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976376866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954618,0.00001619414,0.000037421094,0.00003477223,0.00029540434,0.00082915,0.000106447274,0.000009587026,0.0032092244],"genre_scores_gemma":[0.9997257,1.2520508e-7,0.000022501894,0.000090484406,0.000010450153,0.00002681116,0.00004007474,0.000004075216,0.00007978972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990357,0.0000976517,0.0005262639,0.00008007804,0.00014075467,0.00011952286],"domain_scores_gemma":[0.9992841,0.0000060164502,0.0004357849,0.00021215023,0.000033944834,0.000027998401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022025293,0.00007620773,0.00019587585,0.000115587834,0.000048177084,0.00001451715,0.000096651325,0.000047222533,0.000035395795],"category_scores_gemma":[7.9045543e-7,0.000052450978,0.000025286827,0.000100418685,0.0000106801535,0.00023625528,0.00004412536,0.0000475244,0.000032519627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033853703,0.0000021802348,0.86082,0.0011773378,0.0000059757017,6.228692e-8,0.13596545,0.000007145558,6.28068e-7,0.000028374352,0.000006000737,0.0019530056],"study_design_scores_gemma":[0.0012225796,0.00006055637,0.96090233,0.00040022188,0.000004609912,0.0000040372383,0.036731742,0.000019384888,0.0005994988,1.2361218e-7,0.000010730892,0.000044166885],"about_ca_topic_score_codex":0.0002451791,"about_ca_topic_score_gemma":0.0000028151997,"teacher_disagreement_score":0.10008236,"about_ca_system_score_codex":0.00008962898,"about_ca_system_score_gemma":0.000018209917,"threshold_uncertainty_score":0.21388888},"labels":[],"label_agreement":null},{"id":"W6976819530","doi":"10.60692/zht0w-bnq52","title":"WHO Mental Health Gap Action Programme Intervention Guide (mhGAP-IG): the first pre-service training study","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Intervention (counseling); Action (physics); Training (meteorology); Bridge (graph theory); Developing country; Continuing medical education; Resistance (ecology)","score_opus":0.20477481825684385,"score_gpt":0.3747014092845019,"score_spread":0.16992659102765806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976819530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98341405,0.000020053685,0.0016167674,0.0049696774,0.0012678162,0.004503904,0.00008752403,0.00038732664,0.0037329067],"genre_scores_gemma":[0.9961315,2.1423891e-7,0.0000318285,0.0025785689,0.00019240867,0.00066042517,0.00011279766,0.000017234383,0.00027505442],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976595,0.00024074808,0.0010723225,0.00024485867,0.0003519657,0.0004305933],"domain_scores_gemma":[0.99872893,0.000009971384,0.0006884363,0.0003180481,0.000075513715,0.00017908652],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007011098,0.0002338572,0.0002959063,0.00010120252,0.00065891794,0.00023622905,0.0002790669,0.00007680626,0.00014482858],"category_scores_gemma":[0.0000058217024,0.00016392436,0.000097342745,0.0003644324,0.000016696682,0.0007139094,0.00007913206,0.0001608908,0.0010244164],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000401481,0.00004309012,0.080802865,0.00079327653,0.0001396777,0.0000019675758,0.88171774,0.00001100768,4.9631925e-8,0.00008569694,0.002006939,0.03399621],"study_design_scores_gemma":[0.006100842,0.0012278594,0.19777657,0.00038040229,0.00005406233,0.000040839765,0.77872324,0.002296783,0.000011384665,6.1767537e-7,0.01311583,0.00027159025],"about_ca_topic_score_codex":0.0005466778,"about_ca_topic_score_gemma":0.00006343101,"teacher_disagreement_score":0.11697371,"about_ca_system_score_codex":0.00029574698,"about_ca_system_score_gemma":0.000024478095,"threshold_uncertainty_score":0.9997534},"labels":[],"label_agreement":null},{"id":"W6976880951","doi":"10.6084/m9.figshare.19092513.v1","title":"Additional file 1 of Perceived helpfulness of service sectors used for mental and substance use disorders: Findings from the WHO World Mental Health Surveys","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Helpfulness; Mental health; Logistic regression; Mental health service; Service provider; Prevalence of mental disorders; Substance use","score_opus":0.07323333892394274,"score_gpt":0.3253469931869386,"score_spread":0.25211365426299587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976880951","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13567811,0.00014272246,9.1451604e-8,0.0005517856,0.00009170293,0.00090021116,0.86255705,0.000013845151,0.0000644926],"genre_scores_gemma":[0.16970915,0.0000010040213,0.000030529674,0.00055163825,0.000030652292,0.0024843721,0.8261662,0.000020723812,0.0010057349],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99866396,0.00030219383,0.00028132208,0.00028239333,0.00022748606,0.000242628],"domain_scores_gemma":[0.99698395,0.002477253,0.00025587497,0.00018305752,0.00003488176,0.000064999054],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008939748,0.00014600027,0.0002405849,0.000053368974,0.00046693571,0.000016914266,0.00022807777,0.00002920635,0.97324497],"category_scores_gemma":[0.00004589334,0.00012607372,0.00006701942,0.00026348062,0.000017263894,0.0001340092,0.00009483193,0.00011487661,0.000039819093],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102754966,0.0001838436,0.0018457304,0.00009815948,0.00005086165,3.9995032e-7,0.0040106033,5.978769e-7,0.0000040498962,0.0000060178654,0.9928621,0.0008348687],"study_design_scores_gemma":[0.001705233,0.00024430398,0.6871787,0.0009482725,0.000007521585,0.0000017477196,0.0034344262,0.00006966411,0.000034493525,0.000040635754,0.30615386,0.00018115545],"about_ca_topic_score_codex":0.0014588955,"about_ca_topic_score_gemma":0.014073437,"teacher_disagreement_score":0.97320515,"about_ca_system_score_codex":0.00009687134,"about_ca_system_score_gemma":0.000042798787,"threshold_uncertainty_score":0.7853308},"labels":[],"label_agreement":null},{"id":"W6976917838","doi":"10.6084/m9.figshare.25264376","title":"Additional file 1 of Fear of depression recurrence among individuals with remitted depression: a qualitative interview study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Depression (economics); Qualitative research; Interview; Qualitative analysis; Anxiety; Semi-structured interview","score_opus":0.10172564362398899,"score_gpt":0.4289994361090115,"score_spread":0.3272737924850225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976917838","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0111129,0.00088319095,2.9259195e-7,0.00000859456,0.00004451139,0.00067472603,0.98182786,0.00003935546,0.0054085515],"genre_scores_gemma":[0.35282147,7.7667727e-7,0.00014971232,0.000018306626,0.000035831185,0.0027725096,0.6430518,0.000016344777,0.0011332544],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99855936,0.00035342298,0.00032612975,0.0003281927,0.000278744,0.0001541415],"domain_scores_gemma":[0.99734133,0.0020439336,0.00023404442,0.00022705628,0.00009044158,0.00006316949],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000088101115,0.00013917004,0.0002362431,0.00010388283,0.000054817458,0.000015735262,0.00019617149,0.00007059932,0.990512],"category_scores_gemma":[0.0002778511,0.000097447744,0.00005374636,0.00033776302,0.000020212217,0.0001523705,0.00010229321,0.00016158243,0.0008665448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003551125,0.00032820264,0.0008068644,0.00046776712,0.00009757935,0.000029343284,0.006924952,1.3604141e-7,2.7497714e-7,0.0000016090543,0.96617997,0.025127796],"study_design_scores_gemma":[0.0015016424,0.00157292,0.63796794,0.12850212,0.00009075708,0.000022445,0.017519975,0.000044365846,0.00024235337,0.000099610275,0.21198006,0.0004558127],"about_ca_topic_score_codex":0.000024100402,"about_ca_topic_score_gemma":0.000020240626,"teacher_disagreement_score":0.9896455,"about_ca_system_score_codex":0.000020647636,"about_ca_system_score_gemma":0.000042050033,"threshold_uncertainty_score":0.99991137},"labels":[],"label_agreement":null},{"id":"W6976962301","doi":"10.6084/m9.figshare.13560048","title":"Additional file 2 of Suicidality among gender minorities in Karnataka, South India","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychosocial; Baseline (sea); Promotion (chess); Population; Public health; Mental health; Occupational safety and health","score_opus":0.08097680238677943,"score_gpt":0.33631481394039614,"score_spread":0.2553380115536167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976962301","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011618539,0.0001495307,5.7348015e-9,0.000006275283,0.000047117555,0.000106561914,0.9293726,0.000013902533,0.058685437],"genre_scores_gemma":[0.16207732,1.4056111e-7,0.000038156657,0.00010772713,0.00007619362,0.0007791485,0.8316039,0.000007630174,0.005309769],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.999216,0.00006451737,0.00019665206,0.0001964566,0.00012703726,0.0001993245],"domain_scores_gemma":[0.9991273,0.00050678814,0.000099092686,0.00016555483,0.0000489743,0.000052238305],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000014527079,0.00008691455,0.0001355844,0.000052499152,0.000042109423,0.000011318009,0.0000965215,0.00009212769,0.9994095],"category_scores_gemma":[0.00023104786,0.00008915038,0.00005052844,0.00015287957,0.000010469258,0.00007695245,0.0000540025,0.00011104316,0.0030447391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069406947,0.00010071751,0.0034212705,0.00010338295,0.0000152024395,0.00010266511,0.0006399147,1.2896743e-7,1.2747871e-7,0.000019513102,0.99438643,0.0012036847],"study_design_scores_gemma":[0.000278806,0.000013035949,0.88319594,0.0005471405,0.0000022944223,0.000004039424,0.0010120294,0.0000012185629,0.0000450581,0.00007289031,0.11474226,0.00008531628],"about_ca_topic_score_codex":0.000051134284,"about_ca_topic_score_gemma":0.00011040049,"teacher_disagreement_score":0.9963648,"about_ca_system_score_codex":0.00003247039,"about_ca_system_score_gemma":0.00005386465,"threshold_uncertainty_score":0.9977315},"labels":[],"label_agreement":null},{"id":"W6976974711","doi":"10.6084/m9.figshare.26753851","title":"Additional file 4 of Psychometric properties of the Knowledge and Attitudes to Mental Health Scales in a Dutch sample (KAMHS-NL): A comprehensive mental health literacy measure in adolescents","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sample (material); Mental health; Measure (data warehouse); Mental health literacy; Psychometrics; Scale (ratio); Health literacy; Item response theory","score_opus":0.09330805689747992,"score_gpt":0.38828977651742397,"score_spread":0.294981719619944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976974711","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027213221,0.015674485,4.3366033e-8,0.0007075601,0.00014543078,0.0014932236,0.9546111,0.00001845752,0.00013644029],"genre_scores_gemma":[0.82267183,0.000028469974,0.00007787669,0.00045521103,0.00004331472,0.00096966256,0.17559472,0.000020977663,0.00013791703],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998348,0.00021846988,0.0004993528,0.00035898839,0.00024233191,0.00033286551],"domain_scores_gemma":[0.99926734,0.00023255931,0.00014339238,0.00017844228,0.00005481508,0.00012342859],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006480797,0.00018328581,0.00034617857,0.000420937,0.000109702625,0.000026879137,0.00019205936,0.00005819272,0.31828442],"category_scores_gemma":[0.00009817482,0.00013474209,0.000066039036,0.001040454,0.000026626247,0.00012270422,0.0001414686,0.00018461507,0.00020377027],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118969445,0.0007355382,0.004033316,0.0029325886,0.000024179617,0.0000012569539,0.004941313,2.3049321e-7,0.000005668104,0.0000067242872,0.9459566,0.04124364],"study_design_scores_gemma":[0.0010605514,0.0003760359,0.7892519,0.06575786,0.0000017209009,0.000013558138,0.0005888853,0.0000461795,0.00002382435,0.000013127121,0.14269815,0.00016818335],"about_ca_topic_score_codex":0.00044144533,"about_ca_topic_score_gemma":0.0017510615,"teacher_disagreement_score":0.8032584,"about_ca_system_score_codex":0.0002601348,"about_ca_system_score_gemma":0.00015572699,"threshold_uncertainty_score":0.6823388},"labels":[],"label_agreement":null},{"id":"W6976978105","doi":"10.60692/wg2gp-bwx61","title":"Task sharing for the care of severe mental disorders in a low-income country (TaSCS): study protocol for a randomised, controlled, non-inferiority trial","year":2016,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; Dr. Everett Chalmers Regional Hospital","funders":"","keywords":"Mental health; Intervention (counseling); Cohort; Health care; Randomized controlled trial; Mental health service; Integrated care; Psychological intervention; Protocol (science)","score_opus":0.03160960878427051,"score_gpt":0.3370961268272516,"score_spread":0.3054865180429811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976978105","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47797266,0.0000016550987,0.0013170574,0.000027367987,0.0006054025,0.5188623,0.00044068057,0.000035171262,0.0007377373],"genre_scores_gemma":[0.56789625,1.8995022e-8,0.0000075693474,0.0000122366355,0.000055580018,0.4319405,0.0000103241855,0.000007922817,0.000069631125],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9979489,0.0000953562,0.0012025087,0.00020412914,0.00022904649,0.00032007915],"domain_scores_gemma":[0.9986752,0.00015814342,0.0006488815,0.0003572082,0.000107482505,0.00005307146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008537348,0.0002237006,0.00057039765,0.00014965567,0.00023121138,0.00006592693,0.00026366801,0.00010293603,0.00004024344],"category_scores_gemma":[0.00002217455,0.00011380693,0.00017784389,0.00011111363,0.000029033186,0.00039704193,0.000049744616,0.000052048978,0.000029171511],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6372971,0.00009911559,0.23022895,0.0019544999,0.00028561024,5.182417e-7,0.12706432,0.000007553434,3.682495e-7,0.00007771205,0.000042952008,0.0029412988],"study_design_scores_gemma":[0.93054646,0.0009796049,0.016404293,0.00043543664,0.00007330063,0.0000020910456,0.050868046,0.000326078,0.000011000606,0.000002246595,0.00017959399,0.00017182439],"about_ca_topic_score_codex":0.00010673077,"about_ca_topic_score_gemma":0.000029036384,"teacher_disagreement_score":0.2932494,"about_ca_system_score_codex":0.00023767138,"about_ca_system_score_gemma":0.00003610263,"threshold_uncertainty_score":0.46409118},"labels":[],"label_agreement":null},{"id":"W6977084008","doi":"10.6084/m9.figshare.25092543","title":"Additional file 1 of An integrated knowledge translation (iKT) approach to advancing community-based depression care in Vietnam: lessons from an ongoing research-policy collaboration","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Knowledge translation; Depression (economics); Qualitative research; MEDLINE; Field (mathematics); Health care","score_opus":0.21895332448565072,"score_gpt":0.4942675482014482,"score_spread":0.2753142237157975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977084008","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006830244,0.0003262231,0.000005977206,0.0000756913,0.00003929366,0.00073291553,0.9813307,0.000082396364,0.010576544],"genre_scores_gemma":[0.2936479,2.549723e-7,0.0011323262,0.000053003234,0.0000986859,0.0021794299,0.70280284,0.000022713311,0.000062867315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978219,0.0011037309,0.00027166304,0.00031967022,0.00020777232,0.00027523923],"domain_scores_gemma":[0.9974082,0.0018216907,0.00005174599,0.0003150938,0.00025955454,0.00014369439],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015198236,0.00013960716,0.00016577331,0.0005176434,0.00030577366,0.00007962277,0.000236287,0.00015697788,0.67222947],"category_scores_gemma":[0.00041479894,0.000134715,0.000031857784,0.0013698743,0.000011882033,0.00038171126,0.000036104524,0.0004890658,0.000517769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016359004,0.0005869852,0.000011012817,0.0005135505,0.000010215902,0.0000066662487,0.016772129,0.00016071719,0.000053629534,0.000018776316,0.8113034,0.17039932],"study_design_scores_gemma":[0.0017318485,0.0009985935,0.016543835,0.025317365,0.000015154912,0.0000025096213,0.04009432,0.022905268,0.0010525285,0.0001736222,0.8906452,0.00051977095],"about_ca_topic_score_codex":0.0009225513,"about_ca_topic_score_gemma":0.010189151,"teacher_disagreement_score":0.6717117,"about_ca_system_score_codex":0.00036870743,"about_ca_system_score_gemma":0.00042777768,"threshold_uncertainty_score":0.6655046},"labels":[],"label_agreement":null},{"id":"W6977161894","doi":"10.6084/m9.figshare.c.3630359_d1","title":"Additional file 1: of Implementation of the Quebec mental health reform (2005–2015)","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Government (linguistics); Data collection; Qualitative research; MEDLINE","score_opus":0.05102887146408239,"score_gpt":0.3930774806361368,"score_spread":0.3420486091720544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977161894","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033751858,0.00005213254,2.8195313e-8,0.0011873544,0.0000689713,0.00035151493,0.9940886,0.00001024725,0.0039036425],"genre_scores_gemma":[0.023665024,9.965312e-7,0.000026356176,0.0003202075,0.00006758923,0.00079142157,0.9624206,0.000009870409,0.012697939],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922764,0.000045590063,0.00025785045,0.00012015269,0.00015653792,0.00019222382],"domain_scores_gemma":[0.99923456,0.00017153061,0.00033114638,0.0001794439,0.000033011675,0.000050321574],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000023854094,0.00007283297,0.00010864543,0.000030145424,0.00008488619,0.0000026853165,0.00014211267,0.000033807664,0.9984933],"category_scores_gemma":[0.00002557983,0.000039679293,0.00005656774,0.00006750679,0.000011910861,0.000084750645,0.00004997829,0.00003074329,0.0016322819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000121952535,0.000050661412,0.00004479461,0.000041429186,0.000016411845,1.8813203e-7,0.00013539524,2.4294031e-9,0.0000033257552,0.000034081182,0.96464723,0.035014287],"study_design_scores_gemma":[0.0005056826,0.00008142105,0.10683885,0.0011018456,0.0000016967648,0.000002365985,0.00032439936,1.1319948e-7,0.00034244638,0.000017017708,0.8907368,0.000047331952],"about_ca_topic_score_codex":0.0015165438,"about_ca_topic_score_gemma":0.0066454597,"teacher_disagreement_score":0.99686104,"about_ca_system_score_codex":0.00023624544,"about_ca_system_score_gemma":0.00011586409,"threshold_uncertainty_score":0.9991451},"labels":[],"label_agreement":null},{"id":"W6977216807","doi":"10.6084/m9.figshare.13698044","title":"Additional file 1 of Common mental disorders among seasonal migrant farmworkers in Northwest Ethiopia","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Data file; Mental health; Population; Statistical analysis; Quarter (Canadian coin)","score_opus":0.027190164785523066,"score_gpt":0.31490608097028044,"score_spread":0.2877159161847574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977216807","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024487356,0.0001444919,5.665247e-9,0.00010583206,0.00007278039,0.00021725058,0.96383315,0.00001843652,0.011120673],"genre_scores_gemma":[0.16050327,0.0000010487133,0.00002771134,0.0001458317,0.000036788297,0.0010491265,0.8365214,0.000012502841,0.0017023585],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990248,0.000080322854,0.00022493547,0.00024205253,0.00017909169,0.00024880256],"domain_scores_gemma":[0.9989899,0.0006356775,0.00010917172,0.00015666967,0.000028107974,0.000080496735],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000014128887,0.00012575104,0.00016884251,0.00004678083,0.0000789756,0.000011513453,0.00012379947,0.00010184036,0.9978382],"category_scores_gemma":[0.00008095046,0.0001277103,0.00008675341,0.00022691386,0.000018129953,0.000079625366,0.00006133835,0.00017677441,0.0017500245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026951568,0.00036900706,0.008316358,0.00006298135,0.000025435911,0.00005517004,0.00031806072,9.950173e-7,2.9139233e-7,0.000004721903,0.9843511,0.0064689107],"study_design_scores_gemma":[0.0004305647,0.000031656637,0.565995,0.0012050396,0.0000025288236,0.000004319214,0.00033397463,0.000022647682,0.0000075932344,0.000014858959,0.43185827,0.00009356978],"about_ca_topic_score_codex":0.0003864492,"about_ca_topic_score_gemma":0.014856487,"teacher_disagreement_score":0.99608815,"about_ca_system_score_codex":0.0000534923,"about_ca_system_score_gemma":0.000048445654,"threshold_uncertainty_score":0.99902725},"labels":[],"label_agreement":null},{"id":"W6977389451","doi":"10.6084/m9.figshare.20408284.v1","title":"Additional file 1 of An intervention to reduce stigma and improve management of depression, risk of suicide/self-harm and other significant emotional or medically unexplained complaints among adolescents living in urban slums: protocol for the ARTEMIS project","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Intervention (counseling); Stigma (botany); Protocol (science); Data collection; Young adult; MEDLINE","score_opus":0.056381587627024575,"score_gpt":0.37836600257490854,"score_spread":0.321984414947884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977389451","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026087698,0.000008354501,0.0000031945442,0.000007776261,0.000020268073,0.045106202,0.92865324,0.000011137911,0.00010215415],"genre_scores_gemma":[0.3549514,2.1036752e-7,0.0005175696,0.000038702838,0.000043504548,0.5674776,0.076588556,0.00002500173,0.0003574789],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987338,0.00019197557,0.0004178404,0.00026524963,0.0002424674,0.00014865343],"domain_scores_gemma":[0.99866414,0.00066237076,0.0004187814,0.0001497688,0.000049201546,0.00005573125],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019367722,0.00010840847,0.0001704553,0.00009296177,0.0001323802,0.000007731907,0.00016802376,0.000035850942,0.60201234],"category_scores_gemma":[0.00017839097,0.000078393066,0.000040572097,0.00013527939,0.000022142354,0.000055752247,0.00016538458,0.00009468285,0.0000027048684],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019150027,0.0023243744,0.01232376,0.0038525017,0.00017921496,0.000010057715,0.0020917219,0.000006737438,0.000014917526,0.0000075561143,0.94066364,0.036610547],"study_design_scores_gemma":[0.004403002,0.0014832112,0.9555919,0.01898852,0.000039134677,0.0000058533396,0.004029931,0.0015164278,0.00012153241,0.000024286684,0.013612493,0.00018366978],"about_ca_topic_score_codex":0.0001675166,"about_ca_topic_score_gemma":0.000091715556,"teacher_disagreement_score":0.9432682,"about_ca_system_score_codex":0.000042538606,"about_ca_system_score_gemma":0.00002546311,"threshold_uncertainty_score":0.39835146},"labels":[],"label_agreement":null},{"id":"W6977395531","doi":"10.6084/m9.figshare.c.3634607_d2.v1","title":"Additional file 2: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Mental health service; Service (business); Service provider; Health services","score_opus":0.08247998893991781,"score_gpt":0.3324170099959453,"score_spread":0.2499370210560275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977395531","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2738865,0.00012110067,8.585735e-9,0.00015123983,0.00010894146,0.00064741174,0.724888,0.0000089881705,0.00018776058],"genre_scores_gemma":[0.20465706,0.0000012368416,0.000007745533,0.00074222183,0.000025529027,0.0010546086,0.78937674,0.00001530811,0.0041195746],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982748,0.00010220467,0.0004567162,0.0004315151,0.00038930948,0.0003454787],"domain_scores_gemma":[0.99873424,0.00044128564,0.00024289575,0.00020148672,0.000076809854,0.00030328968],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000317597,0.00021395176,0.00029817258,0.00007266059,0.0001538851,0.000038884453,0.00015928422,0.000064262895,0.9369373],"category_scores_gemma":[0.000044650267,0.00020007577,0.000026499752,0.0001790264,0.000009214579,0.00014322132,0.00008317639,0.00022488591,0.00014861213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017256144,0.0008551747,0.103009,0.000014920399,0.00004561579,0.000009470332,0.0008273351,1.427499e-7,4.4141552e-7,1.3773324e-7,0.89476305,0.00030216656],"study_design_scores_gemma":[0.0017500977,0.0001263944,0.7566799,0.00040406888,0.0000023294176,0.000002456435,0.0004061693,0.0000051998218,0.0000025945194,0.0000035052692,0.24049798,0.00011934446],"about_ca_topic_score_codex":0.98256814,"about_ca_topic_score_gemma":0.99907625,"teacher_disagreement_score":0.9367887,"about_ca_system_score_codex":0.0009198088,"about_ca_system_score_gemma":0.0005085559,"threshold_uncertainty_score":0.8158853},"labels":[],"label_agreement":null},{"id":"W6977415123","doi":"10.6084/m9.figshare.22621937.v1","title":"Additional file 3 of Mental health challenges, treatment experiences, and care needs of post-secondary students: a cross-sectional mixed-methods study","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Lawrence College; Waypoint Centre for Mental Health Care; Queen's University","funders":"","keywords":"Mental health; Qualitative research; Table (database); Data collection; Mental health care; Statistical analysis; Health care; Mental illness","score_opus":0.08404533156913271,"score_gpt":0.45878505712287765,"score_spread":0.3747397255537449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977415123","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11594709,0.0024645803,9.006181e-9,0.000024467861,0.00018613433,0.00090331124,0.8790527,0.000044905417,0.0013768174],"genre_scores_gemma":[0.15548372,0.000026321492,0.000094850046,0.000045225173,0.00008195732,0.0061933873,0.8368327,0.000020795062,0.0012210449],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983764,0.0002359718,0.00045502532,0.0003214051,0.00031797623,0.00029318107],"domain_scores_gemma":[0.99853784,0.00071393425,0.00028263204,0.0002233659,0.00010684026,0.00013537203],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008129684,0.00019807706,0.00032444767,0.00022525052,0.00023901113,0.000022475313,0.00020019374,0.00008385478,0.967441],"category_scores_gemma":[0.00007624633,0.00017513227,0.00008729124,0.00026523366,0.000033521952,0.00011039114,0.00015684043,0.000085056694,0.0004235823],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106515094,0.0010229449,0.001994838,0.00026365402,0.0001469529,0.000009646619,0.05924326,1.3889058e-7,6.044156e-7,0.0000037691152,0.83587974,0.10132795],"study_design_scores_gemma":[0.0014197483,0.0025350922,0.7042995,0.00034667956,0.0000038984854,0.000011178275,0.17594968,0.0000010553749,0.000013986877,0.0000031372888,0.11529968,0.00011637675],"about_ca_topic_score_codex":0.00013494803,"about_ca_topic_score_gemma":0.00009457711,"teacher_disagreement_score":0.9670175,"about_ca_system_score_codex":0.00014586926,"about_ca_system_score_gemma":0.00013670874,"threshold_uncertainty_score":0.71416867},"labels":[],"label_agreement":null},{"id":"W6977580100","doi":"10.6084/m9.figshare.c.3634607_d4.v1","title":"Additional file 4: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Mental health service; Service (business); Service provider; Affect (linguistics)","score_opus":0.08341741251734835,"score_gpt":0.33298002581598124,"score_spread":0.24956261329863288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977580100","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27170414,0.00012157945,8.706385e-9,0.00015262683,0.00010935209,0.00064998365,0.7270625,0.0000090178255,0.00019078133],"genre_scores_gemma":[0.19754192,0.000001247287,0.0000078706835,0.0007545776,0.000025853633,0.001073807,0.79637325,0.000015428566,0.004206064],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99827397,0.00010233568,0.0004569044,0.0004316817,0.00038954255,0.00034559626],"domain_scores_gemma":[0.9987481,0.00042700858,0.00024305645,0.00020157202,0.000076855744,0.00030338488],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031787815,0.0002139909,0.00029830533,0.00007267871,0.00015391991,0.000038891267,0.00015927973,0.00006428276,0.9359903],"category_scores_gemma":[0.000042372092,0.00020010948,0.00002650925,0.00017761346,0.000009216289,0.00014320239,0.0000831999,0.00022492583,0.00015122678],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017233024,0.0008594012,0.10340761,0.0000152389275,0.000045607452,0.000009462126,0.00082898536,1.44628e-7,4.415075e-7,1.3971021e-7,0.8943705,0.000290175],"study_design_scores_gemma":[0.0017338203,0.00012611227,0.74846923,0.0003850233,0.0000023085809,0.0000024100384,0.00040538146,0.0000052028786,0.000002511776,0.0000034866027,0.24874629,0.000118214404],"about_ca_topic_score_codex":0.9828949,"about_ca_topic_score_gemma":0.9990767,"teacher_disagreement_score":0.93583906,"about_ca_system_score_codex":0.00092068326,"about_ca_system_score_gemma":0.0005086696,"threshold_uncertainty_score":0.8160228},"labels":[],"label_agreement":null},{"id":"W6980382566","doi":"","title":"Canadian Technology Accelerator Launches 10th Annual Climatetech Cohort","year":2021,"lang":"en","type":"other","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cohort; Cohort study; Government (linguistics); Technology assessment","score_opus":0.021547011236964973,"score_gpt":0.3474050441299236,"score_spread":0.32585803289295867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980382566","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020731161,0.0051895627,0.0000017687317,0.0011316715,0.0018189838,0.00091364275,0.00052765984,0.00042765532,0.98791593],"genre_scores_gemma":[0.012277397,0.00021775225,0.00030165698,0.0010437408,0.00036329776,0.00037648747,0.00069397694,0.00038538667,0.9843403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980307,0.00004996121,0.00027633968,0.00069985545,0.00014244647,0.00080065563],"domain_scores_gemma":[0.998804,0.000018269933,0.00012507278,0.0006929195,0.000037234586,0.00032253118],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000086169624,0.00038122755,0.0005153058,0.00083225535,0.00012249938,0.000033864468,0.00039743216,0.0011725262,0.25167766],"category_scores_gemma":[0.000005353409,0.0003372965,0.000071699,0.0004254959,0.000071178016,0.000022603092,0.000075750475,0.00033853806,0.0032565717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054406983,0.00009044205,0.04131345,0.000076197866,0.00025157872,0.0003731929,0.000051988754,2.6610962e-9,0.0000017169141,0.0049025863,0.942053,0.010880394],"study_design_scores_gemma":[0.0004077345,0.00006621028,0.002960276,0.00010565532,0.000047741567,0.00003329791,0.0007185343,1.6219784e-7,0.000050009872,0.00006355292,0.99519634,0.0003504528],"about_ca_topic_score_codex":0.36964977,"about_ca_topic_score_gemma":0.6597992,"teacher_disagreement_score":0.29014948,"about_ca_system_score_codex":0.000312483,"about_ca_system_score_gemma":0.00021898061,"threshold_uncertainty_score":0.9999079},"labels":[],"label_agreement":null},{"id":"W6980667758","doi":"","title":"Commentary on the Past, Present, and Future of Nursing Workload Research","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workload; Metropolitan area; Work (physics); Nursing research; Research design; Burnout","score_opus":0.4697441847732095,"score_gpt":0.6609279181683433,"score_spread":0.19118373339513378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980667758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.749534,0.1568751,0.000007826772,0.041891366,0.0022169286,0.0013068467,0.000068394074,0.000031474367,0.04806806],"genre_scores_gemma":[0.98317724,0.012124426,0.000024181396,0.0010271126,0.0022881129,0.00011417435,0.000012509423,0.000050288407,0.0011819638],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99662584,0.0009963677,0.0006433263,0.00046235975,0.00076108915,0.0005109992],"domain_scores_gemma":[0.99740005,0.001467503,0.00025732996,0.0005447108,0.00012021878,0.00021017913],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002195761,0.00025180314,0.00046649034,0.0007215037,0.00051647384,0.00079480174,0.0016689646,0.00012235674,0.01538244],"category_scores_gemma":[0.000012181938,0.00016608373,0.00011760139,0.0011375846,0.00036155904,0.0007671545,0.00047476325,0.000842128,0.0000389551],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004493021,0.00055741484,0.047656104,0.00013437509,0.0002271015,0.000063996755,0.0011405257,0.0000012175906,0.0006404945,0.0011075044,0.65540636,0.2926156],"study_design_scores_gemma":[0.0013878783,0.00016641465,0.6863193,0.006298214,0.00019576501,0.000048220034,0.004263854,0.00005563977,0.0054878667,0.02804498,0.26721454,0.000517359],"about_ca_topic_score_codex":0.00091653445,"about_ca_topic_score_gemma":0.000011444736,"teacher_disagreement_score":0.6386632,"about_ca_system_score_codex":0.0001317289,"about_ca_system_score_gemma":0.00003642804,"threshold_uncertainty_score":0.9855176},"labels":[],"label_agreement":null},{"id":"W6980988474","doi":"","title":"Des racines et des ailes étude exploratoire sur le portrait idéal de l'adolescent tel que perçu par ses parents immigrants","year":2004,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Portrait; Face (sociological concept); Lexicography; Immigration","score_opus":0.02911540854004058,"score_gpt":0.2660221971485961,"score_spread":0.23690678860855552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980988474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89151645,0.04485031,0.0038928827,0.00024795186,0.0009179045,0.0011339564,0.00019322688,0.000072775605,0.057174556],"genre_scores_gemma":[0.96285623,0.0049212566,0.0024614553,0.00006324274,0.00015449183,0.0000059315917,0.000080735284,0.000085305204,0.029371342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971548,0.00046760912,0.0006041524,0.0006682622,0.00042243616,0.00068277965],"domain_scores_gemma":[0.9984275,0.00008680383,0.0004193409,0.00051040325,0.0002625653,0.00029335372],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00027496257,0.0006800285,0.00086428376,0.00028416928,0.0013421426,0.00003263654,0.0011473038,0.0005536082,0.0007604833],"category_scores_gemma":[0.000041894422,0.00063185906,0.0006016726,0.00037297397,0.0029204774,0.00040064944,0.0003699704,0.00044147842,0.0001873923],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002593619,0.021125294,0.7436953,0.047814615,0.003257137,0.0005482764,0.07487319,0.009852684,0.011219961,0.026037881,0.009290073,0.049691934],"study_design_scores_gemma":[0.0058259876,0.00032785442,0.91394085,0.039914135,0.00076521403,0.00015652973,0.0030515862,0.00019645199,0.011022886,0.00077603536,0.02321232,0.0008101601],"about_ca_topic_score_codex":0.036819987,"about_ca_topic_score_gemma":0.25923842,"teacher_disagreement_score":0.22241844,"about_ca_system_score_codex":0.0023953093,"about_ca_system_score_gemma":0.00093258446,"threshold_uncertainty_score":0.999958},"labels":[],"label_agreement":null},{"id":"W6981907549","doi":"","title":"Fresh fruit and vegetable producers warn proposed plastic reductions could increase grocery prices","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Product (mathematics); Yield (engineering); Production (economics)","score_opus":0.011775522547452004,"score_gpt":0.24419798534263934,"score_spread":0.23242246279518733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981907549","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021508231,0.0010151446,8.198877e-8,0.00020405701,0.001297473,0.0011867464,0.0002196778,0.00047141197,0.9934546],"genre_scores_gemma":[0.0043020085,0.0004320854,0.00019402102,0.000100320496,0.00032429906,0.0001057785,0.00022479409,0.00023452764,0.99408215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822325,0.000070492526,0.0006010618,0.00035739655,0.00033264235,0.00041516422],"domain_scores_gemma":[0.9985895,0.00019453332,0.0005892697,0.00036273696,0.00007798116,0.0001859518],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019862581,0.00036773944,0.00043797417,0.00016036317,0.00017591666,0.000055636254,0.00021896121,0.0004041804,0.2390689],"category_scores_gemma":[0.000106661464,0.00033960235,0.00007857124,0.00002187904,0.00017728303,6.5868653e-7,0.00008121758,0.00029770425,0.013503061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017053225,0.00012768868,0.000039911076,0.0010533765,0.00015985398,0.000033691926,0.00035873242,0.000012515162,2.766856e-7,0.000054057757,0.9964298,0.0015595478],"study_design_scores_gemma":[0.0008656565,0.00020909421,0.00018378206,0.0003898574,0.00013510101,0.00007131472,0.00041114996,0.000004259662,0.000007371613,0.0000120560435,0.9974055,0.00030482313],"about_ca_topic_score_codex":0.019587867,"about_ca_topic_score_gemma":0.003349841,"teacher_disagreement_score":0.22556584,"about_ca_system_score_codex":0.000077026445,"about_ca_system_score_gemma":0.000036353114,"threshold_uncertainty_score":0.9999056},"labels":[],"label_agreement":null},{"id":"W6991103834","doi":"","title":"Exclusionary Structures: A Multi-Method Analysis of Structural Barriers Against University Students with Mental Health Challenges","year":2023,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Stigma (botany); Mental illness; Interpersonal communication; Citizen journalism; Middle Eastern Mental Health Issues & Syndromes; Participatory action research","score_opus":0.044233935167429676,"score_gpt":0.394591768865109,"score_spread":0.3503578336976793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991103834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950961,0.001976256,0.00000774886,0.000085007305,0.0006056807,0.00062223524,0.00008748956,0.000056702094,0.001462783],"genre_scores_gemma":[0.957362,0.001832809,0.00052447227,0.0000035934493,0.000067829926,0.0000010762052,0.0012490395,0.00003975283,0.03891941],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9958197,0.001508071,0.00026791837,0.000770377,0.0011148858,0.00051907054],"domain_scores_gemma":[0.99793845,0.0003643616,0.00056982075,0.00035356474,0.00033701462,0.00043679072],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008567011,0.0002835472,0.0008029446,0.0013121504,0.002056341,0.000027374608,0.0005917753,0.0003363017,0.00020542226],"category_scores_gemma":[0.000023403752,0.00030178644,0.00017555125,0.0011631137,0.00024998756,0.00014879579,0.00021358956,0.0010287552,0.0000046699065],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024315856,0.00095706247,0.3965279,0.004469394,0.022225456,0.001536929,0.49343997,0.0004382177,0.0009970149,0.0007505157,0.0013718001,0.052969895],"study_design_scores_gemma":[0.00233834,0.0015780205,0.6318622,0.0003383407,0.00034208267,0.0000039361307,0.36158493,0.00030182948,0.000016013653,0.00001121039,0.0013606208,0.00026243817],"about_ca_topic_score_codex":0.006470908,"about_ca_topic_score_gemma":0.0042859074,"teacher_disagreement_score":0.23533435,"about_ca_system_score_codex":0.0003809419,"about_ca_system_score_gemma":0.00026973826,"threshold_uncertainty_score":0.99994344},"labels":[],"label_agreement":null},{"id":"W6991505258","doi":"","title":"Healthcare professionals' perspectives on patient mental health treatment engagement in later life","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Referral; Mental health; Specialty; Psychological intervention; Summative assessment; Health care","score_opus":0.043249260727890475,"score_gpt":0.34515914957282473,"score_spread":0.30190988884493425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991505258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98125255,0.0014522211,2.6736933e-7,0.009856105,0.0017453496,0.0022407866,0.00022170428,0.00008485954,0.003146135],"genre_scores_gemma":[0.98211336,0.0011170342,0.000060214094,0.00024694976,0.00007054166,0.000028603146,0.0021279922,0.000058301397,0.014176987],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976072,0.000504999,0.0002763931,0.0006879927,0.00041677957,0.00050666335],"domain_scores_gemma":[0.99880546,0.000081305545,0.0004850897,0.00035025642,0.000056665773,0.00022120604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019705834,0.0003683167,0.00059585995,0.00055377366,0.00053477683,0.000010724051,0.00022569227,0.00024989175,0.00021954022],"category_scores_gemma":[0.0000050062326,0.00038626592,0.00016903428,0.00028038898,0.000039097533,0.00007869559,0.000055345317,0.00036122385,0.00047091258],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009924946,0.014750097,0.097847,0.0024413231,0.0014182987,0.0006276559,0.6715792,0.00001662404,0.000017664188,0.004031968,0.099908546,0.097436726],"study_design_scores_gemma":[0.0018225885,0.0017795876,0.39712784,0.0006091406,0.000023418503,5.4210784e-7,0.5954996,0.0000049273854,0.000015105112,0.000020472471,0.0028840632,0.00021273023],"about_ca_topic_score_codex":0.01717119,"about_ca_topic_score_gemma":0.41508308,"teacher_disagreement_score":0.39791188,"about_ca_system_score_codex":0.0016413587,"about_ca_system_score_gemma":0.00020446928,"threshold_uncertainty_score":0.9998589},"labels":[],"label_agreement":null},{"id":"W6992936716","doi":"","title":"National funding for mental health research in Finland, France, Spain and the United Kingdom","year":2017,"lang":"en","type":"article","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); Public health; Public funding; Kingdom","score_opus":0.23208444974526607,"score_gpt":0.5072556835444046,"score_spread":0.27517123379913855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992936716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521286,0.0002992295,0.0000040987147,0.040106967,0.0002751251,0.0012154666,0.00039809305,0.0000037113696,0.0055687185],"genre_scores_gemma":[0.9968503,0.0011275405,0.0005226051,0.00079641404,0.00030081053,0.00006552233,0.000018472128,0.000015531621,0.00030277306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9938837,0.00035641206,0.001073696,0.0010120955,0.00046883174,0.0032052323],"domain_scores_gemma":[0.9931249,0.0027377976,0.00029838263,0.00058610697,0.0004947425,0.0027580508],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.026454657,0.00024079114,0.000675165,0.0013544611,0.0026022932,0.0008041717,0.0013303556,0.000147152,0.0001004055],"category_scores_gemma":[0.0028700638,0.0001848965,0.0000833864,0.00056842127,0.014535432,0.0009098107,0.0009229825,0.00074659166,0.000016315615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003696407,0.00017616981,0.039180286,0.000060577608,0.000012728737,8.007644e-7,0.000075261596,0.00000531024,0.000025691457,0.9580249,0.00008036922,0.0019882636],"study_design_scores_gemma":[0.010962499,0.0013767752,0.55396336,0.0002670244,0.000011210698,0.000036176418,0.0020311016,0.029842086,0.00024294874,0.38967898,0.011122078,0.00046573897],"about_ca_topic_score_codex":0.01961887,"about_ca_topic_score_gemma":0.0011247345,"teacher_disagreement_score":0.5683459,"about_ca_system_score_codex":0.0008705012,"about_ca_system_score_gemma":0.0021996973,"threshold_uncertainty_score":0.9986962},"labels":[],"label_agreement":null},{"id":"W6992950731","doi":"","title":"Mike Anderson Project Podcast Episode 3","year":2006,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); George (robot); Key (lock)","score_opus":0.013424185712946686,"score_gpt":0.2570457079991598,"score_spread":0.24362152228621314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992950731","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011143749,0.0009500041,2.4196817e-7,0.00011717055,0.0007965849,0.0011244857,0.00030156522,0.00022961266,0.9963689],"genre_scores_gemma":[0.0010234532,0.00007661282,0.000359726,0.00029962696,0.00032620263,0.000079943165,0.0007665769,0.00016269831,0.99690515],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816495,0.000103163904,0.0006605297,0.0002815078,0.0003377526,0.00045208706],"domain_scores_gemma":[0.9986966,0.00007096027,0.00067984493,0.0004078256,0.000053558695,0.000091180584],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014446903,0.00041135546,0.00048023768,0.00014095007,0.00009234108,0.000040599592,0.00029183374,0.00052496983,0.49184713],"category_scores_gemma":[0.000011221524,0.000380369,0.00016119266,0.000011005081,0.00010726205,1.5905356e-7,0.00005193397,0.00024975353,0.023343952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001302285,0.00016581947,0.000029410843,0.00057714694,0.000085918764,0.00004686081,0.00015185763,0.0000031320267,2.5645619e-8,0.000041926363,0.9919741,0.0067935563],"study_design_scores_gemma":[0.0011379739,0.00021861627,0.00006263355,0.00023774014,0.00006487298,0.000072188595,0.00015545766,0.000002091094,0.0000021027647,0.000004891206,0.9977059,0.0003355649],"about_ca_topic_score_codex":0.068255655,"about_ca_topic_score_gemma":0.009117866,"teacher_disagreement_score":0.46850318,"about_ca_system_score_codex":0.000070415546,"about_ca_system_score_gemma":0.000017132881,"threshold_uncertainty_score":0.9998648},"labels":[],"label_agreement":null},{"id":"W6996242229","doi":"","title":"A Reward-Earning Quaternary Random Walk on a Parity Dial","year":2021,"lang":"en","type":"article","venue":"IUScholarWorks (Indiana University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Random walk; Coin flipping; Node (physics); Quarter (Canadian coin); Parity (physics); Clockwise","score_opus":0.024935083827714855,"score_gpt":0.29258189393025974,"score_spread":0.2676468101025449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996242229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9144346,0.0003936867,0.00016345314,0.00076045224,0.0011334639,0.0003080362,0.00002303727,0.00013019341,0.082653046],"genre_scores_gemma":[0.96655434,0.000085515625,0.00011337673,0.0005115771,0.00023184149,0.0000040764444,0.00007731907,0.000026572838,0.03239539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978139,0.0005509327,0.0002026618,0.0006144984,0.0002524523,0.0005655679],"domain_scores_gemma":[0.9987921,0.00022277523,0.00012984514,0.00048418232,0.00005882006,0.00031227485],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002490249,0.00023887593,0.00032088955,0.0002942904,0.00063111266,0.00009904291,0.00034032625,0.00026535813,0.002710332],"category_scores_gemma":[0.000040800434,0.00025989814,0.00019014011,0.0006759446,0.000060468552,0.00035284625,0.00012904633,0.00075123087,0.0010029387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012681886,0.0042694346,0.64329326,0.00022014983,0.0016090763,0.08792694,0.009850046,0.000108706874,0.00047588718,0.028862342,0.014058047,0.19664425],"study_design_scores_gemma":[0.045631055,0.0011631359,0.5110576,0.0008430918,0.0005630497,0.00030705344,0.006418093,0.00012763757,0.0017718207,0.00081706035,0.42930135,0.0019990047],"about_ca_topic_score_codex":0.00044755384,"about_ca_topic_score_gemma":0.00020465479,"teacher_disagreement_score":0.41524333,"about_ca_system_score_codex":0.00024750945,"about_ca_system_score_gemma":0.00007166715,"threshold_uncertainty_score":0.99998534},"labels":[],"label_agreement":null},{"id":"W6996506472","doi":"","title":"Semi-Supervised Named Entity Recognition:&#13;\\nLearning to Recognize 100 Entity Types with Little Supervision&#13;\\n","year":2007,"lang":"en","type":"dissertation","venue":"CogPrints (University of Southampton)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Named-entity recognition; Acronym; Task (project management); Hierarchy; Key (lock); Entity linking; Field (mathematics); Named entity; Listing (finance)","score_opus":0.032258900084165695,"score_gpt":0.308060679264583,"score_spread":0.2758017791804173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996506472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93513966,0.00020976443,0.0002696823,0.00008712519,0.0012435253,0.0011492845,0.00024734274,0.00015280521,0.061500836],"genre_scores_gemma":[0.9242362,0.00011651472,0.0011305135,0.00011549689,0.00015049618,0.000009662264,0.0038009987,0.00008373909,0.07035638],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970324,0.00019344303,0.0004298035,0.001059357,0.0006103101,0.0006746909],"domain_scores_gemma":[0.9977238,0.0001721472,0.00047713818,0.00064813567,0.0005276453,0.00045112317],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005068076,0.0005196547,0.00079133786,0.0006906856,0.0006443605,0.000053476357,0.0006891501,0.0006454346,0.03646932],"category_scores_gemma":[0.00005221048,0.0005936062,0.00026342412,0.00078690005,0.00012917297,0.00031852938,0.00015308234,0.0006999219,0.0052476274],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01295581,0.0027854068,0.15756276,0.0022280805,0.002022868,0.00060390367,0.08112296,0.00001005287,0.00053163583,0.000088278306,0.0062742396,0.733814],"study_design_scores_gemma":[0.011135954,0.0015711776,0.82071686,0.0036659222,0.0015227855,0.000034816934,0.13689929,0.000053642812,0.001578236,0.0004937153,0.019584045,0.0027435375],"about_ca_topic_score_codex":0.009254103,"about_ca_topic_score_gemma":0.015725238,"teacher_disagreement_score":0.73107046,"about_ca_system_score_codex":0.00021096873,"about_ca_system_score_gemma":0.00013106698,"threshold_uncertainty_score":0.99965155},"labels":[],"label_agreement":null},{"id":"W6998934766","doi":"","title":"The burden of mental illness and addiction in Ontario (Canadian Journal of Psychiatry (2013) 58, 9, (529-537))","year":2013,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Addiction; Addiction medicine; Mental health; MEDLINE","score_opus":0.00961215550805964,"score_gpt":0.2189802892838705,"score_spread":0.20936813377581087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998934766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9656714,0.000679839,0.000023427214,0.0007442857,0.0010711642,0.00036086707,0.0000407738,0.000005676228,0.031402554],"genre_scores_gemma":[0.9963055,0.00003646846,0.000045063334,0.00001612479,0.00010305055,0.0000013757419,0.000024471407,0.000005871211,0.0034620385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885494,0.0000812245,0.0004039628,0.00017075716,0.00025132744,0.00023780383],"domain_scores_gemma":[0.9990179,0.000110400695,0.00035655146,0.00019408322,0.00016137572,0.00015969985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001529916,0.00014777065,0.00023423026,0.00016023596,0.0007295383,0.000054224452,0.00030465616,0.00011531078,0.0002600099],"category_scores_gemma":[0.000010300727,0.00010390411,0.00010814384,0.00012025874,0.0007455496,0.0004823978,0.00004261976,0.00024684527,0.000022508402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079846196,0.00026110362,0.94874024,0.000038228398,0.00037305497,0.00009891615,0.007949609,0.00013074625,0.000034370205,0.011741218,0.017110763,0.012723291],"study_design_scores_gemma":[0.0020413648,0.00029334167,0.95665556,0.00022163555,0.000059263977,0.0002734884,0.005836725,0.00004609447,0.000025813362,0.0011468708,0.03323246,0.00016739879],"about_ca_topic_score_codex":0.461228,"about_ca_topic_score_gemma":0.28527978,"teacher_disagreement_score":0.17594823,"about_ca_system_score_codex":0.00024930038,"about_ca_system_score_gemma":0.0005752267,"threshold_uncertainty_score":0.727762},"labels":[],"label_agreement":null},{"id":"W69994974","doi":"10.1177/070674370004500308","title":"Measuring Depression in Canada's Elderly Chinese Population: Use of a Community Screening Instrument","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Okanagan University College","funders":"","keywords":"Cronbach's alpha; Geriatric Depression Scale; Convergent validity; Depression (economics); Mental health; Concurrent validity; Gerontology; Medicine; Clinical psychology; Chinese people; Reliability (semiconductor); Psychiatry; Population; Psychology; Psychometrics; Internal consistency; China; Anxiety; Depressive symptoms; Environmental health","score_opus":0.0668284533109732,"score_gpt":0.3070214967097169,"score_spread":0.2401930433987437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W69994974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948817,0.00096721086,0.0000020870245,0.0022895976,0.0008433508,0.00014050236,0.000014962031,0.0000016615852,0.00085892284],"genre_scores_gemma":[0.9990463,0.000006893807,0.00036884495,0.00037335866,0.000099896744,0.000002598433,0.0000049521323,0.000010904211,0.00008620681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860317,0.00036945147,0.000517402,0.00005796665,0.00019446638,0.00025757327],"domain_scores_gemma":[0.9991023,0.00006901022,0.00026585278,0.00026502312,0.000033937173,0.00026385512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040874328,0.00010997083,0.00020361671,0.00014762355,0.00038784536,0.00002419535,0.00031098418,0.000047000078,0.00087860314],"category_scores_gemma":[0.000010760244,0.000076709126,0.000053123826,0.00021844744,0.000029038076,0.0001405299,0.000007165966,0.0004800918,0.0000022114853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001040906,0.000032880183,0.9278472,0.000016128422,0.000031341555,0.000014245924,0.0007466679,0.00027861109,4.1339052e-7,0.000068568304,0.00050637184,0.07035348],"study_design_scores_gemma":[0.0007799117,0.00007416847,0.9972573,0.00020246467,0.000015638081,0.00007827121,0.00063662214,0.000013188688,0.0000022228542,0.0006309987,0.00024342752,0.00006582331],"about_ca_topic_score_codex":0.99755496,"about_ca_topic_score_gemma":0.99982107,"teacher_disagreement_score":0.07028766,"about_ca_system_score_codex":0.0003601831,"about_ca_system_score_gemma":0.0010255082,"threshold_uncertainty_score":0.96200883},"labels":[],"label_agreement":null},{"id":"W6999555046","doi":"","title":"Cross-national comparisons of the prevalences and correlates of mental disorders. WHO International Consortium in Psychiatric Epidemiology.","year":2000,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Mood disorders; Mood; Prevalence of mental disorders; Psychiatric epidemiology; Mental health; Epidemiology; Anxiety disorder; Socioeconomic status","score_opus":0.03353813167716753,"score_gpt":0.3440611878654992,"score_spread":0.3105230561883317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999555046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97508806,0.002265555,0.0000024078645,0.0013045806,0.0011681718,0.0005718107,0.00011259954,0.00000996597,0.019476878],"genre_scores_gemma":[0.9952236,0.0010888093,0.000055285043,0.0001389883,0.000051810857,0.000047499165,0.000021365951,0.000009180258,0.0033634657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982238,0.00034521846,0.00060754275,0.00026310186,0.0001781892,0.0003821761],"domain_scores_gemma":[0.99923813,0.00024790905,0.00026909888,0.00013928328,0.000029476056,0.00007607912],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004938242,0.0001248568,0.00023820809,0.00007389938,0.000079075726,0.000007813507,0.00030082467,0.000059263188,0.0014218702],"category_scores_gemma":[0.00007560827,0.00009067261,0.000058832087,0.00023505346,0.00037442546,0.00009533132,0.00004863194,0.00015312471,0.000009924484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018251655,0.00036926998,0.9768215,0.000023315377,0.00004398805,5.378729e-7,0.0012709727,0.00003478378,0.0000016221803,0.002258418,0.0012912969,0.01770178],"study_design_scores_gemma":[0.0012411977,0.00004218125,0.994658,0.000031324642,0.000013683607,0.0000056404547,0.00007156879,0.00010337023,0.000023365857,0.00034904346,0.003388141,0.000072476185],"about_ca_topic_score_codex":0.00017295388,"about_ca_topic_score_gemma":0.00007011768,"teacher_disagreement_score":0.020135565,"about_ca_system_score_codex":0.00004168823,"about_ca_system_score_gemma":0.000018726087,"threshold_uncertainty_score":0.999491},"labels":[],"label_agreement":null},{"id":"W6999662701","doi":"","title":"Developing a Framework to Evaluate Collaborative Mental Health Services in Primary Care Systems in Latin America","year":2013,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Delphi method; Mental health; Context (archaeology); Focus group; Latin Americans; Conceptual framework; Public health; Health care; Program evaluation; Health services research","score_opus":0.02155389574011768,"score_gpt":0.3580455653232942,"score_spread":0.3364916695831765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999662701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9501303,0.012479422,0.000015640833,0.00065199856,0.0009793553,0.0029048307,0.000120946985,0.0000328601,0.032684665],"genre_scores_gemma":[0.98450595,0.0010149374,0.0047489335,0.0002440736,0.000040476752,0.00003617528,0.0023549083,0.000039114377,0.0070154476],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99824005,0.00031173276,0.00027036012,0.00048080314,0.00029322194,0.00040382607],"domain_scores_gemma":[0.99892217,0.000056901896,0.00050762494,0.0002493854,0.00012840892,0.00013552658],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012618108,0.0002764676,0.0007031969,0.00018015818,0.00017594764,0.000019423534,0.0003360682,0.000279896,0.00255887],"category_scores_gemma":[0.0000018307277,0.00034020861,0.000048252623,0.00032282592,0.000022232447,0.0002582453,0.00006397091,0.00020984613,0.000109021785],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013865306,0.00022567651,0.007603186,0.0044052526,0.00013722907,0.00003298608,0.86923164,0.000018623889,0.000018900902,0.0011366438,0.0004836123,0.11531973],"study_design_scores_gemma":[0.000846896,0.00021773868,0.48230127,0.002626289,0.000012831092,2.3222103e-7,0.51319283,0.00001851375,0.0000017203381,0.000005586136,0.000579211,0.00019688143],"about_ca_topic_score_codex":0.56963915,"about_ca_topic_score_gemma":0.4706542,"teacher_disagreement_score":0.4746981,"about_ca_system_score_codex":0.0037965584,"about_ca_system_score_gemma":0.0003333612,"threshold_uncertainty_score":0.999905},"labels":[],"label_agreement":null},{"id":"W7000364367","doi":"","title":"Enhancing Pre-Service Teachers' Mental Health Literacies Through Educational Programming","year":2023,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Perception; Scale (ratio); Focus group; Referral; Mental health literacy; Literacy","score_opus":0.015349821168269571,"score_gpt":0.31026220769837864,"score_spread":0.2949123865301091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000364367","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7586752,0.0009379646,0.000016887832,0.19424234,0.0061657084,0.003572911,0.0004136866,0.0012646754,0.034710612],"genre_scores_gemma":[0.038904596,0.00041821896,0.0025954226,0.00093416247,0.00040490233,0.00003733743,0.018442456,0.00014862767,0.9381143],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997418,0.00027509016,0.00035810177,0.0008371052,0.00036457778,0.00074712944],"domain_scores_gemma":[0.9985697,0.0001612412,0.00052204065,0.000433395,0.000047226607,0.00026638352],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000074231764,0.0004910506,0.0004914966,0.00037097104,0.00089952804,0.00014980364,0.0005676935,0.00037245176,0.0025046205],"category_scores_gemma":[0.00000664603,0.0005627789,0.00018220354,0.00091270055,0.000041955387,0.0014927912,0.00013280645,0.0005747654,0.00074240536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010678959,0.0012434315,0.012789718,0.0021031327,0.0006394936,0.000094090574,0.32726616,0.000001658558,0.000004020524,0.0072557568,0.6276655,0.019869136],"study_design_scores_gemma":[0.0017224733,0.0004421466,0.07750797,0.0017848854,0.00014631174,0.0000014222802,0.13890596,8.3408236e-7,0.00039684432,0.0005086155,0.7774603,0.0011222456],"about_ca_topic_score_codex":0.034665342,"about_ca_topic_score_gemma":0.0029062575,"teacher_disagreement_score":0.90340364,"about_ca_system_score_codex":0.00041108934,"about_ca_system_score_gemma":0.0005015833,"threshold_uncertainty_score":0.99968237},"labels":[],"label_agreement":null},{"id":"W7000368451","doi":"","title":"An Exploration on the Barriers to Accessing Mental Health Services Among South Asian Youth","year":2022,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Thematic analysis; South asia; Mental health service; Service provider; Stigma (botany); Diversity (politics); Social stigma; Service (business); Pandemic","score_opus":0.03935018182792528,"score_gpt":0.30389959315120246,"score_spread":0.2645494113232772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000368451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974594,0.00004452936,0.000038568058,0.006444313,0.000816447,0.0010697169,0.00052329985,0.00015765826,0.016311457],"genre_scores_gemma":[0.99433833,0.0000028577685,0.000049857044,0.003616219,0.000057731908,0.000023229884,0.0003592483,0.000037315935,0.0015152114],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99687994,0.0012846286,0.00024494086,0.0005777278,0.00044182345,0.0005709327],"domain_scores_gemma":[0.99824005,0.000037589725,0.00022931045,0.00076640915,0.000031196832,0.0006954274],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006058127,0.00026463877,0.00023678647,0.00052794866,0.0055859354,0.00022370547,0.0010974032,0.00006215012,0.0019056145],"category_scores_gemma":[0.0000045247953,0.0002481001,0.00009176477,0.0011202447,0.00008507506,0.00142679,0.00034253,0.00064282,0.000083838226],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032205337,0.0016439692,0.39715436,0.00007757644,0.000449141,0.00027861595,0.5256208,0.0005175997,0.00006502947,0.03744905,0.005855135,0.027668206],"study_design_scores_gemma":[0.0025537373,0.0015711033,0.04387744,0.0001183238,0.00007991803,0.0000050219314,0.89330393,0.00008026607,0.00011237657,0.0001927248,0.057465445,0.00063971186],"about_ca_topic_score_codex":0.00087393227,"about_ca_topic_score_gemma":0.0010957161,"teacher_disagreement_score":0.36768314,"about_ca_system_score_codex":0.00056954654,"about_ca_system_score_gemma":0.00010966783,"threshold_uncertainty_score":0.99999714},"labels":[],"label_agreement":null},{"id":"W7000821028","doi":"","title":"The Health of University Students: What Do We Know?","year":2018,"lang":"uk","type":"article","venue":"Електронний архів наукових та освітніх матеріалів КПІ ім. Ігоря Сікорського (КПІ ім. Ігоря Сікорського)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Population; Incidence (geometry); Health education; Public health; Learning disability; Health problems","score_opus":0.04034265026967161,"score_gpt":0.4178796945319828,"score_spread":0.3775370442623112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000821028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4487463,0.36849138,0.0006694064,0.05733852,0.053680006,0.02078061,0.0035003826,0.0023072734,0.044486143],"genre_scores_gemma":[0.6650876,0.25967136,0.0010893942,0.004193294,0.006474738,0.0003868683,0.00074428576,0.0011660282,0.06118645],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96215135,0.008069306,0.007368589,0.0069056596,0.0060595153,0.0094455825],"domain_scores_gemma":[0.9726193,0.00456963,0.0067951684,0.009384757,0.002462294,0.0041688276],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.009824014,0.0052590994,0.0060691647,0.002504574,0.009255626,0.002730036,0.011732068,0.0032239081,0.010087827],"category_scores_gemma":[0.0006265752,0.004774029,0.0028845847,0.006186479,0.0067150122,0.0044748853,0.004765347,0.0048563704,0.011905015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016293984,0.013528054,0.03734986,0.0035742933,0.0071756733,0.0011945016,0.026969701,0.000022155109,0.0008013759,0.032236323,0.20026562,0.66058844],"study_design_scores_gemma":[0.022050189,0.0110902,0.017939078,0.0077080256,0.0016787876,0.00039043915,0.054489464,0.0002034151,0.0028360304,0.004072488,0.8720473,0.0054945885],"about_ca_topic_score_codex":0.0061838725,"about_ca_topic_score_gemma":0.0053983345,"teacher_disagreement_score":0.67178166,"about_ca_system_score_codex":0.0043988037,"about_ca_system_score_gemma":0.0031279866,"threshold_uncertainty_score":0.99942315},"labels":[],"label_agreement":null},{"id":"W7001244225","doi":"","title":"Improving access to mental health services among East Asian immigrants","year":2018,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Immigration; Mental health; East Asia; Health care; Refugee; Ethnic group","score_opus":0.022577095312248968,"score_gpt":0.3341150274357824,"score_spread":0.3115379321235334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001244225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9007236,0.00048074732,9.130371e-8,0.0001866999,0.0078009083,0.0036705232,0.003182198,0.0004164377,0.08353884],"genre_scores_gemma":[0.9695044,0.000056409193,0.00028474908,0.0028622947,0.00031652144,0.00089905807,0.005868326,0.00041568608,0.019792514],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.992295,0.0005207838,0.0016887572,0.0023551346,0.0010945292,0.0020457576],"domain_scores_gemma":[0.99537104,0.00005313253,0.0015534703,0.0013529962,0.0002738809,0.0013955008],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009333243,0.0013954206,0.001354641,0.0008892977,0.003370153,0.00041154432,0.0021209957,0.0010078758,0.0027712255],"category_scores_gemma":[0.00002963637,0.0014288161,0.00041872708,0.0009936689,0.00007508621,0.0017022747,0.0004057627,0.0013065939,0.0031541185],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018300446,0.0012146977,0.0021164883,0.0029116445,0.0006249359,0.00012805946,0.001227903,4.29323e-7,0.0011769113,0.002780457,0.00022467022,0.9857638],"study_design_scores_gemma":[0.017138867,0.0063234386,0.6119053,0.015638681,0.0011237349,0.00020440108,0.047387004,0.000040387422,0.027961403,0.0038902021,0.2573253,0.011061291],"about_ca_topic_score_codex":0.022302095,"about_ca_topic_score_gemma":0.06470305,"teacher_disagreement_score":0.9747025,"about_ca_system_score_codex":0.0014357533,"about_ca_system_score_gemma":0.00007190243,"threshold_uncertainty_score":0.9998796},"labels":[],"label_agreement":null},{"id":"W7002099237","doi":"","title":"Ministers as informal mental health care professionals","year":2014,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental health care; Health care; Mental healthcare; Qualitative research; Resource (disambiguation); Mental illness","score_opus":0.020975608982489045,"score_gpt":0.3586525606018611,"score_spread":0.33767695161937206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002099237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6520648,0.0011665652,8.211205e-9,0.00012538041,0.007030838,0.0021122282,0.0017144608,0.00021869024,0.33556706],"genre_scores_gemma":[0.88239557,0.00008884368,0.0001451642,0.0047093215,0.00015699456,0.0008299227,0.01801895,0.0002489478,0.093406275],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99372786,0.00069802185,0.0016255521,0.0013323268,0.0011092771,0.001506955],"domain_scores_gemma":[0.99638873,0.00017241595,0.0014021485,0.0009705691,0.000223447,0.0008427067],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00073369674,0.0011125675,0.0011875173,0.0005172544,0.0029964636,0.00009220834,0.0008982534,0.0011012417,0.0035637093],"category_scores_gemma":[0.00006528202,0.0010695341,0.00045978627,0.00039012727,0.00006948001,0.00063937466,0.00015983175,0.0015904414,0.0046816864],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002802463,0.0011998147,0.0001861002,0.0030187992,0.0006568819,0.00011308575,0.0014924766,4.339443e-7,0.00017996399,0.09135136,0.001319434,0.8976792],"study_design_scores_gemma":[0.008798348,0.0031146617,0.009292401,0.0033064291,0.00029872538,0.00013152679,0.039148618,0.0000016008219,0.0071927663,0.0014687027,0.9240674,0.003178822],"about_ca_topic_score_codex":0.0013677104,"about_ca_topic_score_gemma":0.0022173047,"teacher_disagreement_score":0.92274797,"about_ca_system_score_codex":0.0011818546,"about_ca_system_score_gemma":0.00016033815,"threshold_uncertainty_score":0.9991755},"labels":[],"label_agreement":null},{"id":"W7009193935","doi":"","title":"Determinants of Self-referral Pathways to Youth Mental Health Services and Their Impact on Timely Access to Care","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University","keywords":"Mental health; Health care; Mental health care; Mental illness; Psychological intervention; MEDLINE","score_opus":0.042398264965021935,"score_gpt":0.36236197775215234,"score_spread":0.3199637127871304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009193935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96007925,0.0019455679,4.0876413e-9,0.000024788262,0.0027844836,0.0031104838,0.016878802,0.00023692875,0.014939658],"genre_scores_gemma":[0.99404913,0.0001387194,0.000047769216,0.001058684,0.00007807871,0.00032366227,0.0029300367,0.00024915845,0.0011247575],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952575,0.0003581879,0.0011273957,0.001576835,0.00057696505,0.0011031224],"domain_scores_gemma":[0.9973405,0.0000972822,0.0005928422,0.0008199284,0.00017078932,0.0009786292],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043393657,0.0011731327,0.0013381381,0.00081600517,0.0009670199,0.0001856324,0.0009561898,0.0005802413,0.00028081887],"category_scores_gemma":[0.000010920242,0.00090536394,0.00034350145,0.0006635945,0.000020773297,0.00047610846,0.00030135622,0.00081422075,0.0005622766],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006353768,0.0018015535,0.005085637,0.01257685,0.0015719606,0.00013154918,0.02831206,0.000010455973,0.0015563237,0.0029718864,0.00005498671,0.939573],"study_design_scores_gemma":[0.014932335,0.03549241,0.43712372,0.04006137,0.0024367925,0.00021011518,0.28609493,0.000061027604,0.13498756,0.0046080924,0.032922752,0.011068896],"about_ca_topic_score_codex":0.0041529424,"about_ca_topic_score_gemma":0.0051456653,"teacher_disagreement_score":0.92850405,"about_ca_system_score_codex":0.0009904925,"about_ca_system_score_gemma":0.00007874097,"threshold_uncertainty_score":0.9993397},"labels":[],"label_agreement":null},{"id":"W7009752795","doi":"","title":"Ethnocultural Identity Clarity and the Associations with Psychological Distress and Stigma of Depression","year":2022,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Multiculturalism; Distress; Cultural identity; Identity (music); Stigma (botany); Feeling; Ethnic group","score_opus":0.014046009630698455,"score_gpt":0.2962579760723211,"score_spread":0.28221196644162266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009752795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756708,0.0003116912,0.00000492823,0.0054441867,0.00025989703,0.00066746044,0.0003727833,0.000064029584,0.01720421],"genre_scores_gemma":[0.9222189,0.00041018229,0.0001123645,0.000068844165,0.000026515705,0.000009175753,0.0018154943,0.000017127168,0.07532136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984669,0.00047304516,0.00015631912,0.0004378528,0.00025738726,0.00020846182],"domain_scores_gemma":[0.9989981,0.00023347333,0.0003838529,0.0002534641,0.000028079401,0.0001030542],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008021524,0.000223022,0.0003660703,0.00010342645,0.0007501546,0.000057807512,0.00030295574,0.00027154302,0.0012160958],"category_scores_gemma":[0.000010976157,0.00015437641,0.000075106225,0.00028500054,0.00022249187,0.0006783413,0.00016178105,0.0005598776,0.0000027595283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012261778,0.0014075927,0.8031559,0.00061216723,0.00096652383,0.00032106973,0.01728698,0.000002350033,0.0000030287147,0.083168164,0.06933361,0.011480849],"study_design_scores_gemma":[0.0029822711,0.00015874203,0.9816519,0.00007187619,0.0002559823,8.8530834e-7,0.011314522,6.0901544e-7,0.000022530943,0.00063238235,0.0026947134,0.00021359636],"about_ca_topic_score_codex":0.009847413,"about_ca_topic_score_gemma":0.00076926086,"teacher_disagreement_score":0.178496,"about_ca_system_score_codex":0.00004666767,"about_ca_system_score_gemma":0.000017012237,"threshold_uncertainty_score":0.9996969},"labels":[],"label_agreement":null},{"id":"W7015059348","doi":"","title":"Second-Generation Tamil Youth &amp; Their Experiences Accessing Community-Based Mental Healthcare Services","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tamil; Mental health; Mental healthcare; Thematic analysis; Health care; Qualitative research; Intervention (counseling)","score_opus":0.08883029647168125,"score_gpt":0.3341219449082885,"score_spread":0.24529164843660725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015059348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8499408,0.00032218316,0.0000071397067,0.00009792026,0.0031479474,0.0006955915,0.0003627687,0.00025401375,0.14517164],"genre_scores_gemma":[0.5932371,0.00002011681,0.00005504929,0.00044087032,0.00017917917,0.000024199831,0.017222507,0.0000736704,0.38874733],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973307,0.00079800934,0.00039202443,0.0006147544,0.00030008107,0.00056441734],"domain_scores_gemma":[0.99861413,0.000082244565,0.0004776283,0.00052827963,0.000091349844,0.00020634562],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018291037,0.0005404473,0.00047803106,0.0003589283,0.0016318125,0.00020285895,0.0008435862,0.00048935646,0.072023846],"category_scores_gemma":[0.0000012030177,0.000547133,0.00017728755,0.000688531,0.00006737741,0.00040007138,0.00010579291,0.00068664405,0.00035434894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011486445,0.0006389319,0.0052826325,0.002488232,0.00036812757,0.00007390351,0.5333001,0.000008368617,0.0003040573,0.00014299198,0.0018876513,0.45435637],"study_design_scores_gemma":[0.0022860568,0.00027178955,0.004727742,0.0007311718,0.00015277343,0.0000022450079,0.9084161,0.000056106666,0.00088616303,0.000024334488,0.08160644,0.0008391114],"about_ca_topic_score_codex":0.0055307923,"about_ca_topic_score_gemma":0.09105319,"teacher_disagreement_score":0.4535173,"about_ca_system_score_codex":0.0003397386,"about_ca_system_score_gemma":0.00009743208,"threshold_uncertainty_score":0.99969804},"labels":[],"label_agreement":null},{"id":"W7015586866","doi":"","title":"A survey of the implementation of participation strategies to enhance inclusive workplaces in the public and private educational systems in Lagos State","year":2025,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Gesundheit; National Mental Health Commission; European Commission; United Nations Development Programme; Grand Challenges Canada; Mental Health Commission; University of Manitoba; UNICEF; World Health Organization","keywords":"Government (linguistics); Focus group; Christian ministry; Test (biology); Public health; Control (management); Survey data collection; Mental health","score_opus":0.03180001989263268,"score_gpt":0.36897660904649116,"score_spread":0.33717658915385845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015586866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99659574,0.0002991433,0.0000084014255,0.0011102207,0.00025930488,0.0010556785,0.00010658115,0.0000021198416,0.00056279404],"genre_scores_gemma":[0.9992853,0.000053953925,0.000010626453,0.000010201026,0.0000051589504,0.000014451735,0.00028693047,0.0000037036373,0.00032967498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879056,0.0005039895,0.00020959506,0.00017208814,0.00019214029,0.00013163158],"domain_scores_gemma":[0.999002,0.000247784,0.0004473941,0.00016442247,0.0001204696,0.00001796082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047015602,0.00009815109,0.00021100145,0.00023938615,0.000091387534,0.000016456544,0.0002629354,0.000068322675,0.000013525209],"category_scores_gemma":[0.000015971342,0.00008619255,0.00002211857,0.0005428742,0.000036599744,0.00015108185,0.00004966694,0.0000991086,0.0000013229694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040497715,0.00030988228,0.95606065,0.00083719956,0.00008155831,0.000001754511,0.030784087,0.0000471149,0.00009952587,0.004733806,0.0004505663,0.0061888746],"study_design_scores_gemma":[0.00028916384,0.00005340869,0.8386979,0.0002045301,0.000018678065,9.3129344e-8,0.160457,0.000009174088,0.00007465019,0.00011924205,0.000027908938,0.000048245274],"about_ca_topic_score_codex":0.07486181,"about_ca_topic_score_gemma":0.93554324,"teacher_disagreement_score":0.8606814,"about_ca_system_score_codex":0.0000970763,"about_ca_system_score_gemma":0.00017037427,"threshold_uncertainty_score":0.9312988},"labels":[],"label_agreement":null},{"id":"W7017451560","doi":"","title":"Bearing That in Mind: Canadian Teachers’ Experiences After Mental Health Literacy Training","year":2023,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health literacy; Mental health; Interpretative phenomenological analysis; Variety (cybernetics); Qualitative research; Lived experience; Focus group; Phone","score_opus":0.07355200386418854,"score_gpt":0.38829365465321225,"score_spread":0.3147416507890237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017451560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91170037,0.00072068564,1.9306805e-7,0.00050851755,0.0029001832,0.0010561943,0.000031182946,0.00005799785,0.08302466],"genre_scores_gemma":[0.838782,0.0000949019,0.000006876223,0.000024181802,0.00022197416,0.00007725934,0.000385072,0.000059768074,0.16034795],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9953505,0.00083164446,0.0003814545,0.0010375703,0.0006482563,0.0017506141],"domain_scores_gemma":[0.99829054,0.00015947588,0.0001896006,0.0004720747,0.000047138492,0.00084115204],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072932785,0.00036816578,0.00050471595,0.0030935602,0.0011203528,0.00020940899,0.00069265085,0.0003909432,0.0007935501],"category_scores_gemma":[0.000010756346,0.0004255164,0.00015881032,0.0013166838,0.00015571632,0.0005037413,0.00008303704,0.0013651969,0.0002251289],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001100433,0.00020173968,0.2950038,0.00019568394,0.00020022632,0.008034905,0.64301515,4.2683536e-7,0.000027943297,0.00017589642,0.0020540687,0.049989697],"study_design_scores_gemma":[0.00095649477,0.00036175083,0.5775222,0.0005668715,0.000012093222,0.000018788485,0.4005297,0.000006797085,0.00020550482,0.000033879718,0.019370243,0.00041567168],"about_ca_topic_score_codex":0.814369,"about_ca_topic_score_gemma":0.9189193,"teacher_disagreement_score":0.2825184,"about_ca_system_score_codex":0.0033813352,"about_ca_system_score_gemma":0.0016013316,"threshold_uncertainty_score":0.99981964},"labels":[],"label_agreement":null},{"id":"W7018928642","doi":"","title":"Evaluating the Adequacy and Potential Use of Mental Health First Aid (MHFA) in Punjabi Communities","year":2021,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Commission; Psychological intervention; Intervention (counseling); First aid; Public health; Health belief model; Race (biology)","score_opus":0.08604881980286529,"score_gpt":0.398101934531766,"score_spread":0.31205311472890074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018928642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867658,0.0052986643,0.0000022180604,0.0010142585,0.0005711915,0.00058943656,0.00008210309,0.00001054766,0.005665806],"genre_scores_gemma":[0.9807687,0.0018431428,0.00028142525,0.000036592,0.000018209448,0.0000018148036,0.00091436895,0.000014445556,0.016121332],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987545,0.00038536976,0.00019915159,0.00019485115,0.00024034052,0.00022579345],"domain_scores_gemma":[0.99896866,0.00013562686,0.00046485726,0.0003124495,0.000058524045,0.000059906586],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002707813,0.00017117086,0.0004145546,0.000057022542,0.00045801018,0.0000157457,0.00024414118,0.00014509883,0.008982075],"category_scores_gemma":[0.0000055499377,0.00017856073,0.000088046276,0.00005909734,0.0000886021,0.00027181397,0.00009366253,0.00020039715,0.0000028921513],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032095828,0.0009795981,0.015227815,0.0018438967,0.00050138525,0.00003544159,0.7443284,0.00001907003,0.00010185045,0.001211519,0.0023233835,0.23021805],"study_design_scores_gemma":[0.0017768518,0.00049509003,0.5224437,0.0005599277,0.00007260905,0.000003475945,0.47403565,0.00016392647,0.000008012612,0.000006308507,0.00029374246,0.00014073141],"about_ca_topic_score_codex":0.60277927,"about_ca_topic_score_gemma":0.6823408,"teacher_disagreement_score":0.50721586,"about_ca_system_score_codex":0.0002596314,"about_ca_system_score_gemma":0.000084859625,"threshold_uncertainty_score":0.99192387},"labels":[],"label_agreement":null},{"id":"W7018970093","doi":"","title":"Exploring perceived stigma, risk and resilience among university students with learning disabilities and attention deficit hyperactivity disorder","year":2013,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Psychological resilience; Learning disability; Attention deficit hyperactivity disorder; Population; Perception; Exploratory research","score_opus":0.03225295127006599,"score_gpt":0.2886958421989274,"score_spread":0.2564428909288614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018970093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916696,0.00020540759,1.750658e-7,0.00000332792,0.00040119412,0.001131736,0.00016749674,0.0001372891,0.0062837806],"genre_scores_gemma":[0.9829869,0.0011521187,0.0000554596,0.000004795681,0.000017901832,0.00014335666,0.00027927937,0.00008685695,0.015273294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965228,0.00077725557,0.00037883228,0.0012001347,0.00053109386,0.0005899196],"domain_scores_gemma":[0.9982222,0.00048693625,0.000481121,0.00037653148,0.00013523929,0.0002979894],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004229896,0.0005939516,0.00056693726,0.00025505744,0.0028359382,0.00013689863,0.00029800192,0.0003252735,0.00022501],"category_scores_gemma":[0.00014687938,0.0005679491,0.00008820266,0.00025646004,0.0001969887,0.0020146535,0.00014292277,0.0012953999,0.00008105648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006481426,0.00036823493,0.881817,0.0003005743,0.0001984479,0.00003195621,0.00018059221,0.000011418697,0.0003412265,0.0011978666,1.8371317e-7,0.11490437],"study_design_scores_gemma":[0.0016435684,0.00035722853,0.9607031,0.0004279417,0.00029516412,0.000008505189,0.035583217,0.000008916909,0.000041134557,0.000115229224,0.00023889415,0.0005771382],"about_ca_topic_score_codex":0.010049203,"about_ca_topic_score_gemma":0.006990176,"teacher_disagreement_score":0.11432723,"about_ca_system_score_codex":0.00036010132,"about_ca_system_score_gemma":0.000010100727,"threshold_uncertainty_score":0.9996772},"labels":[],"label_agreement":null},{"id":"W7019943544","doi":"","title":"\"It's just the icing on the cake now,\" Canadian baseball legend Fergie Jenkins","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legend; Statue; Icing; Taste; Wife; Miami","score_opus":0.02701091748831969,"score_gpt":0.2645891785763911,"score_spread":0.2375782610880714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019943544","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014599116,0.00088703475,3.647749e-8,0.006496124,0.0015986398,0.00090255577,0.00023871571,0.00005584148,0.98967505],"genre_scores_gemma":[0.005342102,0.00022678355,0.000023314205,0.0070418543,0.00045668302,0.00007734655,0.00039295523,0.00011783739,0.98632115],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980059,0.00022815015,0.0005695001,0.00026326123,0.00038153434,0.0005516282],"domain_scores_gemma":[0.9982222,0.00031126328,0.0004394156,0.00075592817,0.00007503646,0.0001961546],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033938637,0.00039547586,0.00035819472,0.00009144699,0.0003718583,0.00008824145,0.0005877124,0.00038617666,0.83952594],"category_scores_gemma":[0.000027106504,0.0002564499,0.00017084288,0.000017890457,0.00013139809,1.564837e-7,0.0000648235,0.0004846217,0.021312905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049783648,0.000049245213,0.000005745531,0.00019817619,0.00012502028,0.00008320575,0.00059604004,0.000027983082,3.275864e-8,0.00033965916,0.9968255,0.0016996054],"study_design_scores_gemma":[0.0004162154,0.00011314792,0.000067652145,0.0004054415,0.00006574726,0.000058881164,0.001118078,0.0000035866785,0.0000035021735,0.0000014161413,0.9974984,0.00024794394],"about_ca_topic_score_codex":0.36022848,"about_ca_topic_score_gemma":0.64460486,"teacher_disagreement_score":0.818213,"about_ca_system_score_codex":0.00018086637,"about_ca_system_score_gemma":0.0000938328,"threshold_uncertainty_score":0.9999888},"labels":[],"label_agreement":null},{"id":"W7020031683","doi":"","title":"Introduction - 2014 Survey on Living with Chronic Diseases in CanadaâMood and Anxiety Disorders Component","year":2016,"lang":"en","type":"article","venue":"PubMed Central","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Component (thermodynamics); Depression (economics); Chronic disease","score_opus":0.011273081842770084,"score_gpt":0.251931580049294,"score_spread":0.2406584982065239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020031683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954817,0.00055698643,0.000013818481,0.0021822653,0.00095110876,0.0005119039,0.000069727546,0.00002427607,0.00020816343],"genre_scores_gemma":[0.9985481,0.00035573976,0.000002860454,0.000060767914,0.00040119537,0.00017185294,0.00004321539,0.00001373655,0.00040255685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983725,0.00016872644,0.00013324518,0.00033355266,0.00011722159,0.00087477337],"domain_scores_gemma":[0.9994013,0.00011157524,0.000051003444,0.00016068999,0.00000552751,0.00026994516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019779755,0.00012795653,0.00013058801,0.000056440498,0.00007883391,0.0000162096,0.000064865955,0.0000349025,0.00036165657],"category_scores_gemma":[0.000017773193,0.00008125078,0.0000142706485,0.00007887737,0.0000624553,0.00009793393,0.000017160022,0.0000645365,0.0000149486605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017424642,0.0002339829,0.89736265,0.00001479928,0.000021171718,0.0000020658294,0.00008752575,0.0000028747158,0.000002461775,0.00013454814,0.005219949,0.096743695],"study_design_scores_gemma":[0.0011651305,0.00011473545,0.99591136,0.000029867015,0.000009688971,0.000002067061,0.000025404786,0.0000035736666,0.000009927518,0.000013393259,0.0026030391,0.000111827976],"about_ca_topic_score_codex":0.017780192,"about_ca_topic_score_gemma":0.12114843,"teacher_disagreement_score":0.10336824,"about_ca_system_score_codex":0.0005296782,"about_ca_system_score_gemma":0.000037647667,"threshold_uncertainty_score":0.9887605},"labels":[],"label_agreement":null},{"id":"W7020763554","doi":"","title":"Measuring positive mental health in Canada: construct\\nvalidation of the Mental Health ContinuumâShort Form","year":2017,"lang":"en","type":"article","venue":"PubMed Central","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental health law; MEDLINE; Middle Eastern Mental Health Issues & Syndromes; Public health","score_opus":0.04115659632391204,"score_gpt":0.30863221671551316,"score_spread":0.2674756203916011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020763554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753268,0.00038647754,0.000002337983,0.0141645605,0.003741396,0.0021564036,0.0005711038,0.000009303716,0.0036416135],"genre_scores_gemma":[0.99849874,0.000059076552,0.000030580908,0.0008781829,0.00007651256,0.00008391464,0.0001331941,0.000014104113,0.00022570668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733925,0.0001689662,0.0005309945,0.00027899703,0.0003090371,0.0013727838],"domain_scores_gemma":[0.9986256,0.000021298345,0.0006126805,0.00037504788,0.00001661642,0.00034880545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005377009,0.00016797826,0.00034046304,0.000043381522,0.00070761185,0.000034441113,0.0003694042,0.000039360802,0.00009402286],"category_scores_gemma":[0.000015472848,0.0001343304,0.000061876635,0.00006374549,0.00011172706,0.00018859874,0.00009114697,0.00016892751,0.0000020764016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016511217,0.00014642846,0.8769367,0.00003673139,0.00005977759,0.0000030954461,0.0030672273,4.3857574e-7,0.0000067858587,0.0012673712,0.0038087938,0.11450157],"study_design_scores_gemma":[0.0019379363,0.000040969586,0.9952839,0.00008899018,0.0000045796814,0.000016571687,0.0010541688,0.000010362164,0.00078688085,0.00004243702,0.0006329959,0.000100198355],"about_ca_topic_score_codex":0.8255404,"about_ca_topic_score_gemma":0.9090271,"teacher_disagreement_score":0.11834724,"about_ca_system_score_codex":0.0038554843,"about_ca_system_score_gemma":0.0010372036,"threshold_uncertainty_score":0.9999685},"labels":[],"label_agreement":null},{"id":"W70227011","doi":"10.1177/070674371305800802","title":"Depression in Primary Care: Current and Future Challenges","year":2013,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":169,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta; McMaster University","funders":"Wellcome Trust","keywords":"Major depressive disorder; Psychological intervention; Medicine; Population; Depression (economics); Quality of life (healthcare); Psychiatry; Cohort; Primary care; Disease; Family medicine; Cognition; Internal medicine; Nursing","score_opus":0.05911775446614423,"score_gpt":0.37282653897287127,"score_spread":0.313708784506727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W70227011","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016430405,0.98187125,6.802785e-8,0.0018719606,0.010320136,0.0006097097,0.00002374961,0.0000026708008,0.0051361285],"genre_scores_gemma":[0.00009113234,0.99689597,0.00007163262,0.00009479329,0.0026776537,0.000039777093,0.000017816157,0.000033860408,0.00007738043],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983095,0.00033419626,0.000647195,0.00020246349,0.00013896171,0.00036766435],"domain_scores_gemma":[0.99855167,0.00004952951,0.0006175537,0.00029967894,0.000037726848,0.0004438195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028550936,0.0002900716,0.00081705704,0.00037151476,0.00020585713,0.000047005553,0.00045304012,0.00027833437,0.00026185755],"category_scores_gemma":[0.0000017262149,0.00016373959,0.00018783685,0.00013210718,0.000064924796,0.00007667672,0.000019025358,0.0009931449,0.000050788138],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005610176,0.000022367862,0.0010009798,0.0059769894,0.000053558113,0.000022743896,0.0007167456,9.662791e-9,3.4287684e-10,0.0011983517,0.004052182,0.98695046],"study_design_scores_gemma":[0.00038042734,0.000066836175,0.005375492,0.009241781,0.00022953864,0.00032146033,0.0005805824,1.1810648e-8,2.6816804e-9,0.00051778025,0.98312986,0.00015623303],"about_ca_topic_score_codex":0.0030369025,"about_ca_topic_score_gemma":0.10892893,"teacher_disagreement_score":0.98679423,"about_ca_system_score_codex":0.0003620379,"about_ca_system_score_gemma":0.0015040763,"threshold_uncertainty_score":0.9073308},"labels":[],"label_agreement":null},{"id":"W7023719083","doi":"","title":"Perceived unmet need for mental health care for Canadians with co-occurring mental and substance use disorders","year":2008,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Odds; Anxiety; Substance use; Logistic regression; Depression (economics); Distress; Odds ratio; Mood; Mental illness","score_opus":0.020130033992886737,"score_gpt":0.2641245350636797,"score_spread":0.24399450107079299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023719083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98999476,0.00042411254,0.00063608726,0.0005290753,0.00030029038,0.0016839292,0.0022209487,0.00004122159,0.0041695745],"genre_scores_gemma":[0.9966703,0.000050625342,0.0004126736,0.00016245128,0.000057636964,0.0000119027845,0.0007539943,0.000016548516,0.0018638645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987606,0.000042920874,0.00022288896,0.00038202805,0.00021780883,0.00037375645],"domain_scores_gemma":[0.9991804,0.0001527728,0.00018258364,0.00019179104,0.000086824264,0.0002056371],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000048796006,0.00022588663,0.0002971766,0.00009545411,0.0022028515,0.000038752103,0.00018061775,0.0000795235,0.000012102831],"category_scores_gemma":[0.0000058122214,0.00018850074,0.00011603673,0.000087900895,0.0006822808,0.00045260906,0.000021565158,0.00010071598,0.0000032273915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007183046,0.0005683498,0.90055496,0.00039134437,0.0007296832,0.000115148934,0.055910066,0.00008737749,0.00004091485,0.009586718,0.018945783,0.0058865915],"study_design_scores_gemma":[0.01487534,0.0022683085,0.7596993,0.00038248778,0.00013150285,0.00053181255,0.03090065,0.00019163225,0.00005877371,0.00010540646,0.18998283,0.00087196234],"about_ca_topic_score_codex":0.010910477,"about_ca_topic_score_gemma":0.011322606,"teacher_disagreement_score":0.17103705,"about_ca_system_score_codex":0.00035775374,"about_ca_system_score_gemma":0.00023852948,"threshold_uncertainty_score":0.99909616},"labels":[],"label_agreement":null},{"id":"W7024277799","doi":"","title":"Qualitative Study Examining the Role of Stigma in the Help-seeking Behaviours of South Asian Youth Accessing Psychotherapy in Ontario","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Stigma (botany); Qualitative research; Ethnic group; Context (archaeology); Social stigma; Help-seeking; South asia","score_opus":0.1356527428202649,"score_gpt":0.48795529026151147,"score_spread":0.35230254744124656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024277799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98570573,0.002903979,0.00001098635,0.00015431503,0.000741125,0.0031703934,0.00003373872,0.000008593861,0.007271117],"genre_scores_gemma":[0.99779844,0.000045823574,0.00005960723,0.00006174849,0.000054675525,0.00028500805,0.00036871585,0.00007533816,0.0012506128],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.991414,0.0043595214,0.0017205917,0.00094293564,0.0008481597,0.0007148057],"domain_scores_gemma":[0.9960835,0.00065281364,0.0020925426,0.00095986185,0.00013720432,0.00007410345],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030558317,0.00068236154,0.0012431918,0.00053704204,0.00036932525,0.00012413808,0.0010613496,0.00039852707,0.0006558204],"category_scores_gemma":[0.000026921478,0.0004884306,0.00019073869,0.0012059817,0.00014970239,0.0001725712,0.000040332856,0.001477599,0.0000037732439],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081856933,0.0021733877,0.31532496,0.00006993348,0.00013758158,0.000022349488,0.6687557,0.000004323222,0.00008845317,0.000080575184,0.0000010587162,0.012523112],"study_design_scores_gemma":[0.0021787584,0.0005763383,0.42104816,0.000987316,0.00016345577,0.0000010482418,0.57458264,0.000004177267,0.00013695781,0.00010909427,0.0000019715944,0.0002100801],"about_ca_topic_score_codex":0.37075436,"about_ca_topic_score_gemma":0.72527766,"teacher_disagreement_score":0.3545233,"about_ca_system_score_codex":0.00029732933,"about_ca_system_score_gemma":0.00043498367,"threshold_uncertainty_score":0.99975675},"labels":[],"label_agreement":null},{"id":"W7024932120","doi":"","title":"Studies on aging and mental health in Canada","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biopsychosocial model; Mental health; Socioeconomic status; Mental illness; Social isolation; Psychological intervention; Public health; Intervention (counseling); Population","score_opus":0.019995392547324475,"score_gpt":0.2664059550243379,"score_spread":0.24641056247701343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024932120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991166,0.0007534709,1.2204121e-7,0.002424461,0.0009985123,0.00040301378,0.00037626928,0.00005939783,0.0038187813],"genre_scores_gemma":[0.8407823,0.0011700132,0.000078783705,0.00018627473,0.000021840877,1.0279114e-7,0.0014416877,0.000027085893,0.15629195],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998808,0.00012800471,0.00015449263,0.00043159944,0.00016953946,0.00030833212],"domain_scores_gemma":[0.99926424,0.00010413455,0.0002856129,0.00018169679,0.000014016195,0.00015028761],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006214095,0.00022563292,0.00049347006,0.0004484806,0.000350485,0.000005809401,0.00028468983,0.00011816108,0.000383478],"category_scores_gemma":[0.0000010924891,0.0003030033,0.00006042504,0.0003984234,0.00006342909,0.00032924212,0.00011529799,0.00027579363,0.000028114348],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032013329,0.00042753367,0.07839262,0.0021944237,0.0011138936,0.0021681215,0.7830846,0.00001283822,0.000006714084,0.0008470834,0.08031762,0.048233222],"study_design_scores_gemma":[0.0012660302,0.00012067762,0.063632034,0.0004972684,0.000023756576,0.0000010441116,0.9317618,0.000004381503,0.000014484117,0.0000565689,0.0024118065,0.00021015473],"about_ca_topic_score_codex":0.86436003,"about_ca_topic_score_gemma":0.9843101,"teacher_disagreement_score":0.15247317,"about_ca_system_score_codex":0.0006412905,"about_ca_system_score_gemma":0.0009053041,"threshold_uncertainty_score":0.9999422},"labels":[],"label_agreement":null},{"id":"W7026273813","doi":"","title":"Access to University Mental Health Services: Understanding the Student Experience: L’accès aux services universitaires de santé mentale : comprendre l’expérience des étudiants","year":2024,"lang":"fr","type":"article","venue":"Cronfa (Swansea University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Mach-Gaensslen Foundation of Canada; University of Calgary","keywords":"Mental health; Mental illness; Mental health care; Agency (philosophy)","score_opus":0.05924344975109591,"score_gpt":0.3795868612502161,"score_spread":0.3203434114991202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026273813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9402108,0.00954091,0.0011430366,0.013397784,0.0031146402,0.0019858095,0.000895041,0.00031985133,0.029392133],"genre_scores_gemma":[0.9769712,0.0031015202,0.0001120869,0.0009445176,0.00016943137,0.000002609038,0.00010055349,0.000050872775,0.018547203],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9956341,0.00066522835,0.00034960694,0.0012178175,0.0005706022,0.0015626677],"domain_scores_gemma":[0.99800503,0.00018914088,0.00020207764,0.0006320078,0.000078509824,0.0008932578],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036460735,0.0006167984,0.00052647194,0.0006712339,0.0043346803,0.00068514113,0.0027096057,0.00024309143,0.0014705405],"category_scores_gemma":[9.63047e-7,0.00063673593,0.00024066133,0.0024875551,0.00096649805,0.0030300245,0.0014521566,0.00047603485,0.00024979407],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023138227,0.002437479,0.14598992,0.0052237953,0.0016630255,0.006537133,0.725528,0.000268468,0.00015148737,0.054766845,0.017402345,0.037717674],"study_design_scores_gemma":[0.0022147067,0.0005459049,0.031304862,0.002461746,0.00024202459,0.000096954325,0.75493133,0.000484834,0.00009509912,0.00029188095,0.20667565,0.00065499335],"about_ca_topic_score_codex":0.009889249,"about_ca_topic_score_gemma":0.011716034,"teacher_disagreement_score":0.1892733,"about_ca_system_score_codex":0.008500023,"about_ca_system_score_gemma":0.0006144201,"threshold_uncertainty_score":0.9996084},"labels":[],"label_agreement":null},{"id":"W7026470928","doi":"","title":"Adaptação cultural da Mental Illness: Clinicians\\\\' Attitudes Scale (MICA-4) para o português brasileiro","year":2018,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Scale (ratio); Prejudice (legal term); Cultural environment","score_opus":0.0697956838079152,"score_gpt":0.3960124198872929,"score_spread":0.32621673607937773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026470928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9568583,0.0035868033,0.000034012726,0.006896265,0.0062295706,0.0016599766,0.0006712732,0.0004687155,0.02359509],"genre_scores_gemma":[0.9412406,0.0013568557,0.0008027702,0.00936033,0.0030346771,0.00020741651,0.0009784458,0.00024311438,0.042775773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992985,0.00066956744,0.0016842107,0.0019389377,0.00073507655,0.0019871718],"domain_scores_gemma":[0.99594766,0.0002884199,0.0010859787,0.0015107392,0.00007973197,0.0010874552],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019142318,0.0011739205,0.0014505668,0.00034033327,0.0012575788,0.00022868419,0.0015306477,0.00048537133,0.03737617],"category_scores_gemma":[0.000021915468,0.0010576389,0.0005396014,0.0013775743,0.0022057209,0.002221283,0.00057913305,0.00071401964,0.0074449065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008595587,0.0013346816,0.61015,0.00008877382,0.00056220434,0.00020416595,0.0038320047,3.0671484e-7,0.00017052857,0.00045186665,0.22165194,0.16069399],"study_design_scores_gemma":[0.003431243,0.0030585516,0.8887099,0.00032930955,0.0002851681,0.000065685184,0.0083613135,0.000095875395,0.0016229681,0.00006155283,0.092350185,0.001628271],"about_ca_topic_score_codex":0.023957895,"about_ca_topic_score_gemma":0.00034578014,"teacher_disagreement_score":0.2785599,"about_ca_system_score_codex":0.00019318242,"about_ca_system_score_gemma":0.00020981343,"threshold_uncertainty_score":0.9991874},"labels":[],"label_agreement":null},{"id":"W7028489011","doi":"","title":"Exploring barriers and enablers to primary mental health care among South Asian women in Montreal: A qualitative exploratory study","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Exploratory research; Mental health; Qualitative research; South asia; Mental health care; Primary care","score_opus":0.054880955976257986,"score_gpt":0.34811934589868715,"score_spread":0.2932383899224292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028489011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590929,0.0015972733,7.4064426e-9,0.000045056287,0.0026733747,0.004895257,0.0018255368,0.00025797536,0.029612634],"genre_scores_gemma":[0.9858739,0.00013202122,0.000035362118,0.0004208549,0.00005689566,0.0070893043,0.0013056142,0.00031670716,0.004769368],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99200547,0.0017668771,0.0014259161,0.002157491,0.0008526033,0.0017916708],"domain_scores_gemma":[0.99686736,0.00015200449,0.00051814463,0.00071593584,0.000111630085,0.0016349499],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019439455,0.0011328964,0.00145314,0.0013928864,0.0013142002,0.00015346022,0.000508849,0.0004080594,0.0002657818],"category_scores_gemma":[0.00009807144,0.0011906527,0.00018117439,0.0010590857,0.00006947165,0.001131201,0.00022349156,0.0016081497,0.00030892473],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025764673,0.0008036695,0.0019823946,0.002530587,0.0009383975,0.0006047735,0.7826647,0.0000030216895,0.00007930227,0.0012019555,0.000044385022,0.20657036],"study_design_scores_gemma":[0.0028012488,0.0015146673,0.034493223,0.0010425955,0.00008807103,0.000003299093,0.957056,3.269845e-7,0.00011078426,0.0004943139,0.0013993728,0.0009961001],"about_ca_topic_score_codex":0.0068714083,"about_ca_topic_score_gemma":0.0462658,"teacher_disagreement_score":0.20557424,"about_ca_system_score_codex":0.0059136297,"about_ca_system_score_gemma":0.00013719784,"threshold_uncertainty_score":0.99998593},"labels":[],"label_agreement":null},{"id":"W7028826633","doi":"","title":"The Impact of Mental Illness Stigma on People Diagnosed With Schizophrenia: An Analysis of Factors Contributing to Black-White Disparities in Schizophrenia Outcomes","year":2023,"lang":"en","type":"article","venue":"DigitalResearch@Fordham (Fordham University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Schizophrenia (object-oriented programming); Mental health; Stigma (botany); Quality of life (healthcare); Outpatient clinic; Social support; Psychological intervention; Social stigma","score_opus":0.029300353743237802,"score_gpt":0.3498314795911376,"score_spread":0.3205311258478998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028826633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99495006,0.000013776282,0.000015117092,0.00016313756,0.00008851682,0.0011567692,0.0014551005,0.00008878964,0.0020687524],"genre_scores_gemma":[0.9976443,0.000037359005,0.000009321995,0.000009401032,0.00001303686,0.000017203109,0.0007415929,0.00003799081,0.0014897828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99669325,0.00027278686,0.00048253362,0.0005821075,0.00071195286,0.0012573377],"domain_scores_gemma":[0.99723125,0.0012221618,0.000258556,0.00069964596,0.00018303479,0.0004053386],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005073788,0.00039506776,0.00087124115,0.002585687,0.00063939684,0.00011733657,0.00083408086,0.00012379666,0.00015185066],"category_scores_gemma":[0.00012981951,0.00026407567,0.00036411016,0.005997734,0.00039603928,0.00060252636,0.00036059628,0.00030315065,0.000026666967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057433043,0.00067344663,0.9805928,0.00003081408,0.0014475414,0.00014808727,0.0031867744,0.0014867485,0.00001093011,0.0027093026,0.00009313862,0.003877096],"study_design_scores_gemma":[0.0041806274,0.0013671562,0.9734706,0.00007077785,0.0001198443,6.9675843e-7,0.01984215,0.00047930647,0.00008484278,0.00005004128,0.000048282513,0.00028562298],"about_ca_topic_score_codex":0.010494268,"about_ca_topic_score_gemma":0.011833275,"teacher_disagreement_score":0.016655376,"about_ca_system_score_codex":0.00042230616,"about_ca_system_score_gemma":0.00012412951,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W7030225746","doi":"","title":"MENTAL HEALTH LITERACY, SELF-STIGMA AND HEALTH SEEKING BEHAVIOUR AMONG UNDERGRADUATE MEDICAL STUDENTS IN UNIVERSITY OF SASKATCHEWAN, CANADA","year":2024,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental health literacy; Scale (ratio); Stressor; Stigma (botany); Help-seeking; Health literacy","score_opus":0.00796227837699747,"score_gpt":0.26092578791163995,"score_spread":0.25296350953464247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030225746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905796,0.0013438703,0.000014674385,0.0040718857,0.00081886526,0.00097288116,0.00090060383,0.00013059998,0.0011669876],"genre_scores_gemma":[0.93717664,0.0010321208,0.0005532068,0.00017229408,0.000029246248,1.0029744e-7,0.0026064673,0.000048715534,0.05838122],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9964341,0.0004475845,0.0004455913,0.0009500199,0.0010373152,0.00068541116],"domain_scores_gemma":[0.99787533,0.00009353474,0.000829916,0.00040490547,0.000054651577,0.0007416699],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036727506,0.00050109625,0.001096107,0.0007494488,0.00063599483,0.000034990662,0.0012645063,0.000495435,0.0009435246],"category_scores_gemma":[0.0000011425517,0.00070844876,0.00020578231,0.0008166838,0.0002296977,0.0009321556,0.00058430136,0.000880595,0.0000130054295],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011062828,0.0011609816,0.56853724,0.0027046672,0.0007586704,0.002434366,0.39093772,0.000001580383,0.0000017715408,0.00011120822,0.016433397,0.015812136],"study_design_scores_gemma":[0.0027649088,0.00026974702,0.352802,0.00167773,0.00013384518,0.000009271763,0.63927686,0.000041582574,0.0000034786206,0.000041779134,0.0025708815,0.00040789743],"about_ca_topic_score_codex":0.9037706,"about_ca_topic_score_gemma":0.96978426,"teacher_disagreement_score":0.24833918,"about_ca_system_score_codex":0.0011413504,"about_ca_system_score_gemma":0.004400573,"threshold_uncertainty_score":0.9999697},"labels":[],"label_agreement":null},{"id":"W7034656664","doi":"","title":"Vanguard’s digital advisor and the European robo-advisory market","year":2021,"lang":"en","type":"dissertation","venue":"Repositório do ISCTE-IUL","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vanguard; Investment (military); Quarter (Canadian coin); Cost–benefit analysis; Investment strategy; Cost reduction","score_opus":0.01066981433718273,"score_gpt":0.30393510211338814,"score_spread":0.2932652877762054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034656664","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19326633,0.016374806,0.0000061159367,0.00040466554,0.0025453393,0.0010540287,0.000065568995,0.000118011274,0.7861651],"genre_scores_gemma":[0.5405682,0.0005296943,0.000043807533,0.00048470695,0.000660242,0.00017981288,0.0020141797,0.00016713789,0.45535228],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625754,0.00079069653,0.0008123171,0.0010026364,0.0004316402,0.0007051839],"domain_scores_gemma":[0.9976628,0.00033243297,0.00055334595,0.0009573504,0.00011572417,0.00037838798],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006900441,0.0005990232,0.00072145025,0.00014838467,0.00053100596,0.00063865335,0.00042430894,0.00030901274,0.0017940461],"category_scores_gemma":[0.00015532992,0.000430936,0.00031862187,0.00023698459,0.00012963219,0.0002245303,0.00012773761,0.0006235101,0.00041547455],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006242939,0.0016742809,0.009024064,0.002004752,0.0028113504,0.0058603357,0.037757963,0.0000016079706,0.000118275355,0.0063197482,0.23725629,0.6909284],"study_design_scores_gemma":[0.033768844,0.0012312626,0.4298108,0.0052182046,0.0036544818,0.0029305478,0.06811933,0.00006657061,0.0008384408,0.0024194196,0.44615993,0.005782167],"about_ca_topic_score_codex":0.00029101613,"about_ca_topic_score_gemma":0.00015673613,"teacher_disagreement_score":0.6851462,"about_ca_system_score_codex":0.00010868304,"about_ca_system_score_gemma":0.00012038264,"threshold_uncertainty_score":0.9998143},"labels":[],"label_agreement":null},{"id":"W7036038821","doi":"","title":"ARCHIVEIT-279-WEEKLY-GBFOJP-20120306135533-00000-crawling209.us.archive.org-6682.warc.gz","year":2012,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Work (physics); Identification (biology); Product (mathematics)","score_opus":0.012885220466766106,"score_gpt":0.25273002933065597,"score_spread":0.23984480886388987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036038821","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000545239,0.0014282832,0.0000016888562,0.0002341061,0.0021273277,0.0015473085,0.000759412,0.00040941307,0.9929472],"genre_scores_gemma":[0.0035291994,0.00043560105,0.0009460179,0.0007979663,0.0010825497,0.00015869956,0.001404765,0.00035003424,0.99129516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959889,0.00029004927,0.001333099,0.00053602393,0.00068601914,0.0011659258],"domain_scores_gemma":[0.99685824,0.00028765394,0.0012940898,0.00096387643,0.00009067931,0.0005054866],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038783366,0.00086688576,0.0009674045,0.0003006905,0.00024235537,0.000066061264,0.0008330692,0.0007384653,0.8227772],"category_scores_gemma":[0.000042294476,0.00082012353,0.00038011585,0.000022124577,0.00034067375,9.376614e-7,0.00024010967,0.00075120426,0.13220268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003363443,0.000407756,0.00019149878,0.00093590986,0.00028343417,0.000054198284,0.000735429,0.0000039024358,7.6392666e-7,0.00020499935,0.9883688,0.008476984],"study_design_scores_gemma":[0.0016595338,0.0003524478,0.00043191877,0.0004844597,0.00018470133,0.0001304523,0.00021732433,0.000002732529,0.000015067455,0.0000360916,0.99575293,0.0007323601],"about_ca_topic_score_codex":0.01198591,"about_ca_topic_score_gemma":0.0012987336,"teacher_disagreement_score":0.6905745,"about_ca_system_score_codex":0.00010657822,"about_ca_system_score_gemma":0.00004434207,"threshold_uncertainty_score":0.99942493},"labels":[],"label_agreement":null},{"id":"W7036835771","doi":"","title":"Data-Driven Cutoff Selection for the Patient Health Questionnaire-9 Depression Screening Tool","year":2024,"lang":"en","type":"article","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Samsung; Canadian Institutes of Health Research; University of Ioannina; Berlin Institute of Health; University of Cape Town; Humboldt-Universität zu Berlin; Universidad de Buenos Aires; Chinese University of Hong Kong; Inyuvesi Yakwazulu-Natali; New York University Shanghai; King Abdulaziz University; Medical Center, University of Rochester; Bar-Ilan University; Queensland University of Technology; Universitätsklinikum Hamburg-Eppendorf; Freie Universität Berlin; Monash University; Australian National University; Universidade de São Paulo; Shimane University; Universiti Kebangsaan Malaysia; George Washington University; King's College London; McGill University Health Centre; McGill University; University of Technology Sydney; Harvard T.H. Chan School of Public Health; Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz; Sungkyunkwan University; York University; University of Rochester; University of Washington; Johns Hopkins University; University of Pittsburgh; Vrije Universiteit Amsterdam; University of Queensland; University of Wollongong; Duke Global Health Institute, Duke University; Iran University of Medical Sciences","keywords":"Cutoff; Youden's J statistic; Depression (economics); Selection (genetic algorithm); Population; Receiver operating characteristic; Patient data; Cut-off","score_opus":0.11512020089037428,"score_gpt":0.3752036283012401,"score_spread":0.2600834274108658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036835771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8413767,0.006099158,0.11132993,0.029719898,0.00072768214,0.0043590944,0.0031499383,0.00027501327,0.0029625692],"genre_scores_gemma":[0.9888619,0.0013551617,0.0036547766,0.00003349318,0.00006648138,8.562522e-8,0.0003237483,0.000017484235,0.0056868363],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99745625,0.0006077646,0.00020576865,0.00058663933,0.0006289127,0.0005146561],"domain_scores_gemma":[0.99757063,0.0008116313,0.0002869204,0.0007866332,0.00038239427,0.00016178067],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012272212,0.00019259665,0.0003937174,0.00046601944,0.002031052,0.00002037914,0.0017184215,0.00021975597,0.0007061747],"category_scores_gemma":[0.000031576295,0.00018724818,0.00023397626,0.0009175848,0.000884191,0.00048982137,0.0009605643,0.00069535326,0.000020167847],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009170921,0.0027116805,0.02364235,0.0022775761,0.00238485,0.00017482154,0.0798024,0.002996531,0.00038740117,0.0075652134,0.16669956,0.7021867],"study_design_scores_gemma":[0.008116348,0.003985792,0.09418532,0.0035642455,0.0010228957,0.000048031732,0.39698184,0.15594207,0.0000807777,0.00029337272,0.33489373,0.0008855617],"about_ca_topic_score_codex":0.021917393,"about_ca_topic_score_gemma":0.010375597,"teacher_disagreement_score":0.70130116,"about_ca_system_score_codex":0.00024298002,"about_ca_system_score_gemma":0.00030142738,"threshold_uncertainty_score":0.9992682},"labels":[],"label_agreement":null},{"id":"W7039633898","doi":"","title":"Mental health systems and policy in Ghana: a systematic review and meta-analyses","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Psychological intervention; Variety (cybernetics); Grey literature; Systematic review; Narrative review; Health policy; Quality (philosophy); Service delivery framework","score_opus":0.0865148756352202,"score_gpt":0.3903927115785685,"score_spread":0.3038778359433483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039633898","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10197237,0.8810258,0.0000019226154,0.006610193,0.00040012042,0.0045019924,0.00024559666,0.000047080823,0.005194912],"genre_scores_gemma":[0.8551949,0.0647696,0.00014056884,0.00087524933,0.000093843875,0.000076607495,0.0014891246,0.000113741175,0.07724633],"study_design_codex":"systematic_review","study_design_gemma":"qualitative","domain_scores_codex":[0.9984961,0.0003534167,0.00030969144,0.00040533036,0.00020235025,0.00023309285],"domain_scores_gemma":[0.99907506,0.00005318539,0.00048247876,0.0002470557,0.00002738646,0.00011482842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000366627,0.00026619062,0.0017644501,0.00049735233,0.00015368876,0.000027496819,0.00015792389,0.00013850993,0.000024839364],"category_scores_gemma":[0.0000077711575,0.00024423288,0.0001570676,0.0003378253,0.00003999081,0.00009843464,0.00004977453,0.0001816471,0.000047199683],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006334126,0.00013701209,0.00028624304,0.97955084,0.0057803965,0.0000929444,0.004886639,1.3596531e-7,0.0000017756878,0.002516541,0.0065694987,0.00011460833],"study_design_scores_gemma":[0.0025145737,0.00084458187,0.027095271,0.12190425,0.10394907,0.00015021364,0.7413317,0.00007596941,0.0000034658265,0.00014580922,0.0007690016,0.001216081],"about_ca_topic_score_codex":0.048827097,"about_ca_topic_score_gemma":0.28804258,"teacher_disagreement_score":0.85764664,"about_ca_system_score_codex":0.00022747484,"about_ca_system_score_gemma":0.00005234156,"threshold_uncertainty_score":0.9959528},"labels":[],"label_agreement":null},{"id":"W7043168684","doi":"","title":"The Role of Teacher Mental Health Literacy in Identifying Emerging Mental Health Disorders in Students","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Office of International Science and Engineering","keywords":"Vignette; Mental health literacy; Mental health; Multilevel model; Identification (biology); Literacy; Psychological intervention","score_opus":0.022355482299339768,"score_gpt":0.4890757359113899,"score_spread":0.46672025361205016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043168684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89038587,0.09150395,0.0000018002663,0.008007066,0.003250847,0.0038675128,0.000049559298,0.000021577109,0.0029118161],"genre_scores_gemma":[0.9567919,0.026841564,0.000066480585,0.00027868635,0.00008983155,0.00033463154,0.0025618987,0.000115399074,0.012919617],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9916532,0.0019538747,0.002421791,0.0012176579,0.0011002455,0.0016532426],"domain_scores_gemma":[0.9968775,0.0001471913,0.001908049,0.0006991335,0.000048124635,0.0003200362],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021061266,0.00078479975,0.0013189338,0.0006306511,0.0011656878,0.00022403865,0.00089396886,0.0003043502,0.00079552125],"category_scores_gemma":[0.000019443203,0.0007470401,0.00027276797,0.0011486493,0.00008677094,0.00032717123,0.00024794735,0.001207968,0.00004845808],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083011057,0.003309701,0.2823269,0.00093311403,0.0001847556,0.0000068501317,0.39117846,0.0000032287842,0.00006095071,0.00020907163,0.0004473775,0.3205095],"study_design_scores_gemma":[0.006408287,0.000566441,0.32352543,0.004646765,0.00002215982,0.000005734536,0.65472066,0.00018722049,0.000106926644,0.00018508652,0.009025646,0.0005996278],"about_ca_topic_score_codex":0.052885678,"about_ca_topic_score_gemma":0.1051953,"teacher_disagreement_score":0.31990984,"about_ca_system_score_codex":0.0017977871,"about_ca_system_score_gemma":0.00044445496,"threshold_uncertainty_score":0.99949807},"labels":[],"label_agreement":null},{"id":"W7043416913","doi":"","title":"Stigma and Discrimination in Schizophrenia","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Psychosocial; Mental illness; Mental health; Neglect; Schizophrenia (object-oriented programming); Social stigma; Social discrimination","score_opus":0.10765678791475404,"score_gpt":0.3807206290333792,"score_spread":0.2730638411186252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043416913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99702334,0.00028939755,0.000041571308,0.00051337987,0.00023034423,0.00036819454,0.0000107894,0.00008438162,0.0014385701],"genre_scores_gemma":[0.9945575,0.00004978502,0.000025922915,0.00034306187,0.000054944834,0.0000016200187,0.000027853803,0.000014658817,0.0049246484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854136,0.00019895806,0.0002089468,0.00047707694,0.00017476789,0.00039887617],"domain_scores_gemma":[0.9993378,0.000052117382,0.00010573289,0.00028520936,0.00002882525,0.00019035005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001928075,0.0002199039,0.00022881234,0.0004995002,0.00019853456,0.00010388683,0.00028704596,0.00016124573,0.00007608458],"category_scores_gemma":[0.0000075825315,0.00023535427,0.000042821783,0.0003646069,0.000060455157,0.0010395896,0.000077186894,0.00032248496,0.00016841397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038239383,0.00023465492,0.96462023,0.000023302207,0.000013678513,0.0003519825,0.000829923,5.508916e-7,0.00010085809,0.0011865561,7.994272e-7,0.032255054],"study_design_scores_gemma":[0.002786795,0.00023271871,0.99526185,0.00013202593,0.000030464782,0.000022746286,0.00043861903,1.3290683e-7,0.0001855731,0.0004889181,0.00019565968,0.00022450356],"about_ca_topic_score_codex":0.000019174102,"about_ca_topic_score_gemma":0.001839175,"teacher_disagreement_score":0.03203055,"about_ca_system_score_codex":0.00015125888,"about_ca_system_score_gemma":0.00001640331,"threshold_uncertainty_score":0.95974684},"labels":[],"label_agreement":null},{"id":"W7045157990","doi":"","title":"Analyse écologique des impacts simultanés de la dépression et de la douleur chronique sur le vécu quotidien d’individus du Nord de l’Ontario","year":2022,"lang":"fr","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospital ward; Peptidyl-Dipeptidase A; Poison control","score_opus":0.01760802898692874,"score_gpt":0.31248279678278035,"score_spread":0.2948747677958516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045157990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95170736,0.0007649824,0.0011997806,0.00019390626,0.0006269707,0.00085816043,0.00017520024,0.00015422078,0.044319395],"genre_scores_gemma":[0.91897523,0.0010485356,0.0009785583,0.00021490021,0.00013191893,0.000025723331,0.0029116282,0.000097208875,0.07561631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9911628,0.005711715,0.0004910851,0.00097616663,0.00033018301,0.0013280561],"domain_scores_gemma":[0.9963803,0.0015788281,0.0006893495,0.0005302475,0.00012675898,0.00069448864],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014757424,0.00076843845,0.0007707429,0.0009789291,0.0014781626,0.00019973617,0.0010047803,0.0014239587,0.005190112],"category_scores_gemma":[0.0001416128,0.00091164885,0.00045276413,0.0009326341,0.0003852793,0.00053047657,0.00027951886,0.0019997729,0.000039084807],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031531437,0.0059131025,0.8166072,0.0010704199,0.0018245815,0.01129181,0.13443728,0.0030852915,0.00210473,0.008798424,0.0034269036,0.008287144],"study_design_scores_gemma":[0.0119711645,0.0014096457,0.7902692,0.0012609885,0.0024004756,0.00031229566,0.05361762,0.00057252083,0.003931252,0.0006300319,0.13184075,0.0017840541],"about_ca_topic_score_codex":0.2705362,"about_ca_topic_score_gemma":0.73986673,"teacher_disagreement_score":0.4693305,"about_ca_system_score_codex":0.0062781316,"about_ca_system_score_gemma":0.0034114223,"threshold_uncertainty_score":0.9998724},"labels":[],"label_agreement":null},{"id":"W70707378","doi":"10.1177/070674370004500207","title":"Differentiating DSM-IV Anxiety and Depressive Disorders in the General Population: Comorbidity and Treatment Consequences","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto General Hospital","funders":"Fonds de Recherche du Québec - Santé","keywords":"Anxiety; Comorbidity; Psychiatry; Anxiety disorder; Mood; Population; Prevalence of mental disorders; Mood disorders; Generalized anxiety disorder; Major depressive disorder; Psychology; Clinical psychology; Medicine","score_opus":0.02539876644435546,"score_gpt":0.3184340045255134,"score_spread":0.29303523808115794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W70707378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98029405,0.003997822,5.5615357e-7,0.013021029,0.0005059663,0.00022129081,0.0000155593,0.0000018873399,0.0019418248],"genre_scores_gemma":[0.99871993,0.00032921397,0.00008432154,0.0004821396,0.00022540512,0.000009434539,0.0000050205094,0.0000059822805,0.00013854586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999097,0.00024841857,0.00024996823,0.000106175816,0.000083486324,0.00021493559],"domain_scores_gemma":[0.9995279,0.000054550037,0.00013887382,0.00011995667,0.000009017827,0.00014975629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019675092,0.00011041022,0.000140226,0.000058064717,0.00050691183,0.00006957934,0.00013985837,0.000047771857,0.00044102684],"category_scores_gemma":[0.000002699422,0.000059133476,0.000038475224,0.00008070973,0.00014906224,0.0000733215,0.0000030551357,0.00015302048,0.00000229825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032307285,0.00003383531,0.9423437,0.000004271469,0.000036406396,0.000008683708,0.0022384254,0.000006105127,3.3837884e-7,0.0023949023,0.00031813246,0.052582882],"study_design_scores_gemma":[0.00095439196,0.00014010307,0.9885238,0.000028781293,0.00004533929,0.00022747637,0.0009747182,0.000017365952,6.6310406e-7,0.008488705,0.0005325162,0.00006613876],"about_ca_topic_score_codex":0.12286077,"about_ca_topic_score_gemma":0.7614469,"teacher_disagreement_score":0.63858616,"about_ca_system_score_codex":0.00006277185,"about_ca_system_score_gemma":0.00010976715,"threshold_uncertainty_score":0.88298017},"labels":[],"label_agreement":null},{"id":"W7071847918","doi":"","title":"Utilization of health services for depression and anxiety in Ontario: an eleven-year comparison of determinants","year":2008,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Mental health; Anxiety; Depression (economics); Population; Anxiety disorder; Mental health service; Mood; Health services","score_opus":0.060385453439175917,"score_gpt":0.3793566328668625,"score_spread":0.3189711794276866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071847918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99309146,0.0009453218,1.5725765e-7,0.0000015011019,0.00063653465,0.0018012101,0.00055042433,0.000031816446,0.0029415418],"genre_scores_gemma":[0.9958195,0.00033248204,0.00040327097,0.000034372566,0.000009739555,0.00021173031,0.0022982655,0.00008039958,0.00081023836],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964752,0.00037158764,0.0015036124,0.00079804065,0.0003571824,0.0004943422],"domain_scores_gemma":[0.99749815,0.00011379641,0.0015793605,0.00045713366,0.000170963,0.00018061718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00057634,0.0004426569,0.0011354588,0.00036147723,0.00048498673,0.000012153077,0.00032083248,0.0006093442,0.00011953252],"category_scores_gemma":[0.000017458831,0.0004501108,0.00012090198,0.00024087692,0.000037585076,0.00044143968,0.00004482676,0.00046887706,0.000005104576],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021327655,0.0018950012,0.34372014,0.0035927931,0.00008316097,0.0000043429445,0.0009732759,0.0000044359663,0.0013701858,0.0016845828,0.000002014756,0.64453727],"study_design_scores_gemma":[0.0045564477,0.0013861549,0.9491683,0.0023568417,0.000108550725,0.000009958883,0.004019026,0.00007232974,0.03410633,0.0014396217,0.0021688242,0.00060758553],"about_ca_topic_score_codex":0.068816625,"about_ca_topic_score_gemma":0.501443,"teacher_disagreement_score":0.6439297,"about_ca_system_score_codex":0.00036398068,"about_ca_system_score_gemma":0.000065759275,"threshold_uncertainty_score":0.9997951},"labels":[],"label_agreement":null},{"id":"W7072128921","doi":"","title":"Unrelenting: a media-focused political economy analysis of antidepressant use in Canada","year":2016,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nucleofection; Gestational period; Fusible alloy; Diafiltration; TSG101; Dysgeusia; Pretext; Proteogenomics","score_opus":0.028904394314601664,"score_gpt":0.2689434357919786,"score_spread":0.24003904147737692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072128921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97984636,0.00009219336,0.000007712498,0.00027375665,0.000362782,0.0002478558,0.00023542783,0.000009144337,0.018924793],"genre_scores_gemma":[0.9982984,0.00002109905,0.000043347016,0.000025407064,0.00001971189,9.882709e-7,0.0005119575,0.000014456249,0.0010646133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986728,0.00011757325,0.0002443877,0.0003646004,0.00020252501,0.00039811328],"domain_scores_gemma":[0.9986752,0.0003218269,0.00043838331,0.00033893262,0.000085361964,0.00014025503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009157053,0.00019240657,0.00069731526,0.00071885146,0.00007318617,0.0000064827314,0.00031895214,0.00018491103,0.00027636555],"category_scores_gemma":[0.000012603328,0.00021265139,0.00017231738,0.00041513977,0.00005270041,0.00014285227,0.000039734976,0.0001506598,0.000012504907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033881507,0.00015227783,0.9905451,0.00016335271,0.0010421178,0.00015810989,0.00041304083,0.0000014778208,0.000011069684,0.005102193,0.0008443777,0.0012280467],"study_design_scores_gemma":[0.0010128708,0.000026912008,0.97673017,0.00014007655,0.00085025345,3.3705146e-7,0.020543164,0.000031523123,0.00007861571,0.000073018295,0.00034114288,0.0001719458],"about_ca_topic_score_codex":0.97192323,"about_ca_topic_score_gemma":0.9997575,"teacher_disagreement_score":0.027834324,"about_ca_system_score_codex":0.00056497613,"about_ca_system_score_gemma":0.00030697364,"threshold_uncertainty_score":0.86716723},"labels":[],"label_agreement":null},{"id":"W7083022799","doi":"10.5281/zenodo.17184915","title":"Scallop Cliffs of NPLD of Mars","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Mars Exploration Program; Scallop; Mars landing; Staring; Shapefile","score_opus":0.04643005060583687,"score_gpt":0.34664763679813526,"score_spread":0.3002175861922984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083022799","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00084486045,0.00028385478,0.000020785215,0.0001547146,0.000413412,0.00067191996,0.92764986,0.0001087251,0.069851875],"genre_scores_gemma":[0.0035939065,0.00028221,0.0000324936,0.00010354714,0.00009030451,9.7076544e-8,0.9918085,0.0003781334,0.0037108366],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786204,0.00043875002,0.00056505797,0.00043509452,0.00036008164,0.00033898617],"domain_scores_gemma":[0.99821866,0.000055017383,0.00039226437,0.0008670934,0.00034716245,0.00011979659],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004815673,0.00020123557,0.00038086422,0.00044591704,0.0005949921,0.00008235878,0.0014226804,0.00020653507,0.05942579],"category_scores_gemma":[0.000168552,0.00020341761,0.00009484017,0.00057140726,0.00020394844,0.000068338966,0.0010982751,0.00034169768,0.0022965525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017726852,0.00045603001,0.0000021222534,0.00070027675,0.00012694889,0.000013521473,0.0001317871,4.8136275e-7,0.00003200266,0.00064595754,0.9548149,0.042898722],"study_design_scores_gemma":[0.00069458486,0.00034766586,0.00021041767,0.00019252975,0.00006443999,0.000014068003,0.00012698176,0.0000013221978,0.000097090306,0.00004194035,0.9980755,0.0001334938],"about_ca_topic_score_codex":0.00024967061,"about_ca_topic_score_gemma":0.0000013936873,"teacher_disagreement_score":0.06614104,"about_ca_system_score_codex":0.00010032594,"about_ca_system_score_gemma":0.0000057972047,"threshold_uncertainty_score":0.99848026},"labels":[],"label_agreement":null},{"id":"W7083167776","doi":"10.5281/zenodo.17189857","title":"Effectiveness of Proprioceptive Training Versus Muscle Energy Technique on Pain, Range of Motion and Functional Disability in Individuals with Knee Osteoarthritis","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Proprioception; Osteoarthritis; Range of motion; Rehabilitation; Knee Joint; Psychological intervention","score_opus":0.037124216542939514,"score_gpt":0.29424597180457107,"score_spread":0.25712175526163156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083167776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97212154,0.00007069667,0.002380301,0.00006826027,0.00006596501,0.0010378795,0.000113873546,0.0000810192,0.024060465],"genre_scores_gemma":[0.99953955,0.00000450194,0.000048540925,0.000011886828,0.000010017344,0.0000016772532,0.000231133,0.000108456305,0.000044255583],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998364,0.0008945811,0.00018329038,0.00025963,0.00015127168,0.00014727528],"domain_scores_gemma":[0.9994231,0.00017351862,0.000080708494,0.00015996057,0.00012573335,0.00003697046],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095134194,0.0000855967,0.00015175405,0.00016174967,0.00026608398,0.000025835974,0.00011012623,0.000055395143,0.0010366543],"category_scores_gemma":[0.00013554445,0.00007923017,0.000018549781,0.00039938372,0.00021231027,0.000082139246,0.00011573342,0.00010433047,0.000014135532],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025829228,0.00081037404,0.0033122099,0.00040991497,0.00006780234,0.0000038528733,0.001689887,0.000014848092,0.0009533114,0.014826644,0.00017429363,0.9751539],"study_design_scores_gemma":[0.01048493,0.0077484124,0.9653573,0.00081191957,0.00003375918,0.000009976098,0.0027710497,0.00002569021,0.0035381475,0.00083033077,0.008176086,0.00021237563],"about_ca_topic_score_codex":0.000085167565,"about_ca_topic_score_gemma":0.0000034425502,"teacher_disagreement_score":0.97494155,"about_ca_system_score_codex":0.000103871454,"about_ca_system_score_gemma":0.000002736367,"threshold_uncertainty_score":0.99987656},"labels":[],"label_agreement":null},{"id":"W7084387679","doi":"10.82231/wj7t-z892","title":"OER by Discipline Guide: University of Manitoba","year":2025,"lang":"en","type":"book","venue":"UMANMANIFOLD","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.0217434039301485,"score_gpt":0.31769668373099136,"score_spread":0.29595327980084285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084387679","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00083075755,0.0017276553,0.000047776328,0.00019090666,0.0010744261,0.00059255585,0.00063210895,0.00006874998,0.9948351],"genre_scores_gemma":[0.0013569968,0.00018604465,0.00007300974,0.0001717412,0.00016722179,0.000003815509,0.0010986238,0.000030237485,0.9969123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986258,0.00004803384,0.00034320483,0.0004790507,0.0002036486,0.00030024126],"domain_scores_gemma":[0.99890006,0.000085464875,0.00029501054,0.00058094354,0.000050492614,0.00008805745],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001054697,0.00029655968,0.00046968297,0.0001495031,0.00016318109,0.00000992315,0.00050444313,0.00039127187,0.0073672915],"category_scores_gemma":[0.0000019077938,0.00030732458,0.00016535439,0.00007240324,0.00008152222,0.00005172832,0.00021334625,0.0002632133,0.0009913464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006639802,0.00018877053,0.0002779711,0.00024990106,0.00019256528,0.00008439117,0.00013228954,9.704138e-8,0.0000030898666,0.024271432,0.9701974,0.0043357015],"study_design_scores_gemma":[0.001019333,0.00011805879,0.00079298957,0.00028922502,0.00021854053,0.000002649888,0.00026695392,0.0000014250525,0.000020951948,0.00095045846,0.9960643,0.00025512077],"about_ca_topic_score_codex":0.0012391608,"about_ca_topic_score_gemma":0.0016146512,"teacher_disagreement_score":0.025866902,"about_ca_system_score_codex":0.00031929443,"about_ca_system_score_gemma":0.000090181995,"threshold_uncertainty_score":0.9999379},"labels":[],"label_agreement":null},{"id":"W7084602220","doi":"10.1002/adfm.202512718","title":"Advanced Surface Engineering and Passivation Strategies of Quantum Dots for Breaking Efficiency Barrier of Clean Energy Technologies: A Comprehensive Review","year":2025,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Quantum dot; Passivation; Surface engineering; Photovoltaic system; Clean energy; Solar energy; Energy transformation; Efficient energy use","score_opus":0.019723279746779118,"score_gpt":0.32712713314527975,"score_spread":0.3074038533985006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084602220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9458378,0.014845525,0.03604328,0.00027608394,0.0015060685,0.0009814386,0.00016776488,0.000113480026,0.00022855781],"genre_scores_gemma":[0.9969746,0.0014459036,0.0011590857,0.00007909708,0.000012744824,0.00018399862,0.00006520289,0.000011119562,0.00006824185],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900365,0.000028272798,0.00046953134,0.00024027286,0.0000872848,0.00017098998],"domain_scores_gemma":[0.9991447,0.0002643474,0.0002722261,0.0001626255,0.00013996735,0.00001617593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008760935,0.00014368744,0.00037870908,0.0000855338,0.00006861002,0.000008469099,0.00007687082,0.000071070455,0.00007678832],"category_scores_gemma":[0.000051450654,0.00012818161,0.000036533274,0.00018470148,0.000058026028,0.00015382329,0.000035933655,0.000030377678,7.1293744e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009886469,0.00016654584,0.00010122573,0.0072492636,0.0001451818,0.0000014786806,0.0000699022,0.0020214266,0.536485,0.34535548,0.0001889418,0.1072269],"study_design_scores_gemma":[0.0043328097,0.000866063,0.008870542,0.0062918114,0.00016207888,0.000009372119,0.0036857803,0.00027081545,0.9527335,0.013893342,0.008455268,0.00042858065],"about_ca_topic_score_codex":0.000038038,"about_ca_topic_score_gemma":0.0000016637074,"teacher_disagreement_score":0.41624853,"about_ca_system_score_codex":0.00002854297,"about_ca_system_score_gemma":0.000023385492,"threshold_uncertainty_score":0.5227094},"labels":[],"label_agreement":null},{"id":"W7087501455","doi":"10.1016/b978-0-443-31568-8.00025-8","title":"Climate change, arthritis, and musculoskeletal health considerations","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Heat wave; Extreme heat; Extreme weather; Climate change; Joint (building); Arthritis","score_opus":0.03950830494788102,"score_gpt":0.3585275909247943,"score_spread":0.3190192859769133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7087501455","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000110287365,0.03913597,3.8801323e-7,0.0013174207,0.001146418,0.0018541481,0.000369799,0.00009677953,0.9559688],"genre_scores_gemma":[0.0027728733,0.006708057,0.00019561032,0.004625233,0.00048116554,0.00046553498,0.00019285781,0.00006020607,0.98449844],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981075,0.000075207834,0.00056752376,0.00059550995,0.00015795363,0.00049631],"domain_scores_gemma":[0.9989226,0.000117306976,0.0002760347,0.00042781627,0.00003878262,0.0002174608],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021420322,0.00041122086,0.00064061675,0.00019764357,0.0005099833,0.000055645956,0.00008405453,0.00029492742,0.0018621623],"category_scores_gemma":[0.0000039659517,0.00040559433,0.00013985898,0.000010551963,0.00014398845,0.000045594476,0.00011649145,0.00038380208,0.0003211824],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009711744,0.000017453149,0.000014834206,0.00023496823,0.00005988671,0.00004979075,0.0003392382,8.095053e-10,5.220837e-8,0.19605555,0.0014027538,0.80181575],"study_design_scores_gemma":[0.0012030562,0.00030341148,0.00044573718,0.0023617959,0.00009006407,0.00007445913,0.000042053216,5.4351017e-7,8.886821e-7,0.02467528,0.97035617,0.00044655832],"about_ca_topic_score_codex":0.000012003364,"about_ca_topic_score_gemma":0.00038857132,"teacher_disagreement_score":0.9689534,"about_ca_system_score_codex":0.000079176156,"about_ca_system_score_gemma":0.000065640335,"threshold_uncertainty_score":0.9998396},"labels":[],"label_agreement":null},{"id":"W7091411331","doi":"10.32604/ijmhp.2025.069458","title":"Reducing Stigma and Promoting Empowerment: A Pre-Post Evaluation of ACE-LYNX Intervention on the Mental Health Literacy of University Providers","year":2025,"lang":"en","type":"article","venue":"International Journal of Mental Health Promotion","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"Mental health literacy; Empowerment; Mental health; Psychological intervention; Stigma (botany); Service provider; Literacy; Scale (ratio); Intervention (counseling)","score_opus":0.042781611864544704,"score_gpt":0.4438176967458373,"score_spread":0.4010360848812926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7091411331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96153253,0.0007610902,0.000104503204,0.033826623,0.0016823941,0.0017000933,0.00008391174,0.0000076046113,0.0003012636],"genre_scores_gemma":[0.9989872,0.00016838926,0.00019035117,0.00022521001,0.000059700815,0.000009680267,0.00008874345,0.000008623653,0.00026211658],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965361,0.0012027362,0.0010289367,0.00021768645,0.00081452046,0.00020002644],"domain_scores_gemma":[0.9971615,0.000105500345,0.0019335246,0.00012608866,0.00058476534,0.00008863709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004106234,0.00014210945,0.0002710281,0.00042591646,0.00026311562,0.000028138542,0.0002636401,0.000052693416,0.00019128446],"category_scores_gemma":[0.00006769992,0.00011410341,0.00010627018,0.00021755352,0.000083469866,0.00040993287,0.0000807908,0.00022156116,0.0000016590212],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031221514,0.0042989613,0.0066275476,0.0007920037,0.00054161216,0.000004101745,0.03808738,0.000017435275,0.0010220095,0.002548,0.0018032009,0.9411356],"study_design_scores_gemma":[0.06600517,0.04648097,0.6920384,0.07293513,0.0005269461,0.0006171641,0.07204704,0.017659053,0.02093986,0.005402624,0.0043348214,0.0010128315],"about_ca_topic_score_codex":0.00061381934,"about_ca_topic_score_gemma":0.00005446949,"teacher_disagreement_score":0.9401228,"about_ca_system_score_codex":0.0012174231,"about_ca_system_score_gemma":0.0002894285,"threshold_uncertainty_score":0.4653002},"labels":[],"label_agreement":null},{"id":"W7093928603","doi":"","title":"The 2014 Survey on Living with Chronic Diseases in Canada on Mood and Anxiety Disorders: a methodological overview","year":2016,"lang":"en","type":"article","venue":"PubMed Central","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Mood; Depression (economics); Depressed mood; Chronic disease","score_opus":0.06880061900961466,"score_gpt":0.3329623376598346,"score_spread":0.2641617186502199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093928603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99322253,0.0033563448,0.000010460001,0.0015574015,0.00051555055,0.0006362709,0.00007939424,0.000014035718,0.0006080239],"genre_scores_gemma":[0.99640405,0.0027512244,0.0000046391697,0.0002657079,0.00007625067,0.0002842858,0.0000075825974,0.000010812755,0.00019543062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756974,0.00078790984,0.00014989429,0.0003062727,0.00015496531,0.0010312438],"domain_scores_gemma":[0.99754757,0.0019243134,0.000060608905,0.00020273453,0.0000047425547,0.00026005897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005643012,0.00014562359,0.0001715032,0.000017866672,0.00012682479,0.000020792435,0.00013178807,0.000034884357,0.00017656307],"category_scores_gemma":[0.000108447806,0.000064739914,0.000020874719,0.00007749488,0.00005746726,0.000045680925,0.000029120612,0.000095223964,0.000006924593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021298123,0.00009595195,0.7345724,0.000009831278,0.00001954582,0.0000031354168,0.000027119944,0.0000010356256,1.14249474e-7,0.00044245343,0.00091526634,0.26370016],"study_design_scores_gemma":[0.00088644616,0.00015409775,0.9975978,0.00006995772,0.00000890297,0.0000012640093,0.000034651155,0.00000335938,0.0000029074972,0.000093632174,0.0010478997,0.000099040415],"about_ca_topic_score_codex":0.43313342,"about_ca_topic_score_gemma":0.9601578,"teacher_disagreement_score":0.5270244,"about_ca_system_score_codex":0.0007477883,"about_ca_system_score_gemma":0.00015054912,"threshold_uncertainty_score":0.5706414},"labels":[],"label_agreement":null},{"id":"W7094696909","doi":"","title":"Mental Illness in Canada, 2015","year":2015,"lang":"en","type":"article","venue":"PubMed Central","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.0388573533811317,"score_gpt":0.3118404569322313,"score_spread":0.27298310355109956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7094696909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97028136,0.0006302464,0.0000014155698,0.0012317998,0.00592471,0.0005194359,0.000037036094,0.000017843131,0.021356173],"genre_scores_gemma":[0.9964589,0.000006820842,0.000010306968,0.0004929326,0.00021275705,0.00025317003,0.000054773565,0.000011585101,0.0024987948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798083,0.0000689681,0.00019407546,0.00020426279,0.0002081114,0.0013437743],"domain_scores_gemma":[0.9991134,0.00001543131,0.000042796175,0.00014695781,0.000008330456,0.0006731281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020289766,0.000111599715,0.00013695325,0.00004149749,0.000040867657,0.000012089617,0.00014973739,0.000038531696,0.0005151032],"category_scores_gemma":[0.00000824403,0.00010086962,0.000017995495,0.00012418495,0.000018476214,0.0000894702,0.000028255894,0.000097927346,0.00007996836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001536682,0.00016951375,0.8220162,0.0000066522266,0.000018615972,0.00015176962,0.0019823425,0.0000036684128,4.5572523e-7,0.0005662308,0.10085489,0.074076],"study_design_scores_gemma":[0.0020560066,0.000016043576,0.9562303,0.000004487703,0.0000049578634,0.000012303846,0.0022269976,0.000015655567,0.00006655522,0.00007430611,0.039151974,0.00014041203],"about_ca_topic_score_codex":0.90125644,"about_ca_topic_score_gemma":0.93736166,"teacher_disagreement_score":0.1342141,"about_ca_system_score_codex":0.0023598575,"about_ca_system_score_gemma":0.00038550285,"threshold_uncertainty_score":0.6170945},"labels":[],"label_agreement":null},{"id":"W7095228010","doi":"","title":"in Geriatric Psychiatry certification in Canada.","year":2016,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.02580326782341794,"score_gpt":0.3340010670271428,"score_spread":0.3081977992037248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095228010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628241,0.0001640116,0.000010019817,0.011746652,0.0011857464,0.00019070525,0.000003151385,0.0000075573134,0.023868063],"genre_scores_gemma":[0.9918327,0.000011295012,0.000047553258,0.00062727596,0.00004602046,0.0000597544,0.0000020320183,0.000004647594,0.0073687355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993864,0.000035943947,0.00019004804,0.00015104443,0.00005383872,0.00018266695],"domain_scores_gemma":[0.9997624,0.000031782438,0.0000313012,0.00013460999,0.000003880922,0.00003601552],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000060846407,0.00005094118,0.00006659775,0.00008346075,0.00001125012,0.000002216338,0.00006959417,0.00002817192,0.0047040796],"category_scores_gemma":[0.0000018961531,0.000032249685,0.0000069839793,0.00017932674,0.000004286397,0.00006145674,0.000006267888,0.000028297036,0.00026949873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046095833,0.00011136461,0.9301376,0.0000066605894,0.0000021931244,0.000008202547,0.00006607748,8.6524885e-8,0.00003367433,0.0076231346,0.017453283,0.044511627],"study_design_scores_gemma":[0.0009598279,0.000012056315,0.9952706,0.000010298687,9.708307e-7,0.0000012536609,0.00013106361,0.000001876623,0.00006260173,0.0008449453,0.0026476516,0.000056821522],"about_ca_topic_score_codex":0.9242372,"about_ca_topic_score_gemma":0.989017,"teacher_disagreement_score":0.06513303,"about_ca_system_score_codex":0.00036224138,"about_ca_system_score_gemma":0.00013742594,"threshold_uncertainty_score":0.99620575},"labels":[],"label_agreement":null},{"id":"W7095457349","doi":"","title":"CAPE Special Issue Unmet Need for the Treatment of Depression in Atlantic Canada","year":2015,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Mental health; Psychological intervention; Marital status; Logistic regression; Specialty; Population; Mental health service; Cape","score_opus":0.05442778123406982,"score_gpt":0.37236995505902587,"score_spread":0.31794217382495604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095457349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637241,0.00052678765,0.000012475059,0.0010158729,0.0015251217,0.0009978232,0.000015650136,0.000006824258,0.03217538],"genre_scores_gemma":[0.98922884,0.000023875678,0.000057273908,0.00014888834,0.0006955644,0.0001308128,0.000026025538,0.0000072121147,0.009681524],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993754,0.000034427125,0.00017985214,0.00012664424,0.00009810155,0.00018554994],"domain_scores_gemma":[0.99953735,0.00016271816,0.000050255512,0.00016727981,0.000016967802,0.0000654046],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006466704,0.000084149084,0.00014895466,0.000028367438,0.000042392636,0.0000043482596,0.000085985725,0.000035090743,0.0012697604],"category_scores_gemma":[0.0000041078665,0.000045217625,0.000024528299,0.000076200675,0.000014323024,0.000019873205,0.0000073049973,0.000019189249,0.000019186413],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014465395,0.0012885297,0.5528787,0.000031286538,0.00010596612,0.000040658488,0.0039361874,0.000017332566,0.000013064821,0.0012501754,0.29170755,0.14728405],"study_design_scores_gemma":[0.0137175685,0.0014596398,0.25002065,0.00003174065,0.000101286576,0.00000828717,0.008276011,0.0002857741,0.0020164668,0.00027928012,0.72355694,0.00024633956],"about_ca_topic_score_codex":0.8564187,"about_ca_topic_score_gemma":0.86640286,"teacher_disagreement_score":0.43184942,"about_ca_system_score_codex":0.00019271612,"about_ca_system_score_gemma":0.00007413038,"threshold_uncertainty_score":0.9996432},"labels":[],"label_agreement":null},{"id":"W7095868077","doi":"","title":"Review Paper Mental Health Reform and Evolution of General Psychiatry In Ontario","year":2015,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Blueprint; Multidisciplinary approach; Context (archaeology); Mental health law; Payment; Specialty; Work (physics); Mental health care","score_opus":0.050971028512171515,"score_gpt":0.3843456454030782,"score_spread":0.3333746168909067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095868077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83432883,0.08444024,0.0000029734488,0.007035929,0.00079370325,0.00071105716,0.000005286351,0.000015125341,0.07266685],"genre_scores_gemma":[0.96903086,0.0028404703,0.0015892267,0.01075464,0.00007187604,0.000071826646,0.000084198255,0.000014459295,0.015542443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992027,0.000056669036,0.0003215076,0.00015577716,0.00008361653,0.0001796908],"domain_scores_gemma":[0.9996472,0.0000025157365,0.00009030588,0.00013509706,0.000011106002,0.00011380055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029068103,0.000079668585,0.0002064318,0.000044093405,0.000030545478,0.000002301967,0.000049222264,0.00003676793,0.0006280042],"category_scores_gemma":[7.56525e-7,0.000058916637,0.000019960238,0.00007603967,0.000019463567,0.00009843559,0.000022427028,0.00007615347,0.000032305954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014977073,0.0005038719,0.90109813,0.0004786776,0.000020427324,0.0000010091483,0.0014728858,4.7767028e-8,0.00000274738,0.020278849,0.062390637,0.013602959],"study_design_scores_gemma":[0.0028355462,0.00063269,0.9664829,0.00080848456,0.000009451951,0.000024157802,0.00082196586,0.0000021696424,0.0000024710741,0.0009930998,0.02726353,0.00012354451],"about_ca_topic_score_codex":0.47817296,"about_ca_topic_score_gemma":0.5874534,"teacher_disagreement_score":0.13470203,"about_ca_system_score_codex":0.00096710876,"about_ca_system_score_gemma":0.00015098813,"threshold_uncertainty_score":0.6876205},"labels":[],"label_agreement":null},{"id":"W7096057785","doi":"","title":"depressive symptoms of ageing South Asian Canadians","year":2014,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depressive symptoms; Mental health; Depression (economics); South asia; Ageing; Health professionals","score_opus":0.016416394116079817,"score_gpt":0.317283575338854,"score_spread":0.30086718122277417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096057785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5997854,0.000038194936,0.0002234111,0.00014708737,0.00023971476,0.0001223845,0.0000064960177,0.000021790707,0.39941555],"genre_scores_gemma":[0.99050206,2.6186694e-7,0.000054702534,0.00040746588,0.00006452502,0.000019834617,0.000008213585,0.000009458525,0.008933464],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993769,0.00004729217,0.00014466491,0.00014577109,0.00006390202,0.0002214761],"domain_scores_gemma":[0.9995804,0.000033051503,0.00006747639,0.0001943809,0.000012549496,0.0001121415],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000544346,0.00007182125,0.00011844017,0.000054513122,0.00006663569,0.000006288891,0.00010560458,0.000050135422,0.0024742046],"category_scores_gemma":[0.0000051152447,0.000057890276,0.0000303055,0.00006195027,0.00002089069,0.000031021653,0.000012965273,0.000045561723,0.00019633406],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053283748,0.00018796122,0.35621437,0.00007392397,0.00017139534,0.00007013198,0.0117217135,0.0000028784814,0.000075488824,0.07856242,0.0036905194,0.5491759],"study_design_scores_gemma":[0.0031401496,0.0005665994,0.9830384,0.00008706758,0.0000831222,0.000013475399,0.0036915,0.00012145931,0.0012496177,0.0011716805,0.0064723836,0.00036451782],"about_ca_topic_score_codex":0.02097232,"about_ca_topic_score_gemma":0.005684604,"teacher_disagreement_score":0.626824,"about_ca_system_score_codex":0.000020757789,"about_ca_system_score_gemma":0.000008732802,"threshold_uncertainty_score":0.99843764},"labels":[],"label_agreement":null},{"id":"W7096120629","doi":"","title":"VOL 5: JANUARY • JANVIER 2005 d Canadian Family Physician • Le Médecin de famille canadien 25 Letters","year":2016,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Rating scale; Primary care; Family therapy","score_opus":0.01889679237897073,"score_gpt":0.2904670705431232,"score_spread":0.27157027816415247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096120629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5585752,0.00018401616,0.000053210726,0.0058615794,0.00068749685,0.00033351878,0.00008921825,0.000022651733,0.4341931],"genre_scores_gemma":[0.81165284,0.000016876445,0.00012145436,0.031993445,0.00032553874,0.00011610307,0.000025147048,0.000033024775,0.15571555],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980027,0.000091679656,0.00023489883,0.00039359467,0.00012086102,0.0011562665],"domain_scores_gemma":[0.9987334,0.000062429266,0.0000584739,0.00039720853,0.000025782056,0.0007227015],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014937262,0.00021556376,0.00020884025,0.00018100285,0.00028872598,0.00002113782,0.00028160197,0.00010341457,0.002056851],"category_scores_gemma":[0.0000045730385,0.00015436785,0.00007217529,0.00012656351,0.00007168561,0.00012549503,0.000023487199,0.00009081952,0.0033612293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041515705,0.00012541968,0.028197005,0.000009091927,0.0001084743,0.0002339607,0.00037013247,8.8223777e-7,0.0014900991,0.0066403723,0.7059489,0.25683418],"study_design_scores_gemma":[0.0033555948,0.00012980528,0.37129024,0.000068932386,0.000031939308,0.000008702508,0.0015717119,0.000014779134,0.00072395237,0.00028156606,0.6219136,0.0006091732],"about_ca_topic_score_codex":0.76464254,"about_ca_topic_score_gemma":0.78280747,"teacher_disagreement_score":0.34309322,"about_ca_system_score_codex":0.000759099,"about_ca_system_score_gemma":0.00025188638,"threshold_uncertainty_score":0.9988554},"labels":[],"label_agreement":null},{"id":"W7096135291","doi":"","title":"The Ottawa Shared Mental Health Care Project1 Prepared by:","year":2006,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health care; Mental health; Health care; MEDLINE; Mental healthcare","score_opus":0.01665519485145434,"score_gpt":0.3699630492403189,"score_spread":0.3533078543888646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096135291","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17297737,0.013535425,0.000018634695,0.012259413,0.0016510664,0.0035175066,0.0003570934,0.00036466587,0.79531884],"genre_scores_gemma":[0.9204446,0.000022077735,0.00014506125,0.0011596568,0.0001424001,0.00033904455,0.00078953325,0.00002277092,0.07693487],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985827,0.000121134115,0.00032267068,0.00030685402,0.00017248148,0.0004941671],"domain_scores_gemma":[0.9994366,0.00004620001,0.0001122474,0.00030367123,0.000020728789,0.00008052609],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013285282,0.00014899008,0.00014066324,0.000025611434,0.00077956804,0.0000651808,0.00020712824,0.000053176173,0.001515532],"category_scores_gemma":[0.0000015035953,0.000091884685,0.000052406518,0.00011313723,0.00004382716,0.00007277226,0.0000354301,0.00007551795,0.0003764273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007433391,0.00016958988,0.0053269137,0.0000191663,0.000020175714,0.0000019044232,0.0016312799,4.4732e-8,0.000011764141,0.003579813,0.9691582,0.020006841],"study_design_scores_gemma":[0.002200919,0.00043953856,0.017989056,0.000019116012,0.000007931578,0.000009018939,0.0065069273,0.000008116459,0.0003203255,0.000119772834,0.9721662,0.00021312754],"about_ca_topic_score_codex":0.009688303,"about_ca_topic_score_gemma":0.0035849386,"teacher_disagreement_score":0.7474672,"about_ca_system_score_codex":0.0002243545,"about_ca_system_score_gemma":0.00003879774,"threshold_uncertainty_score":0.9993972},"labels":[],"label_agreement":null},{"id":"W7096161638","doi":"","title":"SEE PROFILE","year":2016,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Psychological intervention; Mental health; Scale (ratio); Exploratory factor analysis; Health care; Sample (material); Baseline (sea)","score_opus":0.04640406039669143,"score_gpt":0.3997986721752946,"score_spread":0.35339461177860315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096161638","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3253951,0.00003873104,0.00010138797,0.0011052189,0.00035341186,0.00013310171,0.0000037548832,0.000059008336,0.67281026],"genre_scores_gemma":[0.6463384,0.0000013770735,0.00009574698,0.00022095827,0.000046681427,0.000038729337,0.000001089101,0.0000031263878,0.35325387],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99965405,0.000014400353,0.000061917,0.000098610726,0.000036125886,0.00013491786],"domain_scores_gemma":[0.99979854,0.000028394043,0.000013376106,0.000114196315,0.0000051365746,0.00004035368],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000032791515,0.000037258407,0.000039565177,0.000014967334,0.00003385225,0.0000029087068,0.000048729584,0.000023435708,0.15097953],"category_scores_gemma":[0.0000012281153,0.000017565753,0.000013275227,0.00002701789,0.000012063769,0.000038197744,0.000010414227,0.000011085481,0.037717488],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047449626,0.0001556386,0.029018741,0.0000055900955,0.000016949172,0.000013350649,0.00012614201,6.249147e-10,0.00044970808,0.049223363,0.25892437,0.6620187],"study_design_scores_gemma":[0.006412545,0.00061519985,0.5079604,0.00006187828,0.000020195328,0.000028915447,0.00042633558,0.000001763145,0.018469319,0.0057690595,0.45981213,0.0004222476],"about_ca_topic_score_codex":0.00005615376,"about_ca_topic_score_gemma":0.000008541748,"teacher_disagreement_score":0.6615965,"about_ca_system_score_codex":0.0000136310455,"about_ca_system_score_gemma":0.0000022253237,"threshold_uncertainty_score":0.96303177},"labels":[],"label_agreement":null},{"id":"W7096251733","doi":"","title":"Depression","year":2004,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychosocial; Feeling; Distress; Population; Incidence (geometry); Occupational safety and health; Risk factor; Emotional health","score_opus":0.040185401188795364,"score_gpt":0.4142717466329925,"score_spread":0.3740863454441971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096251733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59811556,0.00012533228,0.00019613189,0.00023738902,0.00025789498,0.00007052898,3.07137e-7,0.00004300209,0.40095386],"genre_scores_gemma":[0.9881722,0.0000017230847,0.00031002882,0.00051854993,0.00003889871,0.0000175199,0.000002991518,0.0000031527702,0.010934939],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99974054,0.00000545935,0.000048311562,0.00007846607,0.00003299097,0.000094223564],"domain_scores_gemma":[0.99986273,0.0000055108676,0.000009526799,0.00008461856,0.0000026226473,0.00003496647],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000018405974,0.0000299856,0.0000299609,0.000013702354,0.000048200887,0.000003760834,0.00003706138,0.00002197314,0.00542568],"category_scores_gemma":[4.7431155e-7,0.000020484915,0.000011053036,0.000030369769,0.000005875712,0.000027749917,0.000008463364,0.000021300666,0.002545271],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016036605,0.0012014043,0.13304923,0.00001964209,0.000038295453,0.00012997765,0.0015972717,0.0000061462874,0.00036648582,0.24011074,0.01538545,0.607935],"study_design_scores_gemma":[0.008198203,0.00030255463,0.9181285,0.000049116705,0.000018779318,0.000053949272,0.0007952055,0.0000020808773,0.0166118,0.025319787,0.030210327,0.0003097174],"about_ca_topic_score_codex":0.00034922684,"about_ca_topic_score_gemma":0.000018437202,"teacher_disagreement_score":0.78507924,"about_ca_system_score_codex":0.000014914808,"about_ca_system_score_gemma":0.0000019409795,"threshold_uncertainty_score":0.99823135},"labels":[],"label_agreement":null},{"id":"W7096398213","doi":"","title":"HEALTH PROMOTION CHALLENGES Promoting mental health as an essential aspect of health promotion","year":2015,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Health promotion; Charter; Psychological intervention; Health policy; Promotion (chess); Mental health law","score_opus":0.14409737995534208,"score_gpt":0.45206250000449216,"score_spread":0.3079651200491501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096398213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8714834,0.005825272,0.00025861317,0.10442979,0.0020967387,0.0052124243,0.000048101057,0.0004065747,0.010239115],"genre_scores_gemma":[0.9963109,0.0004160195,0.00084435864,0.00049268804,0.0003056841,0.0001444073,0.00049407705,0.000057337653,0.0009345588],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99475914,0.001502469,0.0012802087,0.0008182974,0.0006367713,0.0010031109],"domain_scores_gemma":[0.9973804,0.000021090827,0.0011558507,0.0005168797,0.000104392915,0.00082141144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030655712,0.0003493813,0.00079039915,0.00024331016,0.00047880135,0.000036032496,0.0002604478,0.00012573563,0.0005945289],"category_scores_gemma":[0.000015971393,0.00030751538,0.000089820576,0.00028368624,0.00007963578,0.00046741517,0.00007429438,0.0002340148,0.00017655596],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034466267,0.016620222,0.004638331,0.0016856857,0.00011071089,0.000008172007,0.06111614,0.0000011274609,0.0000377016,0.032691803,0.004998323,0.8777471],"study_design_scores_gemma":[0.06568567,0.45412713,0.23001114,0.007030442,0.00014455197,0.0019568298,0.17171676,0.0025818027,0.00827104,0.04038951,0.01281297,0.0052721715],"about_ca_topic_score_codex":0.008101647,"about_ca_topic_score_gemma":0.002013134,"teacher_disagreement_score":0.87247497,"about_ca_system_score_codex":0.0007779606,"about_ca_system_score_gemma":0.0006589404,"threshold_uncertainty_score":0.9999377},"labels":[],"label_agreement":null},{"id":"W7096620515","doi":"","title":"Original Research Psychiatric Disorders and Use of Mental Health Services by Ontario Women","year":2014,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Mental health; Anxiety; Prevalence of mental disorders; Original research; Public health; Comorbidity; Epidemiology; Eating disorders","score_opus":0.041014275095606866,"score_gpt":0.4124179842553087,"score_spread":0.37140370915970183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096620515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98667973,0.0003567376,0.000010880671,0.0014831219,0.00026770748,0.00047186852,0.000018130082,0.00002032366,0.01069148],"genre_scores_gemma":[0.98102957,0.00014641862,0.00041813403,0.0006137678,0.000029654926,0.000055886278,0.000046983278,0.000012432168,0.01764716],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850506,0.00021448891,0.00024931412,0.00029112597,0.00023398729,0.00050604023],"domain_scores_gemma":[0.99939656,0.00009059444,0.000081339174,0.00020785355,0.000017728456,0.0002059136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005212557,0.000110417466,0.00018914601,0.0001365416,0.00026519233,0.00003172173,0.00012600094,0.00005159396,0.0024072856],"category_scores_gemma":[7.3196986e-7,0.00008815398,0.000018558752,0.00019085531,0.00007293845,0.00014837798,0.000048677884,0.00014723491,0.00007675594],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047001228,0.00092467316,0.8787209,0.0002590893,0.00005373982,3.0001098e-7,0.015307403,1.02698635e-7,0.000015299422,0.006533649,0.039095826,0.05861902],"study_design_scores_gemma":[0.004040929,0.0032371855,0.3156194,0.00004977618,0.000006890637,0.000005013329,0.0051711323,0.00003153508,0.000026928503,0.001710406,0.6698621,0.00023870253],"about_ca_topic_score_codex":0.24992606,"about_ca_topic_score_gemma":0.12125103,"teacher_disagreement_score":0.6307663,"about_ca_system_score_codex":0.00019684728,"about_ca_system_score_gemma":0.000037629543,"threshold_uncertainty_score":0.99850464},"labels":[],"label_agreement":null},{"id":"W7096751150","doi":"","title":"A position statement developed by the Canadian Psychiatric Association’s Stigma–Discrimination Working Group","year":2013,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mandate; Position statement; Stigma (botany); Scope (computer science); Psychological intervention; Work (physics); Position (finance)","score_opus":0.03487645438368812,"score_gpt":0.3350168191923396,"score_spread":0.30014036480865147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096751150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73467875,0.0005009702,0.00041186943,0.046563476,0.0019865325,0.0023275774,0.000025397536,0.00009876985,0.21340667],"genre_scores_gemma":[0.9747355,0.00001173577,0.0003553163,0.0030462644,0.000083443,0.00049197907,0.0002595307,0.000012465913,0.021003785],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987627,0.00013544741,0.00028278108,0.000200299,0.00021703335,0.0004017274],"domain_scores_gemma":[0.99944806,0.00006940082,0.00015147173,0.00013622043,0.00005593737,0.00013889492],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033063022,0.00011412927,0.00008410803,0.00010164137,0.0007608353,0.0001522498,0.00013540935,0.00007239354,0.0051449053],"category_scores_gemma":[0.0000063089033,0.000078667945,0.000027248758,0.00024105572,0.000009455501,0.00016295322,0.000012721465,0.00010677933,0.0012449548],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013841799,0.00022865454,0.13905247,0.000013435752,0.00010779446,0.000002410911,0.001871266,5.362189e-7,0.000020384365,0.015052536,0.72470844,0.11892826],"study_design_scores_gemma":[0.0013513775,0.00012213665,0.95146745,0.000018817165,0.00006240118,0.000004308354,0.0020410174,0.00009248917,0.000039333023,0.0025875669,0.04193045,0.00028266295],"about_ca_topic_score_codex":0.46687335,"about_ca_topic_score_gemma":0.5231802,"teacher_disagreement_score":0.812415,"about_ca_system_score_codex":0.0014809252,"about_ca_system_score_gemma":0.00005058609,"threshold_uncertainty_score":0.9995327},"labels":[],"label_agreement":null},{"id":"W7096779523","doi":"","title":"The Use of Mental Health Services in Ontario: Epidemiologic Findings","year":2015,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Marital status; Disadvantage; Public health; Help-seeking; Mental health service; Intervention (counseling); Mental illness; Service (business)","score_opus":0.2184101542690822,"score_gpt":0.4259514196806575,"score_spread":0.20754126541157528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096779523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901865,0.00040376408,0.0000023978614,0.0027154312,0.00048823183,0.0004196362,0.0000051466936,0.000016348296,0.0057625063],"genre_scores_gemma":[0.98655015,0.00002940515,0.0003500733,0.002331221,0.000010112077,0.000031716092,0.000029498227,0.0000052159166,0.010662598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888134,0.00019181102,0.0003756788,0.00015947824,0.0000915565,0.00030012356],"domain_scores_gemma":[0.9993688,0.00021592418,0.00011636547,0.0001834256,0.000012509236,0.00010300775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006670226,0.000087213775,0.00019235844,0.000038723545,0.00009693743,0.000011936008,0.00015082098,0.000048029517,0.00042930507],"category_scores_gemma":[0.0000057874386,0.000048938524,0.00002822699,0.00008435863,0.0000391698,0.00010504423,0.000047397003,0.000101167876,0.00009813487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019474368,0.00018295311,0.9669773,0.000013993961,0.000015273312,0.0000023707657,0.006056113,0.0000021229991,0.0000013400829,0.005210009,0.015218402,0.0061253905],"study_design_scores_gemma":[0.00150136,0.00046286863,0.9326952,0.000053138538,0.0000026643497,0.000005539414,0.0036433318,0.000042241103,0.000017417988,0.0009499895,0.060543444,0.000082789695],"about_ca_topic_score_codex":0.5692776,"about_ca_topic_score_gemma":0.6568117,"teacher_disagreement_score":0.08753412,"about_ca_system_score_codex":0.0002462369,"about_ca_system_score_gemma":0.000044733108,"threshold_uncertainty_score":0.47005895},"labels":[],"label_agreement":null},{"id":"W7096842930","doi":"","title":"EXECUTIVE SUMMARY","year":2014,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cornerstone; Mental health; Executive summary; Health care; Quality (philosophy); Primary care; Mental health care; Mental illness","score_opus":0.031116714629834296,"score_gpt":0.37151324441730454,"score_spread":0.34039652978747026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096842930","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0967426,0.00006870896,0.00020579137,0.00033794384,0.00044730314,0.00009991759,0.0000010149171,0.0000547337,0.902042],"genre_scores_gemma":[0.82102835,0.0000020211628,0.00013133728,0.0012485024,0.00008502498,0.000023287717,0.000007870399,0.000004629655,0.17746899],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99959767,0.00003855319,0.00007007711,0.00011198331,0.0000411393,0.00014057137],"domain_scores_gemma":[0.999758,0.00004921137,0.000016418515,0.00012194421,0.000005720003,0.00004867775],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006575208,0.000047276983,0.00005858276,0.00002061332,0.0000546146,0.0000054607913,0.00005842987,0.000028994775,0.004114096],"category_scores_gemma":[0.0000019137094,0.00003473118,0.00001778036,0.000038369224,0.000014495497,0.000030435796,0.000013528975,0.000031628715,0.0020507318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007428532,0.0002585931,0.028753377,0.000011197665,0.00003066713,0.00000914514,0.0005939889,6.4978856e-8,0.00002676634,0.3003961,0.42942047,0.24042535],"study_design_scores_gemma":[0.0026287576,0.00052063965,0.15894856,0.000023433313,0.000023246019,0.000011980041,0.0009405876,0.000051298513,0.0012149514,0.009167565,0.8261582,0.0003107769],"about_ca_topic_score_codex":0.00021575938,"about_ca_topic_score_gemma":0.000019022687,"teacher_disagreement_score":0.724573,"about_ca_system_score_codex":0.000010284907,"about_ca_system_score_gemma":0.0000013433918,"threshold_uncertainty_score":0.9987263},"labels":[],"label_agreement":null},{"id":"W7096905890","doi":"","title":"Pills that Swallow Policy: Clinical Ethnography of a Community Mental Health Program in","year":2016,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Pill; Biosocial theory; Ethnography; Psychosocial; Agency (philosophy); Precept","score_opus":0.20609587279504546,"score_gpt":0.54048116403458,"score_spread":0.33438529123953453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096905890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96885663,0.00018925508,0.000010056005,0.0109288,0.0003372064,0.0011640317,0.000035510013,0.00008418206,0.018394299],"genre_scores_gemma":[0.9958677,0.00018870369,0.0003881872,0.002247463,0.000045417786,0.00011788926,0.000022160368,0.000013638674,0.0011088358],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99760455,0.0010076299,0.0006145094,0.00017006256,0.0001505572,0.00045268046],"domain_scores_gemma":[0.99881554,0.0003181149,0.00021179904,0.00045239623,0.0000145253025,0.00018764712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011194723,0.00014166388,0.00037313023,0.00022458681,0.00013346768,0.0000066161138,0.0002795535,0.00011934399,0.00069558236],"category_scores_gemma":[0.000013422083,0.00008569185,0.00013326114,0.00032315333,0.00023177687,0.00008705614,0.00009049423,0.00023674962,0.00008875861],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015507439,0.0029675686,0.47028336,0.000026543323,0.00003320876,0.0000010414518,0.0015989763,2.0413036e-9,0.000004224634,0.0017620232,0.0041853036,0.51898265],"study_design_scores_gemma":[0.0044506304,0.0018778999,0.98475075,0.000120989775,0.0000037241068,0.0000022755517,0.0016273523,5.174088e-7,0.00008853506,0.0008468626,0.0061155315,0.00011493499],"about_ca_topic_score_codex":0.013242608,"about_ca_topic_score_gemma":0.0026710776,"teacher_disagreement_score":0.51886773,"about_ca_system_score_codex":0.000083763865,"about_ca_system_score_gemma":0.000050614668,"threshold_uncertainty_score":0.9933283},"labels":[],"label_agreement":null},{"id":"W7096923239","doi":"","title":"Editorials Shared mental health care The way ahead","year":2016,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Primary care; Mental health care; Health care; Mental health law; Mental healthcare","score_opus":0.04093538591065253,"score_gpt":0.410237888210279,"score_spread":0.36930250229962647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096923239","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3069259,0.008522402,0.000114843926,0.21064629,0.14970905,0.005186774,0.0009816635,0.00060377654,0.31730932],"genre_scores_gemma":[0.9670253,0.00004836539,0.00006248407,0.002619289,0.006037278,0.00015689392,0.000056603993,0.000018900077,0.023974923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881136,0.00013972956,0.00024504767,0.00024543132,0.00017610448,0.00038231502],"domain_scores_gemma":[0.99933004,0.00012323652,0.00008342156,0.00032189497,0.000021985643,0.000119403456],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018435788,0.00012104588,0.00015228895,0.00002589615,0.0003538056,0.000021800206,0.00021353198,0.000058009347,0.0116293635],"category_scores_gemma":[0.0000053212043,0.000050570456,0.000051800507,0.00006249875,0.00004132805,0.00008785931,0.000043593875,0.00004799856,0.0022832933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008417703,0.00007820095,0.002071772,0.000012130977,0.00002760222,0.0000017938229,0.0035713238,2.3572855e-9,0.000056643745,0.004096459,0.85483533,0.13516457],"study_design_scores_gemma":[0.0031750517,0.00048601037,0.020649,0.00006683135,0.000009015375,0.0000063596035,0.0045982604,1.5098377e-7,0.00074244745,0.00022656895,0.96985614,0.00018415196],"about_ca_topic_score_codex":0.0008288018,"about_ca_topic_score_gemma":0.00027407202,"teacher_disagreement_score":0.6600994,"about_ca_system_score_codex":0.00018333732,"about_ca_system_score_gemma":0.00002538157,"threshold_uncertainty_score":0.99849355},"labels":[],"label_agreement":null},{"id":"W7097412214","doi":"","title":"ARTICLE","year":2016,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Adaptation (eye); Nepali; Quality (philosophy); Key (lock)","score_opus":0.04884625538329858,"score_gpt":0.4117445692962347,"score_spread":0.36289831391293614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097412214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6854441,0.00002725695,0.00017874253,0.0015826252,0.00018906996,0.00004885365,6.5547596e-7,0.00004084492,0.31248787],"genre_scores_gemma":[0.902214,0.0000012497526,0.000060327373,0.00042552061,0.000038318747,0.000015322945,1.6784094e-7,0.000002586652,0.09724252],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99972564,0.000010773987,0.000050513914,0.00007085906,0.000027982042,0.000114247465],"domain_scores_gemma":[0.9998287,0.000027972841,0.000008109353,0.000092641676,0.0000035010623,0.000039059963],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002892467,0.000025259325,0.000027005146,0.000010002077,0.000026946153,0.0000025657496,0.000033650398,0.000014052031,0.03525591],"category_scores_gemma":[0.0000013001174,0.000011889755,0.0000102778195,0.00002511965,0.000011059904,0.000036199584,0.000007021104,0.000007219246,0.012124051],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003577689,0.00013861476,0.07719858,0.0000014146292,0.000010973669,0.000010878281,0.00011703376,1.5959779e-9,0.0014148079,0.123086534,0.02903124,0.76895416],"study_design_scores_gemma":[0.0040317033,0.00025103817,0.872954,0.00001942613,0.000010200664,0.000014729264,0.00027516377,0.000001589786,0.024841458,0.010405667,0.086997725,0.00019731249],"about_ca_topic_score_codex":0.00004189758,"about_ca_topic_score_gemma":0.000008179498,"teacher_disagreement_score":0.7957554,"about_ca_system_score_codex":0.000009497523,"about_ca_system_score_gemma":9.720461e-7,"threshold_uncertainty_score":0.98864514},"labels":[],"label_agreement":null},{"id":"W7097466218","doi":"","title":"Canadian Mental Health Association Canadian Psychological Association Canadian Psychiatric Association","year":2002,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Mental health; Public health; Canadian studies; Mental illness","score_opus":0.027525318457963216,"score_gpt":0.33928050471180526,"score_spread":0.311755186253842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097466218","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22339274,0.0009338513,0.0000021686462,0.24328916,0.008683293,0.0019534244,0.001221812,0.00019575213,0.5203278],"genre_scores_gemma":[0.84413916,0.00016801941,0.00008687615,0.022801932,0.00049650134,0.00011447377,0.0006479817,0.000042879372,0.13150217],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9945844,0.0005440604,0.00076119753,0.0007232207,0.00067184854,0.002715296],"domain_scores_gemma":[0.99551255,0.00014602322,0.0006504652,0.0003626757,0.0001581564,0.0031701121],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015162021,0.0003763954,0.00045059185,0.0010738441,0.0017345154,0.00019895735,0.00035393648,0.0007654147,0.033763457],"category_scores_gemma":[0.00013815747,0.00039497716,0.00016380259,0.0010235094,0.000008626951,0.00026851802,0.000011443547,0.00058935,0.00899264],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035725245,0.00009730866,0.49033988,0.0000037229659,0.00008638348,0.0000096138865,0.00048146312,3.8767453e-7,2.2903595e-7,0.00060800026,0.5007163,0.007653129],"study_design_scores_gemma":[0.0016895662,0.00027697507,0.6376242,0.000011709428,0.000040216237,0.000009819573,0.00049822615,0.00009578656,0.000001274044,0.00014094764,0.35912907,0.00048221223],"about_ca_topic_score_codex":0.9994565,"about_ca_topic_score_gemma":0.9999466,"teacher_disagreement_score":0.62074643,"about_ca_system_score_codex":0.078733504,"about_ca_system_score_gemma":0.0006940722,"threshold_uncertainty_score":0.9998502},"labels":[],"label_agreement":null},{"id":"W7097614799","doi":"","title":"FRAMEWORK FOR ACTION ON MENTAL ILLNESS AND MENTAL HEALTH Recommendations to Health and Social Policy Leaders of Canada for a National Action Plan on Mental Illness and Mental Health","year":2006,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental illness; Mental health law; Alliance; Middle Eastern Mental Health Issues & Syndromes; Action plan; Health policy; Health promotion","score_opus":0.10153582512692848,"score_gpt":0.4624786805445509,"score_spread":0.3609428554176224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097614799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7082055,0.000263244,0.00038793677,0.27562922,0.0021520692,0.0060301414,0.006803487,0.000058259775,0.00047008405],"genre_scores_gemma":[0.975342,0.0001549289,0.0012651017,0.017105736,0.00053943554,0.000332021,0.004162589,0.000049474507,0.0010487135],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974763,0.00017132431,0.0006448788,0.0006077542,0.00039110915,0.0007086408],"domain_scores_gemma":[0.99887407,0.0001760824,0.0004314254,0.000104743354,0.000038133454,0.0003755761],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00043078655,0.00033072467,0.00046829705,0.00030532503,0.0027095112,0.000043863296,0.00008129302,0.00012351418,0.00012580733],"category_scores_gemma":[0.000009482975,0.0003257219,0.00005467044,0.00018451917,0.00011402594,0.00018240153,0.000036862217,0.00016742638,0.0000012863878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054085525,0.001667937,0.0015372679,0.0010362876,0.00021714676,3.5198468e-7,0.035778295,0.000002556509,0.00008642165,0.074887015,0.6647754,0.21460278],"study_design_scores_gemma":[0.03632419,0.020362347,0.058018517,0.0010716066,0.000042049858,0.00015614345,0.40720588,0.00054923363,0.0019183536,0.0073860143,0.46449342,0.0024722274],"about_ca_topic_score_codex":0.15460949,"about_ca_topic_score_gemma":0.3014992,"teacher_disagreement_score":0.3714276,"about_ca_system_score_codex":0.0025240993,"about_ca_system_score_gemma":0.0006244923,"threshold_uncertainty_score":0.9999195},"labels":[],"label_agreement":null},{"id":"W7097682291","doi":"","title":"aft AN IMPERATIVE FOR CHANGE ACCESS TO PSYCHOLOGICAL SERVICES FOR CANADA A REPORT TO THE CANADIAN PSYCHOLOGICAL ASSOCIATION","year":2013,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Government (linguistics); MEDLINE; Quality (philosophy); Psychological distress","score_opus":0.13791917061287443,"score_gpt":0.4763999656649391,"score_spread":0.33848079505206463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097682291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8964262,0.000021035567,0.00010312771,0.084723316,0.0017734902,0.009036316,0.00026151715,0.000049206996,0.007605758],"genre_scores_gemma":[0.9015499,9.392328e-7,0.00064833707,0.07566878,0.0006085596,0.015912248,0.00024184946,0.000019593457,0.005349826],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9977867,0.00010496006,0.00038263807,0.0006744275,0.00021761715,0.00083364773],"domain_scores_gemma":[0.9982305,0.00020013611,0.00014113587,0.0004445858,0.000263984,0.0007196535],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048211784,0.00021925467,0.00025372833,0.000081604514,0.00067741,0.00026489375,0.00060214096,0.0002118912,0.0023215741],"category_scores_gemma":[0.000050137685,0.00013356181,0.000059922884,0.00024462157,0.000010463959,0.000281897,0.00004015398,0.00011116595,0.0001431367],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037979646,0.0005970209,0.15122423,0.00003825105,0.00013682249,0.00004929861,0.0033725624,0.0000023182797,0.000029388751,0.0022959532,0.7837252,0.05814914],"study_design_scores_gemma":[0.00087358366,0.0011716695,0.90446526,0.000009591223,0.00002292781,0.00002023815,0.0012130035,0.000036017092,0.00003599817,0.0003940561,0.09147117,0.0002865003],"about_ca_topic_score_codex":0.9864721,"about_ca_topic_score_gemma":0.9993245,"teacher_disagreement_score":0.753241,"about_ca_system_score_codex":0.00075680367,"about_ca_system_score_gemma":0.00006816003,"threshold_uncertainty_score":0.9985904},"labels":[],"label_agreement":null},{"id":"W7097762658","doi":"","title":"ARTICLE","year":2016,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Argument (complex analysis); Mental health; Health care; Ideology; Health policy; Public health; Mental health care","score_opus":0.04884625538329858,"score_gpt":0.4117445692962347,"score_spread":0.36289831391293614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097762658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6854441,0.00002725695,0.00017874253,0.0015826252,0.00018906996,0.00004885365,6.5547596e-7,0.00004084492,0.31248787],"genre_scores_gemma":[0.902214,0.0000012497526,0.000060327373,0.00042552061,0.000038318747,0.000015322945,1.6784094e-7,0.000002586652,0.09724252],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99972564,0.000010773987,0.000050513914,0.00007085906,0.000027982042,0.000114247465],"domain_scores_gemma":[0.9998287,0.000027972841,0.000008109353,0.000092641676,0.0000035010623,0.000039059963],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002892467,0.000025259325,0.000027005146,0.000010002077,0.000026946153,0.0000025657496,0.000033650398,0.000014052031,0.03525591],"category_scores_gemma":[0.0000013001174,0.000011889755,0.0000102778195,0.00002511965,0.000011059904,0.000036199584,0.000007021104,0.000007219246,0.012124051],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003577689,0.00013861476,0.07719858,0.0000014146292,0.000010973669,0.000010878281,0.00011703376,1.5959779e-9,0.0014148079,0.123086534,0.02903124,0.76895416],"study_design_scores_gemma":[0.0040317033,0.00025103817,0.872954,0.00001942613,0.000010200664,0.000014729264,0.00027516377,0.000001589786,0.024841458,0.010405667,0.086997725,0.00019731249],"about_ca_topic_score_codex":0.00004189758,"about_ca_topic_score_gemma":0.000008179498,"teacher_disagreement_score":0.7957554,"about_ca_system_score_codex":0.000009497523,"about_ca_system_score_gemma":9.720461e-7,"threshold_uncertainty_score":0.98864514},"labels":[],"label_agreement":null},{"id":"W7097868493","doi":"","title":"Review Paper Cost-Effectiveness of Cognitive-Behavioural Therapy for Mental Disorders: Implications for Public Health Care Funding Policy in Canada","year":2014,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Health care; Public health; Mental health care; Mental illness; Pharmacotherapy; MEDLINE","score_opus":0.15703037370201436,"score_gpt":0.47129908294380707,"score_spread":0.31426870924179273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097868493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.819163,0.0673804,0.0033117526,0.046144634,0.0010323442,0.053346787,0.003305886,0.00007672154,0.006238452],"genre_scores_gemma":[0.985548,0.0016340571,0.000047413192,0.0046527586,0.00003104259,0.007002403,0.0010157957,0.00002130817,0.000047178673],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99861634,0.0002488423,0.00034827375,0.00026579146,0.00006043745,0.00046033255],"domain_scores_gemma":[0.99881196,0.0006786271,0.00015326438,0.000161555,0.00006842317,0.00012617544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041841625,0.00014245993,0.00034077346,0.00008457213,0.00017756675,0.0000087206845,0.00012651455,0.000033401546,0.000106716405],"category_scores_gemma":[0.000035001387,0.00011829814,0.0000737144,0.00020355587,0.000023916467,0.00010265844,0.000014452472,0.000046926623,0.0000011751598],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017088442,0.0003279477,0.24680835,0.0015963365,0.000040597188,3.203045e-8,0.00054975366,5.0349108e-8,0.00000986635,0.01276253,0.0014670687,0.73626655],"study_design_scores_gemma":[0.008119987,0.000851189,0.96056515,0.0011196922,0.000019349003,0.0000018439272,0.0026277667,0.0000036041195,0.00005584897,0.00036974257,0.026020747,0.0002450541],"about_ca_topic_score_codex":0.7343312,"about_ca_topic_score_gemma":0.82051367,"teacher_disagreement_score":0.7360215,"about_ca_system_score_codex":0.0008841343,"about_ca_system_score_gemma":0.00048428273,"threshold_uncertainty_score":0.48240584},"labels":[],"label_agreement":null},{"id":"W7098001214","doi":"","title":"Original Research Receiving Guideline-Concordant Pharmacotherapy for Major Depression: Impact on Ambulatory and Inpatient Health Service Use","year":2015,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ambulatory; Depression (economics); Pharmacotherapy; Concordance; Ambulatory care; Cohort study; Anxiety; Receipt; Pharmacy","score_opus":0.2911747353495372,"score_gpt":0.5682271079370655,"score_spread":0.27705237258752835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098001214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99135983,0.0015168831,0.0001908065,0.0028942819,0.0007113999,0.0017352512,0.000047168214,0.00006947342,0.0014748848],"genre_scores_gemma":[0.98504436,0.0001281526,0.0026147617,0.009040805,0.00038335804,0.00032456,0.00006803167,0.00004969667,0.002346291],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765927,0.00036731752,0.0004634714,0.00047503502,0.0003724117,0.0006624701],"domain_scores_gemma":[0.99830115,0.00037683177,0.00013343903,0.00032674114,0.0002593216,0.0006025356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016552008,0.00020704603,0.00026828892,0.0001864581,0.00033316438,0.00006969731,0.0001645993,0.00007429619,0.00082041294],"category_scores_gemma":[0.00001796464,0.00013914378,0.000043621043,0.00023570922,0.000033441484,0.00021628308,0.00004925171,0.00021949563,0.00010889264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008646773,0.0011916694,0.16236794,0.00016742531,0.0001617907,0.000026220703,0.004411667,0.000030185529,0.00023172684,0.0009626643,0.5903172,0.23148477],"study_design_scores_gemma":[0.06094207,0.020351876,0.16513407,0.0010003337,0.000081123646,0.00016297179,0.0062429635,0.0066999947,0.0062774373,0.002562654,0.7287913,0.0017531932],"about_ca_topic_score_codex":0.00993512,"about_ca_topic_score_gemma":0.00033678208,"teacher_disagreement_score":0.22973157,"about_ca_system_score_codex":0.00039105743,"about_ca_system_score_gemma":0.00019062431,"threshold_uncertainty_score":0.9966578},"labels":[],"label_agreement":null},{"id":"W7098081081","doi":"","title":"www.mdpi.com/journal/ijerph Article Help Received for Perceived Needs Related to Mental Health in a Montreal (Canada) Epidemiological Catchment Area","year":2016,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Epidemiology; Multinomial logistic regression; Catchment area; Logistic regression; Health care; Public health; Mental health service","score_opus":0.04548499345557848,"score_gpt":0.36071161988270584,"score_spread":0.31522662642712734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098081081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8627568,0.00023631347,0.00032999605,0.12870204,0.0007867797,0.0019575518,0.00009683842,0.000057868616,0.005075789],"genre_scores_gemma":[0.9701742,0.00013112795,0.00041978512,0.007894056,0.00007462954,0.00032287295,0.000042460284,0.000027113889,0.020913785],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.996603,0.00042774275,0.0010749933,0.0005007672,0.00024241251,0.0011510925],"domain_scores_gemma":[0.99806845,0.0005147167,0.00024872445,0.00032550856,0.000053242366,0.0007893429],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010466469,0.0003200735,0.00063949695,0.00019269598,0.00035687716,0.000023005245,0.00028171812,0.00015334423,0.0037607844],"category_scores_gemma":[0.00008023549,0.0001931514,0.000126187,0.00029577603,0.00004884835,0.00012639936,0.00006142763,0.00020333729,0.00023086484],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033754904,0.0016502816,0.1687756,0.00003111402,0.00022549089,0.00009474757,0.0045054923,0.00001760467,0.0010376312,0.001957222,0.5171212,0.30120814],"study_design_scores_gemma":[0.0145911295,0.0029762653,0.9513594,0.0003173676,0.00002829056,0.00014555464,0.0063356487,0.00040116216,0.00021982071,0.0037365733,0.019238638,0.00065018533],"about_ca_topic_score_codex":0.122062184,"about_ca_topic_score_gemma":0.21927893,"teacher_disagreement_score":0.7825838,"about_ca_system_score_codex":0.0015144949,"about_ca_system_score_gemma":0.00016543933,"threshold_uncertainty_score":0.9971499},"labels":[],"label_agreement":null},{"id":"W7098096831","doi":"","title":"for Mental Health","year":2013,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acknowledgement; Mental health; Public health; Health care; MEDLINE","score_opus":0.0592664858951275,"score_gpt":0.4472697872619401,"score_spread":0.3880033013668126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098096831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.579481,0.000823811,0.00077038526,0.049521647,0.0025391928,0.0052234996,0.00004056871,0.00019698552,0.36140287],"genre_scores_gemma":[0.88981557,0.000006983397,0.0016761224,0.0076490366,0.000097470984,0.0006813022,0.00006761512,0.000010427862,0.09999546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949896,0.000013984338,0.00011278703,0.000114220966,0.00003548156,0.00022453548],"domain_scores_gemma":[0.9997678,0.000020270425,0.000028848357,0.00009048408,0.000007646644,0.00008495578],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000050182687,0.000050375704,0.000072081064,0.000019354307,0.00012710567,0.0000115289995,0.000051413233,0.000019566245,0.01606221],"category_scores_gemma":[5.733417e-7,0.000036999798,0.000025206022,0.000026698568,0.000008907698,0.00005505732,0.00000826686,0.000018099168,0.0024317591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001627894,0.00016132134,0.0026018354,0.000016111033,0.000014005969,1.1397605e-7,0.0004904325,6.8415997e-9,0.000010515327,0.020480664,0.76397175,0.21223694],"study_design_scores_gemma":[0.009435768,0.0025251315,0.17421389,0.000035992114,0.000009556733,0.000018969626,0.0060343975,0.00016403515,0.00058476464,0.009557445,0.79693073,0.00048928906],"about_ca_topic_score_codex":0.00140038,"about_ca_topic_score_gemma":0.00003642912,"teacher_disagreement_score":0.31033456,"about_ca_system_score_codex":0.000033091736,"about_ca_system_score_gemma":0.0000052826913,"threshold_uncertainty_score":0.99834496},"labels":[],"label_agreement":null},{"id":"W7099392471","doi":"","title":"doi:10.1100/2012/516358 The cientificWorldJOURNAL Research Article Strategies to Fight Stigma toward People withMental Disorders: Perspectives fromDifferent Stakeholders","year":2012,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Prejudice (legal term); Reflexivity; Attribution; Perspective (graphical); Experiential knowledge; Experiential learning","score_opus":0.21076129855133555,"score_gpt":0.4474411834229817,"score_spread":0.23667988487164618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099392471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9150707,0.00218443,0.00036244537,0.006930713,0.0010323663,0.001302163,0.00003543516,0.00009085191,0.07299089],"genre_scores_gemma":[0.9675887,0.000051535164,0.00015256384,0.00019012069,0.000428053,0.00032122002,0.00002400598,0.00003734647,0.031206403],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9961343,0.00054374855,0.0004128391,0.0005460814,0.0008128141,0.0015502567],"domain_scores_gemma":[0.99831814,0.00034191503,0.000092493494,0.0005863818,0.0001107973,0.00055025873],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011173029,0.00030742574,0.00027600306,0.0002452364,0.0011644788,0.00041997785,0.0005386812,0.000093777795,0.05958615],"category_scores_gemma":[0.000021766065,0.00019029241,0.00012494701,0.0006841335,0.0002414389,0.0007904103,0.00020331849,0.0004986414,0.0037301278],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018404818,0.008857716,0.15101019,0.00010505285,0.00065688463,0.000020026868,0.32510236,0.000021883396,0.0011165588,0.07759785,0.38692826,0.04674273],"study_design_scores_gemma":[0.0018095329,0.0005929232,0.46047446,0.00004303265,0.00004874681,0.000015054349,0.5196313,0.000028906057,0.00073869363,0.0016307776,0.014586289,0.00040027004],"about_ca_topic_score_codex":0.00168941,"about_ca_topic_score_gemma":0.0026953062,"teacher_disagreement_score":0.37234196,"about_ca_system_score_codex":0.00029825929,"about_ca_system_score_gemma":0.00005405821,"threshold_uncertainty_score":0.9970456},"labels":[],"label_agreement":null},{"id":"W7099925708","doi":"","title":"CMAJ OPEN","year":2016,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Primary care; Guideline; Mental health; Quality of life (healthcare); Mental illness; Population; Health care","score_opus":0.09750434327334781,"score_gpt":0.4645164180022209,"score_spread":0.3670120747288731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099925708","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19654752,0.000031654035,0.00010112407,0.002910816,0.00036010912,0.00022978359,0.00000246866,0.000028751716,0.79978776],"genre_scores_gemma":[0.72098356,0.0000024191806,0.00011018395,0.000748003,0.000034039305,0.00004400567,8.205423e-7,0.0000033618117,0.2780736],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996494,0.000018532108,0.00006642881,0.00011041412,0.000029533741,0.00012571468],"domain_scores_gemma":[0.9997551,0.000033079326,0.000015020347,0.00014641091,0.0000044908006,0.000045902776],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000054041284,0.00003642746,0.00004906523,0.000012226994,0.000043685275,0.000012957006,0.00018257351,0.000020672429,0.06582131],"category_scores_gemma":[0.0000012663392,0.000017146202,0.0000102421,0.000027166921,0.0000109671855,0.00008589319,0.000061012524,0.00000999785,0.010455935],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053514377,0.00012799395,0.04372597,0.0000017214621,0.000014805846,0.000010679818,0.000089674555,4.995352e-10,0.00009483255,0.12134833,0.10706033,0.7274721],"study_design_scores_gemma":[0.005381871,0.00032484875,0.39289728,0.000037401715,0.000010639573,0.000013403493,0.00023991092,2.3760339e-7,0.0028980083,0.008915315,0.58905435,0.00022675647],"about_ca_topic_score_codex":0.0006209117,"about_ca_topic_score_gemma":0.000065490494,"teacher_disagreement_score":0.7272454,"about_ca_system_score_codex":0.000014200864,"about_ca_system_score_gemma":0.0000027412561,"threshold_uncertainty_score":0.99031454},"labels":[],"label_agreement":null},{"id":"W7100190246","doi":"","title":"Brief Report: Teaching Child Psychiatry in Ethiopia: Challenges and Rewards","year":2015,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Child and adolescent psychiatry; Mental health; Child health; Child development; Public health","score_opus":0.06791597349557914,"score_gpt":0.3928557900453441,"score_spread":0.32493981654976495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100190246","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47092074,0.010242904,0.0000044580706,0.0121997865,0.0009852212,0.00019398463,8.202458e-7,0.00005672207,0.50539535],"genre_scores_gemma":[0.9924723,0.00022283703,0.0007075872,0.0010183115,0.00025007123,0.00003910153,0.000009645363,0.000015999663,0.005264164],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99883294,0.00013045975,0.0002911533,0.00035638575,0.00012918205,0.00025990015],"domain_scores_gemma":[0.9994346,0.00003115899,0.00007993807,0.00028660474,0.0000113856595,0.00015630244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076048967,0.0001247749,0.0001810005,0.000087271736,0.000077861565,0.000014661751,0.00008313694,0.00013429075,0.00013025303],"category_scores_gemma":[0.0000251328,0.00010166565,0.00002136831,0.000042652868,0.000028617043,0.000107960856,0.00004693969,0.00031467061,0.000055136075],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027217006,0.0013791348,0.28894174,0.00017280158,0.000083435174,0.00065291993,0.020512503,6.481247e-7,0.0000017095166,0.33016935,0.019562624,0.33825094],"study_design_scores_gemma":[0.0060803844,0.00060188066,0.8943331,0.00024545344,0.000028213033,0.0014778802,0.01308868,0.000017120872,0.000011282374,0.015886791,0.0677563,0.00047287619],"about_ca_topic_score_codex":0.0011374111,"about_ca_topic_score_gemma":0.0011741916,"teacher_disagreement_score":0.6053914,"about_ca_system_score_codex":0.00003604881,"about_ca_system_score_gemma":0.00001931984,"threshold_uncertainty_score":0.4145805},"labels":[],"label_agreement":null},{"id":"W7100215259","doi":"","title":"CAPE Special Issue Help-Seeking Behaviours of Individuals With Mood Disorders","year":2015,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mania; Major depressive disorder; Mood; Prevalence of mental disorders; Anxiety; Bipolar disorder","score_opus":0.03945542265502684,"score_gpt":0.3604845164689095,"score_spread":0.32102909381388267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100215259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6853147,0.0000599059,0.000027142956,0.0004142098,0.00052867987,0.00031659365,0.000016225376,0.000028629469,0.3132939],"genre_scores_gemma":[0.98894143,0.0000033964554,0.00041725463,0.00010447533,0.0005867954,0.000033049328,0.00003809681,0.000018192777,0.00985728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990146,0.000052291532,0.00021265364,0.00021097761,0.0002339193,0.00027552905],"domain_scores_gemma":[0.9994893,0.000028050219,0.0001087927,0.00020319852,0.000028214681,0.00014240918],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014305701,0.00012947648,0.00019328187,0.000081315426,0.000055689496,0.000013421635,0.00014893766,0.00007126317,0.006484765],"category_scores_gemma":[0.0000031537443,0.00009522451,0.00002883479,0.00015017056,0.00006356503,0.000095982134,0.000032674117,0.00007733119,0.00023228231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013352127,0.0006086804,0.94091994,0.000012088396,0.000058375397,0.0000056175886,0.004313455,0.0000012356909,0.000002760247,0.0017215053,0.020831058,0.031391773],"study_design_scores_gemma":[0.012076745,0.0032108077,0.9249836,0.00009661318,0.00023344332,0.000026993659,0.022546204,0.0000076122155,0.0009780476,0.001545925,0.033617724,0.0006762545],"about_ca_topic_score_codex":0.0022888007,"about_ca_topic_score_gemma":0.0021373008,"teacher_disagreement_score":0.30362675,"about_ca_system_score_codex":0.000031451887,"about_ca_system_score_gemma":0.000022993865,"threshold_uncertainty_score":0.99442345},"labels":[],"label_agreement":null},{"id":"W7100375596","doi":"","title":"Original Research Regional and Individual Influences on Use of Mental Health Services in Canada","year":2014,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Original research; Qualitative research; Public health; Research design; Research methodology; Health services research; Health services","score_opus":0.16553389159311455,"score_gpt":0.45678239895812905,"score_spread":0.2912485073650145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100375596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99557114,0.00013102463,1.4047708e-7,0.002033852,0.00011231474,0.0002368299,0.000024373941,0.0000041936855,0.0018861144],"genre_scores_gemma":[0.9975849,0.000032066637,0.000085289576,0.0018499484,0.00002441397,0.000016866286,0.000029847291,0.0000043162013,0.0003723796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986644,0.00025259118,0.0002159479,0.00019992728,0.0003693,0.00029788035],"domain_scores_gemma":[0.99944884,0.00024598773,0.00006157682,0.000114398434,0.000018450564,0.00011075389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044008307,0.00007297376,0.0001375539,0.00012836707,0.00011379204,0.000015684407,0.00011456911,0.000027388693,0.00031394992],"category_scores_gemma":[0.0000019224829,0.000056262274,0.0000068932727,0.00015409259,0.00005594444,0.00009507909,0.000035117922,0.00012281591,0.000010933294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019846784,0.00013003509,0.96019894,0.000083508734,0.000014654603,0.0000035188752,0.0014672707,0.0000013320315,0.000003014359,0.0111409705,0.0061508147,0.020607453],"study_design_scores_gemma":[0.0008660026,0.000436059,0.982598,0.00011476088,0.0000010411101,0.0000039734105,0.002099236,0.000026779364,0.000036075126,0.00017417125,0.013586712,0.000057157842],"about_ca_topic_score_codex":0.978425,"about_ca_topic_score_gemma":0.9664077,"teacher_disagreement_score":0.022399072,"about_ca_system_score_codex":0.0001630526,"about_ca_system_score_gemma":0.00019762346,"threshold_uncertainty_score":0.34375316},"labels":[],"label_agreement":null},{"id":"W7100505037","doi":"","title":"Rights Creative Commons: Attribution 3.0 Hong Kong License Validating the Beck Depression Inventory–II for Hong Kong Community Adolescents","year":2016,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Confirmatory factor analysis; Structural equation modeling; Attribution; License; Exploratory factor analysis; Test (biology); Depression (economics)","score_opus":0.08661704258997982,"score_gpt":0.38753500590696693,"score_spread":0.3009179633169871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100505037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850529,0.00021854237,0.0034142935,0.0007674534,0.0007078988,0.0019139491,0.00008837639,0.00016108365,0.0076755085],"genre_scores_gemma":[0.9937849,0.000010962692,0.00012963559,0.00035185594,0.0002139858,0.00033483104,0.00012554704,0.00003275281,0.0050155106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99695796,0.0012123298,0.00053337816,0.00037916563,0.00025629572,0.000660846],"domain_scores_gemma":[0.99793035,0.000606647,0.00037244827,0.0007697098,0.00013426923,0.00018658231],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00097249623,0.0003235284,0.00033482173,0.00008787406,0.0035239107,0.00006166652,0.00052704767,0.00020162262,0.0007481686],"category_scores_gemma":[0.00006560972,0.00016932415,0.0001534694,0.0001824822,0.00017651914,0.0004045898,0.00030561606,0.00036057454,0.0001596978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013629339,0.0028427753,0.87773097,0.00023981892,0.00031265672,0.000013883443,0.007244381,0.0000013778346,0.0016026038,0.010239086,0.020382158,0.07802734],"study_design_scores_gemma":[0.011826329,0.00089595927,0.94217944,0.0030742206,0.00025611266,0.000022085827,0.004807143,0.00016394121,0.026258424,0.0043745344,0.0053196778,0.0008221315],"about_ca_topic_score_codex":0.005160595,"about_ca_topic_score_gemma":0.0016455951,"teacher_disagreement_score":0.0772052,"about_ca_system_score_codex":0.00026306362,"about_ca_system_score_gemma":0.000017542343,"threshold_uncertainty_score":0.99777335},"labels":[],"label_agreement":null},{"id":"W7100556384","doi":"","title":"Original Research Suicidality, Depression, and Mental Health Service Use in Canada","year":2014,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Depression (economics); Psychological intervention; Mental health service; Suicide prevention; Suicidal ideation; Population; Occupational safety and health","score_opus":0.12014361362678881,"score_gpt":0.46200539006491387,"score_spread":0.34186177643812504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100556384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98338693,0.00020182907,0.0000037947284,0.007322706,0.0002648278,0.00038723001,0.000013216255,0.000012456654,0.00840702],"genre_scores_gemma":[0.99396384,0.000019583851,0.00010327351,0.0038497592,0.000038857183,0.000034024975,0.00003050251,0.0000090675285,0.0019510828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982672,0.00044266056,0.00022219584,0.0002977232,0.00026740442,0.0005028697],"domain_scores_gemma":[0.9992827,0.00020692559,0.00003597047,0.00021333144,0.00003064935,0.00023039439],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007049242,0.000090155874,0.00014958422,0.000080158425,0.00022590645,0.000029212368,0.00012059034,0.000033844808,0.0010986541],"category_scores_gemma":[0.000006946678,0.00007162287,0.0000061819082,0.0002279257,0.000021493937,0.00010755224,0.00008338117,0.00017975751,0.00005506395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008276659,0.000079917314,0.9591841,0.000046888872,0.0000047150083,0.000007211533,0.0003432932,2.28716e-7,0.0000045933666,0.0024530462,0.025302123,0.012491132],"study_design_scores_gemma":[0.0014193358,0.00008815254,0.96542704,0.000042123775,8.394952e-7,0.00001277728,0.0010121597,0.00011252371,0.000052705847,0.0001995298,0.031536438,0.00009636112],"about_ca_topic_score_codex":0.9976436,"about_ca_topic_score_gemma":0.9982899,"teacher_disagreement_score":0.012394771,"about_ca_system_score_codex":0.00045357595,"about_ca_system_score_gemma":0.00024450885,"threshold_uncertainty_score":0.99981445},"labels":[],"label_agreement":null},{"id":"W7103387333","doi":"","title":"Patient Experiences in Behavioral Health Integrated Primary Care Settings: the Role of Stigma in Shaping Patient Outcomes over Time","year":2019,"lang":"","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Primary care; Odds; Quarter (Canadian coin); Health care; Social stigma; Primary health care; Public health","score_opus":0.014043964331595393,"score_gpt":0.2775208394054083,"score_spread":0.2634768750738129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7103387333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897398,0.0029540935,6.8276194e-7,0.0001231694,0.00047028187,0.0021479973,0.00029037474,0.000023194905,0.0042504533],"genre_scores_gemma":[0.99831927,0.00029471674,0.000041503634,0.0003139341,0.000006320374,0.000011831119,0.00031049072,0.000028218506,0.00067373336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961228,0.0007775702,0.0010050024,0.0007623442,0.00048620184,0.00084611133],"domain_scores_gemma":[0.99820817,0.00012515995,0.00084375567,0.00050285656,0.00010076961,0.00021929074],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003568617,0.00045501228,0.00086127274,0.00076937256,0.0003034612,0.000061612984,0.000459455,0.00018404258,0.0010179518],"category_scores_gemma":[0.0000064409687,0.00036737736,0.00016443836,0.001002716,0.00014651768,0.00055883743,0.00026893348,0.00075062993,0.000056110748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006671592,0.00088073296,0.7461304,0.00016387616,0.00004549219,0.00016201669,0.1738572,0.000041190335,0.000032647917,0.000020340627,0.0000440347,0.077954896],"study_design_scores_gemma":[0.0057767997,0.0022898044,0.52922636,0.0011484385,0.000049380502,0.0000054693955,0.4365869,0.0001774589,0.00022064248,0.000019523402,0.023859104,0.00064012076],"about_ca_topic_score_codex":0.010361155,"about_ca_topic_score_gemma":0.0017196253,"teacher_disagreement_score":0.2627297,"about_ca_system_score_codex":0.0011614226,"about_ca_system_score_gemma":0.00034361973,"threshold_uncertainty_score":0.9998953},"labels":[],"label_agreement":null},{"id":"W7104431466","doi":"10.71781/12487","title":"Perceptions étudiantes de la promotion de la santé mentale et de sa déstigmatisation à l’Université de Montréal","year":2025,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Promotion (chess); Perception; Physical activity","score_opus":0.022621751438673336,"score_gpt":0.41032732831550334,"score_spread":0.38770557687683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104431466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8093644,0.00081767485,0.00025667454,0.0005042547,0.00020365157,0.0011279173,0.0002656556,0.0000065171635,0.1874533],"genre_scores_gemma":[0.91457987,0.0013949714,0.007933604,0.00011808264,0.00009044268,0.00023330901,0.0030810568,0.000035256522,0.072533436],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964959,0.0020399038,0.00034636684,0.0004657934,0.0001467843,0.00050526444],"domain_scores_gemma":[0.9986915,0.0005718898,0.00027242914,0.00023094844,0.00003951703,0.00019369826],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011922088,0.00031820926,0.00031484783,0.00017888528,0.0008121013,0.00023089236,0.0003901475,0.0006240824,0.013809316],"category_scores_gemma":[0.00004882571,0.0003676618,0.000112698806,0.00022740588,0.00009229299,0.0003015302,0.00010886638,0.00038568684,0.00047008056],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011325915,0.004406757,0.20451446,0.000691426,0.00058644864,0.0004219179,0.20795622,0.0001272859,0.016587952,0.0033714508,0.011181892,0.5490216],"study_design_scores_gemma":[0.003218877,0.00028131617,0.9416636,0.001210863,0.00067514484,0.00014738494,0.034724448,0.0007108301,0.0051706117,0.00068719883,0.011069056,0.0004406285],"about_ca_topic_score_codex":0.009959833,"about_ca_topic_score_gemma":0.025090711,"teacher_disagreement_score":0.7371492,"about_ca_system_score_codex":0.0026479643,"about_ca_system_score_gemma":0.00055693084,"threshold_uncertainty_score":0.9998775},"labels":[],"label_agreement":null},{"id":"W7104470176","doi":"10.71781/25645","title":"Les déterminants de l’utilisation des services en santé mentale dans le sud-ouest de Montréal","year":2011,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental health service; Validation test","score_opus":0.012617993657024726,"score_gpt":0.25718843650635115,"score_spread":0.2445704428493264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104470176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90353554,0.024964599,0.00022542363,0.000091674345,0.0012581485,0.000762243,0.00019351121,0.00012658554,0.068842284],"genre_scores_gemma":[0.93624073,0.0019867397,0.00094353996,0.00008899208,0.00028650256,0.00011691213,0.0013479779,0.000069248534,0.058919363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996203,0.0007384143,0.0006584103,0.00089158193,0.00049497,0.0010136464],"domain_scores_gemma":[0.997955,0.00017026773,0.0006638286,0.00048641654,0.0001652033,0.0005592437],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00042618677,0.0007284088,0.00057888194,0.0003535381,0.011385051,0.00008440309,0.0007165494,0.0008229074,0.00028474373],"category_scores_gemma":[0.000013948117,0.0008501776,0.0003425296,0.00028393487,0.00046572994,0.00072499446,0.00016849271,0.00051276706,0.00018794261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028408794,0.0020545165,0.6097886,0.0013164409,0.00074150774,0.004979057,0.2897254,0.0001686825,0.014351639,0.017534474,0.00017399086,0.056324814],"study_design_scores_gemma":[0.0025798688,0.000298352,0.7836499,0.000810406,0.00065608555,0.0015061226,0.18174466,0.00071686454,0.020495633,0.00088996906,0.0059173424,0.0007347349],"about_ca_topic_score_codex":0.7633153,"about_ca_topic_score_gemma":0.3040846,"teacher_disagreement_score":0.45923075,"about_ca_system_score_codex":0.011259815,"about_ca_system_score_gemma":0.0009846257,"threshold_uncertainty_score":0.9993949},"labels":[],"label_agreement":null},{"id":"W7105741296","doi":"10.5281/zenodo.17607606","title":"INTEGRATING DEPRESSION SCREENING INTO FAMILY MEDICINE: STRATEGIES FOR EARLY DETECTION AND TIMELY INTERVENTION","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Psychological intervention; Intervention (counseling); Depression (economics); Mental health; Workflow; Postpartum depression; MEDLINE; Primary care; Systematic review","score_opus":0.05427515659754425,"score_gpt":0.36341811247254463,"score_spread":0.3091429558750004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105741296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61837107,0.001015751,0.25753018,0.0004644187,0.00048117214,0.0014129102,0.00003268926,0.00066568016,0.12002613],"genre_scores_gemma":[0.997758,0.000018606663,0.00039996163,0.0000935368,0.00008613221,6.7092276e-7,0.00028239042,0.00023947345,0.0011212593],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987991,0.0002350586,0.00027154642,0.00034189905,0.00012732894,0.0002251004],"domain_scores_gemma":[0.9993817,0.000054188746,0.00010880192,0.00018034446,0.00020227263,0.00007269031],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005529409,0.00011892092,0.00013016784,0.00025771264,0.0019185889,0.00034187565,0.000267942,0.00007161971,0.0013153086],"category_scores_gemma":[0.00013620961,0.00010742426,0.00003425834,0.0002968777,0.000102438586,0.00029649408,0.00026682197,0.00016665032,0.00018491509],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003425678,0.000075209,0.000069211084,0.00015991197,0.00005210351,0.0000021973487,0.002581674,0.0000016212864,0.0043505756,0.0076281833,0.008545051,0.9761917],"study_design_scores_gemma":[0.012262653,0.004533605,0.107068144,0.002207599,0.00023883727,0.000078252335,0.051315095,0.0048608566,0.0031870676,0.01439179,0.79905057,0.0008055101],"about_ca_topic_score_codex":0.00040913463,"about_ca_topic_score_gemma":0.0000052392406,"teacher_disagreement_score":0.9753862,"about_ca_system_score_codex":0.0000735505,"about_ca_system_score_gemma":0.0000013625578,"threshold_uncertainty_score":0.9995976},"labels":[],"label_agreement":null},{"id":"W7105778621","doi":"10.5281/zenodo.17607605","title":"INTEGRATING DEPRESSION SCREENING INTO FAMILY MEDICINE: STRATEGIES FOR EARLY DETECTION AND TIMELY INTERVENTION","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Psychological intervention; Intervention (counseling); Depression (economics); Mental health; Workflow; Postpartum depression; MEDLINE; Primary care; Systematic review","score_opus":0.05427515659754425,"score_gpt":0.36341811247254463,"score_spread":0.3091429558750004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105778621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61837107,0.001015751,0.25753018,0.0004644187,0.00048117214,0.0014129102,0.00003268926,0.00066568016,0.12002613],"genre_scores_gemma":[0.997758,0.000018606663,0.00039996163,0.0000935368,0.00008613221,6.7092276e-7,0.00028239042,0.00023947345,0.0011212593],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987991,0.0002350586,0.00027154642,0.00034189905,0.00012732894,0.0002251004],"domain_scores_gemma":[0.9993817,0.000054188746,0.00010880192,0.00018034446,0.00020227263,0.00007269031],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005529409,0.00011892092,0.00013016784,0.00025771264,0.0019185889,0.00034187565,0.000267942,0.00007161971,0.0013153086],"category_scores_gemma":[0.00013620961,0.00010742426,0.00003425834,0.0002968777,0.000102438586,0.00029649408,0.00026682197,0.00016665032,0.00018491509],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003425678,0.000075209,0.000069211084,0.00015991197,0.00005210351,0.0000021973487,0.002581674,0.0000016212864,0.0043505756,0.0076281833,0.008545051,0.9761917],"study_design_scores_gemma":[0.012262653,0.004533605,0.107068144,0.002207599,0.00023883727,0.000078252335,0.051315095,0.0048608566,0.0031870676,0.01439179,0.79905057,0.0008055101],"about_ca_topic_score_codex":0.00040913463,"about_ca_topic_score_gemma":0.0000052392406,"teacher_disagreement_score":0.9753862,"about_ca_system_score_codex":0.0000735505,"about_ca_system_score_gemma":0.0000013625578,"threshold_uncertainty_score":0.9995976},"labels":[],"label_agreement":null},{"id":"W7108603194","doi":"10.1371/journal.pmen.0000493","title":"Client experiences of structural stigma in mental healthcare settings","year":2025,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Mental Health Commission of Canada; Queen's University","funders":"Commission de la santé mentale du Canada","keywords":"Mental health; Health care; Stigma (botany); Exploratory factor analysis; Confirmatory factor analysis; Mental health care; Scale (ratio); Mental illness","score_opus":0.03319489133428214,"score_gpt":0.40827342822553686,"score_spread":0.3750785368912547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108603194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979861,0.0053946376,7.971402e-7,0.0080702165,0.0021147835,0.0017003966,0.00010221924,0.000051087245,0.002704818],"genre_scores_gemma":[0.9953783,0.000093761235,0.00017445465,0.0029345697,0.00004567701,0.0003484589,0.00015474005,0.000016159347,0.00085386256],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99723816,0.00025592005,0.0009272837,0.0005166223,0.00033988734,0.0007221314],"domain_scores_gemma":[0.9991204,0.000065559216,0.0002917883,0.00029445093,0.000024614908,0.0002031709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002563023,0.00024821243,0.00048584677,0.0002730865,0.00038613222,0.000015319016,0.00028551437,0.00010255171,0.0008020923],"category_scores_gemma":[0.0000059832455,0.00022516066,0.00007368662,0.00046406165,0.00013886522,0.0001358448,0.00011338413,0.00022426162,0.000037281952],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017975586,0.0026917653,0.29916024,0.0030670357,0.00018015456,0.00003306237,0.4848631,8.7539604e-7,0.000331738,0.012478556,0.016613608,0.17878231],"study_design_scores_gemma":[0.013331307,0.0034188882,0.31681868,0.0037918973,0.000034285284,0.00004104236,0.641233,0.00040626278,0.0121917315,0.0017115525,0.0059923436,0.0010289509],"about_ca_topic_score_codex":0.0025967846,"about_ca_topic_score_gemma":0.00047216707,"teacher_disagreement_score":0.17775336,"about_ca_system_score_codex":0.0006059986,"about_ca_system_score_gemma":0.00011384101,"threshold_uncertainty_score":0.91817856},"labels":[],"label_agreement":null},{"id":"W7110468871","doi":"","title":"A test of the internalized stigma mediation model","year":2019,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Enculturation; Acculturation; Stigma (botany); Moderation; Mediation; Test (biology)","score_opus":0.025430537677885705,"score_gpt":0.2874609212958155,"score_spread":0.2620303836179298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110468871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97289026,0.00016618441,0.00006767635,0.00025746418,0.0009953115,0.0005361401,0.00008897347,0.000015662108,0.024982324],"genre_scores_gemma":[0.9637898,0.00005026078,0.00009653082,0.00001862995,0.000023439861,9.356136e-7,0.00021049379,0.000014947476,0.03579496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992222,0.00005897042,0.00012337425,0.00020751593,0.00024939826,0.00013854506],"domain_scores_gemma":[0.9989018,0.00008592382,0.0005624454,0.00032619396,0.0000885785,0.000035095964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008213576,0.00013934876,0.00027934057,0.00011914604,0.00010967044,0.000004318112,0.00044626527,0.00021150771,0.00012071546],"category_scores_gemma":[0.000011550584,0.00013284112,0.00014516262,0.00012741951,0.000044645825,0.000080229445,0.00005020444,0.00016861268,0.00009529214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035405983,0.0021101208,0.89523214,0.003415177,0.00097440317,0.0000362814,0.023863094,0.00019436446,0.0028509658,0.0070609325,0.03601822,0.024703678],"study_design_scores_gemma":[0.002909566,0.00020628967,0.9454994,0.00054212264,0.00034422602,0.0000014305671,0.046562124,0.0021275233,0.0006805395,0.0003172463,0.0005459214,0.00026361705],"about_ca_topic_score_codex":0.004030254,"about_ca_topic_score_gemma":0.12500541,"teacher_disagreement_score":0.12097515,"about_ca_system_score_codex":0.00009393467,"about_ca_system_score_gemma":0.00005114782,"threshold_uncertainty_score":0.890961},"labels":[],"label_agreement":null},{"id":"W7111291961","doi":"10.1371/journal.pone.0326672.s005","title":"Relationship between special health needs and receiving a mental health disorder diagnosis.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Odds; Odds ratio; Prevalence of mental disorders; Psychological intervention; MEDLINE","score_opus":0.1040289906665693,"score_gpt":0.42178299631296073,"score_spread":0.31775400564639145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111291961","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046291035,0.10923559,0.000004939179,0.13445072,0.003838386,0.009037731,0.66129315,0.00025798692,0.035590477],"genre_scores_gemma":[0.8349379,0.00068010285,0.000057592257,0.005719153,0.0019804684,0.0011101002,0.14910509,0.000064852204,0.0063448073],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99568444,0.00079261133,0.0012044444,0.00082355965,0.00030633356,0.0011885985],"domain_scores_gemma":[0.99683654,0.0013971016,0.00064359134,0.00049973733,0.00004014228,0.0005828618],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037566584,0.00052672066,0.0008490525,0.00057473534,0.0022846165,0.00020924635,0.00034513843,0.00033411913,0.15289438],"category_scores_gemma":[0.00035518856,0.000570186,0.00014668476,0.0012221962,0.000039798553,0.00026332794,0.00034151482,0.0007278837,0.0018543536],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036302077,0.000224509,0.3563267,0.0013510053,0.000048661237,0.0000019045916,0.0031411047,1.6995544e-7,3.951169e-9,0.00034570714,0.51798403,0.120539896],"study_design_scores_gemma":[0.0017011027,0.00036714633,0.57990927,0.0054078135,0.000017620921,0.0000025126067,0.0009946593,0.0000052942232,7.426908e-7,0.00022691074,0.41112715,0.00023981163],"about_ca_topic_score_codex":0.0007357056,"about_ca_topic_score_gemma":0.0009673611,"teacher_disagreement_score":0.7886468,"about_ca_system_score_codex":0.0007526898,"about_ca_system_score_gemma":0.0004996626,"threshold_uncertainty_score":0.999675},"labels":[],"label_agreement":null},{"id":"W7111769287","doi":"","title":"Mental health officiating and performance.","year":2024,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Ontario Tech University; Brock University","funders":"","keywords":"","score_opus":0.02039423659297878,"score_gpt":0.2934676879407535,"score_spread":0.2730734513477747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111769287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95215005,0.0025192732,0.000040046994,0.0019993435,0.00090960396,0.00025884967,0.0000330252,0.00012494875,0.041964844],"genre_scores_gemma":[0.98346627,0.0003148168,0.00004722131,0.0002060029,0.00008349634,6.7022773e-7,0.000033851236,0.000009927296,0.015837766],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993096,0.00003971186,0.000090906426,0.00022998363,0.000075626784,0.00025418788],"domain_scores_gemma":[0.99974525,0.000023494,0.000034437842,0.00008631371,0.0000053528656,0.00010516168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007871067,0.000093368806,0.00010499763,0.00014305858,0.00028698525,0.000030069354,0.00007673311,0.000045343415,0.00057730346],"category_scores_gemma":[7.547168e-7,0.00009310473,0.000031536885,0.00022943014,0.000026825175,0.00013265054,0.000051714364,0.000115210445,0.0001543657],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003978261,0.0003514804,0.13648064,0.0010133801,0.0003215073,0.00049178157,0.008213595,0.000004274287,0.00003771711,0.11971842,0.02224131,0.71072805],"study_design_scores_gemma":[0.0029805498,0.001050772,0.16053149,0.0007839454,0.00009439156,0.00014040439,0.008712647,0.0022877192,0.00008181131,0.00016419063,0.8225533,0.00061878306],"about_ca_topic_score_codex":0.000113956434,"about_ca_topic_score_gemma":0.000025858171,"teacher_disagreement_score":0.800312,"about_ca_system_score_codex":0.0001599319,"about_ca_system_score_gemma":0.000029415105,"threshold_uncertainty_score":0.63210684},"labels":[],"label_agreement":null},{"id":"W7115033255","doi":"","title":"The needs of most or the most in need? Exploring how system reform initiatives assess and meet youth mental health needs at varying levels of severity","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Context (archaeology); Needs assessment; Mental illness; Psychological intervention; Government (linguistics)","score_opus":0.107473322029344,"score_gpt":0.3381713663134787,"score_spread":0.2306980442841347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115033255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92903304,0.0015339354,8.4055856e-8,0.00018563328,0.0021035743,0.0021375467,0.0047454024,0.00007186185,0.0601889],"genre_scores_gemma":[0.99283576,0.0010921296,0.000031290307,0.00014972273,0.00003502273,0.0004744992,0.0007078294,0.00009561061,0.0045781303],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99520826,0.0011217395,0.0015173877,0.0005953545,0.0006847085,0.00087254617],"domain_scores_gemma":[0.99638695,0.00075079483,0.0016107606,0.0008207904,0.00021499234,0.00021572107],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019564088,0.00074810354,0.0012242841,0.0007872683,0.0022693856,0.000085718784,0.00080641656,0.0004555038,0.000046671605],"category_scores_gemma":[0.00013251693,0.00045488877,0.00017665721,0.0019666664,0.0001379436,0.0008579812,0.00032432537,0.0009480431,0.000004099116],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012992568,0.0018708161,0.0065794075,0.02187644,0.0038912317,0.00007994699,0.024605285,0.000013190841,0.0026342892,0.43708718,0.000031924264,0.48833773],"study_design_scores_gemma":[0.0076568243,0.0012707481,0.03654439,0.010371483,0.0006194642,0.000067223176,0.91039014,0.000051174688,0.027426597,0.00059380836,0.0034259253,0.0015822183],"about_ca_topic_score_codex":0.0060461806,"about_ca_topic_score_gemma":0.00744926,"teacher_disagreement_score":0.88578486,"about_ca_system_score_codex":0.0022176981,"about_ca_system_score_gemma":0.00014200945,"threshold_uncertainty_score":0.9997903},"labels":[],"label_agreement":null},{"id":"W7115818476","doi":"","title":"Second-Generation Tamil Youth Mental Health","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tamil; Mental health; Mental healthcare; Thematic analysis; Health care; Qualitative research; Intervention (counseling)","score_opus":0.04648393714495124,"score_gpt":0.3041425123895591,"score_spread":0.25765857524460783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115818476","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12189398,0.00067833054,0.000007723322,0.00021134323,0.006854828,0.0011709838,0.0007403138,0.0002981482,0.86814433],"genre_scores_gemma":[0.04821182,0.000094525574,0.000042002524,0.00027752336,0.00030809504,0.0000063085577,0.011978453,0.0000840032,0.93899727],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979558,0.0002031316,0.0003310892,0.0007046864,0.00025588932,0.00054940075],"domain_scores_gemma":[0.9990456,0.000018238667,0.00036698318,0.0003082515,0.000039515096,0.00022140304],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010573813,0.00039811264,0.00041771508,0.0002985152,0.0005289129,0.00005790672,0.0003377168,0.00034771432,0.27957684],"category_scores_gemma":[0.0000013564713,0.0004489947,0.00015932438,0.00051514676,0.000026672074,0.00017301345,0.000052196476,0.0003276792,0.0020167895],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005843653,0.00030555596,0.0007878496,0.00043983426,0.00048845174,0.00008904748,0.026782487,0.0000020866494,0.000055853394,0.0016755299,0.06677479,0.90201414],"study_design_scores_gemma":[0.004567901,0.0006611143,0.012373768,0.00036557514,0.00027537928,0.0000060765515,0.10002813,0.0000424729,0.0001639892,0.00003411227,0.880448,0.0010334802],"about_ca_topic_score_codex":0.00139833,"about_ca_topic_score_gemma":0.015873257,"teacher_disagreement_score":0.90098065,"about_ca_system_score_codex":0.00038214904,"about_ca_system_score_gemma":0.0001033678,"threshold_uncertainty_score":0.99979615},"labels":[],"label_agreement":null},{"id":"W7117134582","doi":"10.1007/s44192-025-00335-x","title":"Translation, validation and reliability of depression, anxiety, and stress 42 (DASS-42) among Herat University students","year":2025,"lang":"en","type":"article","venue":"Discover Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Reliability (semiconductor); Scale (ratio); Stress (linguistics); Predictive validity; Validity; Test (biology); Test validity","score_opus":0.0150822020407587,"score_gpt":0.3640708193664536,"score_spread":0.34898861732569486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117134582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99518985,0.0012382134,0.000083662,0.0005983437,0.00028966504,0.00090626033,0.00030050936,0.000019547868,0.0013739527],"genre_scores_gemma":[0.9980668,0.00063555053,0.00006443674,0.00012268344,0.000011287604,0.000007359314,0.00023130939,0.000006780881,0.00085383054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987041,0.00023090706,0.00029339336,0.0003736138,0.0001873985,0.00021063031],"domain_scores_gemma":[0.99947244,0.000051402963,0.00014130291,0.00019668257,0.000021970154,0.00011621092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026690273,0.0001343552,0.00022210159,0.00007847347,0.00032431635,0.00002465196,0.00010745183,0.00007132403,0.00007527044],"category_scores_gemma":[0.0000021717115,0.0001240997,0.00003586688,0.00016325737,0.00011383044,0.00031137952,0.00007593854,0.00009288167,0.0000017297847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028626763,0.00045760564,0.9807977,0.00029545874,0.000028721453,7.264907e-7,0.0022800723,0.0000024601536,0.000012676615,0.00021611937,0.00043641028,0.015185758],"study_design_scores_gemma":[0.0024012066,0.000090874775,0.99374497,0.00018966537,0.000024554489,9.5087796e-7,0.0025017047,0.00002429922,0.0004228415,0.00012858458,0.00038496585,0.00008540242],"about_ca_topic_score_codex":0.0024577922,"about_ca_topic_score_gemma":0.00039919475,"teacher_disagreement_score":0.015100355,"about_ca_system_score_codex":0.00014095512,"about_ca_system_score_gemma":0.000039541723,"threshold_uncertainty_score":0.5060639},"labels":[],"label_agreement":null},{"id":"W7117166596","doi":"10.3390/ijerph23010031","title":"A Vignette-Based Measure of Mental Health Literacy (PDR-V): Reliability, Validity, and Mindfulness Associations in a Cross-Sectional Sample","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Kennesaw State University; University of Regina","keywords":"Mental health literacy; Mindfulness; Mental health; Convergent validity; Distress; Depression (economics); Anxiety; Sample (material); Psychological distress","score_opus":0.11485596072451096,"score_gpt":0.4899730179537936,"score_spread":0.3751170572292827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117166596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784859,0.0011742807,0.00036736997,0.017983664,0.0005282621,0.00047119902,0.00073934876,0.00000381901,0.00024618433],"genre_scores_gemma":[0.9983936,0.00017163258,0.00026974294,0.00071602775,0.000089942885,0.000033307384,0.00014127964,0.000008928245,0.00017555307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962186,0.0008798937,0.0010198507,0.00028545884,0.0011141691,0.00048200786],"domain_scores_gemma":[0.9978783,0.0009847997,0.00047448452,0.00013250027,0.00016265853,0.00036724826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005253009,0.0001289654,0.00031164908,0.000811745,0.00029586715,0.00014379424,0.0003149388,0.000093920025,0.00042346845],"category_scores_gemma":[0.0002728942,0.00011902855,0.000069162525,0.0002644488,0.00037091688,0.00038464007,0.00014853345,0.0005063879,0.0000026015314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003450184,0.0020704966,0.9299975,0.000052969724,0.000062520456,0.0000065906447,0.0006421717,0.000001827191,0.00000794178,0.0009935775,0.0005479872,0.06527141],"study_design_scores_gemma":[0.0028589498,0.00081497594,0.9905853,0.00012888826,0.0000012559685,0.000017590404,0.000342705,0.000058722188,0.000033782166,0.002898505,0.0021971574,0.00006212554],"about_ca_topic_score_codex":0.0024368265,"about_ca_topic_score_gemma":0.00024681562,"teacher_disagreement_score":0.06520928,"about_ca_system_score_codex":0.0013991328,"about_ca_system_score_gemma":0.00057928433,"threshold_uncertainty_score":0.48538435},"labels":[],"label_agreement":null},{"id":"W7117247120","doi":"10.47391/jpma.31107","title":"Highlighting Pakistan’s psychiatrist shortage amid a persistent mental health crisis","year":2025,"lang":"en","type":"article","venue":"Journal of the Pakistan Medical Association","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Population; Incentive; Workforce; Depression (economics); Anxiety; Government (linguistics); Quarter (Canadian coin); Health care","score_opus":0.011946400963288603,"score_gpt":0.3798784499764341,"score_spread":0.3679320490131455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117247120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4919343,0.00736543,0.00041378927,0.45100918,0.020086236,0.0010073475,0.00008088909,0.0000884056,0.028014444],"genre_scores_gemma":[0.98095244,0.00022698936,0.00012368216,0.008048283,0.00054669514,0.000010207523,0.0000064585224,0.000018840989,0.010066396],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958022,0.00061858824,0.0014995305,0.00020598249,0.00142317,0.00045049333],"domain_scores_gemma":[0.99756736,0.0002623077,0.0015474478,0.00022245986,0.00014632418,0.00025412816],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003489827,0.0001761882,0.00043304416,0.00014275954,0.00063466013,0.00008001835,0.000516727,0.00021624127,0.0011560036],"category_scores_gemma":[0.00013447787,0.00011602572,0.0004752719,0.0004150047,0.000036706377,0.00009974512,0.00007428395,0.00066716963,0.000049409104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004725867,0.0015194787,0.13140608,0.00016146501,0.0012677863,0.00003196487,0.005508896,0.0000019643965,0.000019243513,0.010202914,0.82744485,0.021962773],"study_design_scores_gemma":[0.017576171,0.0019842898,0.35999492,0.002394367,0.0010201206,0.0001820629,0.05403061,0.00022589884,0.0001266774,0.004690387,0.5569177,0.00085673766],"about_ca_topic_score_codex":0.00026201174,"about_ca_topic_score_gemma":0.00025981985,"teacher_disagreement_score":0.48901817,"about_ca_system_score_codex":0.0025272511,"about_ca_system_score_gemma":0.00030837997,"threshold_uncertainty_score":0.99975705},"labels":[],"label_agreement":null},{"id":"W7117297942","doi":"10.1016/j.jadohealth.2025.11.001","title":"Understanding the Treatment Disparities in Canadian College Students Experiencing Mental Health Problems: A Regression Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Mental health; Mental health service; Regression analysis; Health equity; Health services; MEDLINE","score_opus":0.09556305964368886,"score_gpt":0.4334965893127773,"score_spread":0.3379335296690884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117297942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9261896,0.016501093,0.00032491577,0.05152329,0.002512267,0.0021792965,0.00008537485,0.00001596219,0.000668198],"genre_scores_gemma":[0.9929796,0.0027006795,0.00003692013,0.0035651883,0.000087477354,0.000027582764,0.000014434211,0.000011567799,0.000576537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99682784,0.0005622333,0.0011140996,0.00024585784,0.0004226261,0.00082733744],"domain_scores_gemma":[0.9984532,0.00006716358,0.00069105375,0.00024296077,0.000033993292,0.0005116562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013432021,0.00022405312,0.0006656242,0.0010855218,0.00084948435,0.00006335132,0.00032425698,0.00006600455,0.000076318145],"category_scores_gemma":[0.0000062959984,0.00013891706,0.0001877123,0.0011206351,0.000055224416,0.00012150495,0.000028298611,0.0003119787,0.0000029103617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003257326,0.0016563663,0.9514097,0.00020477088,0.000534393,0.000039082315,0.026738495,0.0000636422,8.1461616e-7,0.0020222447,0.012681625,0.0043231626],"study_design_scores_gemma":[0.005970128,0.0017299991,0.90676385,0.0033314363,0.00013494765,0.00003071321,0.073377535,0.00016069277,0.0000061126207,0.00026691167,0.008018367,0.0002093217],"about_ca_topic_score_codex":0.1965127,"about_ca_topic_score_gemma":0.5419469,"teacher_disagreement_score":0.34543416,"about_ca_system_score_codex":0.012434222,"about_ca_system_score_gemma":0.0011738419,"threshold_uncertainty_score":0.99135685},"labels":[],"label_agreement":null},{"id":"W7117309885","doi":"10.1017/ipm.2025.10153","title":"Global mental health-building capacity and developing links to support postgraduate training in psychiatry in Zambia: Zambia-Ireland Psychiatry Academic Collaboration","year":2025,"lang":"en","type":"article","venue":"Irish Journal of Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"General partnership; Mental health; Child and adolescent psychiatry; Mental health service; Service (business); Training (meteorology); Population","score_opus":0.09645337255834337,"score_gpt":0.4761848716551133,"score_spread":0.37973149909676995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117309885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85534674,0.0039151604,0.00036136273,0.13064839,0.0073570465,0.0006728673,0.000018641056,0.000020265597,0.0016595396],"genre_scores_gemma":[0.9761047,0.00056284835,0.0054990924,0.017282529,0.00045228613,0.000023949451,0.000012847047,0.000013261365,0.00004851714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99607533,0.00042617056,0.0019044346,0.0005354395,0.00038019885,0.0006784121],"domain_scores_gemma":[0.9986044,0.00011870378,0.00063823245,0.0001766959,0.00009070485,0.00037126016],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022225494,0.00031719662,0.0008841347,0.00064278085,0.00018581947,0.000026530546,0.00034321944,0.000500664,0.00011063104],"category_scores_gemma":[0.00015364897,0.0002543686,0.00006062415,0.0016749974,0.0001562936,0.00020069783,0.000054923265,0.001332651,0.0000061281917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018519735,0.00048334987,0.8092894,0.00013469317,0.0000742802,0.00010871596,0.0051696314,0.000006029925,0.000072667906,0.0054295766,0.058963723,0.11841596],"study_design_scores_gemma":[0.009479286,0.002629276,0.9670827,0.0027102176,0.000028205906,0.00048470034,0.005049346,0.000007454527,0.0000030588062,0.011151469,0.0011418028,0.0002324772],"about_ca_topic_score_codex":0.00021394277,"about_ca_topic_score_gemma":0.0009281182,"teacher_disagreement_score":0.1577933,"about_ca_system_score_codex":0.0004899913,"about_ca_system_score_gemma":0.00019271349,"threshold_uncertainty_score":0.9999909},"labels":[],"label_agreement":null},{"id":"W7117321470","doi":"10.1111/phn.70061","title":"Improving Mental Health Knowledge Among Brazilian Community Health Agents in a Training Program for a Self‐Reported Mental Health Assessment","year":2025,"lang":"en","type":"article","venue":"Public Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Society of Canada; University of Waterloo","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Mental health; Public health; Community health; MEDLINE; Health education; Mental health nursing; Health assessment","score_opus":0.15372444526590942,"score_gpt":0.5258496480153882,"score_spread":0.3721252027494788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117321470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57732403,0.013114935,0.003880697,0.33646765,0.011393317,0.042710938,0.000713967,0.0021923597,0.012202082],"genre_scores_gemma":[0.9670242,0.0002653863,0.010348593,0.015825614,0.00020092969,0.002797381,0.0027558166,0.00014254684,0.00063950464],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98636425,0.004163832,0.003304043,0.0013147339,0.0005700216,0.0042831013],"domain_scores_gemma":[0.994526,0.000323806,0.0020318087,0.0010284726,0.00012180164,0.0019680718],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011490387,0.0007734538,0.001765898,0.0012654539,0.0054004965,0.00032209235,0.0007135835,0.00025802708,0.00008899233],"category_scores_gemma":[0.000069623864,0.000837835,0.00026340218,0.001879699,0.00024695904,0.0006453975,0.00017417829,0.0015786092,0.000009795041],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00010741365,0.0090347435,0.017557982,0.0020530915,0.00016403946,0.0000022759227,0.0906334,5.3335367e-7,7.8626545e-7,0.0015557153,0.022996217,0.8558938],"study_design_scores_gemma":[0.02465684,0.010040019,0.716194,0.00855232,0.000035199275,0.00010186347,0.114682086,0.011365184,0.000003449696,0.0005475993,0.11240954,0.0014119502],"about_ca_topic_score_codex":0.034928635,"about_ca_topic_score_gemma":0.01861831,"teacher_disagreement_score":0.8544819,"about_ca_system_score_codex":0.016590722,"about_ca_system_score_gemma":0.008905903,"threshold_uncertainty_score":0.99940723},"labels":[],"label_agreement":null},{"id":"W7117326743","doi":"10.1002/alz70858_102494","title":"Exploring dementia‐related stigma in conversation between a racialized person living with dementia and their family care partner","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Conversation; Stigma (botany); Dementia; Everyday life; Conversation analysis; Family member","score_opus":0.09417389756866452,"score_gpt":0.3367565864124563,"score_spread":0.2425826888437918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117326743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8654778,0.12706694,0.00021842966,0.00027997408,0.0005740466,0.001065911,0.000017100512,0.00009815987,0.0052016536],"genre_scores_gemma":[0.99864435,0.00019067552,0.00022512504,0.00021014015,0.00004997981,0.0004780703,0.00014381642,0.000036311038,0.00002151907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977669,0.0003131567,0.00050669094,0.00063687254,0.00018804637,0.00058834784],"domain_scores_gemma":[0.99915427,0.00017902305,0.0001919566,0.00030019076,0.000058744576,0.00011582928],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036519216,0.0003619023,0.00040096193,0.0003161962,0.0003370044,0.00008848073,0.00018995978,0.0001266285,0.00042029278],"category_scores_gemma":[0.0000064053675,0.00031173803,0.000066281944,0.00044756633,0.0000933227,0.00047771583,0.0001017925,0.00021289088,0.00004384855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011197543,0.00013708897,0.70029825,0.00004739178,0.015121704,0.0000136234585,0.024099225,0.0000030798556,0.00008201128,0.0005631999,0.0001766828,0.25934577],"study_design_scores_gemma":[0.0042890757,0.00022144466,0.95204353,0.00038021582,0.011088071,0.0000015428468,0.02846294,0.000058819525,0.0010803526,0.00009269766,0.0018234849,0.0004578332],"about_ca_topic_score_codex":0.0014896783,"about_ca_topic_score_gemma":0.0004259729,"teacher_disagreement_score":0.25888792,"about_ca_system_score_codex":0.000030014822,"about_ca_system_score_gemma":0.000040241073,"threshold_uncertainty_score":0.9999335},"labels":[],"label_agreement":null},{"id":"W7117355889","doi":"10.1007/978-981-95-2050-3_10","title":"Qatar’s Mental Health Policies in Action: Exploring Patient Perspectives on Access and Care Services","year":2025,"lang":"en","type":"book-chapter","venue":"Gulf Studies","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Apprehension; Mental health; Thematic analysis; Health care; Qualitative research; Health policy; Public health; Feeling","score_opus":0.19635099400124234,"score_gpt":0.4533824399065325,"score_spread":0.25703144590529015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117355889","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23104559,0.22629553,2.519385e-7,0.005807077,0.004225238,0.0024769756,0.0005833646,0.00014775088,0.52941823],"genre_scores_gemma":[0.6021408,0.17561667,0.000056709658,0.0024323023,0.0009508692,0.0013905311,0.0003745415,0.00012522358,0.21691234],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984001,0.000042293002,0.00039178133,0.00061277504,0.00020851158,0.00034452722],"domain_scores_gemma":[0.9993062,0.00008378632,0.00022912338,0.00025558667,0.000058951096,0.00006634527],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000055854794,0.0004057337,0.00061012554,0.00036346362,0.00050253456,0.000048202266,0.00016037293,0.00010405199,0.00013465066],"category_scores_gemma":[0.0000021234778,0.0003504753,0.00006519112,0.000055329307,0.00010446033,0.00017941257,0.00033330568,0.0002648259,0.000026947439],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005230353,0.00022341398,0.0038568208,0.003125351,0.0010287411,0.000048873088,0.62417173,0.0000018333018,3.1123523e-7,0.060094167,0.007939358,0.29898635],"study_design_scores_gemma":[0.0018434305,0.0011924892,0.015336769,0.004634619,0.00007483678,0.000006827799,0.85120225,4.1999502e-7,0.000017874963,0.0016924773,0.12333348,0.0006645259],"about_ca_topic_score_codex":0.0014806732,"about_ca_topic_score_gemma":0.0034785108,"teacher_disagreement_score":0.3710952,"about_ca_system_score_codex":0.00073068537,"about_ca_system_score_gemma":0.000025937004,"threshold_uncertainty_score":0.99989474},"labels":[],"label_agreement":null},{"id":"W7117561510","doi":"10.4103/jgmh.jgmh_15_25","title":"Longitudinal insights into psychiatric presentations and service utilization among older adults in Alberta from 2017 to 2022: Effects of the COVID-19 pandemic","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; Pandemic; Mental health; Residence; Telepsychiatry; Health care; Cohort; Ambulatory care; Mental health care; Longitudinal study","score_opus":0.029896763133701217,"score_gpt":0.39585881172412996,"score_spread":0.36596204859042875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117561510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980479,0.008121594,0.00017443618,0.007212406,0.0022741256,0.0015625977,0.000012336984,0.000005595239,0.00015787828],"genre_scores_gemma":[0.9956823,0.0010564063,0.00013201362,0.0026344655,0.00011202809,0.000039096973,0.00001966236,0.000010597862,0.00031340664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977727,0.00047134116,0.0009398576,0.00027913382,0.000279727,0.00025722783],"domain_scores_gemma":[0.9981078,0.00046914147,0.0008143097,0.0002394016,0.00006250925,0.00030683374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003259483,0.0001749749,0.00039782448,0.00052406464,0.0003115652,0.00002014786,0.00028692847,0.000102377046,0.00007987927],"category_scores_gemma":[0.000059284775,0.00012729432,0.00007110923,0.0013083364,0.00003511228,0.00018196527,0.000100134115,0.00023871056,0.0000050138237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060490007,0.0006425077,0.96770436,0.00096768484,0.000066110486,0.0000063316943,0.014693732,0.000009859002,0.00001481709,0.00017770441,0.0078000138,0.0073119844],"study_design_scores_gemma":[0.004996696,0.00029418277,0.99189085,0.0003334983,0.000049107282,0.00001684048,0.0011639314,0.000046132678,0.000026566391,0.0005793212,0.0005146432,0.00008820928],"about_ca_topic_score_codex":0.0360938,"about_ca_topic_score_gemma":0.02671601,"teacher_disagreement_score":0.024186516,"about_ca_system_score_codex":0.00038904423,"about_ca_system_score_gemma":0.0002948728,"threshold_uncertainty_score":0.99104387},"labels":[],"label_agreement":null},{"id":"W7117571531","doi":"10.1186/s12875-025-03132-1","title":"Screening tools for ruling out mood and anxiety disorders in adults in primary care: a rapid systematic review","year":2025,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Memorial Chiropractic College; University of British Columbia; North Island College; Centre for Disability Prevention and Rehabilitation; Ontario Tech University","funders":"","keywords":"Anxiety; Depression (economics); Reliability (semiconductor); Mood; Primary care; Mood disorders; MEDLINE","score_opus":0.022731005357355623,"score_gpt":0.3281292265308932,"score_spread":0.3053982211735376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117571531","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17380778,0.76802087,0.0005682445,0.00035164246,0.00069018867,0.016388595,0.0001774198,0.00010731761,0.03988796],"genre_scores_gemma":[0.970202,0.016607476,0.003101278,0.0029720643,0.00005642293,0.0051722513,0.0014582541,0.00005255791,0.00037768652],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9980448,0.00023222432,0.00069020945,0.0005079194,0.00013522354,0.00038964456],"domain_scores_gemma":[0.99901986,0.0003483264,0.00015503942,0.00037810009,0.000040249623,0.00005843204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032890335,0.00024509736,0.00075725565,0.0001648365,0.00010693212,0.00004025478,0.00020663296,0.00012645427,0.000013169567],"category_scores_gemma":[0.000058910624,0.00022162974,0.00011617519,0.0002586986,0.000026356807,0.00021605912,0.0001041926,0.00016389813,0.0000050343156],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036458136,0.00009512448,0.07062318,0.7936748,0.00003445645,0.0000034693348,0.0035547293,0.0000015979928,0.0000022365348,0.00009335323,0.0001363279,0.13141613],"study_design_scores_gemma":[0.01975658,0.00045049592,0.37149057,0.5832902,0.00057175994,0.0000100220705,0.022230482,0.000055750937,0.000020940886,0.00013438323,0.00096758263,0.0010212433],"about_ca_topic_score_codex":0.0001493959,"about_ca_topic_score_gemma":0.0013755092,"teacher_disagreement_score":0.7963942,"about_ca_system_score_codex":0.000458212,"about_ca_system_score_gemma":0.000097283926,"threshold_uncertainty_score":0.90377986},"labels":[],"label_agreement":null},{"id":"W7118097633","doi":"10.1093/geroni/igaf122.3417","title":"Depression Disparities in Older Korean and Chinese Immigrants in the United States","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Depression (economics); Immigration; Patient Health Questionnaire; Mental health; Geriatric Depression Scale; Socioeconomic status; Depressive symptoms; Chinese americans","score_opus":0.02187262079543005,"score_gpt":0.3795020432981016,"score_spread":0.35762942250267155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118097633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955972,0.00022900112,0.000035670426,0.0021755185,0.00014043509,0.000259258,0.0000022532683,0.0000105148765,0.0015501785],"genre_scores_gemma":[0.9978401,0.000023614833,0.0000144007,0.0017463649,0.000009612574,0.000085231135,0.000105466854,0.0000035473468,0.00017165077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993006,0.00009100124,0.00028920805,0.00012751699,0.00005538039,0.00013630351],"domain_scores_gemma":[0.9997012,0.00014113344,0.000047230504,0.00009064582,0.000015013914,0.0000047525073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036059448,0.000068342924,0.00008159501,0.0007496708,0.000051273833,0.000026702251,0.000069935595,0.00003473772,0.000021075117],"category_scores_gemma":[0.000017659027,0.00004690454,0.0000038384396,0.0020491316,0.00002165718,0.000092247545,0.000022742908,0.00013475414,0.0000014471431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002646885,0.000088075634,0.9795973,0.00003671413,0.0000020916143,0.000009371928,0.0055037267,0.000009186257,0.000012923988,0.0040250137,0.00013243446,0.01055672],"study_design_scores_gemma":[0.001127209,0.000004475589,0.991977,0.00021359701,8.4805265e-7,8.224125e-7,0.0023743866,0.00029565365,0.000028244507,0.0038667668,0.0000698173,0.000041213163],"about_ca_topic_score_codex":0.010970251,"about_ca_topic_score_gemma":0.0019826225,"teacher_disagreement_score":0.012379693,"about_ca_system_score_codex":0.000029978188,"about_ca_system_score_gemma":0.00000429312,"threshold_uncertainty_score":0.9956158},"labels":[],"label_agreement":null},{"id":"W7120333183","doi":"","title":"Cultural adaptation of Mental Illness: Clinicians\\' Attitudes Scale (MICA-4) to Brazilian Portuguese","year":2018,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Portuguese; Mental health; Scale (ratio); Brazilian Portuguese; Acculturation","score_opus":0.03778488789018691,"score_gpt":0.3413015074032841,"score_spread":0.30351661951309716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120333183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9216353,0.001983138,0.00037909654,0.004741476,0.009155035,0.0034121883,0.0008448878,0.00030734757,0.057541527],"genre_scores_gemma":[0.9821967,0.0006208132,0.002245557,0.00040533656,0.0013239721,0.00084615196,0.007538446,0.00017536098,0.004647681],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912476,0.00093998725,0.0027049708,0.0020043447,0.0016123435,0.0014907321],"domain_scores_gemma":[0.99403435,0.0002966142,0.0020061696,0.001175955,0.0013157225,0.00117118],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00093360664,0.0013233662,0.0015916916,0.0010714248,0.0015820555,0.00024393594,0.0013953641,0.0017855315,0.00061386806],"category_scores_gemma":[0.00027855096,0.001294679,0.0006900665,0.0013603681,0.00008405902,0.00079061644,0.0002735121,0.0010588934,0.0003163132],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021787664,0.02210914,0.015053275,0.00556133,0.004639813,0.00083642313,0.22407304,0.0001226986,0.020018788,0.35933265,0.023042304,0.30342287],"study_design_scores_gemma":[0.00552484,0.0014836665,0.08666437,0.0026639472,0.0007406266,0.0004885746,0.034674287,0.00039953348,0.0041792146,0.00010550486,0.8608255,0.0022499445],"about_ca_topic_score_codex":0.000059150276,"about_ca_topic_score_gemma":0.0029541438,"teacher_disagreement_score":0.83778316,"about_ca_system_score_codex":0.0012712079,"about_ca_system_score_gemma":0.000755104,"threshold_uncertainty_score":0.9999518},"labels":[],"label_agreement":null},{"id":"W7124357927","doi":"","title":"Reflections on Institutional Corruption in Mental Health Policy Implementation: Global Insights and the Eastern European Experience.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Mental health; Language change; Psychosocial; Principal (computer security); Power (physics); Social capital; Government (linguistics); Depression (economics)","score_opus":0.08526755534407295,"score_gpt":0.47064737286464514,"score_spread":0.3853798175205722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124357927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80081195,0.00045378564,0.00003851499,0.017299632,0.0010561042,0.001594811,0.000025021614,0.000032204727,0.178688],"genre_scores_gemma":[0.9929802,0.00006062358,0.0000075557614,0.004644467,0.00010648629,0.0012191865,0.000046493675,0.0000031240936,0.00093187427],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99892944,0.00028163535,0.00023924686,0.00020592623,0.00010100632,0.00024272686],"domain_scores_gemma":[0.99972916,0.000022054992,0.00006445938,0.00011196069,0.000008284368,0.00006411114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021945292,0.000086969514,0.00009513378,0.000112020796,0.00042722325,0.000037987662,0.000084250176,0.000019371217,0.000035033318],"category_scores_gemma":[0.000005856423,0.000062317835,0.000020466316,0.0003698357,0.00011889746,0.00009129623,0.000042569653,0.00006806048,0.00002258297],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042182844,0.000189321,0.040821638,0.000010134532,0.000022588107,0.0000037782281,0.006046187,0.0000012808772,2.4505556e-7,0.40193164,0.0007468421,0.5498045],"study_design_scores_gemma":[0.004076891,0.000035724224,0.9742605,0.000013155964,0.0000029685182,0.0000075840658,0.0028560995,0.0000063334023,0.0000025918607,0.0011897363,0.017497147,0.000051263156],"about_ca_topic_score_codex":0.003672169,"about_ca_topic_score_gemma":0.0022008002,"teacher_disagreement_score":0.93343884,"about_ca_system_score_codex":0.00043414172,"about_ca_system_score_gemma":0.000037898753,"threshold_uncertainty_score":0.5551246},"labels":[],"label_agreement":null},{"id":"W7124742311","doi":"10.46829/hsijournal.2025.12.7.2.1348-1359","title":"Progress and challenges in implementation of the WHO special initiative on mental health in Ghana (2019 - 2023): A narrative review","year":2025,"lang":"","type":"article","venue":"Health Sciences Investigations Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Mental health; Psychosocial; Inclusion (mineral); Grey literature; Stigma (botany); Universal design; Health policy; Service provider; Government (linguistics)","score_opus":0.16982437227726052,"score_gpt":0.49624003200609673,"score_spread":0.32641565972883624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124742311","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14359766,0.29910734,0.0000012582389,0.5481806,0.0023911402,0.004206029,0.00012569447,0.000004017895,0.0023862743],"genre_scores_gemma":[0.39621404,0.5692461,0.0005483678,0.032960895,0.0004937284,0.00028719337,0.000044455504,0.000017326045,0.00018789129],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9928569,0.0030031237,0.0020937847,0.0005915828,0.000585095,0.0008694673],"domain_scores_gemma":[0.9976841,0.00021204159,0.0014733837,0.00023055663,0.000090133355,0.0003097733],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0059866356,0.0003026377,0.0007662412,0.00089960074,0.002212976,0.0000821146,0.00047667485,0.000087869616,0.00040377275],"category_scores_gemma":[0.0000689574,0.00020822011,0.00007687113,0.0021081935,0.0016006756,0.0004402887,0.00013332619,0.0007718785,0.00000574361],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015775597,0.0013511112,0.08483622,0.006788693,0.000092392744,0.0000070770398,0.26466838,0.000010647547,0.0000011402625,0.057422575,0.05150717,0.5331568],"study_design_scores_gemma":[0.008556792,0.006378103,0.5970668,0.08908514,0.000043294436,0.00012074344,0.26266748,0.00015513449,0.00008844732,0.018395388,0.016864926,0.00057774957],"about_ca_topic_score_codex":0.00084197824,"about_ca_topic_score_gemma":0.009959931,"teacher_disagreement_score":0.53257906,"about_ca_system_score_codex":0.0010192166,"about_ca_system_score_gemma":0.0032780825,"threshold_uncertainty_score":0.999086},"labels":[],"label_agreement":null},{"id":"W7127239275","doi":"","title":"Associations Between Media and Perceptions of Self-Stigma in Persons with Self-Reported Mental Illness and Substance Use Disorder: A Secondary Cross-Sectional Analysis","year":2025,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental illness; Social media; Substance use; Stigma (botany); Mass media; Perception; Association (psychology)","score_opus":0.011090851404233602,"score_gpt":0.2678129337761044,"score_spread":0.2567220823718708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127239275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931147,0.000092313465,0.000009270087,0.0006802215,0.00014737113,0.00060337485,0.0030784726,0.00012885893,0.0021454252],"genre_scores_gemma":[0.94876397,0.00036492987,0.0005245632,0.00001617894,0.000024094155,0.000009457336,0.012697377,0.000026248017,0.037573207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825335,0.0001984593,0.00033860232,0.00065660774,0.00025371715,0.00029928624],"domain_scores_gemma":[0.9987247,0.0003405135,0.00046479472,0.00024443248,0.000066426015,0.00015911057],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000065400585,0.00032444077,0.00061315665,0.0010795506,0.0005898147,0.00008790648,0.00016903652,0.00040239474,0.0005784656],"category_scores_gemma":[0.0000071184763,0.00035413733,0.00013280407,0.0014189273,0.00009544699,0.0010346741,0.00004931239,0.00041796055,0.0000020253265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022090704,0.00028939103,0.98386395,0.000108928136,0.0022468993,0.000042131494,0.011728211,0.0000018939215,2.4638337e-7,0.00031525915,0.001016967,0.00016519739],"study_design_scores_gemma":[0.0015427367,0.00006667499,0.98775065,0.00006379182,0.0013797223,4.0468822e-7,0.008404233,0.0000037568457,0.000006474535,0.000026678152,0.00044746717,0.00030739934],"about_ca_topic_score_codex":0.017484613,"about_ca_topic_score_gemma":0.018515948,"teacher_disagreement_score":0.044350747,"about_ca_system_score_codex":0.00020374356,"about_ca_system_score_gemma":0.00020670709,"threshold_uncertainty_score":0.99989104},"labels":[],"label_agreement":null},{"id":"W7128429811","doi":"10.60058/gsu.fp.2014.107.5-33","title":"Депресия и социално функциониране при лица в напреднала и старческа възраст – потребители на социални услуги","year":2014,"lang":"","type":"article","venue":"Годишник на Софийския университет \"Св Климент Охридски\" Факултет по педагогика Книга Социални дейности","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.03858690829094771,"score_gpt":0.4065810707189792,"score_spread":0.3679941624280315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128429811","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42082,0.037263222,0.0036373928,0.017955737,0.053124968,0.022149218,0.003941634,0.00649243,0.4346154],"genre_scores_gemma":[0.8400952,0.0070648664,0.0033071565,0.014009511,0.0158019,0.0041229078,0.0036064219,0.0034778614,0.10851414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.93065774,0.00959501,0.015193982,0.016015217,0.0092699025,0.01926814],"domain_scores_gemma":[0.9549657,0.006605491,0.008888613,0.016680988,0.0025478143,0.010311402],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.012441391,0.0132889515,0.013377409,0.006135691,0.009144929,0.0044680554,0.013972749,0.009794733,0.07827145],"category_scores_gemma":[0.0020356525,0.013990771,0.006931218,0.008959091,0.0055221263,0.0052290456,0.0057001626,0.011782555,0.077705905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011791174,0.025733458,0.038998604,0.007825702,0.009334521,0.0042019845,0.016088042,0.00041708344,0.0051491736,0.07115673,0.4050586,0.40424493],"study_design_scores_gemma":[0.04655126,0.010770783,0.039740425,0.004525669,0.006025084,0.002476707,0.0059183175,0.004573388,0.007843857,0.0128745595,0.8397146,0.018985393],"about_ca_topic_score_codex":0.007429176,"about_ca_topic_score_gemma":0.0029941802,"teacher_disagreement_score":0.43465596,"about_ca_system_score_codex":0.005076843,"about_ca_system_score_gemma":0.0025492122,"threshold_uncertainty_score":0.99918044},"labels":[],"label_agreement":null},{"id":"W7128720946","doi":"10.26180/7781090","title":"The delivery and receipt of mental illness information in Australia","year":2019,"lang":"","type":"dissertation","venue":"Monash University","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Receipt; Helpfulness; Mental illness; Mental health; Quarter (Canadian coin)","score_opus":0.01894908945751666,"score_gpt":0.2998234006988105,"score_spread":0.28087431124129386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128720946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920293,0.0002599602,0.0000012950314,0.00012778734,0.0016340686,0.0010992442,0.00017510558,0.000006913209,0.004666322],"genre_scores_gemma":[0.9771421,0.0019730402,0.000007535161,0.000017110657,0.000010874289,0.0000021114936,0.0009142009,0.0000070988267,0.019925907],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985927,0.00020770007,0.00041045187,0.00025388075,0.00022130106,0.0003139823],"domain_scores_gemma":[0.9989454,0.000119687546,0.00052155455,0.00024961814,0.000086252534,0.000077483775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023987338,0.0002520315,0.0003235895,0.00026689118,0.00047100338,0.000030511195,0.0003037755,0.00036306022,0.00023590382],"category_scores_gemma":[0.0000050999515,0.00023648512,0.000077841665,0.0002797184,0.00010798661,0.00063758774,0.00008297919,0.000303118,0.00013048192],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017812427,0.0010728425,0.3413275,0.0024794382,0.00065229944,0.000074067255,0.11192943,0.000028200528,0.00022896919,0.006813125,0.0051401923,0.5124415],"study_design_scores_gemma":[0.005620591,0.00040165582,0.8273003,0.0004452235,0.00016119961,0.0000043383366,0.14172027,0.00022413378,0.00051427726,0.000072934155,0.023029584,0.0005055084],"about_ca_topic_score_codex":0.0075885793,"about_ca_topic_score_gemma":0.0015505495,"teacher_disagreement_score":0.511936,"about_ca_system_score_codex":0.0003080208,"about_ca_system_score_gemma":0.00005318812,"threshold_uncertainty_score":0.99902},"labels":[],"label_agreement":null},{"id":"W7128743818","doi":"10.26180/7781090.v1","title":"The delivery and receipt of mental illness information in Australia","year":2019,"lang":"","type":"dissertation","venue":"Monash University","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Receipt; Helpfulness; Mental illness; Mental health; Quarter (Canadian coin)","score_opus":0.01894908945751666,"score_gpt":0.2998234006988105,"score_spread":0.28087431124129386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128743818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920293,0.0002599602,0.0000012950314,0.00012778734,0.0016340686,0.0010992442,0.00017510558,0.000006913209,0.004666322],"genre_scores_gemma":[0.9771421,0.0019730402,0.000007535161,0.000017110657,0.000010874289,0.0000021114936,0.0009142009,0.0000070988267,0.019925907],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985927,0.00020770007,0.00041045187,0.00025388075,0.00022130106,0.0003139823],"domain_scores_gemma":[0.9989454,0.000119687546,0.00052155455,0.00024961814,0.000086252534,0.000077483775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023987338,0.0002520315,0.0003235895,0.00026689118,0.00047100338,0.000030511195,0.0003037755,0.00036306022,0.00023590382],"category_scores_gemma":[0.0000050999515,0.00023648512,0.000077841665,0.0002797184,0.00010798661,0.00063758774,0.00008297919,0.000303118,0.00013048192],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017812427,0.0010728425,0.3413275,0.0024794382,0.00065229944,0.000074067255,0.11192943,0.000028200528,0.00022896919,0.006813125,0.0051401923,0.5124415],"study_design_scores_gemma":[0.005620591,0.00040165582,0.8273003,0.0004452235,0.00016119961,0.0000043383366,0.14172027,0.00022413378,0.00051427726,0.000072934155,0.023029584,0.0005055084],"about_ca_topic_score_codex":0.0075885793,"about_ca_topic_score_gemma":0.0015505495,"teacher_disagreement_score":0.511936,"about_ca_system_score_codex":0.0003080208,"about_ca_system_score_gemma":0.00005318812,"threshold_uncertainty_score":0.99902},"labels":[],"label_agreement":null},{"id":"W7131243080","doi":"10.4324/9781003579465-7","title":"International Platform for Psychologists","year":2024,"lang":"en","type":"book-chapter","venue":"Psychology Press eBooks","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Statute; Set (abstract data type); European union","score_opus":0.16228640029394262,"score_gpt":0.4527577253005595,"score_spread":0.2904713250066169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131243080","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005118822,0.002705307,0.00015944103,0.00056801166,0.022191761,0.0018995517,0.000772795,0.0003666297,0.97128534],"genre_scores_gemma":[0.0019387539,0.00020226909,0.00034738236,0.002080971,0.0018965872,0.0012331903,0.0005012866,0.00021972138,0.99157983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685913,0.000016942951,0.000798056,0.001414392,0.00025050296,0.0006609748],"domain_scores_gemma":[0.9982139,0.00017051169,0.00037129514,0.0009703405,0.00008727745,0.00018666941],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025517092,0.0006810385,0.00062236737,0.00034270677,0.00014948503,0.00007846547,0.0009511152,0.0012706899,0.003468673],"category_scores_gemma":[0.0000051951606,0.00062489114,0.0004178941,0.000007867701,0.00029974387,0.00005160464,0.00015749404,0.00079460256,0.0018780429],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007168452,0.00009017891,0.000004235376,0.00010977064,0.0008813986,0.0002069622,0.00027158187,5.858042e-8,0.0000075044886,0.6898693,0.15833807,0.1495041],"study_design_scores_gemma":[0.0017164963,0.00033164088,0.000036850575,0.00014398797,0.00019565815,0.00016127911,0.0000073152987,0.0000028568613,0.000013133285,0.10788458,0.88904136,0.00046484475],"about_ca_topic_score_codex":0.000034171884,"about_ca_topic_score_gemma":0.000014827678,"teacher_disagreement_score":0.7307033,"about_ca_system_score_codex":0.000108850225,"about_ca_system_score_gemma":0.000014194259,"threshold_uncertainty_score":0.99962026},"labels":[],"label_agreement":null},{"id":"W7132009102","doi":"","title":"Cross-cultural validation of the perceptions of stigmatization by others for seeking help (PSOSH) scale","year":2019,"lang":"en","type":"article","venue":"NOVA (University of Newcastle Australia)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Stigma (botany); Scale (ratio); Construct validity; Measurement invariance; Social perception; Social distance; Metric (unit); Mental health","score_opus":0.12134826667681793,"score_gpt":0.4026329588344468,"score_spread":0.28128469215762886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132009102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966652,0.000006063647,0.00066459045,0.0002058653,0.0002604847,0.0004885936,0.00019381239,0.000008168843,0.0015072629],"genre_scores_gemma":[0.98038405,0.0000018345495,0.00040865334,0.00000912458,0.000012464283,5.7850957e-7,0.000085979846,0.000005742232,0.01909155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994329,0.000036188907,0.00014090644,0.00013896877,0.00012881303,0.00012219943],"domain_scores_gemma":[0.9993715,0.000033829067,0.00026305465,0.00017434948,0.00013092115,0.000026310287],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008607109,0.00006988922,0.00014528792,0.000046592075,0.00010701251,0.000006376578,0.0001781638,0.00008253891,0.0034796349],"category_scores_gemma":[0.0000033782921,0.00006552333,0.00009373882,0.00017589232,0.00013386698,0.00024274355,0.000026585414,0.000046369103,0.000036202313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037845902,0.00048837636,0.80384815,0.0005387099,0.00014166006,3.6452974e-7,0.010857892,0.00027693578,0.1666233,0.001177246,0.0086744325,0.0069944994],"study_design_scores_gemma":[0.004036886,0.0003469447,0.9515858,0.00019405698,0.00013689027,0.0000034302382,0.022026693,0.00021943139,0.019876456,0.00013029628,0.0012434105,0.00019969062],"about_ca_topic_score_codex":0.0017148948,"about_ca_topic_score_gemma":0.00011085466,"teacher_disagreement_score":0.14773768,"about_ca_system_score_codex":0.00004360637,"about_ca_system_score_gemma":0.0000089732375,"threshold_uncertainty_score":0.99743134},"labels":[],"label_agreement":null},{"id":"W7132120497","doi":"","title":"Stigma of seeking psychological services: examining college students across ten countries/regions","year":2017,"lang":"en","type":"article","venue":"NOVA (University of Newcastle Australia)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Help-seeking; Assertion; Structural equation modeling; Path analysis (statistics); Social stigma","score_opus":0.35360175448104825,"score_gpt":0.47862445332038916,"score_spread":0.12502269883934092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132120497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924424,0.000021512753,0.000060289138,0.0003212995,0.00055900414,0.00033822103,0.00031608227,0.000029694338,0.0059114685],"genre_scores_gemma":[0.98834586,0.000014346545,0.00036490793,0.00004982726,0.00004955111,8.222563e-7,0.00002536888,0.000011328099,0.011138006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985345,0.00006298077,0.00023053079,0.0003974064,0.00034224763,0.00043234165],"domain_scores_gemma":[0.99840313,0.00006509145,0.00056343805,0.0007189847,0.00010827759,0.00014107068],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025130223,0.00017715327,0.00038872732,0.00007956216,0.0008404184,0.000035028137,0.0011937693,0.00021764037,0.0024782482],"category_scores_gemma":[0.0000050493795,0.0001967805,0.000090697125,0.00012871448,0.0004195253,0.0003512871,0.00031517606,0.00017463061,0.00020754193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008477032,0.0012590402,0.9750996,0.00029615045,0.00034902705,0.00056965253,0.010228613,0.0000028673953,0.0006411771,0.0023764488,0.004578724,0.003750966],"study_design_scores_gemma":[0.0033035974,0.00040023573,0.9771315,0.00017653692,0.00006917652,0.000023066692,0.01687094,0.000006166999,0.000059599253,0.000082243634,0.0017030331,0.00017389435],"about_ca_topic_score_codex":0.0069016973,"about_ca_topic_score_gemma":0.0016433458,"teacher_disagreement_score":0.006642327,"about_ca_system_score_codex":0.000058970967,"about_ca_system_score_gemma":0.00001056735,"threshold_uncertainty_score":0.99971145},"labels":[],"label_agreement":null},{"id":"W7132886335","doi":"","title":"Support Seeking on Campus: The Unique Support-seeking Experiences of Racialized University Students","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Mental health; Intersectionality; Thematic analysis; Reflexivity; Theme (computing); Qualitative research; White (mutation)","score_opus":0.047314910828824136,"score_gpt":0.44329031350244047,"score_spread":0.3959754026736163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132886335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752282,0.00011160859,0.00002351973,0.00035831126,0.005818033,0.0022045746,0.000054229466,0.000115505194,0.016086033],"genre_scores_gemma":[0.85746807,0.0004988972,0.000015776452,0.00016628086,0.00016314097,0.00009623557,0.0007538493,0.00008311262,0.14075464],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9949535,0.001015193,0.0008938893,0.0010720184,0.0011298925,0.00093546684],"domain_scores_gemma":[0.9964419,0.00059910334,0.0016786343,0.0008685282,0.00017623053,0.00023558056],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011530286,0.0007295982,0.0010106207,0.00047877207,0.0012538576,0.000081176484,0.0015761745,0.00065218925,0.005585156],"category_scores_gemma":[0.000056072462,0.000625352,0.00036118852,0.0010175987,0.00024252094,0.00017022593,0.0002097301,0.00073991605,0.0005672127],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033301706,0.0010920691,0.015742438,0.0006438365,0.0006424951,0.00052861444,0.9649861,0.00000539335,0.00026456226,0.0006232497,0.00481776,0.0073233084],"study_design_scores_gemma":[0.0029477857,0.0012041166,0.019233016,0.0006954824,0.00036422125,0.0000071568634,0.96786654,0.000021765813,0.0012605927,0.000046966037,0.005766427,0.00058591523],"about_ca_topic_score_codex":0.003259942,"about_ca_topic_score_gemma":0.0011631589,"teacher_disagreement_score":0.124668606,"about_ca_system_score_codex":0.00036230352,"about_ca_system_score_gemma":0.00032136764,"threshold_uncertainty_score":0.9996198},"labels":[],"label_agreement":null},{"id":"W7132909979","doi":"","title":"Using a Data-Driven Population Segmentation Approach to Improve our Understanding of Mental Health and Associated Mental Healthcare Service Use Patterns in Ontario, Canada.","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Population; Mental health service; Health care; Service (business); Psychological intervention","score_opus":0.19974908526065194,"score_gpt":0.44603984578516637,"score_spread":0.24629076052451443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132909979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98494637,0.00058939576,0.000084196334,0.003215167,0.002966978,0.005270762,0.0028256588,0.000029086243,0.0000723879],"genre_scores_gemma":[0.9241844,0.00009624353,0.0005039318,0.00084568316,0.00005262329,0.00008264501,0.07308612,0.00010880145,0.0010395632],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99465394,0.0005890252,0.0014531225,0.0015528299,0.00081442256,0.00093666185],"domain_scores_gemma":[0.99747396,0.000053431017,0.0012484546,0.0005893476,0.00008219135,0.00055263337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005318545,0.0007306345,0.0010851503,0.00055742403,0.0005392485,0.00017924268,0.00034924428,0.00040667245,0.000047498404],"category_scores_gemma":[0.000013643149,0.0008352122,0.000059274647,0.0007494198,0.000009876915,0.0005264701,0.0002428865,0.00076239696,0.0000027449425],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022371928,0.0014751704,0.54748005,0.008869876,0.0009862308,0.000033276265,0.43318078,0.00022984594,0.00046201338,0.00025389597,0.0021633361,0.0026283266],"study_design_scores_gemma":[0.0047816616,0.0007452976,0.23193884,0.0053842682,0.00029948202,0.000019095767,0.73147494,0.02417123,0.00004434227,0.00003262946,0.00004434478,0.0010638835],"about_ca_topic_score_codex":0.99877524,"about_ca_topic_score_gemma":0.9995002,"teacher_disagreement_score":0.3155412,"about_ca_system_score_codex":0.018977007,"about_ca_system_score_gemma":0.0019979079,"threshold_uncertainty_score":0.99940985},"labels":[],"label_agreement":null},{"id":"W7133005542","doi":"","title":"(Re)Negotiating the Centre: A Qualitative Study Exploring the Black Community&apos;s Attitudes Towards Culturally Integrative African Healing Traditions and Western Psychotherapeutic Systems","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grounded theory; Qualitative research; Psychological intervention; Mental health; Belief system; Cultural diversity; Clinical Practice; Culturally appropriate; Qualitative property","score_opus":0.2887805329601258,"score_gpt":0.5231324523329279,"score_spread":0.23435191937280214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133005542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97095513,0.009548651,0.00006146578,0.006035358,0.00339548,0.0061174487,0.00012965879,0.00008781506,0.00366898],"genre_scores_gemma":[0.984144,0.0019943386,0.000027416876,0.00030168163,0.00038434233,0.0019393598,0.0006867509,0.00012494616,0.010397206],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98234487,0.013637695,0.001348998,0.00096394727,0.00075418764,0.00095030246],"domain_scores_gemma":[0.9934497,0.0033598726,0.0012988076,0.0011853294,0.00044735995,0.00025893672],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022775861,0.0011610158,0.0012961009,0.00018087328,0.0047798604,0.0012296346,0.0010244731,0.00025973417,0.00017139339],"category_scores_gemma":[0.00007029242,0.00068794773,0.000267061,0.0009386571,0.0004559667,0.000406348,0.00009127988,0.0027993196,0.000044674543],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037753518,0.0022186316,0.00096171274,0.00072549155,0.002089944,0.000019454083,0.9898468,0.00006421575,0.000031573258,0.00069005974,0.00019107875,0.002783495],"study_design_scores_gemma":[0.0018814089,0.001043986,0.019938715,0.0022683742,0.00081962225,0.0000118998205,0.9728332,0.0001749879,0.000021724694,0.000054894193,0.00032806734,0.0006231105],"about_ca_topic_score_codex":0.031349987,"about_ca_topic_score_gemma":0.04434372,"teacher_disagreement_score":0.018977003,"about_ca_system_score_codex":0.00044104602,"about_ca_system_score_gemma":0.00015294131,"threshold_uncertainty_score":0.9998072},"labels":[],"label_agreement":null},{"id":"W7133009282","doi":"","title":"The meaning of mental illness to youth: exploring the psychosocial effects of mental illness on identity and life cycle development in youth aged 17-24","year":2003,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Mental health; Psychosocial; Context (archaeology); Qualitative research; Stigma (botany); Middle Eastern Mental Health Issues & Syndromes; Social stigma; Identity (music)","score_opus":0.05857261073717165,"score_gpt":0.38391285929661734,"score_spread":0.3253402485594457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133009282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98203254,0.0014417992,0.000008675878,0.00027525987,0.009453195,0.0041839844,0.00006504192,0.000021820428,0.0025176574],"genre_scores_gemma":[0.9964031,0.0008224181,0.000040676507,0.00016959768,0.00012661837,0.0006132953,0.00030047013,0.000094182295,0.0014296689],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9946651,0.0010120649,0.0013702441,0.0009502216,0.0010712935,0.00093107653],"domain_scores_gemma":[0.9974495,0.0005186498,0.0010643295,0.00058072153,0.000088161556,0.0002986172],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013588413,0.0008168413,0.001027065,0.0003395029,0.0018561612,0.00012682877,0.00073073164,0.00031902117,0.000079094876],"category_scores_gemma":[0.00013032703,0.0006103592,0.00019244751,0.0008079837,0.0001883375,0.00028454183,0.00016517924,0.00068765355,0.000025871152],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037819822,0.0011811457,0.0049685943,0.00080158527,0.0004939485,0.000010847019,0.9555412,0.000011548394,0.00068037026,0.00066378625,0.00014227683,0.031722724],"study_design_scores_gemma":[0.0071000927,0.0007267876,0.08565843,0.0033911343,0.00033040863,0.0000022997,0.8631779,0.0000061814258,0.038348775,0.000083931074,0.00017695541,0.000997109],"about_ca_topic_score_codex":0.0020326176,"about_ca_topic_score_gemma":0.0035481965,"teacher_disagreement_score":0.0923633,"about_ca_system_score_codex":0.00046003785,"about_ca_system_score_gemma":0.00014064126,"threshold_uncertainty_score":0.9996348},"labels":[],"label_agreement":null},{"id":"W7133010772","doi":"","title":"The Role of Treatment-Seeking Stigma on Treatment Engagement and Outcome","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"De Veber","funders":"","keywords":"Stigma (botany); Mental health; Distress; Cognitive behaviour therapy; Outcome (game theory); Help-seeking; Psychological distress; Cognitive therapy","score_opus":0.09971660028933757,"score_gpt":0.46534882152588486,"score_spread":0.36563222123654726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133010772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96310425,0.008559831,9.4133685e-7,0.00067682035,0.0026115905,0.0034548051,0.00008115474,0.000096634016,0.021413984],"genre_scores_gemma":[0.8375007,0.0088551715,0.000025253774,0.000036864465,0.00021785653,0.0010082192,0.0005309074,0.00013262153,0.1516924],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9958285,0.0006370751,0.0011059457,0.0010554284,0.00041439896,0.0009586518],"domain_scores_gemma":[0.99623996,0.0014380943,0.0010028137,0.000983757,0.00006687251,0.00026847437],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00043130034,0.0010583795,0.0011235891,0.00030300507,0.0017372699,0.00012763245,0.00032363954,0.00041900642,0.00044662892],"category_scores_gemma":[0.00003630328,0.00066556013,0.00036109114,0.00033846332,0.00012581945,0.000053817155,0.00005941309,0.00031557883,0.0006442599],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028006914,0.0020230892,0.041902963,0.00033669884,0.0022700313,0.00006921424,0.09211498,0.000013038641,0.00042680436,0.0035495262,0.00018802611,0.8543049],"study_design_scores_gemma":[0.018566092,0.03289047,0.24847287,0.0015020964,0.0038036702,0.000015132944,0.55984855,0.00063792354,0.0114853745,0.001337135,0.119315565,0.0021251056],"about_ca_topic_score_codex":0.009015108,"about_ca_topic_score_gemma":0.0021528883,"teacher_disagreement_score":0.8521798,"about_ca_system_score_codex":0.0012436031,"about_ca_system_score_gemma":0.00011623313,"threshold_uncertainty_score":0.99957955},"labels":[],"label_agreement":null},{"id":"W7133016820","doi":"","title":"Predictors of treatment delay in depressive disorders in Pakistan","year":2007,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada; Library and Archives Canada","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Depression (economics); Prevalence of mental disorders; Bipolar disorder; Duration (music); Multivariate analysis; Major depressive disorder; Suicide prevention; Stigma (botany)","score_opus":0.02268052492375738,"score_gpt":0.45640390984352747,"score_spread":0.4337233849197701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133016820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9443925,0.0057293,0.000009340382,0.00010334563,0.0017233801,0.0030386276,0.000051180446,0.000020789255,0.044931557],"genre_scores_gemma":[0.98243666,0.003127616,0.00004046736,0.000022797085,0.00007547479,0.00047591337,0.0011069643,0.00008326361,0.01263085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959256,0.00035748456,0.0014462282,0.00095918274,0.0003300541,0.0009814354],"domain_scores_gemma":[0.997899,0.00033544167,0.00092005194,0.0005826364,0.000048651014,0.00021420555],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031311292,0.00076453487,0.001102732,0.0010487239,0.00010410879,0.000018207433,0.00032780695,0.0008692911,0.0012169566],"category_scores_gemma":[0.0000126885825,0.00073591643,0.00021736843,0.000864585,0.00009953868,0.00010349305,0.000027419992,0.00046364017,0.00006983608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004487317,0.004471383,0.78869545,0.0006396602,0.00033481058,0.00018257214,0.11931329,0.00012306141,0.00008657831,0.00025753357,0.00009652211,0.081311785],"study_design_scores_gemma":[0.014687649,0.0032948656,0.87539357,0.0014623468,0.00029215537,0.0000048229585,0.10021862,0.00009724612,0.0017098092,0.00017741803,0.001798886,0.00086261565],"about_ca_topic_score_codex":0.05511325,"about_ca_topic_score_gemma":0.19297834,"teacher_disagreement_score":0.1378651,"about_ca_system_score_codex":0.0014149044,"about_ca_system_score_gemma":0.00019829173,"threshold_uncertainty_score":0.9996961},"labels":[],"label_agreement":null},{"id":"W7133026048","doi":"","title":"I Heal, We Heal: A Qualitative Study of Black Canadian Women&apos;s Experiences of Depression and Coping","year":2013,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coping (psychology); Qualitative research; Mental health; Socioeconomic status; Population; Oppression; Racism","score_opus":0.09081632923801068,"score_gpt":0.5200506445453172,"score_spread":0.42923431530730655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133026048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912672,0.0021346516,2.9110004e-7,0.000080610225,0.0005012301,0.0013452059,0.000010655959,0.00001127902,0.0046488433],"genre_scores_gemma":[0.987751,0.000109429275,0.00001838571,0.000038901388,0.000026955515,0.0006120836,0.00008730009,0.000023699837,0.011332256],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99836093,0.00030367423,0.00041674217,0.0003622597,0.00020737457,0.0003490175],"domain_scores_gemma":[0.9988581,0.000141415,0.00045107896,0.00023712542,0.00007591199,0.00023635976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019788994,0.0002208865,0.0005121597,0.00023757167,0.00012822115,0.000014408476,0.0001458155,0.00017342024,0.0012374191],"category_scores_gemma":[0.00001090551,0.00019046904,0.000027215252,0.0001641588,0.00006912102,0.0000680697,0.0000146592065,0.00014263394,0.000018691147],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020000874,0.00028873852,0.00049413485,0.00046039867,0.00007331229,0.000004324064,0.995648,2.0805906e-7,0.000034922603,0.00006740084,0.0011045861,0.0016239315],"study_design_scores_gemma":[0.00087101635,0.000915344,0.0042298804,0.00033513643,0.000021153273,5.641952e-7,0.9930704,0.0000020892896,0.00025203236,0.000048427053,0.0001110003,0.000142913],"about_ca_topic_score_codex":0.37370035,"about_ca_topic_score_gemma":0.13357405,"teacher_disagreement_score":0.2401263,"about_ca_system_score_codex":0.00011756736,"about_ca_system_score_gemma":0.00010405817,"threshold_uncertainty_score":0.9996756},"labels":[],"label_agreement":null},{"id":"W7133110428","doi":"","title":"The differential effects of social and ethnocultural factors on depression and anxiety in Laotian older adults","year":2003,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Multilevel model; Anxiety; Ethnic group; Explanatory power; Social anxiety; Analysis of variance; Social support","score_opus":0.014242511451282807,"score_gpt":0.3805484615362445,"score_spread":0.3663059500849617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133110428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99295115,0.0025170166,5.5333936e-7,0.00013785755,0.0015928216,0.0017188252,0.000009799258,0.000010417071,0.0010615693],"genre_scores_gemma":[0.99341017,0.001244623,0.000003600034,0.000029131343,0.00006773623,0.000094146264,0.0002120154,0.000034501274,0.0049040923],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9977107,0.00050563144,0.00041559458,0.0006211211,0.00026708803,0.0004798452],"domain_scores_gemma":[0.9988382,0.000376484,0.00043693927,0.00018799349,0.00003567312,0.00012473256],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000095328454,0.0004996112,0.00054630125,0.000099545054,0.000664771,0.00005827208,0.00013490883,0.00065127324,0.00012305244],"category_scores_gemma":[0.000031077478,0.00031835565,0.000094376825,0.00014908871,0.00012511472,0.000062286934,0.000034273035,0.00056189625,0.0000042309985],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008198949,0.0019423395,0.31344104,0.0054955827,0.00036251819,0.000023435296,0.47059026,1.8948863e-7,0.0027429261,0.000590232,0.0007863617,0.19582616],"study_design_scores_gemma":[0.0053148423,0.00033926306,0.94983256,0.0010609158,0.00011245817,0.000001339522,0.035694882,0.000013856751,0.0072397315,0.000015950269,0.00008161691,0.0002925568],"about_ca_topic_score_codex":0.0014747803,"about_ca_topic_score_gemma":0.0015817088,"teacher_disagreement_score":0.6363915,"about_ca_system_score_codex":0.000061015602,"about_ca_system_score_gemma":0.000015630763,"threshold_uncertainty_score":0.99992687},"labels":[],"label_agreement":null},{"id":"W7133493311","doi":"10.3917/psca.071.0016","title":"L’accès aux services psychiatriques des Franco-Ontariens : serait-il limité ?","year":2016,"lang":"fr","type":"article","venue":"Psy Cause","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health services; Population; Nursing homes; Primary health care","score_opus":0.052759981710715116,"score_gpt":0.37085110672863625,"score_spread":0.31809112501792114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133493311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9078624,0.029399982,0.00011762467,0.021716323,0.009279583,0.0008515552,0.000501787,0.000248263,0.030022468],"genre_scores_gemma":[0.8968821,0.00519793,0.0010185036,0.0041569727,0.0020718721,0.00019386422,0.00005678348,0.00012322383,0.09029872],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963442,0.00036689482,0.0007193056,0.00088240165,0.0003097041,0.0013774665],"domain_scores_gemma":[0.9978034,0.0003189467,0.0002951974,0.0008768583,0.00014192445,0.0005637029],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034811904,0.0005867235,0.0005351859,0.00017798084,0.000619614,0.00013358619,0.00057749095,0.000490924,0.010404432],"category_scores_gemma":[0.000014069787,0.00043700603,0.00022116891,0.00033553079,0.00035204145,0.0007518663,0.00013772078,0.00028958687,0.0068366844],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008509674,0.0026425137,0.32998452,0.0014001336,0.0007214836,0.00034254658,0.015609925,4.646965e-7,0.0003491104,0.01228573,0.03231666,0.60349596],"study_design_scores_gemma":[0.00715477,0.0013414843,0.18979625,0.0013990183,0.0004685301,0.00015898504,0.0015451825,0.00001744743,0.0011302286,0.01677085,0.77914965,0.0010676276],"about_ca_topic_score_codex":0.012339716,"about_ca_topic_score_gemma":0.028569724,"teacher_disagreement_score":0.74683297,"about_ca_system_score_codex":0.0003226658,"about_ca_system_score_gemma":0.00010526414,"threshold_uncertainty_score":0.9998082},"labels":[],"label_agreement":null},{"id":"W7134179282","doi":"10.4992/pacjpa.89.0_454","title":"Mental Health among Japanese Living Abroad: Role of Heritage and Mainstream Acculturation in Canada","year":2025,"lang":"en","type":"article","venue":"The Proceedings of the Annual Convention of the Japanese Psychological Association","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital; University of Ottawa; Concordia University","funders":"","keywords":"Acculturation; Mainstream; Mental health; Immigration; Mental illness","score_opus":0.009500507519532247,"score_gpt":0.3044266145969838,"score_spread":0.29492610707745154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134179282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881655,0.00025895052,7.195891e-8,0.004526104,0.000440437,0.0008952544,0.00005365158,0.000009459922,0.0056505683],"genre_scores_gemma":[0.9965194,0.000038482412,0.000005138149,0.00028098797,0.000021027632,0.00004366979,0.000005109546,0.0000059687854,0.003080221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833566,0.000184714,0.00065677194,0.0002240299,0.0003529904,0.00024581255],"domain_scores_gemma":[0.9982621,0.00017296567,0.0012136404,0.00014860522,0.00016913534,0.000033521756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010556995,0.00014569722,0.00031365335,0.000053388478,0.0002182172,0.000015974596,0.0004671878,0.000114203795,0.000058731148],"category_scores_gemma":[0.00017170998,0.00007830298,0.00010948642,0.00048044496,0.00011147244,0.00017607707,0.00016621267,0.0002209624,7.1169376e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021693544,0.00047850513,0.97238153,0.00014369382,0.00010794372,5.6431738e-8,0.01789503,0.0000025051986,0.0015351326,0.0015698017,0.0032401604,0.002428674],"study_design_scores_gemma":[0.0006424821,0.0000895069,0.9478119,0.00028625294,0.000028389206,0.000001485994,0.049918592,0.000021100666,0.00046416445,0.00062223204,0.000050413128,0.00006350033],"about_ca_topic_score_codex":0.18094487,"about_ca_topic_score_gemma":0.05811557,"teacher_disagreement_score":0.12282931,"about_ca_system_score_codex":0.00046798188,"about_ca_system_score_gemma":0.000035648776,"threshold_uncertainty_score":0.95907134},"labels":[],"label_agreement":null},{"id":"W7136112751","doi":"10.6084/m9.figshare.4435817","title":"Additional file 4: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Mental health service; Service (business); Service provider; Affect (linguistics)","score_opus":0.08541275651443452,"score_gpt":0.33261646006739704,"score_spread":0.2472037035529625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136112751","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20902488,0.00065334537,1.1325144e-8,0.00037187568,0.0003348032,0.0019017729,0.7874874,0.000011573786,0.00021437976],"genre_scores_gemma":[0.21444753,0.000012162126,0.0000088804845,0.0012172336,0.000061828,0.0017575884,0.77628887,0.00003861604,0.0061673163],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9955862,0.0003422094,0.0012736559,0.0010586246,0.00090280524,0.0008364907],"domain_scores_gemma":[0.9966436,0.001105415,0.00078109984,0.00044401007,0.00019460081,0.0008312552],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077499295,0.00058512174,0.0007897533,0.00017493345,0.00042273948,0.0001274987,0.0003740476,0.00019325703,0.9761932],"category_scores_gemma":[0.000115133014,0.0005921393,0.00007402904,0.00044012777,0.00002920069,0.0002968844,0.0002447239,0.00063860824,0.00032092343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064377463,0.0030577357,0.11123557,0.00008156562,0.00016611879,0.000026589358,0.001910144,4.49257e-7,6.435114e-7,1.3417313e-7,0.88229513,0.0005821391],"study_design_scores_gemma":[0.0038476181,0.00035674518,0.63637435,0.0016629511,0.000008832202,0.0000051244338,0.00078975904,0.000019704265,0.0000033680124,0.0000040684527,0.35664952,0.00027798058],"about_ca_topic_score_codex":0.9918195,"about_ca_topic_score_gemma":0.99962324,"teacher_disagreement_score":0.9758723,"about_ca_system_score_codex":0.0028198597,"about_ca_system_score_gemma":0.0021387157,"threshold_uncertainty_score":0.999653},"labels":[],"label_agreement":null},{"id":"W7136135026","doi":"10.6084/m9.figshare.4421945.v1","title":"Additional file 2: of Implementation of the Quebec mental health reform (2005–2015)","year":2016,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Government (linguistics); Public health; MEDLINE; Data collection","score_opus":0.05019565645516867,"score_gpt":0.3926824663470333,"score_spread":0.34248680989186464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136135026","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015025279,0.00036908293,3.1778445e-8,0.003339034,0.00024021808,0.0011551175,0.99056345,0.000012160346,0.0041706515],"genre_scores_gemma":[0.023806183,0.000015028279,0.000027045342,0.00050670427,0.00018030935,0.0012530474,0.95493215,0.000027242872,0.01925228],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975914,0.00019651734,0.0008843684,0.00034743643,0.00042720494,0.00055311655],"domain_scores_gemma":[0.9973232,0.0005613766,0.0013859761,0.00046581254,0.00009914143,0.00016446976],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006897376,0.00024201446,0.00034954384,0.00008543893,0.00028231656,0.00001076574,0.00039940354,0.00012839558,0.99962145],"category_scores_gemma":[0.00009052941,0.00014353031,0.00019953701,0.00019766376,0.00004814392,0.00019718967,0.0001848181,0.00010552643,0.004222985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005497129,0.00021660743,0.00003992319,0.00032122197,0.000076109194,5.866543e-7,0.00034685418,8.222023e-9,0.000005011837,0.000031590527,0.9163038,0.0826033],"study_design_scores_gemma":[0.0013657212,0.00029536785,0.06284665,0.0077258,0.000009177772,0.0000061406568,0.00074443483,5.3957746e-7,0.0005622347,0.000020833098,0.9262858,0.00013730545],"about_ca_topic_score_codex":0.0031694558,"about_ca_topic_score_gemma":0.016943002,"teacher_disagreement_score":0.99539846,"about_ca_system_score_codex":0.00090508076,"about_ca_system_score_gemma":0.00066367706,"threshold_uncertainty_score":0.99655235},"labels":[],"label_agreement":null},{"id":"W7136229923","doi":"10.6084/m9.figshare.4435811","title":"Additional file 2: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Mental health service; Service (business); Service provider; Health services","score_opus":0.08445565449007766,"score_gpt":0.33205646036926884,"score_spread":0.24760080587919117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136229923","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21121831,0.0006510203,1.1171271e-8,0.00036861678,0.0003336735,0.00189497,0.7853108,0.000011540192,0.00021103886],"genre_scores_gemma":[0.2216222,0.000012050484,0.000008731481,0.0011962344,0.00006099944,0.0017246046,0.7693019,0.000038283666,0.0060350248],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9955884,0.00034176715,0.0012731276,0.0010582132,0.00090226065,0.00083620433],"domain_scores_gemma":[0.9966074,0.0011427214,0.00078056206,0.00044381106,0.00019447938,0.00083097455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077430035,0.00058501365,0.00078939827,0.00017488936,0.00042264294,0.00012747613,0.00037405823,0.0001931967,0.9765641],"category_scores_gemma":[0.000121389865,0.0005920385,0.00007400224,0.00044366525,0.000029195216,0.00029692406,0.00024465405,0.00063849374,0.00031531768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006446529,0.0030426085,0.11080907,0.00007984375,0.00016615097,0.000026612897,0.0019063245,4.4336582e-7,6.4338167e-7,1.3225579e-7,0.8827171,0.00060645246],"study_design_scores_gemma":[0.0038837318,0.00035751623,0.6436307,0.0017457857,0.000008911858,0.000005223605,0.00079123356,0.000019690566,0.0000034797981,0.000004090048,0.34926903,0.00028063753],"about_ca_topic_score_codex":0.9916601,"about_ca_topic_score_gemma":0.99962306,"teacher_disagreement_score":0.9762488,"about_ca_system_score_codex":0.0028171584,"about_ca_system_score_gemma":0.0021382335,"threshold_uncertainty_score":0.9996531},"labels":[],"label_agreement":null},{"id":"W7136524324","doi":"10.6084/m9.figshare.4435808.v1","title":"Additional file 1: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Mental health service; Service (business); Service provider; Health services","score_opus":0.08695295783399805,"score_gpt":0.33194614504204323,"score_spread":0.2449931872080452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136524324","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20999706,0.0006538652,1.1306039e-8,0.00036955962,0.0003343922,0.0018993911,0.78652024,0.000011564012,0.00021393773],"genre_scores_gemma":[0.21526454,0.000012150863,0.000008873586,0.0012070434,0.00006185475,0.0017560581,0.77552766,0.00003858321,0.0061232466],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99558663,0.00034181512,0.0012736823,0.001058587,0.00090279727,0.0008364706],"domain_scores_gemma":[0.9966441,0.0011050109,0.00078109134,0.00044401153,0.00019458475,0.0008312347],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077447854,0.00058512035,0.00078970595,0.00017488461,0.00042264888,0.0001275028,0.00037416548,0.00019325872,0.97596097],"category_scores_gemma":[0.00011592088,0.0005921364,0.000074026306,0.0004437343,0.000029197214,0.00029693855,0.00024473338,0.00063857005,0.00031654828],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064566167,0.003058035,0.11149981,0.00008140814,0.000166066,0.000026580305,0.0019057391,4.4901358e-7,6.4463717e-7,1.3354688e-7,0.8820318,0.00058366655],"study_design_scores_gemma":[0.003854901,0.00035656305,0.63728184,0.0016652279,0.000008834417,0.0000050752965,0.0007885443,0.000019714262,0.0000033420208,0.0000040596788,0.3557338,0.00027808984],"about_ca_topic_score_codex":0.99190545,"about_ca_topic_score_gemma":0.99962556,"teacher_disagreement_score":0.97564447,"about_ca_system_score_codex":0.0028358432,"about_ca_system_score_gemma":0.0021391255,"threshold_uncertainty_score":0.999653},"labels":[],"label_agreement":null},{"id":"W7136806916","doi":"10.6084/m9.figshare.4421927","title":"Additional file 1: of Implementation of the Quebec mental health reform (2005–2015)","year":2016,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Government (linguistics); Data collection; Qualitative research; MEDLINE","score_opus":0.05224267057352583,"score_gpt":0.3925886535700855,"score_spread":0.34034598299655966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136806916","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014847494,0.0003702731,3.216831e-8,0.0033426778,0.00024036714,0.0011560784,0.99050015,0.000012166606,0.0042297863],"genre_scores_gemma":[0.022454944,0.000015038358,0.000027314461,0.0005074624,0.00018162862,0.0012684069,0.9561131,0.000027245063,0.019404871],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759024,0.00019654995,0.0008848226,0.00034758126,0.0004275043,0.00055332424],"domain_scores_gemma":[0.99734354,0.0005396277,0.001387052,0.0004660503,0.000099202545,0.00016452694],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000068992435,0.0002420664,0.00034970418,0.0000854362,0.00028232124,0.00001076839,0.00039953823,0.00012844407,0.9996097],"category_scores_gemma":[0.0000857514,0.00014355824,0.00019961332,0.00019769993,0.00004814779,0.00019720099,0.00018488862,0.000105541265,0.0042423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055304114,0.00021882064,0.00004043328,0.00033001674,0.0000763832,5.8827214e-7,0.00034818694,8.3804315e-9,0.0000050444605,0.00003208787,0.919289,0.07960416],"study_design_scores_gemma":[0.0013629444,0.00029642743,0.061806194,0.00735912,0.000009145286,0.0000059761337,0.00074646075,5.4398424e-7,0.0005397699,0.0000207905,0.9277159,0.00013675637],"about_ca_topic_score_codex":0.0032833263,"about_ca_topic_score_gemma":0.01707636,"teacher_disagreement_score":0.9953674,"about_ca_system_score_codex":0.00091215904,"about_ca_system_score_gemma":0.00066400314,"threshold_uncertainty_score":0.99653304},"labels":[],"label_agreement":null},{"id":"W7136840424","doi":"10.6084/m9.figshare.4435814.v1","title":"Additional file 3: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Immigration; Mental health service; Service (business); Service provider; Health services","score_opus":0.08592809996696184,"score_gpt":0.332940202351943,"score_spread":0.24701210238498117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136840424","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20996565,0.0006539112,1.1315841e-8,0.0003663932,0.00033438922,0.0018998659,0.7865534,0.000011560043,0.00021483653],"genre_scores_gemma":[0.21659447,0.000012122188,0.00000885734,0.001204679,0.00006168255,0.0017531874,0.7742086,0.000038515936,0.0061178897],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9955865,0.00034182082,0.0012737468,0.0010586415,0.00090280746,0.0008364767],"domain_scores_gemma":[0.99664384,0.0011049806,0.00078113907,0.0004441972,0.00019459712,0.00083124265],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007743302,0.0005851348,0.0007897746,0.00017487748,0.00042271146,0.0001274974,0.0003743098,0.00019325821,0.97595],"category_scores_gemma":[0.00011596155,0.0005921437,0.000074027026,0.00044362334,0.00002919985,0.00029694062,0.00024482192,0.0006385768,0.00031667014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006424554,0.0030528486,0.113098875,0.00008140074,0.00016578245,0.00002641264,0.0019025374,4.4824964e-7,6.4103034e-7,1.3627832e-7,0.8804519,0.0005765184],"study_design_scores_gemma":[0.0038545078,0.00035728622,0.6375488,0.0016740329,0.000008843384,0.000005133112,0.0007899046,0.000019591662,0.000003373018,0.0000040349623,0.35545614,0.00027832153],"about_ca_topic_score_codex":0.99187464,"about_ca_topic_score_gemma":0.9996297,"teacher_disagreement_score":0.9756333,"about_ca_system_score_codex":0.0028196287,"about_ca_system_score_gemma":0.0021389953,"threshold_uncertainty_score":0.999653},"labels":[],"label_agreement":null},{"id":"W7136950704","doi":"10.6084/m9.figshare.4435814","title":"Additional file 3: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Immigration; Mental health service; Service (business); Service provider; Health services","score_opus":0.08592809996696184,"score_gpt":0.332940202351943,"score_spread":0.24701210238498117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136950704","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20996565,0.0006539112,1.1315841e-8,0.0003663932,0.00033438922,0.0018998659,0.7865534,0.000011560043,0.00021483653],"genre_scores_gemma":[0.21659447,0.000012122188,0.00000885734,0.001204679,0.00006168255,0.0017531874,0.7742086,0.000038515936,0.0061178897],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9955865,0.00034182082,0.0012737468,0.0010586415,0.00090280746,0.0008364767],"domain_scores_gemma":[0.99664384,0.0011049806,0.00078113907,0.0004441972,0.00019459712,0.00083124265],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007743302,0.0005851348,0.0007897746,0.00017487748,0.00042271146,0.0001274974,0.0003743098,0.00019325821,0.97595],"category_scores_gemma":[0.00011596155,0.0005921437,0.000074027026,0.00044362334,0.00002919985,0.00029694062,0.00024482192,0.0006385768,0.00031667014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006424554,0.0030528486,0.113098875,0.00008140074,0.00016578245,0.00002641264,0.0019025374,4.4824964e-7,6.4103034e-7,1.3627832e-7,0.8804519,0.0005765184],"study_design_scores_gemma":[0.0038545078,0.00035728622,0.6375488,0.0016740329,0.000008843384,0.000005133112,0.0007899046,0.000019591662,0.000003373018,0.0000040349623,0.35545614,0.00027832153],"about_ca_topic_score_codex":0.99187464,"about_ca_topic_score_gemma":0.9996297,"teacher_disagreement_score":0.9756333,"about_ca_system_score_codex":0.0028196287,"about_ca_system_score_gemma":0.0021389953,"threshold_uncertainty_score":0.999653},"labels":[],"label_agreement":null},{"id":"W7136998302","doi":"10.6084/m9.figshare.4421927.v1","title":"Additional file 1: of Implementation of the Quebec mental health reform (2005–2015)","year":2016,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Government (linguistics); Data collection; Qualitative research; MEDLINE","score_opus":0.05224267057352583,"score_gpt":0.3925886535700855,"score_spread":0.34034598299655966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136998302","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014847494,0.0003702731,3.216831e-8,0.0033426778,0.00024036714,0.0011560784,0.99050015,0.000012166606,0.0042297863],"genre_scores_gemma":[0.022454944,0.000015038358,0.000027314461,0.0005074624,0.00018162862,0.0012684069,0.9561131,0.000027245063,0.019404871],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759024,0.00019654995,0.0008848226,0.00034758126,0.0004275043,0.00055332424],"domain_scores_gemma":[0.99734354,0.0005396277,0.001387052,0.0004660503,0.000099202545,0.00016452694],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000068992435,0.0002420664,0.00034970418,0.0000854362,0.00028232124,0.00001076839,0.00039953823,0.00012844407,0.9996097],"category_scores_gemma":[0.0000857514,0.00014355824,0.00019961332,0.00019769993,0.00004814779,0.00019720099,0.00018488862,0.000105541265,0.0042423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055304114,0.00021882064,0.00004043328,0.00033001674,0.0000763832,5.8827214e-7,0.00034818694,8.3804315e-9,0.0000050444605,0.00003208787,0.919289,0.07960416],"study_design_scores_gemma":[0.0013629444,0.00029642743,0.061806194,0.00735912,0.000009145286,0.0000059761337,0.00074646075,5.4398424e-7,0.0005397699,0.0000207905,0.9277159,0.00013675637],"about_ca_topic_score_codex":0.0032833263,"about_ca_topic_score_gemma":0.01707636,"teacher_disagreement_score":0.9953674,"about_ca_system_score_codex":0.00091215904,"about_ca_system_score_gemma":0.00066400314,"threshold_uncertainty_score":0.99653304},"labels":[],"label_agreement":null},{"id":"W7137115288","doi":"10.6084/m9.figshare.4435811.v1","title":"Additional file 2: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Mental health service; Service (business); Service provider; Health services","score_opus":0.08445565449007766,"score_gpt":0.33205646036926884,"score_spread":0.24760080587919117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137115288","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21121831,0.0006510203,1.1171271e-8,0.00036861678,0.0003336735,0.00189497,0.7853108,0.000011540192,0.00021103886],"genre_scores_gemma":[0.2216222,0.000012050484,0.000008731481,0.0011962344,0.00006099944,0.0017246046,0.7693019,0.000038283666,0.0060350248],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9955884,0.00034176715,0.0012731276,0.0010582132,0.00090226065,0.00083620433],"domain_scores_gemma":[0.9966074,0.0011427214,0.00078056206,0.00044381106,0.00019447938,0.00083097455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077430035,0.00058501365,0.00078939827,0.00017488936,0.00042264294,0.00012747613,0.00037405823,0.0001931967,0.9765641],"category_scores_gemma":[0.000121389865,0.0005920385,0.00007400224,0.00044366525,0.000029195216,0.00029692406,0.00024465405,0.00063849374,0.00031531768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006446529,0.0030426085,0.11080907,0.00007984375,0.00016615097,0.000026612897,0.0019063245,4.4336582e-7,6.4338167e-7,1.3225579e-7,0.8827171,0.00060645246],"study_design_scores_gemma":[0.0038837318,0.00035751623,0.6436307,0.0017457857,0.000008911858,0.000005223605,0.00079123356,0.000019690566,0.0000034797981,0.000004090048,0.34926903,0.00028063753],"about_ca_topic_score_codex":0.9916601,"about_ca_topic_score_gemma":0.99962306,"teacher_disagreement_score":0.9762488,"about_ca_system_score_codex":0.0028171584,"about_ca_system_score_gemma":0.0021382335,"threshold_uncertainty_score":0.9996531},"labels":[],"label_agreement":null},{"id":"W7137117744","doi":"10.6084/m9.figshare.4435808","title":"Additional file 1: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Mental health service; Service (business); Service provider; Health services","score_opus":0.08695295783399805,"score_gpt":0.33194614504204323,"score_spread":0.2449931872080452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137117744","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20999706,0.0006538652,1.1306039e-8,0.00036955962,0.0003343922,0.0018993911,0.78652024,0.000011564012,0.00021393773],"genre_scores_gemma":[0.21526454,0.000012150863,0.000008873586,0.0012070434,0.00006185475,0.0017560581,0.77552766,0.00003858321,0.0061232466],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99558663,0.00034181512,0.0012736823,0.001058587,0.00090279727,0.0008364706],"domain_scores_gemma":[0.9966441,0.0011050109,0.00078109134,0.00044401153,0.00019458475,0.0008312347],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077447854,0.00058512035,0.00078970595,0.00017488461,0.00042264888,0.0001275028,0.00037416548,0.00019325872,0.97596097],"category_scores_gemma":[0.00011592088,0.0005921364,0.000074026306,0.0004437343,0.000029197214,0.00029693855,0.00024473338,0.00063857005,0.00031654828],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064566167,0.003058035,0.11149981,0.00008140814,0.000166066,0.000026580305,0.0019057391,4.4901358e-7,6.4463717e-7,1.3354688e-7,0.8820318,0.00058366655],"study_design_scores_gemma":[0.003854901,0.00035656305,0.63728184,0.0016652279,0.000008834417,0.0000050752965,0.0007885443,0.000019714262,0.0000033420208,0.0000040596788,0.3557338,0.00027808984],"about_ca_topic_score_codex":0.99190545,"about_ca_topic_score_gemma":0.99962556,"teacher_disagreement_score":0.97564447,"about_ca_system_score_codex":0.0028358432,"about_ca_system_score_gemma":0.0021391255,"threshold_uncertainty_score":0.999653},"labels":[],"label_agreement":null},{"id":"W7137220770","doi":"10.6084/m9.figshare.4435817.v1","title":"Additional file 4: of Mental health service use by recent immigrants from different world regions and by non-immigrants in Ontario, Canada: a cross-sectional study","year":2015,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Mental health service; Service (business); Service provider; Affect (linguistics)","score_opus":0.08541275651443452,"score_gpt":0.33261646006739704,"score_spread":0.2472037035529625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137220770","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20902488,0.00065334537,1.1325144e-8,0.00037187568,0.0003348032,0.0019017729,0.7874874,0.000011573786,0.00021437976],"genre_scores_gemma":[0.21444753,0.000012162126,0.0000088804845,0.0012172336,0.000061828,0.0017575884,0.77628887,0.00003861604,0.0061673163],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9955862,0.0003422094,0.0012736559,0.0010586246,0.00090280524,0.0008364907],"domain_scores_gemma":[0.9966436,0.001105415,0.00078109984,0.00044401007,0.00019460081,0.0008312552],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077499295,0.00058512174,0.0007897533,0.00017493345,0.00042273948,0.0001274987,0.0003740476,0.00019325703,0.9761932],"category_scores_gemma":[0.000115133014,0.0005921393,0.00007402904,0.00044012777,0.00002920069,0.0002968844,0.0002447239,0.00063860824,0.00032092343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064377463,0.0030577357,0.11123557,0.00008156562,0.00016611879,0.000026589358,0.001910144,4.49257e-7,6.435114e-7,1.3417313e-7,0.88229513,0.0005821391],"study_design_scores_gemma":[0.0038476181,0.00035674518,0.63637435,0.0016629511,0.000008832202,0.0000051244338,0.00078975904,0.000019704265,0.0000033680124,0.0000040684527,0.35664952,0.00027798058],"about_ca_topic_score_codex":0.9918195,"about_ca_topic_score_gemma":0.99962324,"teacher_disagreement_score":0.9758723,"about_ca_system_score_codex":0.0028198597,"about_ca_system_score_gemma":0.0021387157,"threshold_uncertainty_score":0.999653},"labels":[],"label_agreement":null},{"id":"W7137360882","doi":"10.6084/m9.figshare.4421945","title":"Additional file 2: of Implementation of the Quebec mental health reform (2005–2015)","year":2016,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Government (linguistics); Public health; MEDLINE; Data collection","score_opus":0.05019565645516867,"score_gpt":0.3926824663470333,"score_spread":0.34248680989186464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7137360882","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015025279,0.00036908293,3.1778445e-8,0.003339034,0.00024021808,0.0011551175,0.99056345,0.000012160346,0.0041706515],"genre_scores_gemma":[0.023806183,0.000015028279,0.000027045342,0.00050670427,0.00018030935,0.0012530474,0.95493215,0.000027242872,0.01925228],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975914,0.00019651734,0.0008843684,0.00034743643,0.00042720494,0.00055311655],"domain_scores_gemma":[0.9973232,0.0005613766,0.0013859761,0.00046581254,0.00009914143,0.00016446976],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006897376,0.00024201446,0.00034954384,0.00008543893,0.00028231656,0.00001076574,0.00039940354,0.00012839558,0.99962145],"category_scores_gemma":[0.00009052941,0.00014353031,0.00019953701,0.00019766376,0.00004814392,0.00019718967,0.0001848181,0.00010552643,0.004222985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005497129,0.00021660743,0.00003992319,0.00032122197,0.000076109194,5.866543e-7,0.00034685418,8.222023e-9,0.000005011837,0.000031590527,0.9163038,0.0826033],"study_design_scores_gemma":[0.0013657212,0.00029536785,0.06284665,0.0077258,0.000009177772,0.0000061406568,0.00074443483,5.3957746e-7,0.0005622347,0.000020833098,0.9262858,0.00013730545],"about_ca_topic_score_codex":0.0031694558,"about_ca_topic_score_gemma":0.016943002,"teacher_disagreement_score":0.99539846,"about_ca_system_score_codex":0.00090508076,"about_ca_system_score_gemma":0.00066367706,"threshold_uncertainty_score":0.99655235},"labels":[],"label_agreement":null},{"id":"W7139229985","doi":"","title":"Int. J. Methods Psychiatr. Res.","year":2002,"lang":"en","type":"article","venue":"MPG.PuRe (Max Planck Society)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Depression (economics); National Comorbidity Survey; Anxiety; Generalized anxiety disorder; Epidemiology; Disease; Mental health","score_opus":0.0732966546169494,"score_gpt":0.4249865112826582,"score_spread":0.3516898566657088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139229985","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19897678,0.028612617,0.0014070335,0.009395001,0.013996155,0.0019389658,0.00016268375,0.00091759657,0.74459314],"genre_scores_gemma":[0.6322213,0.002106494,0.084527574,0.02116806,0.005547208,0.000936063,0.0003869868,0.00033168076,0.25277466],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976049,0.0002562169,0.00045588004,0.0006362887,0.00026752113,0.0007792053],"domain_scores_gemma":[0.9987386,0.00020664414,0.00018506449,0.00064019527,0.000034629815,0.00019486903],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042573857,0.00034803565,0.00041055525,0.00006412759,0.00042181744,0.000060344064,0.00037251005,0.00041176868,0.016213924],"category_scores_gemma":[0.000012249842,0.0003064701,0.00033055688,0.00045069563,0.0001016669,0.00014970748,0.000075568445,0.0005174474,0.0026406792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044702938,0.0005219796,0.0141934175,0.00008685737,0.00023799969,0.000027655662,0.0040678233,7.2281364e-7,0.00005842485,0.0077776522,0.8958146,0.07716819],"study_design_scores_gemma":[0.0042931247,0.0004701158,0.023614516,0.000082473365,0.00016158492,0.000067934336,0.0019337023,0.0002043872,0.00018840311,0.0068234084,0.96130687,0.00085349526],"about_ca_topic_score_codex":0.00013926181,"about_ca_topic_score_gemma":0.00003853448,"teacher_disagreement_score":0.49181852,"about_ca_system_score_codex":0.00011293889,"about_ca_system_score_gemma":0.000011318644,"threshold_uncertainty_score":0.9999387},"labels":[],"label_agreement":null},{"id":"W7139327021","doi":"","title":"An Examination of Mental Health Service Utilization Measurement and Associations with Social Determinants of Health in Youth","year":2025,"lang":"","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Mental health; Mental health service; Service (business); Social determinants of health; Cohort; Data collection; Service provider","score_opus":0.08907867222504039,"score_gpt":0.3777986815880673,"score_spread":0.2887200093630269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139327021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918927,0.0020168114,0.00008600722,0.00080558757,0.00021998245,0.0018424919,0.0008439916,0.0000123551235,0.0022800919],"genre_scores_gemma":[0.99570286,0.0013788742,0.00020272651,0.000040129173,0.000010086603,0.0000017069982,0.0023824228,0.000016620135,0.00026457242],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99687403,0.0010214834,0.00065835426,0.00050211593,0.00058410614,0.00035993362],"domain_scores_gemma":[0.9963039,0.000031951713,0.0028210292,0.00023354897,0.0004937497,0.00011581775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012918729,0.0003043606,0.0010810655,0.00025549185,0.0005715603,0.00000820927,0.00025072915,0.0002937776,0.00047161907],"category_scores_gemma":[0.000007066566,0.0003911942,0.0000697594,0.00033871757,0.00006541405,0.000496474,0.000039640694,0.00013951794,4.846699e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010777914,0.0020815171,0.026150914,0.0029567603,0.00019351774,8.3110956e-7,0.48753327,0.0000036464849,0.00004974912,0.00018339796,0.000022736394,0.47974586],"study_design_scores_gemma":[0.003016277,0.0011366508,0.7228233,0.0010815585,0.000110297886,2.1575475e-7,0.27137956,0.00026132364,0.000037831065,0.0000030377466,0.0000030451731,0.00014686641],"about_ca_topic_score_codex":0.46121523,"about_ca_topic_score_gemma":0.77619714,"teacher_disagreement_score":0.69667244,"about_ca_system_score_codex":0.002010166,"about_ca_system_score_gemma":0.00071041164,"threshold_uncertainty_score":0.99985397},"labels":[],"label_agreement":null},{"id":"W71472000","doi":"10.1177/070674370705200312","title":"Socioeconomic Status and Self-Reported Barriers to Mental Health Service Use","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":153,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; St. Michael's Hospital","funders":"Ontario Ministry of Health and Long-Term Care; Centre for Addiction and Mental Health","keywords":"Mental health; Socioeconomic status; Outreach; Disadvantaged; Odds ratio; Medicine; Gerontology; Odds; Household income; Psychology; Environmental health; Psychiatry; Population; Logistic regression","score_opus":0.021181489000209636,"score_gpt":0.33136153038065747,"score_spread":0.31018004138044786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W71472000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9382477,0.0015559215,0.000004524443,0.05528254,0.0038496098,0.0003224595,0.000041393392,0.000008543082,0.0006873553],"genre_scores_gemma":[0.97343224,0.000031976608,0.0011179672,0.024812859,0.0003357659,0.000002236597,0.0000062388704,0.0000226513,0.00023804273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984734,0.000090521775,0.0005548568,0.00014436408,0.00010301499,0.00063384045],"domain_scores_gemma":[0.9967714,0.000041084917,0.00038134414,0.0001991363,0.000048729693,0.002558301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009373804,0.00013641475,0.00020045499,0.00021569555,0.0007533273,0.0000745232,0.00018792052,0.000065916,0.0009052374],"category_scores_gemma":[0.000007425843,0.00010573835,0.000051951418,0.00013542244,0.00004334458,0.00013862805,0.000010337507,0.00024862782,0.00006691413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018299345,0.000051938074,0.9184953,0.000026757634,0.000393082,0.000037918184,0.016289754,0.000002495531,0.0000014178339,0.0041518486,0.055828325,0.0045381947],"study_design_scores_gemma":[0.0018134015,0.0005071797,0.9349499,0.000060072492,0.00007183474,0.0005093099,0.010284613,0.0000024661827,0.000003824409,0.0012955585,0.050298985,0.00020287356],"about_ca_topic_score_codex":0.114558995,"about_ca_topic_score_gemma":0.8097983,"teacher_disagreement_score":0.6952393,"about_ca_system_score_codex":0.0005406258,"about_ca_system_score_gemma":0.002045566,"threshold_uncertainty_score":0.9911715},"labels":[],"label_agreement":null},{"id":"W7153402448","doi":"","title":"Creation of a primary care physicians online tool for managing common mental diseases","year":2024,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Primary care; MEDLINE; Primary health care; Mental health; Mental health care; Telemedicine","score_opus":0.018953539051067253,"score_gpt":0.31985747793397346,"score_spread":0.30090393888290623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7153402448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6645592,0.1521897,0.021468403,0.0455444,0.0031087026,0.0035756472,0.0069009764,0.0004104029,0.102242604],"genre_scores_gemma":[0.94355375,0.0018767057,0.0052923597,0.00026376275,0.00010793551,0.00017216899,0.008461056,0.000067949746,0.04020434],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962096,0.0020462512,0.00054609013,0.00055022404,0.00025582465,0.00039197202],"domain_scores_gemma":[0.9970244,0.0013520336,0.00025138765,0.00078803283,0.00047910435,0.00010505193],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00087117,0.00026545106,0.00037526904,0.00016489037,0.00038059833,0.00016997747,0.0004270416,0.00013260414,0.00026037218],"category_scores_gemma":[0.00005493616,0.0002925635,0.00025603786,0.00039884853,0.00025837138,0.00028410973,0.00017639069,0.00018532979,0.000041093503],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088305176,0.0019988066,0.0039777365,0.003338622,0.00016992004,0.000008612613,0.021907175,0.0000044651792,0.0005592791,0.075023994,0.0029232393,0.88999987],"study_design_scores_gemma":[0.014928512,0.000053480195,0.17667125,0.07843548,0.0031931237,0.00007309737,0.019079547,0.066057004,0.051880043,0.022590442,0.5638408,0.003197226],"about_ca_topic_score_codex":0.0016489509,"about_ca_topic_score_gemma":0.0013074734,"teacher_disagreement_score":0.8868026,"about_ca_system_score_codex":0.000380917,"about_ca_system_score_gemma":0.000103991566,"threshold_uncertainty_score":0.9999527},"labels":[],"label_agreement":null},{"id":"W7161816542","doi":"10.82308/42029","title":"The practice of psychology and psychotherapy in Quebec","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Service delivery framework; Referral; Documentation; Private practice; Population; Service (business); Best practice","score_opus":0.03555370546971589,"score_gpt":0.4948375678017698,"score_spread":0.4592838623320539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161816542","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15359955,0.015452605,0.000002032953,0.002274355,0.0026600924,0.00072014576,0.000005151489,0.000012523827,0.8252736],"genre_scores_gemma":[0.16957296,0.026858456,0.00012034787,0.0011193537,0.00015702033,0.0003703753,0.00018142308,0.000054071115,0.801566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989042,0.00014955677,0.00034921957,0.00029193814,0.00009806028,0.0002070152],"domain_scores_gemma":[0.9985718,0.00033030036,0.0005046975,0.0005184559,0.00003957226,0.0000351712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031314604,0.00015771105,0.00024430186,0.00008380385,0.00017497792,0.000037718753,0.0002718408,0.00027427217,0.0006854993],"category_scores_gemma":[0.000013582418,0.00010184285,0.000035367397,0.000045331122,0.00007307905,0.0000989583,0.000001953883,0.00021886975,0.000049615297],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022264845,0.00035051766,0.0012210844,0.000059484017,0.00010546862,0.000014774147,0.0033536344,5.528993e-9,0.000030414025,0.02386114,0.009319012,0.959458],"study_design_scores_gemma":[0.004383029,0.0004944286,0.30825868,0.0001997085,0.00007499991,0.000017906732,0.005930207,8.150485e-7,0.0001128488,0.008822987,0.6713597,0.00034464762],"about_ca_topic_score_codex":0.034217518,"about_ca_topic_score_gemma":0.21102309,"teacher_disagreement_score":0.95911336,"about_ca_system_score_codex":0.000012056043,"about_ca_system_score_gemma":0.000023017916,"threshold_uncertainty_score":0.9722137},"labels":[],"label_agreement":null},{"id":"W7161825676","doi":"10.82308/2670","title":"The needs of most or the most in need? Exploring how system reform initiatives assess and meet youth mental health needs at varying levels of severity","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Health services; Social policy; Social assistance","score_opus":0.1562818878660913,"score_gpt":0.386174993621866,"score_spread":0.22989310575577473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161825676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91592693,0.0018994582,0.000004864221,0.0009328223,0.0017250112,0.0019985205,0.00076323096,0.000041200372,0.07670798],"genre_scores_gemma":[0.987254,0.0008133749,0.00002184426,0.00011185341,0.000046982426,0.00029153074,0.0005728173,0.000032697128,0.010854898],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976136,0.0003999875,0.0009077609,0.00027730042,0.0003377238,0.00046362667],"domain_scores_gemma":[0.99811476,0.00041562825,0.0008638469,0.00042844366,0.00009024681,0.000087094275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008015513,0.00039094847,0.0007640536,0.00045869817,0.00064274814,0.000056082677,0.00038506364,0.00020726143,0.000055488938],"category_scores_gemma":[0.00001946002,0.0001945327,0.00007557263,0.001126911,0.00007923905,0.00030908055,0.00013043916,0.00028945308,0.0000010375242],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0100388015,0.0011601696,0.037851855,0.022632536,0.0025279142,0.000018244213,0.7266233,0.000004872071,0.00018792822,0.08804263,0.0010759116,0.10983586],"study_design_scores_gemma":[0.0016408027,0.00028507563,0.029299077,0.002010598,0.00009214199,0.0000063505336,0.9648897,0.000049487,0.0013552256,0.000017094828,0.00012612516,0.00022828772],"about_ca_topic_score_codex":0.010290826,"about_ca_topic_score_gemma":0.00801191,"teacher_disagreement_score":0.23826647,"about_ca_system_score_codex":0.0007355559,"about_ca_system_score_gemma":0.0002137767,"threshold_uncertainty_score":0.99629974},"labels":[],"label_agreement":null},{"id":"W7161948457","doi":"10.82308/20099","title":"Utilization of health services for depression and anxiety in Ontario: an eleven-year comparison of determinants","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Health services; Population; Anxiety; Depression (economics); Social environment","score_opus":0.0803760459686773,"score_gpt":0.44959251364800085,"score_spread":0.36921646767932353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161948457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99609166,0.00094677263,0.000011165267,0.000002504659,0.00027971686,0.0011219803,0.000027311087,0.00000906273,0.0015098308],"genre_scores_gemma":[0.995858,0.0001845587,0.0003768017,0.00001551605,0.000008371472,0.00008178983,0.001983401,0.000018593639,0.0014729645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858814,0.00007992666,0.00072613114,0.00030169176,0.00012030711,0.00018381566],"domain_scores_gemma":[0.9990031,0.000033233064,0.00068920996,0.00017007953,0.00005248596,0.00005190271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001421415,0.00016005416,0.0005578424,0.00014306055,0.00007615015,0.0000041758813,0.00009911412,0.00023167103,0.00014644414],"category_scores_gemma":[0.0000011246195,0.00014143082,0.000035220513,0.0000736723,0.000012796048,0.000100788086,0.000008679219,0.00009120478,8.7772503e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063109066,0.00056989293,0.8612222,0.0013959776,0.000010821383,2.056139e-7,0.013107695,5.30387e-7,0.000025163077,0.000043313623,0.000034590474,0.12295854],"study_design_scores_gemma":[0.0014134868,0.0005043354,0.98743486,0.000544469,0.000016136692,8.332696e-7,0.007379304,0.00014913741,0.0022768264,0.000053191958,0.00012417267,0.00010324292],"about_ca_topic_score_codex":0.16979635,"about_ca_topic_score_gemma":0.78135324,"teacher_disagreement_score":0.6115569,"about_ca_system_score_codex":0.000059825594,"about_ca_system_score_gemma":0.000074175354,"threshold_uncertainty_score":0.83573204},"labels":[],"label_agreement":null},{"id":"W7161960330","doi":"10.82308/42700","title":"Mental health care with 2SLGBTQIA+ clients during COVID-19","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Health care; Pandemic; Qualitative research; Stigma (botany); Service provider; Mental illness; Service delivery framework","score_opus":0.027897298742569382,"score_gpt":0.4460678806987628,"score_spread":0.4181705819561934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161960330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8229753,0.009479095,0.0000013931538,0.0010009118,0.0047383863,0.001992147,0.00027597218,0.00033812242,0.15919867],"genre_scores_gemma":[0.6604546,0.00017868321,0.00007318623,0.0019037946,0.00024137793,0.0004375187,0.019564511,0.00012410032,0.31702223],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977873,0.00007552046,0.00042844846,0.00078741094,0.00035257608,0.00056877284],"domain_scores_gemma":[0.9989341,0.000020246907,0.00020798852,0.00033871533,0.000025639143,0.00047333367],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000073524956,0.00041165279,0.00041107906,0.0002522499,0.0005841657,0.00006991317,0.00020737443,0.00023206352,0.0045817066],"category_scores_gemma":[0.0000015480032,0.00031131867,0.000097660835,0.00021999728,0.000022462478,0.00006830116,0.000025588106,0.00034321833,0.0014482776],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0131256925,0.002201311,0.037184916,0.057120744,0.0026204751,0.0016194688,0.53402424,0.0000041973335,0.00003195273,0.013910514,0.25698668,0.08116982],"study_design_scores_gemma":[0.020193083,0.0045452276,0.10827,0.00469257,0.00063172315,0.00029107384,0.6181227,0.000005359228,0.0006824384,0.0003046668,0.23871766,0.0035435043],"about_ca_topic_score_codex":0.004155723,"about_ca_topic_score_gemma":0.009586076,"teacher_disagreement_score":0.1625207,"about_ca_system_score_codex":0.001026112,"about_ca_system_score_gemma":0.00028423782,"threshold_uncertainty_score":0.9999339},"labels":[],"label_agreement":null},{"id":"W7161966247","doi":"10.82308/1120","title":"Understanding Psychosis and Stigma in Chinese Canadian Patients and Their Families","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Stigma (botany); Thematic analysis; Interpretative phenomenological analysis; Narrative; Superordinate goals; Mental illness; Psychosis; Lived experience","score_opus":0.051656274798522646,"score_gpt":0.3624622689647004,"score_spread":0.31080599416617777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161966247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88035744,0.0020069557,4.4652234e-7,0.00012323358,0.0013165176,0.00042934192,0.00006562405,0.000019489571,0.11568092],"genre_scores_gemma":[0.9898617,0.0004147849,0.0000050747935,0.00016464655,0.000028995475,0.00007463828,0.0007962757,0.000028812305,0.008625045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909425,0.000027800968,0.00020117502,0.0003585833,0.000059851445,0.0002583666],"domain_scores_gemma":[0.9996527,0.00005001111,0.00003960911,0.00009291145,0.00000901362,0.00015579053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055594417,0.0002358934,0.00022040616,0.00047514806,0.00012643484,0.00006215415,0.000055418328,0.00020636183,0.00037607647],"category_scores_gemma":[0.0000032829494,0.0001661665,0.000021701611,0.00017942948,0.000019731968,0.000059388112,0.000008000869,0.00017271214,0.000028043105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012987878,0.000101602636,0.9292117,0.00060253823,0.00012011654,0.000020408614,0.028722502,3.9896353e-8,0.0000013117763,0.00298772,0.0049601705,0.033142034],"study_design_scores_gemma":[0.00077344244,0.00008362079,0.97005266,0.00024629023,0.00002010248,0.0000010302126,0.02377052,0.0000128037655,0.0000015708288,0.0044688443,0.00033993047,0.00022917031],"about_ca_topic_score_codex":0.24108012,"about_ca_topic_score_gemma":0.89986926,"teacher_disagreement_score":0.65878916,"about_ca_system_score_codex":0.00020038757,"about_ca_system_score_gemma":0.000022013146,"threshold_uncertainty_score":0.7639736},"labels":[],"label_agreement":null},{"id":"W7161966669","doi":"10.82308/6076","title":"Understanding the role of culture in the delivery of mental health programs in Indigenous communities: Narrative review of online mental health resources and perspectives on culture as treatment","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Indigenous; Government (linguistics); Narrative; Identity (music); Adaptation (eye); Empirical research; Cultural identity","score_opus":0.09512840358894414,"score_gpt":0.41710084032596245,"score_spread":0.3219724367370183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161966669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72307056,0.2655137,4.1304176e-8,0.0015387086,0.00008504731,0.004807055,0.00045689687,0.0000083009045,0.004519712],"genre_scores_gemma":[0.84193325,0.15048598,0.000020884918,0.0005797855,0.000015252381,0.0003073069,0.0057465825,0.000021186035,0.00088975753],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99665976,0.0014539217,0.0008582849,0.00028706118,0.00043096798,0.00031003702],"domain_scores_gemma":[0.9984307,0.00011404187,0.0010510123,0.00031776412,0.000036635232,0.00004978842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006061195,0.00034805006,0.00086179544,0.00018626034,0.0005239096,0.000012298804,0.00034120496,0.00011395584,0.00024572463],"category_scores_gemma":[0.0000032818643,0.00018741439,0.00012987647,0.00041966277,0.00015203677,0.00005424417,0.000035542074,0.00047799564,3.6257228e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007673721,0.0033672296,0.0018080001,0.0018707942,0.00019000653,0.0000017058999,0.9787474,4.0148035e-7,0.0000022484653,0.0020732519,0.0003226108,0.010848932],"study_design_scores_gemma":[0.0013209828,0.006710831,0.0021199698,0.0057138125,0.00002655617,0.00000893507,0.98239684,0.0000011626812,0.000009775533,0.00014511982,0.0014274954,0.000118530916],"about_ca_topic_score_codex":0.033008102,"about_ca_topic_score_gemma":0.04687862,"teacher_disagreement_score":0.11886271,"about_ca_system_score_codex":0.0012654973,"about_ca_system_score_gemma":0.00019683967,"threshold_uncertainty_score":0.97343117},"labels":[],"label_agreement":null},{"id":"W7161993872","doi":"10.82308/35246","title":"Engagement into treatment: comparing immigrants and non-immigrants in youth mental health services in Montreal","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Immigration; Primary care; Mental health care; Public health; Health care; Empirical research","score_opus":0.03466788300968276,"score_gpt":0.37143824152903093,"score_spread":0.33677035851934817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161993872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749844,0.0035721422,3.713198e-7,0.00007872648,0.0010907438,0.0023742942,0.0001086398,0.00004430779,0.017746344],"genre_scores_gemma":[0.9846657,0.0010788069,0.00008071526,0.00021785895,0.00009699698,0.00029913627,0.005709446,0.00005715928,0.0077941623],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9968136,0.000230555,0.0009599746,0.00095126836,0.00025889513,0.00078570243],"domain_scores_gemma":[0.9989871,0.000036653004,0.00037998598,0.00035648007,0.000019992141,0.00021982765],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034858516,0.000635289,0.0009930828,0.00062845054,0.00030960108,0.00006757513,0.00024645275,0.00029187993,0.00044873712],"category_scores_gemma":[7.530291e-7,0.0005465958,0.00008176634,0.0002869369,0.000033067347,0.00017654523,0.000046888777,0.00027454842,0.00019380731],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022588286,0.0023572212,0.37171724,0.00118631,0.00028572508,0.00004893608,0.47932985,6.5444686e-7,0.000011935307,0.000042727665,0.0002455041,0.14251508],"study_design_scores_gemma":[0.007948957,0.00079818495,0.86509335,0.0012168272,0.000057300284,0.0000021326296,0.124035515,0.00015183377,0.00007267919,0.000060618982,0.00015292938,0.00040964695],"about_ca_topic_score_codex":0.6140073,"about_ca_topic_score_gemma":0.8748677,"teacher_disagreement_score":0.49337614,"about_ca_system_score_codex":0.0004816927,"about_ca_system_score_gemma":0.00005169594,"threshold_uncertainty_score":0.9996986},"labels":[],"label_agreement":null},{"id":"W7162019066","doi":"10.82308/1753","title":"Examining recovery and mental health service satisfaction among young Muslim women with mental distress","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental health service; Distress; Psychological distress; Alliance","score_opus":0.020748958074482786,"score_gpt":0.3354000813900736,"score_spread":0.3146511233155908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162019066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777993,0.0009222658,0.0000026501366,0.00021903664,0.0034414392,0.0013314646,0.00021510934,0.00016920296,0.015899517],"genre_scores_gemma":[0.9574561,0.00029815378,0.000033674012,0.00041774492,0.000111464964,0.0005309997,0.0068147606,0.000095957526,0.034241155],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9976775,0.000114376824,0.0004694119,0.0008220223,0.00032246532,0.000594204],"domain_scores_gemma":[0.9990388,0.00005425489,0.00031737413,0.00024440428,0.000024152623,0.00032101822],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020655613,0.00047482914,0.00046273036,0.00021906903,0.00045749455,0.00017112916,0.00010503715,0.00024304187,0.0020523563],"category_scores_gemma":[0.000001624243,0.00039016048,0.000030347286,0.0002492543,0.00003082301,0.00029092524,0.000035994635,0.00036426098,0.000097299235],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005178085,0.0006053483,0.15767853,0.007858174,0.0019838612,0.0001781483,0.4602745,0.0000015410661,0.000099293975,0.00038384175,0.029918361,0.3358403],"study_design_scores_gemma":[0.0016711542,0.0011055588,0.6813989,0.0009088746,0.0000625612,0.000060584192,0.31394973,0.000022439188,0.0000120635605,0.00010841178,0.00016375429,0.00053593767],"about_ca_topic_score_codex":0.020095987,"about_ca_topic_score_gemma":0.060894575,"teacher_disagreement_score":0.5237204,"about_ca_system_score_codex":0.00086355774,"about_ca_system_score_gemma":0.00006415806,"threshold_uncertainty_score":0.99985504},"labels":[],"label_agreement":null},{"id":"W7162026696","doi":"10.82308/19327","title":"A Qualitative study on Narratives of South Asian Women with First Episode Psychosis","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"South asia; Population; Narrative; Qualitative research; Narrative review","score_opus":0.06937128865297214,"score_gpt":0.46909595821073014,"score_spread":0.399724669557758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162026696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90293825,0.00003078386,0.0000020896925,0.0001663054,0.00066674897,0.0018457192,0.00008183211,0.000092386064,0.094175875],"genre_scores_gemma":[0.8981322,0.0000027942253,0.000036940604,0.00004162512,0.00004587348,0.0025353178,0.00038373415,0.000075617165,0.09874591],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976878,0.00034972935,0.00052106346,0.0006491544,0.0003875221,0.00040473265],"domain_scores_gemma":[0.99868584,0.00020891674,0.0004973506,0.0004133124,0.000075697666,0.00011887112],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028579365,0.0004097081,0.00064480706,0.00034591113,0.0001978217,0.000019023562,0.00023631897,0.00018495746,0.0019296696],"category_scores_gemma":[0.00000991963,0.00028743505,0.00006338883,0.00046270242,0.000043444932,0.00005204454,0.00000972431,0.00023828671,0.00047615328],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035121085,0.00195348,0.0047241794,0.00025502546,0.0008530029,0.000017461354,0.98449,1.6836444e-7,6.5753136e-7,0.00048168775,0.0020889502,0.0016232928],"study_design_scores_gemma":[0.0017230114,0.0051058573,0.1354733,0.00027301532,0.000042015654,2.021598e-7,0.856799,6.426915e-8,0.000017316583,0.00028053747,0.000049544185,0.00023613189],"about_ca_topic_score_codex":0.0015430653,"about_ca_topic_score_gemma":0.023675209,"teacher_disagreement_score":0.13074912,"about_ca_system_score_codex":0.00010814703,"about_ca_system_score_gemma":0.000019924037,"threshold_uncertainty_score":0.9999578},"labels":[],"label_agreement":null},{"id":"W7162072619","doi":"10.82308/15910","title":"“Too much pain, doctor!”: The exploration of culture and gender-mediated factors on the detection and management of psychosocial distress in primary care clinical encounters.","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Distress; Psychosocial; Primary care; Context (archaeology); Primary health care","score_opus":0.08880110696687069,"score_gpt":0.41559300844720976,"score_spread":0.3267919014803391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162072619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911482,0.00047775704,0.000007488489,0.000083861625,0.0011426501,0.0013358952,0.00007683072,0.000019871562,0.005707492],"genre_scores_gemma":[0.99405986,0.0016995315,0.0000036199795,0.00007829049,0.000057310397,0.00021624877,0.0018567072,0.00001885964,0.0020095634],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99832714,0.00040925265,0.00055088603,0.00032682542,0.00023919359,0.00014671372],"domain_scores_gemma":[0.99900484,0.0003655716,0.00034958075,0.00019527237,0.000053492302,0.000031242424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042600321,0.00020340673,0.00028271493,0.00008042925,0.00012091394,0.000019034043,0.00012835211,0.00028208463,0.000047341193],"category_scores_gemma":[0.000014457868,0.000110639376,0.0000681357,0.00018973873,0.000067218614,0.00006965819,0.000019716854,0.00025897357,0.000004509001],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00608616,0.0019018173,0.20169486,0.012956467,0.001934014,0.000036105648,0.3129454,0.0000016062553,0.00017981694,0.0057848245,0.0074983807,0.44898054],"study_design_scores_gemma":[0.0010028578,0.0003512931,0.85423934,0.00025298627,0.000099859106,1.2002948e-7,0.14335302,0.0000044487474,0.00007905527,0.0002456775,0.00023782789,0.00013351196],"about_ca_topic_score_codex":0.00043408675,"about_ca_topic_score_gemma":0.0027562988,"teacher_disagreement_score":0.6525445,"about_ca_system_score_codex":0.000066255445,"about_ca_system_score_gemma":0.000007994292,"threshold_uncertainty_score":0.45117426},"labels":[],"label_agreement":null},{"id":"W7162200146","doi":"10.82308/42088","title":"Exploring barriers and enablers to primary mental health care among South Asian women in Montreal: A qualitative exploratory study","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Thematic analysis; Exploratory research; Qualitative research; Health care; Agency (philosophy); Ethnic group; Immigration; Taboo","score_opus":0.07260026785679746,"score_gpt":0.40531668176456964,"score_spread":0.3327164139077722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162200146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96697253,0.0018558317,2.6176582e-7,0.00015614642,0.0017312439,0.004082126,0.00014439524,0.00012836623,0.024929097],"genre_scores_gemma":[0.97901523,0.00006251803,0.000021136466,0.0003252066,0.000076537246,0.006895751,0.001024319,0.00011336567,0.012465934],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962036,0.00060589274,0.0007474985,0.0011044525,0.00038233958,0.00095621514],"domain_scores_gemma":[0.9985689,0.00005540867,0.0001963138,0.00031892638,0.00003478,0.0008256531],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070611946,0.0005502694,0.000823799,0.00081667665,0.0002811416,0.000096977165,0.00019203348,0.00015215078,0.0003819579],"category_scores_gemma":[0.0000111591835,0.0005116687,0.000065440254,0.0004853753,0.00003192033,0.000352931,0.000069045695,0.00045544974,0.00012895784],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073295436,0.00018499306,0.0055509703,0.00081653293,0.00021565221,0.00008354914,0.9727504,3.3075798e-7,9.4782934e-7,0.00003208606,0.0010935107,0.018538069],"study_design_scores_gemma":[0.0014690718,0.0010512815,0.093467616,0.00037174928,0.000024853649,4.1033692e-7,0.90309143,3.1757907e-7,0.0000044771205,0.00003029438,0.00012468683,0.00036384183],"about_ca_topic_score_codex":0.010702809,"about_ca_topic_score_gemma":0.06956749,"teacher_disagreement_score":0.08791664,"about_ca_system_score_codex":0.0020302208,"about_ca_system_score_gemma":0.00020124947,"threshold_uncertainty_score":0.9997335},"labels":[],"label_agreement":null},{"id":"W7164893517","doi":"10.14288/cjur.v10i2.200101","title":"A literature review: Exploring barriers to Canadian youth mental health supports and services","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; MacEwan University","funders":"","keywords":"Mental health; Stigma (botany); Demographics; Mental illness; Mental health service; Help-seeking; Affect (linguistics)","score_opus":0.04711204033652707,"score_gpt":0.3695530849175998,"score_spread":0.32244104458107276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164893517","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010351613,0.28489006,0.0000035870416,0.07839803,0.009321542,0.010311361,0.004705253,0.00023638539,0.6017822],"genre_scores_gemma":[0.21342729,0.040981498,0.00033343057,0.05250665,0.00040022243,0.00392846,0.0010441033,0.00009938557,0.6872789],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990178,0.000066809895,0.00018305451,0.00033924868,0.00006907883,0.00032404842],"domain_scores_gemma":[0.9989171,0.000011569934,0.000021556038,0.00016338153,0.000017701712,0.00086867006],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018817007,0.000118436124,0.00016531727,0.00014280336,0.002287455,0.0010134784,0.00013953056,0.000033627373,0.003843601],"category_scores_gemma":[0.0000032925,0.00010714055,0.000026667436,0.0011010738,0.0000090650865,0.0003071329,0.00006114938,0.000116978576,0.00005812978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020653943,0.00002255864,0.00015754829,0.00073919067,0.00007848468,0.000051054623,0.030433279,1.535186e-7,3.3940321e-7,0.00019163071,0.95726043,0.011044676],"study_design_scores_gemma":[0.00022557871,0.00017257936,0.00017432314,0.003728464,0.000032461376,0.00008332817,0.007915857,0.000006463457,0.000002670502,0.000043870034,0.9874784,0.00013601093],"about_ca_topic_score_codex":0.51462775,"about_ca_topic_score_gemma":0.46648952,"teacher_disagreement_score":0.24390857,"about_ca_system_score_codex":0.00023610833,"about_ca_system_score_gemma":0.00027349553,"threshold_uncertainty_score":0.99901146},"labels":[],"label_agreement":null},{"id":"W7341326","doi":"10.1177/070674371005501006","title":"Predictors of the Longitudinal Course of Major Depression in a Canadian Population Sample","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Major depressive episode; Comorbidity; Depression (economics); Longitudinal study; Population; Epidemiology; Cohort; Psychology; Psychiatry; Cohort study; National Comorbidity Survey; Demography; Medicine; Cognition; Environmental health; Internal medicine","score_opus":0.016347059092113096,"score_gpt":0.3177312733212191,"score_spread":0.301384214229106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7341326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883286,0.00059775077,0.0000012806275,0.004535486,0.005510749,0.0002162832,0.0001074395,0.000001088127,0.0007013193],"genre_scores_gemma":[0.99939924,0.0000017313989,0.00013745028,0.0001261187,0.00026215025,0.000003078663,0.0000053806257,0.0000109545535,0.00005391265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998881,0.000106932064,0.00046803875,0.00008609286,0.00014493534,0.00031300262],"domain_scores_gemma":[0.9987469,0.00005688343,0.00044313652,0.00029142215,0.000063052736,0.00039865306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050729135,0.00009611779,0.0001783345,0.00022247946,0.00021288381,0.00001087564,0.000425615,0.00011028606,0.00062521687],"category_scores_gemma":[0.000032612596,0.000056042423,0.00009191935,0.00024820902,0.000110326444,0.00006734141,0.000007322111,0.00040022223,0.0000022378024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035781442,0.000037927184,0.99389046,0.000013555379,0.000037415804,0.0000036290228,0.0005350704,0.000007776915,0.0000075574703,0.0028363545,0.0014999688,0.0010944895],"study_design_scores_gemma":[0.00055724545,0.000058691086,0.9956,0.000095084106,0.00004593839,0.000050714232,0.00027919913,0.000005630908,0.000026918955,0.0029187712,0.00031430347,0.000047510493],"about_ca_topic_score_codex":0.9556284,"about_ca_topic_score_gemma":0.9993593,"teacher_disagreement_score":0.04373094,"about_ca_system_score_codex":0.000114669085,"about_ca_system_score_gemma":0.0015066544,"threshold_uncertainty_score":0.6845686},"labels":[],"label_agreement":null},{"id":"W758986541","doi":"10.1177/070674371506000107","title":"The Prevalence of Major Depression is Not Changing","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"CIDI; Depression (economics); Mental health; Major depressive episode; Demography; Psychology; Major depressive disorder; Psychiatry; Medicine; Environmental health; National Comorbidity Survey; Mood","score_opus":0.041647257281490734,"score_gpt":0.34165918757537533,"score_spread":0.3000119302938846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W758986541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9281781,0.019539855,0.000016479915,0.035379052,0.00816423,0.00025657157,0.000034040862,0.000003999094,0.008427709],"genre_scores_gemma":[0.994321,0.000027744829,0.00016106517,0.0010686055,0.00047728157,0.000004003198,3.2975902e-7,0.000010743779,0.003929227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895847,0.00012271322,0.00033036812,0.00007802493,0.00019568793,0.0003147329],"domain_scores_gemma":[0.9988382,0.000058777194,0.0003742251,0.0002743849,0.0000919613,0.00036248786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008695397,0.000084382766,0.00011439453,0.00011469383,0.00044641198,0.000028983337,0.00051760266,0.000052631614,0.00037294987],"category_scores_gemma":[0.000017106771,0.000043917607,0.00007357721,0.00015825384,0.00010228015,0.00006839272,0.000013451954,0.00020182156,0.00004165949],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005936539,0.000098845376,0.7528233,0.00019659361,0.00025729736,0.000044227556,0.015834562,0.0000062250974,0.000012510803,0.02787316,0.16350886,0.038750794],"study_design_scores_gemma":[0.008764989,0.0017424449,0.8262354,0.0017251453,0.00080803176,0.0014406985,0.021095682,0.00006230131,0.0013324382,0.063998565,0.072097674,0.0006966359],"about_ca_topic_score_codex":0.0064735906,"about_ca_topic_score_gemma":0.045545228,"teacher_disagreement_score":0.09141119,"about_ca_system_score_codex":0.000072728224,"about_ca_system_score_gemma":0.0005902082,"threshold_uncertainty_score":0.9786176},"labels":[],"label_agreement":null},{"id":"W76188493","doi":"10.1177/070674371005500907","title":"Seeking Help for Mental Health Problems outside the Conventional Health Care System: Results from the European Study of the Epidemiology of Mental Disorders (ESEMeD)","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Mental Health; European Commission; National Institute on Drug Abuse; GlaxoSmithKline","keywords":"Epidemiology; Mental health; Psychiatry; Mental health care; Medicine; Psychology; Public health; Nursing","score_opus":0.04055826978979074,"score_gpt":0.34923076568247674,"score_spread":0.30867249589268597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W76188493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80566084,0.0074089193,0.000017904633,0.16753682,0.013283578,0.0035899286,0.0014658909,0.000006982558,0.0010291217],"genre_scores_gemma":[0.9970564,0.000020755673,0.00014686212,0.0018898622,0.0006909228,0.000027329945,0.000056965127,0.00003036463,0.000080512036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946346,0.002728565,0.0015882204,0.00023857947,0.00028086253,0.00052914233],"domain_scores_gemma":[0.9960033,0.00054522994,0.002438701,0.00063387875,0.00009663195,0.0002822549],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0047108564,0.00020835138,0.00047059206,0.00007828674,0.0016880336,0.000017431681,0.0011750968,0.000060353457,0.00004649854],"category_scores_gemma":[0.000061607774,0.00009505245,0.0002691319,0.00017232232,0.00034889774,0.000051931132,0.000049140064,0.00064298615,0.000003908673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006153976,0.00047637138,0.8215678,0.00023832537,0.0007951768,0.0000014683706,0.084893465,0.000043098127,0.000005819764,0.011744889,0.07135272,0.008265506],"study_design_scores_gemma":[0.008187992,0.002104392,0.74252075,0.00077304296,0.0001519739,0.00009680063,0.23653163,0.000030318008,0.000002249336,0.002365406,0.0070482837,0.00018715444],"about_ca_topic_score_codex":0.1772668,"about_ca_topic_score_gemma":0.8779672,"teacher_disagreement_score":0.7007004,"about_ca_system_score_codex":0.00023609697,"about_ca_system_score_gemma":0.0011942568,"threshold_uncertainty_score":0.9996116},"labels":[],"label_agreement":null},{"id":"W76677366","doi":"10.1177/070674371205700803","title":"From Sin to Science: Fighting the Stigmatization of Mental Illnesses","year":2012,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":219,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Bell (Canada); Queen's University","funders":"Mental Health Commission","keywords":"Stigma (botany); Mental health; Redress; Mental illness; Oppression; Psychological intervention; Psychology; Qualitative research; Social stigma; Human rights; Psychiatry; Social psychology; Public relations; Sociology; Medicine; Political science; Politics","score_opus":0.06500391676883986,"score_gpt":0.39810168821354525,"score_spread":0.33309777144470537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W76677366","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022879976,0.9759865,0.0000055933133,0.002513756,0.016366247,0.0005786429,0.00016129178,0.0000026035264,0.0020973738],"genre_scores_gemma":[0.0900726,0.8916254,0.0016607395,0.0017509443,0.012867212,0.00010209101,0.00013999554,0.00019389129,0.0015870945],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980091,0.00026035108,0.0008284121,0.00014943817,0.0003320613,0.00042066377],"domain_scores_gemma":[0.99775624,0.00015008997,0.0011517656,0.0003799051,0.00009681873,0.00046519475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011082372,0.00022015252,0.0005867122,0.00036654942,0.000883866,0.00008740574,0.0011758379,0.00011303791,0.0014095111],"category_scores_gemma":[0.000028009295,0.00010929231,0.00020222823,0.0007295172,0.00026123863,0.00013567749,0.000027908583,0.00037094005,0.000087945875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013558007,0.000068649286,0.0012081087,0.0008676288,0.00024833216,0.0000047159274,0.005005694,9.168885e-7,2.0102183e-7,0.007713852,0.017688267,0.9671801],"study_design_scores_gemma":[0.00028369843,0.00012353671,0.0010813116,0.008309489,0.0010380192,0.00014922206,0.002430138,4.3443433e-7,0.0000023088248,0.0017697756,0.984568,0.00024406303],"about_ca_topic_score_codex":0.019048454,"about_ca_topic_score_gemma":0.079890825,"teacher_disagreement_score":0.966936,"about_ca_system_score_codex":0.00031061572,"about_ca_system_score_gemma":0.00262566,"threshold_uncertainty_score":0.9995033},"labels":[],"label_agreement":null},{"id":"W82691807","doi":"10.1177/070674370905400708","title":"General Practice and Mental Health Care: Determinants of Outpatient Service Use","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Hôpital Charles-Le Moyne; Université de Montréal; University of Saskatchewan; Saskatchewan Health; McMaster University; Université de Sherbrooke","funders":"","keywords":"Mental health; Medicine; Specialty; Disadvantaged; Psychiatry; Psychology; Family medicine","score_opus":0.027305763600356834,"score_gpt":0.35673218189691047,"score_spread":0.3294264182965536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W82691807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9411748,0.007963894,0.0000010547435,0.047556713,0.0023559514,0.00025584572,0.000047347276,0.0000022044585,0.0006422082],"genre_scores_gemma":[0.98562324,0.000054021166,0.0018567191,0.012091681,0.00023605091,0.0000012747824,0.000004528856,0.000009770375,0.00012271215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878275,0.00019198551,0.0004734822,0.00010282414,0.0001524693,0.0002964828],"domain_scores_gemma":[0.9986277,0.000035575802,0.00060385716,0.00018384015,0.00011073692,0.00043826218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003087416,0.000112899565,0.00020966685,0.00011600667,0.00034704417,0.000037398986,0.00019672222,0.000055551554,0.00007040627],"category_scores_gemma":[0.000010550382,0.00007988564,0.000048221063,0.00012963534,0.000043892196,0.00020088503,0.0000064145197,0.00020121288,0.000006279036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012377821,0.0005904176,0.7206941,0.00019097743,0.00024476272,0.00011011859,0.06303398,0.000008186046,0.0000063004313,0.013822744,0.0695989,0.1304617],"study_design_scores_gemma":[0.00403746,0.004699275,0.9425151,0.0003444985,0.00014289208,0.0016265191,0.015696421,0.000013165676,0.000025913958,0.0012811852,0.029316531,0.00030108733],"about_ca_topic_score_codex":0.06525274,"about_ca_topic_score_gemma":0.39771193,"teacher_disagreement_score":0.33245918,"about_ca_system_score_codex":0.00016406155,"about_ca_system_score_gemma":0.0007818479,"threshold_uncertainty_score":0.9409718},"labels":[],"label_agreement":null},{"id":"W838551831","doi":"","title":"Postsecondary Students' Information Needs and Pathways for Help with Stress, Anxiety, and Depression/Les Besoins D'information Des éTudiants Postsecondaires et Les Parcours Conçus Pour Réduire le Stress, L'anxiété, et la Dépression","year":2014,"lang":"fr","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Psychology; Mood; Psychiatry; Depression (economics); Clinical psychology; Stressor","score_opus":0.017770488726580765,"score_gpt":0.31157252553896186,"score_spread":0.2938020368123811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W838551831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92177737,0.061331313,0.011126584,0.0030892415,0.00057777524,0.0006083784,0.00094110187,0.000012681213,0.0005355641],"genre_scores_gemma":[0.8350077,0.16285524,0.00046385842,0.0012194745,0.0001617862,0.00002199961,0.00012541248,0.00003524595,0.00010925137],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979399,0.00044624144,0.00069983106,0.00017911858,0.00025313892,0.00048180931],"domain_scores_gemma":[0.9976878,0.00039599676,0.0007213336,0.00016981896,0.00032841315,0.00069664203],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012682067,0.0003778496,0.00044924812,0.00043189627,0.0008459347,0.00065273076,0.00020644072,0.00034446592,0.0000952279],"category_scores_gemma":[0.0000068876893,0.00031687962,0.000068767964,0.0001269195,0.0003603765,0.0021403087,0.0000023211858,0.00044302497,0.0000020328919],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012448373,0.00017743994,0.17133434,0.0007649817,0.00028020403,0.000009920703,0.042182058,0.00007890697,0.000025421781,0.0040218784,0.0038845458,0.7759955],"study_design_scores_gemma":[0.055797476,0.006377226,0.27001187,0.017845785,0.00061712787,0.0023004801,0.060427543,0.0013637465,0.0010164599,0.059380308,0.52243096,0.0024310541],"about_ca_topic_score_codex":0.0025645825,"about_ca_topic_score_gemma":0.016617656,"teacher_disagreement_score":0.7735644,"about_ca_system_score_codex":0.000027941152,"about_ca_system_score_gemma":0.00031278428,"threshold_uncertainty_score":0.99992836},"labels":[],"label_agreement":null},{"id":"W851642215","doi":"10.1007/s00127-015-1090-6","title":"Stigmatizing attitudes toward mental illness among primary school children in Kenya","year":2015,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":111,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Grand Challenges Canada","keywords":"Kenya; Stigma (botany); Psychological intervention; Mental illness; Mental health; Medicine; Context (archaeology); Psychiatry; Epidemiology; Social stigma; Psychology; Clinical psychology; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.061164024972627996,"score_gpt":0.3897346488418223,"score_spread":0.3285706238691943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W851642215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950868,0.016603818,0.00006141406,0.008375355,0.0076948307,0.0011083501,0.000050616618,0.00013547785,0.015102143],"genre_scores_gemma":[0.9908444,0.0003745661,0.0017289965,0.0038705184,0.0022550966,0.00018864805,0.0001988222,0.000051568968,0.00048738104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99518704,0.0013710384,0.0012104115,0.0009511816,0.00020432436,0.0010760055],"domain_scores_gemma":[0.9982754,0.00030236252,0.00050862966,0.00032027395,0.000037718975,0.000555621],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022655565,0.00048242087,0.0010024208,0.0003642001,0.00059212616,0.000027003429,0.0003976214,0.0006063244,0.0003551897],"category_scores_gemma":[0.00010350707,0.00044676382,0.0001910624,0.00062631874,0.0003467859,0.00027782703,0.00013403427,0.00074728037,0.00019426124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034678073,0.0005835099,0.9515541,0.00011215062,0.00013416426,0.000004430977,0.0018397307,0.0000015247683,3.536955e-7,0.011968672,0.025944866,0.0075096963],"study_design_scores_gemma":[0.0038165825,0.00028880948,0.977017,0.00004761795,0.0000625128,0.000038726477,0.0019059011,0.000005879408,1.6691479e-7,0.015834883,0.00050907215,0.00047287234],"about_ca_topic_score_codex":0.0021524928,"about_ca_topic_score_gemma":0.0004820055,"teacher_disagreement_score":0.03997641,"about_ca_system_score_codex":0.0002058223,"about_ca_system_score_gemma":0.00015303156,"threshold_uncertainty_score":0.9997984},"labels":[],"label_agreement":null},{"id":"W86439347","doi":"10.1177/070674371105600805","title":"Access to and Waiting Time for Psychiatrist Services in a Canadian Urban Area: A Study in Real Time","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Referral; Receipt; Medicine; Depression (economics); Psychiatry; Affect (linguistics); Family medicine; Mental health; Psychology","score_opus":0.04362631662622742,"score_gpt":0.33878341258249106,"score_spread":0.29515709595626366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W86439347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98134035,0.00044244347,2.3082137e-7,0.0056369775,0.0010559731,0.0012330441,0.000058071295,0.00000436263,0.0102285305],"genre_scores_gemma":[0.99767876,0.0000026304579,0.00030195728,0.0012187671,0.0003086239,0.00005212925,0.000005017835,0.000030219975,0.00040187457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979276,0.00019402837,0.00073164026,0.00025719797,0.00012577767,0.00076374883],"domain_scores_gemma":[0.9982299,0.000059809994,0.0002946332,0.00027782205,0.000062244406,0.0010755847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012977096,0.00020662938,0.00037168287,0.0009083996,0.0003367191,0.00011965042,0.00072112563,0.00010244847,0.00074050296],"category_scores_gemma":[0.000010528133,0.00015909296,0.00006505927,0.0004555431,0.00003955264,0.00020049182,0.000018730263,0.0002800151,0.000056119214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022681407,0.00013336595,0.98069435,0.000025423333,0.00005510709,0.00007970608,0.010949144,0.0000014869119,5.6438296e-7,0.0007337266,0.0059698573,0.0011304625],"study_design_scores_gemma":[0.0020824948,0.0007093564,0.99016196,0.00015493167,0.000052754946,0.00006403526,0.0036374358,0.00004917131,6.2337887e-7,0.0023183199,0.0005816122,0.00018730953],"about_ca_topic_score_codex":0.9422993,"about_ca_topic_score_gemma":0.9991443,"teacher_disagreement_score":0.056845002,"about_ca_system_score_codex":0.00034138293,"about_ca_system_score_gemma":0.0012740557,"threshold_uncertainty_score":0.81079876},"labels":[],"label_agreement":null},{"id":"W901204595","doi":"10.1007/s10597-015-9910-4","title":"Theoretical and Practical Considerations for Combating Mental Illness Stigma in Health Care","year":2015,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Mental Health Commission of Canada; North York General Hospital; University of Toronto","funders":"Health Canada; Mental Health Commission","keywords":"Stigma (botany); Mental illness; Psychological intervention; Mental health; Health care; Mental healthcare; Social stigma; Intervention (counseling); Set (abstract data type); Nursing; Psychiatry; Medicine; Public health; Psychology; Family medicine; Political science; Computer science; Human immunodeficiency virus (HIV)","score_opus":0.17152421450900537,"score_gpt":0.5052265226681933,"score_spread":0.333702308159188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W901204595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92617846,0.005400461,0.00020920085,0.060764607,0.002224797,0.0024912772,0.0002127761,0.000047970236,0.0024704577],"genre_scores_gemma":[0.98912054,0.00019418968,0.0042549856,0.00597756,0.00014463036,0.000088319146,0.00015766006,0.000027746391,0.000034376444],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9949377,0.00295429,0.0009103808,0.00019050513,0.0002832032,0.000723915],"domain_scores_gemma":[0.9973373,0.00097593735,0.0003936293,0.00025948667,0.00009416467,0.00093951076],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034826586,0.00022161569,0.0004444045,0.00015687794,0.0036088652,0.00012197252,0.000111243906,0.00009720327,0.00032293488],"category_scores_gemma":[0.00018176886,0.00020168549,0.000053878754,0.00011956542,0.0003097276,0.00025515424,0.0001448331,0.0012495536,0.000011462686],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024894115,0.0046336795,0.01985923,0.0010593865,0.00013522766,0.00010107473,0.500311,0.000004470081,0.000006893854,0.27279106,0.082736,0.11587256],"study_design_scores_gemma":[0.033549886,0.01074108,0.021035424,0.0013810149,0.000032808624,0.00947342,0.8550069,0.0007483026,0.000054728764,0.05090791,0.016150085,0.00091844035],"about_ca_topic_score_codex":0.0012337787,"about_ca_topic_score_gemma":0.0012537626,"teacher_disagreement_score":0.3546959,"about_ca_system_score_codex":0.001174372,"about_ca_system_score_gemma":0.000575988,"threshold_uncertainty_score":0.9976883},"labels":[],"label_agreement":null},{"id":"W934370100","doi":"10.15168/11572_367669","title":"Work integration of people with severe mental illness in social enterprises","year":2011,"lang":"en","type":"dissertation","venue":"Unitn-eprints PhD (University of Trento)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Legislation; Presentation (obstetrics); Mental health; Supported employment; Psychology; Vocational education; Perspective (graphical); Population; Work (physics); Psychiatry; Medicine; Political science; Engineering","score_opus":0.031034787905596155,"score_gpt":0.29771370767355176,"score_spread":0.2666789197679556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W934370100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9424415,0.000054104134,0.000026381815,0.000028213319,0.0004594332,0.0004902985,0.00007599012,0.000021635078,0.056402415],"genre_scores_gemma":[0.9768997,0.00004893446,0.00010625739,0.0000059317426,0.000022331695,0.000003841784,0.0020425508,0.00002135185,0.020849096],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99879014,0.00012019198,0.0002454364,0.0003631421,0.00023972504,0.00024138884],"domain_scores_gemma":[0.99905115,0.000033023305,0.0005274307,0.00023147368,0.00009321868,0.000063688756],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000089950096,0.00025531117,0.00048303945,0.00048733727,0.0001934064,0.0000063579355,0.00038608772,0.0002677141,0.0053480514],"category_scores_gemma":[0.0000025166548,0.0002737739,0.00012135888,0.0004657561,0.000081273254,0.00017629747,0.000054468317,0.00025641036,0.00006222073],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01571179,0.00436622,0.27129188,0.0008578178,0.00079269696,0.00008403055,0.43654495,0.0000016247438,0.00024682857,0.0036762566,0.0014762566,0.26494965],"study_design_scores_gemma":[0.0028495623,0.00017821803,0.88615054,0.00057041144,0.00016339408,0.0000024522446,0.1090951,0.0000022836252,0.00029989143,0.00014481228,0.00023341658,0.00030993446],"about_ca_topic_score_codex":0.009571777,"about_ca_topic_score_gemma":0.024680458,"teacher_disagreement_score":0.6148586,"about_ca_system_score_codex":0.00014345328,"about_ca_system_score_gemma":0.000046599358,"threshold_uncertainty_score":0.99997145},"labels":[],"label_agreement":null}]}